conversations
listlengths 3
3
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[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e4eda0a8-0025-4bd5-9d80-1b2701641267;'uuid is '8c84f700-5d3d-4a0e-bf2d-1db888681fc3';bid_timestamp is '2025-01-23 23:38:56';device_id is 'e4eda0a8-0025-4bd5-9d80-1b2701641267';biddate is '2025-01-23';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 24.250629;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 24.240629 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 17269 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.73;prior_theme_impressions_count is 4;prior_tag_clicks_count is 4 ;time_since_click is '17252';hour is '2025-01-23 23:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'com.balloon.master.cube.match', 11 ad_requests with mean bid_floor 1.0; 15 sessions in app 'com.bigcake.android.bubbledaily', 135 ad_requests with mean bid_floor 18.0, 2 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'dartmouth-hitchcock.org' with mean price 0.6, 1 impressions of adomain 'mayborngroup.com' with mean price 0.6, 1 impressions of adomain 'nutmegstatefcu.org' with mean price 1.6, 1 impressions of adomain 'www2.wakefern.com' with mean price 1.4; 4 sessions in app 'com.bigcake.android.classicdominoes', 104 ad_requests with mean bid_floor 35.1, 2 impressions of adomain 'dentalcarestamford.com' with mean price 0.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.9, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 11 sessions in app 'com.bigcake.android.dicemerge', 284 ad_requests with mean bid_floor 14.6, 2 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'discovery.com' with mean price 0.9, 3 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 1.1, 1 impressions of adomain 'sallyhansen.com' with mean price 0.8, 2 impressions of adomain 'tcpactionfund.org' with mean price 1.6, 1 impressions of adomain 'wearect.org' with mean price 3.0; 10 sessions in app 'com.fiogonia.dominoes', 593 ad_requests with mean bid_floor 54.1; 11 sessions in app 'com.fiogonia.spades', 767 ad_requests with mean bid_floor 42.5; 3 sessions in app 'com.hyilmaz.spades', 21 ad_requests with mean bid_floor 1.1; 9 sessions in app 'com.kiaora.dominoes', 563 ad_requests with mean bid_floor 52.6; 42 sessions in app 'com.mobilityware.CrazyEights', 2221 ad_requests with mean bid_floor 33.3, 2 impressions of adomain '9snail.com' with mean price 0.1, 8 impressions of adomain 'amazon.com' with mean price 0.4, 3 clicks of adomain 'bestplay.app', 4 impressions of adomain 'bestplay.app' with mean price 13.8, 1 impressions of adomain 'bidease.com' with mean price 0.1, 2 impressions of adomain 'clorox.com' with mean price 0.6, 5 impressions of adomain 'ct.mohegansuncasino.com' with mean price 1.8, 1 clicks of adomain 'ct.mohegansuncasino.com', 3 impressions of adomain 'dollargeneral.com' with mean price 0.3, 2 impressions of adomain 'elfcosmetics.com' with mean price 0.2, 2 impressions of adomain 'exmox.com' with mean price 4.7, 1 clicks of adomain 'freecash.com', 3 impressions of adomain 'freecash.com' with mean price 2.0, 1 impressions of adomain 'gamehaus.com' with mean price 7.4, 3 impressions of adomain 'goodjobgames.com' with mean price 0.1, 3 impressions of adomain 'instacart.com' with mean price 0.1, 4 impressions of adomain 'instagram.com' with mean price 0.1, 2 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.2, 5 impressions of adomain 'justdice.io' with mean price 0.2, 1 impressions of adomain 'kidultlovin.com' with mean price 0.1, 2 impressions of adomain 'king.com' with mean price 0.1, 2 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.1, 3 impressions of adomain 'livenation.com' with mean price 0.2, 2 impressions of adomain 'livenationentertainment.com' with mean price 0.4, 3 impressions of adomain 'michaelsjewelers.com' with mean price 0.1, 1 impressions of adomain 'milfordmitsubishi.com' with mean price 0.5, 1 impressions of adomain 'mistplay.com' with mean price 0.2, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 27.0, 1 impressions of adomain 'newslidingcard2048.com' with mean price 0.3, 1 impressions of adomain 'nutmegstatefcu.org' with mean price 0.3, 1 impressions of adomain 'patagonia.com' with mean price 0.1, 6 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.2, 2 impressions of adomain 'powerstop.com' with mean price 0.1, 16 impressions of adomain 'productmadness.com' with mean price 3.5, 2 clicks of adomain 'productmadness.com', 1 impressions of adomain 'pulsz.com' with mean price 25.1, 1 clicks of adomain 'pulsz.com', 1 impressions of adomain 'rtkenvironmental.com' with mean price 0.2, 1 impressions of adomain 'slotomania.com' with mean price 8.4, 6 impressions of adomain 'squareup.com' with mean price 0.1, 2 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 1 impressions of adomain 'tcpactionfund.org' with mean price 1.1, 5 impressions of adomain 'tech.pokergaga.net' with mean price 6.3, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'textnow.com' with mean price 0.1, 2 impressions of adomain 'theedgefitnessclubs.com' with mean price 0.7, 2 impressions of adomain 'thumbage.co.kr' with mean price 5.8, 1 clicks of adomain 'thumbage.co.kr', 3 impressions of adomain 'tubitv.com' with mean price 5.7, 2 impressions of adomain 'walgreens.com' with mean price 0.6, 2 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'wooga.com' with mean price 0.6, 2 impressions of adomain 'yahoo.com' with mean price 0.1, 2 impressions of adomain 'youyungames.com' with mean price 0.1; 7 sessions in app 'com.mobilityware.Dominoes', 327 ad_requests with mean bid_floor 19.0, 1 impressions of adomain 'gamehaus.com' with mean price 4.6, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 16.1; 11 sessions in app 'com.newpubco.spades', 1112 ad_requests with mean bid_floor 16.2, 1 impressions of adomain 'ads.netapop.com' with mean price 4.4, 3 impressions of adomain 'amazon.com' with mean price 0.7, 1 clicks of adomain 'casino.draftkings.com', 2 impressions of adomain 'casino.draftkings.com' with mean price 12.2, 2 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'hyundaiusa.com' with mean price 1.0, 1 impressions of adomain 'iwgplc.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'lifetoday.org' with mean price 2.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'opvee.com' with mean price 0.3, 2 impressions of adomain 'parking3d.gurugame.ai' with mean price 8.5, 3 impressions of adomain 'productmadness.com' with mean price 10.5, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'starz.com' with mean price 1.6, 1 impressions of adomain 'tcpactionfund.org' with mean price 1.3, 1 impressions of adomain 'tech.pokergaga.net' with mean price 13.5, 4 impressions of adomain 'walgreens.com' with mean price 0.9; 1 sessions in app 'com.numbergames.linked2248.tile.numberpuzzle2048', 6 ad_requests with mean bid_floor 4.3; 3 sessions in app 'com.puzzle.number.games.merge.classic', 15 ad_requests with mean bid_floor 4.9; 6 sessions in app 'com.sngict.dominoes', 43 ad_requests with mean bid_floor 91.8; 3 sessions in app 'com.tripledot.spades', 40 ad_requests with mean bid_floor 14.3, 1 impressions of adomain 'productmadness.com' with mean price 0.3, 1 impressions of adomain 'rei.com' with mean price 1.0, 1 impressions of adomain 'theedgefitnessclubs.com' with mean price 1.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45688.7694560185;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-26 7:09:25;time_since_impression_in_hours is 4;channel is 'USA/I/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 5;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.902111686637834;partition is 3932;segments is ['com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'loppipoppi.yatzy_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_and_ag_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '3d460393-b753-456d-badf-331ddd100952;'uuid is 'ae0279d1-4ec0-4864-a11e-9603b9697d77';bid_timestamp is '2025-02-06 5:21:32';device_id is '3d460393-b753-456d-badf-331ddd100952';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.61821816673776;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'ie';bid_floor is 7.2822 ;min_floor is 7.2822 ;bidmachine_placement_value is 57.076923;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 420763 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.16;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is '1774183';hour is '2025-02-06 05:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'com.blackout.spades', 36 ad_requests with mean bid_floor 5.9; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 5.8; 2 sessions in app 'com.mahjong.op.gp', 14 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 12 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.newpubco.spades', 16 ad_requests with mean bid_floor 17.2; 3 sessions in app 'com.playspare.goodmombadmom', 56 ad_requests with mean bid_floor 1.7; 102 sessions in app 'com.playvalve.spades', 79582 ad_requests with mean bid_floor 71.2, 1 impressions of adomain '247laundryservice.com' with mean price 0.7, 3 impressions of adomain '255east77.com' with mean price 1.2, 26 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'cusocal.org' with mean price 1.0, 1 impressions of adomain 'designhouse.design' with mean price 0.9, 6 impressions of adomain 'drurylanetheatre.com' with mean price 1.0, 1 impressions of adomain 'flixchatter.net' with mean price 0.5, 4 impressions of adomain 'furniturerow.com' with mean price 0.6, 1 impressions of adomain 'goldbond.com' with mean price 0.4, 1 impressions of adomain 'gurugame.ai' with mean price 0.5, 1 impressions of adomain 'homespotter.com' with mean price 0.6, 2 impressions of adomain 'howpbmswork.org' with mean price 0.4, 12 impressions of adomain 'instagram.com' with mean price 0.5, 2 impressions of adomain 'intuit.com' with mean price 0.3, 4 impressions of adomain 'jerseymikes.com' with mean price 0.3, 1 impressions of adomain 'kay.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.5, 22 impressions of adomain 'mcgratharlingtonkia.com' with mean price 0.5, 1 impressions of adomain 'moorestireandservicecenters.com' with mean price 1.2, 1 impressions of adomain 'newpub.co' with mean price 8.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'orgain.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.8, 3 impressions of adomain 'pcmanet.org' with mean price 0.3, 14 impressions of adomain 'progressive.com' with mean price 0.8, 3 impressions of adomain 'shreveportbossierdental.com' with mean price 1.1, 53 impressions of adomain 'skechers.com' with mean price 0.6, 2 impressions of adomain 'suburbanortho.com' with mean price 1.0, 3 impressions of adomain 'thekeepcolumbus.com' with mean price 1.1, 4 impressions of adomain 'tirepros.com' with mean price 3.2, 1 impressions of adomain 'ucihealth.org' with mean price 0.5, 1 impressions of adomain 'uwcped.org' with mean price 1.2; 2 sessions in app 'com.scopely.yux', 2 ad_requests with mean bid_floor 6.1; 4 sessions in app 'com.tenic.tenic', 20 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.tripledot.spades', 12 ad_requests with mean bid_floor 38.5; 7 sessions in app 'com.tripledot.woodoku', 18 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 9.1; 2 sessions in app 'com.weathercreative.weatherkitty', 3 ad_requests with mean bid_floor 13.0; 1 sessions in app 'com.wildcard.spades', 8 ad_requests with mean bid_floor 3.3; 5 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 24.9; 2 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 8.3; 2 sessions in app 'spades.solitaire.card.games.free', 5 ad_requests with mean bid_floor 56.5; 1 sessions in app 'spider.solitaire.card.games.free.klondike.patience', 5 ad_requests with mean bid_floor 1.3; 1 sessions in app 'start.flixInsight.com', 2 ad_requests with mean bid_floor 0.0; 3 sessions in app 'uk.videoparse.parse', 33 ad_requests with mean bid_floor 2.5; 1 sessions in app 'xyz.downwwn.aries', 2 ad_requests with mean bid_floor 7.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 23:10:06;time_since_impression_in_hours is 116;channel is 'USA/I/bidmachine/com.playvalve.spades/True/273';time_since_click_in_hours is 493;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.71058461769692;partition is 3308;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'bloom_com.playvalve.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_HIGH_PRICE_AG_100k_01_31_2025' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7b53c490-7f40-4113-9b0c-8ade9a4f7c17;'uuid is '6be335ef-dcae-4500-9801-383bb7e6dfd4';bid_timestamp is '2024-12-31 21:37:52';device_id is '7b53c490-7f40-4113-9b0c-8ade9a4f7c17';biddate is '2024-12-31';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 221.246358401458;target_cpi is 8.14168931344622;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 35.333333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 369141 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.12;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '369138';hour is '2024-12-31 21:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '45 sessions in app 'bible.pray.daily.women.offline.kjv', 322 ad_requests with mean bid_floor 80.6; 72 sessions in app 'bible.women.pray.verse', 235 ad_requests with mean bid_floor 37.4; 1 sessions in app 'com.aaagame.aaacasino', 2 ad_requests with mean bid_floor 2.6; 62 sessions in app 'com.blackout.spades', 12489 ad_requests with mean bid_floor 29.5, 8 impressions of adomain 'amazon.com' with mean price 0.3, 11 impressions of adomain 'att.com' with mean price 0.9, 3 impressions of adomain 'cash.app' with mean price 0.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'doggiedailies.com' with mean price 0.5, 1 impressions of adomain 'johndaylegal.com' with mean price 0.4, 2 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.8, 2 clicks of adomain 'newpub.co/hearts', 2 impressions of adomain 'newpub.co/hearts' with mean price 15.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.8, 6 impressions of adomain 'tripledot.com' with mean price 0.5, 5 impressions of adomain 'walkerchevrolet.com' with mean price 0.3; 8 sessions in app 'com.bravo.slots.casino.android', 63 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.fiogonia.dominoes', 212 ad_requests with mean bid_floor 47.1; 4 sessions in app 'com.saintel.labible', 8 ad_requests with mean bid_floor 183.7; 15 sessions in app 'com.stardust.tarotscope', 89 ad_requests with mean bid_floor 21.5; 2 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 5.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-01 0:05:38;time_since_impression_in_hours is 102;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 103;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.698030180869296;partition is 313;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '11db6b4b-28de-475a-8462-38aed3db3406;'uuid is 'eaef67dd-3c53-4e72-a886-a08ad141e4a1';bid_timestamp is '2025-01-28 6:21:16';device_id is '11db6b4b-28de-475a-8462-38aed3db3406';biddate is '2025-01-28';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 77.6503722424814;target_cpi is 2.7254671039881;campaign is 58164;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 39.75;placement_historical_value is 94.919979;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 43017842 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.94;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is '43017832';hour is '2025-01-28 06:00:00+00:00';day_of_week is '1';os_version is 15;user_behavior_stats_in_past is '1 sessions in app '3e2fa9306c70d60fe5d41db32a3a68f1', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'beetles.puzzle.solitaire', 38 ad_requests with mean bid_floor 3.8, 1 impressions of adomain 'rocketmortgage.com' with mean price 1.4; 2 sessions in app 'black.hole.wp', 13 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.almalinternet1.quickdlbrowser', 2 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.alpha.went.roll', 243 ad_requests with mean bid_floor 12.5, 2 impressions of adomain 'consumertestconnect.com' with mean price 89.0, 1 clicks of adomain 'thefreesampleshelper.com', 1 impressions of adomain 'thefreesampleshelper.com' with mean price 73.0; 1 sessions in app 'com.applock.password.atodo', 8 ad_requests with mean bid_floor 20.9; 7 sessions in app 'com.arcadiastudio.mahjong.puzzle', 168 ad_requests with mean bid_floor 1971.1, 2 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'learnings.ai' with mean price 1.5, 1 impressions of adomain 'samsung.com' with mean price 1.1; 1 sessions in app 'com.bbumgames.spadesroyale', 13 ad_requests with mean bid_floor 7.0; 1 sessions in app 'com.bears.rain.instead.technique', 15 ad_requests with mean bid_floor 7.5; 2 sessions in app 'com.brainium.solitairefree', 104 ad_requests with mean bid_floor 1.6, 1 impressions of adomain 'learnings.ai' with mean price 1.1, 1 impressions of adomain 'newpub.co' with mean price 1.4; 5 sessions in app 'com.card.acesolitaire', 30 ad_requests with mean bid_floor 19.9; 2 sessions in app 'com.card2048.game.akal', 3 ad_requests with mean bid_floor 1.8; 3 sessions in app 'com.classic.blue.card', 103 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.cyber.fox', 2 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.eightball.match.tradpuzzle.wavewing', 31 ad_requests with mean bid_floor 14.6; 3 sessions in app 'com.fee.fileease', 13 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.fiogonia.euchre', 3 ad_requests with mean bid_floor 3.5; 2 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 7.6; 6 sessions in app 'com.gamovation.mahjongclub', 93 ad_requests with mean bid_floor 2.5, 1 impressions of adomain 'bhhsfloridarealty.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 0.6, 4 impressions of adomain 'phillips66.com' with mean price 0.2, 12 impressions of adomain 'tuscangardens.com' with mean price 2.2, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 4 sessions in app 'com.gimica.solitaireverse', 139 ad_requests with mean bid_floor 5.6, 1 impressions of adomain 'dramabox.com' with mean price 0.2, 1 impressions of adomain 'murka.com' with mean price 0.2, 2 impressions of adomain 'pch.com' with mean price 2.5, 1 impressions of adomain 'vitastudio.ai' with mean price 0.3; 2 sessions in app 'com.golden.dragon.treasure', 3 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.hideseek.solacesolitaire', 10 ad_requests with mean bid_floor 7.1; 1 sessions in app 'com.homa.free.solitaire.card.game', 1 ad_requests with mean bid_floor 13.0; 11 sessions in app 'com.hsv.privatebrowser', 53 ad_requests with mean bid_floor 31.7; 1 sessions in app 'com.intensedev.classicsolitaire.gp', 2 ad_requests with mean bid_floor 15.2; 9 sessions in app 'com.jelly.tile.sparkle.fun.breeze', 198 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.jour8ney.mer8ge', 3 ad_requests with mean bid_floor 3.5; 7 sessions in app 'com.justplay.app', 79 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.kidultlovin.royalsolitaire', 17 ad_requests with mean bid_floor 36.2; 1 sessions in app 'com.king.kingdom.final', 7 ad_requests with mean bid_floor 56.4; 6 sessions in app 'com.mahjong.op.gp', 78 ad_requests with mean bid_floor 68.8, 1 clicks of adomain 'gamovation.com', 1 impressions of adomain 'gamovation.com' with mean price 155.1; 3 sessions in app 'com.mahjong.solitaire.tile.pair.match', 86 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'learnings.ai' with mean price 0.2, 1 impressions of adomain 'murka.com' with mean price 0.2, 1 impressions of adomain 'pch.com' with mean price 0.4, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'vitastudio.ai' with mean price 0.2; 193 sessions in app 'com.miniclip.eightballpool', 2023 ad_requests with mean bid_floor 13.5; 1 sessions in app 'com.mn.spark.browser.nm', 3 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.mobilityware.Spades', 132 ad_requests with mean bid_floor 57.0, 1 clicks of adomain 'chardonnaypartners.com', 1 impressions of adomain 'chardonnaypartners.com' with mean price 85.7, 1 clicks of adomain 'monopoly-poker.com', 1 impressions of adomain 'monopoly-poker.com' with mean price 35.3, 1 impressions of adomain 'scratchstakes.com' with mean price 29.9; 1 sessions in app 'com.money.time', 4 ad_requests with mean bid_floor 6.2; 2 sessions in app 'com.moon.dental.whether.origin', 35 ad_requests with mean bid_floor 10.3; 1 sessions in app 'com.neat.security.file', 5 ad_requests with mean bid_floor 18.1; 1 sessions in app 'com.newpubco.klondikesolitaire', 21 ad_requests with mean bid_floor 1.0; 1 sessions in app 'com.newpubco.spades', 79 ad_requests with mean bid_floor 19.1, 1 clicks of adomain 'ads.netapop.com', 1 impressions of adomain 'ads.netapop.com' with mean price 38.8, 2 impressions of adomain 'amerisbank.com' with mean price 0.5, 1 impressions of adomain 'moistureshield.com' with mean price 0.6, 3 impressions of adomain 'nclhltd.com' with mean price 1.4, 1 impressions of adomain 'receive-the-prize.online' with mean price 37.5, 1 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'tiktok.com' with mean price 0.6, 1 impressions of adomain 'tymlos.com' with mean price 0.5, 2 impressions of adomain 'universalorlando.com' with mean price 1.2; 1 sessions in app 'com.one.manager', 2 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.onecleaner.photoclean', 13 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.opgames.mahjongtile.gp', 8 ad_requests with mean bid_floor 14.5; 3 sessions in app 'com.paxiegames.mahjonginfinity', 9 ad_requests with mean bid_floor 4.9; 7 sessions in app 'com.pch.pchworld', 81 ad_requests with mean bid_floor 2.3; 4 sessions in app 'com.playvalve.solitaire', 81 ad_requests with mean bid_floor 67.5, 1 impressions of adomain 'walgreens.com' with mean price 0.8; 3 sessions in app 'com.playvalve.spades', 226 ad_requests with mean bid_floor 110.2, 6 impressions of adomain 'pch.com' with mean price 1.6; 2 sessions in app 'com.set.starry.plain', 17 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.solitaire.blast.puzzle', 9 ad_requests with mean bid_floor 19.5; 1 sessions in app 'com.solitaire.cards.deluxe', 8 ad_requests with mean bid_floor 11.5; 2 sessions in app 'com.solitaire.daily.challenge.card.game', 11 ad_requests with mean bid_floor 32.1; 1 sessions in app 'com.solitaire.relax.classic.card.game', 9 ad_requests with mean bid_floor 22.5; 2 sessions in app 'com.solitairesojourn.puzzlehaven.cardflurry', 32 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.solitarie.card.regal.game', 7 ad_requests with mean bid_floor 6.0; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 104 ad_requests with mean bid_floor 6.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 77.7; 1 sessions in app 'com.talent.billiards.balls.merge', 16 ad_requests with mean bid_floor 29.3; 9 sessions in app 'com.tile.mahjong.goodwin.reward.mystery', 1016 ad_requests with mean bid_floor 7.9, 1 clicks of adomain 'freecash.com', 1 impressions of adomain 'freecash.com' with mean price 4.2, 1 clicks of adomain 'newpub.co', 6 impressions of adomain 'newpub.co' with mean price 14.9; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 4.3; 2 sessions in app 'com.trustedapp.filerecovery.photo.recovery', 4 ad_requests with mean bid_floor 67.5; 2 sessions in app 'com.up.up.study.copper', 8 ad_requests with mean bid_floor 12.5; 9 sessions in app 'com.use.specie.scratch.card', 1358 ad_requests with mean bid_floor 407.5; 2 sessions in app 'com.veiltge.browser', 4 ad_requests with mean bid_floor 44.9; 22 sessions in app 'com.vitastudio.mahjong', 455 ad_requests with mean bid_floor 26.4, 2 impressions of adomain 'ahs.com' with mean price 0.5, 4 impressions of adomain 'allergan.com' with mean price 1.1, 1 impressions of adomain 'allstate.com' with mean price 0.7, 6 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'amerisbank.com' with mean price 0.2, 3 impressions of adomain 'ashleyfurniture.com' with mean price 0.2, 1 impressions of adomain 'berlinlawfirm.com' with mean price 0.2, 4 impressions of adomain 'carnival.com' with mean price 0.2, 1 impressions of adomain 'dramabox.com' with mean price 0.1, 2 impressions of adomain 'dramamine.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'hotels.com' with mean price 0.2, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'midflorida.com' with mean price 0.7, 1 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'oldspice.com' with mean price 0.3, 2 impressions of adomain 'pch.com' with mean price 0.8, 1 impressions of adomain 'pg.com' with mean price 0.3, 1 impressions of adomain 'pocketfm.com' with mean price 0.1, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 6 impressions of adomain 'progressive.com' with mean price 0.7, 3 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'secret.com' with mean price 0.2, 2 impressions of adomain 'stretchlab.com' with mean price 0.6, 1 impressions of adomain 'suncoast.com' with mean price 0.4, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'tampaelectric.com' with mean price 0.2, 1 impressions of adomain 'thedali.org' with mean price 0.3, 1 impressions of adomain 'unlock.com' with mean price 0.1, 2 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'xolair.com' with mean price 0.2; 1 sessions in app 'com.wildcard.classicspades', 12 ad_requests with mean bid_floor 13.0; 2 sessions in app 'easy.sudoku.puzzle.solver.free', 6 ad_requests with mean bid_floor 7.6; 2 sessions in app 'ffee.file.explorer', 137 ad_requests with mean bid_floor 5.1; 2 sessions in app 'hqs.handy.qrcode.scanner', 107 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 4.5; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 42.1; 25 sessions in app 'magnite%2Fim9ss', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'net.peakgames.mobile.spades.android', 52 ad_requests with mean bid_floor 42.6; 80 sessions in app 'nm.note.mate', 8667 ad_requests with mean bid_floor 10.7; 1 sessions in app 'one.cryptoguru.cryptotradingacademy', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 8.9; 4 sessions in app 'qr.genie.gg', 392 ad_requests with mean bid_floor 13.0; 3 sessions in app 'ske.arbc.we.neat', 7 ad_requests with mean bid_floor 5.6; 1 sessions in app 'solitaire.klondike.classic.card.games', 2 ad_requests with mean bid_floor 4.8; 1 sessions in app 'solitaire.klondike.classic.patience.card.games', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'solitaire.patience.card.games.klondike.free', 14 ad_requests with mean bid_floor 16.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-28 6:30:50;time_since_impression_in_hours is 11949;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 11949;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.344790455017372;partition is 3096;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'Android_ALL_IAP_abdoul_500k_05_28_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V3_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_500k' 'com.screen.hipsters.re_apps_embeddings_similarity' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'a2523bfc-0918-45a3-89db-ace6762cc9a1;'uuid is '4a747ec9-d19e-49bc-98c7-9ea67f5764c8';bid_timestamp is '2025-02-07 18:00:01';device_id is 'a2523bfc-0918-45a3-89db-ace6762cc9a1';biddate is '2025-02-07';country is 'USA';app is 'com.thewhite.crazy.lion.racing';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 321 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 10.6106 ;min_floor is 10.6106 ;bidmachine_placement_value is 11.074627;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.newpubco.spades', 26 ad_requests with mean bid_floor 17.4; 2 sessions in app 'com.thewhite.crazy.lion.racing', 293 ad_requests with mean bid_floor 21.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:06:14;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.thewhite.crazy.lion.racing/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.943650093889571;partition is 3338;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '566fe2d7-d269-4ff5-93d3-d83fe2c2e2c6;'uuid is 'dfad5d93-6399-415d-b05b-41060122aea2';bid_timestamp is '2025-01-27 0:49:45';device_id is '566fe2d7-d269-4ff5-93d3-d83fe2c2e2c6';biddate is '2025-01-27';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 22.2251010761811;target_cpi is 1.32240251072774;campaign is 58164;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 133837 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.01;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '133834';hour is '2025-01-27 00:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior_stats_in_past is '10 sessions in app 'com.blackout.spades', 576 ad_requests with mean bid_floor 37.9, 1 impressions of adomain 'capvaxive.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.2, 2 impressions of adomain 'jorisson.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.9, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 19.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.2; 3 sessions in app 'com.color.busfrenzy', 31 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.newpubco.spades', 76 ad_requests with mean bid_floor 12.0, 1 impressions of adomain 'luckylandslots.com' with mean price 0.5, 1 impressions of adomain 'sakrete.com' with mean price 1.0, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 15.8; 5 sessions in app 'com.tranzmate', 85 ad_requests with mean bid_floor 35.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-29 3:58:58;time_since_impression_in_hours is 37;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 37;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.625626697744125;partition is 2538;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2945bc2d-2bed-4d88-a6a9-b75e28378009;'uuid is '6ab4a768-7f09-41de-ad11-a5a79ff2fd55';bid_timestamp is '2024-12-14 4:15:20';device_id is '2945bc2d-2bed-4d88-a6a9-b75e28378009';biddate is '2024-12-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 13.4523869456231;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.491312;placement_historical_value is 11.063185;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 343860 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.99;prior_theme_impressions_count is 5;prior_tag_clicks_count is 5 ;time_since_click is '343859';hour is '2024-12-14 04:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.blackout.spades', 31 ad_requests with mean bid_floor 55.8; 62 sessions in app 'com.block.juggle', 445 ad_requests with mean bid_floor 31.4; 1 sessions in app 'com.hungrystudio.block.puzzle.fun.brain.free', 9 ad_requests with mean bid_floor 15.8; 1 sessions in app 'com.staplegames.sagadoku', 2 ad_requests with mean bid_floor 68.1; 1 sessions in app 'com.storymatrix.drama', 22 ad_requests with mean bid_floor 45.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-14 4:20:25;time_since_impression_in_hours is 95;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 96;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.0846217706434565;partition is 2559;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.block.juggle_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'edc6817e-f317-4ad6-b22c-cf8b936a549a;'uuid is '81c1fa97-9ff3-49af-8fb0-f6efbb344210';bid_timestamp is '2025-01-12 1:37:02';device_id is 'edc6817e-f317-4ad6-b22c-cf8b936a549a';biddate is '2025-01-12';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 25.4192243542536;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 29.722215;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 800985 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.85;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '801172';hour is '2025-01-12 01:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.blackout.spades', 43 ad_requests with mean bid_floor 8.8, 1 impressions of adomain 'amazon.com' with mean price 1.0; 6 sessions in app 'com.enflick.android.TextNow', 8 ad_requests with mean bid_floor 44.0; 4 sessions in app 'com.mobilityware.Spades', 187 ad_requests with mean bid_floor 22.6, 1 clicks of adomain 'metabolicmaintenance.com', 2 impressions of adomain 'metabolicmaintenance.com' with mean price 75.5; 2 sessions in app 'com.newpubco.spades', 405 ad_requests with mean bid_floor 10.1, 1 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'apcu.com' with mean price 0.7, 2 impressions of adomain 'centurygame.com' with mean price 0.5, 2 impressions of adomain 'danone.com' with mean price 0.6, 2 impressions of adomain 'dfamilk.com' with mean price 0.6, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.5, 1 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 0.7, 3 impressions of adomain 'oldspice.com' with mean price 0.6, 2 impressions of adomain 'pepsico.com' with mean price 0.6, 1 impressions of adomain 'pg.com' with mean price 0.6, 1 impressions of adomain 'playsimple.in' with mean price 0.4, 2 impressions of adomain 'playtika.com' with mean price 0.7, 2 impressions of adomain 'progressive.com' with mean price 0.8, 2 impressions of adomain 'scopely.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'supertreat.net' with mean price 1.1, 1 impressions of adomain 'tropicanabrandsgroup.com' with mean price 0.6, 1 impressions of adomain 'vicks.com' with mean price 0.7; 1 sessions in app 'com.pdf.viewer.pdftool.reader.document', 1 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.qianfan.aihomework', 23 ad_requests with mean bid_floor 16.3; 3 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 43 ad_requests with mean bid_floor 10.8, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 25.4; 4 sessions in app 'com.wildcard.spadespop', 55 ad_requests with mean bid_floor 6.0; 4 sessions in app 'com.zimad.spades', 16 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 4.1; 1 sessions in app 'net.peakgames.mobile.spades.android', 12 ad_requests with mean bid_floor 83.6';dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-13 22:08:03;dc_15roundended_before_d8_timestamp is 45670.8019212963;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-12 1:48:35;time_since_impression_in_hours is 222;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 223;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.373888127934136;partition is 1709;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '259c2bda-1feb-4a06-9550-3c6098a8037f;'uuid is '97cc9195-ac4b-494a-bef0-2efaa02c7a0a';bid_timestamp is '2025-01-08 6:56:44';device_id is '259c2bda-1feb-4a06-9550-3c6098a8037f';biddate is '2025-01-08';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 71.0468687687081;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 1 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 5.57;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-08 06:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'ZG1FfeIP76oPxYGD2-h9wupEUJ0yFW39cTYiVef6waPB_uy-fXnGwxOBwTGB2y8TBsu6HRN1CzHUe_rlIB8TtPf8h9zo7fhqP7UYwzmiS1k', 0 ad_requests with mean bid_floor 0.0; 9 sessions in app 'air.com.bitrhymes.bingo', 51 ad_requests with mean bid_floor 42.7, 1 impressions of adomain 'casino.fanduel.com' with mean price 131.9, 1 clicks of adomain 'playtika.com', 1 impressions of adomain 'playtika.com' with mean price 128.3; 1 sessions in app 'beetles.puzzle.solitaire', 30 ad_requests with mean bid_floor 11.8; 8 sessions in app 'com.bagelcode.slots1', 17 ad_requests with mean bid_floor 6.4; 20 sessions in app 'com.bbumgames.rummystars', 268 ad_requests with mean bid_floor 16.9, 1 clicks of adomain 'hellomillions.com', 1 impressions of adomain 'hellomillions.com' with mean price 61.8; 7 sessions in app 'com.bhe.tiles', 34 ad_requests with mean bid_floor 69.2; 1 sessions in app 'com.bingo.legends.game', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.bingoheaven.crazy.fungame', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.bubbleboxes.match3d', 4 ad_requests with mean bid_floor 35.3; 2 sessions in app 'com.clipwiregames.bingostory', 17 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.crazysort.supermarket.goodstriple', 45 ad_requests with mean bid_floor 28.2, 1 impressions of adomain 'playwsop.com' with mean price 130.3, 1 impressions of adomain 'site.bagelcode.com' with mean price 59.6; 1 sessions in app 'com.dg.turbonuke.bingo.quest.summer.garden', 50 ad_requests with mean bid_floor 15.8; 1 sessions in app 'com.fc.goods.sort.matching.puzzle.triplemaster', 8 ad_requests with mean bid_floor 20.1; 3 sessions in app 'com.fiogonia.spades', 6 ad_requests with mean bid_floor 7.5; 2 sessions in app 'com.gimica.mergeblast', 30 ad_requests with mean bid_floor 38.4; 14 sessions in app 'com.gimica.solitaireverse', 443 ad_requests with mean bid_floor 9.2, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 0.2, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'espnbet.com' with mean price 0.4, 4 impressions of adomain 'ibotta.com' with mean price 0.4, 1 impressions of adomain 'instacart.com' with mean price 0.2, 1 impressions of adomain 'kay.com' with mean price 0.9, 1 impressions of adomain 'playtika.com' with mean price 0.4, 2 impressions of adomain 'superplay.co' with mean price 0.3, 31 impressions of adomain 'textnow.com' with mean price 1.8, 2 impressions of adomain 'zales.com' with mean price 0.9; 5 sessions in app 'com.gimica.tangram', 161 ad_requests with mean bid_floor 7.5, 7 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'aveeno.com' with mean price 0.7, 1 clicks of adomain 'bolegames.com', 3 impressions of adomain 'bolegames.com' with mean price 78.8, 1 impressions of adomain 'jorisson.com' with mean price 0.4; 19 sessions in app 'com.gimica.treasuremaster', 657 ad_requests with mean bid_floor 64.9, 3 impressions of adomain 'jorisson.com' with mean price 1.3; 3 sessions in app 'com.gimica.zentiles', 13 ad_requests with mean bid_floor 0.3; 4 sessions in app 'com.gm11.bingocraze', 16 ad_requests with mean bid_floor 37.9; 1 sessions in app 'com.gsn.android.tripeaks', 38 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.inspiredsquare.jupiter', 50 ad_requests with mean bid_floor 3.8, 1 impressions of adomain 'hardrockgames.com' with mean price 61.7; 56 sessions in app 'com.justplay.app', 419 ad_requests with mean bid_floor 13.2; 3 sessions in app 'com.kamagames.keno', 12 ad_requests with mean bid_floor 26.3; 1 sessions in app 'com.lihuhu.woodblockmerger', 59 ad_requests with mean bid_floor 10.8, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'ibotta.com' with mean price 0.3; 9 sessions in app 'com.manhattan.bingo.discover', 137 ad_requests with mean bid_floor 88.9; 2 sessions in app 'com.minutemoney.playtime.games.earn.free.rewards.cash.app.make.money.paid.surveys', 3 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.mobilityware.Hearts', 6 ad_requests with mean bid_floor 18.4; 1 sessions in app 'com.newpubco.spades', 44 ad_requests with mean bid_floor 63.7, 1 clicks of adomain 'bolegames.com', 1 impressions of adomain 'bolegames.com' with mean price 4.4; 1 sessions in app 'com.opgames.mahjongtile.gp', 8 ad_requests with mean bid_floor 37.6; 1 sessions in app 'com.pixel.art.coloring.color.number', 8 ad_requests with mean bid_floor 42.0; 4 sessions in app 'com.severex.bingo.lottery.number', 75 ad_requests with mean bid_floor 11.5, 1 impressions of adomain 'adidas.com' with mean price 0.5, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 1.3, 1 impressions of adomain 'murka.com' with mean price 1.1, 1 impressions of adomain 'productmadness.com' with mean price 0.7, 1 impressions of adomain 'spinxgames.com' with mean price 1.0; 1 sessions in app 'com.sortmatch.triple.drop.goods.puzzle', 14 ad_requests with mean bid_floor 122.6, 1 impressions of adomain 'bingoblaze.com' with mean price 0.2, 1 impressions of adomain 'bolegames.com' with mean price 0.2, 1 impressions of adomain 'casinohaus.com' with mean price 0.2, 2 impressions of adomain 'doordash.com' with mean price 0.3, 10 impressions of adomain 'huuugecasino.com' with mean price 0.4, 9 impressions of adomain 'ibotta.com' with mean price 0.3, 3 impressions of adomain 'lowes.com' with mean price 0.2, 1 impressions of adomain 'luckylandslots.com' with mean price 0.5, 1 impressions of adomain 'playwsop.com' with mean price 245.0, 1 clicks of adomain 'playwsop.com', 1 impressions of adomain 'productmadness.com' with mean price 0.2, 1 impressions of adomain 'sezzle.com' with mean price 0.2, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.2, 1 impressions of adomain 'siriusxm.com' with mean price 0.2, 1 clicks of adomain 'site.bagelcode.com', 4 impressions of adomain 'site.bagelcode.com' with mean price 118.8, 10 impressions of adomain 'superplay.co' with mean price 0.3; 2 sessions in app 'com.staplegames.tilecollector', 4 ad_requests with mean bid_floor 13.3; 3 sessions in app 'com.superluckycasino.hotvegas.slots.vegas.android.free', 9 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.theangrykraken.bingo', 10 ad_requests with mean bid_floor 29.2; 1 sessions in app 'com.tile.town.puzzle.master.match', 29 ad_requests with mean bid_floor 44.2; 1 sessions in app 'com.tripledot.woodoku', 18 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.two.two.four.eight.match.numbers.games', 8 ad_requests with mean bid_floor 4.8; 3 sessions in app 'games.blockheads.sudoku.puzzle.match.bombayplay', 57 ad_requests with mean bid_floor 20.9; 1 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 15 ad_requests with mean bid_floor 15.3; 1 sessions in app 'gin.rummy.plus.free.online.offline.classic.card.game', 8 ad_requests with mean bid_floor 16.3; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 3.4; 1 sessions in app 'live.party.bingo.free.vegas.online.jackpot.casino.game', 16 ad_requests with mean bid_floor 3.5; 1 sessions in app 'play.roshka.holefill', 8 ad_requests with mean bid_floor 70.2; 5 sessions in app 'slots.pcg.casino.games.free.android', 58 ad_requests with mean bid_floor 372.2; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 12 ad_requests with mean bid_floor 45.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-08 6:59:58;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/spades.classic.card.free.online.offline.multiplayer/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.325942496600266;partition is 2131;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.block.juggle_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'loppipoppi.numbermatch_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.partyup.blockjam_Android_CPA(purchase)_abdoul_V5_Appgrowth_New_100k_12_14_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_100k' 'com.block.juggle_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(purchase)_abdoul_V4_MMP_100k_21_10_2024' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.block.juggle_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_100k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.murka.scatterslots_apps_embeddings_similarity' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_100k' 'bloom_com.fuzzymobilegames.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4b9e4874-6821-4a15-9b79-6e4ad81518ea;'uuid is '1f2e40d7-11de-434a-8bb6-5057e1f89466';bid_timestamp is '2025-01-31 19:40:54';device_id is '4b9e4874-6821-4a15-9b79-6e4ad81518ea';biddate is '2025-01-31';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 12.3913884028041;target_cpi is 1.55698144435882;campaign is 58208;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 2.1465 ;min_floor is ;bidmachine_placement_value is 265;placement_historical_value is 13.899012;third_party_bid_price is ;prior_tag_impressions_count is 23 ;time_since_impression is 1464815 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.89;prior_theme_impressions_count is 23;prior_tag_clicks_count is 7 ;time_since_click is '2443063';hour is '2025-01-31 19:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '9 sessions in app '54a5baa8624a0f3d529cddfc789400c9', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'ball.sort.color.puz.game.puzzle', 29 ad_requests with mean bid_floor 29.4; 2 sessions in app 'com.GMA.Ball.Sort.Puzzle', 25 ad_requests with mean bid_floor 1.0; 42 sessions in app 'com.WalkTalk.FlightMaster', 1571 ad_requests with mean bid_floor 0.6; 6 sessions in app 'com.abi.busjam.sortpuzzle', 98 ad_requests with mean bid_floor 8.6, 8 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 1 impressions of adomain 'callgreenway.com' with mean price 0.6, 1 impressions of adomain 'carnival.com' with mean price 0.3, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 3 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'drybarshops.com' with mean price 0.4, 1 impressions of adomain 'facebook.com' with mean price 58.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 2 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'mazdausa.com' with mean price 0.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.2, 4 impressions of adomain 'rehab.com' with mean price 1.0, 1 impressions of adomain 'renewalbyandersen.com' with mean price 0.3, 1 impressions of adomain 'rogersandhollands.com' with mean price 1.1, 1 impressions of adomain 'shopsofsaddlecreek.com' with mean price 0.3, 5 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'subaru.com' with mean price 0.3, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'xifaxan.com' with mean price 0.4, 2 impressions of adomain 'xyzal.com' with mean price 0.7; 24 sessions in app 'com.gamovation.tileclub', 1116 ad_requests with mean bid_floor 4.4, 25 impressions of adomain 'adidas.com' with mean price 0.1, 4 impressions of adomain 'adobe.com' with mean price 0.0, 26 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'bidease.com_101931' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.3, 1 impressions of adomain 'fulfilnutrition.com' with mean price 0.1, 1 impressions of adomain 'getwavetune.com' with mean price 0.2, 3 impressions of adomain 'giveitlove.com' with mean price 0.0, 2 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'indeed.com' with mean price 0.1, 2 impressions of adomain 'jcpenny.com' with mean price 0.1, 3 impressions of adomain 'newpub.co/spades' with mean price 5.6, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'paulmitchell.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.0, 1 impressions of adomain 'toyota.com' with mean price 0.9, 1 impressions of adomain 'vsp.com' with mean price 0.1, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.0; 3 sessions in app 'com.newpubco.spades', 147 ad_requests with mean bid_floor 20.5, 3 impressions of adomain 'armra.com' with mean price 0.8, 2 impressions of adomain 'drpepper.com' with mean price 0.5, 4 impressions of adomain 'healthmakerlab.medicine.illinois.edu' with mean price 1.5, 1 impressions of adomain 'intuit.com' with mean price 1.6, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 0.6; 4 sessions in app 'com.opgames.mahjongtile.gp', 53 ad_requests with mean bid_floor 41.1; 6 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 268 ad_requests with mean bid_floor 11.7, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 12.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 22.4; 9 sessions in app 'com.vitastudio.mahjong', 224 ad_requests with mean bid_floor 19.4, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'goldbond.com' with mean price 0.5; 61 sessions in app 'daily.number.match.free.puzzle', 937 ad_requests with mean bid_floor 20.3; 2 sessions in app 'in.playsimple.wordtrip', 11 ad_requests with mean bid_floor 22.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-31 19:45:50;time_since_impression_in_hours is 406;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 679;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.357655338355639;partition is 501;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(Rewarded_1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(Rewarded_1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'a465e69d-592b-467c-85c1-ac89ed6e68e1;'uuid is 'ef38d6fb-4e3c-472a-9892-bed0ce637921';bid_timestamp is '2025-01-08 14:09:21';device_id is 'a465e69d-592b-467c-85c1-ac89ed6e68e1';biddate is '2025-01-08';country is 'USA';app is 'com.bbumgames.spadesroyale';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 14.874827441437;target_cpi is 2.63751710416447;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Voodoo MAX';seller_id is 170;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 20.431766;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 139760 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.85;prior_theme_impressions_count is 4;prior_tag_clicks_count is 1 ;time_since_click is '1525410';hour is '2025-01-08 14:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'ball.sort.color.water.puzzle.games', 4 ad_requests with mean bid_floor 3.2; 27 sessions in app 'com.TikGames.DominoMaster', 1188 ad_requests with mean bid_floor 6.2, 7 clicks of adomain 'paramount.com', 18 impressions of adomain 'paramount.com' with mean price 26.2; 3 sessions in app 'com.bbumgames.spadesroyale', 27 ad_requests with mean bid_floor 1.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 14.9; 9 sessions in app 'com.ig.wood.nuts.bolts.puzzle', 664 ad_requests with mean bid_floor 69.4, 3 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'amazon.com' with mean price 0.2, 4 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'chipsahoy.com' with mean price 0.3, 1 impressions of adomain 'directauto.com' with mean price 0.2, 1 clicks of adomain 'iottechnews.com', 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 0.6, 3 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 clicks of adomain 'sliding.toys', 3 impressions of adomain 'sliding.toys' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 2 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'youtube.com' with mean price 0.3; 17 sessions in app 'com.kingsofgames.chessuniverse', 264 ad_requests with mean bid_floor 29.5, 13 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'amazon.com' with mean price 0.0, 8 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'bumble.com' with mean price 0.0, 1 impressions of adomain 'dave.com' with mean price 0.1, 6 impressions of adomain 'doordash.com' with mean price 0.3, 2 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'feel-good-foods.com' with mean price 0.3, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'goya.com' with mean price 0.3, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1, 1 impressions of adomain 'luxardousa.com' with mean price 0.6, 3 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'paramount.com' with mean price 0.5, 1 impressions of adomain 'priceline.com' with mean price 0.0, 2 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'smuckers.com' with mean price 0.4, 1 impressions of adomain 'temu.com' with mean price 0.0, 4 impressions of adomain 'textnow.com' with mean price 0.1, 2 impressions of adomain 'thenewprimal.com' with mean price 0.3, 1 impressions of adomain 'truecaller.com' with mean price 0.1, 1 impressions of adomain 'wooga.com' with mean price 0.0; 2 sessions in app 'com.laim.laim', 9 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 27 ad_requests with mean bid_floor 1.0; 2 sessions in app 'com.newpubco.spades', 43 ad_requests with mean bid_floor 4.3, 1 impressions of adomain 'danone.com' with mean price 0.4, 1 impressions of adomain 'draftkings.com' with mean price 0.5; 1 sessions in app 'com.tripledot.solitaire', 101 ad_requests with mean bid_floor 18.2, 1 impressions of adomain 'truecaller.com' with mean price 0.2; 28 sessions in app 'com.wonderpeople.megahitpoker.global', 134 ad_requests with mean bid_floor 91.2; 1 sessions in app 'com.word.madness', 55 ad_requests with mean bid_floor 116.3; 2 sessions in app 'com.wordfarm.scapes', 61 ad_requests with mean bid_floor 34.2, 1 impressions of adomain 'bidease.com' with mean price 0.1; 25 sessions in app 'com.zimad.spades', 95 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-08 16:18:14;time_since_impression_in_hours is 38;channel is 'USA/I/bidmachine/com.bbumgames.spadesroyale/False/170';time_since_click_in_hours is 424;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.573938971347283;partition is 1428;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'bloom_com.bbumgames.spadesroyale_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'bloom_com.bbumgames.spadesroyale_USA_7d' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.bbumgames.spadesroyale_USA_30d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'bloom_com.bbumgames.spadesroyale_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '9cfb7747-f21a-4838-b42b-fbc5e205a046;'uuid is 'b2bf3575-2499-4046-a299-b445d572e086';bid_timestamp is '2024-12-15 20:16:16';device_id is '9cfb7747-f21a-4838-b42b-fbc5e205a046';biddate is '2024-12-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 108.7637309398;target_cpi is 4;campaign is 57526;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 196.733481;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 34971560 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.65;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '34971558';hour is '2024-12-15 20:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.stx.pullhimout', 42 ad_requests with mean bid_floor 61.8; 1 sessions in app 'parking.jam3d.traffic.jam.games.car.puzzle', 31 ad_requests with mean bid_floor 125.2; 1 sessions in app 'spider.solitaire.classic.solitaire.card.games', 1 ad_requests with mean bid_floor 2.1';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2024-12-17 5:15:45;dc_15roundended_before_d8_timestamp is 45643.1953703704;ag_retention_d1_timestamp is 2024-12-15 20:20:35;0_timestamp is 2024-12-15 20:20:35;time_since_impression_in_hours is 9714;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 9714;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.0349901928564599;partition is 2468;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.dekovir.wordrift_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_20)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.aaaudi.justblock_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.aaaudi.biblecode_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.aaaudi.justblock_retargeting_Android_CPI_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c2edc097-4844-4dd0-bea2-cdb3a3afe617;'uuid is '8e2ac944-b459-4fe6-a014-3d4124f681d2';bid_timestamp is '2024-12-20 21:43:49';device_id is 'c2edc097-4844-4dd0-bea2-cdb3a3afe617';biddate is '2024-12-20';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 9.92056909399953;target_cpi is 1.4277576882254;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 26.949153;placement_historical_value is 10.694097;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 690490 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.95;prior_theme_impressions_count is 6;prior_tag_clicks_count is 4 ;time_since_click is '690480';hour is '2024-12-20 21:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '8 sessions in app 'com.breakingnewsbrief.app', 13 ad_requests with mean bid_floor 14.1; 482 sessions in app 'com.metropcs.metrozone', 2111 ad_requests with mean bid_floor 104.0; 1 sessions in app 'com.mobilityware.Hearts', 20 ad_requests with mean bid_floor 17.3; 69 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 10271 ad_requests with mean bid_floor 14.3, 2 impressions of adomain '5252slot.com' with mean price 4.5, 1 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'metabolicmaintenance.com' with mean price 6.8, 4 impressions of adomain 'newpub.co' with mean price 1.4, 2 impressions of adomain 'oakevergames.com' with mean price 7.4, 1 impressions of adomain 'pinterest.com' with mean price 3.7; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 7.0; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 4.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-20 22:47:19;time_since_impression_in_hours is 191;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 192;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.440157428814918;partition is 1234;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'dee47a33-9d24-4111-aca7-0c4c0a75b6eb;'uuid is 'a077cc70-68c4-4dff-a60c-52b013ae80df';bid_timestamp is '2024-12-13 1:18:24';device_id is 'dee47a33-9d24-4111-aca7-0c4c0a75b6eb';biddate is '2024-12-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 20;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 've';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 3.392;placement_historical_value is 3.38341;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 7170033 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.24;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '7170031';hour is '2024-12-13 01:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.blackout.spades', 524 ad_requests with mean bid_floor 27.4; 1 sessions in app 'com.gsn.android.tripeaks', 26 ad_requests with mean bid_floor 12.0; 162 sessions in app 'com.happysky.spider', 8025 ad_requests with mean bid_floor 1.1, 3 impressions of adomain '9snail.com' with mean price 3.2, 1 impressions of adomain 'adidas.com' with mean price 0.3, 29 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'aveeno.com' with mean price 0.4, 1 clicks of adomain 'choicehotels.com', 3 impressions of adomain 'choicehotels.com' with mean price 0.4, 2 impressions of adomain 'doordash.com' with mean price 2.4, 7 impressions of adomain 'elfcosmetics.com' with mean price 0.4, 3 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.5, 2 impressions of adomain 'lifeextension.com' with mean price 0.9, 2 impressions of adomain 'liquid-iv.com' with mean price 0.4, 4 impressions of adomain 'madison-reed.com' with mean price 1.1, 1 impressions of adomain 'neutrogena.com' with mean price 0.7, 1 impressions of adomain 'numerator.com' with mean price 0.2, 6 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.8, 2 impressions of adomain 'philips.com' with mean price 0.4, 1 impressions of adomain 'pulsz.com' with mean price 0.2, 3 impressions of adomain 'sanofi.com' with mean price 0.4, 14 impressions of adomain 'textnow.com' with mean price 2.9, 3 clicks of adomain 'textnow.com', 1 impressions of adomain 'tylenol.com' with mean price 0.3, 5 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.king.bubblewitch3', 1 ad_requests with mean bid_floor 5.2; 40 sessions in app 'com.staplegames.blocksClassicSGGP', 2265 ad_requests with mean bid_floor 19.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 13.1; 14 sessions in app 'solitaire.puzzlemaker.solitaire.klondike.cardgame.patience', 52 ad_requests with mean bid_floor 17.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 1:21:26;time_since_impression_in_hours is 1991;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1992;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.187997301690569;partition is 1052;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'aed968de-c79c-480b-83e0-52b94fd47cfb;'uuid is 'a9caba29-07ea-4f17-8fa3-8deeb1173901';bid_timestamp is '2025-02-07 0:51:11';device_id is 'aed968de-c79c-480b-83e0-52b94fd47cfb';biddate is '2025-02-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 67.6857243819362;target_cpi is 1.2;campaign is 58205;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.6112;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.48;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 00:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 6 ad_requests with mean bid_floor 8.5; 2 sessions in app 'com.blackout.spades', 43 ad_requests with mean bid_floor 9.8, 1 impressions of adomain 'coldstonecreamery.com' with mean price 1.4, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 64.9; 1 sessions in app 'com.eet.bible.launcher', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.newpubco.spades', 71 ad_requests with mean bid_floor 23.3, 1 impressions of adomain 'alen.com' with mean price 0.7, 2 impressions of adomain 'clorox.com' with mean price 0.7, 1 impressions of adomain 'honda.com' with mean price 0.7, 1 impressions of adomain 'huggies.com' with mean price 0.7, 1 impressions of adomain 'icangotocollege.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.9, 1 impressions of adomain 'playsimple.in' with mean price 0.4, 3 impressions of adomain 'productmadness.com' with mean price 22.5, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.5; 1 sessions in app 'com.peoplefun.wordcross', 42 ad_requests with mean bid_floor 29.7, 1 impressions of adomain 'newpub.co' with mean price 53.9; 2 sessions in app 'easy.sudoku.puzzle.solver.free', 37 ad_requests with mean bid_floor 11.3, 1 impressions of adomain 'kaiserpermanente.org' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.7, 7 impressions of adomain 'walmart.com' with mean price 1.1; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 4.6; 1 sessions in app 'kjv.bible.kingjamesbible', 4 ad_requests with mean bid_floor 7.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 0:58:56;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.895086290203847;partition is 3056;segments is ['bloom_com.blackout.spades_USA_80' 'bloom_com.blackout.spades_USA_1d' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '6b16568e-cbf2-4f1e-b1cb-d6578de63a4a;'uuid is 'abc37df1-d46a-4ae8-8d4d-647f6f44a21a';bid_timestamp is '2024-12-22 1:14:25';device_id is '6b16568e-cbf2-4f1e-b1cb-d6578de63a4a';biddate is '2024-12-22';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 23.8508723676204;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 293.048973;placement_historical_value is 22.683397;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 1508101 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '1508096';hour is '2024-12-22 01:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '68 sessions in app 'com.blackout.spades', 8773 ad_requests with mean bid_floor 35.6, 2 impressions of adomain 'amazon.com' with mean price 1.7, 1 clicks of adomain 'consumertestconnect.com', 2 impressions of adomain 'consumertestconnect.com' with mean price 38.5, 1 clicks of adomain 'espnbet.com', 1 impressions of adomain 'espnbet.com' with mean price 22.4, 1 impressions of adomain 'goldennugget.com' with mean price 1.0, 1 impressions of adomain 'horizondentalcares.com' with mean price 1.4, 1 impressions of adomain 'medscape.org' with mean price 1.6, 1 impressions of adomain 'monoferric.com' with mean price 1.9, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 4.4, 6 impressions of adomain 'solitairecash.com' with mean price 1.4; 1 sessions in app 'com.block.game.jigsaw.puzzles', 2 ad_requests with mean bid_floor 10.9; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 7.9; 423 sessions in app 'com.metropcs.metrozone', 2484 ad_requests with mean bid_floor 108.8; 19 sessions in app 'com.newpubco.spades', 1757 ad_requests with mean bid_floor 12.6, 1 impressions of adomain 'abbvie.com' with mean price 1.0, 1 impressions of adomain 'airsuprahcp.com' with mean price 2.2, 1 impressions of adomain 'alibaba.com' with mean price 1.2, 106 impressions of adomain 'amazon.com' with mean price 0.8, 2 impressions of adomain 'audible.com' with mean price 0.4, 2 impressions of adomain 'axsome.com' with mean price 1.1, 6 impressions of adomain 'bhhs.com' with mean price 0.5, 1 impressions of adomain 'cargill.com' with mean price 0.5, 3 impressions of adomain 'casino.draftkings.com' with mean price 31.0, 2 clicks of adomain 'casino.draftkings.com', 4 impressions of adomain 'cbsinteractive.com' with mean price 0.5, 1 impressions of adomain 'chomps.com' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.4, 2 impressions of adomain 'comcasttechnologysolutions.com' with mean price 1.6, 6 impressions of adomain 'curaleaf.com' with mean price 0.8, 1 impressions of adomain 'dave.com' with mean price 0.7, 10 impressions of adomain 'depend.com' with mean price 0.6, 1 impressions of adomain 'dexcom.com' with mean price 1.2, 1 impressions of adomain 'directauto.com' with mean price 0.7, 1 impressions of adomain 'draftkings.com' with mean price 1.5, 1 impressions of adomain 'eastfalls.jefferson.edu' with mean price 0.7, 2 impressions of adomain 'extclaims.com' with mean price 1.4, 1 impressions of adomain 'finred.usalearning.gov' with mean price 1.1, 2 impressions of adomain 'floorcoveringsinternational.com' with mean price 1.5, 3 impressions of adomain 'goldennugget.com' with mean price 7.0, 1 impressions of adomain 'goodnites.com' with mean price 1.5, 1 impressions of adomain 'google.com' with mean price 0.4, 4 impressions of adomain 'instacart.com' with mean price 0.6, 1 impressions of adomain 'ivory.com' with mean price 0.8, 1 impressions of adomain 'justplayapps.com' with mean price 0.5, 1 impressions of adomain 'kitchenaid.com' with mean price 0.4, 1 impressions of adomain 'kovocredit.com' with mean price 13.7, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.7, 2 impressions of adomain 'lokelma-hcp.com' with mean price 1.3, 2 impressions of adomain 'mccormick.com' with mean price 0.5, 9 impressions of adomain 'medscape.org' with mean price 0.6, 2 impressions of adomain 'meetme.com' with mean price 0.8, 1 impressions of adomain 'metamucil.com' with mean price 1.6, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 4 impressions of adomain 'mpfs.org' with mean price 0.5, 1 impressions of adomain 'natrol.com' with mean price 0.9, 1 impressions of adomain 'no7beauty.com' with mean price 0.7, 2 impressions of adomain 'oakevergames.com' with mean price 19.9, 1 impressions of adomain 'oldspice.com' with mean price 0.7, 1 impressions of adomain 'opill.com' with mean price 0.8, 2 impressions of adomain 'paramountplus.com' with mean price 1.3, 1 impressions of adomain 'patientdoctorpartnership.com' with mean price 1.4, 2 impressions of adomain 'paypal.com' with mean price 1.4, 2 impressions of adomain 'peco-energy.com' with mean price 0.9, 1 impressions of adomain 'pennmedicine.org' with mean price 1.7, 5 impressions of adomain 'pluto.tv' with mean price 0.6, 1 impressions of adomain 'poconomountains.com' with mean price 1.2, 4 impressions of adomain 'prevnar20.com' with mean price 1.7, 2 impressions of adomain 'prilosecotc.com' with mean price 1.6, 6 impressions of adomain 'samsclub.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'self.inc' with mean price 0.4, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.5, 10 impressions of adomain 'solitairecash.com' with mean price 2.0, 3 impressions of adomain 'solocup.com' with mean price 1.0, 4 impressions of adomain 'solvwellness.com' with mean price 1.1, 1 impressions of adomain 'steelseries.com' with mean price 0.4, 1 impressions of adomain 'subaru.com' with mean price 0.7, 1 impressions of adomain 'tastytrade.com' with mean price 0.7, 1 impressions of adomain 'temptationstreats.com' with mean price 0.8, 1 impressions of adomain 'vicks.com' with mean price 1.1, 2 impressions of adomain 'visitmaryland.org' with mean price 1.8, 2 impressions of adomain 'vote.pa.gov' with mean price 0.7, 1 impressions of adomain 'wakefern.com' with mean price 0.5, 2 impressions of adomain 'walgreens.com' with mean price 0.9, 3 impressions of adomain 'wawa.com' with mean price 0.5, 3 impressions of adomain 'woodmenlife.com' with mean price 0.8, 35 impressions of adomain 'xifaxan.com' with mean price 2.6, 1 impressions of adomain 'xiidra-ecp.com' with mean price 1.0, 1 impressions of adomain 'zscaler.com' with mean price 0.6; 9 sessions in app 'com.offerup', 14 ad_requests with mean bid_floor 10.8; 1 sessions in app 'com.peoplefun.wordcross', 6 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 2.6; 1 sessions in app 'in.playsimple.wordsearch', 8 ad_requests with mean bid_floor 7.7; 2 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 15.7';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2024-12-30 20:24:59;dc_15roundended_before_d8_timestamp is 45653.7254282407;ag_retention_d1_timestamp is 2024-12-22 8:08:51;0_timestamp is 2024-12-22 8:08:51;time_since_impression_in_hours is 418;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 419;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0885059293545463;partition is 1325;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'explore' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '42bd6b3c-9366-449c-9382-abd90d14a8d9;'uuid is '0b386c47-50d8-4e6d-8513-eb78264c8c9c';bid_timestamp is '2024-12-31 9:41:32';device_id is '42bd6b3c-9366-449c-9382-abd90d14a8d9';biddate is '2024-12-31';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 52.3612239669762;target_cpi is 4.35005196092029;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 111678 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.24;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '111649';hour is '2024-12-31 09:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '6 sessions in app 'com.mobilityware.GinRummySolitaire', 2045 ad_requests with mean bid_floor 15.3, 1 clicks of adomain 'bibliaconsigo.com', 1 impressions of adomain 'bibliaconsigo.com' with mean price 1.7, 1 impressions of adomain 'carnival.com' with mean price 0.1, 1 impressions of adomain 'cawellnesscoach.org' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'healthapplines.com' with mean price 2.4, 3 impressions of adomain 'illinoislottery.com' with mean price 0.1, 1 impressions of adomain 'instacart.com' with mean price 0.1, 2 impressions of adomain 'jackery.com' with mean price 0.1, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 2 impressions of adomain 'justdice.io' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1, 1 impressions of adomain 'mars.com' with mean price 0.3, 1 impressions of adomain 'mintegral.com' with mean price 1.2, 3 impressions of adomain 'playtika.com' with mean price 2.2, 2 impressions of adomain 'pluto.tv' with mean price 2.0, 1 impressions of adomain 'pricelines.com' with mean price 0.1, 19 impressions of adomain 'productmadness.com' with mean price 0.3, 1 impressions of adomain 'sliding.toys' with mean price 0.1, 3 impressions of adomain 'tech.pokergaga.net' with mean price 0.1, 4 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'truecaller.com' with mean price 0.1, 3 impressions of adomain 'tubitv.com' with mean price 3.6, 1 clicks of adomain 'tubitv.com', 2 impressions of adomain 'walgreens.com' with mean price 0.9, 3 impressions of adomain 'weather.com' with mean price 0.1; 23 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1479 ad_requests with mean bid_floor 14.1, 2 impressions of adomain 'oakevergames.com' with mean price 9.5, 3 impressions of adomain 'temu.com' with mean price 16.3; 12 sessions in app 'com.tripledot.solitaire', 997 ad_requests with mean bid_floor 6.7, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 1 impressions of adomain 'beiersdorf.com' with mean price 0.6, 2 impressions of adomain 'carnival.com' with mean price 0.8, 1 impressions of adomain 'cvs.com' with mean price 1.9, 1 impressions of adomain 'franksredhot.com' with mean price 0.8, 2 impressions of adomain 'geico.com' with mean price 1.2, 2 impressions of adomain 'kaiserpermanente.org' with mean price 1.2, 3 impressions of adomain 'legoland.com' with mean price 1.1, 1 impressions of adomain 'lunagrill.com' with mean price 0.7, 2 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'metamucil.com' with mean price 0.5, 2 impressions of adomain 'olay.com' with mean price 0.6, 1 impressions of adomain 'operationsmile.org' with mean price 0.3, 1 impressions of adomain 'oralb.com' with mean price 1.1, 2 impressions of adomain 'robitussin.com' with mean price 0.7, 3 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'southwest.com' with mean price 0.1, 1 impressions of adomain 'theraflu.com' with mean price 0.6, 1 impressions of adomain 'tysonfoods.com' with mean price 0.7, 2 impressions of adomain 'vicks.com' with mean price 0.6, 6 impressions of adomain 'walgreens.com' with mean price 1.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-31 9:47:22;time_since_impression_in_hours is 31;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 31;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.529130889988621;partition is 2309;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2f5a0979-4cb9-4a63-a83c-9b21847c6095;'uuid is 'd6b98a20-660d-44c5-b46d-87d708745928';bid_timestamp is '2024-12-14 3:51:08';device_id is '2f5a0979-4cb9-4a63-a83c-9b21847c6095';biddate is '2024-12-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 14.6364644169807;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 37.677725;placement_historical_value is 15.37103;third_party_bid_price is ;prior_tag_impressions_count is 23 ;time_since_impression is 106705 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.84;prior_theme_impressions_count is 23;prior_tag_clicks_count is 5 ;time_since_click is '106698';hour is '2024-12-14 03:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'com.baf.connectballs', 36 ad_requests with mean bid_floor 2.6; 8 sessions in app 'com.blackout.spades', 4894 ad_requests with mean bid_floor 30.7, 18 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'fuelyourfuture.sswd-center.org' with mean price 1.7, 1 impressions of adomain 'mikmak.tv' with mean price 1.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'orgain.com' with mean price 1.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.9, 1 impressions of adomain 'personalcarecouncil.org' with mean price 1.1, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'sling.com' with mean price 0.4; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.fbig.spades', 4 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.fiogonia.spades', 38 ad_requests with mean bid_floor 30.1; 7 sessions in app 'com.mobilityware.Spades', 1401 ad_requests with mean bid_floor 14.4, 1 clicks of adomain 'bbumgames.com', 2 impressions of adomain 'bbumgames.com' with mean price 4.1, 1 impressions of adomain 'fasenrahcp.com' with mean price 44.7, 3 impressions of adomain 'fruzaqlahcp.com' with mean price 49.7, 2 impressions of adomain 'jemperlihcp.com' with mean price 7.0, 1 impressions of adomain 'novomedlink.com' with mean price 4.3, 1 clicks of adomain 'playtika.com', 1 impressions of adomain 'playtika.com' with mean price 5.1, 1 clicks of adomain 'scorewarrior.com', 1 impressions of adomain 'scorewarrior.com' with mean price 3.7, 3 impressions of adomain 'wedobest.com.cn' with mean price 6.7; 1 sessions in app 'com.newpubco.spades', 12 ad_requests with mean bid_floor 9.3; 14 sessions in app 'com.newreading.goodreels', 306 ad_requests with mean bid_floor 1.5; 3 sessions in app 'com.radio.pocketfm', 13 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.solitarie.card.regal.game', 21 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 7 ad_requests with mean bid_floor 0.3; 8 sessions in app 'com.storymatrix.drama', 139 ad_requests with mean bid_floor 38.9; 5 sessions in app 'com.tripledot.solitaire', 95 ad_requests with mean bid_floor 17.6; 63 sessions in app 'com.tripledot.spades', 2026 ad_requests with mean bid_floor 16.2, 1 impressions of adomain 'adequan.com' with mean price 1.7, 1 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'admile.com' with mean price 0.3, 1 impressions of adomain 'agrigold.com' with mean price 1.6, 1 impressions of adomain 'airproducts.com' with mean price 0.7, 42 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'americangreetings.com' with mean price 0.8, 1 impressions of adomain 'app.dashdramas.com' with mean price 0.0, 4 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'carnival.com' with mean price 0.3, 1 impressions of adomain 'cash.app' with mean price 0.0, 1 impressions of adomain 'cerave.com' with mean price 0.3, 2 impressions of adomain 'chefroccowhalen.com' with mean price 1.1, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 2 impressions of adomain 'comporium.com' with mean price 0.4, 2 impressions of adomain 'covergirl.com' with mean price 0.4, 1 impressions of adomain 'crest.com' with mean price 0.3, 1 impressions of adomain 'danone.com' with mean price 0.5, 1 impressions of adomain 'dareybrands.com' with mean price 0.6, 1 impressions of adomain 'dentalxp.com' with mean price 0.3, 3 impressions of adomain 'depend.com' with mean price 0.4, 4 impressions of adomain 'discover.com' with mean price 2.0, 5 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.5, 1 impressions of adomain 'drinkwaterloo.com' with mean price 0.7, 1 impressions of adomain 'drybarshops.com' with mean price 0.4, 1 impressions of adomain 'elementsmassage.com' with mean price 0.3, 4 impressions of adomain 'fasenrahcp.com' with mean price 0.7, 1 impressions of adomain 'fcticlassaction.com' with mean price 0.4, 1 impressions of adomain 'fidelity.com' with mean price 0.9, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 4 impressions of adomain 'forcefactor.com' with mean price 0.5, 7 impressions of adomain 'generalmills.com' with mean price 4.0, 1 impressions of adomain 'gillette.com' with mean price 0.6, 3 impressions of adomain 'goldbond.com' with mean price 1.0, 1 impressions of adomain 'goodnites.com' with mean price 0.3, 1 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'hardrockhotels.com' with mean price 0.7, 2 impressions of adomain 'hometownfoodcompany.com' with mean price 0.9, 3 impressions of adomain 'huggies.com' with mean price 0.3, 1 impressions of adomain 'ingrezza.com' with mean price 1.0, 1 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'jared.com' with mean price 0.8, 1 impressions of adomain 'jtscdjrofcolumbia.com' with mean price 0.7, 1 impressions of adomain 'kashkick.com' with mean price 0.0, 1 impressions of adomain 'kay.com' with mean price 0.9, 2 impressions of adomain 'kelloggs.com' with mean price 0.3, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 1 impressions of adomain 'kiacolumbia.com' with mean price 0.8, 1 impressions of adomain 'kindsnacks.com' with mean price 0.6, 2 impressions of adomain 'learnings.com.cn' with mean price 0.0, 1 impressions of adomain 'learnsativa.org' with mean price 1.4, 1 impressions of adomain 'libertyhealthcareandrehab.com' with mean price 0.4, 3 impressions of adomain 'libertytax.com' with mean price 0.8, 2 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'livewestern.wcu.edu' with mean price 2.3, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 3 impressions of adomain 'natrol.com' with mean price 0.9, 1 impressions of adomain 'ncdhhs.gov' with mean price 0.5, 2 impressions of adomain 'ncschoolheroes.com' with mean price 0.5, 2 impressions of adomain 'ncsecu.org' with mean price 0.9, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 5 impressions of adomain 'ocrevus.com' with mean price 0.5, 2 impressions of adomain 'olay.com' with mean price 0.6, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 2 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 126 impressions of adomain 'paramountplus.com' with mean price 0.6, 10 impressions of adomain 'pfizerpro.com' with mean price 0.7, 1 impressions of adomain 'pg.com' with mean price 0.5, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 1.4, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'playtika.com' with mean price 0.0, 2 impressions of adomain 'poise.com' with mean price 0.4, 1 impressions of adomain 'prilosecotc.com' with mean price 0.5, 7 impressions of adomain 'psychicsource.com' with mean price 0.5, 4 impressions of adomain 'pull-ups.com' with mean price 0.5, 1 impressions of adomain 'quadientdirect.com' with mean price 0.6, 2 impressions of adomain 'rockhillford.com' with mean price 0.5, 6 impressions of adomain 'samsclub.com' with mean price 0.7, 3 impressions of adomain 'scottbrand.com' with mean price 0.7, 4 impressions of adomain 'secret.com' with mean price 0.4, 4 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'speedway.com' with mean price 0.7, 3 impressions of adomain 'stellaartois.com' with mean price 0.7, 1 impressions of adomain 'stonyfield.com' with mean price 0.5, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 4 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 2 impressions of adomain 'thenewprimal.com' with mean price 1.0, 1 impressions of adomain 'thomsonreuters.com' with mean price 0.8, 1 impressions of adomain 'usw.edu' with mean price 1.8, 1 impressions of adomain 'vicks.com' with mean price 0.6, 2 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.3; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 1.1; 2 sessions in app 'in.playsimple.wordsearch', 3 ad_requests with mean bid_floor 7.9; 3 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 7.9; 3 sessions in app 'spades.solitaire.card.games.free', 33 ad_requests with mean bid_floor 93.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-14 3:56:41;time_since_impression_in_hours is 29;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 30;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.459030199395758;partition is 529;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '61d41993-ab96-4214-be91-8202fae87f6f;'uuid is '6968f835-20c4-4a34-90c0-b12a7c4ec7d0';bid_timestamp is '2025-01-21 7:47:41';device_id is '61d41993-ab96-4214-be91-8202fae87f6f';biddate is '2025-01-21';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 68.1445376828042;target_cpi is 2;campaign is 58071;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.416667;placement_historical_value is 128.886725;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 6.31;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-21 07:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '18 sessions in app 'bitcoin.minning.com', 170 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.blockchainvault', 10 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.chichi.love.water.puzzle.color.sort', 65 ad_requests with mean bid_floor 302.2; 1 sessions in app 'com.habit.record.reward.tracker', 2 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.magical.circle.cwop', 94 ad_requests with mean bid_floor 12.5; 1 sessions in app 'com.megarewards.scratchcardgo', 1 ad_requests with mean bid_floor 73.4; 6 sessions in app 'com.newpubco.spades', 606 ad_requests with mean bid_floor 21.9, 1 clicks of adomain 'com.tacticalsyndicate.assess', 3 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 31.2, 6 impressions of adomain 'dhgate.com' with mean price 1.0, 1 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.7, 1 clicks of adomain 'games.atlasreality.com', 1 impressions of adomain 'games.atlasreality.com' with mean price 44.1, 1 impressions of adomain 'hellomillions.com' with mean price 19.8, 1 impressions of adomain 'klover.app' with mean price 1.4, 1 impressions of adomain 'kovocredit.com' with mean price 19.6, 1 impressions of adomain 'numerator.com' with mean price 0.8, 1 impressions of adomain 'paramountplus.com' with mean price 1.4, 2 impressions of adomain 'playtika.com' with mean price 10.2, 1 impressions of adomain 'productmadness.com' with mean price 1.8, 2 impressions of adomain 'samsung.com' with mean price 0.7, 3 impressions of adomain 'sce.com' with mean price 0.5, 1 impressions of adomain 'self.inc' with mean price 0.8, 3 impressions of adomain 'sezzle.com' with mean price 0.8, 1 impressions of adomain 'tech.pokergaga.net' with mean price 19.5, 1 clicks of adomain 'temu.com', 5 impressions of adomain 'temu.com' with mean price 13.1; 2 sessions in app 'com.offerup', 7 ad_requests with mean bid_floor 10.7; 5 sessions in app 'com.playvalve.spades', 58 ad_requests with mean bid_floor 39.2; 7 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 162 ad_requests with mean bid_floor 8.1, 2 impressions of adomain 'mobilityware.com' with mean price 4.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 68.1; 1 sessions in app 'com.taggedapp', 1 ad_requests with mean bid_floor 7.4; 1 sessions in app 'com.watch2earnapp.earnmoney.cashearningapp', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.xmxmy.sjyx.com', 49 ad_requests with mean bid_floor 19.1; 5 sessions in app 'volumebooster.equalizer.soundbooster.bassboost', 23 ad_requests with mean bid_floor 4.3; 1 sessions in app 'water.sort.puzzle.game.color.sorting.free', 10 ad_requests with mean bid_floor 6.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45685.7762615741;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-22 5:15:49;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.606773718590493;partition is 3548;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_100k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'net.supertreat.solitaire_Android_IAP_abdoul_500k_01_01_2025' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_100k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k' 'Android_ALL_IAP_abdoul_500k_01_01_2025']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '8b589d56-6719-4ee7-b4d2-6ff52cf74fcd;'uuid is '714a6a98-e05f-4f28-88ae-9b3fb08c1b2c';bid_timestamp is '2025-02-07 21:16:46';device_id is '8b589d56-6719-4ee7-b4d2-6ff52cf74fcd';biddate is '2025-02-07';country is 'USA';app is 'com.vitastudio.senior.jigsaw';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 81.6487559533777;target_cpi is 3;campaign is 58319;creative_id is 229286;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 159.083728;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 7861615 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 4.02;prior_theme_impressions_count is 2;prior_tag_clicks_count is 6 ;time_since_click is '7861584';hour is '2025-02-07 21:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.MomoEs.KarfarolGames', 2 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.block.blast.free.cube.puzzle.game', 12 ad_requests with mean bid_floor 157.5, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.3; 1 sessions in app 'com.blood.pressure.bptracker', 2 ad_requests with mean bid_floor 100.8; 1 sessions in app 'com.color.busfrenzy', 8 ad_requests with mean bid_floor 7.3; 12 sessions in app 'com.fiogonia.yatzy', 106 ad_requests with mean bid_floor 42.7; 15 sessions in app 'com.forevernine.texaspoker.android', 33 ad_requests with mean bid_floor 11.9; 4 sessions in app 'com.game.tia_android', 149 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.hiit.home.workout.men.jian048lite', 2 ad_requests with mean bid_floor 0.0; 9 sessions in app 'com.hsv.privatebrowser', 42 ad_requests with mean bid_floor 48.5; 1 sessions in app 'com.jctswbglsm.SwipeAway', 17 ad_requests with mean bid_floor 8.4; 7 sessions in app 'com.mobilityware.Spades', 231 ad_requests with mean bid_floor 24.3, 2 impressions of adomain 'tech.pokergaga.net' with mean price 28.9; 3 sessions in app 'com.newpubco.spades', 105 ad_requests with mean bid_floor 22.0, 1 impressions of adomain 'fsbchecking.com' with mean price 0.9, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'oakevergames.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'spectrum.com' with mean price 2.0, 1 impressions of adomain 'tacotime.com' with mean price 1.1; 2 sessions in app 'com.opgames.mahjongtile.gp', 19 ad_requests with mean bid_floor 5.6; 3 sessions in app 'com.tripledot.blackjack', 84 ad_requests with mean bid_floor 221.7; 5 sessions in app 'com.vitastudio.mahjong', 104 ad_requests with mean bid_floor 26.7, 1 impressions of adomain 'coldstonecreamery.com' with mean price 1.0; 11 sessions in app 'com.vitastudio.senior.jigsaw', 221 ad_requests with mean bid_floor 25.0, 2 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'billingsclinic.com' with mean price 0.4, 1 impressions of adomain 'bushbeans.com' with mean price 0.9, 1 impressions of adomain 'bznrealestate.com' with mean price 0.2, 1 impressions of adomain 'chipsahoy.com' with mean price 0.4, 1 impressions of adomain 'coldstonecreamery.com' with mean price 2.3, 1 impressions of adomain 'haleon.com' with mean price 0.1, 2 impressions of adomain 'icyhot.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'krisnunn.design' with mean price 0.2, 1 impressions of adomain 'mccormick.com' with mean price 0.1, 20 impressions of adomain 'medscape.org' with mean price 0.2, 1 impressions of adomain 'newpub.co' with mean price 81.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.5, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 1.5, 1 impressions of adomain 'schiffvitamins.com' with mean price 0.4, 1 impressions of adomain 'sourpatchkids.com' with mean price 0.8, 8 impressions of adomain 'spectrum.com' with mean price 2.3, 2 impressions of adomain 'tysonfoods.com' with mean price 0.6, 2 impressions of adomain 'walmart.com' with mean price 0.5; 1 sessions in app 'free.os.jump.superbros.adventure.world', 3 ad_requests with mean bid_floor 0.1; 4 sessions in app 'in.playsimple.wordtrip', 22 ad_requests with mean bid_floor 17.6; 17 sessions in app 'jigsaw.puzzle.game.banana', 286 ad_requests with mean bid_floor 7.7, 12 impressions of adomain '19thandgraf.com' with mean price 0.8, 1 impressions of adomain 'allergan.com' with mean price 0.4, 12 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'amcplus.com' with mean price 0.5, 1 impressions of adomain 'azoproducts.com' with mean price 0.4, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.3, 1 impressions of adomain 'codot.gov' with mean price 0.2, 1 impressions of adomain 'coloradolottery.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.3, 1 impressions of adomain 'distrokid.com' with mean price 0.2, 1 impressions of adomain 'granbyranchhomes.com' with mean price 1.2, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 3 impressions of adomain 'liveatthearrow.com' with mean price 0.8, 1 impressions of adomain 'livingstonenterprise.com' with mean price 0.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'montanaexpressions.com' with mean price 0.3, 3 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 2 impressions of adomain 'platoscloset.com' with mean price 0.8, 1 impressions of adomain 'schwab.com' with mean price 0.2, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'subaru.com' with mean price 0.1, 1 clicks of adomain 'walmart.com', 21 impressions of adomain 'walmart.com' with mean price 1.2; 2 sessions in app 'loppipoppi.yatzy', 21 ad_requests with mean bid_floor 2.6; 5 sessions in app 'mtg1849907847', 0 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 21:18:03;time_since_impression_in_hours is 2183;channel is 'USA/I/bidmachine/com.vitastudio.senior.jigsaw/False/126';time_since_click_in_hours is 2184;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.070438586498164;partition is 96;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'embeddings_centroid_similarity_wordmakers_installs' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 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'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 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'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP_5_AG_100k_01_31_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.partyup.blockjam_Android_CPA(purchase)_abdoul_V5_Appgrowth_New_100k_12_14_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.block.juggle_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.block.juggle_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_LOW_VAR_AG_100k_01_25_2025' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_LOW_VAR_AG_42k_01_31_2025' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '52df662d-f91e-4aff-a4b3-3cceecaea80d;'uuid is 'ed699cb1-1a79-4e05-ae38-83f8dcfc7323';bid_timestamp is '2025-02-06 16:15:22';device_id is '52df662d-f91e-4aff-a4b3-3cceecaea80d';biddate is '2025-02-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 63.8603042813377;target_cpi is 1.2;campaign is 58205;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 25.44;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.32;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 16:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.LoopGames.Domino', 4 ad_requests with mean bid_floor 2.2; 4 sessions in app 'com.blackout.spades', 352 ad_requests with mean bid_floor 28.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 63.9, 4 impressions of adomain 'offerhives.com' with mean price 1.1, 2 impressions of adomain 'starbucks.com' with mean price 1.8; 1 sessions in app 'com.bonnie.trafficescape', 12 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.newpubco.spades', 16 ad_requests with mean bid_floor 19.7, 1 impressions of adomain '9snail.com' with mean price 0.8, 1 impressions of adomain 'productmadness.com' with mean price 0.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 16:26:34;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0511624551558659;partition is 2373;segments is ['HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'bloom_com.blackout.spades_USA_1d' 'HDIP_iOS_USA_200_users_LITE' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '93ac28a5-96db-4166-b35f-d59465f1d060;'uuid is '0485a370-15da-4e98-9b5f-03e6368ff14c';bid_timestamp is '2025-01-29 18:21:21';device_id is '93ac28a5-96db-4166-b35f-d59465f1d060';biddate is '2025-01-29';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'fyber';raw_price is 177.727259212226;target_cpi is 20;campaign is 58204;creative_id is 229286;session_duration is 3 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'ie';bid_floor is 3.76405999999999 ;min_floor is 3.76405999999999 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.75;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-29 18:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '29 sessions in app 'com.blackout.spades', 1658 ad_requests with mean bid_floor 26.2, 6 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'cash.app' with mean price 0.5, 1 impressions of adomain 'cerave.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 1.7; 194 sessions in app 'com.casualino.euchrecom', 2986 ad_requests with mean bid_floor 18.6; 2 sessions in app 'com.music.game.dancing.hair.beat.race', 43 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.newpubco.spades', 59 ad_requests with mean bid_floor 10.9, 1 impressions of adomain 'cash.app' with mean price 0.3, 1 impressions of adomain 'casino.draftkings.com' with mean price 1.6, 1 impressions of adomain 'draftkings.com' with mean price 0.5, 2 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.5, 1 impressions of adomain 'healthprimal.com' with mean price 17.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'ozempic.com' with mean price 2.6, 1 impressions of adomain 'playtika.com' with mean price 1.1; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 7.4; 3 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 20.9; 1 sessions in app 'solitaire.tripeaks.farm.free.card.games.grand.harvest.garden', 5 ad_requests with mean bid_floor 34.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-29 18:23:18;time_since_impression_in_hours is 0;channel is 'USA/I/fyber/com.blackout.spades/True/119';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.328639623095556;partition is 1361;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_Baseline_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '1c723a7b-1678-4891-8bdd-6cc861c846e5;'uuid is '3ed91617-c90d-4bce-9c5e-0b6d22f46993';bid_timestamp is '2025-02-01 4:16:03';device_id is '1c723a7b-1678-4891-8bdd-6cc861c846e5';biddate is '2025-02-01';country is 'USA';app is 'com.app.game.ak.eggsplode';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 6.10937833997131;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 22 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';bid_floor is 3.9856 ;min_floor is 3.9856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-01 04:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '20 sessions in app 'com.app.game.ak.eggsplode', 1061 ad_requests with mean bid_floor 22.0; 1 sessions in app 'com.newpubco.spades', 3 ad_requests with mean bid_floor 2.4; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-01 4:21:30;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.app.game.ak.eggsplode/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.984038767663931;partition is 2893;segments is ['de.empfohlen_Android_CPA(App Opened)_abdoul_V4_2000k' 'HDIP_iOS_USA_WiFi_100_users_LITE']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'a2714906-003e-4abb-8a17-73e5ef6db59a;'uuid is '9fa7cf33-8522-437a-bfd7-d358bc29e026';bid_timestamp is '2025-01-13 20:08:23';device_id is 'a2714906-003e-4abb-8a17-73e5ef6db59a';biddate is '2025-01-13';country is 'USA';app is 'com.bbumgames.spadesroyale';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 11.537290471903;target_cpi is 0.920214767157609;campaign is 57945;creative_id is 228773;session_duration is 0 ;seller_name is 'Voodoo MAX';seller_id is 170;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 1.062452;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 11054955 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.47;prior_theme_impressions_count is 6;prior_tag_clicks_count is 4 ;time_since_click is '11054950';hour is '2025-01-13 20:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '14 sessions in app 'com.bbumgames.spadesroyale', 252 ad_requests with mean bid_floor 1.0, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 11.5; 3 sessions in app 'com.igs.slotverse', 4 ad_requests with mean bid_floor 56.1; 2 sessions in app 'com.newpubco.spades', 27 ad_requests with mean bid_floor 9.5, 2 impressions of adomain 'huggies.com' with mean price 1.1; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 5.6; 2 sessions in app 'com.sciplay.dancingdrumsslots', 50 ad_requests with mean bid_floor 20.3; 1 sessions in app 'in.playsimple.tripcross', 8 ad_requests with mean bid_floor 11.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-16 0:10:52;time_since_impression_in_hours is 3070;channel is 'USA/I/bidmachine/com.bbumgames.spadesroyale/False/170';time_since_click_in_hours is 3071;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.221392429725745;partition is 3949;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'bloom_com.bbumgames.spadesroyale_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'bloom_com.bbumgames.spadesroyale_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'bloom_com.bbumgames.spadesroyale_USA_30d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'bloom_com.bbumgames.spadesroyale_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd94136e8-c3be-4f76-9c16-9a3596401815;'uuid is '6005ca16-8311-44b3-a4b8-603469fa6929';bid_timestamp is '2025-01-06 23:40:26';device_id is 'd94136e8-c3be-4f76-9c16-9a3596401815';biddate is '2025-01-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 229.810208082199;target_cpi is 10;campaign is 57793;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.5;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-06 23:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'YouTubeVideos', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.DemonishINc.DiceApp', 2 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.blackout.spades', 105 ad_requests with mean bid_floor 37.0, 1 impressions of adomain 'mattel163.com' with mean price 0.7, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 229.8; 1 sessions in app 'com.econogames.wordsearch.gp', 6 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.fiogonia.spades', 32 ad_requests with mean bid_floor 51.5; 3 sessions in app 'com.miniclip.eightballpool', 13 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.newpubco.spades', 14 ad_requests with mean bid_floor 9.1; 1 sessions in app 'com.staplegames.solitaireGP', 1 ad_requests with mean bid_floor 127.2; 1 sessions in app 'com.vitastudio.mahjong', 10 ad_requests with mean bid_floor 17.1; 3 sessions in app 'com.woniu.filp', 153 ad_requests with mean bid_floor 23.3; 3 sessions in app 'com.wordsearch.wordtrip.crossword.puzzle', 26 ad_requests with mean bid_floor 3.5; 1 sessions in app 'in.playsimple.tripcross', 8 ad_requests with mean bid_floor 12.7; 8 sessions in app 'in.playsimple.wordsearch', 471 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'intuit.com' with mean price 0.8, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'pentlyconger.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'toppers.com' with mean price 0.6; 1 sessions in app 'pool.master.billiards.ball.games', 1 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-06 23:45:47;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.627624439199187;partition is 3069;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f96126de-e24c-4ed2-9eaf-c53ec2c38748;'uuid is '7302c7f1-e1fb-41d6-943f-b7d17ebe9f68';bid_timestamp is '2025-01-03 1:56:10';device_id is 'f96126de-e24c-4ed2-9eaf-c53ec2c38748';biddate is '2025-01-03';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 25.7312271504118;target_cpi is 1.64294053651038;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 28.307467;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 511253 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.05;prior_theme_impressions_count is 7;prior_tag_clicks_count is 4 ;time_since_click is '1479561';hour is '2025-01-03 01:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.blackout.spades', 64 ad_requests with mean bid_floor 11.4, 1 impressions of adomain 'offerhives.com' with mean price 0.6; 4 sessions in app 'com.csnmedia.android.bg', 4 ad_requests with mean bid_floor 3.5; 17 sessions in app 'com.king.candycrushsaga', 24 ad_requests with mean bid_floor 5.0; 3 sessions in app 'com.mobilityware.solitaire', 319 ad_requests with mean bid_floor 31.1, 1 impressions of adomain 'alkaseltzer.com' with mean price 1.1, 1 impressions of adomain 'amazon.com' with mean price 0.3, 8 impressions of adomain 'bk.com' with mean price 0.3, 4 impressions of adomain 'chumbacasino.com' with mean price 0.3, 1 impressions of adomain 'excedrin.com' with mean price 0.4, 1 impressions of adomain 'lumryz.com' with mean price 0.3, 1 impressions of adomain 'navyfederal.org' with mean price 1.3, 1 impressions of adomain 'nexium24hr.com' with mean price 0.3, 2 impressions of adomain 'paxlovid.com' with mean price 0.5, 1 impressions of adomain 'paypal.com' with mean price 0.4, 3 impressions of adomain 'temu.com' with mean price 26.0, 1 impressions of adomain 'usbank.com' with mean price 0.3; 2 sessions in app 'com.playvalve.solitaire', 54 ad_requests with mean bid_floor 72.3; 1 sessions in app 'com.solitaire.relax.classic.card.game', 16 ad_requests with mean bid_floor 42.8; 6 sessions in app 'com.solitarie.card.regal.game', 373 ad_requests with mean bid_floor 103.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 2:00:47;time_since_impression_in_hours is 142;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 411;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.840632739325546;partition is 3444;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_100k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7709bec9-e9a7-4544-b713-397303d7f8d4;'uuid is '099959cd-178b-48f2-9673-037dca99e573';bid_timestamp is '2025-01-31 16:35:38';device_id is '7709bec9-e9a7-4544-b713-397303d7f8d4';biddate is '2025-01-31';country is 'USA';app is 'com.playvalve.dominoes';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 90.203498650657;target_cpi is 0.351365596055984;campaign is 58234;creative_id is 219049;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'vp';bid_floor is 42.817 ;min_floor is 6.0526 ;bidmachine_placement_value is 48.923077;placement_historical_value is ;third_party_bid_price is 42.817;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-31 16:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '57 sessions in app 'air.com.beachbumgammon', 396 ad_requests with mean bid_floor 6.2; 3 sessions in app 'com.GnarlyGameStudio.FrontlineHeroes', 29 ad_requests with mean bid_floor 19.4; 2 sessions in app 'com.StudioGamebit.WildWestCowboy', 32 ad_requests with mean bid_floor 82.1; 1 sessions in app 'com.arrowise.solitaire.guni', 10 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.bbumgames.opa', 16 ad_requests with mean bid_floor 5.7; 9 sessions in app 'com.bbumgames.rummystars', 114 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.bitmango.go.lollipopmatch3', 23 ad_requests with mean bid_floor 21.6; 1 sessions in app 'com.cooking.bingo.ldkwh', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.dg.turbonuke.bingo.quest.summer.garden', 13 ad_requests with mean bid_floor 56.6; 2 sessions in app 'com.dream.free.games.match3', 13 ad_requests with mean bid_floor 86.1; 3 sessions in app 'com.enflick.android.TextNow', 6 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.fiogonia.spades', 6 ad_requests with mean bid_floor 7.4; 1 sessions in app 'com.fiogonia.yatzy', 5 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.hitman.agent.shooting', 15 ad_requests with mean bid_floor 80.5; 1 sessions in app 'com.hundred_doors_game.escape_from_prison', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.innplaylabs.animalkingdomraid', 24 ad_requests with mean bid_floor 325.2; 5 sessions in app 'com.intensedev.biblesolitaire.gp', 45 ad_requests with mean bid_floor 5.8; 5 sessions in app 'com.intensedev.classicsolitaire.gp', 94 ad_requests with mean bid_floor 122.5; 19 sessions in app 'com.kidultlovin.royalsolitaire', 506 ad_requests with mean bid_floor 90.2, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'havertys.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 36 impressions of adomain 'walmart.com' with mean price 1.7; 17 sessions in app 'com.king.candycrushsaga', 20 ad_requests with mean bid_floor 39.5; 13 sessions in app 'com.king.candycrushsodasaga', 39 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.leap.hiddentales', 14 ad_requests with mean bid_floor 0.8; 1 sessions in app 'com.local.news.radar', 2 ad_requests with mean bid_floor 0.0; 21 sessions in app 'com.me2zen.tripeaks', 177 ad_requests with mean bid_floor 79.3; 1 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 11 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.newpubco.hearts', 2 ad_requests with mean bid_floor 42.2; 1 sessions in app 'com.newpubco.spades', 30 ad_requests with mean bid_floor 33.7; 4 sessions in app 'com.newstory.FindJourney', 57 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.obg.hunting.clash.wild.hunter.deer.jungle.hunter.real.hunting.game', 11 ad_requests with mean bid_floor 7.1; 8 sessions in app 'com.online.huntingsniper', 39 ad_requests with mean bid_floor 1.5; 17 sessions in app 'com.playvalve.dominoes', 1518 ad_requests with mean bid_floor 143.9, 2 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 93.8, 3 impressions of adomain 'nucala.com' with mean price 0.7, 1 impressions of adomain 'walgreens.com' with mean price 0.6; 15 sessions in app 'com.playvalve.yatzy', 1266 ad_requests with mean bid_floor 113.9, 1 impressions of adomain 'bathandbodyworks.com' with mean price 1.7, 1 impressions of adomain 'mobilityware.com' with mean price 0.9; 1 sessions in app 'com.scavenger.hunt.find.my.cat.hidden.object.free.brainly.game', 13 ad_requests with mean bid_floor 9.5; 3 sessions in app 'com.scopely.yux', 28 ad_requests with mean bid_floor 7.3; 2 sessions in app 'com.sniper.shooter.wild.ssw', 10 ad_requests with mean bid_floor 75.8; 6 sessions in app 'com.tapcolor.color.coloring.number.paint.free', 81 ad_requests with mean bid_floor 3.5, 7 impressions of adomain 'instagram.com' with mean price 0.6, 1 impressions of adomain 'nucala.com' with mean price 1.0; 1 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 1 ad_requests with mean bid_floor 5.5; 13 sessions in app 'com.ventogames.findthecat', 183 ad_requests with mean bid_floor 11.0; 3 sessions in app 'com.vitastudio.color.paint.free.coloring.number', 44 ad_requests with mean bid_floor 26.5, 1 impressions of adomain 'bartdurham.com' with mean price 0.7, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 6 impressions of adomain 'hrblock.com' with mean price 1.0, 1 impressions of adomain 'localtvpro.com' with mean price 0.9, 1 impressions of adomain 'oralb.com' with mean price 0.9, 1 impressions of adomain 'thetradedesk.com' with mean price 0.6, 18 impressions of adomain 'walmart.com' with mean price 1.7; 1 sessions in app 'com.yatzy.blitz.dice.roll.game', 16 ad_requests with mean bid_floor 8.0, 7 impressions of adomain 'janssenschizophreniainjections.com' with mean price 1.1; 4 sessions in app 'com.yfactorysoft.CatCrunch', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 11.5; 1 sessions in app 'loppipoppi.yatzy', 10 ad_requests with mean bid_floor 99.3, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 318.4; 1 sessions in app 'solitaire.tripeaks.fun.free.card.games.journey.farm.harvest.patience', 6 ad_requests with mean bid_floor 1.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-31 18:10:33;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.playvalve.dominoes/False/273';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.942324672024825;partition is 1464;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.playvalve.dominoes_USA_80' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.playvalve.dominoes_USA_30d' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_56999_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'bloom_com.playvalve.dominoes_USA_1d' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_100k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'bloom_com.playvalve.dominoes_USA_95' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k_frozen' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_100k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.playvalve.dominoes_USA_7d' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '329c3a4d-f10e-4a9f-b18f-3814f06584c0;'uuid is 'b37a72f5-29da-4ded-ba56-b465cd530b3a';bid_timestamp is '2024-12-27 20:01:13';device_id is '329c3a4d-f10e-4a9f-b18f-3814f06584c0';biddate is '2024-12-27';country is 'USA';app is 'com.trivia.star.android';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 26.0314;target_cpi is 0.8;campaign is 57718;creative_id is 228773;session_duration is 0 ;seller_name is 'SuperFree MAX';seller_id is 172;content_type is 'ie';bid_floor is 26.0214 ;min_floor is 0.0106 ;bidmachine_placement_value is 49.6875;placement_historical_value is ;third_party_bid_price is 26.0214;prior_tag_impressions_count is 2 ;time_since_impression is 4635284 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.86;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is '4635280';hour is '2024-12-27 20:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'bloodsugar.diabetes.pressuretraker', 6 ad_requests with mean bid_floor 53.3; 1 sessions in app 'com.Catobilli.PowerHero', 73 ad_requests with mean bid_floor 10.6; 1 sessions in app 'com.EudokiaGames.EyesRiot', 34 ad_requests with mean bid_floor 22.8; 1 sessions in app 'com.JibanPradhan.merge.number.puzzle', 41 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.anidub.ani', 30 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.animal.animalrecord.record.pet', 129 ad_requests with mean bid_floor 14.0; 5 sessions in app 'com.asking.pulse.portion', 410 ad_requests with mean bid_floor 4.8, 1 clicks of adomain 'healthbptracker.com', 1 impressions of adomain 'healthbptracker.com' with mean price 13.8; 11 sessions in app 'com.autocutout.backgrounderaser', 3864 ad_requests with mean bid_floor 14.9; 5 sessions in app 'com.aytech.flextv', 6 ad_requests with mean bid_floor 0.9; 4 sessions in app 'com.baiwang.colorsplashfaceeffect', 1088 ad_requests with mean bid_floor 12.3; 13 sessions in app 'com.bitfungame.destiny', 72 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.bobatea.diy.bubble.tea.recipe.drinkgame', 10 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.changdu.mobovideo', 4 ad_requests with mean bid_floor 76.0; 1 sessions in app 'com.colorfullwater.watersortinggame', 8 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.cubeescape.cubesurvivalgame', 47 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.drama.happy.look', 20 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.easyclean.cleaner.master', 43 ad_requests with mean bid_floor 5.9, 2 impressions of adomain 'pentlyconger.com' with mean price 3.2; 1 sessions in app 'com.easymath.smartcalculator.unitconverter.basiccalculator', 1 ad_requests with mean bid_floor 93.1; 2 sessions in app 'com.easytoolshop.luckyselector', 164 ad_requests with mean bid_floor 15.2; 9 sessions in app 'com.embria.freefm', 105 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.face.hair.app.hairstyle.editor', 5 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.game.minicraft.village', 2 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.gimica.mergeblast', 35 ad_requests with mean bid_floor 30.4; 2 sessions in app 'com.ig.delete.one.part', 42 ad_requests with mean bid_floor 6.3; 19 sessions in app 'com.joyreading.wehear', 75 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.jura.coloring.page', 20 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.justplay.app', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.kayac.level_up_number', 7 ad_requests with mean bid_floor 1.6, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 10 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 7 impressions of adomain 'tysonmarinatedmeats.com' with mean price 0.1, 1 impressions of adomain 'unilever.com' with mean price 0.1; 44 sessions in app 'com.kwshortvideo.kalostv', 492 ad_requests with mean bid_floor 2.9; 2 sessions in app 'com.labish.labishplus', 29 ad_requests with mean bid_floor 3.4; 12 sessions in app 'com.mars.avgchapters', 52 ad_requests with mean bid_floor 133.5; 7 sessions in app 'com.mediaradiance.shotshort', 289 ad_requests with mean bid_floor 92.9; 6 sessions in app 'com.mistplay.mistplay', 0 ad_requests with mean bid_floor 0.0; 11 sessions in app 'com.newleaf.app.android.victor', 531 ad_requests with mean bid_floor 129.9; 23 sessions in app 'com.newreading.goodreels', 330 ad_requests with mean bid_floor 3.0; 16 sessions in app 'com.novel.fiction.read.story.book', 138 ad_requests with mean bid_floor 3.1; 21 sessions in app 'com.novel.romance.free', 91 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.paxiegames.mergestudio', 11 ad_requests with mean bid_floor 3.7; 2 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.photoframe.artist.picsframe', 506 ad_requests with mean bid_floor 14.0; 2 sessions in app 'com.playvalve.solitaire.spider', 120 ad_requests with mean bid_floor 92.4; 16 sessions in app 'com.playvalve.spades', 1227 ad_requests with mean bid_floor 68.2; 8 sessions in app 'com.plotshow.snackshow', 15 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.pogotech.pogocash', 6 ad_requests with mean bid_floor 6.3; 1 sessions in app 'com.pronetis.ironball2', 10 ad_requests with mean bid_floor 3.7; 5 sessions in app 'com.ramadan.frame.effect.photo.cn', 338 ad_requests with mean bid_floor 18.6; 6 sessions in app 'com.rapid.short.tv', 98 ad_requests with mean bid_floor 11.7; 1 sessions in app 'com.reelrush.video.mobilink', 26 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.save.the.dog.puzzle', 2 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 5.3; 9 sessions in app 'com.sereal.short.app', 41 ad_requests with mean bid_floor 9.4; 15 sessions in app 'com.storymatrix.drama', 141 ad_requests with mean bid_floor 33.3; 1 sessions in app 'com.tkbx.tikbox', 21 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.toto.jcyj.mvmix', 3 ad_requests with mean bid_floor 18.5; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 7.9; 9 sessions in app 'com.uhd.wallpapers4k.live.background.lockscreen', 11 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.vizorapps.klondike', 13 ad_requests with mean bid_floor 117.4; 8 sessions in app 'com.webcomics.manga', 45 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 15.0; 24 sessions in app 'gm.passion.app', 188 ad_requests with mean bid_floor 84.5; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 13.7; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 16.6; 3 sessions in app 'io.voodoo.paper2', 104 ad_requests with mean bid_floor 20.4; 17 sessions in app 'kjv.bible.kingjamesbible', 1014 ad_requests with mean bid_floor 40.3; 12 sessions in app 'live.shorttv.apps', 532 ad_requests with mean bid_floor 79.1; 1 sessions in app 'net.zedge.android', 30 ad_requests with mean bid_floor 6.8; 3 sessions in app 'top.piscess.pisces', 70 ad_requests with mean bid_floor 30.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1287;channel is 'USA/I/bidmachine/com.trivia.star.android/False/172';time_since_click_in_hours is 1288;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.362274658897977;partition is 1464;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7210cb1e-ab05-4962-9a91-af0f36f57303;'uuid is '7a178276-cd48-4ee4-a818-b8c73926e130';bid_timestamp is '2025-02-08 10:25:43';device_id is '7210cb1e-ab05-4962-9a91-af0f36f57303';biddate is '2025-02-08';country is 'USA';app is 'com.catobilli.smashtobits';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 19.2499972915249;target_cpi is 1.91742628812789;campaign is 58206;creative_id is 228773;session_duration is 11 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'i';bid_floor is 11.9356 ;min_floor is 11.9356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.63;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-08 10:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '3 sessions in app 'com.catobilli.smashtobits', 835 ad_requests with mean bid_floor 14.1; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 6.0; 443 sessions in app 'com.metropcs.metrozone', 3021 ad_requests with mean bid_floor 102.2; 14 sessions in app 'com.miniclip.eightballpool', 112 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.newpubco.spades', 22 ad_requests with mean bid_floor 29.4; 1 sessions in app 'com.scopely.wheeloffortune', 8 ad_requests with mean bid_floor 27.5; 2 sessions in app 'com.txgames.bubblePopLand', 276 ad_requests with mean bid_floor 13.7; 3 sessions in app 'com.yallaplay.spadesmasters', 66 ad_requests with mean bid_floor 211.5; 2 sessions in app 'com.yk.bubbleshooter.easterbunny', 114 ad_requests with mean bid_floor 16.3; 2 sessions in app 'com.zariba.domino', 12 ad_requests with mean bid_floor 16.4; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 24 ad_requests with mean bid_floor 49.2, 1 impressions of adomain 'hsforms.com' with mean price 0.3, 1 clicks of adomain 'scorewarrior.com', 2 impressions of adomain 'scorewarrior.com' with mean price 85.7, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 10:33:32;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.catobilli.smashtobits/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.126657791693502;partition is 359;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f3b03605-6a9b-48d8-9a83-b6373882303f;'uuid is '0be33013-a882-43a2-ab2e-dd0cb1782f03';bid_timestamp is '2025-01-05 23:03:40';device_id is 'f3b03605-6a9b-48d8-9a83-b6373882303f';biddate is '2025-01-05';country is 'USA';app is 'com.hyilmaz.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'ironsource';raw_price is 5.27341923350728;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'vi';bid_floor is 4.2506 ;min_floor is 4.2506 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 2624567 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.8;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-05 23:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.SmartRavenStudio.RamCars', 88 ad_requests with mean bid_floor 14.8; 2 sessions in app 'com.balls.block.blast.brick', 110 ad_requests with mean bid_floor 25.1; 3 sessions in app 'com.bluecat.slidepark', 203 ad_requests with mean bid_floor 16.1; 24 sessions in app 'com.fuzzymobilegames.spades', 377 ad_requests with mean bid_floor 5.7; 3 sessions in app 'com.gnarlygamestudio.agenthunt', 36 ad_requests with mean bid_floor 36.5, 1 impressions of adomain 'dominos.com' with mean price 0.8, 1 impressions of adomain 'shopgenius.com' with mean price 1.1, 1 impressions of adomain 'tiktok.com' with mean price 2.9; 14 sessions in app 'com.hyilmaz.spades', 75 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.medicinereminder.bloodsugar.bloodpressure.heart', 2 ad_requests with mean bid_floor 69.1; 71 sessions in app 'com.newpubco.spades', 6531 ad_requests with mean bid_floor 16.1, 1 impressions of adomain '2cancer.com' with mean price 1.0, 1 impressions of adomain 'a.ki' with mean price 0.5, 1 impressions of adomain 'advancerecruitment.com' with mean price 0.6, 1 impressions of adomain 'airproducts.com' with mean price 0.5, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.8, 4 clicks of adomain 'amazon.com', 157 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'amba.info' with mean price 0.5, 12 impressions of adomain 'arkansas.com' with mean price 0.6, 2 impressions of adomain 'arlo.com' with mean price 0.5, 2 impressions of adomain 'ashleyfurniture.com' with mean price 0.7, 7 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'bhsusa.com' with mean price 0.5, 1 impressions of adomain 'blmediasolutions.com' with mean price 0.5, 2 impressions of adomain 'bobcat.com' with mean price 2.0, 1 impressions of adomain 'bp.com' with mean price 0.5, 1 impressions of adomain 'britishairways.com' with mean price 0.5, 8 impressions of adomain 'brookfieldproperties.com' with mean price 0.5, 2 impressions of adomain 'carnival.com' with mean price 1.1, 2 impressions of adomain 'checkout51.com' with mean price 0.5, 6 impressions of adomain 'coca-cola.com' with mean price 0.5, 1 clicks of adomain 'coca-cola.com', 20 impressions of adomain 'coca-colacompany.com' with mean price 2.3, 1 impressions of adomain 'danone.com' with mean price 0.5, 7 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'discoverlehighvalley.com' with mean price 1.9, 1 impressions of adomain 'discoverpuertorico.com' with mean price 0.8, 1 impressions of adomain 'discovery.com' with mean price 0.2, 14 impressions of adomain 'dominos.com' with mean price 0.8, 1 impressions of adomain 'draftkings.com' with mean price 1.2, 1 impressions of adomain 'earthandivy.co' with mean price 1.1, 1 impressions of adomain 'erasuburb.com' with mean price 0.5, 5 impressions of adomain 'extclaims.com' with mean price 1.4, 1 impressions of adomain 'fla-keys.com' with mean price 0.5, 1 impressions of adomain 'foxtrailmemorycare.com' with mean price 0.5, 4 impressions of adomain 'gnc.com' with mean price 1.1, 7 impressions of adomain 'google.com' with mean price 1.4, 5 impressions of adomain 'haleon.com' with mean price 0.4, 2 impressions of adomain 'hillspet.com' with mean price 0.5, 2 impressions of adomain 'homespotter.com' with mean price 0.8, 3 impressions of adomain 'hyundaiusa.com' with mean price 0.5, 10 impressions of adomain 'inabafoods.com' with mean price 0.5, 3 impressions of adomain 'internationalpaper.com' with mean price 0.5, 10 impressions of adomain 'intuit.com' with mean price 1.2, 1 impressions of adomain 'ivory.com' with mean price 0.5, 27 impressions of adomain 'iwgplc.com' with mean price 0.5, 1 impressions of adomain 'jacksonhole.com' with mean price 1.4, 2 impressions of adomain 'johnsonville.com' with mean price 0.5, 4 impressions of adomain 'kay.com' with mean price 0.8, 7 impressions of adomain 'kelloggs.com' with mean price 0.9, 2 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 1 clicks of adomain 'kiddieacademy.com', 29 impressions of adomain 'kiddieacademy.com' with mean price 1.5, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'kitchenaid.com' with mean price 0.2, 3 impressions of adomain 'lexus.com' with mean price 0.9, 1 impressions of adomain 'littleleaffarms.com' with mean price 0.6, 1 impressions of adomain 'mccain.com' with mean price 0.8, 2 impressions of adomain 'mccormick.com' with mean price 0.5, 4 impressions of adomain 'metabolicmaintenance.com' with mean price 6.1, 2 clicks of adomain 'metabolicmaintenance.com', 4 impressions of adomain 'metamucil.com' with mean price 0.7, 4 impressions of adomain 'milb.com' with mean price 0.7, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 4 impressions of adomain 'mutti-parma.com' with mean price 1.1, 1 impressions of adomain 'nationalrestaurantshow.com' with mean price 2.0, 1 clicks of adomain 'nationalrestaurantshow.com', 4 impressions of adomain 'nianticlabs.com' with mean price 1.0, 1 impressions of adomain 'njea.org' with mean price 0.5, 1 clicks of adomain 'nutrafol.com', 5 impressions of adomain 'nutrafol.com' with mean price 0.5, 4 impressions of adomain 'ny.gov' with mean price 1.0, 2 impressions of adomain 'oakevergames.com' with mean price 7.8, 30 impressions of adomain 'oceanonlinecasino.com' with mean price 0.5, 2 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.6, 1 impressions of adomain 'oralb.com' with mean price 1.1, 12 impressions of adomain 'owllabs.com' with mean price 0.7, 1 impressions of adomain 'ozempic.com' with mean price 0.5, 2 impressions of adomain 'paramount.com' with mean price 0.7, 9 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 clicks of adomain 'parking3d.gurugame.ai', 1 impressions of adomain 'parking3d.gurugame.ai' with mean price 6.2, 1 impressions of adomain 'paypal.com' with mean price 1.4, 1 impressions of adomain 'pentlyconger.com' with mean price 0.7, 4 impressions of adomain 'peppermint-lips.com' with mean price 9.9, 4 impressions of adomain 'pepsico.com' with mean price 0.5, 1 impressions of adomain 'petiq.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 0.6, 3 impressions of adomain 'pluto.tv' with mean price 0.6, 9 impressions of adomain 'pmi.com' with mean price 1.1, 6 impressions of adomain 'poconomountains.com' with mean price 1.7, 4 impressions of adomain 'premierprotein.com' with mean price 0.7, 1 impressions of adomain 'prestigebrands.com' with mean price 0.5, 4 impressions of adomain 'prilosecotc.com' with mean price 0.9, 1 impressions of adomain 'progressivecommercial.com' with mean price 1.4, 1 impressions of adomain 'pull-ups.com' with mean price 0.5, 1 impressions of adomain 'purina.com' with mean price 0.9, 1 impressions of adomain 'rexulti.com' with mean price 4.9, 1 impressions of adomain 'sakrete.com' with mean price 1.3, 8 impressions of adomain 'samsung.com' with mean price 0.5, 1 clicks of adomain 'secret.com', 1 impressions of adomain 'secret.com' with mean price 5.4, 1 impressions of adomain 'sephora.com' with mean price 0.6, 4 impressions of adomain 'sherwin-williams.com' with mean price 0.6, 1 impressions of adomain 'shopgenius.com' with mean price 1.1, 1 impressions of adomain 'sigmaphoto.com' with mean price 0.9, 7 impressions of adomain 'simplyorangejuice.com' with mean price 2.3, 1 impressions of adomain 'snap.com' with mean price 1.7, 5 impressions of adomain 'spotpet.com' with mean price 6.4, 2 impressions of adomain 'starbucks.com' with mean price 1.7, 3 impressions of adomain 'starz.com' with mean price 0.5, 1 impressions of adomain 'stockton.edu' with mean price 1.4, 4 impressions of adomain 'subwayfranchise.com' with mean price 2.4, 2 impressions of adomain 'temptationstreats.com' with mean price 0.7, 1 impressions of adomain 'tempursealy.com' with mean price 0.4, 12 impressions of adomain 'tiktok.com' with mean price 8.4, 2 clicks of adomain 'tiktok.com', 2 impressions of adomain 'truecitrus.com' with mean price 0.8, 1 impressions of adomain 'truqap.com' with mean price 0.7, 7 impressions of adomain 'truthinitiative.org' with mean price 0.4, 1 impressions of adomain 'usg.com' with mean price 0.5, 4 impressions of adomain 'vacareers.va.gov' with mean price 2.7, 1 impressions of adomain 'vaynermedia.com' with mean price 0.6, 5 impressions of adomain 'vicks.com' with mean price 1.1, 22 impressions of adomain 'wakefern.com' with mean price 0.6, 1 impressions of adomain 'wawa.com' with mean price 0.5, 1 impressions of adomain 'welloflife.com' with mean price 5.7, 1 clicks of adomain 'weruva.com', 13 impressions of adomain 'weruva.com' with mean price 0.5, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2, 5 impressions of adomain 'workingnewjersey.org' with mean price 0.8, 1 clicks of adomain 'xifaxan.com', 50 impressions of adomain 'xifaxan.com' with mean price 1.8, 1 clicks of adomain 'ymcanyc.org', 1 impressions of adomain 'ymcanyc.org' with mean price 3.0; 1 sessions in app 'com.phone.contacts.callhistory', 1 ad_requests with mean bid_floor 121.8; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 8.0; 2 sessions in app 'com.tvata.endless.jumping.ball', 209 ad_requests with mean bid_floor 19.7; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 7.7; 2 sessions in app 'in.playsimple.tripcross', 5 ad_requests with mean bid_floor 8.3; 4 sessions in app 'in.playsimple.wordtrip', 13 ad_requests with mean bid_floor 12.5; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 12.9';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-08 19:29:55;dc_15roundended_before_d8_timestamp is 45664.7226157407;ag_retention_d1_timestamp is 2025-01-05 23:13:00;0_timestamp is 2025-01-05 23:13:00;time_since_impression_in_hours is 729;channel is 'USA/V/ironsource/com.hyilmaz.spades/False/137';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.909613752115602;partition is 4071;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'bloom_com.fuzzymobilegames.spades_USA_1d' 'bloom_com.fuzzymobilegames.spades_USA_80' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c3effaf7-a7c9-4b37-9ad9-460c51494faf;'uuid is 'e86fa739-6be2-4034-9f09-6ffcdf2c76b3';bid_timestamp is '2024-12-20 21:57:48';device_id is 'c3effaf7-a7c9-4b37-9ad9-460c51494faf';biddate is '2024-12-20';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 7.24954951221531;target_cpi is 4.57109625886343;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 25.44;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 9 ;time_since_impression is 139001 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.51;prior_theme_impressions_count is 9;prior_tag_clicks_count is 12 ;time_since_click is '138990';hour is '2024-12-20 21:00:00+00:00';day_of_week is '4';os_version is 11;user_behavior_stats_in_past is '100 sessions in app 'com.blackout.spades', 21587 ad_requests with mean bid_floor 14.2, 1 impressions of adomain 'acorn.tv' with mean price 0.4, 20 impressions of adomain 'afpm.org' with mean price 0.8, 3 impressions of adomain 'agency270.cc' with mean price 1.9, 5 impressions of adomain 'airwick.us' with mean price 0.5, 45 impressions of adomain 'amazon.com' with mean price 0.6, 5 impressions of adomain 'anthem.com' with mean price 0.5, 1 impressions of adomain 'bissell.com' with mean price 0.7, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.6, 1 impressions of adomain 'bobsredmill.com' with mean price 0.4, 2 impressions of adomain 'brookfieldproperties.com' with mean price 0.2, 25 impressions of adomain 'cerave.com' with mean price 0.6, 2 impressions of adomain 'checkout51.com' with mean price 0.3, 24 impressions of adomain 'clorox.com' with mean price 0.6, 1 impressions of adomain 'cnbc.com' with mean price 0.6, 2 impressions of adomain 'dcendshiv.org' with mean price 0.8, 1 impressions of adomain 'dehnco.com' with mean price 0.9, 1 impressions of adomain 'discovery.com' with mean price 0.2, 11 impressions of adomain 'disneyplus.com' with mean price 0.3, 3 impressions of adomain 'doordash.com' with mean price 0.2, 2 impressions of adomain 'dyson.com' with mean price 0.5, 1 impressions of adomain 'example.com' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 1.0, 2 impressions of adomain 'gvokeglucagon.com' with mean price 1.1, 4 impressions of adomain 'harman.com' with mean price 0.3, 2 impressions of adomain 'healthwellnessjournal.com' with mean price 2.8, 1 impressions of adomain 'hellostretch.com' with mean price 0.3, 3 impressions of adomain 'honest.com' with mean price 0.3, 3 impressions of adomain 'independentvaluesproject.org' with mean price 0.6, 1 impressions of adomain 'joico.com' with mean price 0.6, 1 impressions of adomain 'kaiserpermanente.org' with mean price 1.1, 1 impressions of adomain 'kao.com' with mean price 0.4, 2 impressions of adomain 'kelloggs.com' with mean price 1.8, 2 impressions of adomain 'liquid-iv.com' with mean price 0.4, 2 impressions of adomain 'marcus.com' with mean price 0.1, 2 impressions of adomain 'mcdonalds.com' with mean price 0.1, 3 impressions of adomain 'metabolicmaintenance.com' with mean price 3.5, 3 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'mycyberdefensehq.com' with mean price 0.4, 1 impressions of adomain 'neosporin.com' with mean price 0.3, 2 impressions of adomain 'nestleusa.com' with mean price 0.9, 1 clicks of adomain 'newpub.co', 4 impressions of adomain 'newpub.co' with mean price 3.0, 15 clicks of adomain 'newpub.co/spades', 17 impressions of adomain 'newpub.co/spades' with mean price 4.5, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 13 impressions of adomain 'nvcc.edu' with mean price 0.7, 1 impressions of adomain 'olly.com' with mean price 0.4, 1 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.5, 20 impressions of adomain 'papajohns.com' with mean price 0.8, 1 impressions of adomain 'paulmitchell.com' with mean price 0.5, 10 impressions of adomain 'peacocktv.com' with mean price 0.5, 1 impressions of adomain 'pentlyconger.com' with mean price 0.9, 9 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'purplepenthouse.com' with mean price 0.8, 2 impressions of adomain 'refreshbrand.com' with mean price 0.3, 2 impressions of adomain 'resideo.com' with mean price 0.3, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.5, 3 impressions of adomain 'saic.com' with mean price 1.0, 3 impressions of adomain 'samhsa.gov' with mean price 0.4, 2 impressions of adomain 'samsung.com' with mean price 1.2, 8 impressions of adomain 'southwest.com' with mean price 0.3, 1 impressions of adomain 'starkist.com' with mean price 0.7, 2 impressions of adomain 'strivectin.com' with mean price 0.5, 1 impressions of adomain 'tula.com' with mean price 0.4, 2 impressions of adomain 'vytalogy.com' with mean price 0.3, 3 impressions of adomain 'walgreens.com' with mean price 0.6, 2 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.4, 1 impressions of adomain 'zipcar.com' with mean price 0.6; 14 sessions in app 'com.gsn.android.tripeaks', 1242 ad_requests with mean bid_floor 5.9, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.0, 1 clicks of adomain 'alwaysdiscreet.com', 1 impressions of adomain 'alwaysdiscreet.com' with mean price 4.5, 6 impressions of adomain 'biogen.com' with mean price 1.3, 2 impressions of adomain 'bounty.com' with mean price 7.8, 1 impressions of adomain 'charmin.com' with mean price 5.0, 1 clicks of adomain 'dclottery.com', 1 impressions of adomain 'dclottery.com' with mean price 4.6, 1 impressions of adomain 'headandshoulders.com' with mean price 4.7, 2 impressions of adomain 'instacart.com' with mean price 2.7, 1 impressions of adomain 'janssen.com' with mean price 1.0, 2 impressions of adomain 'miralax.com' with mean price 4.9, 1 impressions of adomain 'paxlovid.com' with mean price 1.7, 4 impressions of adomain 'postconsumerbrands.com' with mean price 6.4, 1 clicks of adomain 'postconsumerbrands.com', 1 impressions of adomain 'prilosecotc.com' with mean price 1.4, 1 impressions of adomain 'progressive.com' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 0.5, 3 impressions of adomain 'shingrix.com' with mean price 6.9, 2 impressions of adomain 'subaru.com' with mean price 1.5, 1 impressions of adomain 't-mobile.com' with mean price 1.2, 1 impressions of adomain 'thetradedesk.com' with mean price 5.7, 1 impressions of adomain 'tinyjewelbox.com' with mean price 0.8, 1 impressions of adomain 'tums.com' with mean price 0.7, 9 impressions of adomain 'ucb.com' with mean price 1.6, 19 impressions of adomain 'umd.edu' with mean price 7.5, 7 impressions of adomain 'whatisshingles.com' with mean price 5.2; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 11 ad_requests with mean bid_floor 8.6; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.5; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 6.8; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 4.1; 4 sessions in app 'in.playsimple.wordtrip', 25 ad_requests with mean bid_floor 11.8; 12 sessions in app 'net.peakgames.toonblast', 128 ad_requests with mean bid_floor 12.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 38;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 39;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.559215898535533;partition is 4071;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_10k_09_07_2024' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(ag_retention_d7)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f0960988-f838-4b15-9654-2a505fc4f87b;'uuid is 'c7aa562a-774f-4818-9f6b-b3d9f80771f1';bid_timestamp is '2025-01-18 0:36:42';device_id is 'f0960988-f838-4b15-9654-2a505fc4f87b';biddate is '2025-01-18';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 67.0977146754873;target_cpi is 2.73908026792702;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 53;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 18 ;time_since_impression is 788169 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.78;prior_theme_impressions_count is 18;prior_tag_clicks_count is 8 ;time_since_click is '788155';hour is '2025-01-18 00:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.danishgames.astorsort', 16 ad_requests with mean bid_floor 12.6; 1 sessions in app 'com.greyfun.card.solitaire.classic', 8 ad_requests with mean bid_floor 34.7; 1 sessions in app 'com.homa.free.solitaire.card.game', 4 ad_requests with mean bid_floor 9.5; 1 sessions in app 'com.mobilityware.solitaire', 44 ad_requests with mean bid_floor 11.2, 1 impressions of adomain 'amazon.com' with mean price 1.0; 16 sessions in app 'com.newpubco.spades', 1534 ad_requests with mean bid_floor 20.0, 1 clicks of adomain 'ads.netapop.com', 1 impressions of adomain 'ads.netapop.com' with mean price 5.2, 14 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'annies.com' with mean price 1.5, 1 impressions of adomain 'arnoldchevroletbuick.com' with mean price 0.5, 1 impressions of adomain 'bushbeans.com' with mean price 1.2, 2 impressions of adomain 'cloud.email.websterbank.com' with mean price 1.3, 3 impressions of adomain 'glade.com' with mean price 0.5, 1 impressions of adomain 'humana.com' with mean price 0.8, 1 impressions of adomain 'kearnybank.com' with mean price 1.6, 4 impressions of adomain 'kelloggs.com' with mean price 1.1, 1 impressions of adomain 'landolakesinc.com' with mean price 1.0, 1 impressions of adomain 'lifenutrition.com' with mean price 5.2, 1 clicks of adomain 'lifenutrition.com', 1 impressions of adomain 'mazdausa.com' with mean price 1.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.7, 3 impressions of adomain 'mzwallace.com' with mean price 0.5, 1 impressions of adomain 'oneaday.com' with mean price 0.5, 1 impressions of adomain 'orgain.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'pluto.tv' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'siriusxm.com' with mean price 0.6, 1 impressions of adomain 'temptationstreats.com' with mean price 0.5, 1 impressions of adomain 'xifaxan.com' with mean price 1.4; 2 sessions in app 'com.pixelteamstudiosltd.fillallemptyspaceareagame', 34 ad_requests with mean bid_floor 6.1; 9 sessions in app 'com.playvalve.spades', 1535 ad_requests with mean bid_floor 87.6, 1 impressions of adomain 'thepalmbeaches.com' with mean price 1.0, 10 impressions of adomain 'websterbank.com' with mean price 0.7; 17 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 558 ad_requests with mean bid_floor 13.1, 1 impressions of adomain '1000bulbs.com' with mean price 4.4, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 67.1; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 766.3; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 20.9; 2 sessions in app 'solitaire.patience.card.games.klondike.free', 60 ad_requests with mean bid_floor 47.8, 3 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'shoprite.com' with mean price 0.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-18 0:44:21;time_since_impression_in_hours is 218;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 219;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.465175003820257;partition is 2480;segments is ['com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'explore' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7c0edc82-b5f5-4db6-b3d3-9d382498bbed;'uuid is '32d0b3d2-5078-451e-86a7-ce9b1863a38c';bid_timestamp is '2025-01-17 20:26:01';device_id is '7c0edc82-b5f5-4db6-b3d3-9d382498bbed';biddate is '2025-01-17';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 27.4160263178998;target_cpi is 1.5;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is 20.290266;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 6294 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.95;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '6279';hour is '2025-01-17 20:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '16 sessions in app 'com.blackout.spades', 1634 ad_requests with mean bid_floor 37.6, 1 impressions of adomain 'alkaseltzerplus.com' with mean price 2.5, 1 impressions of adomain 'all-laundry.com' with mean price 0.6, 4 impressions of adomain 'amazon.com' with mean price 1.2, 1 impressions of adomain 'ancientnutrition.com' with mean price 1.0, 1 impressions of adomain 'clorox.com' with mean price 1.0, 1 impressions of adomain 'doordash.com' with mean price 0.4, 1 impressions of adomain 'illinoislottery.com' with mean price 0.5, 5 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 65.8, 1 impressions of adomain 'nutrafol.com' with mean price 1.0, 12 impressions of adomain 'offerhives.com' with mean price 0.4, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'productmadness.com' with mean price 0.2, 1 impressions of adomain 'refreshbrand.com' with mean price 0.7, 2 impressions of adomain 'starbucks.com' with mean price 4.5, 4 impressions of adomain 'summitatbonair.com' with mean price 0.2, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.3, 2 impressions of adomain 'virginiahousing.com' with mean price 0.8; 1 sessions in app 'com.newpubco.spades', 19 ad_requests with mean bid_floor 10.8, 6 impressions of adomain 'coca-cola.com' with mean price 2.5; 1 sessions in app 'com.vitastudio.mahjong', 8 ad_requests with mean bid_floor 1.6; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 16.6; 1 sessions in app 'od_13335', 0 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-17 20:37:14;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 2;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.578846947827299;partition is 1728;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'ac23d44e-7562-42bf-9ee4-46fd3b5cc5b5;'uuid is 'b56f01de-0463-4741-aa29-7b59759c75fa';bid_timestamp is '2025-01-01 1:53:18';device_id is 'ac23d44e-7562-42bf-9ee4-46fd3b5cc5b5';biddate is '2025-01-01';country is 'USA';app is 'com.vincentb.MobControl';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'bidmachine';raw_price is 14.503818899393;target_cpi is 0.8;campaign is 57718;creative_id is 229142;session_duration is 0 ;seller_name is 'Voodoo MAX';seller_id is 170;content_type is 'vi';bid_floor is 14.139 ;min_floor is 0.0106 ;bidmachine_placement_value is 12.006473;placement_historical_value is ;third_party_bid_price is 14.139;prior_tag_impressions_count is 5 ;time_since_impression is 349425 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 0.28;prior_theme_impressions_count is 5;prior_tag_clicks_count is 4 ;time_since_click is '349515';hour is '2025-01-01 01:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'com.Helium9Games.TennisArena2021', 54 ad_requests with mean bid_floor 58.0; 2 sessions in app 'com.TrofyGames.UboatAttack', 33 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.americasbestpics', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.blackout.gin', 42 ad_requests with mean bid_floor 4.3, 1 impressions of adomain 'mattel163.com' with mean price 0.1; 2 sessions in app 'com.boss.fight', 81 ad_requests with mean bid_floor 223.6; 1 sessions in app 'com.combineinc.streetracing.driftthreeD', 6 ad_requests with mean bid_floor 35.4; 1 sessions in app 'com.flixsynapse.synapse', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.gym.racegame', 10 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.hypgames.ultimategolf', 7 ad_requests with mean bid_floor 5.6; 2 sessions in app 'com.newpubco.spades', 112 ad_requests with mean bid_floor 9.5, 1 impressions of adomain 'annies.com' with mean price 0.6, 1 impressions of adomain 'bouldercreekapt.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.8, 1 impressions of adomain 'mcluck.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.orbitalknight.castlewreck', 22 ad_requests with mean bid_floor 1.6, 2 impressions of adomain 'basf.com' with mean price 2.0; 7 sessions in app 'com.sega.sprint', 33 ad_requests with mean bid_floor 4.9; 32 sessions in app 'com.vincentb.MobControl', 1120 ad_requests with mean bid_floor 4.6, 3 impressions of adomain 'carfax.com' with mean price 1.1, 1 clicks of adomain 'cbsinteractive.com', 3 impressions of adomain 'cbsinteractive.com' with mean price 3.9, 1 impressions of adomain 'consumertestconnect.com' with mean price 8.9, 2 impressions of adomain 'depend.com' with mean price 0.9, 2 impressions of adomain 'everydaywinner.net' with mean price 12.8, 3 impressions of adomain 'goodnites.com' with mean price 1.6, 1 impressions of adomain 'gopuff.com' with mean price 0.1, 1 impressions of adomain 'igg.com' with mean price 0.1, 3 clicks of adomain 'innplaylabs.com', 21 impressions of adomain 'innplaylabs.com' with mean price 8.6, 2 impressions of adomain 'justplayapps.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 1 impressions of adomain 'mistplay.com' with mean price 0.4, 1 impressions of adomain 'newpub.co/dominoes' with mean price 9.6, 1 clicks of adomain 'newpub.co/dominoes', 1 impressions of adomain 'nordictrack.com' with mean price 0.3, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'omgsweeps.info' with mean price 9.4, 1 impressions of adomain 'pandora.com' with mean price 0.0, 1 impressions of adomain 'paypal.com' with mean price 0.9, 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 24.6, 1 clicks of adomain 'playrix.com', 1 impressions of adomain 'playrix.com' with mean price 3.7, 5 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'self.inc' with mean price 0.1, 2 impressions of adomain 'sling.com' with mean price 0.4, 1 impressions of adomain 'tca95d17a.app-ads-txt.com' with mean price 12.7, 1 clicks of adomain 'tca95d17a.app-ads-txt.com', 1 impressions of adomain 'tech.pokergaga.net' with mean price 6.6, 1 clicks of adomain 'tech.pokergaga.net', 6 impressions of adomain 'walmart.com' with mean price 1.2; 1 sessions in app 'com.xten.starfall', 10 ad_requests with mean bid_floor 20.8; 5 sessions in app 'games.onebutton.golfbattle', 9 ad_requests with mean bid_floor 4.2; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 27.5; 8 sessions in app 'net.peakgames.toonblast', 46 ad_requests with mean bid_floor 39.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-07 20:46:25;time_since_impression_in_hours is 97;channel is 'USA/V/bidmachine/com.vincentb.MobControl/False/170';time_since_click_in_hours is 97;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.403178759063976;partition is 1752;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.redcell.goldandgoblins_Android_Bidease_CPA_prog2_abdoul_500k_08_20_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.topultragame.slotlasvega_Android_CPA_in_app_abdoul_100k_10_05_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.partyup.blockjam_Android_CPA(10_games_played)_abdoul_V5_Appgrowth_New_100k_12_14_2024' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_2000k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V3_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_finish)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '07b210ea-ffa2-426a-b209-9dbb9bea77cc;'uuid is '75b6ed69-609b-4a54-80f1-46d4ea205811';bid_timestamp is '2025-01-13 15:10:16';device_id is '07b210ea-ffa2-426a-b209-9dbb9bea77cc';biddate is '2025-01-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 4.50263559048609;target_cpi is 0.857676066482193;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is 4.210454;third_party_bid_price is ;prior_tag_impressions_count is 64 ;time_since_impression is 846666 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.78;prior_theme_impressions_count is 64;prior_tag_clicks_count is 6 ;time_since_click is '846654';hour is '2025-01-13 15:00:00+00:00';day_of_week is '0';os_version is 11;user_behavior_stats_in_past is '5 sessions in app 'com.americasbestpics', 5 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.blackout.spades', 584 ad_requests with mean bid_floor 28.4, 1 impressions of adomain 'amazon.com' with mean price 1.8, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 4.5; 69 sessions in app 'com.newpubco.spades', 4373 ad_requests with mean bid_floor 6.9, 1 impressions of adomain '4porsche.com' with mean price 0.1, 2 impressions of adomain '7-eleven.com' with mean price 0.6, 1 impressions of adomain 'adnxs.com' with mean price 0.3, 1 impressions of adomain 'adventhealth.com' with mean price 0.7, 2 impressions of adomain 'advocatehealth.com' with mean price 0.4, 2 impressions of adomain 'airproducts.com' with mean price 0.5, 7 impressions of adomain 'alignprobiotics.com' with mean price 4.0, 1 impressions of adomain 'allerganeyecare.com' with mean price 0.9, 1 impressions of adomain 'aloha.com' with mean price 0.4, 140 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'amerisourcebergen.com' with mean price 0.5, 1 impressions of adomain 'annies.com' with mean price 0.7, 1 impressions of adomain 'bacarts.com' with mean price 0.2, 11 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bgfoods.com' with mean price 0.5, 5 impressions of adomain 'bluetriton.com' with mean price 1.4, 2 impressions of adomain 'boironusa.com' with mean price 0.6, 4 impressions of adomain 'bounty.com' with mean price 5.3, 1 impressions of adomain 'brandhk.com' with mean price 0.5, 1 impressions of adomain 'broadwayinchicago.com' with mean price 0.7, 1 impressions of adomain 'calabria-imports.com' with mean price 0.3, 1 impressions of adomain 'calvinklein.us' with mean price 0.2, 3 impressions of adomain 'campbells.com' with mean price 0.1, 2 impressions of adomain 'castrol.com' with mean price 1.4, 1 impressions of adomain 'catalyst.com' with mean price 1.0, 17 impressions of adomain 'chumbacasino.com' with mean price 0.2, 8 impressions of adomain 'cityofhope.org' with mean price 0.4, 4 impressions of adomain 'clorox.com' with mean price 0.2, 36 impressions of adomain 'coca-cola.com' with mean price 0.2, 6 impressions of adomain 'comed.com' with mean price 0.4, 2 impressions of adomain 'costco.com' with mean price 0.5, 3 impressions of adomain 'crest.com' with mean price 0.9, 2 impressions of adomain 'crunch.com' with mean price 1.9, 3 impressions of adomain 'csu.edu' with mean price 0.1, 1 impressions of adomain 'dapplebaby.com' with mean price 0.6, 1 impressions of adomain 'delivr.com' with mean price 0.4, 1 impressions of adomain 'depaul.edu' with mean price 0.4, 14 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'dexcom.com' with mean price 1.7, 6 impressions of adomain 'discovery.com' with mean price 0.2, 20 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'dollargeneral.com' with mean price 0.2, 4 impressions of adomain 'dspolitical.com' with mean price 2.3, 5 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 82 impressions of adomain 'elitesingles.com' with mean price 0.4, 1 impressions of adomain 'entyvio.com' with mean price 0.3, 1 impressions of adomain 'evasonlagrange.com' with mean price 4.3, 3 impressions of adomain 'feldentertainment.com' with mean price 0.8, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.6, 2 impressions of adomain 'fitnessfactory.com' with mean price 0.9, 1 impressions of adomain 'flytap.com' with mean price 0.2, 1 impressions of adomain 'galderma.com' with mean price 0.6, 5 impressions of adomain 'gillette.com' with mean price 1.9, 2 impressions of adomain 'glacierstogeysers.com' with mean price 0.6, 7 impressions of adomain 'goodnes.com' with mean price 1.1, 4 impressions of adomain 'goodnites.com' with mean price 0.9, 4 impressions of adomain 'google.com' with mean price 2.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'harborfreight.com' with mean price 0.4, 2 impressions of adomain 'headandshoulders.com' with mean price 4.1, 1 impressions of adomain 'hellorpm.com' with mean price 0.4, 67 impressions of adomain 'hhs.gov' with mean price 0.5, 1 impressions of adomain 'hims.com' with mean price 0.5, 4 impressions of adomain 'hopeandhealingcare.com' with mean price 0.8, 6 impressions of adomain 'huggies.com' with mean price 0.4, 2 impressions of adomain 'hugoboss.com' with mean price 0.2, 3 impressions of adomain 'hy-vee.com' with mean price 0.6, 4 impressions of adomain 'hyundaiusa.com' with mean price 0.3, 1 impressions of adomain 'ibew.org' with mean price 0.9, 3 impressions of adomain 'ivory.com' with mean price 2.6, 2 impressions of adomain 'jettools.com' with mean price 0.8, 6 impressions of adomain 'jobs2web.com' with mean price 0.7, 1 impressions of adomain 'kayak.com' with mean price 0.3, 2 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 1 impressions of adomain 'kindsnacks.com' with mean price 0.6, 5 impressions of adomain 'kohls.com' with mean price 0.1, 6 impressions of adomain 'lastpass.com' with mean price 0.7, 1 impressions of adomain 'lexus.eu' with mean price 0.9, 2 impressions of adomain 'livenation.com' with mean price 0.1, 5 impressions of adomain 'logitech.com' with mean price 0.8, 1 impressions of adomain 'lucidmotors.com' with mean price 3.1, 3 impressions of adomain 'mccain.com' with mean price 0.8, 4 impressions of adomain 'mccormick.com' with mean price 0.6, 7 impressions of adomain 'mcdonalds.com' with mean price 0.8, 1 impressions of adomain 'medline.com' with mean price 1.1, 1 impressions of adomain 'merck.com' with mean price 0.1, 4 impressions of adomain 'metamucil.com' with mean price 1.0, 1 impressions of adomain 'michaeljfox.org' with mean price 0.5, 2 impressions of adomain 'miebo.com' with mean price 0.5, 5 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 2 impressions of adomain 'moin-marketing.com' with mean price 0.3, 1 impressions of adomain 'moistureshield.com' with mean price 0.7, 1 impressions of adomain 'momentsatjewelosco.com' with mean price 0.7, 7 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'nabshow.com' with mean price 1.7, 3 impressions of adomain 'nautica.com' with mean price 0.6, 2 impressions of adomain 'navypier.org' with mean price 0.1, 5 impressions of adomain 'newchapter.com' with mean price 4.1, 5 impressions of adomain 'nianticlabs.com' with mean price 0.7, 1 impressions of adomain 'norton.com' with mean price 1.3, 3 impressions of adomain 'nuedextahcp.com' with mean price 0.2, 3 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'ny.gov' with mean price 0.7, 1 impressions of adomain 'oceanspray.com' with mean price 0.4, 1 impressions of adomain 'ohareautobody.com' with mean price 0.5, 6 impressions of adomain 'olay.com' with mean price 2.6, 2 impressions of adomain 'oldspice.com' with mean price 4.1, 2 impressions of adomain 'one1brands.com' with mean price 0.3, 3 impressions of adomain 'opill.com' with mean price 0.5, 7 impressions of adomain 'orgovyx.com' with mean price 0.4, 2 impressions of adomain 'oxo.com' with mean price 0.2, 4 impressions of adomain 'paradisecoast.com' with mean price 0.5, 4 impressions of adomain 'paramountplus.com' with mean price 0.4, 13 impressions of adomain 'pathtosuccess.global' with mean price 1.5, 35 impressions of adomain 'paxlovid.com' with mean price 0.9, 31 impressions of adomain 'paypal.com' with mean price 0.8, 3 impressions of adomain 'pentlyconger.com' with mean price 3.3, 11 impressions of adomain 'pepsico.com' with mean price 0.5, 1 impressions of adomain 'philips.com' with mean price 0.2, 2 impressions of adomain 'philosophy.com' with mean price 0.2, 1 impressions of adomain 'plannedparenthood.org' with mean price 2.0, 2 impressions of adomain 'poise.com' with mean price 1.0, 8 impressions of adomain 'prilosecotc.com' with mean price 3.0, 19 impressions of adomain 'progressive.com' with mean price 0.3, 2 impressions of adomain 'pull-ups.com' with mean price 0.3, 8 impressions of adomain 'quiktrip.com' with mean price 0.7, 1 impressions of adomain 'revlon.com' with mean price 29.5, 2 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.6, 5 impressions of adomain 'royalcaribbean.com' with mean price 0.7, 3 impressions of adomain 'sakrete.com' with mean price 1.3, 4 impressions of adomain 'samhsa.gov' with mean price 0.4, 4 impressions of adomain 'samsclub.com' with mean price 0.5, 1 impressions of adomain 'schellbrothers.com' with mean price 0.1, 2 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'seedsnsuch.com' with mean price 0.2, 1 impressions of adomain 'sfdbrands.com' with mean price 0.3, 6 impressions of adomain 'sharefile.com' with mean price 0.2, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.7, 2 impressions of adomain 'shipt.com' with mean price 0.3, 12 impressions of adomain 'simplyorangejuice.com' with mean price 2.2, 3 impressions of adomain 'smartypantsvitamins.com' with mean price 0.2, 4 impressions of adomain 'starbucks.com' with mean price 2.0, 5 impressions of adomain 'starz.com' with mean price 0.2, 3 impressions of adomain 'stonyfield.com' with mean price 0.5, 2 impressions of adomain 'sujaorganic.com' with mean price 0.6, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'thermos.com' with mean price 0.2, 1 impressions of adomain 'thesimplygoodfoodscompany.gcs-web.com' with mean price 0.3, 3 impressions of adomain 'ticketmaster.com' with mean price 0.1, 7 impressions of adomain 'tiktok.com' with mean price 0.8, 1 impressions of adomain 'track.safedriverewards.com' with mean price 0.7, 1 impressions of adomain 'travelwyoming.com' with mean price 0.4, 3 impressions of adomain 'truthinitiative.org' with mean price 0.3, 3 impressions of adomain 'tukysa.com' with mean price 0.7, 3 impressions of adomain 'tysonfoods.com' with mean price 0.6, 2 impressions of adomain 'ubykotex.com' with mean price 0.5, 1 impressions of adomain 'uic.edu' with mean price 0.3, 1 impressions of adomain 'ultimahealth.com' with mean price 0.2, 1 impressions of adomain 'unitedfidelity.com' with mean price 0.3, 2 impressions of adomain 'utoledo.edu' with mean price 0.6, 1 impressions of adomain 'valvolineglobal.com' with mean price 0.4, 3 impressions of adomain 'vaynermedia.com' with mean price 0.5, 18 impressions of adomain 'vicks.com' with mean price 2.1, 1 impressions of adomain 'visitarizona.com' with mean price 0.2, 10 impressions of adomain 'vivistim.com' with mean price 0.5, 17 impressions of adomain 'vtama.com' with mean price 0.4, 4 impressions of adomain 'walmart.com' with mean price 0.8, 1 impressions of adomain 'weightwatchers.com' with mean price 0.5, 2 impressions of adomain 'windcreekcasino.com' with mean price 0.3, 2 impressions of adomain 'windex.com' with mean price 0.1, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'wrigleyfield.com' with mean price 0.6, 2 impressions of adomain 'xifaxan.com' with mean price 0.7, 22 impressions of adomain 'zavzpret.com' with mean price 0.5; 2 sessions in app 'com.playvalve.spades', 34 ad_requests with mean bid_floor 125.2, 2 impressions of adomain 'algaecal.com' with mean price 0.5, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'churchdwight.com' with mean price 0.8, 1 impressions of adomain 'hartz.com' with mean price 0.5, 2 impressions of adomain 'lifeextension.com' with mean price 0.4, 1 impressions of adomain 'methodproducts.com' with mean price 1.1, 1 impressions of adomain 'naturesway.com' with mean price 0.4; 1 sessions in app 'com.scopely.wheeloffortune', 6 ad_requests with mean bid_floor 0.6; 12 sessions in app 'com.sngict.dominoes', 97 ad_requests with mean bid_floor 55.3; 131 sessions in app 'com.vitastudio.mahjong', 263 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.yallaplay.spadesmasters', 28 ad_requests with mean bid_floor 115.4; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.9';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-14 21:07:40;dc_15roundended_before_d8_timestamp is 45671.7591203704;ag_retention_d1_timestamp is 2025-01-13 15:45:21;0_timestamp is 2025-01-13 15:45:21;time_since_impression_in_hours is 235;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 235;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.620173911312698;partition is 1087;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '5938629d-248e-4f4a-933c-c50d27dfe7b8;'uuid is 'dec533f9-484d-496a-a78e-49fc902eec31';bid_timestamp is '2025-01-06 19:54:38';device_id is '5938629d-248e-4f4a-933c-c50d27dfe7b8';biddate is '2025-01-06';country is 'USA';app is 'com.nicemusicplayer.zeromp3player';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 4.8393930337905;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 2.07638 ;min_floor is 0.010706 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 2.07638;prior_tag_impressions_count is 55 ;time_since_impression is 11529 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.79;prior_theme_impressions_count is 55;prior_tag_clicks_count is 9 ;time_since_click is '11520';hour is '2025-01-06 19:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '4 sessions in app 'com.afgame.app.poolball', 23 ad_requests with mean bid_floor 3.9; 5 sessions in app 'com.an.shootingball.billiards3d', 86 ad_requests with mean bid_floor 2.0, 2 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'goldstrike.com' with mean price 1.0, 1 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'numerator.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'shehds.com' with mean price 0.2, 1 impressions of adomain 'statefarm.com' with mean price 1.8; 1 sessions in app 'com.animal.hunter.sniper', 14 ad_requests with mean bid_floor 24.9; 29 sessions in app 'com.bbumgames.opa', 389 ad_requests with mean bid_floor 2.5; 17 sessions in app 'com.fiogonia.dominoes', 4046 ad_requests with mean bid_floor 42.8; 24 sessions in app 'com.gamovation.tileclub', 561 ad_requests with mean bid_floor 8.2, 1 impressions of adomain 'bluediamond.com' with mean price 0.4, 3 impressions of adomain 'nike.com' with mean price 0.3, 1 impressions of adomain 'oaklawn.com' with mean price 0.3, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.miniclip.eightballpool', 21 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.musicapp.musicdescargar.mp3downloader26g.downloader', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newpubco.spades', 16 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.nicemusicplayer.zeromp3player', 26 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.papaya.solitairecash', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.playvalve.spades', 144 ad_requests with mean bid_floor 85.5, 1 impressions of adomain 'flixchatter.net' with mean price 0.5; 1 sessions in app 'com.sports.eightball.pool.rival', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 9.8; 1 sessions in app 'com.wildcard.spadespop', 11 ad_requests with mean bid_floor 5.9; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 6.0; 34 sessions in app 'kjv.bible.kingjamesbible', 1361 ad_requests with mean bid_floor 40.6, 1 impressions of adomain 'allstate.com' with mean price 1.0; 17 sessions in app 'loppipoppi.dominoes', 1708 ad_requests with mean bid_floor 16.7, 2 impressions of adomain 'adidas.com' with mean price 0.3, 66 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'arcade1up.com' with mean price 0.1, 1 impressions of adomain 'astrazeneca.com' with mean price 2.4, 2 impressions of adomain 'att.com' with mean price 2.8, 9 impressions of adomain 'bi-animalhealth.com' with mean price 0.1, 7 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'crest.com' with mean price 0.4, 2 impressions of adomain 'cslplasma.com' with mean price 0.9, 1 impressions of adomain 'depend.com' with mean price 0.6, 11 impressions of adomain 'disneyplus.com' with mean price 0.2, 4 impressions of adomain 'dollargeneral.com' with mean price 0.4, 8 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 4 impressions of adomain 'enhertu.com' with mean price 0.1, 1 impressions of adomain 'experian.com' with mean price 0.2, 1 impressions of adomain 'extclaims.com' with mean price 2.0, 1 impressions of adomain 'gillette.com' with mean price 0.2, 1 impressions of adomain 'go.ingredion.com' with mean price 0.2, 3 impressions of adomain 'goldstrike.com' with mean price 1.2, 1 impressions of adomain 'google.com' with mean price 0.3, 4 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'headandshoulders.com' with mean price 4.7, 1 impressions of adomain 'healthprimal.com' with mean price 4.5, 1 impressions of adomain 'heindlcenter.org' with mean price 0.1, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 2 impressions of adomain 'ingrezza.com' with mean price 0.2, 6 impressions of adomain 'intuit.com' with mean price 0.3, 2 impressions of adomain 'janssenschizophreniainjections.com' with mean price 0.1, 11 impressions of adomain 'jcpenny.com' with mean price 0.2, 1 impressions of adomain 'kay.com' with mean price 0.5, 1 impressions of adomain 'kayak.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 2 impressions of adomain 'markanthonyintl.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 0.1, 4 impressions of adomain 'mccormick.com' with mean price 0.2, 6 impressions of adomain 'meiomi.com' with mean price 0.1, 4 impressions of adomain 'newmarbleclassic.com' with mean price 9.6, 3 impressions of adomain 'nianticlabs.com' with mean price 1.0, 17 impressions of adomain 'nike.com' with mean price 0.3, 5 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'oaklawn.com' with mean price 0.4, 2 impressions of adomain 'olay.com' with mean price 2.5, 1 impressions of adomain 'palmers.com' with mean price 0.1, 3 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'pepto-bismol.com' with mean price 1.0, 1 impressions of adomain 'pfizer.com' with mean price 10.9, 1 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'rangeusa.com' with mean price 0.4, 1 impressions of adomain 'rei.com' with mean price 0.5, 12 impressions of adomain 'remerge.io' with mean price 0.3, 28 impressions of adomain 'samsclub.com' with mean price 0.4, 2 impressions of adomain 'schwarzkopf.com' with mean price 0.1, 1 impressions of adomain 'scottbrand.com' with mean price 0.7, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.3, 2 impressions of adomain 'starbucks.com' with mean price 0.1, 3 impressions of adomain 'subaru.com' with mean price 0.3, 1 impressions of adomain 'takeda.com' with mean price 0.1, 1 impressions of adomain 'tech.pokergaga.net' with mean price 10.9, 3 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'torani.com' with mean price 0.1, 2 impressions of adomain 'tremfya.com' with mean price 1.0, 1 impressions of adomain 'tysonfoods.com' with mean price 0.5, 1 impressions of adomain 'vicks.com' with mean price 0.6, 11 impressions of adomain 'walgreens.com' with mean price 0.6, 2 impressions of adomain 'walmart.com' with mean price 0.2, 1 impressions of adomain 'wisewaveltd.com' with mean price 9.6, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2, 3 impressions of adomain 'woodmenlife.com' with mean price 0.7, 3 impressions of adomain 'www.vitastudio.ai' with mean price 2.6, 21 impressions of adomain 'xifaxan.com' with mean price 0.5; 3 sessions in app 'net.peakgames.ginrummyplus', 38 ad_requests with mean bid_floor 29.6; 19 sessions in app 'ru.skillcap.dominoes', 273 ad_requests with mean bid_floor 45.0; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 41 ad_requests with mean bid_floor 0.8; 6 sessions in app 'tr.com.playin.zombees', 115 ad_requests with mean bid_floor 11.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-07 14:02:30;time_since_impression_in_hours is 3;channel is 'USA/I/applovin/com.nicemusicplayer.zeromp3player/False/117';time_since_click_in_hours is 3;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.192367974113472;partition is 2078;segments is ['loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'com.scopely.monopolygo_Android_CPI_social_casino_install_abdoul_500k_01_14_2024' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_100k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA_dc_8EndGame_BeforeD8_abdoul_100k_07_18_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_100k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd72cc6c5-70c4-458a-9790-482e50ad39d6;'uuid is '3f5851bb-802f-4c9d-ba21-2cea02d655d6';bid_timestamp is '2025-01-14 23:07:54';device_id is 'd72cc6c5-70c4-458a-9790-482e50ad39d6';biddate is '2025-01-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 41.3558392029879;target_cpi is 1.21465862579698;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 1890268 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.35;prior_theme_impressions_count is 3;prior_tag_clicks_count is 7 ;time_since_click is '1890263';hour is '2025-01-14 23:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '10 sessions in app 'com.blackout.spades', 707 ad_requests with mean bid_floor 30.9, 7 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'coldstonecreamery.com' with mean price 1.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 2 impressions of adomain 'hyatt.com' with mean price 0.5, 1 impressions of adomain 'myhomehq.biz' with mean price 0.3, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 41.4, 3 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'offerhives.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'starbucks.com' with mean price 0.2; 1 sessions in app 'com.newpubco.spades', 15 ad_requests with mean bid_floor 13.2, 1 impressions of adomain 'productmadness.com' with mean price 0.9, 1 impressions of adomain 'scorewarrior.com' with mean price 50.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-14 23:10:59;time_since_impression_in_hours is 525;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 525;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.684868269655079;partition is 3883;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '8ffaebff-4b8f-4898-b891-acf9e80cb3b0;'uuid is '0f1ba6a0-ca4e-4b53-91a3-39f50043273f';bid_timestamp is '2025-01-24 21:40:10';device_id is '8ffaebff-4b8f-4898-b891-acf9e80cb3b0';biddate is '2025-01-24';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 44.4638823142575;target_cpi is 0.923797544638447;campaign is 58164;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 35.187 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is ;third_party_bid_price is 35.187;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.09;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-24 21:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'com.antivirus', 6 ad_requests with mean bid_floor 8.1; 8 sessions in app 'com.blackout.spades', 1910 ad_requests with mean bid_floor 31.0, 2 impressions of adomain 'amazon.com' with mean price 1.1, 1 impressions of adomain 'cash.app' with mean price 0.8, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 44.5, 1 impressions of adomain 'walmart.com' with mean price 0.7; 1 sessions in app 'com.newpubco.spades', 24 ad_requests with mean bid_floor 19.7, 1 impressions of adomain 'pluto.tv' with mean price 0.8, 1 impressions of adomain 'supertreat.net' with mean price 1.0, 1 impressions of adomain 'vitastudio.ai' with mean price 0.8; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 17 ad_requests with mean bid_floor 42.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-24 21:52:32;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.599886399773572;partition is 1010;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '901d6703-74a5-485a-b534-7a68e7a4b02d;'uuid is 'c90d346b-20fc-4e23-9697-94df313b435e';bid_timestamp is '2025-02-09 4:38:27';device_id is '901d6703-74a5-485a-b534-7a68e7a4b02d';biddate is '2025-02-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 41.2622270026386;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1.5;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-09 04:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'com.Zeeppo.GuitarBand', 74 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.aging.ai.toonme', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'walgreens.com' with mean price 1.3; 2 sessions in app 'com.blackout.spades', 96 ad_requests with mean bid_floor 23.9, 3 impressions of adomain 'offerhives.com' with mean price 2.2; 3 sessions in app 'com.lemon.lvoverseas', 3 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-09 4:55:33;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.748006055446806;partition is 2547;segments is ['bloom_com.blackout.spades_USA_80' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '1ec1db9b-e9f7-416d-bb6b-8d0a245d772f;'uuid is '55b546fa-a1e5-4921-b2a4-a86efe0f69ca';bid_timestamp is '2024-12-31 5:35:45';device_id is '1ec1db9b-e9f7-416d-bb6b-8d0a245d772f';biddate is '2024-12-31';country is 'USA';app is 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 30.4332410013719;target_cpi is 4.63354314845298;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 18.383933 ;min_floor is 18.383933 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 4762099 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.54;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-31 05:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.apalon.myclockfree', 3 ad_requests with mean bid_floor 0.0; 59 sessions in app 'com.wonderpeople.megahitpoker.global', 179 ad_requests with mean bid_floor 104.3; 1 sessions in app 'fm.castbox.audiobook.radio.podcast', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 6.5; 1 sessions in app 'math.puzzle.games.crossmath.number.puzzles.free', 9 ad_requests with mean bid_floor 5.4; 27 sessions in app 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game', 715 ad_requests with mean bid_floor 14.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-31 5:38:45;time_since_impression_in_hours is 1322;channel is 'USA/I/applovin/pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.146189689611436;partition is 790;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPA(in-app_purchase)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPA(in-app_purchase)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '5c7cc716-b371-4369-972d-5f565602389d;'uuid is '1b6f5511-edac-4b30-bf72-21521ddb814d';bid_timestamp is '2025-02-07 17:56:56';device_id is '5c7cc716-b371-4369-972d-5f565602389d';biddate is '2025-02-07';country is 'USA';app is 'nexup.trs.screw';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 4 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 25.1856 ;min_floor is 25.1856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'ai.metaverselabs.grammargpt', 2 ad_requests with mean bid_floor 110.0; 1 sessions in app 'ai.socialapps.speakmaster', 52 ad_requests with mean bid_floor 21.1; 27 sessions in app 'com.Beauchamp.Messenger.external', 879 ad_requests with mean bid_floor 4.4, 1 clicks of adomain 'social-innovation.hitachi', 1 impressions of adomain 'social-innovation.hitachi' with mean price 4.0, 1 clicks of adomain 'yubo.live', 1 impressions of adomain 'yubo.live' with mean price 3.1; 1 sessions in app 'com.JindoBlu.OfflineGames', 9 ad_requests with mean bid_floor 3.5; 75 sessions in app 'com.block.juggle', 541 ad_requests with mean bid_floor 53.4; 1 sessions in app 'com.huke.ppl', 45 ad_requests with mean bid_floor 10.6; 2 sessions in app 'com.nova.popstaren', 185 ad_requests with mean bid_floor 11.2; 1 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 3.1; 9 sessions in app 'com.tumblr', 34 ad_requests with mean bid_floor 7.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:03:15;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/nexup.trs.screw/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.710461689579174;partition is 2057;segments is ['com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4e78c08d-e108-4209-8069-2589af4fba9e;'uuid is '6faa3316-cac0-49db-ad09-6a476e0c9e71';bid_timestamp is '2025-01-31 16:00:47';device_id is '4e78c08d-e108-4209-8069-2589af4fba9e';biddate is '2025-01-31';country is 'USA';app is 'com.euchre.solitaire.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 24.0463532941812;target_cpi is 1.40522289276123;campaign is 58208;creative_id is 228773;session_duration is 1 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 11.317267 ;min_floor is 11.317267 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 2420835 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.18;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-31 16:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'X_g_vpfSXDtwifbClRu36NJxWmMWv1qvkOixuQ_bjrn6IIo9NG_jVQmpYexPs6ID', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 31 ad_requests with mean bid_floor 6.4, 7 impressions of adomain 'walmart.com' with mean price 1.8, 1 impressions of adomain 'windex.com' with mean price 1.4; 1 sessions in app 'com.TripleWin.LotteryScrach.sparsenessGame.prizeReward', 24 ad_requests with mean bid_floor 1.6; 6 sessions in app 'com.akashlilhare.homeworkout', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.bears.rain.instead.technique', 25 ad_requests with mean bid_floor 8.1; 5 sessions in app 'com.bigc.numlink.number.match', 25 ad_requests with mean bid_floor 13.4, 1 impressions of adomain 'windex.com' with mean price 0.8; 1 sessions in app 'com.bigcake.android.classicdominoes', 9 ad_requests with mean bid_floor 31.0; 1 sessions in app 'com.blackout.gin', 56 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 2 ad_requests with mean bid_floor 40.3; 1 sessions in app 'com.botbrain.personal_ais', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.bti.sAnalyzer', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.bubble.shooter.family', 17 ad_requests with mean bid_floor 19.6; 23 sessions in app 'com.car.jam.puzzle', 915 ad_requests with mean bid_floor 30.5, 2 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'izervay.com' with mean price 1.8, 1 impressions of adomain 'ultimahealth.com' with mean price 0.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 1 sessions in app 'com.crazy.delivery.match.triple.match3d.factory.gp', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.cy.FairyTaleKingdomMergeGame', 3 ad_requests with mean bid_floor 5.2; 73 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 8530 ad_requests with mean bid_floor 17.1, 1 impressions of adomain 'amazon.com' with mean price 0.9, 2 impressions of adomain 'bajafresh.com' with mean price 1.2, 1 impressions of adomain 'cindyswindowfashions.com' with mean price 1.5, 1 impressions of adomain 'coldwellbankermountainwest.com' with mean price 1.6, 3 impressions of adomain 'csuchico.edu' with mean price 1.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.7, 4 impressions of adomain 'freecash.com' with mean price 15.2, 2 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'hollandresidential.com' with mean price 1.1, 2 impressions of adomain 'izervay.com' with mean price 1.8, 1 impressions of adomain 'liceclinicsofamerica.com' with mean price 1.6, 2 impressions of adomain 'newpub.co/hearts' with mean price 22.9, 2 clicks of adomain 'newpub.co/hearts', 1 impressions of adomain 'newpub.co/spades' with mean price 12.3, 1 impressions of adomain 'newseasonsmarket.com' with mean price 3.0, 2 impressions of adomain 'northcountyford.com' with mean price 1.9, 1 impressions of adomain 'oregonlottery.org' with mean price 2.4, 2 impressions of adomain 'paramount.com' with mean price 0.7, 2 impressions of adomain 'pentlyconger.com' with mean price 1.3, 1 impressions of adomain 'ramjackwest.com' with mean price 1.7, 1 clicks of adomain 'speedcash.com', 1 impressions of adomain 'speedcash.com' with mean price 11.4, 1 impressions of adomain 'tacotime.com' with mean price 1.7, 6 impressions of adomain 'temu.com' with mean price 56.5, 2 clicks of adomain 'temu.com', 1 impressions of adomain 'theresidencesat11w.com' with mean price 1.2, 5 impressions of adomain 'tiktok.com' with mean price 2.6, 3 impressions of adomain 'volvocarsbend.com' with mean price 1.4; 1 sessions in app 'com.fc.hexa.sort.color.sorting.brain.puzzle', 23 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.funcraft.dicewords', 105 ad_requests with mean bid_floor 78.3, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'kay.com' with mean price 0.4, 2 clicks of adomain 'speelead.com', 3 impressions of adomain 'speelead.com' with mean price 20.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3; 51 sessions in app 'com.funtomic.matchmasters', 273 ad_requests with mean bid_floor 98.8; 1 sessions in app 'com.goods.master3d.triple.puzzle', 28 ad_requests with mean bid_floor 155.1; 46 sessions in app 'com.habit.record.reward.tracker', 76 ad_requests with mean bid_floor 4.6; 5 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 248 ad_requests with mean bid_floor 14.8, 1 impressions of adomain 'tacotime.com' with mean price 1.8, 1 impressions of adomain 'thekrogerco.com' with mean price 0.9; 3 sessions in app 'com.justplay.app', 11 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.king.wifimeter.signalstrength.dp', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.kiwifun.game.android.numbermaster.puzzles', 25 ad_requests with mean bid_floor 24.0; 128 sessions in app 'com.metropcs.metrozone', 630 ad_requests with mean bid_floor 99.7; 1 sessions in app 'com.mysterytag.climbthemountain', 11 ad_requests with mean bid_floor 36.6; 1 sessions in app 'com.oakgames.linked2248.numberpuzzle', 14 ad_requests with mean bid_floor 0.9; 2 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.pixel.art.coloring.color.number', 11 ad_requests with mean bid_floor 2.4; 2 sessions in app 'com.platinumplayer.word.addict', 183 ad_requests with mean bid_floor 20.7, 2 impressions of adomain 'consumertestconnect.com' with mean price 35.5, 1 impressions of adomain 'newpub.co' with mean price 41.6; 1 sessions in app 'com.playlinks.slotmate', 6 ad_requests with mean bid_floor 127.2; 22 sessions in app 'com.qoni.guesstheiranswer', 556 ad_requests with mean bid_floor 4.9, 5 clicks of adomain 'speedcash.com', 8 impressions of adomain 'speedcash.com' with mean price 16.1; 6 sessions in app 'com.slottcamproakkkiob.boom', 126 ad_requests with mean bid_floor 1.9; 30 sessions in app 'com.tapstory.sweetcrushroyal.match3', 144 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 1.9; 2 sessions in app 'com.trpz.travel', 37 ad_requests with mean bid_floor 13.3; 1 sessions in app 'com.vitastudio.mahjong', 8 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.wildcard.spades', 7 ad_requests with mean bid_floor 4.3; 82 sessions in app 'daily.number.match.free.puzzle', 7200 ad_requests with mean bid_floor 20.3, 2 impressions of adomain '23andme.com' with mean price 0.9, 19 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'athomesuperstore.com' with mean price 1.3, 1 impressions of adomain 'bissell.com' with mean price 0.3, 1 impressions of adomain 'campbells.com' with mean price 0.7, 10 impressions of adomain 'churchdwight.com' with mean price 1.0, 7 impressions of adomain 'coca-cola.com' with mean price 0.4, 1 impressions of adomain 'colgate.com' with mean price 0.3, 2 impressions of adomain 'culturelle.com' with mean price 1.1, 4 impressions of adomain 'demeyerfurniture.com' with mean price 1.1, 4 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'drinkcirkul.com' with mean price 0.7, 2 impressions of adomain 'drinkpoppi.com' with mean price 1.1, 1 impressions of adomain 'essie.com' with mean price 0.8, 1 impressions of adomain 'esupplements.com' with mean price 1.3, 1 impressions of adomain 'fever-tree.com' with mean price 0.3, 4 impressions of adomain 'fitbit.com' with mean price 0.3, 4 impressions of adomain 'funkaway.com' with mean price 0.3, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 1.1, 8 impressions of adomain 'haleon.com' with mean price 0.8, 1 impressions of adomain 'hartz.com' with mean price 0.8, 2 impressions of adomain 'hello-products.com' with mean price 0.3, 2 impressions of adomain 'irishspring.com' with mean price 0.3, 5 impressions of adomain 'izervay.com' with mean price 1.9, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 1 impressions of adomain 'laroche-posay.us' with mean price 0.6, 1 impressions of adomain 'lifeextension.com' with mean price 1.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.5, 3 impressions of adomain 'liquiddeath.com' with mean price 0.8, 16 impressions of adomain 'luckyeagle.com' with mean price 1.1, 3 impressions of adomain 'mthoodterritory.com' with mean price 1.1, 2 impressions of adomain 'nclhltd.com' with mean price 2.0, 9 impressions of adomain 'nutrafol.com' with mean price 0.9, 2 impressions of adomain 'nuunlife.com' with mean price 1.2, 2 impressions of adomain 'oattravel.com' with mean price 3.8, 2 impressions of adomain 'orgain.com' with mean price 0.6, 1 impressions of adomain 'paramount.com' with mean price 0.4, 1 impressions of adomain 'philips.com' with mean price 0.5, 1 impressions of adomain 'poise.com' with mean price 0.8, 1 impressions of adomain 'refreshbrand.com' with mean price 0.8, 1 impressions of adomain 'roundtablepizza.com' with mean price 0.8, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.3, 1 impressions of adomain 'snuggle.com' with mean price 0.3, 3 impressions of adomain 'solaray.com' with mean price 0.9, 1 impressions of adomain 'starbucks.com' with mean price 0.4, 1 impressions of adomain 'styleedit.com' with mean price 0.5, 14 impressions of adomain 'tiktok.com' with mean price 2.7, 2 impressions of adomain 'tylenol.com' with mean price 0.8, 2 impressions of adomain 'ubykotex.com' with mean price 0.6, 8 impressions of adomain 'unilever.com' with mean price 0.6, 2 impressions of adomain 'waiakea.com' with mean price 1.1, 1 impressions of adomain 'zales.com' with mean price 0.7, 2 impressions of adomain 'zarbees.com' with mean price 0.7; 1 sessions in app 'de.combike', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 19 ad_requests with mean bid_floor 10.4, 1 impressions of adomain 'amazon.com' with mean price 0.3; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.3; 5 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 16.5; 5 sessions in app 'in.ujjawalapps.mausam', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'live.fun.bingo.online.story.casino.free.game.android', 9 ad_requests with mean bid_floor 3.7; 1 sessions in app 'pdf.reader.all.pdfviewer.pdfeditor', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'sudoku.puzzle.free.game.brain', 8 ad_requests with mean bid_floor 5.3, 1 impressions of adomain 'tiktok.com' with mean price 1.2; 1 sessions in app 'tap.away.out.tapout.master.cube.block.puzzle.games', 14 ad_requests with mean bid_floor 2.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 672;channel is 'USA/V/applovin/com.euchre.solitaire.plus.offline.free.card.games/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.919549696915452;partition is 2057;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e4ad8857-2ca8-4d00-b689-82421d1f95b6;'uuid is '828f60e1-0e89-48c0-a97f-fb64240e4d0e';bid_timestamp is '2025-01-03 22:02:26';device_id is 'e4ad8857-2ca8-4d00-b689-82421d1f95b6';biddate is '2025-01-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 4.27483365749445;target_cpi is 1.33812527636376;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 14.416;placement_historical_value is 4.22568;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 788299 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.89;prior_theme_impressions_count is 7;prior_tag_clicks_count is 2 ;time_since_click is '1234563';hour is '2025-01-03 22:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '136 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 17698 ad_requests with mean bid_floor 20.0, 3 impressions of adomain 'aaa.com' with mean price 0.8, 1 impressions of adomain 'adhdonline.com' with mean price 0.9, 98 impressions of adomain 'airproducts.com' with mean price 1.8, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'autoinsurance.org' with mean price 0.1, 1 impressions of adomain 'carando.com' with mean price 0.3, 1 impressions of adomain 'celestialseasonings.com' with mean price 4.1, 2 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'commissaries.com' with mean price 0.7, 10 clicks of adomain 'creditkarma.com', 27 impressions of adomain 'creditkarma.com' with mean price 10.7, 2 impressions of adomain 'crumblcookies.com' with mean price 0.1, 2 impressions of adomain 'deepindiankitchen.com' with mean price 0.2, 1 impressions of adomain 'distrokid.com' with mean price 0.2, 1 impressions of adomain 'dnb.com' with mean price 0.2, 6 impressions of adomain 'dramamine.com' with mean price 0.3, 3 impressions of adomain 'frederickwildman.com' with mean price 0.5, 1 impressions of adomain 'grammarly.com' with mean price 0.1, 3 impressions of adomain 'health-ade.com' with mean price 0.2, 2 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'horizondentalcares.com' with mean price 1.1, 8 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'informatica.com' with mean price 0.3, 4 impressions of adomain 'instacart.com' with mean price 0.7, 5 impressions of adomain 'jeffbank.com' with mean price 2.0, 2 impressions of adomain 'jetblue.com' with mean price 0.3, 2 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'moxiesalonandbeautybar.com' with mean price 1.2, 8 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.4, 1 impressions of adomain 'ohdallentown.com' with mean price 0.6, 4 impressions of adomain 'operationsmile.org' with mean price 0.2, 1 impressions of adomain 'pacificoaks.edu' with mean price 0.9, 4 impressions of adomain 'paycom.com' with mean price 0.2, 1 impressions of adomain 'raypricevolvocars.com' with mean price 0.6, 5 impressions of adomain 'riunite.com' with mean price 0.4, 7 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 1 impressions of adomain 'scholastic.com' with mean price 2.9, 3 impressions of adomain 'sling.com' with mean price 0.2, 7 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'takeda.com' with mean price 0.2, 6 impressions of adomain 'thetradedesk.com' with mean price 0.3, 1 impressions of adomain 'visitgrandjunction.com' with mean price 0.3, 1 impressions of adomain 'wakefern.com' with mean price 0.5, 1 clicks of adomain 'walmart.com', 293 impressions of adomain 'walmart.com' with mean price 1.2, 2 impressions of adomain 'wawa.com' with mean price 0.6, 1 impressions of adomain 'xifaxan.com' with mean price 0.7, 2 impressions of adomain 'zillow.com' with mean price 0.2; 120 sessions in app 'com.bigcake.android.spidersolitaire', 2155 ad_requests with mean bid_floor 17.6, 17 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'aspercreme.com' with mean price 0.9, 3 impressions of adomain 'cdw.com' with mean price 1.3, 3 impressions of adomain 'creditkarma.com' with mean price 22.4, 1 impressions of adomain 'dc.gov' with mean price 0.8, 1 impressions of adomain 'espn.com' with mean price 0.4, 1 impressions of adomain 'glade.com' with mean price 0.6, 1 impressions of adomain 'gnc.com' with mean price 0.6, 1 impressions of adomain 'goldbond.com' with mean price 0.9, 1 impressions of adomain 'icyhot.com' with mean price 0.7, 1 impressions of adomain 'illinois.edu' with mean price 1.3, 1 impressions of adomain 'jeffbank.com' with mean price 0.6, 1 impressions of adomain 'leadingresponse.com' with mean price 0.6, 2 impressions of adomain 'libertytax.com' with mean price 0.7, 4 impressions of adomain 'lvhn.org' with mean price 1.1, 1 impressions of adomain 'marcus.com' with mean price 0.6, 1 impressions of adomain 'model1.com' with mean price 0.9, 5 impressions of adomain 'myfitnesspal.com' with mean price 0.9, 6 impressions of adomain 'opticalandhearingctr.com' with mean price 1.3, 6 impressions of adomain 'patpat.com' with mean price 73.1, 3 clicks of adomain 'patpat.com', 16 impressions of adomain 'raypricevolvocars.com' with mean price 1.0, 3 impressions of adomain 'rider.edu' with mean price 1.4, 1 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'shingrixhcp.com' with mean price 0.8, 1 impressions of adomain 'shopgenius.com' with mean price 1.3, 7 impressions of adomain 'simpli.fi' with mean price 1.4, 1 impressions of adomain 'tovala.com' with mean price 1.0, 3 impressions of adomain 'veeqo.com' with mean price 2.2, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'windcreek.com' with mean price 0.5; 104 sessions in app 'com.blackout.spades', 27208 ad_requests with mean bid_floor 28.5, 1 impressions of adomain '7-eleven.com' with mean price 1.1, 11 impressions of adomain 'amazon.com' with mean price 0.5, 24 clicks of adomain 'creditkarma.com', 86 impressions of adomain 'creditkarma.com' with mean price 9.7, 1 impressions of adomain 'designhouse.design' with mean price 0.9, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 9 impressions of adomain 'horizondentalcares.com' with mean price 1.1, 1 impressions of adomain 'kelloggs.com' with mean price 2.7, 9 impressions of adomain 'nepirc.com' with mean price 1.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'oakevergames.com' with mean price 27.0, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oneclickpolitics.com' with mean price 0.5, 4 impressions of adomain 'paramountplus.com' with mean price 0.8, 3 impressions of adomain 'patpat.com' with mean price 17.1, 1 impressions of adomain 'pinterest.com' with mean price 9.0, 2 impressions of adomain 'samhsa.gov' with mean price 0.5, 1 impressions of adomain 'walmart.com' with mean price 0.4, 4 impressions of adomain 'wefightfentanyl.org' with mean price 0.5; 8 sessions in app 'com.king.candycrushsaga', 14 ad_requests with mean bid_floor 3.1; 13 sessions in app 'com.king.candycrushsodasaga', 25 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.marketer.greenpass', 10 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.mnogogames.triviascapes', 12 ad_requests with mean bid_floor 10.0; 4 sessions in app 'com.peoplefun.wordcross', 19 ad_requests with mean bid_floor 7.5; 24 sessions in app 'com.playvalve.solitaire.spider', 3930 ad_requests with mean bid_floor 99.6, 1 impressions of adomain 'creditkarma.com' with mean price 7.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'lackawanna.edu' with mean price 0.3, 1 impressions of adomain 'palottery.pa.gov' with mean price 1.1, 3 impressions of adomain 'rider.edu' with mean price 0.5; 29 sessions in app 'com.solitaire.cards.deluxe', 381 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'betrivers.com' with mean price 0.2, 1 clicks of adomain 'creditkarma.com', 4 impressions of adomain 'creditkarma.com' with mean price 13.8, 2 impressions of adomain 'patpat.com' with mean price 0.3; 16 sessions in app 'com.tripledot.solitaire', 1510 ad_requests with mean bid_floor 13.3, 1 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'creditkarma.com' with mean price 11.1; 102 sessions in app 'com.tripledot.spades', 1901 ad_requests with mean bid_floor 16.7, 1 impressions of adomain '7-eleven.com' with mean price 0.3, 1 impressions of adomain 'adidas.com' with mean price 0.3, 92 impressions of adomain 'airproducts.com' with mean price 2.8, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 8 impressions of adomain 'amazon.com' with mean price 0.4, 5 impressions of adomain 'americandairy.com' with mean price 0.5, 1 impressions of adomain 'anytimefitness.com' with mean price 0.7, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 14 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bushbeans.com' with mean price 1.1, 1 impressions of adomain 'catalyst.com' with mean price 1.1, 3 impressions of adomain 'cerave.com' with mean price 0.3, 1 impressions of adomain 'children.org' with mean price 0.7, 1 impressions of adomain 'chomps.com' with mean price 0.3, 4 impressions of adomain 'creditkarma.com' with mean price 11.8, 1 clicks of adomain 'creditkarma.com', 2 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'designhouse.design' with mean price 1.0, 1 impressions of adomain 'disney.com' with mean price 0.5, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'eatenlightened.com' with mean price 0.6, 4 impressions of adomain 'generalmills.com' with mean price 4.9, 2 impressions of adomain 'goldbond.com' with mean price 0.8, 15 impressions of adomain 'hagerfurniture.com' with mean price 0.8, 2 impressions of adomain 'henkel-northamerica.com' with mean price 0.6, 1 impressions of adomain 'huggies.com' with mean price 0.5, 1 impressions of adomain 'icyhot.com' with mean price 0.4, 1 impressions of adomain 'ideavillage.com' with mean price 1.4, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 2 impressions of adomain 'kellanova.com' with mean price 1.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 9 impressions of adomain 'kohls.com' with mean price 0.3, 1 impressions of adomain 'mms.com' with mean price 0.3, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 2 impressions of adomain 'nurtec.com' with mean price 0.4, 2 impressions of adomain 'olay.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 11 impressions of adomain 'patpat.com' with mean price 12.0, 1 impressions of adomain 'paxlovid.com' with mean price 0.5, 7 impressions of adomain 'petsmart.com' with mean price 0.4, 1 impressions of adomain 'poise.com' with mean price 0.5, 1 impressions of adomain 'polivy.com' with mean price 0.5, 1 impressions of adomain 'prilosecotc.com' with mean price 0.6, 1 impressions of adomain 'rheem.com' with mean price 1.6, 1 impressions of adomain 'samsung.com' with mean price 0.7, 2 impressions of adomain 'simplyhatfield.com' with mean price 0.8, 5 impressions of adomain 'statetheatre.org' with mean price 0.6, 2 impressions of adomain 'stellaartois.com' with mean price 0.5, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.7, 2 impressions of adomain 'theratears.com' with mean price 1.5, 2 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'walmart.com' with mean price 0.5, 15 impressions of adomain 'wawa.com' with mean price 0.8, 1 impressions of adomain 'weldonowen.com' with mean price 0.7; 1 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 6.8; 126 sessions in app 'com.yolo.hiddenobjects', 11696 ad_requests with mean bid_floor 11.0, 2 impressions of adomain '.wakefern.com' with mean price 0.9, 61 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'adobe.com' with mean price 0.0, 2 impressions of adomain 'ameliaisland.com' with mean price 0.0, 1 impressions of adomain 'americanpecan.in' with mean price 0.1, 2 impressions of adomain 'barillagroup.com' with mean price 0.2, 16 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'consumable.com' with mean price 0.1, 155 impressions of adomain 'creditkarma.com' with mean price 10.3, 114 clicks of adomain 'creditkarma.com', 2 impressions of adomain 'eatenlightened.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'gourmetnut.com' with mean price 0.3, 1 impressions of adomain 'grainger.com' with mean price 0.8, 4 impressions of adomain 'henkel-northamerica.com' with mean price 0.3, 1 impressions of adomain 'homespotter.com' with mean price 0.6, 2 impressions of adomain 'house-autry.com' with mean price 0.3, 1 impressions of adomain 'intimate.ai' with mean price 0.1, 4 impressions of adomain 'investor.vanguard.com' with mean price 0.2, 2 impressions of adomain 'kellanova.com' with mean price 0.6, 4 impressions of adomain 'kohls.com' with mean price 0.2, 3 impressions of adomain 'kraftheinzcompany.com' with mean price 0.1, 3 impressions of adomain 'lakeviewfarms.com' with mean price 0.2, 1 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'meijer.com' with mean price 0.0, 1 impressions of adomain 'merckvaccines.com' with mean price 1.7, 1 impressions of adomain 'mms.com' with mean price 0.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mountainvalleyortho.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 1.2, 7 impressions of adomain 'patpat.com' with mean price 24.6, 3 clicks of adomain 'patpat.com', 1 impressions of adomain 'pinterest.com' with mean price 17.5, 1 clicks of adomain 'pinterest.com', 9 impressions of adomain 'rider.edu' with mean price 1.0, 1 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'shopgenius.com' with mean price 0.9, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.2, 1 impressions of adomain 'smuckers.com' with mean price 0.5, 3 impressions of adomain 'solocup.com' with mean price 1.2, 1 impressions of adomain 'speelead.com' with mean price 3.0, 1 clicks of adomain 'speelead.com', 3 impressions of adomain 'tiktok.com' with mean price 1.7, 1 impressions of adomain 'tridentseafoods.com' with mean price 0.2, 1 impressions of adomain 'vyvgart.com' with mean price 0.2, 1 impressions of adomain 'windcreek.com' with mean price 0.6, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 109 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 2277 ad_requests with mean bid_floor 4.5, 2 impressions of adomain 'adidas.com' with mean price 0.1, 19 impressions of adomain 'airproducts.com' with mean price 1.7, 3 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'ameliaisland.com' with mean price 0.0, 1 impressions of adomain 'ashleyfurniture.com' with mean price 2.0, 4 impressions of adomain 'barstoolsportsbook.com' with mean price 0.5, 1 impressions of adomain 'bimbousa.com' with mean price 0.1, 1 impressions of adomain 'cargill.com' with mean price 0.6, 1 impressions of adomain 'consumable.com' with mean price 0.1, 8 clicks of adomain 'creditkarma.com', 31 impressions of adomain 'creditkarma.com' with mean price 10.5, 1 impressions of adomain 'crypto.com' with mean price 0.6, 1 impressions of adomain 'dentalcare.com' with mean price 0.6, 1 impressions of adomain 'gourmetnut.com' with mean price 0.3, 1 impressions of adomain 'greenhouse.com' with mean price 1.0, 5 impressions of adomain 'hagerfurniture.com' with mean price 0.8, 1 impressions of adomain 'kimberly-clark.com' with mean price 0.6, 1 impressions of adomain 'lucidmotors.com' with mean price 0.8, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 2 impressions of adomain 'paramount.com' with mean price 0.1, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.1, 1 impressions of adomain 'pinterest.com' with mean price 10.8, 1 impressions of adomain 'shopgenius.com' with mean price 1.1, 1 impressions of adomain 'solocup.com' with mean price 2.3, 1 impressions of adomain 'starfaceworld.ca' with mean price 0.4, 1 impressions of adomain 'temu.com' with mean price 0.1, 2 impressions of adomain 'wakefern.com' with mean price 0.5, 7 impressions of adomain 'wawa.com' with mean price 0.7; 11 sessions in app 'in.playsimple.wordtrip', 71 ad_requests with mean bid_floor 11.7; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 7.3; 59 sessions in app 'kjv.bible.kingjamesbible', 2550 ad_requests with mean bid_floor 37.2, 2 impressions of adomain 'allstate.com' with mean price 1.4, 2 clicks of adomain 'creditkarma.com', 6 impressions of adomain 'creditkarma.com' with mean price 13.0, 3 clicks of adomain 'patpat.com', 8 impressions of adomain 'patpat.com' with mean price 84.6; 18 sessions in app 'linkdesks.classic.solitaire.klondike', 50 ad_requests with mean bid_floor 51.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 22:06:15;time_since_impression_in_hours is 218;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 343;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.348234057482095;partition is 3991;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'bloom_com.easyfun.solitaire_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.vitastudio.mahjong_apps_embeddings_similarity' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(110)_abdoul_V3_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '6089cfc0-8b95-48c5-a020-0ad83a4f95da;'uuid is 'cf28ae76-c16c-4bfd-8cd8-a5cc874b7a1c';bid_timestamp is '2025-01-28 17:56:11';device_id is '6089cfc0-8b95-48c5-a020-0ad83a4f95da';biddate is '2025-01-28';country is 'USA';app is 'com.easybrain.backgammon.board.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'bidmachine';raw_price is 31.1806;target_cpi is 0.8;campaign is 58200;creative_id is 229452;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'vi';bid_floor is 31.1706 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is 33.733839;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 17:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '53 sessions in app 'com.easybrain.backgammon.board.games', 3110 ad_requests with mean bid_floor 9.8, 21 impressions of adomain 'adidas.com' with mean price 0.1, 13 impressions of adomain 'aircanada.com' with mean price 0.3, 1 impressions of adomain 'aligngi.ca' with mean price 0.9, 5 impressions of adomain 'amazon.ca' with mean price 0.2, 19 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'americanhumane.org' with mean price 0.2, 1 impressions of adomain 'apricotlanebismarck.com' with mean price 0.1, 2 impressions of adomain 'autodealsnearyou.com' with mean price 0.1, 2 impressions of adomain 'beachford.net' with mean price 0.7, 2 impressions of adomain 'beachlincoln.com' with mean price 0.8, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'broadwaygrandprix.com' with mean price 0.5, 1 impressions of adomain 'campingworld.com' with mean price 0.1, 2 impressions of adomain 'capitalone.ca' with mean price 0.4, 1 impressions of adomain 'captaingeorges.com' with mean price 0.2, 1 impressions of adomain 'carnival.com' with mean price 0.1, 1 impressions of adomain 'castrol.com' with mean price 0.1, 1 impressions of adomain 'chomps.com' with mean price 0.1, 2 impressions of adomain 'citadel.edu' with mean price 0.5, 1 impressions of adomain 'combe.com' with mean price 0.2, 2 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'disney.go.com' with mean price 2.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 6 impressions of adomain 'duracell.com' with mean price 0.1, 1 impressions of adomain 'footycentric.com' with mean price 0.1, 1 impressions of adomain 'franksredhot.com' with mean price 0.6, 3 impressions of adomain 'honest.com' with mean price 0.1, 5 impressions of adomain 'hulu.com' with mean price 0.4, 3 impressions of adomain 'intuit.com' with mean price 0.7, 3 impressions of adomain 'kelloggs.com' with mean price 1.1, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.1, 1 impressions of adomain 'lenovo.com' with mean price 0.1, 1 impressions of adomain 'mazdausa.com' with mean price 0.4, 2 impressions of adomain 'metamucil.ca' with mean price 0.4, 1 impressions of adomain 'newbalance.com' with mean price 0.1, 2 impressions of adomain 'newpub.co' with mean price 30.9, 2 clicks of adomain 'newpub.co', 4 impressions of adomain 'nicorette.ca' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'nubioage.com' with mean price 0.7, 3 impressions of adomain 'nutrafol.com' with mean price 0.5, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 3 impressions of adomain 'oetker.ca' with mean price 0.6, 1 impressions of adomain 'olg.ca' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 impressions of adomain 'paypal.com' with mean price 3.7, 1 impressions of adomain 'polysporin.ca' with mean price 0.3, 4 impressions of adomain 'priceline.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.3, 5 impressions of adomain 'santanderus.com' with mean price 0.1, 3 impressions of adomain 'siriusxm.ca' with mean price 0.1, 1 impressions of adomain 'spectrum.com' with mean price 0.1, 2 impressions of adomain 'starsandstrikes.com' with mean price 1.1, 1 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'synchronybank.com' with mean price 0.2, 1 impressions of adomain 'trueseamoss.com' with mean price 0.2, 8 impressions of adomain 'tylenol.ca' with mean price 0.3, 1 impressions of adomain 'vicks.ca' with mean price 0.8, 2 impressions of adomain 'whatisshingles.com' with mean price 0.1, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1, 3 impressions of adomain 'xyzal.com' with mean price 0.2, 1 impressions of adomain 'zarbees.com' with mean price 0.4; 1 sessions in app 'com.newpubco.spades', 12 ad_requests with mean bid_floor 8.8, 1 impressions of adomain 'xifaxan.com' with mean price 0.8; 132 sessions in app 'com.openmygame.games.android.sudokumaster', 1547 ad_requests with mean bid_floor 1.2, 3 impressions of adomain 'aarp.org' with mean price 0.1, 1 impressions of adomain 'absolutecomfortcs.com' with mean price 0.1, 333 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'admile.com' with mean price 0.3, 42 impressions of adomain 'adobe.com' with mean price 0.0, 32 impressions of adomain 'amazon.com' with mean price 0.2, 5 impressions of adomain 'api.org' with mean price 0.1, 1 impressions of adomain 'bealls.com' with mean price 0.0, 1 impressions of adomain 'belocalpub.com' with mean price 0.2, 1 impressions of adomain 'bestbuy.com' with mean price 1.0, 1 impressions of adomain 'bestcoastalcarolinashomesearch.com' with mean price 0.1, 16 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bissell.com' with mean price 0.2, 1 impressions of adomain 'boostmobile.com' with mean price 0.3, 1 impressions of adomain 'bp.com' with mean price 0.3, 1 impressions of adomain 'bumble.com' with mean price 0.0, 4 impressions of adomain 'canada.ca' with mean price 0.2, 5 impressions of adomain 'cargurus.com' with mean price 0.2, 6 impressions of adomain 'century21boling.com' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'coastalguttersllc.com' with mean price 0.2, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'covergirl.com' with mean price 1.7, 1 impressions of adomain 'crypto.com' with mean price 0.0, 2 impressions of adomain 'dairyqueen.com' with mean price 0.0, 1 impressions of adomain 'deltadentalsc.com' with mean price 0.1, 8 impressions of adomain 'doctorscare.com' with mean price 0.3, 1 impressions of adomain 'ecer.com' with mean price 0.3, 7 impressions of adomain 'ecobee.com' with mean price 0.0, 1 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'facebook.com' with mean price 0.1, 2 impressions of adomain 'flixchatter.net' with mean price 0.2, 5 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'harborfreight.com' with mean price 0.2, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 0.1, 2 impressions of adomain 'heartandstroke.ca' with mean price 0.3, 2 impressions of adomain 'homespotter.com' with mean price 0.5, 2 impressions of adomain 'hondadealers.com' with mean price 0.3, 5 impressions of adomain 'hp.com' with mean price 0.1, 10 impressions of adomain 'hrblock.com' with mean price 0.4, 8 impressions of adomain 'iheart.com' with mean price 0.0, 11 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'intuit.com' with mean price 0.0, 4 impressions of adomain 'jackpotcity.ca' with mean price 0.1, 1 clicks of adomain 'jackpotcity.ca', 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 2 impressions of adomain 'kroger.com' with mean price 0.1, 1 impressions of adomain 'mcleodhealth.org' with mean price 0.3, 1 impressions of adomain 'michaeljfox.org' with mean price 1.2, 10 impressions of adomain 'mondelezinternational.com' with mean price 0.0, 1 impressions of adomain 'mountaindew.com' with mean price 0.1, 1 impressions of adomain 'myrtlebeachbailbonds.com' with mean price 0.2, 1 impressions of adomain 'numerator.com' with mean price 0.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 2 impressions of adomain 'nyxcosmetics.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 2 impressions of adomain 'oanda.com' with mean price 0.1, 1 impressions of adomain 'officedepot.com' with mean price 0.2, 1 impressions of adomain 'opera.com' with mean price 0.0, 11 impressions of adomain 'oreo.com' with mean price 0.2, 1 impressions of adomain 'paneraathome.com' with mean price 0.4, 1 impressions of adomain 'peacecenter.org' with mean price 0.2, 32 impressions of adomain 'peacocktv.com' with mean price 0.1, 1 impressions of adomain 'pepsico.com' with mean price 0.2, 10 impressions of adomain 'pizzainn.com' with mean price 0.5, 1 impressions of adomain 'playojo.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 42 impressions of adomain 'priceline.com' with mean price 0.0, 1 impressions of adomain 'principles.com' with mean price 0.2, 2 impressions of adomain 'privacy-center.sharethrough.com' with mean price 0.3, 12 impressions of adomain 'publix.com' with mean price 0.0, 1 impressions of adomain 'remax.com' with mean price 0.5, 3 impressions of adomain 'rssc.com' with mean price 0.0, 1 impressions of adomain 'samsung.com' with mean price 0.6, 3 impressions of adomain 'sandmanhotels.com' with mean price 0.0, 1 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'saucony.com' with mean price 0.3, 3 impressions of adomain 'sc.gov' with mean price 0.2, 2 impressions of adomain 'scad.edu' with mean price 0.4, 6 impressions of adomain 'scfederal.org' with mean price 0.2, 3 impressions of adomain 'scopely.com' with mean price 0.0, 1 impressions of adomain 'singlesnearme2025.today' with mean price 0.2, 1 impressions of adomain 'soundofprofound.com' with mean price 0.3, 6 impressions of adomain 'southcarolina250.com' with mean price 0.7, 1 impressions of adomain 'spectacularnwt.com' with mean price 0.5, 8 impressions of adomain 'spectrum.com' with mean price 1.0, 1 impressions of adomain 'squareup.com' with mean price 0.0, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'starsandstrikes.com' with mean price 0.4, 1 impressions of adomain 'starz.com' with mean price 0.2, 1 impressions of adomain 'subaru.com' with mean price 0.3, 5 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'thechildrenstrust.org' with mean price 0.2, 1 impressions of adomain 'theschofieldhotel.com' with mean price 0.2, 1 impressions of adomain 'theverandaatmarketcommon.com' with mean price 0.2, 3 impressions of adomain 'tiktok.com' with mean price 1.4, 2 impressions of adomain 'todaysmilitary.com' with mean price 0.1, 15 impressions of adomain 'uber.com' with mean price 0.0, 12 impressions of adomain 'uphold.com' with mean price 0.0, 1 impressions of adomain 'us.betrivers.net' with mean price 0.0, 8 impressions of adomain 'vacasa.com' with mean price 0.7, 1 impressions of adomain 'vsp.com' with mean price 0.0, 1 impressions of adomain 'workingwithcancerpledge.com' with mean price 0.1, 1 impressions of adomain 'wurl.com' with mean price 0.6, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.0, 12 impressions of adomain 'yourradioplace.com' with mean price 0.1, 1 impressions of adomain 'zetaglobal.com' with mean price 0.0, 1 impressions of adomain 'zinodavidoff.com' with mean price 0.3; 154 sessions in app 'com.zynga.words3', 3416 ad_requests with mean bid_floor 15.0, 4 impressions of adomain 'adidas.com' with mean price 0.2, 3 impressions of adomain 'adobe.com' with mean price 0.0, 13 impressions of adomain 'amazon.com' with mean price 0.1, 4 impressions of adomain 'apple.com' with mean price 0.0, 3 impressions of adomain 'audible.com' with mean price 0.0, 13 impressions of adomain 'betrivers.com' with mean price 0.1, 4 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.0, 4 impressions of adomain 'canada.ca' with mean price 0.5, 10 impressions of adomain 'cargurus.ca' with mean price 0.0, 1 impressions of adomain 'cash.app' with mean price 0.0, 1 impressions of adomain 'clorox.com' with mean price 0.1, 3 impressions of adomain 'crossmath.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'ebay.ca' with mean price 0.0, 1 impressions of adomain 'enerjoy.life' with mean price 0.0, 1 impressions of adomain 'familydollar.com' with mean price 0.0, 1 impressions of adomain 'goodnites.com' with mean price 0.0, 3 impressions of adomain 'governorofpoker.com' with mean price 0.0, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 3 impressions of adomain 'healthy.kaiserpermanente.org' with mean price 0.1, 1 impressions of adomain 'homedepot.com' with mean price 0.2, 2 impressions of adomain 'homespotter.com' with mean price 0.5, 2 impressions of adomain 'instacart.com' with mean price 0.0, 2 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 3 impressions of adomain 'kucoin.com' with mean price 0.0, 2 impressions of adomain 'littlecaesars.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'moosetoys.com' with mean price 0.1, 8 impressions of adomain 'opendoor.com' with mean price 0.1, 2 impressions of adomain 'paramount.com' with mean price 0.2, 1 impressions of adomain 'play.playfallsview.com' with mean price 0.0, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'priceline.com' with mean price 0.0, 1 impressions of adomain 'rogers.com' with mean price 0.3, 1 impressions of adomain 'rovio.com' with mean price 0.0, 4 impressions of adomain 'saily.com' with mean price 0.7, 5 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'scorewarrior.com' with mean price 0.0, 6 impressions of adomain 'scotts.com' with mean price 0.0, 1 impressions of adomain 'simplyhatfield.com' with mean price 0.2, 1 impressions of adomain 'siriusxm.ca' with mean price 0.0, 4 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 9 impressions of adomain 'tjx.com' with mean price 0.0, 3 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 2 impressions of adomain 'uber.com' with mean price 0.0, 8 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'www.ollies.us' with mean price 0.1, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 6.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-29 19:57:33;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.easybrain.backgammon.board.games/False/33';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.213491213638002;partition is 1188;segments is ['com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_CAN_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_CAN_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_CAN_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2eaf89d2-94b9-4984-9f0d-c57aa237d776;'uuid is 'eba41c01-ef84-4a0e-8a28-9feeb6c17c09';bid_timestamp is '2025-01-29 21:34:13';device_id is '2eaf89d2-94b9-4984-9f0d-c57aa237d776';biddate is '2025-01-29';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 13.1923789560535;target_cpi is 3.22666005632922;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 265;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 1708061 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.07;prior_theme_impressions_count is 8;prior_tag_clicks_count is 5 ;time_since_click is '2912888';hour is '2025-01-29 21:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 3 ad_requests with mean bid_floor 2.0; 3 sessions in app 'com.bgg.jump', 13 ad_requests with mean bid_floor 7.1; 12 sessions in app 'com.billiards.shooting.ball.pool', 102 ad_requests with mean bid_floor 17.0; 6 sessions in app 'com.cscmobi.dream.hotel', 404 ad_requests with mean bid_floor 39.9; 17 sessions in app 'com.easybrain.backgammon.board.games', 1379 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'aarp.org' with mean price 0.4, 1 impressions of adomain 'adidas.com' with mean price 0.3, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'ameriprise.com' with mean price 0.3, 1 impressions of adomain 'anytimefitness.com' with mean price 0.2, 1 impressions of adomain 'ashleyfurniture.com' with mean price 1.0, 2 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'bigronline.com' with mean price 0.9, 5 impressions of adomain 'brukinsa.com' with mean price 0.4, 4 impressions of adomain 'budlight.com' with mean price 0.6, 2 impressions of adomain 'cash.app' with mean price 0.1, 14 impressions of adomain 'coca-cola.com' with mean price 0.8, 3 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'drinkhint.com' with mean price 0.2, 1 impressions of adomain 'fepblue.org' with mean price 0.6, 1 impressions of adomain 'furniturerow.com' with mean price 0.4, 2 impressions of adomain 'goldbond.com' with mean price 0.2, 6 impressions of adomain 'goodnes.com' with mean price 1.0, 1 impressions of adomain 'hillspet.com' with mean price 0.6, 7 impressions of adomain 'huggies.com' with mean price 0.2, 4 impressions of adomain 'ingrezza.com' with mean price 0.9, 1 impressions of adomain 'ivory.com' with mean price 0.2, 4 impressions of adomain 'jimmydean.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 impressions of adomain 'nextsteps.idaho.gov' with mean price 0.4, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'orgovyx.com' with mean price 0.3, 1 impressions of adomain 'pandaexpress.com' with mean price 0.3, 9 impressions of adomain 'paypal.com' with mean price 0.5, 1 impressions of adomain 'poise.com' with mean price 0.3, 7 impressions of adomain 'prettylitter.com' with mean price 0.3, 2 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'schwanscompany.com' with mean price 1.2, 4 impressions of adomain 'scooterscoffee.com' with mean price 0.3, 1 impressions of adomain 'scottbrand.com' with mean price 0.6, 2 impressions of adomain 'starbucks.com' with mean price 1.1, 1 impressions of adomain 'stellaartois.com' with mean price 0.2, 5 impressions of adomain 'subaru.com' with mean price 0.5, 1 impressions of adomain 'ubykotex.com' with mean price 0.6, 5 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'wyndhamhotels.com' with mean price 0.7, 3 impressions of adomain 'xyzal.com' with mean price 0.3; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.0; 7 sessions in app 'com.flyingwhalegames.carout', 670 ad_requests with mean bid_floor 219.7, 10 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'marriott.com' with mean price 0.2, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.9; 7 sessions in app 'com.gamebrain.hexasort', 170 ad_requests with mean bid_floor 3.8, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.1; 3 sessions in app 'com.histudiogames.wordserenityg', 60 ad_requests with mean bid_floor 12.4; 6 sessions in app 'com.marble.match.blast.shooter', 27 ad_requests with mean bid_floor 3.8; 215 sessions in app 'com.metropcs.metrozone', 1292 ad_requests with mean bid_floor 69.9; 10 sessions in app 'com.newpubco.spades', 1886 ad_requests with mean bid_floor 20.1, 1 impressions of adomain '9snail.com' with mean price 0.5, 7 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'ashleyfurniture.com' with mean price 1.2, 5 impressions of adomain 'fbswchecking.com' with mean price 0.7, 3 impressions of adomain 'furniturerow.com' with mean price 0.6, 1 impressions of adomain 'goodnites.com' with mean price 0.5, 1 impressions of adomain 'haleon.com' with mean price 1.6, 1 impressions of adomain 'healthprimal.com' with mean price 7.3, 3 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'moistureshield.com' with mean price 0.8, 1 impressions of adomain 'oakevergames.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'radiologysolutions.bayer.com' with mean price 1.3, 1 impressions of adomain 'receive-the-prize.online' with mean price 11.6, 2 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 1.8, 1 impressions of adomain 'temu.com' with mean price 0.8, 1 impressions of adomain 'ua.edu' with mean price 0.5, 1 impressions of adomain 'vacareers.va.gov' with mean price 1.7, 2 impressions of adomain 'walgreens.com' with mean price 0.7; 19 sessions in app 'com.nt.games.busjam', 436 ad_requests with mean bid_floor 15.5; 22 sessions in app 'com.playvalve.dominoes', 4911 ad_requests with mean bid_floor 167.6, 1 impressions of adomain 'amazon.com' with mean price 0.8; 1 sessions in app 'com.ring.fantasy.today', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'rewardmega.store' with mean price 0.5; 31 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1490 ad_requests with mean bid_floor 14.9, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 13.2, 1 impressions of adomain 'oakevergames.com' with mean price 16.8, 1 impressions of adomain 'perfectgiftchoice.life' with mean price 7.5, 1 clicks of adomain 'snapchat.com', 1 impressions of adomain 'snapchat.com' with mean price 10.7, 1 impressions of adomain 'sweepstakes.xin' with mean price 14.6, 1 impressions of adomain 'tiktok.com' with mean price 3.3; 10 sessions in app 'com.unscrew.jam.puzzle.nuts.bolts', 97 ad_requests with mean bid_floor 1.6, 4 impressions of adomain 'firstbanktexas.com' with mean price 0.7; 1 sessions in app 'easy.launcher', 1 ad_requests with mean bid_floor 3.7; 49 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 1510 ad_requests with mean bid_floor 6.4, 1 impressions of adomain '6666steak.com' with mean price 0.4, 1 impressions of adomain 'adidas.com' with mean price 0.1, 16 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'apps.com.tr' with mean price 0.8, 1 impressions of adomain 'bidease.com_101931' with mean price 0.1, 2 impressions of adomain 'bidease.com_102661' with mean price 0.2, 4 impressions of adomain 'bigronline.com' with mean price 1.2, 3 impressions of adomain 'brown-forman.com' with mean price 0.2, 3 impressions of adomain 'dramabox.com' with mean price 0.1, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.3, 3 impressions of adomain 'firstbanktexas.com' with mean price 0.8, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.5, 2 impressions of adomain 'ozempic.com' with mean price 0.8, 1 impressions of adomain 'pentlyconger.com' with mean price 0.7, 2 impressions of adomain 'receive-the-prize.online' with mean price 19.2, 2 impressions of adomain 'snapchat.com' with mean price 8.2, 1 clicks of adomain 'snapchat.com', 1 impressions of adomain 'softbakedapps.com' with mean price 0.1, 3 impressions of adomain 'temu.com' with mean price 13.6, 5 impressions of adomain 'tiktok.com' with mean price 2.2, 2 impressions of adomain 'track.brannege.com' with mean price 13.7, 7 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 14.2; 4 sessions in app 'in.playsimple.wordtrip', 13 ad_requests with mean bid_floor 9.4; 3 sessions in app 'tr.com.apps.fashion.battle', 182 ad_requests with mean bid_floor 11.0';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-02-06 21:30:51;dc_15roundended_before_d8_timestamp is 45688.7694328704;ag_retention_d1_timestamp is 2025-01-29 21:37:55;0_timestamp is 2025-01-29 21:37:55;time_since_impression_in_hours is 474;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 809;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.96141771747894;partition is 513;segments is ['loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f462a430-083f-45e3-8433-cd247b3a2325;'uuid is '23912838-c6a7-4b02-8afa-4cfb26a57901';bid_timestamp is '2025-01-17 6:54:03';device_id is 'f462a430-083f-45e3-8433-cd247b3a2325';biddate is '2025-01-17';country is 'USA';app is 'com.barkaoui.milky.tea.sorting';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 24.5421298295127;target_cpi is 1.5;campaign is 57517;creative_id is 228773;session_duration is 2 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 19.8856 ;min_floor is 19.8856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 32 ;time_since_impression is 87077 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.94;prior_theme_impressions_count is 32;prior_tag_clicks_count is 13 ;time_since_click is '37786833';hour is '2025-01-17 06:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.Catobilli.PowerHero', 399 ad_requests with mean bid_floor 12.6; 2 sessions in app 'com.barkaoui.milky.tea.sorting', 138 ad_requests with mean bid_floor 17.9; 2 sessions in app 'com.newpubco.spades', 28 ad_requests with mean bid_floor 10.9; 43 sessions in app 'kjv.bible.kingjamesbible', 1666 ad_requests with mean bid_floor 41.6, 1 impressions of adomain 'allstate.com' with mean price 2.0; 50 sessions in app 'net.peakgames.mobile.spades.android', 3913 ad_requests with mean bid_floor 39.0, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 11.8, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'textnow.com' with mean price 9.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-17 6:56:48;0_timestamp is 2025-01-17 6:56:48;time_since_impression_in_hours is 24;channel is 'USA/I/chartboost-android-sdk/com.barkaoui.milky.tea.sorting/True/98';time_since_click_in_hours is 10496;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.642747284459375;partition is 1819;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b7353c54-eaa1-4636-a9cb-63596bfdc196;'uuid is 'b0a71202-bcf9-4e52-a42f-6830fcafb713';bid_timestamp is '2025-01-13 4:23:19';device_id is 'b7353c54-eaa1-4636-a9cb-63596bfdc196';biddate is '2025-01-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 51.6188420645065;target_cpi is 1.28613958288418;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.913889 ;min_floor is 1.6006 ;bidmachine_placement_value is 25.44;placement_historical_value is 46.72675;third_party_bid_price is 1.913889;prior_tag_impressions_count is 2 ;time_since_impression is 5418819 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.55;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '5418771';hour is '2025-01-13 04:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '24 sessions in app 'com.blackout.spades', 871 ad_requests with mean bid_floor 15.2, 2 impressions of adomain 'kathyremski.com' with mean price 5.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 51.6, 3 impressions of adomain 'offerhives.com' with mean price 0.8, 4 impressions of adomain 'rocketmortgage.com' with mean price 2.0, 1 impressions of adomain 'samsung.com' with mean price 1.2, 2 impressions of adomain 'tiktok.com' with mean price 2.5; 3 sessions in app 'com.fiogonia.euchre', 12 ad_requests with mean bid_floor 30.9; 3 sessions in app 'com.newpubco.spades', 92 ad_requests with mean bid_floor 13.5, 3 impressions of adomain 'abbottnutrition.com' with mean price 1.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'bestbuy.com' with mean price 0.8, 1 impressions of adomain 'humanitix.com' with mean price 0.8, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 2 impressions of adomain 'paxlovid.com' with mean price 1.4, 1 impressions of adomain 'playtika.com' with mean price 0.4, 1 impressions of adomain 'productmadness.com' with mean price 0.4, 2 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 2.8, 2 impressions of adomain 'utoledo.edu' with mean price 0.7, 2 impressions of adomain 'vicks.com' with mean price 0.8; 3 sessions in app 'com.tripledot.blackjack', 35 ad_requests with mean bid_floor 4.4; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 7.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 4:32:20;time_since_impression_in_hours is 1505;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1505;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.528261329252373;partition is 1422;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(af_ad_view)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'and.brainworks.nummatch_Android_CPI(install)_abdoul_V4_MMP_100k_10_21_2024' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '0853e8b1-bddd-483f-ac45-992e450cdc69;'uuid is '7cb6bbd3-79f8-4dae-953c-4363bc171843';bid_timestamp is '2025-01-18 2:03:26';device_id is '0853e8b1-bddd-483f-ac45-992e450cdc69';biddate is '2025-01-18';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 156813 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is '156938';hour is '2025-01-18 02:00:00+00:00';day_of_week is '5';os_version is 9;user_behavior_stats_in_past is '1 sessions in app 'classic.relax.happy.color.by.number.game', 22 ad_requests with mean bid_floor 1.7; 3 sessions in app 'com.agedstudio.card.solitaire.klondike', 3 ad_requests with mean bid_floor 0.1; 136 sessions in app 'com.blackout.spades', 12594 ad_requests with mean bid_floor 23.0, 2 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'checkout51.com' with mean price 0.6, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 5 impressions of adomain 'metabolicmaintenance.com' with mean price 6.0, 1 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 1.6, 3 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 8.8, 1 clicks of adomain 'remax.com', 1 impressions of adomain 'remax.com' with mean price 0.4, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 1.3, 3 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 2 sessions in app 'com.fbig.spades', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fiogonia.euchre', 1 ad_requests with mean bid_floor 18.3; 1 sessions in app 'com.fiogonia.spades', 158 ad_requests with mean bid_floor 42.6; 23 sessions in app 'com.mintgames.ace.solitaire', 547 ad_requests with mean bid_floor 5.1, 1 impressions of adomain '9snail.com' with mean price 13.8; 1 sessions in app 'com.newpubco.spades', 17 ad_requests with mean bid_floor 6.8, 1 impressions of adomain 'homespotter.com' with mean price 0.7, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.9; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 163 ad_requests with mean bid_floor 5.2; 19 sessions in app 'com.tripledot.solitaire', 166 ad_requests with mean bid_floor 17.7; 26 sessions in app 'com.tripledot.woodoku', 1705 ad_requests with mean bid_floor 21.9; 6 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 233 ad_requests with mean bid_floor 7.3; 2 sessions in app 'happy.paint.coloring.color.number', 55 ad_requests with mean bid_floor 10.0; 3 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 16 ad_requests with mean bid_floor 33.0; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 14.7; 1 sessions in app 'jigsaw.puzzle.game.banana', 5 ad_requests with mean bid_floor 7.3; 1 sessions in app 'od_16143', 0 ad_requests with mean bid_floor 0.0; 11 sessions in app 'solitaire.arcadegames.freecard.solitaireplus.epic.klodike', 28 ad_requests with mean bid_floor 27.7; 23 sessions in app 'solitaire.classicgame.klondike.solitaire.freecard', 238 ad_requests with mean bid_floor 2.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-20 21:50:50;time_since_impression_in_hours is 43;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 44;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.673371735389114;partition is 3037;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '0fa0795b-181f-43e4-95c3-f8d43c830d9d;'uuid is 'cc8585a4-fb5b-495d-983d-ab019f5c5861';bid_timestamp is '2025-01-23 22:50:50';device_id is '0fa0795b-181f-43e4-95c3-f8d43c830d9d';biddate is '2025-01-23';country is 'USA';app is 'com.barkaoui.milky.tea.sorting';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 24.1000530115353;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 11 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 13.2606 ;min_floor is 13.2606 ;bidmachine_placement_value is 31.641791;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-23 22:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '4 sessions in app 'com.barkaoui.milky.tea.sorting', 312 ad_requests with mean bid_floor 20.0; 1 sessions in app 'com.fivebits.customerservice3d', 25 ad_requests with mean bid_floor 11.6; 1 sessions in app 'com.gameSky.huogui', 7 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.newpubco.spades', 29 ad_requests with mean bid_floor 9.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-23 22:55:10;0_timestamp is 2025-01-23 22:55:10;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.barkaoui.milky.tea.sorting/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.143512332258624;partition is 2225;segments is ['com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f0b0bf93-3571-4cb4-97f6-34ca83dd6131;'uuid is '49992754-748c-4d0e-af3c-6fdb6f69ccfa';bid_timestamp is '2025-02-06 2:47:47';device_id is 'f0b0bf93-3571-4cb4-97f6-34ca83dd6131';biddate is '2025-02-06';country is 'USA';app is 'com.pbntdaily.bible';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 6.81983269487067;target_cpi is 0.8;campaign is 58283;creative_id is 229286;session_duration is 1439 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.010706 ;min_floor is 0.010706 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 35 ;time_since_impression is 168420 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 5.61;prior_theme_impressions_count is 35;prior_tag_clicks_count is 17 ;time_since_click is '168419';hour is '2025-02-06 02:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'air.com.sgn.bookoflife.gp', 1 ad_requests with mean bid_floor 2.7; 2 sessions in app 'and.lihuhu.threedotscollectemall', 7 ad_requests with mean bid_floor 3.0; 1 sessions in app 'art.master.puzzle', 11 ad_requests with mean bid_floor 3.1; 1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 4 ad_requests with mean bid_floor 4.3; 1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 11 ad_requests with mean bid_floor 15.5; 4 sessions in app 'bubble.game.shooter.bird.pop', 10 ad_requests with mean bid_floor 39.6; 1 sessions in app 'bubble.shoot.bubbles.game.saga.world', 1 ad_requests with mean bid_floor 8.9; 3 sessions in app 'bubble.shoot.fruit.splash.game2', 4 ad_requests with mean bid_floor 54.7; 3 sessions in app 'bubble.shooter.pop.marble.cannon.match.color.three.puzzle.game', 11 ad_requests with mean bid_floor 4.2; 19 sessions in app 'bubble.shooter.pop.puzzle.game', 275 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'freestylelibre.us' with mean price 0.9, 1 impressions of adomain 'visionfirsteyecare.com' with mean price 1.1; 2 sessions in app 'bubble.shooter.primitive.dinosaurs.egg.shot', 12 ad_requests with mean bid_floor 3.8; 4 sessions in app 'bubble.shooter.shooting.shoot.game', 90 ad_requests with mean bid_floor 34.3; 8 sessions in app 'bubbleshooter.orig', 15 ad_requests with mean bid_floor 14.5; 3 sessions in app 'cc.bubble.adventure', 24 ad_requests with mean bid_floor 1.8; 1 sessions in app 'cc.bubble.family', 7 ad_requests with mean bid_floor 3.9; 7 sessions in app 'christmas.solitaire.free.games', 13 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.Bubbles.empire.shooterbubble', 46 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.CheetahGames.Skeeboost', 5 ad_requests with mean bid_floor 139.4; 2 sessions in app 'com.FruitBump', 2 ad_requests with mean bid_floor 0.0; 13 sessions in app 'com.Lightneer.BazookaBoy', 71 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.Rd1RaceTeam.Parkour', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.Skillbuilder.bubbleshooter', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.afgame.app.poolball', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.agedstudio.bubble.magic.puzzle.game.classic', 3 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.agent.action', 3 ad_requests with mean bid_floor 60.8; 8 sessions in app 'com.ahoygames.ginrummy', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.animal.hunter.sniper', 21 ad_requests with mean bid_floor 7.6; 4 sessions in app 'com.applock.plus.uguet', 120 ad_requests with mean bid_floor 5.3; 2 sessions in app 'com.artoon.bidwhistoffline', 8 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.asmallgame.pearlgem', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.azurgames.stackball', 20 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.balloon.triple.match.master3d.game', 4 ad_requests with mean bid_floor 9.9, 1 impressions of adomain 'paramountplus.com' with mean price 0.8; 1 sessions in app 'com.bbg.cannongame.shootinggame.cannonballs.prefectballhit.ballgame', 13 ad_requests with mean bid_floor 3.9; 3 sessions in app 'com.bestplaygame.solitaire.tripeaks', 7 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.bigcake.android.bubbledaily', 3 ad_requests with mean bid_floor 13.8, 1 impressions of adomain 'originmaine.com' with mean price 1.8; 2 sessions in app 'com.bigfishgames.gummydropgoogle', 3 ad_requests with mean bid_floor 2.4; 2 sessions in app 'com.bitmango.go.bubblepop', 6 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.bitmango.go.bunnypopbubble', 6 ad_requests with mean bid_floor 110.2; 1 sessions in app 'com.bitmango.go.lollipop2match3', 2 ad_requests with mean bid_floor 65.8; 1 sessions in app 'com.blackout.bubble', 8 ad_requests with mean bid_floor 4.5; 5 sessions in app 'com.blackout.gin', 72 ad_requests with mean bid_floor 1.8, 3 impressions of adomain 'paramountplus.com' with mean price 0.3; 1 sessions in app 'com.blackout.match3', 30 ad_requests with mean bid_floor 2.9, 1 impressions of adomain 'icecream.com' with mean price 0.4, 1 impressions of adomain 'officedepot.com' with mean price 0.1; 5 sessions in app 'com.brainwave.spinbubble', 18 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.btgame.app.bubbleshooter', 8 ad_requests with mean bid_floor 56.9; 2 sessions in app 'com.bubble.shooter.family', 57 ad_requests with mean bid_floor 27.2; 2 sessions in app 'com.bubble.shooter.pop.candy.game', 40 ad_requests with mean bid_floor 30.1, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.8, 1 impressions of adomain 'originmaine.com' with mean price 1.7; 5 sessions in app 'com.bubblegame.bubbleshooterpop', 64 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.bubblepop.blast.shooter.free.puzzlegame', 13 ad_requests with mean bid_floor 106.0; 1 sessions in app 'com.bubblepop.cannon.puzzle', 30 ad_requests with mean bid_floor 83.8; 14 sessions in app 'com.bubbleshooter.bubblepopstar', 215 ad_requests with mean bid_floor 6.3, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'freestylelibre.us' with mean price 1.3, 1 impressions of adomain 'oneaday.com' with mean price 0.7; 2 sessions in app 'com.bubbleshooter.fruitsplash', 6 ad_requests with mean bid_floor 5.2; 15 sessions in app 'com.bubbleshooter.popbubbles.collectcards', 43 ad_requests with mean bid_floor 27.7; 1 sessions in app 'com.bubbleshooter.popbubbles.shootbubblesgame', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.carry1st.miner.rescue.dig.mine.game', 10 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.catobilli.jelly', 62 ad_requests with mean bid_floor 13.0; 2 sessions in app 'com.champion.cubes', 9 ad_requests with mean bid_floor 46.1; 2 sessions in app 'com.clean.fast.launcher', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.clean888.cleansuper.cleaner', 20 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.color.cube.jam', 9 ad_requests with mean bid_floor 2.8; 2 sessions in app 'com.cookapps.beagles.ng003', 20 ad_requests with mean bid_floor 6.7; 5 sessions in app 'com.cscmobi.puzzle.bubble.shooter', 62 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 6 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.dhigames.cowboyhuntshooter', 22 ad_requests with mean bid_floor 2.8; 9 sessions in app 'com.easyclean.cleaner.master', 160 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.easymood.block.puzzle.wood', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.epicsolitaire.tripeaksgames.free.gp', 2 ad_requests with mean bid_floor 9.1; 1 sessions in app 'com.fiogonia.gin', 3 ad_requests with mean bid_floor 8.5; 7 sessions in app 'com.fiogonia.spades', 590 ad_requests with mean bid_floor 39.9; 1 sessions in app 'com.fires.jewelsjungle.treasure', 2 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.gamee.detective.mansion.pullpin.puzzle', 116 ad_requests with mean bid_floor 1.8; 11 sessions in app 'com.gamee.dragon.kingdom.castle.match.story.puzzle', 205 ad_requests with mean bid_floor 0.9, 1 impressions of adomain 'paramountplus.com' with mean price 1.1; 1 sessions in app 'com.gamee.familyisland.home.pin.gardenscapes', 9 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.gamee.home.story.pullthepin.puzzle', 18 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.gamee.homepin2.manor.homescape', 26 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.gamepie.airpolice', 32 ad_requests with mean bid_floor 83.1; 1 sessions in app 'com.gamoper.candysweetstory.free', 6 ad_requests with mean bid_floor 0.4; 2 sessions in app 'com.gathercultivatecountry.attack', 2 ad_requests with mean bid_floor 39.3; 54 sessions in app 'com.global.xxsx.google', 488 ad_requests with mean bid_floor 27.2; 3 sessions in app 'com.go7game.jewelclassic', 5 ad_requests with mean bid_floor 43.2; 2 sessions in app 'com.greatgames.shootinghero.archery.bow.king.arrow.target', 5 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.healthassistant.bloodtrack.monitor', 16 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.herocraft.game.free.solitaire.tribe', 7 ad_requests with mean bid_floor 11.2; 1 sessions in app 'com.herocraft.game.puzzle.physics.cannon.shot', 9 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.histudiogames.wordserenityg', 3 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.home.escape.homepin.pullpin', 8 ad_requests with mean bid_floor 17.7; 4 sessions in app 'com.hyilmaz.spades', 19 ad_requests with mean bid_floor 6.1; 22 sessions in app 'com.image.conveimage', 1194 ad_requests with mean bid_floor 25.6; 2 sessions in app 'com.joyfox.game.bubblemania', 4 ad_requests with mean bid_floor 6.6; 5 sessions in app 'com.jtsniper.game', 19 ad_requests with mean bid_floor 134.5; 2 sessions in app 'com.junk.news.weather.heart.eraser', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.kiaora.dominoes', 9 ad_requests with mean bid_floor 38.3; 3 sessions in app 'com.king.candycrush4', 7 ad_requests with mean bid_floor 4.6; 11 sessions in app 'com.king.candycrushjellysaga', 26 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.king.candycrushsaga', 8 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.king.candycrushsodasaga', 15 ad_requests with mean bid_floor 26.1; 1 sessions in app 'com.ksenastranger.bubbletower', 7 ad_requests with mean bid_floor 0.8; 4 sessions in app 'com.local.news.plus', 4 ad_requests with mean bid_floor 88.0; 20 sessions in app 'com.lorybleur.bubbleshooter', 176 ad_requests with mean bid_floor 22.5; 1 sessions in app 'com.lutech.fileminer', 1 ad_requests with mean bid_floor 123.8; 10 sessions in app 'com.lyd.bubble', 12 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.madovergames.BubbleShooterClassic', 27 ad_requests with mean bid_floor 71.6; 7 sessions in app 'com.madovergames.BubbleShooterPro', 17 ad_requests with mean bid_floor 126.4; 1 sessions in app 'com.marketer.greenpass', 2 ad_requests with mean bid_floor 3.0; 2 sessions in app 'com.mastercarryheat.straw', 3 ad_requests with mean bid_floor 14.1; 1 sessions in app 'com.masterfile.manager', 2 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.match.puppy.android', 175 ad_requests with mean bid_floor 14.5; 1 sessions in app 'com.matchgames.petcandypuzzle', 3 ad_requests with mean bid_floor 11.4; 1 sessions in app 'com.meeseva.bazaar', 16 ad_requests with mean bid_floor 4.8; 4 sessions in app 'com.mesibagames.SaveTheFish', 14 ad_requests with mean bid_floor 10.6; 1 sessions in app 'com.mn.spark.browser.nm', 2 ad_requests with mean bid_floor 5.2; 17 sessions in app 'com.mobilityware.Spades', 565 ad_requests with mean bid_floor 14.3, 1 clicks of adomain 'bbumgames.com', 1 impressions of adomain 'bbumgames.com' with mean price 39.3, 1 clicks of adomain 'hystlerunn.com', 1 impressions of adomain 'hystlerunn.com' with mean price 33.7, 1 clicks of adomain 'mhitpoker.com', 1 impressions of adomain 'mhitpoker.com' with mean price 8.9; 1 sessions in app 'com.mobowl.JewelQueen.google', 1 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.moho.cosplus', 7 ad_requests with mean bid_floor 0.0; 11 sessions in app 'com.nbstudio.towercolor', 348 ad_requests with mean bid_floor 116.1; 1 sessions in app 'com.newpubco.spades', 18 ad_requests with mean bid_floor 19.4; 4 sessions in app 'com.nextstep.candysmashline', 10 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.niuaigo.bubble.shooter', 2 ad_requests with mean bid_floor 48.2; 1 sessions in app 'com.noxgroup.game.pinrescue.android', 5 ad_requests with mean bid_floor 15.0; 6 sessions in app 'com.nqgame.app.marbleshoot', 11 ad_requests with mean bid_floor 72.7; 1 sessions in app 'com.obg.hunting.clash.wild.hunter.deer.jungle.hunter.real.hunting.game', 6 ad_requests with mean bid_floor 2.3; 6 sessions in app 'com.ohzegame.homepullpin', 62 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.onegame.bubblepopshooter', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.onegame.pullherup', 7 ad_requests with mean bid_floor 3.1; 3 sessions in app 'com.onegame.pullhimup', 28 ad_requests with mean bid_floor 4.0; 7 sessions in app 'com.online.huntingsniper', 24 ad_requests with mean bid_floor 17.4; 1 sessions in app 'com.oskankayirci.skeeball', 5 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.otsbet.app', 5 ad_requests with mean bid_floor 0.0; 130 sessions in app 'com.pbntdaily.bible', 1206 ad_requests with mean bid_floor 50.6; 7 sessions in app 'com.playvalve.spades', 250 ad_requests with mean bid_floor 92.3, 2 impressions of adomain 'amazon.com' with mean price 0.5, 3 impressions of adomain 'paramountplus.com' with mean price 0.4; 2 sessions in app 'com.psd.test.PaoPaoLong', 35 ad_requests with mean bid_floor 1.3; 8 sessions in app 'com.puzzle1studio.go.bubblepoporiginpuzzlegame', 32 ad_requests with mean bid_floor 62.0; 2 sessions in app 'com.puzzle1studio.go.lollipopsweetheroesmatch3', 8 ad_requests with mean bid_floor 84.1; 3 sessions in app 'com.puzzlegame.match.jewels.adventure', 25 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.qs.pool', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.relax.match.story', 3 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.rescuehero.pull.pin', 2 ad_requests with mean bid_floor 0.0; 9 sessions in app 'com.rioo.runnersubway', 21 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.riverapps.jewelsjunglepop', 6 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.rocket.attack.rpg.shooting', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.sgn.geniesandgems.gp', 14 ad_requests with mean bid_floor 227.5; 4 sessions in app 'com.sgs.sniper.agent.agenthunt.shootergame.snipergame.gun.game', 39 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.shooter.pop.bubblevoyage', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.smallgiantgames.empires', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.solitaire.garden.tripeaks', 1 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.soulcompany.bubbleshooter.relaxing', 10 ad_requests with mean bid_floor 38.2; 8 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 17 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.stridecounter.stepcalculation', 28 ad_requests with mean bid_floor 25.6; 1 sessions in app 'com.superbox.aos.jewelblast', 11 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.svg.bubbleshooter', 12 ad_requests with mean bid_floor 81.5; 2 sessions in app 'com.tas.agenthunt.shooterwar', 25 ad_requests with mean bid_floor 3.9, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.4; 8 sessions in app 'com.tas.westernsurvival.shooterwar', 107 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.tendevstudio.security', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.titan.slingshot.animals', 10 ad_requests with mean bid_floor 24.3; 11 sessions in app 'com.today.data.toutup', 793 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.topgamesoft.MagoWorld', 4 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.tpeda.aphone', 3 ad_requests with mean bid_floor 4.7; 39 sessions in app 'com.tripledot.blackjack', 560 ad_requests with mean bid_floor 6.4; 2 sessions in app 'com.tripledot.blockbash', 8 ad_requests with mean bid_floor 14.0, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'paxlovid.com' with mean price 0.3; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.uscommunitytrade.uscomtradr', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.utincomputer.agenthitman', 6 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.v2r.JewelDinoWorld', 14 ad_requests with mean bid_floor 7.4; 36 sessions in app 'com.viewfileeasy.docs', 263 ad_requests with mean bid_floor 7.7; 2 sessions in app 'com.vira.bubble.poprainbow', 21 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.vloview.slimestory', 7 ad_requests with mean bid_floor 5.4; 9 sessions in app 'com.wharkgames.bubble', 38 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.zangames.bubblepop2', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.zangames.paopaolong2017', 7 ad_requests with mean bid_floor 4.5; 3 sessions in app 'com.zen.phonez', 13 ad_requests with mean bid_floor 12.5; 5 sessions in app 'com.zynga.ozmatch', 19 ad_requests with mean bid_floor 13.0; 1 sessions in app 'game.bubble.shooter.dragon.pop', 1 ad_requests with mean bid_floor 66.1; 3 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 40 ad_requests with mean bid_floor 3.6; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 14.7; 8 sessions in app 'io.luxstorm.brick_break_shooter_ls', 9 ad_requests with mean bid_floor 5.2; 1 sessions in app 'jp.co.goodroid.hyper.laser', 12 ad_requests with mean bid_floor 29.6, 1 impressions of adomain 'amazon.com' with mean price 0.8; 2 sessions in app 'kjvbible.verse.daily.bible.prayer', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'loppipoppi.ginrummy', 14 ad_requests with mean bid_floor 39.6; 1 sessions in app 'messages.chat.free.text.messaging.sms', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'messenger.sms.launcher.home.screen', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'panda.solitaire.free.game', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'puzzlegame.buildfun.jewelmatch', 1 ad_requests with mean bid_floor 22.3; 1 sessions in app 'skip.card.solitaire.zero', 1 ad_requests with mean bid_floor 5.2; 12 sessions in app 'slingshot.building.destroy', 145 ad_requests with mean bid_floor 72.7; 3 sessions in app 'solitaire.collection.klondike.card.games.free.game', 6 ad_requests with mean bid_floor 1.8; 4 sessions in app 'solitaire.tripeaks.design.free.card.games.house.home.decor', 10 ad_requests with mean bid_floor 22.9; 1 sessions in app 'solitaire.tripeaks.farm.free.card.games.grand.harvest.garden', 11 ad_requests with mean bid_floor 3.1; 10 sessions in app 'solitaire.tripeaks.fish.free.card.games.ocean', 91 ad_requests with mean bid_floor 6.6; 1 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 7 ad_requests with mean bid_floor 3.6; 1 sessions in app 'studio.tg.rescue.cop', 36 ad_requests with mean bid_floor 65.1; 11 sessions in app 'wgm.solitaire.tripeaks.spider', 14 ad_requests with mean bid_floor 5.2; 2 sessions in app 'wild.west.sniper', 27 ad_requests with mean bid_floor 3.3; 2 sessions in app 'yu.neo.cleanse', 23 ad_requests with mean bid_floor 5.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:06:40;time_since_impression_in_hours is 46;channel is 'USA/I/applovin/com.pbntdaily.bible/False/117';time_since_click_in_hours is 47;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.861008837934851;partition is 791;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_HIGH_VAR_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_MID_PRICE_HIGH_VAR_AG_21k_01_31_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_80' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'efa55a11-2473-43a0-8ac3-ea0038bb4ed6;'uuid is '3f59e58c-8b42-4f72-b9a9-bd0654d1598e';bid_timestamp is '2025-01-01 10:07:11';device_id is 'efa55a11-2473-43a0-8ac3-ea0038bb4ed6';biddate is '2025-01-01';country is 'USA';app is 'com.blackout.gin';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 21.5896354746056;target_cpi is 1.40952453324529;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 21.2;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 415679 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.92;prior_theme_impressions_count is 11;prior_tag_clicks_count is 4 ;time_since_click is '415674';hour is '2025-01-01 10:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'air.com.games2win.internationalfashionstylist', 32 ad_requests with mean bid_floor 44.1; 1 sessions in app 'com.RaymondLin.LeftTurnLegend', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.bigc.numlink.number.match', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.blackout.gin', 71 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.dvg.gpsmapcamera', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.easybrain.jigsaw.puzzles', 127 ad_requests with mean bid_floor 10.9, 1 impressions of adomain 'coca-cola.com' with mean price 0.8, 1 impressions of adomain 'kellanova.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'zyrtec.com' with mean price 0.5; 1 sessions in app 'com.evogames.duoshooter', 7 ad_requests with mean bid_floor 17.3; 1 sessions in app 'com.fbig.spades', 6 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.fiogonia.dominoes', 109 ad_requests with mean bid_floor 53.7; 1 sessions in app 'com.flatgames.stadiumsecurity', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.flyingwhalegames.carout', 29 ad_requests with mean bid_floor 23.1; 2 sessions in app 'com.gazeus.euchre', 32 ad_requests with mean bid_floor 10.9; 1 sessions in app 'com.insbraingames.cryptoscapes.gp', 21 ad_requests with mean bid_floor 21.8; 69 sessions in app 'com.joyvendor.wordsmore.android.en', 1941 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'about' with mean price 0.4, 1 impressions of adomain 'acrisure.com' with mean price 1.5, 121 impressions of adomain 'adidas.com' with mean price 0.0, 11 impressions of adomain 'admile.com' with mean price 0.2, 136 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'andjulietbroadway.com' with mean price 0.1, 1 impressions of adomain 'armra.com' with mean price 0.1, 1 impressions of adomain 'audible.com' with mean price 0.5, 2 impressions of adomain 'audubonnatureinstitute.org' with mean price 0.2, 2 impressions of adomain 'aveeno.com' with mean price 0.1, 5 impressions of adomain 'azamara.com' with mean price 0.1, 1 impressions of adomain 'benadryl.com' with mean price 0.1, 3 impressions of adomain 'bidease.com_101931' with mean price 0.1, 3 impressions of adomain 'cadillac.com' with mean price 0.0, 1 impressions of adomain 'cameronmch.com' with mean price 0.3, 1 impressions of adomain 'campbells.com' with mean price 0.1, 1 impressions of adomain 'caresource.com' with mean price 0.6, 1 impressions of adomain 'carhartt.com' with mean price 0.1, 1 impressions of adomain 'castrol.com' with mean price 0.2, 1 impressions of adomain 'celonis.com' with mean price 0.9, 1 impressions of adomain 'checkout51.com' with mean price 0.2, 7 impressions of adomain 'churchdwight.com' with mean price 0.1, 9 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'coach.com' with mean price 0.1, 4 impressions of adomain 'coca-cola.com' with mean price 0.1, 3 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'colgate.com' with mean price 0.1, 2 impressions of adomain 'conceptlabs.org' with mean price 0.2, 4 impressions of adomain 'constructiontoolwarehouse.com' with mean price 0.0, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 14 impressions of adomain 'covergirl.com' with mean price 0.2, 4 impressions of adomain 'crunch.com' with mean price 1.2, 14 impressions of adomain 'depend.com' with mean price 0.1, 10 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'dolesunshine.com' with mean price 0.1, 1 impressions of adomain 'duq.edu' with mean price 0.8, 1 impressions of adomain 'extclaims.com' with mean price 0.8, 2 impressions of adomain 'familyfarmandhome.com' with mean price 0.1, 3 impressions of adomain 'flixchatter.net' with mean price 0.2, 8 impressions of adomain 'galderma.com' with mean price 0.2, 7 impressions of adomain 'gardenoflife.com' with mean price 0.2, 5 impressions of adomain 'goodnites.com' with mean price 0.1, 4 impressions of adomain 'google.com' with mean price 1.4, 1 impressions of adomain 'guns.com' with mean price 0.2, 4 impressions of adomain 'haleon.com' with mean price 0.2, 3 impressions of adomain 'hallmarkchannel.com' with mean price 0.1, 9 impressions of adomain 'hillspet.com' with mean price 0.1, 1 impressions of adomain 'hukgear.com' with mean price 0.2, 1 impressions of adomain 'humann.com' with mean price 0.1, 1 impressions of adomain 'ifcj.org' with mean price 1.9, 2 impressions of adomain 'iheart.com' with mean price 0.0, 2 impressions of adomain 'intuit.com' with mean price 0.4, 4 impressions of adomain 'irishspring.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 3 impressions of adomain 'kohls.com' with mean price 0.2, 1 impressions of adomain 'levi.com' with mean price 0.1, 2 impressions of adomain 'libertytax.com' with mean price 0.3, 1 impressions of adomain 'lifescan.com' with mean price 0.1, 3 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'lobstermaniaslots.com' with mean price 7.2, 1 clicks of adomain 'lobstermaniaslots.com', 2 impressions of adomain 'logitech.com' with mean price 0.2, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 4 impressions of adomain 'lowes.com' with mean price 0.2, 6 impressions of adomain 'mars.com' with mean price 0.1, 9 impressions of adomain 'mawsonandmawson.com' with mean price 1.4, 2 impressions of adomain 'mc3michigan.org' with mean price 0.6, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 clicks of adomain 'metabolicmaintenance.com', 2 impressions of adomain 'metabolicmaintenance.com' with mean price 13.3, 3 impressions of adomain 'methodproducts.com' with mean price 0.1, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 3 impressions of adomain 'mobile.org' with mean price 0.1, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'moen.com' with mean price 0.1, 66 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'moroccanoil.com' with mean price 0.2, 1 impressions of adomain 'naturesbakery.com' with mean price 0.2, 1 impressions of adomain 'neosporin.com' with mean price 0.1, 2 impressions of adomain 'nestleusa.com' with mean price 0.1, 1 impressions of adomain 'newspapers.com' with mean price 0.1, 4 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'nu.edu' with mean price 0.2, 1 impressions of adomain 'numerator.com' with mean price 0.0, 20 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'oceanchemie.com' with mean price 1.6, 1 impressions of adomain 'oneaday.com' with mean price 0.1, 2 impressions of adomain 'orgain.com' with mean price 0.1, 5 impressions of adomain 'pandora.com' with mean price 8.7, 5 clicks of adomain 'pandora.com', 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 4 impressions of adomain 'paulmitchell.com' with mean price 0.6, 1 impressions of adomain 'peacocktv.com' with mean price 0.8, 9 impressions of adomain 'pearlevision.com' with mean price 0.4, 3 impressions of adomain 'pedialyte.com' with mean price 0.1, 18 impressions of adomain 'pepperidgefarm.com' with mean price 0.1, 2 impressions of adomain 'philosophy.com' with mean price 0.2, 1 impressions of adomain 'poise.com' with mean price 0.2, 8 impressions of adomain 'postconsumerbrands.com' with mean price 0.1, 3 impressions of adomain 'prestigebrands.com' with mean price 0.2, 2 impressions of adomain 'progressive.com' with mean price 0.2, 5 impressions of adomain 'proof-advertising.com' with mean price 0.2, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 7 impressions of adomain 'remax.com' with mean price 0.4, 6 impressions of adomain 'samsung.com' with mean price 0.2, 6 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'schlage.com' with mean price 0.2, 1 impressions of adomain 'shoplifestylenow.com' with mean price 0.2, 1 impressions of adomain 'shuttleart.com' with mean price 0.1, 1 impressions of adomain 'snow.com' with mean price 2.0, 3 impressions of adomain 'speedway.com' with mean price 0.4, 31 impressions of adomain 'springfield-armory.com' with mean price 0.4, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 5 impressions of adomain 'statnews.com' with mean price 1.0, 20 impressions of adomain 'strivectin.com' with mean price 0.2, 1 impressions of adomain 'tanlineswellness.com' with mean price 0.9, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 5 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'thermos.com' with mean price 0.1, 1 impressions of adomain 'tikipets.com' with mean price 0.1, 1 impressions of adomain 'timberland.com' with mean price 0.4, 7 impressions of adomain 'tjx.com' with mean price 0.0, 4 impressions of adomain 'ubykotex.com' with mean price 0.1, 1 impressions of adomain 'useactive.com' with mean price 0.2, 4 impressions of adomain 'vail.com' with mean price 0.4, 1 impressions of adomain 'visitingangels.com' with mean price 0.1, 5 impressions of adomain 'visitlauderdale.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.7, 3 impressions of adomain 'wellnesspetfood.com' with mean price 0.1, 1 impressions of adomain 'whimzees.com' with mean price 0.1, 1 impressions of adomain 'whistlerblackcomb.com' with mean price 0.2, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'www.admile.com' with mean price 0.4, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.3, 1 impressions of adomain 'zarbees.com' with mean price 0.1, 1 impressions of adomain 'ziwipets.com' with mean price 0.2, 1 impressions of adomain 'zyrtec.com' with mean price 0.1; 1 sessions in app 'com.king.candycrushsodasaga', 1 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.newpubco.spades', 864 ad_requests with mean bid_floor 9.3, 2 impressions of adomain 'adameve.com' with mean price 0.4, 11 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'asccare.com' with mean price 2.4, 3 impressions of adomain 'auto-owners.com' with mean price 0.3, 1 impressions of adomain 'autoaccident.tv' with mean price 0.7, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'caresource.com' with mean price 0.7, 3 impressions of adomain 'chumbacasino.com' with mean price 0.3, 2 impressions of adomain 'churchdwight.com' with mean price 0.6, 7 impressions of adomain 'cityofhope.org' with mean price 0.6, 1 impressions of adomain 'clorox.com' with mean price 0.6, 1 impressions of adomain 'cobragolf.com' with mean price 0.7, 4 impressions of adomain 'covergirl.com' with mean price 0.4, 1 impressions of adomain 'crest.com' with mean price 0.7, 5 impressions of adomain 'depend.com' with mean price 0.4, 1 clicks of adomain 'depend.com', 8 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'dolesunshine.com' with mean price 0.4, 1 impressions of adomain 'energyharbor.com' with mean price 0.7, 59 impressions of adomain 'example.com' with mean price 0.7, 2 impressions of adomain 'goodnes.com' with mean price 0.9, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 2 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 1.1, 1 impressions of adomain 'kohls.com' with mean price 1.1, 3 impressions of adomain 'la-z-boy.com' with mean price 0.3, 1 impressions of adomain 'mars.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'medmutual.com' with mean price 1.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 6 impressions of adomain 'naturesway.com' with mean price 0.6, 1 impressions of adomain 'nianticlabs.com' with mean price 0.7, 1 impressions of adomain 'nurtec.com' with mean price 0.6, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'oakevergames.com' with mean price 0.6, 1 impressions of adomain 'oceanspray.com' with mean price 0.4, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'orgain.com' with mean price 0.2, 3 impressions of adomain 'osu.edu' with mean price 1.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'peacocktv.com' with mean price 0.4, 2 impressions of adomain 'postconsumerbrands.com' with mean price 0.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 1 impressions of adomain 'prilosecotc.com' with mean price 0.5, 1 impressions of adomain 'puffco.com' with mean price 0.7, 1 impressions of adomain 'sakrete.com' with mean price 1.0, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'schlage.com' with mean price 0.6, 1 impressions of adomain 'shopadameve.com' with mean price 0.5, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 3 impressions of adomain 'strivectin.com' with mean price 0.3, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 13.6, 1 impressions of adomain 'truqap.com' with mean price 0.7, 1 impressions of adomain 'uniteforsmartpolicy.org' with mean price 0.5, 2 impressions of adomain 'vaynermedia.com' with mean price 0.6, 3 impressions of adomain 'voquezna.com' with mean price 0.8, 2 impressions of adomain 'vtama.com' with mean price 0.4, 2 impressions of adomain 'woodcountyhospital.org' with mean price 0.5; 1 sessions in app 'com.nexelon.castingaway', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.phonecleaner.junkfiles.junkclean.junk.spacesaver', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.phopaper.wallto', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.pixel.art.coloring.color.number', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.playvalve.spades', 44 ad_requests with mean bid_floor 120.1; 1 sessions in app 'com.spacegame.solitaire.basic', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tesseractmobile.solitairefreepack', 1 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.tiklike.app', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tonielrosoft.classicludofree', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 3.9; 3 sessions in app 'com.wildcard.spades', 59 ad_requests with mean bid_floor 4.0, 14 impressions of adomain 'adidas.com' with mean price 0.3, 5 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'armra.com' with mean price 0.2, 5 impressions of adomain 'conceptlabs.org' with mean price 0.5, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'gnc.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.3, 7 impressions of adomain 'philosophy.com' with mean price 0.2, 3 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'pull-ups.com' with mean price 0.2, 1 impressions of adomain 'remax.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.wildcard.spadespop', 6 ad_requests with mean bid_floor 12.9; 1 sessions in app 'farm.parking.game', 38 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'meijer.com' with mean price 0.1; 11 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 280 ad_requests with mean bid_floor 4.1, 4 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'ellerandowensfurniture.com' with mean price 0.9, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.3, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 27.7, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'pepsi.com' with mean price 0.2, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'tezspire.com' with mean price 1.5, 1 impressions of adomain 'wooga.com' with mean price 0.3; 2 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 6.3; 14 sessions in app 'in.playsimple.wordtrip', 119 ad_requests with mean bid_floor 16.8; 1 sessions in app 'panda.solitaire.free.game', 1 ad_requests with mean bid_floor 2.9';dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-05 19:49:44;dc_15roundended_before_d8_timestamp is 45659.7169097222;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-01 11:09:26;time_since_impression_in_hours is 115;channel is 'USA/I/bidmachine/com.blackout.gin/False/247';time_since_click_in_hours is 115;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.850937697449657;partition is 2961;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd0092e99-c5b0-48e7-8e56-d3ba22cdfbf1;'uuid is '6781ca00-cf32-4c77-abe5-f68c63129731';bid_timestamp is '2025-01-30 16:37:18';device_id is 'd0092e99-c5b0-48e7-8e56-d3ba22cdfbf1';biddate is '2025-01-30';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 71.7410461381875;target_cpi is 0.8;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 31.477357;placement_historical_value is 25.394736;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 2.13;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-30 16:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '9 sessions in app 'com.blackout.spades', 470 ad_requests with mean bid_floor 28.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 71.7; 1 sessions in app 'com.fiogonia.dominoes', 232 ad_requests with mean bid_floor 63.0; 1 sessions in app 'com.fiogonia.gin', 13 ad_requests with mean bid_floor 24.7; 1 sessions in app 'com.game.space.shooter2', 14 ad_requests with mean bid_floor 7.6; 2 sessions in app 'com.newpubco.spades', 62 ad_requests with mean bid_floor 13.8, 3 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'ozempic.com' with mean price 1.6, 1 impressions of adomain 'productmadness.com' with mean price 1.2; 3 sessions in app 'com.pronetis.ironball2', 13 ad_requests with mean bid_floor 19.7; 5 sessions in app 'com.tripledot.solitaire', 160 ad_requests with mean bid_floor 22.8; 1 sessions in app 'com.tripledot.woodoku', 122 ad_requests with mean bid_floor 10.9, 1 impressions of adomain 'productmadness.com' with mean price 2.1, 1 impressions of adomain 'vitastudio.ai' with mean price 1.5; 4 sessions in app 'com.vitastudio.mahjong', 31 ad_requests with mean bid_floor 24.1; 4 sessions in app 'od_14431', 0 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-30 16:43:55;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.415698645664893;partition is 2738;segments is ['com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'bloom_com.blackout.spades_USA_80' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'bloom_com.blackout.spades_USA_7d' 'explore' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b19b6d11-fa86-4f5e-8d10-a9a7426e77df;'uuid is 'f6ec6308-9581-494d-8344-3f0ab617928b';bid_timestamp is '2025-01-31 18:37:41';device_id is 'b19b6d11-fa86-4f5e-8d10-a9a7426e77df';biddate is '2025-01-31';country is 'USA';app is 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'fyber';raw_price is 126.674105953689;target_cpi is 5;campaign is 58236;creative_id is 229286;session_duration is 0 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'ie';bid_floor is 14.4796 ;min_floor is 14.4796 ;bidmachine_placement_value is 18.531468;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 7.03;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-31 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.bbumgames.spadesroyale', 11 ad_requests with mean bid_floor 37.2; 1 sessions in app 'com.blackout.gin', 29 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'mobilityware.com' with mean price 0.6; 14 sessions in app 'com.blackout.spades', 473 ad_requests with mean bid_floor 6.0, 1 impressions of adomain 'audible.com' with mean price 2.2, 1 impressions of adomain 'intuit.com' with mean price 2.5, 1 impressions of adomain 'productmadness.com' with mean price 0.7; 15 sessions in app 'com.fiogonia.canasta', 140 ad_requests with mean bid_floor 45.3; 1 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 5 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.karmangames.pinochle', 1 ad_requests with mean bid_floor 117.4; 1 sessions in app 'com.mobilityware.PyramidFree', 25 ad_requests with mean bid_floor 21.4, 1 clicks of adomain 'joyteractive.com', 1 impressions of adomain 'joyteractive.com' with mean price 30.1; 1 sessions in app 'com.mobilityware.Spades', 18 ad_requests with mean bid_floor 34.6, 1 impressions of adomain 'audible.com' with mean price 1.3, 1 impressions of adomain 'help.supercellsupport.com' with mean price 1.3, 1 impressions of adomain 'productmadness.com' with mean price 1.3, 1 impressions of adomain 'scopely.com' with mean price 1.3; 4 sessions in app 'com.mobilityware.spider', 114 ad_requests with mean bid_floor 18.0, 1 clicks of adomain 'btcc.com', 1 impressions of adomain 'btcc.com' with mean price 37.9, 1 impressions of adomain 'scopely.com' with mean price 36.8; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.wonderpeople.megahitpoker.global', 1 ad_requests with mean bid_floor 124.7; 4 sessions in app 'easy.sudoku.puzzle.solver.free', 19 ad_requests with mean bid_floor 14.3, 1 impressions of adomain 'walmart.com' with mean price 2.0; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.7; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 9.1; 2 sessions in app 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game', 80 ad_requests with mean bid_floor 14.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45697.834837963;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-31 21:41:26;time_since_impression_in_hours is 0;channel is 'USA/I/fyber/pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game/False/119';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.167372097028989;partition is 123;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'loppipoppi.numbermatch_Android_CPI_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V4_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP3_AG_100k_01_25_2025' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_7d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '68181cb7-1f6f-491a-97e7-4e573bb0a80e;'uuid is 'ae4d8e2f-b156-41a3-b250-983640cdc025';bid_timestamp is '2024-12-31 5:20:05';device_id is '68181cb7-1f6f-491a-97e7-4e573bb0a80e';biddate is '2024-12-31';country is 'USA';app is 'com.bonnie.trafficescape';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 85.4946351705864;target_cpi is 4.34560601364589;campaign is 57724;creative_id is 229286;session_duration is 15 ;seller_name is 'FOMO';seller_id is 573;content_type is 'i';bid_floor is 17.245 ;min_floor is 0.0106 ;bidmachine_placement_value is 6.288135;placement_historical_value is ;third_party_bid_price is 17.245;prior_tag_impressions_count is 2 ;time_since_impression is 92429 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.44;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is '201665';hour is '2024-12-31 05:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'com.bonnie.trafficescape', 6 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.bowling.club', 92 ad_requests with mean bid_floor 372.1; 1 sessions in app 'com.corestudios.storemanagementidle', 8 ad_requests with mean bid_floor 10.3; 3 sessions in app 'com.evogames.duoshooter', 88 ad_requests with mean bid_floor 56.1; 2 sessions in app 'com.ig.bus.out', 19 ad_requests with mean bid_floor 10.6, 1 impressions of adomain 'shoppersvoice.com' with mean price 1.0; 2 sessions in app 'com.kamagames.pokerist', 8 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.matryoshka.cooking.vibes', 7 ad_requests with mean bid_floor 4.4; 95 sessions in app 'com.metropcs.metrozone', 396 ad_requests with mean bid_floor 107.2; 5 sessions in app 'com.miniclip.realsniper', 20 ad_requests with mean bid_floor 11.1; 3 sessions in app 'com.playdemic.golf.android', 4 ad_requests with mean bid_floor 41.4; 2 sessions in app 'com.uspex.hts', 19 ad_requests with mean bid_floor 2.1; 2 sessions in app 'com.zimad.spades', 12 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-31 6:01:01;time_since_impression_in_hours is 25;channel is 'USA/I/bidmachine/com.bonnie.trafficescape/True/573';time_since_click_in_hours is 56;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.908041054401004;partition is 41;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(af_ad_view)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'explore' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'db6cd83f-c85c-4418-a1cb-9cd2a9b0251a;'uuid is '7c33f7ef-462d-43f8-89e7-f60744e4a3ec';bid_timestamp is '2025-01-29 2:19:49';device_id is 'db6cd83f-c85c-4418-a1cb-9cd2a9b0251a';biddate is '2025-01-29';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.62449496281887;target_cpi is 1.30183726142662;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.536625 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is 5.933084;third_party_bid_price is ;prior_tag_impressions_count is 65 ;time_since_impression is 129357 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.55;prior_theme_impressions_count is 65;prior_tag_clicks_count is 1 ;time_since_click is '4491390';hour is '2025-01-29 02:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.Skillbuilder.bubbleshooter', 10 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.biowk.drawguess', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.catobilli.smashtobits', 125 ad_requests with mean bid_floor 11.9; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 3 ad_requests with mean bid_floor 0.0; 46 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 5629 ad_requests with mean bid_floor 17.5, 1 impressions of adomain '333waterapts.com' with mean price 1.4, 1 impressions of adomain 'ascentmke.com' with mean price 1.2, 21 impressions of adomain 'newpub.co/spades' with mean price 10.2, 7 impressions of adomain 'profpestcontrol.com' with mean price 0.8, 1 impressions of adomain 'smuckers.com' with mean price 0.7; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.marketer.greenpass', 35 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.meeseva.bazaar', 10 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.mobilityware.spider', 51 ad_requests with mean bid_floor 20.6; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 9.3; 1 sessions in app 'com.pgzng.quicktranslator', 2 ad_requests with mean bid_floor 0.0; 115 sessions in app 'com.playvalve.spades', 15759 ad_requests with mean bid_floor 59.8, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'biolifeplasma.com' with mean price 0.8, 2 impressions of adomain 'bp.com' with mean price 0.5, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'cub.com' with mean price 0.4, 4 impressions of adomain 'depend.com' with mean price 0.4, 1 clicks of adomain 'doj.state.wi.us', 5 impressions of adomain 'doj.state.wi.us' with mean price 0.5, 1 impressions of adomain 'extclaims.com' with mean price 1.0, 4 impressions of adomain 'fleetfarm.com' with mean price 1.0, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'gillmanimmigration.com' with mean price 0.5, 2 impressions of adomain 'hsbc.com' with mean price 0.6, 6 impressions of adomain 'iga.com' with mean price 0.6, 19 impressions of adomain 'instagram.com' with mean price 0.4, 1 impressions of adomain 'kalahariresorts.com' with mean price 0.4, 2 impressions of adomain 'kunesmitsubishi.com' with mean price 0.7, 2 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'oneaday.com' with mean price 0.6, 1 impressions of adomain 'openbank.us' with mean price 0.3, 1 impressions of adomain 'runnings.com' with mean price 0.4, 2 impressions of adomain 'skechers.com' with mean price 0.3, 2 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'steelcase.com' with mean price 0.2, 1 impressions of adomain 'toyota.com' with mean price 1.5, 11 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3; 70 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 4248 ad_requests with mean bid_floor 12.2, 8 impressions of adomain 'newpub.co' with mean price 12.9, 14 impressions of adomain 'newpub.co/spades' with mean price 17.5; 1 sessions in app 'com.sujan.sujansathi', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.uckam.reader', 4 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.unique.sortshelves', 229 ad_requests with mean bid_floor 11.6; 1 sessions in app 'com.uscommunitytrade.uscomtradr', 7 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.yixiang.yixue', 7 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 6.7; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 6.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 35;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 1248;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.0176116519206819;partition is 41;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP2_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'beetles.puzzle.solitaire_apps_embeddings_similarity' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V3_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'ca77cef3-9d57-40c2-9617-9c0d279fd08c;'uuid is '7815d05f-d39a-45fd-839c-0d5d9b7f74d6';bid_timestamp is '2025-01-28 5:29:36';device_id is 'ca77cef3-9d57-40c2-9617-9c0d279fd08c';biddate is '2025-01-28';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 25.5063923293554;target_cpi is 1.7376386357709;campaign is 58164;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 29.68;placement_historical_value is 32.512464;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.47;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 05:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'com.blackout.bubble', 49 ad_requests with mean bid_floor 8.6; 17 sessions in app 'com.blackout.spades', 655 ad_requests with mean bid_floor 28.8, 3 impressions of adomain 'amazon.com' with mean price 1.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 25.5; 1 sessions in app 'com.gimica.idlemergefun', 7 ad_requests with mean bid_floor 12.5; 3 sessions in app 'com.gimica.madsmash', 53 ad_requests with mean bid_floor 51.6; 3 sessions in app 'com.gimica.maketen', 60 ad_requests with mean bid_floor 10.6, 1 impressions of adomain 'freecash.com' with mean price 1.1, 1 impressions of adomain 'justdice.io' with mean price 0.3, 1 impressions of adomain 'moneylion.com' with mean price 0.4, 1 impressions of adomain 'roblox.com' with mean price 0.5, 1 impressions of adomain 'self.inc' with mean price 0.3; 9 sessions in app 'com.gimica.solitaireverse', 326 ad_requests with mean bid_floor 38.8, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.5, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.4, 2 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.3, 1 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 0.3, 1 impressions of adomain 'dave.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.4, 1 impressions of adomain 'flo.health' with mean price 0.2, 3 impressions of adomain 'gopuff.com' with mean price 0.4, 1 impressions of adomain 'help.supercellsupport.com' with mean price 0.2, 1 impressions of adomain 'ibotta.com' with mean price 0.4, 1 impressions of adomain 'illinoislottery.com' with mean price 0.5, 1 impressions of adomain 'instacart.com' with mean price 0.3, 1 impressions of adomain 'justdice.io' with mean price 0.8, 1 impressions of adomain 'luckylandslots.com' with mean price 0.3, 3 impressions of adomain 'meetme.com' with mean price 0.2, 1 impressions of adomain 'megafortuna.co' with mean price 0.3, 2 impressions of adomain 'mistplay.com' with mean price 0.3, 1 impressions of adomain 'moneylion.com' with mean price 0.2, 3 impressions of adomain 'roblox.com' with mean price 0.2, 2 impressions of adomain 'scrambly.io' with mean price 0.2, 1 impressions of adomain 'self.inc' with mean price 0.3, 2 impressions of adomain 'squareup.com' with mean price 0.2; 1 sessions in app 'com.gimica.sugarmatch', 11 ad_requests with mean bid_floor 32.0; 1 sessions in app 'com.gimica.treasuremaster', 97 ad_requests with mean bid_floor 148.9, 1 impressions of adomain 'freecash.com' with mean price 1.9, 1 impressions of adomain 'productmadness.com' with mean price 0.9; 5 sessions in app 'com.gimica.wordseeker', 121 ad_requests with mean bid_floor 5.8, 1 impressions of adomain 'exmox.com' with mean price 0.5, 1 impressions of adomain 'freecash.com' with mean price 0.5, 1 impressions of adomain 'gopuff.com' with mean price 0.3, 2 impressions of adomain 'ibotta.com' with mean price 0.6, 1 impressions of adomain 'meetme.com' with mean price 0.3, 1 impressions of adomain 'mistplay.com' with mean price 0.3, 2 impressions of adomain 'moneylion.com' with mean price 0.3, 1 impressions of adomain 'nianticlabs.com' with mean price 0.4, 3 impressions of adomain 'playsimple.in' with mean price 0.4, 1 impressions of adomain 'productmadness.com' with mean price 0.4, 1 impressions of adomain 'roblox.com' with mean price 0.4, 1 impressions of adomain 'truecaller.com' with mean price 0.3, 1 impressions of adomain 'yahoo.com' with mean price 0.8; 7 sessions in app 'com.handmark.expressweather', 11 ad_requests with mean bid_floor 85.7; 17 sessions in app 'com.justplay.app', 153 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.king.candycrushsaga', 2 ad_requests with mean bid_floor 74.6; 47 sessions in app 'com.miniclip.eightballpool', 593 ad_requests with mean bid_floor 5.6, 1 clicks of adomain 'flashrewards.co', 1 impressions of adomain 'flashrewards.co' with mean price 27.5; 4 sessions in app 'com.newpubco.spades', 175 ad_requests with mean bid_floor 12.3, 2 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 1.4, 1 impressions of adomain 'oakevergames.com' with mean price 0.6, 1 impressions of adomain 'vitastudio.ai' with mean price 0.8; 2 sessions in app 'com.offerup', 5 ad_requests with mean bid_floor 11.0; 8 sessions in app 'com.tripledot.blackjack', 188 ad_requests with mean bid_floor 60.4; 11 sessions in app 'com.tripledot.solitaire', 764 ad_requests with mean bid_floor 22.4; 1 sessions in app 'in.playsimple.tripcross', 29 ad_requests with mean bid_floor 19.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-28 5:33:22;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.985664258661369;partition is 3103;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '62de2578-74fe-4715-890c-c2165a3c94ab;'uuid is 'bd55ac59-aa45-4d26-8e81-cbdcc63e43af';bid_timestamp is '2025-01-05 2:03:38';device_id is '62de2578-74fe-4715-890c-c2165a3c94ab';biddate is '2025-01-05';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.19422955607617;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 2.07116;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 59872 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.33;prior_theme_impressions_count is 7;prior_tag_clicks_count is 2 ;time_since_click is '59860';hour is '2025-01-05 02:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '127 sessions in app 'com.blackout.spades', 41879 ad_requests with mean bid_floor 26.0, 12 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'att.com' with mean price 0.6, 1 impressions of adomain 'bissell.com' with mean price 0.4, 6 clicks of adomain 'bleacherreport.com', 20 impressions of adomain 'bleacherreport.com' with mean price 5.1, 2 impressions of adomain 'cash.app' with mean price 0.3, 1 impressions of adomain 'chelanfresh.com' with mean price 0.7, 8 impressions of adomain 'clevelandclinic.org' with mean price 5.6, 3 clicks of adomain 'clevelandclinic.org', 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.3, 1 clicks of adomain 'espnbet.com', 1 impressions of adomain 'espnbet.com' with mean price 2.6, 1 impressions of adomain 'hsbc.com' with mean price 0.3, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.8, 17 impressions of adomain 'instagram.com' with mean price 0.6, 1 impressions of adomain 'kelloggs.com' with mean price 2.0, 3 impressions of adomain 'la-z-boy.com' with mean price 0.3, 4 impressions of adomain 'lets.shop' with mean price 0.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'medmutual.com' with mean price 0.5, 1 impressions of adomain 'mha.ohio.gov' with mean price 0.8, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'modernhealth.com' with mean price 0.5, 1 impressions of adomain 'murdochs.com' with mean price 0.9, 2 impressions of adomain 'mypainsolution.com' with mean price 0.9, 16 impressions of adomain 'nationalunderwriter.com' with mean price 0.4, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 2.5, 1 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 4.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 2 impressions of adomain 'orgain.com' with mean price 0.4, 6 impressions of adomain 'ozempic.com' with mean price 1.7, 4 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 impressions of adomain 'peets.com' with mean price 0.3, 3 impressions of adomain 'perdue.com' with mean price 3.4, 1 impressions of adomain 'personalcarecouncil.org' with mean price 1.0, 1 impressions of adomain 'poise.com' with mean price 0.3, 5 impressions of adomain 'progressive.com' with mean price 0.3, 2 impressions of adomain 'pull-ups.com' with mean price 0.3, 2 impressions of adomain 'samsung.com' with mean price 0.6, 6 impressions of adomain 'sony.com' with mean price 0.3, 1 impressions of adomain 'sweetfrog.com' with mean price 0.6, 1 impressions of adomain 'tagthai.com' with mean price 0.8, 1 impressions of adomain 'tempursealy.com' with mean price 5.0, 1 impressions of adomain 'tiktok.com' with mean price 1.0, 6 impressions of adomain 'torkusa.com' with mean price 0.3, 2 impressions of adomain 'umassglobal.edu' with mean price 0.4, 2 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'webmd.com' with mean price 0.5, 3 impressions of adomain 'wkkellogg.com' with mean price 0.4, 2 impressions of adomain 'wright.edu' with mean price 2.6; 2 sessions in app 'com.crazytycoon.gp', 152 ad_requests with mean bid_floor 19.7; 1 sessions in app 'com.fiogonia.yatzy', 2 ad_requests with mean bid_floor 11.8; 2 sessions in app 'com.fireboltstudios.bikefeverstuntbikegames', 51 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.fivebits.customerservice3d', 38 ad_requests with mean bid_floor 9.6; 1 sessions in app 'com.guess.bio.kiunds.mcr', 175 ad_requests with mean bid_floor 16.0; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 27 ad_requests with mean bid_floor 5.7; 30 sessions in app 'com.pdf.pro', 414 ad_requests with mean bid_floor 16.3; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.soundpub.OperationMonsterAttack', 160 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 7.9; 3 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 11.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 16;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 17;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.550939831888814;partition is 3103;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '21b472cb-d42c-4067-a629-61d0401c8056;'uuid is '678ef052-29c9-44fa-b4a9-4298c04b2b4a';bid_timestamp is '2024-12-21 5:54:32';device_id is '21b472cb-d42c-4067-a629-61d0401c8056';biddate is '2024-12-21';country is 'USA';app is 'com.mobilityware.spider';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.42198783848317;target_cpi is 1.90895086037056;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'i';bid_floor is 8.125 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.19;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-21 05:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '6 sessions in app 'com.bonnie.trafficescape', 1076 ad_requests with mean bid_floor 7.2, 1 impressions of adomain '1000bulbs.com' with mean price 2.7, 17 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'ashadeabovenewengland.com' with mean price 0.4, 2 impressions of adomain 'belkin.com' with mean price 0.1, 1 impressions of adomain 'betus.com.pa' with mean price 0.4, 4 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'contextweb.com' with mean price 1.7, 2 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'discovery.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.1, 2 impressions of adomain 'hp.com' with mean price 0.2, 1 impressions of adomain 'ibsrela-hcp.com' with mean price 0.4, 1 impressions of adomain 'littlecaesars.com' with mean price 0.1, 9 impressions of adomain 'medscape.com' with mean price 0.2, 5 impressions of adomain 'medscape.org' with mean price 0.6, 2 impressions of adomain 'nautica.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'nyxcosmetics.com' with mean price 0.1, 8 impressions of adomain 'ocalivahcp.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'paulmitchell.com' with mean price 0.2, 1 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'sinosig.com' with mean price 0.1, 4 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'westernchief.com' with mean price 0.1; 17 sessions in app 'com.eet.weather.launcher', 19 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 5.8; 1 sessions in app 'com.hkjiuqu.motormaster3d', 50 ad_requests with mean bid_floor 12.2; 2 sessions in app 'com.mixigreestudio.horse.stunts.horse.jumping.horse.games', 22 ad_requests with mean bid_floor 5.2; 75 sessions in app 'com.mobilityware.Spades', 11949 ad_requests with mean bid_floor 11.4, 2 impressions of adomain 'applebees.com' with mean price 1.6, 1 impressions of adomain 'discovery.com' with mean price 2.3, 1 impressions of adomain 'dreamgames.com' with mean price 2.1, 2 clicks of adomain 'enerjoy.life', 3 impressions of adomain 'enerjoy.life' with mean price 2.1, 1 impressions of adomain 'everydaywinner.net' with mean price 1.9, 2 clicks of adomain 'ezhealth.app', 2 impressions of adomain 'ezhealth.app' with mean price 1.4, 8 impressions of adomain 'fiverr.com' with mean price 2.4, 1 impressions of adomain 'instacart.com' with mean price 3.6, 13 impressions of adomain 'king.com' with mean price 1.7, 10 clicks of adomain 'king.com', 1 impressions of adomain 'mashawareness.com' with mean price 4.7, 1 impressions of adomain 'mdmexclusives.com' with mean price 2.4, 1 impressions of adomain 'mistplay.com' with mean price 1.2, 1 clicks of adomain 'mistplay.com', 2 impressions of adomain 'monopoly-poker.com' with mean price 2.4, 2 clicks of adomain 'monopoly-poker.com', 17 impressions of adomain 'playrix.com' with mean price 1.7, 1 impressions of adomain 'playwsop.com' with mean price 1.6, 6 impressions of adomain 'purecars.com' with mean price 2.7, 1 clicks of adomain 'rivian.com', 1 impressions of adomain 'rivian.com' with mean price 1.8, 1 impressions of adomain 'safeauth.services' with mean price 1.5, 17 impressions of adomain 'scopely.com' with mean price 1.8, 12 clicks of adomain 'scopely.com', 5 clicks of adomain 'scorewarrior.com', 6 impressions of adomain 'scorewarrior.com' with mean price 1.8, 1 impressions of adomain 'stellar-fox-b88e35.netlify.app' with mean price 1.7, 2 impressions of adomain 'vc32cccaa.app-ads-txt.com' with mean price 1.9, 1 clicks of adomain 'vc32cccaa.app-ads-txt.com', 1 clicks of adomain 'vio.com', 1 impressions of adomain 'vio.com' with mean price 1.5, 1 clicks of adomain 'xifaxan.com', 8 impressions of adomain 'xifaxan.com' with mean price 2.9; 45 sessions in app 'com.mobilityware.spider', 3058 ad_requests with mean bid_floor 16.2, 1 impressions of adomain 'americanexpress.com' with mean price 5.7, 1 clicks of adomain 'bestbuy.com', 11 impressions of adomain 'bestbuy.com' with mean price 6.0, 7 impressions of adomain 'booking.com' with mean price 5.1, 1 impressions of adomain 'bplogix.com' with mean price 0.5, 12 impressions of adomain 'cune.edu' with mean price 4.6, 1 impressions of adomain 'fidiumfiber.com' with mean price 0.5, 3 impressions of adomain 'fiverr.com' with mean price 7.4, 1 impressions of adomain 'gonetspeed.com' with mean price 0.5, 1 impressions of adomain 'hopkinsmedicine.org' with mean price 8.3, 1 impressions of adomain 'ingrezza.com' with mean price 0.3, 1 impressions of adomain 'libtayo.com' with mean price 0.5, 53 impressions of adomain 'medscape.com' with mean price 0.3, 1 impressions of adomain 'nexium24hr.com' with mean price 0.4, 3 impressions of adomain 'priceline.com' with mean price 6.0, 1 clicks of adomain 'priceline.com', 3 impressions of adomain 'remax.com' with mean price 0.6, 1 impressions of adomain 'theremotesolopreneur.com' with mean price 0.7, 1 impressions of adomain 'trudhesa.com' with mean price 0.5, 1 impressions of adomain 'velsipity.com' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'xifaxan.com' with mean price 0.5; 2 sessions in app 'com.pdf.document.reader', 12 ad_requests with mean bid_floor 5.7; 169 sessions in app 'com.playdemic.golf.android', 1282 ad_requests with mean bid_floor 28.2; 2 sessions in app 'com.playvalve.solitaire', 6 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.sandiri.teknologi.qwrethtr', 88 ad_requests with mean bid_floor 6.1; 6 sessions in app 'com.tripledot.woodoku', 14 ad_requests with mean bid_floor 5.0; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 4.6; 3 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 9.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.mobilityware.spider/False/192';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.285758511454225;partition is 3103;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is '40cf4dc5-b10c-4272-9c88-d63ead8b1996';bid_timestamp is '2025-01-01 0:14:23';device_id is 'bb393a1c-f919-4f76-98b9-e700a452c2a9';biddate is '2025-01-01';country is 'USA';app is 'com.mobilityware.freecell';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 12.4187926088175;target_cpi is 2.25481480764136;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 4 ;min_floor is ;bidmachine_placement_value is 9;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 156684 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.95;prior_theme_impressions_count is 5;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-01 00:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-01 0:20:06;time_since_impression_in_hours is 43;channel is 'USA/I/bidmachine/com.mobilityware.freecell/False/192';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.529001869268523;partition is 1538;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7f75629d-fe14-478a-a52e-4d99e6e2fe84;'uuid is 'a2d20a55-bdc4-4cf9-9ef3-b84e08d69f18';bid_timestamp is '2025-01-17 23:13:52';device_id is '7f75629d-fe14-478a-a52e-4d99e6e2fe84';biddate is '2025-01-17';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 3.1906 ;min_floor is 3.1906 ;bidmachine_placement_value is 59.36;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-17 23:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '62 sessions in app 'com.blackout.spades', 11066 ad_requests with mean bid_floor 17.2, 1 impressions of adomain 'acorn.tv' with mean price 0.4, 1 impressions of adomain 'advanticehealth.com' with mean price 0.2, 1 clicks of adomain 'amazon.com', 38 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'amcplus.com' with mean price 0.3, 8 impressions of adomain 'ariat.com' with mean price 0.4, 3 impressions of adomain 'bosch.us' with mean price 0.3, 3 impressions of adomain 'carhartt.com' with mean price 0.2, 1 impressions of adomain 'chooseyou.com' with mean price 0.4, 2 impressions of adomain 'churchdwight.com' with mean price 0.2, 7 impressions of adomain 'colgate.com' with mean price 0.3, 1 impressions of adomain 'covergirl.com' with mean price 0.2, 1 impressions of adomain 'cslplasma.com' with mean price 0.7, 2 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'disney.com' with mean price 0.2, 1 impressions of adomain 'gorillatough.com' with mean price 0.7, 1 impressions of adomain 'gvokeglucagon.com' with mean price 1.2, 2 impressions of adomain 'helenoftroy.com' with mean price 0.3, 1 impressions of adomain 'honest.com' with mean price 0.2, 2 impressions of adomain 'joico.com' with mean price 0.3, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.2, 1 impressions of adomain 'kohler.com' with mean price 0.2, 1 impressions of adomain 'la-z-boy.com' with mean price 0.3, 2 impressions of adomain 'liquid-iv.com' with mean price 0.3, 2 impressions of adomain 'lowdernewhomes.com' with mean price 0.3, 4 impressions of adomain 'lumedeodorant.com' with mean price 0.9, 1 impressions of adomain 'naturemade.com' with mean price 6.6, 1 clicks of adomain 'naturemade.com', 1 impressions of adomain 'newpub.co/spades' with mean price 5.0, 1 clicks of adomain 'newpub.co/spades', 7 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nuunlife.com' with mean price 0.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 23 impressions of adomain 'sallyhansen.com' with mean price 0.3, 4 impressions of adomain 'samsung.com' with mean price 5.2, 1 clicks of adomain 'samsung.com', 5 impressions of adomain 'strivectin.com' with mean price 0.2, 1 impressions of adomain 'tallasseechryslerdodgejeepram.com' with mean price 1.7, 1 impressions of adomain 'tomsofmaine.com' with mean price 0.3, 2 impressions of adomain 'ultimahealth.com' with mean price 0.2, 1 impressions of adomain 'universalnutrition.com' with mean price 0.2; 22 sessions in app 'com.mobilityware.freecell', 626 ad_requests with mean bid_floor 11.0, 1 impressions of adomain '1000bulbs.com' with mean price 1.6, 1 impressions of adomain 'google.com' with mean price 2.1, 1 clicks of adomain 'mobilityware.com/spider', 1 impressions of adomain 'mobilityware.com/spider' with mean price 4.5, 1 impressions of adomain 'ncsolutions.com' with mean price 10.0; 29 sessions in app 'com.mobilityware.solitaire', 1215 ad_requests with mean bid_floor 11.8, 1 clicks of adomain 'amazon.com', 1 impressions of adomain 'amazon.com' with mean price 3.2, 1 impressions of adomain 'beiersdorf.com' with mean price 0.3, 16 impressions of adomain 'bk.com' with mean price 0.4, 1 impressions of adomain 'chicagonorthwest.com' with mean price 1.5, 1 impressions of adomain 'coca-cola.com' with mean price 0.4, 5 impressions of adomain 'dollargeneral.com' with mean price 0.5, 1 impressions of adomain 'fiverr.com' with mean price 5.0, 3 impressions of adomain 'ingrezza.com' with mean price 0.3, 109 impressions of adomain 'microsoft.com' with mean price 2.4, 1 impressions of adomain 'miebo.com' with mean price 4.3, 1 clicks of adomain 'mobilityware.com/spider', 1 impressions of adomain 'mobilityware.com/spider' with mean price 3.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'orgain.com' with mean price 6.2, 2 impressions of adomain 'paxlovid.com' with mean price 0.5, 1 impressions of adomain 'pfizer.com' with mean price 6.2, 3 impressions of adomain 'popeyes.com' with mean price 0.4, 1 impressions of adomain 'rosevilleautomall.com' with mean price 1.4, 3 impressions of adomain 'samsung.com' with mean price 1.8, 1 clicks of adomain 'samsung.com', 2 impressions of adomain 'superpro.com.au' with mean price 0.6, 2 impressions of adomain 'tiktok.com' with mean price 1.6, 1 impressions of adomain 'tums.com' with mean price 0.3, 1 impressions of adomain 'veritas.com' with mean price 0.4, 1 impressions of adomain 'voltarengel.com' with mean price 0.3, 1 clicks of adomain 'wisewaveltd.com', 1 impressions of adomain 'wisewaveltd.com' with mean price 1.9; 35 sessions in app 'com.mobilityware.spider', 1355 ad_requests with mean bid_floor 15.5, 2 impressions of adomain 'bestbuy.com' with mean price 3.1, 6 impressions of adomain 'microsoft.com' with mean price 2.0, 1 impressions of adomain 'priceline.com' with mean price 3.6, 1 impressions of adomain 'spectrum.com' with mean price 0.5; 1 sessions in app 'com.newpubco.spades', 15 ad_requests with mean bid_floor 3.7, 1 impressions of adomain 'yourasecu.com' with mean price 0.3; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 5.9; 2 sessions in app 'com.staplegames.blocksClassicSGGP', 78 ad_requests with mean bid_floor 19.8; 1 sessions in app 'com.staplegames.dice', 54 ad_requests with mean bid_floor 31.9; 30 sessions in app 'com.tripledot.woodoku', 710 ad_requests with mean bid_floor 1.4; 21 sessions in app 'com.vitastudio.mahjong', 858 ad_requests with mean bid_floor 56.6, 1 impressions of adomain 'ahs.com' with mean price 0.1, 8 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'birminghamracecourse.com' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'havertys.com' with mean price 0.2, 1 impressions of adomain 'heart.org' with mean price 0.1, 1 impressions of adomain 'ingrezza.com' with mean price 0.1, 1 impressions of adomain 'nathansfamous.com' with mean price 0.3, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'paxlovid.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.3, 3 impressions of adomain 'spectrum.com' with mean price 0.6, 1 impressions of adomain 'strivectin.com' with mean price 0.1, 1 impressions of adomain 'velphoro.us' with mean price 0.2, 1 clicks of adomain 'welloflife.com', 1 impressions of adomain 'welloflife.com' with mean price 9.2; 23 sessions in app 'easy.sudoku.puzzle.solver.free', 1145 ad_requests with mean bid_floor 29.1, 1 clicks of adomain 'adobe.ly', 1 impressions of adomain 'adobe.ly' with mean price 7.8, 1 impressions of adomain 'adp.com' with mean price 3.7, 2 impressions of adomain 'allergan.com' with mean price 0.2, 8 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'asics.com' with mean price 0.2, 2 impressions of adomain 'aspensnowmass.com' with mean price 0.1, 1 clicks of adomain 'atlassian.com', 2 impressions of adomain 'atlassian.com' with mean price 9.0, 1 impressions of adomain 'bushbeans.com' with mean price 0.1, 5 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'colgate.com' with mean price 0.4, 1 impressions of adomain 'conga.com' with mean price 0.5, 1 impressions of adomain 'dnb.com' with mean price 0.1, 1 impressions of adomain 'donaldson.com' with mean price 0.3, 1 impressions of adomain 'dormanproducts.com' with mean price 0.8, 3 impressions of adomain 'geico.com' with mean price 1.2, 3 impressions of adomain 'havertys.com' with mean price 0.1, 2 impressions of adomain 'hitachi.com' with mean price 0.7, 1 impressions of adomain 'innoactive.io' with mean price 0.6, 4 impressions of adomain 'internationalpaper.com' with mean price 1.3, 1 impressions of adomain 'lsu.edu' with mean price 0.5, 3 impressions of adomain 'lumedeodorant.com' with mean price 0.7, 1 impressions of adomain 'metamucil.com' with mean price 0.3, 1 impressions of adomain 'microsoft.com' with mean price 0.4, 1 impressions of adomain 'mintmobile.com' with mean price 0.2, 1 impressions of adomain 'onewheel.com' with mean price 0.1, 1 impressions of adomain 'operationsmile.org' with mean price 0.1, 3 impressions of adomain 'paxlovid.com' with mean price 0.4, 7 impressions of adomain 'paycom.com' with mean price 1.7, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'renalytix.com' with mean price 0.9, 5 impressions of adomain 'salesforce.com' with mean price 0.4, 1 clicks of adomain 'sap.com', 1 impressions of adomain 'scalestack.ai' with mean price 0.4, 1 impressions of adomain 'unwrap.ai' with mean price 0.5, 10 impressions of adomain 'walmart.com' with mean price 1.1; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 6.2; 21 sessions in app 'od_16143', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 8.7; 6 sessions in app 'uk.co.aifactory.heartsfree', 8 ad_requests with mean bid_floor 21.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-17 23:17:11;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.995880887971957;partition is 4023;segments is ['com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'explore' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'easy.sudoku.puzzle.solver.free_apps_embeddings_similarity' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V3_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '8d952a07-2b2e-4d25-9452-935288d0aef0;'uuid is '030edd58-2689-46dd-a758-86518607d147';bid_timestamp is '2025-02-06 17:10:54';device_id is '8d952a07-2b2e-4d25-9452-935288d0aef0';biddate is '2025-02-06';country is 'USA';app is 'com.ttf.washingclothes';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 37.4142875434033;target_cpi is 1.40609920024871;campaign is 58208;creative_id is 228773;session_duration is 5 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 30.4856 ;min_floor is 30.4856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 3312847 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.95;prior_theme_impressions_count is 10;prior_tag_clicks_count is 5 ;time_since_click is '3312834';hour is '2025-02-06 17:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '4 sessions in app 'com.citrusjoy.trojan', 18 ad_requests with mean bid_floor 0.5; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 7.3; 5 sessions in app 'com.grandegames.slots.dafu.casino', 263 ad_requests with mean bid_floor 114.4; 2 sessions in app 'com.kaigames.theoasis', 139 ad_requests with mean bid_floor 6.1; 47 sessions in app 'com.metropcs.metrozone', 588 ad_requests with mean bid_floor 86.8; 1 sessions in app 'com.newpubco.spades', 17 ad_requests with mean bid_floor 17.8; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 9.0; 3 sessions in app 'com.sports.eightball.pool.rival', 7 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.1; 3 sessions in app 'com.ttf.washingclothes', 511 ad_requests with mean bid_floor 15.3; 13 sessions in app 'jigsaw.puzzle.game.banana', 458 ad_requests with mean bid_floor 44.1, 7 impressions of adomain 'amazon.com' with mean price 1.6, 1 impressions of adomain 'chryslerjeep24.com' with mean price 0.6, 2 impressions of adomain 'dreamfindersactiveadult.com' with mean price 0.8, 4 impressions of adomain 'dyson.com' with mean price 0.2, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 3 impressions of adomain 'jetblue.com' with mean price 0.2, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 1 impressions of adomain 'lge-ku.com' with mean price 0.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.7, 1 clicks of adomain 'maguiretoyotaofgrandisland.com', 94 impressions of adomain 'maguiretoyotaofgrandisland.com' with mean price 1.0, 1 impressions of adomain 'mazdausa.com' with mean price 0.5, 1 impressions of adomain 'nestleusa.com' with mean price 0.3, 1 impressions of adomain 'no7beauty.com' with mean price 0.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.5, 18 impressions of adomain 'productmadness.com' with mean price 0.3, 4 impressions of adomain 'seacoastbank.com' with mean price 0.9, 3 impressions of adomain 'tributaryliving.com' with mean price 0.8, 17 impressions of adomain 'walmart.com' with mean price 1.5, 1 impressions of adomain 'youngwaterproofing.com' with mean price 0.6; 4 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 63 ad_requests with mean bid_floor 8.9, 6 impressions of adomain 'adidas.com' with mean price 0.1, 5 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'brookfieldrenewableus.com' with mean price 0.3, 1 impressions of adomain 'bumble.com' with mean price 0.2, 6 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'dave.com' with mean price 0.1, 1 clicks of adomain 'draftkings.com', 1 impressions of adomain 'draftkings.com' with mean price 86.8, 2 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'justdice.io' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'mobilityware.com' with mean price 0.2, 1 impressions of adomain 'paint.by.number' with mean price 0.2, 19 impressions of adomain 'panasonic.com' with mean price 0.3, 2 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'priceline.com' with mean price 0.2, 4 impressions of adomain 'productmadness.com' with mean price 0.2, 3 impressions of adomain 'roomstogo.com' with mean price 0.3, 2 impressions of adomain 'textnow.com' with mean price 0.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 41 sessions in app 'kjv.bible.kingjamesbible', 2074 ad_requests with mean bid_floor 41.4; 6 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 151 ad_requests with mean bid_floor 2.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 17:14:38;time_since_impression_in_hours is 920;channel is 'USA/I/chartboost-android-sdk/com.ttf.washingclothes/True/98';time_since_click_in_hours is 920;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.410831816156799;partition is 3588;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPA_dc_8EndGame_BeforeD8_abdoul_100k_07_18_2024' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_HIGH_PRICE_AG_100k_01_31_2025' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4f79b58e-ef82-4972-b579-04c7712ed88b;'uuid is 'cc8ee63f-0274-4dd7-9718-2de54dedcabd';bid_timestamp is '2025-01-31 14:18:31';device_id is '4f79b58e-ef82-4972-b579-04c7712ed88b';biddate is '2025-01-31';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 25.5809666604169;target_cpi is 1.09482151423362;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 44.166667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 105732 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.58;prior_theme_impressions_count is 15;prior_tag_clicks_count is 11 ;time_since_click is '105721';hour is '2025-01-31 14:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.blackout.spades', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.block.game.jigsaw.puzzles', 3 ad_requests with mean bid_floor 8.0; 1 sessions in app 'com.boombitgames.Dartsy', 202 ad_requests with mean bid_floor 311.7; 14 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 274 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.7; 11 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 293 ad_requests with mean bid_floor 8.1, 2 impressions of adomain 'amazon.com' with mean price 1.1, 1 impressions of adomain 'discountfabrics-sf.com' with mean price 1.2, 1 impressions of adomain 'intuit.com' with mean price 1.8, 1 impressions of adomain 'livebeyondca.org' with mean price 1.1, 1 impressions of adomain 'mrrooter.com' with mean price 1.3, 2 impressions of adomain 'pgcruises.com' with mean price 1.1, 2 impressions of adomain 'risingwings.com' with mean price 6.6, 1 impressions of adomain 'samsung.com' with mean price 0.8, 3 impressions of adomain 'tiktok.com' with mean price 2.0, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 1.0, 9 impressions of adomain 'watermarkcommunities.com' with mean price 1.4; 1 sessions in app 'com.jmsgame.jackpotmastercasino', 21 ad_requests with mean bid_floor 70.9; 3 sessions in app 'com.mahjong.op.gp', 343 ad_requests with mean bid_floor 67.9, 1 impressions of adomain 'ads.netapop.com' with mean price 0.5, 1 impressions of adomain 'textnow.com' with mean price 0.5, 1 clicks of adomain 'youyungames.com', 1 impressions of adomain 'youyungames.com' with mean price 105.2; 291 sessions in app 'com.metropcs.metrozone', 1577 ad_requests with mean bid_floor 105.7; 1 sessions in app 'com.mobilityware.MahjongSolitaire', 139 ad_requests with mean bid_floor 36.0, 1 impressions of adomain '9snail.com' with mean price 0.1, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.1, 3 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'com.asselin.android.wildlegends' with mean price 0.1, 1 impressions of adomain 'com.dogiedash.burst' with mean price 0.1, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.1, 1 impressions of adomain 'com.gogoldminds.word' with mean price 0.1, 1 impressions of adomain 'dave.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'freecash.com' with mean price 10.5, 5 impressions of adomain 'high5casino.com' with mean price 0.7, 1 impressions of adomain 'jacksoncasino.com' with mean price 0.1, 2 impressions of adomain 'jorisson.com' with mean price 0.1, 1 impressions of adomain 'justdice.io' with mean price 0.1, 1 impressions of adomain 'kidultlovin.com' with mean price 0.1, 1 impressions of adomain 'king.com' with mean price 0.1, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'lobstermaniaslots.com' with mean price 0.1, 1 impressions of adomain 'moonpay.com' with mean price 0.1, 1 impressions of adomain 'murka.com' with mean price 0.1, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 3 impressions of adomain 'spinxgames.com' with mean price 14.1, 1 clicks of adomain 'spinxgames.com', 1 impressions of adomain 'squareup.com' with mean price 0.1, 1 impressions of adomain 'subaru.com' with mean price 0.2; 2 sessions in app 'com.mobilityware.PyramidFree', 188 ad_requests with mean bid_floor 18.5; 1 sessions in app 'com.newpubco.spades', 292 ad_requests with mean bid_floor 23.4, 8 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'example.com' with mean price 1.1, 1 impressions of adomain 'famsf.org' with mean price 1.1, 3 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 2 impressions of adomain 'flysfo.com' with mean price 0.9, 2 impressions of adomain 'goodfoods.com' with mean price 0.3, 2 impressions of adomain 'icangotocollege.com' with mean price 1.1, 1 impressions of adomain 'peralta.edu' with mean price 0.4, 1 impressions of adomain 'pluto.tv' with mean price 0.6, 2 impressions of adomain 'samsung.com' with mean price 0.4, 1 clicks of adomain 'sciplay.com', 1 impressions of adomain 'sciplay.com' with mean price 14.8; 3 sessions in app 'com.njos12.match3', 92 ad_requests with mean bid_floor 18.3; 3 sessions in app 'com.opgames.mahjongtile.gp', 130 ad_requests with mean bid_floor 35.8, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 1 sessions in app 'com.otium.solitaire.classic.card.game', 9 ad_requests with mean bid_floor 8.3; 5 sessions in app 'com.peoplefun.wordcross', 34 ad_requests with mean bid_floor 6.3; 4 sessions in app 'com.solitaire.blast.puzzle', 993 ad_requests with mean bid_floor 272.2, 1 clicks of adomain 'regalcardplay.com', 1 impressions of adomain 'regalcardplay.com' with mean price 44.7; 3 sessions in app 'com.solitaire.cards.deluxe', 52 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.solitaire.relax.classic.card.game', 78 ad_requests with mean bid_floor 45.0; 18 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 822 ad_requests with mean bid_floor 11.6, 2 clicks of adomain 'chime.com', 4 impressions of adomain 'chime.com' with mean price 16.6, 1 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 23.2, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 130.0, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 43.1, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 14.6, 11 impressions of adomain 'risingwings.com' with mean price 5.9, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 18.5, 1 impressions of adomain 'tiktok.com' with mean price 3.5; 1 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 10.0; 33 sessions in app 'com.vitastudio.mahjong', 74 ad_requests with mean bid_floor 0.1; 4 sessions in app 'com.yy.solitaire.classic.card.game.free', 11 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 4.5; 4 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 14.6; 3 sessions in app 'messenger.sms', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'slingshot.building.destroy', 23 ad_requests with mean bid_floor 20.2; 2 sessions in app 'solitaire.collection.klondike.spider.card.games', 2 ad_requests with mean bid_floor 5.2; 3 sessions in app 'solitaire.patience.card.games.klondike.free', 255 ad_requests with mean bid_floor 15.6, 1 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'dunnion.com' with mean price 0.8, 2 impressions of adomain 'inabafoods.com' with mean price 0.2, 1 impressions of adomain 'janssen.com' with mean price 1.0; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 10 ad_requests with mean bid_floor 1.9; 5 sessions in app 'spades.solitaire.card.games.free', 292 ad_requests with mean bid_floor 34.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-31 14:30:50;time_since_impression_in_hours is 29;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 29;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.223698336925271;partition is 3272;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA_dc_8EndGame_BeforeD8_abdoul_100k_07_18_2024' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_100k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_100k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_HIGH_VAR_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP3_AG_100k_01_25_2025' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_LOW_VAR_AG_100k_01_25_2025' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '305c2480-7f32-41b7-9e88-0f5c0ec646c8;'uuid is 'bde9b67d-db2f-4415-b74a-d9a58e771222';bid_timestamp is '2025-02-10 18:15:47';device_id is '305c2480-7f32-41b7-9e88-0f5c0ec646c8';biddate is '2025-02-10';country is 'USA';app is 'com.snapqr.scanmaster.qrcode';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'applovin';raw_price is 5.2378056231808;target_cpi is 3.50004225969314;campaign is 58206;creative_id is 219049;session_duration is 1 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 316880 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 0.14;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-10 18:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.Zonmob.ShadowofDeath.FightingGames', 7 ad_requests with mean bid_floor 17.1; 2 sessions in app 'com.anti.virus.security', 2 ad_requests with mean bid_floor 91.9; 1 sessions in app 'com.battlecreek.offroadoutlaws', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.document.tools.all', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.generagames.resistance', 9 ad_requests with mean bid_floor 43.7; 5 sessions in app 'com.handmark.expressweather', 8 ad_requests with mean bid_floor 74.5; 1 sessions in app 'com.miniclip.puresoldier', 2 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.miniclip.realsniper', 12 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.playvalve.solitaire', 13 ad_requests with mean bid_floor 23.8; 2 sessions in app 'com.snapify.esound.tubeplay.holic.music.video.download.player', 4 ad_requests with mean bid_floor 5.2; 73 sessions in app 'com.snapqr.scanmaster.qrcode', 1820 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.sniper.destiny.shooting', 24 ad_requests with mean bid_floor 22.4; 1 sessions in app 'com.tatem.card.match.puzzle', 5 ad_requests with mean bid_floor 165.3; 3 sessions in app 'com.tiramisu.driftmax2', 5 ad_requests with mean bid_floor 102.4; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.4; 5 sessions in app 'solitaire.patience.card.games.klondike.free', 76 ad_requests with mean bid_floor 23.6, 1 clicks of adomain 'playvalve.com', 1 impressions of adomain 'playvalve.com' with mean price 550.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 88;channel is 'USA/V/applovin/com.snapqr.scanmaster.qrcode/True/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.309243453510932;partition is 3358;segments is ['com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'explore' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f1a4e37c-feae-43d7-939d-ddb33ff267b5;'uuid is 'b3ca58fc-8cee-4bf8-9a94-7b03befe284c';bid_timestamp is '2025-02-07 19:20:41';device_id is 'f1a4e37c-feae-43d7-939d-ddb33ff267b5';biddate is '2025-02-07';country is 'USA';app is 'com.hitrolab.audioeditor';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'applovin';raw_price is 0.688666893784939;target_cpi is 3.49573135375976;campaign is 58206;creative_id is 219049;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.010706 ;min_floor is 0.010706 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 19:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.JindoBlu.TwoPlayerGamesChallenge', 13 ad_requests with mean bid_floor 21.3; 1 sessions in app 'com.boost.roku.remote', 1 ad_requests with mean bid_floor 194.0; 1 sessions in app 'com.camerasideas.trimmer', 2 ad_requests with mean bid_floor 0.0; 68 sessions in app 'com.hitrolab.audioeditor', 144 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.meowth.barrier_breach', 25 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.mwm.guitartuner', 44 ad_requests with mean bid_floor 4.0, 1 impressions of adomain 'happybank.com' with mean price 0.5, 1 clicks of adomain 'snapchat.com', 2 impressions of adomain 'snapchat.com' with mean price 21.3, 5 impressions of adomain 'themlc.com' with mean price 1.4, 1 impressions of adomain 'wienerschnitzel.com' with mean price 0.7; 25 sessions in app 'com.plusmusic.gomp3player.freemusicplayer', 77 ad_requests with mean bid_floor 2.9; 3 sessions in app 'com.relaxstresstoys.palm', 119 ad_requests with mean bid_floor 6.2; 3 sessions in app 'jp.oridio.museum', 6 ad_requests with mean bid_floor 16.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.hitrolab.audioeditor/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.913889509497149;partition is 1142;segments is ['com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V6_2000k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b7f9e0fb-3dd7-4736-988d-2633c916f8cc;'uuid is '78e9bd09-da6d-4c23-8fb3-55a9e7c27841';bid_timestamp is '2025-01-04 1:36:50';device_id is 'b7f9e0fb-3dd7-4736-988d-2633c916f8cc';biddate is '2025-01-04';country is 'USA';app is 'com.productmadness.cashmancasino';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 38.3108852247189;target_cpi is 5.49505223703763;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Product Madness';seller_id is 601;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 8.798815;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 89360 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 5.3;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is '812016';hour is '2025-01-04 01:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 16 ad_requests with mean bid_floor 21.2; 1 sessions in app 'com.RealGC.eurobus', 5 ad_requests with mean bid_floor 0.1; 21 sessions in app 'com.breakingnewsbrief.app', 35 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.fbig.spades', 4 ad_requests with mean bid_floor 6.6; 3 sessions in app 'com.higgs.slotsmash', 51 ad_requests with mean bid_floor 72.8; 4 sessions in app 'com.jmsgame.jackpotmastercasino', 46 ad_requests with mean bid_floor 63.9; 40 sessions in app 'com.playvalve.spades', 4080 ad_requests with mean bid_floor 76.2, 1 impressions of adomain 'albertsons.com' with mean price 0.4, 5 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'jared.com' with mean price 1.0, 1 impressions of adomain 'joinpropel.com' with mean price 0.4, 1 impressions of adomain 'kbhome.com' with mean price 0.7, 1 impressions of adomain 'lexus.com' with mean price 0.4, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 7.7, 1 impressions of adomain 'pentlyconger.com' with mean price 0.3, 2 impressions of adomain 'starbucks.com' with mean price 0.4; 10 sessions in app 'com.productmadness.cashmancasino', 111 ad_requests with mean bid_floor 25.9, 1 clicks of adomain 'medicarereliefnow.online', 1 impressions of adomain 'medicarereliefnow.online' with mean price 17.3; 7 sessions in app 'com.sciplay.dancingdrumsslots', 121 ad_requests with mean bid_floor 39.9; 5 sessions in app 'com.selfawaregames.acecasino', 19 ad_requests with mean bid_floor 13.5; 6 sessions in app 'com.slotslimited.goldencasino', 46 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.tripledot.solitaire', 63 ad_requests with mean bid_floor 7.0; 1 sessions in app 'in.WordSearch.WordBliss', 4 ad_requests with mean bid_floor 7.9; 9 sessions in app 'slots.pcg.casino.games.free.android', 107 ad_requests with mean bid_floor 238.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 24;channel is 'USA/I/bidmachine/com.productmadness.cashmancasino/True/601';time_since_click_in_hours is 226;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.32219743010282;partition is 3436;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V3_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_100k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPA(purchase)_abdoul_V4_MMP_100k_21_10_2024' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4f783a3a-ff15-4415-ba66-5c24691b148d;'uuid is '148678ad-5f82-4940-9e34-b3fd3f3c2825';bid_timestamp is '2024-12-27 4:52:13';device_id is '4f783a3a-ff15-4415-ba66-5c24691b148d';biddate is '2024-12-27';country is 'USA';app is 'com.easybrain.jigsaw.puzzles';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 7.2695;target_cpi is 8.13884210186147;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'i';bid_floor is 7.2595 ;min_floor is ;bidmachine_placement_value is 4.8;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 58 ;time_since_impression is 1298557 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.58;prior_theme_impressions_count is 58;prior_tag_clicks_count is 7 ;time_since_click is '6312538';hour is '2024-12-27 04:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 521 ad_requests with mean bid_floor 21.4, 2 impressions of adomain 'discoverpuertorico.com' with mean price 0.4, 1 impressions of adomain 'instacart.com' with mean price 0.5, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'thetradedesk.com' with mean price 0.3, 9 impressions of adomain 'walmart.com' with mean price 0.9; 26 sessions in app 'com.LoopGames.Yatzy', 866 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'airsuprahcp.com' with mean price 2.5, 1 impressions of adomain 'albertsons.com' with mean price 0.8, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'depend.com' with mean price 0.5, 4 impressions of adomain 'dhs.gov' with mean price 0.3, 1 impressions of adomain 'hain.com' with mean price 0.5, 1 impressions of adomain 'mobirix.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 15 impressions of adomain 'powerfortomorrow.org' with mean price 0.9, 3 impressions of adomain 'tiktok.com' with mean price 2.5, 1 impressions of adomain 'topviewtix.com' with mean price 1.0, 1 impressions of adomain 'wkkellogg.com' with mean price 2.8; 2 sessions in app 'com.aaaudi.biblecode', 32 ad_requests with mean bid_floor 3.2, 1 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'betrivers.com' with mean price 0.1; 5 sessions in app 'com.blackout.spades', 855 ad_requests with mean bid_floor 29.9, 1 impressions of adomain 'amtagvi.com' with mean price 2.7, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 3 impressions of adomain 'windcreek.com' with mean price 1.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 3 sessions in app 'com.dn.games.dtcpoker', 3 ad_requests with mean bid_floor 0.0; 52 sessions in app 'com.easybrain.jigsaw.puzzles', 8817 ad_requests with mean bid_floor 7.5, 1 impressions of adomain '7-eleven.com' with mean price 0.6, 1 impressions of adomain 'aaa.com' with mean price 0.1, 1 impressions of adomain 'ace.aaa.com' with mean price 5.3, 1 impressions of adomain 'adadapted.com' with mean price 0.4, 13 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'admile.com' with mean price 0.4, 3 impressions of adomain 'alignprobiotics.com' with mean price 1.1, 43 impressions of adomain 'amazon.com' with mean price 1.1, 1 impressions of adomain 'att.com' with mean price 0.3, 1 impressions of adomain 'axsome.com' with mean price 0.6, 1 impressions of adomain 'babybel.com' with mean price 0.6, 4 impressions of adomain 'beiersdorf.com' with mean price 0.5, 19 impressions of adomain 'bk.com' with mean price 0.2, 1 impressions of adomain 'bounty.com' with mean price 4.0, 1 clicks of adomain 'bounty.com', 1 impressions of adomain 'brotherlybudnj.com' with mean price 1.0, 1 impressions of adomain 'cadillac.com' with mean price 0.2, 4 impressions of adomain 'chipsahoy.com' with mean price 0.1, 1 clicks of adomain 'clorox.com', 3 impressions of adomain 'clorox.com' with mean price 3.4, 17 impressions of adomain 'coca-cola.com' with mean price 1.7, 9 impressions of adomain 'coca-colacompany.com' with mean price 1.9, 2 impressions of adomain 'colgate.com' with mean price 0.2, 2 impressions of adomain 'cyberpowersystems.com' with mean price 0.1, 16 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'designhouse.design' with mean price 1.7, 36 impressions of adomain 'discover.com' with mean price 0.5, 1 impressions of adomain 'discovery.com' with mean price 0.4, 8 impressions of adomain 'dollargeneral.com' with mean price 0.3, 2 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.4, 1 impressions of adomain 'dulcolax.com' with mean price 0.1, 1 impressions of adomain 'dupixent.com' with mean price 1.2, 8 impressions of adomain 'duracell.com' with mean price 0.3, 2 impressions of adomain 'eatiqbar.com' with mean price 0.4, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'enterpriseholdings.com' with mean price 5.5, 1 impressions of adomain 'expedia.com' with mean price 1.7, 4 impressions of adomain 'fedex.com' with mean price 0.3, 3 impressions of adomain 'finishdishwashing.com' with mean price 0.7, 2 impressions of adomain 'franksredhot.com' with mean price 1.1, 2 clicks of adomain 'geico.com', 55 impressions of adomain 'geico.com' with mean price 3.8, 1 impressions of adomain 'genesis.com' with mean price 2.0, 4 impressions of adomain 'gillette.com' with mean price 0.3, 1 impressions of adomain 'gkv.com' with mean price 0.4, 8 impressions of adomain 'goldbond.com' with mean price 0.8, 9 impressions of adomain 'goldpeakbeverages.com' with mean price 1.0, 3 impressions of adomain 'goodfoods.com' with mean price 0.1, 4 impressions of adomain 'goodnes.com' with mean price 0.9, 7 impressions of adomain 'goodnites.com' with mean price 0.3, 1 impressions of adomain 'gsk.com' with mean price 0.3, 2 impressions of adomain 'hain.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'health.ny.gov' with mean price 1.1, 1 impressions of adomain 'henlaw.com' with mean price 0.2, 4 impressions of adomain 'hhs.gov' with mean price 0.4, 2 impressions of adomain 'hizentra.com' with mean price 0.3, 4 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 4 impressions of adomain 'intuit.com' with mean price 0.4, 1 impressions of adomain 'ivory.com' with mean price 0.5, 2 impressions of adomain 'izervay.com' with mean price 0.3, 2 impressions of adomain 'kellanova.com' with mean price 0.4, 8 impressions of adomain 'kelloggs.com' with mean price 0.8, 4 impressions of adomain 'kitchenaid.com' with mean price 0.1, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.3, 1 impressions of adomain 'mars.com' with mean price 0.4, 1 impressions of adomain 'mattressfirm.com' with mean price 5.2, 1 impressions of adomain 'maybelline.com' with mean price 0.1, 1 impressions of adomain 'mccain.ca' with mean price 1.0, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'meetboston.com' with mean price 0.3, 2 impressions of adomain 'merrell.com' with mean price 0.2, 6 impressions of adomain 'metamucil.com' with mean price 0.4, 1 impressions of adomain 'metopera.org' with mean price 0.2, 1 impressions of adomain 'mhi.org' with mean price 4.3, 1 impressions of adomain 'michaeljfox.org' with mean price 1.3, 1 impressions of adomain 'miebo.com' with mean price 0.8, 4 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'mountsinai.org' with mean price 0.7, 4 impressions of adomain 'nationalgeographic.org' with mean price 4.0, 1 impressions of adomain 'newyorklife.com' with mean price 0.2, 3 impressions of adomain 'njm.com' with mean price 0.7, 3 impressions of adomain 'no7beauty.com' with mean price 0.6, 2 impressions of adomain 'nyxcosmetics.com' with mean price 0.1, 27 impressions of adomain 'ocrevus.com' with mean price 0.3, 3 impressions of adomain 'olay.com' with mean price 0.5, 2 impressions of adomain 'ontelproducts.com' with mean price 0.2, 1 impressions of adomain 'pa.betrivers.com' with mean price 0.4, 2 impressions of adomain 'paramount.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 1.0, 1 impressions of adomain 'parmigianoreggiano.com' with mean price 0.5, 1 impressions of adomain 'paturnpike.com' with mean price 0.7, 11 impressions of adomain 'paypal.com' with mean price 0.7, 16 impressions of adomain 'peco.com' with mean price 5.5, 1 impressions of adomain 'pennie.com' with mean price 5.2, 1 impressions of adomain 'pepsico.com' with mean price 0.2, 6 impressions of adomain 'pepto-bismol.com' with mean price 1.2, 4 impressions of adomain 'pfizer.com' with mean price 0.7, 1 impressions of adomain 'pgpro.com' with mean price 0.3, 1 impressions of adomain 'philasd.org' with mean price 1.5, 4 impressions of adomain 'playabowls.com' with mean price 1.5, 3 impressions of adomain 'poise.com' with mean price 0.2, 6 impressions of adomain 'popeyes.com' with mean price 0.2, 1 clicks of adomain 'prilosecotc.com', 11 impressions of adomain 'prilosecotc.com' with mean price 1.8, 1 impressions of adomain 'progressive.com' with mean price 0.7, 3 impressions of adomain 'protalitynutrition.com' with mean price 1.2, 1 impressions of adomain 'puffs.com' with mean price 4.7, 1 impressions of adomain 'purosound.com' with mean price 0.2, 1 impressions of adomain 'redwoodmusical.com' with mean price 3.6, 32 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'saucony.com' with mean price 0.2, 1 impressions of adomain 'sbc.edu' with mean price 2.3, 1 impressions of adomain 'scottkialimerick.com' with mean price 0.1, 1 impressions of adomain 'secret.com' with mean price 0.2, 5 impressions of adomain 'simplyorangejuice.com' with mean price 1.9, 1 impressions of adomain 'soundofprofound.com' with mean price 0.3, 2 impressions of adomain 'sourpatchkids.com' with mean price 0.3, 12 impressions of adomain 'stellaartois.com' with mean price 0.3, 1 impressions of adomain 'surveymonkey.com' with mean price 0.5, 5 impressions of adomain 'target.com' with mean price 0.2, 1 impressions of adomain 'teamson.com' with mean price 0.2, 12 impressions of adomain 'textnow.com' with mean price 1.6, 2 impressions of adomain 'thetradedesk.com' with mean price 0.3, 3 impressions of adomain 'tiktok.com' with mean price 1.3, 1 impressions of adomain 'trinityhealthma.org' with mean price 1.6, 3 impressions of adomain 'ubykotex.com' with mean price 0.5, 3 impressions of adomain 'ups.com' with mean price 0.9, 7 impressions of adomain 'vanguard.com' with mean price 0.2, 5 impressions of adomain 'verizon.com' with mean price 0.2, 55 impressions of adomain 'verizonwireless.com' with mean price 0.2, 4 impressions of adomain 'vichyusa.com' with mean price 0.1, 15 impressions of adomain 'vicks.com' with mean price 1.2, 15 impressions of adomain 'wakefern.com' with mean price 0.6, 20 impressions of adomain 'wawa.com' with mean price 0.3, 5 impressions of adomain 'whatisshingles.com' with mean price 0.2, 4 impressions of adomain 'whitecastle.com' with mean price 1.0, 2 impressions of adomain 'xbox.com' with mean price 7.1, 3 impressions of adomain 'zavzpret.com' with mean price 0.1, 5 impressions of adomain 'ziploc.com' with mean price 0.9; 1 sessions in app 'com.easybrain.number.sums.puzzle', 83 ad_requests with mean bid_floor 15.0, 1 impressions of adomain 'amazon.com' with mean price 0.2; 24 sessions in app 'com.gworld.crazyspin', 1932 ad_requests with mean bid_floor 9.4; 5 sessions in app 'com.handmark.expressweather', 17 ad_requests with mean bid_floor 53.7; 63 sessions in app 'com.metropcs.metrozone', 455 ad_requests with mean bid_floor 79.7; 8 sessions in app 'com.mobilityware.GinRummySolitaire', 514 ad_requests with mean bid_floor 11.8, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 1.3, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 3.7; 13 sessions in app 'com.mobilityware.PyramidFree', 874 ad_requests with mean bid_floor 11.0, 1 impressions of adomain 'airsuprahcp.com' with mean price 0.9, 4 impressions of adomain 'albertsons.com' with mean price 2.0, 2 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'fiverr.com' with mean price 4.7, 1 impressions of adomain 'kitchenaid.com' with mean price 0.1, 1 impressions of adomain 'lastpass.com' with mean price 0.9, 6 impressions of adomain 'njm.com' with mean price 1.4, 4 impressions of adomain 'popeyes.com' with mean price 0.4, 7 impressions of adomain 'social-innovation.hitachi' with mean price 5.2, 1 clicks of adomain 'social-innovation.hitachi', 1 impressions of adomain 'southwest.com' with mean price 0.1, 1 impressions of adomain 'thebellevuephl.com' with mean price 0.2, 1 impressions of adomain 'vanguard.com' with mean price 0.1, 5 impressions of adomain 'verizonwireless.com' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 8 sessions in app 'com.mobilityware.Spades', 738 ad_requests with mean bid_floor 9.5, 1 impressions of adomain 'dickssportinggoods.com' with mean price 3.1, 1 impressions of adomain 'fiverr.com' with mean price 2.2; 12 sessions in app 'com.mobilityware.spider', 1026 ad_requests with mean bid_floor 15.2, 1 impressions of adomain 'americanexpress.com' with mean price 4.4, 8 impressions of adomain 'bestbuy.com' with mean price 4.4, 3 impressions of adomain 'booking.com' with mean price 5.0, 2 impressions of adomain 'centrum.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'eastfalls.jefferson.edu' with mean price 0.3, 1 impressions of adomain 'elkay.com' with mean price 6.2, 4 impressions of adomain 'fiverr.com' with mean price 7.9, 1 impressions of adomain 'indeed.com' with mean price 0.1, 1 impressions of adomain 'kawasaki.com' with mean price 3.6, 1 impressions of adomain 'kelloggs.com' with mean price 0.3, 1 impressions of adomain 'magiclinen.com' with mean price 0.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'ocrevus.com' with mean price 0.5, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.1, 2 impressions of adomain 'papajohns.com' with mean price 0.3, 1 impressions of adomain 'paypal.com' with mean price 0.5, 6 impressions of adomain 'priceline.com' with mean price 7.0, 1 impressions of adomain 'robitussin.com' with mean price 0.3, 1 impressions of adomain 'sourpatchkids.com' with mean price 0.6, 1 impressions of adomain 'statefarm.com' with mean price 5.1, 1 impressions of adomain 'tiktok.com' with mean price 1.0, 1 impressions of adomain 'visitmaryland.org' with mean price 1.0, 1 impressions of adomain 'yourradioplace.com' with mean price 0.1; 3 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 44 ad_requests with mean bid_floor 2.7, 1 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'yourradioplace.com' with mean price 0.2; 1 sessions in app 'com.pink.cute.wallpapers', 1 ad_requests with mean bid_floor 5.2; 37 sessions in app 'com.puzzle1studio.go.brickoutshoottheball', 4056 ad_requests with mean bid_floor 63.4; 3 sessions in app 'com.sports.real.golf.rival.online', 92 ad_requests with mean bid_floor 165.5; 3 sessions in app 'com.superplaystudios.dicedreams', 3 ad_requests with mean bid_floor 12.7; 3 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 2.5; 2 sessions in app 'com.wordpz.guesswords.braingame', 174 ad_requests with mean bid_floor 10.2, 1 impressions of adomain 'amazon.com' with mean price 0.3; 1 sessions in app 'download.videobrowser.videobrowser', 15 ad_requests with mean bid_floor 8.8; 2 sessions in app 'in.crossy.daily_crossword', 4 ad_requests with mean bid_floor 17.3; 7 sessions in app 'in.playsimple.wordtrip', 29 ad_requests with mean bid_floor 17.4; 24 sessions in app 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game', 257 ad_requests with mean bid_floor 8.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 360;channel is 'USA/I/bidmachine/com.easybrain.jigsaw.puzzles/False/33';time_since_click_in_hours is 1753;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.115716089767065;partition is 1868;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.scopely.monopolygo_Android_CPI_social_casino_install_abdoul_500k_01_14_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_30d' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'easy.sudoku.puzzle.solver.free_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e16a8136-b37e-464f-8656-a1a92fc99e24;'uuid is '0c2f3165-a11f-4981-a3fb-6c72469291f2';bid_timestamp is '2025-02-07 17:56:59';device_id is 'e16a8136-b37e-464f-8656-a1a92fc99e24';biddate is '2025-02-07';country is 'USA';app is 'com.easybrain.block.puzzle.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 211 ;seller_name is 'easybrain';seller_id is 33;content_type is 'vp';bid_floor is 6.5 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 2992163 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 13;prior_tag_clicks_count is 6 ;time_since_click is '2992148';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 5 ad_requests with mean bid_floor 1.9; 3 sessions in app 'com.MMR.MagmaMazeRun', 324 ad_requests with mean bid_floor 17.1; 56 sessions in app 'com.easybrain.block.puzzle.games', 7100 ad_requests with mean bid_floor 10.0, 11 impressions of adomain 'ableunited.com' with mean price 0.2, 9 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 122 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'amc.com' with mean price 0.2, 9 impressions of adomain 'anheuser-busch.com' with mean price 0.6, 100 impressions of adomain 'ashro.com' with mean price 0.1, 42 impressions of adomain 'astrazeneca.com' with mean price 1.4, 2 impressions of adomain 'autodealsnearyou.com' with mean price 1.1, 32 impressions of adomain 'autonation.com' with mean price 0.1, 2 impressions of adomain 'axsome.com' with mean price 5.7, 2 impressions of adomain 'barillagroup.com' with mean price 0.3, 1 impressions of adomain 'bausch.com' with mean price 0.1, 3 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'belkin.com' with mean price 0.1, 18 impressions of adomain 'bestbuy.com' with mean price 0.5, 149 impressions of adomain 'biktarvy.com' with mean price 0.7, 1 impressions of adomain 'biobidet.com' with mean price 0.1, 4 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 11 impressions of adomain 'budlight.com' with mean price 0.6, 7 impressions of adomain 'caesars.com' with mean price 0.1, 3 impressions of adomain 'cannamd.com' with mean price 0.1, 1 impressions of adomain 'charlestyrwhitt.com' with mean price 0.1, 1 impressions of adomain 'coca-cola.com' with mean price 0.1, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 19 impressions of adomain 'cricketwireless.com' with mean price 0.3, 73 impressions of adomain 'deltafaucet.com' with mean price 0.1, 8 impressions of adomain 'depend.com' with mean price 0.1, 6 impressions of adomain 'directauto.com' with mean price 0.2, 4 impressions of adomain 'discovery.com' with mean price 0.2, 1 impressions of adomain 'disney.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'drinknurri.com' with mean price 0.1, 2 impressions of adomain 'duracell.com' with mean price 0.1, 4 impressions of adomain 'expedia.com' with mean price 0.1, 109 impressions of adomain 'familydollar.com' with mean price 0.1, 3 impressions of adomain 'fepblue.org' with mean price 0.1, 332 impressions of adomain 'freestylelibre.us' with mean price 0.7, 1 impressions of adomain 'futurhealth.com' with mean price 1.6, 2 impressions of adomain 'gillette.com' with mean price 0.3, 30 impressions of adomain 'goldbond.com' with mean price 0.4, 7 impressions of adomain 'goodfoods.com' with mean price 0.1, 4 impressions of adomain 'goodnites.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'greenies.com' with mean price 0.3, 7 impressions of adomain 'haleon.com' with mean price 0.9, 3 impressions of adomain 'havertys.com' with mean price 0.3, 13 impressions of adomain 'henkel-northamerica.com' with mean price 0.7, 9 impressions of adomain 'hillspet.com' with mean price 0.2, 5 impressions of adomain 'hometownfoodcompany.com' with mean price 0.1, 1 impressions of adomain 'honest.com' with mean price 0.2, 3 impressions of adomain 'house-autry.com' with mean price 0.7, 5 impressions of adomain 'huggies.com' with mean price 0.1, 5 impressions of adomain 'illumio.com' with mean price 0.2, 1 impressions of adomain 'ilumya.com' with mean price 0.4, 3 impressions of adomain 'irishspring.com' with mean price 0.1, 2 impressions of adomain 'ivory.com' with mean price 0.4, 42 impressions of adomain 'jazzpharma.com' with mean price 0.2, 10 impressions of adomain 'jerseymikes.com' with mean price 0.1, 1 impressions of adomain 'kellanova.com' with mean price 1.1, 3 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 impressions of adomain 'kimberly-clark.com' with mean price 0.1, 13 impressions of adomain 'kitchenaid.com' with mean price 0.2, 2 impressions of adomain 'kohler.com' with mean price 0.1, 3 impressions of adomain 'lakeviewfarms.com' with mean price 0.1, 14 impressions of adomain 'lenscrafters.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 6 impressions of adomain 'littlecaesars.com' with mean price 0.5, 3 impressions of adomain 'lorealparisusa.com' with mean price 0.2, 21 impressions of adomain 'mccormick.com' with mean price 0.3, 8 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 5 impressions of adomain 'nationalgeographic.org' with mean price 6.1, 4 impressions of adomain 'nestle-watersna.com' with mean price 5.9, 1 impressions of adomain 'neutrogena.com' with mean price 0.1, 1 impressions of adomain 'newpub.co/spades' with mean price 50.0, 314 impressions of adomain 'nurtec.com' with mean price 0.6, 5 impressions of adomain 'nutrafol.com' with mean price 0.1, 2 impressions of adomain 'nyxcosmetics.com' with mean price 0.1, 1 impressions of adomain 'oanda.com' with mean price 0.3, 43 impressions of adomain 'olay.com' with mean price 0.3, 1 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 6 impressions of adomain 'path2college529.com' with mean price 0.1, 1 impressions of adomain 'paypal.com' with mean price 0.7, 79 impressions of adomain 'peacocktv.com' with mean price 0.6, 2 impressions of adomain 'pepcid.com' with mean price 1.4, 7 impressions of adomain 'pepto-bismol.com' with mean price 0.7, 8 impressions of adomain 'pfister.com' with mean price 0.1, 1 impressions of adomain 'pg.com' with mean price 0.3, 4 impressions of adomain 'pgpro.com' with mean price 0.3, 4 impressions of adomain 'philips.com' with mean price 0.1, 7 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.1, 8 impressions of adomain 'poise.com' with mean price 0.1, 2 impressions of adomain 'powerstop.com' with mean price 0.1, 6 impressions of adomain 'prilosecotc.com' with mean price 0.4, 1 impressions of adomain 'proctorsubaru.com' with mean price 0.1, 3 impressions of adomain 'progressive.com' with mean price 0.1, 5 impressions of adomain 'progressivecommercial.com' with mean price 0.1, 45 impressions of adomain 'publix.com' with mean price 1.9, 5 impressions of adomain 'roadscholar.org' with mean price 0.2, 1 impressions of adomain 'royalcanin.com' with mean price 0.1, 4 impressions of adomain 'samsclub.com' with mean price 0.4, 20 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'scottbrand.com' with mean price 0.1, 25 impressions of adomain 'secret.com' with mean price 0.2, 196 impressions of adomain 'shoppersvoice.com' with mean price 0.5, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.1, 11 impressions of adomain 'smuckers.com' with mean price 0.4, 98 impressions of adomain 'starbucks.com' with mean price 0.6, 6 impressions of adomain 'stellaartois.com' with mean price 0.5, 1 impressions of adomain 'stonyfield.com' with mean price 0.4, 4 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'sunnysidemiami.com' with mean price 0.1, 14 impressions of adomain 'surveymonkey.com' with mean price 0.3, 67 impressions of adomain 'takeda.com' with mean price 0.4, 1 impressions of adomain 'thayers.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'theisens.com' with mean price 0.1, 3 impressions of adomain 'thomsonreuters.com' with mean price 0.1, 16 impressions of adomain 'tiktok.com' with mean price 1.7, 1 impressions of adomain 'torkusa.com' with mean price 0.1, 1 impressions of adomain 'ubykotex.com' with mean price 0.4, 152 impressions of adomain 'ulta.com' with mean price 1.4, 18 impressions of adomain 'verizon.com' with mean price 4.4, 13 impressions of adomain 'vicks.com' with mean price 0.4, 10 impressions of adomain 'victoriassecret.com' with mean price 0.1, 1 impressions of adomain 'visitanaheim.org' with mean price 0.1, 1 impressions of adomain 'visitestespark.com' with mean price 0.1, 1 impressions of adomain 'vivistim.com' with mean price 0.6, 1 impressions of adomain 'voranigo.com' with mean price 1.0, 3 impressions of adomain 'vrtx.com' with mean price 0.4, 252 impressions of adomain 'walgreens.com' with mean price 0.6, 38 impressions of adomain 'wawa.com' with mean price 0.5, 6 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'xyzal.com' with mean price 0.2, 19 impressions of adomain 'youtube.com' with mean price 0.4, 1 impressions of adomain 'zerowater.com' with mean price 0.5; 35 sessions in app 'com.fiogonia.spades', 5244 ad_requests with mean bid_floor 30.3; 29 sessions in app 'com.lemongame.freecell.solitaire', 403 ad_requests with mean bid_floor 11.3; 26 sessions in app 'com.loppipoppi.watersort', 1484 ad_requests with mean bid_floor 99.8, 11 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'amerisbank.com' with mean price 0.4, 6 impressions of adomain 'aspercreme.com' with mean price 0.5, 11 impressions of adomain 'astrazeneca.com' with mean price 1.8, 1 impressions of adomain 'carnival.com' with mean price 0.4, 5 impressions of adomain 'chumbacasino.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.1, 5 impressions of adomain 'discovery.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 11 impressions of adomain 'goldbond.com' with mean price 0.9, 1 impressions of adomain 'icyhot.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'la-z-boy.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'metamucil.com' with mean price 0.4, 1 impressions of adomain 'mijenta-tequila.com' with mean price 0.4, 6 impressions of adomain 'nubeqa-us.com' with mean price 2.1, 10 impressions of adomain 'nurtec.com' with mean price 1.2, 16 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.6, 9 impressions of adomain 'petsmart.com' with mean price 0.6, 5 impressions of adomain 'pfister.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'subaru.com' with mean price 0.4, 5 impressions of adomain 'thehersheycompany.com' with mean price 0.4, 6 impressions of adomain 'ulta.com' with mean price 2.1, 1 clicks of adomain 'ulta.com', 1 impressions of adomain 'urbanair.com' with mean price 0.6, 1 impressions of adomain 'vicks.com' with mean price 0.8, 5 impressions of adomain 'voqueznapro.com' with mean price 0.6, 9 impressions of adomain 'walmart.com' with mean price 0.6, 20 impressions of adomain 'wawa.com' with mean price 0.6, 2 impressions of adomain 'wkkellogg.com' with mean price 0.3, 3 impressions of adomain 'xifaxan.com' with mean price 0.9, 1 impressions of adomain 'youtube.com' with mean price 0.3; 33 sessions in app 'com.mobilityware.AddictionSolitaire', 1826 ad_requests with mean bid_floor 25.2, 2 clicks of adomain '9snail.com', 2 impressions of adomain '9snail.com' with mean price 3.9, 2 impressions of adomain 'foodlion.com' with mean price 2.8, 1 impressions of adomain 'healthapplines.com' with mean price 2.0, 2 impressions of adomain 'rivian.com' with mean price 6.7, 1 impressions of adomain 'subaru.com' with mean price 2.6, 4 clicks of adomain 'temu.com', 8 impressions of adomain 'temu.com' with mean price 4.9, 1 clicks of adomain 'underdogfantasy.com', 1 impressions of adomain 'underdogfantasy.com' with mean price 2.6, 1 impressions of adomain 'verizon.com' with mean price 3.3; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 27 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 2 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.sleepybaby.lullabysongs', 16 ad_requests with mean bid_floor 12.6; 52 sessions in app 'com.staplegames.blocksClassicSGGP', 2100 ad_requests with mean bid_floor 19.5; 3 sessions in app 'com.tripledot.woodoku', 15 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 8.6; 1 sessions in app 'com.yolostudio.theimpostor', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'easy.sudoku.puzzle.solver.free', 26 ad_requests with mean bid_floor 8.3, 12 impressions of adomain 'walmart.com' with mean price 1.0; 5 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 13.1; 26 sessions in app 'solitaire.patience.card.games.klondike.free', 506 ad_requests with mean bid_floor 20.0, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'astrazeneca.com' with mean price 0.3, 1 impressions of adomain 'kingsford.com' with mean price 0.5, 1 impressions of adomain 'mikmak.tv' with mean price 0.9, 1 impressions of adomain 'planetfitness.com' with mean price 0.8, 1 impressions of adomain 'redbull.com' with mean price 0.6, 2 impressions of adomain 'wawa.com' with mean price 1.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 831;channel is 'USA/V/bidmachine/com.easybrain.block.puzzle.games/False/33';time_since_click_in_hours is 831;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.039054618412556;partition is 3725;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'easy.sudoku.puzzle.solver.free_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_80']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '6f237b28-7356-424b-9e86-124a3b0c43cf;'uuid is 'adcaae37-e700-40f3-8a8d-94f360808f29';bid_timestamp is '2024-12-28 8:12:53';device_id is '6f237b28-7356-424b-9e86-124a3b0c43cf';biddate is '2024-12-28';country is 'USA';app is 'com.playvalve.dominoes';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 6.8389777411244;target_cpi is 2;campaign is 57716;creative_id is 228773;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'vi';bid_floor is 6.0526 ;min_floor is 6.0526 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 1150133 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.74;prior_theme_impressions_count is 4;prior_tag_clicks_count is 1 ;time_since_click is '2112642';hour is '2024-12-28 08:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'com.PolishGames.FarmPlease', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.5; 24 sessions in app 'com.funcraft.dicewords', 6543 ad_requests with mean bid_floor 23.0, 594 impressions of adomain 'adidas.com' with mean price 0.0, 5 impressions of adomain 'amazon.com' with mean price 0.9, 2 impressions of adomain 'bushbeans.com' with mean price 0.1, 1 impressions of adomain 'bushsbeans.com' with mean price 0.1, 3 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'dapperlane.com' with mean price 0.0, 1 impressions of adomain 'dewalt.com' with mean price 0.0, 3 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'healthwellnessjournal.com' with mean price 3.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.0, 2 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'migraine.com' with mean price 0.6, 2 impressions of adomain 'mobilityware.com/spider' with mean price 3.2, 2 clicks of adomain 'mobilityware.com/spider', 1 impressions of adomain 'paramount.com' with mean price 0.0, 2 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'starz.com' with mean price 0.1, 4 impressions of adomain 'tempursealy.com' with mean price 0.4, 11 impressions of adomain 'temu.com' with mean price 0.6, 1 impressions of adomain 'toyota.com' with mean price 0.1, 1 impressions of adomain 'veozah.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'youtube.com' with mean price 0.0; 38 sessions in app 'com.funcraft.diceyatzy', 9568 ad_requests with mean bid_floor 15.6, 26 impressions of adomain 'adidas.com' with mean price 0.0, 7 impressions of adomain 'amazon.com' with mean price 0.9, 6 impressions of adomain 'bankatcity.com' with mean price 0.1, 5 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'childlifenutrition.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 1 impressions of adomain 'neutrogena.com' with mean price 0.1, 3 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'playtika.com' with mean price 2.1, 2 clicks of adomain 'playtika.com', 1 clicks of adomain 'squareup.com', 1 impressions of adomain 'squareup.com' with mean price 2.5, 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 4 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1; 1 sessions in app 'com.game.foldpuzzle', 6 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.gosub60.sol5', 18 ad_requests with mean bid_floor 3.7, 1 clicks of adomain 'meetme.com', 1 impressions of adomain 'meetme.com' with mean price 12.2, 1 impressions of adomain 'textnow.com' with mean price 0.2; 1 sessions in app 'com.kamagames.pokerist', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.mysterytag.paris', 7 ad_requests with mean bid_floor 44.2; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.potatoplay.mergerestaurant', 11 ad_requests with mean bid_floor 9.0; 5 sessions in app 'com.tripledot.woodoku', 22 ad_requests with mean bid_floor 6.7; 1 sessions in app 'in.crossy.daily_crossword', 4 ad_requests with mean bid_floor 4.4; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 4.1; 10 sessions in app 'in.playsimple.wordtrip', 65 ad_requests with mean bid_floor 15.3; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 2.2; 1 sessions in app 'net.wooga.junes_journey_hidden_object_mystery_game', 14 ad_requests with mean bid_floor 64.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 319;channel is 'USA/V/bidmachine/com.playvalve.dominoes/False/273';time_since_click_in_hours is 587;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.75303994624015;partition is 1403;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(offer)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(offer)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'com.pieyel.scrabble_apps_embeddings_similarity' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.murka.scatterslots_apps_embeddings_similarity' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4d7389ce-32f9-4f65-8523-bcabde92dca9;'uuid is '4d2b4fee-ad64-42e6-bc23-e204d204409c';bid_timestamp is '2024-12-18 12:05:48';device_id is '4d7389ce-32f9-4f65-8523-bcabde92dca9';biddate is '2024-12-18';country is 'USA';app is 'com.peoplefun.wordcross';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 1.82961281388997;target_cpi is 1;campaign is 57621;creative_id is 219049;session_duration is 0 ;seller_name is 'PeopleFun MAX';seller_id is 188;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 5.720894;placement_historical_value is 1.350825;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 26652682 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 0.25;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-18 12:00:00+00:00';day_of_week is '2';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'com.fiogonia.dominoes', 1 ad_requests with mean bid_floor 7.5; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 4.1; 138 sessions in app 'com.peoplefun.wordcross', 72128 ad_requests with mean bid_floor 10.1, 2 impressions of adomain '3m.com' with mean price 0.0, 3 impressions of adomain '5252slot.com' with mean price 0.8, 2 clicks of adomain '5252slot.com', 1 impressions of adomain '815customauto.com' with mean price 0.0, 1 impressions of adomain '909cyber.com' with mean price 0.1, 1 impressions of adomain 'HealthWellnessJournal.com' with mean price 2.3, 1 clicks of adomain 'HealthWellnessJournal.com', 5 impressions of adomain 'Sublocade.com' with mean price 0.6, 1 impressions of adomain 'aarp.org' with mean price 0.1, 1 impressions of adomain 'abapackaging.com' with mean price 0.1, 1 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with mean price 0.2, 1 impressions of adomain 'fortififoodsolutions.com' with mean price 1.8, 1 impressions of adomain 'fragrancenet.com' with mean price 0.1, 4 impressions of adomain 'frontlineeducation.com' with mean price 1.7, 31 impressions of adomain 'ftc.net' with mean price 0.3, 2 impressions of adomain 'fuel-rod.com' with mean price 0.0, 1 impressions of adomain 'furniturerow.com' with mean price 0.0, 2 impressions of adomain 'gannon-scott.com' with mean price 1.8, 1 impressions of adomain 'genesisbraininstitute.com' with mean price 0.1, 1 impressions of adomain 'geofunding.com' with mean price 0.1, 1 impressions of adomain 'getpatch.work' with mean price 0.3, 1 impressions of adomain 'getprog.ai' with mean price 3.6, 1 impressions of adomain 'girlsinc.org' with mean price 0.1, 2 impressions of adomain 'globalrescue.com' with mean price 0.1, 1 impressions of adomain 'godatafeed.com' with mean price 7.2, 17 impressions of adomain 'goodfoods.com' with mean price 0.0, 12 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1 impressions of adomain 'hempz.com' with mean price 0.2, 1 impressions of adomain 'henryfagan.com' with mean price 0.1, 1 impressions of adomain 'hibobbie.com' with mean price 0.0, 1 impressions of adomain 'hillshirefarm.com' with mean price 0.6, 4 impressions of adomain 'hillspet.com' with mean price 0.1, 1 impressions of adomain 'hkbu.edu.hk' with mean price 0.1, 1 impressions of adomain 'hkust.edu.hk' with mean price 0.2, 7 impressions of adomain 'homedepot.com' with mean price 1.2, 1 clicks of adomain 'homeofdreams.nl', 5 impressions of adomain 'homeofdreams.nl' with mean price 3.1, 12 impressions of adomain 'homes.com' with mean price 4.2, 1 impressions of adomain 'homeshows.com' with mean price 0.0, 2 impressions of adomain 'huntington.com' with mean price 0.4, 6 impressions of adomain 'iac360.org' with mean price 0.5, 2 impressions of adomain 'ibj.com' with mean price 0.2, 3 impressions of adomain 'inc.com' with mean price 0.8, 2 impressions of adomain 'indianabcf.org' with mean price 0.1, 1 impressions of adomain 'indium.tech' with mean price 5.4, 1 impressions of adomain 'instantdigi.com' with mean price 0.2, 1 impressions of adomain 'interlinksoftware.com' with mean price 0.1, 1 impressions of adomain 'interotax.com' with mean price 4.1, 1 impressions of adomain 'itrevolution.com' with mean price 0.6, 1 impressions of adomain 'ixcommunities.com' with mean price 0.1, 2 impressions of adomain 'ja.org' with mean price 0.1, 2 impressions of adomain 'jamserviceco.com' with mean price 0.1, 1 impressions of adomain 'jcpenny.com' with mean price 0.0, 2 impressions of adomain 'johnsonsbaby.com' with mean price 0.1, 21 impressions of adomain 'joinandjoin.com' with mean price 0.6, 1 impressions of adomain 'kamiwaza.ai' with mean price 0.0, 7 impressions of adomain 'kay.com' with mean price 0.2, 2 impressions of adomain 'kehe.com' with mean price 0.8, 11 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'kesug.com' with mean price 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1.9, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'livebuildings.com' with mean price 0.1, 1 impressions of adomain 'livenation.com' with mean price 0.0, 1 impressions of adomain 'll.media' with mean price 0.1, 112 impressions of adomain 'lowes.com' with mean price 0.2, 1 impressions of adomain 'magairports.com' with mean price 0.0, 1 impressions of adomain 'magnumpiering.com' with mean price 0.0, 1 impressions of adomain 'mardenaconstruction.com' with mean price 0.2, 1 impressions of adomain 'mars.com' with mean price 0.0, 1 impressions of adomain 'mbbmanagement.com' with mean price 0.1, 1 impressions of adomain 'megafood.com' with mean price 0.0, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mentastic.me' with mean price 0.2, 1 impressions of adomain 'miami.edu' with mean price 0.3, 1 impressions of adomain 'michaeljfox.org' with mean price 0.5, 15 impressions of adomain 'microsoft.com' with mean price 3.6, 1 clicks of adomain 'microsoft.com', 1 impressions of adomain 'midtownhr.com' with mean price 0.0, 1 impressions of adomain 'mikmak.com' with mean price 0.2, 1 impressions of adomain 'milano.com.br' with mean price 0.0, 2 impressions of adomain 'mindgruvemacarta.com' with mean price 0.1, 1 impressions of adomain 'missiontelecom.org' with mean price 5.1, 1 impressions of adomain 'mktgsolutions.com' with mean price 0.2, 1 impressions of adomain 'mms.com' with mean price 0.8, 1 impressions of adomain 'mobile.org' with mean price 0.0, 1 impressions of adomain 'moloco.com' with mean price 0.1, 1 impressions of adomain 'momentmd.com' with mean price 0.0, 33 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'moreaboutsbs.com' with mean price 0.1, 1 impressions of adomain 'motion.com' with mean price 0.2, 1 impressions of adomain 'mrsmeyers.com' with mean price 0.0, 1 impressions of adomain 'musc.edu' with mean price 8.7, 1 impressions of adomain 'myadvocatefinancial.com' with mean price 4.9, 1 impressions of adomain 'myfitnesspal.com' with mean price 0.9, 1 impressions of adomain 'myhumehealth.com' with mean price 0.0, 1 impressions of adomain 'ncais.org' with mean price 0.1, 1 impressions of adomain 'nehra.com' with mean price 0.1, 1 impressions of adomain 'neighborworks.org' with mean price 0.0, 11 impressions of adomain 'nespresso.com' with mean price 0.1, 1 impressions of adomain 'neutrogena.com' with mean price 0.1, 1 impressions of adomain 'newyou.com' with mean price 0.2, 1 impressions of adomain 'nikon.com' with mean price 0.0, 1 impressions of adomain 'northlandtool.com' with mean price 0.2, 2 impressions of adomain 'northwestern.edu' with mean price 0.0, 1 impressions of adomain 'notesyncplus.com' with mean price 0.2, 1 impressions of adomain 'nu.edu' with mean price 3.2, 1 impressions of adomain 'nuclearn.ai' with mean price 0.0, 8 impressions of adomain 'nutrafol.com' with mean price 0.1, 2 impressions 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0.3, 1 impressions of adomain 'quantstampfairfund.com' with mean price 0.3, 1 impressions of adomain 'race4achievement.org' with mean price 2.0, 1 impressions of adomain 'react-iq.com' with mean price 0.0, 1 impressions of adomain 'recognize.com' with mean price 7.7, 1 impressions of adomain 'right-angle.pro' with mean price 0.4, 1 impressions of adomain 'riso.com' with mean price 1.3, 4 impressions of adomain 'roberthalf.com' with mean price 0.0, 4 impressions of adomain 'rolandfoods.com' with mean price 0.1, 4 impressions of adomain 'rothschildmarketing.com' with mean price 0.0, 6 impressions of adomain 'royalcanin.com' with mean price 0.1, 1 impressions of adomain 'rubybrunch.com' with mean price 0.1, 1 impressions of adomain 'rybelsus.com' with mean price 0.8, 4 impressions of adomain 'safefed.org' with mean price 0.3, 1 impressions of adomain 'sagitto.com' with mean price 0.0, 1 impressions of adomain 'salemwomeninnetworking.com' with mean price 0.4, 1 impressions of adomain 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of adomain 'skylight.digital' with mean price 1.9, 7 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 impressions of adomain 'smithmachineandtool.com' with mean price 0.3, 1 impressions of adomain 'solidigm.com' with mean price 0.0, 1 impressions of adomain 'spiky.ai' with mean price 0.0, 1 impressions of adomain 'ssi-schaefer.com' with mean price 2.1, 1 clicks of adomain 'starbucks.com', 4 impressions of adomain 'starbucks.com' with mean price 1.5, 1 impressions of adomain 'stellapop.com' with mean price 0.0, 2 impressions of adomain 'stokeschevy.com' with mean price 0.1, 1 impressions of adomain 'streibco.com' with mean price 0.2, 5 impressions of adomain 'strivectin.com' with mean price 0.2, 8 impressions of adomain 'sublocade.com' with mean price 0.6, 1 impressions of adomain 'substack.com' with mean price 0.1, 1 impressions of adomain 'sunshineace.com' with mean price 0.3, 1 impressions of adomain 'surforsound.com' with mean price 0.0, 1 impressions of adomain 'surveykiwi.com' with mean price 0.0, 10 impressions of adomain 'swampfoxagency.com' with mean price 0.4, 2 impressions of adomain 'tamu.edu' with mean price 1.2, 1 impressions of adomain 'tangiblevalues.com' with mean price 0.2, 1 impressions of adomain 'taylorstrategy.com' with mean price 3.0, 2 impressions of adomain 'tdsynnex.com' with mean price 2.4, 1 impressions of adomain 'teads.com' with mean price 1.6, 1 impressions of adomain 'temptationstreats.com' with mean price 0.0, 7 impressions of adomain 'tempursealy.com' with mean price 0.2, 2 impressions of adomain 'tenantinc.com' with mean price 1.4, 1 impressions of adomain 'thefishercompany.com' with mean price 0.2, 1 impressions of adomain 'theplacementexchange.org' with mean price 0.0, 1 impressions of adomain 'thermalcustompackaging.com' with mean price 0.0, 3 impressions of adomain 'thescea.org' with mean price 0.2, 2 impressions of adomain 'thirdsphere.com' with mean price 0.3, 4 impressions of adomain 'tiktok.com' with mean price 1.2, 2 impressions of adomain 'tjx.com' with mean price 0.0, 3 impressions of adomain 'todaysmilitary.com' with mean price 0.0, 2 impressions of adomain 'topazlabs.com' with mean price 0.5, 2 impressions of adomain 'torkusa.com' with mean price 0.2, 1 impressions of adomain 'toyota.com' with mean price 3.2, 1 impressions of adomain 'transcanwork.org' with mean price 0.1, 1 impressions of adomain 'tresorit.com' with mean price 0.0, 1 impressions of adomain 'tribecatownhomesgp.com' with mean price 0.6, 2 impressions of adomain 'tripleseat.com' with mean price 0.1, 1 impressions of adomain 'truett.edu' with mean price 0.1, 1 impressions of adomain 'tsu.edu' with mean price 0.1, 1 impressions of adomain 'twc.edu' with mean price 10.0, 3 impressions of adomain 'uber.com' with mean price 0.0, 3 impressions of adomain 'ulta.com' with mean price 2.9, 1 clicks of adomain 'ulta.com', 1 impressions of adomain 'ultimatepetnutrition.com' with mean price 0.2, 1 impressions of adomain 'underdogfantasy.com' with mean price 0.5, 1 impressions of adomain 'unfccc.int' with mean price 0.2, 1 impressions of adomain 'unlikelycollaborators.com' with mean price 1.8, 2 impressions of adomain 'upsimples.com' with mean price 0.1, 2 impressions of adomain 'usc.edu' with mean price 1.0, 4 impressions of adomain 'va.gov' with mean price 1.7, 1 impressions of adomain 'vandergraaf.com' with mean price 0.1, 1 impressions of adomain 'vanguard.com' with mean price 0.0, 1 impressions of adomain 'vari.com' with mean price 0.1, 1 impressions of adomain 'vimafoods.com' with mean price 8.6, 13 impressions of adomain 'vsp.com' with mean price 0.1, 1 impressions of adomain 'waittinstitute.org' with mean price 0.0, 5 impressions of adomain 'walgreens.com' with mean price 0.4, 10 impressions of adomain 'walmart.com' with mean price 0.2, 2 impressions of adomain 'warnertelecomm.com' with mean price 0.1, 5 impressions of adomain 'wayfair.com' with mean price 0.6, 1 impressions of adomain 'wcgclinical.com' with mean price 0.1, 2 impressions of adomain 'webmd.com' with mean price 0.2, 2 impressions of adomain 'werner.com' with mean price 1.0, 1 impressions of adomain 'wgulabs.org' with mean price 4.8, 89 clicks of adomain 'whoop.com', 111 impressions of adomain 'whoop.com' with mean price 6.3, 1 impressions of adomain 'wiley.com' with mean price 0.0, 1 impressions of adomain 'williamryanhomes.com' with mean price 0.1, 1 impressions of adomain 'willowoodventures.com' with mean price 0.1, 1 impressions of adomain 'wisecode.ai' with mean price 0.0, 1 impressions of adomain 'wolterskluwer.com' with mean price 0.0, 1 impressions of adomain 'woodmenlife.com' with mean price 0.8, 1 impressions of adomain 'workflows.sk' with mean price 0.0, 1 impressions of adomain 'wurl.com' with mean price 0.8, 1 impressions of adomain 'www.absolutee.shop' with mean price 0.2, 2 impressions of adomain 'www.shein.com' with mean price 0.1, 1 impressions of adomain 'xgolfwpb.com' with mean price 0.1, 2 impressions of adomain 'xifaxan.com' with mean price 0.1, 1 impressions of adomain 'xpanner.com' with mean price 0.0, 1 impressions of adomain 'youtu.be' with mean price 0.1, 1 impressions of adomain 'zerbaxa.com' with mean price 13.2, 3 impressions of adomain 'zero-zone.com' with mean price 0.3; 8 sessions in app 'com.tripledot.woodoku', 55 ad_requests with mean bid_floor 5.3; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 2.8; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 4.1; 21 sessions in app 'in.playsimple.wordtrip', 83 ad_requests with mean bid_floor 31.5; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 2.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 7403;channel is 'USA/I/bidmachine/com.peoplefun.wordcross/False/188';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.262772943524928;partition is 954;segments is ['bloom_com.peoplefun.wordcross_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'bloom_com.peoplefun.wordcross_USA_1d' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'bloom_com.peoplefun.wordcross_USA_7d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.peoplefun.wordcross_USA_30d' 'bloom_com.blackout.spades_USA_1d' 'bloom_com.peoplefun.wordcross_USA_95' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '55c43b6d-ea3b-4ed2-872a-18f76c947984;'uuid is '41c5fe1d-2013-45d6-a734-60fcb915a882';bid_timestamp is '2025-02-11 1:40:46';device_id is '55c43b6d-ea3b-4ed2-872a-18f76c947984';biddate is '2025-02-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 86.1603495542307;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 2.01 ;min_floor is 2.01 ;bidmachine_placement_value is 2;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 11501326 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 3.51;prior_theme_impressions_count is 4;prior_tag_clicks_count is 1 ;time_since_click is '11501493';hour is '2025-02-11 01:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'com.blackout.spades', 248 ad_requests with mean bid_floor 49.4, 1 impressions of adomain 'paramountplus.com' with mean price 1.0; 14 sessions in app 'com.block.juggle', 86 ad_requests with mean bid_floor 33.4; 1 sessions in app 'com.online.huntingsniper', 8 ad_requests with mean bid_floor 54.7; 5 sessions in app 'com.staplegames.solitaireGP', 38 ad_requests with mean bid_floor 94.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3194;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3195;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.960577762283856;partition is 2905;segments is ['com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_31_2025' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.partyup.blockjam_Android_CPA(purchase)_abdoul_V5_Appgrowth_New_100k_12_14_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_1d' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V5_2000k' 'is_segments_com_ttterbagames_businesssimulator_Android_0_cg1_mmp_v5_USA_auto_no_fraud' 'is_segments_com_ttterbagames_businesssimulator_Android_0_cg1_mmp_v5_USA_auto_no_fraud_whitelist_2000k' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'bef7d960-a125-4ec1-9c05-ccab2da3c97b;'uuid is '48c805cd-1081-4937-a9ae-40958d96a3ee';bid_timestamp is '2025-02-07 18:00:03';device_id is 'bef7d960-a125-4ec1-9c05-ccab2da3c97b';biddate is '2025-02-07';country is 'USA';app is 'com.easybrain.jigsaw.puzzles';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'vie';bid_floor is 29.61871 ;min_floor is ;bidmachine_placement_value is 16;placement_historical_value is 29.61871;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'com.DVison.RocketsStack', 7 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.crypt.gram.puzz', 278 ad_requests with mean bid_floor 9.6, 3 impressions of adomain 'amazon.com' with mean price 1.1, 1 impressions of adomain 'go.ingredion.com' with mean price 0.8, 1 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.2, 2 impressions of adomain 'learnings.ai' with mean price 0.2, 1 impressions of adomain 'learnings.com.cn' with mean price 0.1, 3 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'playtika.com' with mean price 0.3, 1 impressions of adomain 'seriously.com' with mean price 0.1, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 8 sessions in app 'com.day.day.good.nice', 363 ad_requests with mean bid_floor 23.0; 2 sessions in app 'com.defender.dude', 7 ad_requests with mean bid_floor 6.4; 180 sessions in app 'com.easybrain.jigsaw.puzzles', 61413 ad_requests with mean bid_floor 13.8, 2 impressions of adomain '1915.com' with mean price 0.3, 1 impressions of adomain '3m.com' with mean price 0.1, 1 impressions of adomain '9snail.com' with mean price 0.0, 3 impressions of adomain 'Sublocade.com' with mean price 0.4, 3 impressions of adomain 'abbottnutrition.com' with mean price 0.7, 1 impressions of adomain 'adequancanine.com' with mean price 1.0, 31 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'admile.com' with mean price 0.4, 6 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 1 impressions of adomain 'allerganeyecare.com' with mean price 1.0, 415 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'americansforprosperity.org' with mean price 0.3, 1 impressions of adomain 'andersonuniversity.edu' with mean price 2.4, 11 impressions of adomain 'anheuser-busch.com' with mean price 0.2, 4 impressions of adomain 'anytimefitness.com' with mean price 0.6, 1 impressions of adomain 'arlo.com' with mean price 0.2, 25 impressions of adomain 'aspercreme.com' with mean price 0.4, 2 impressions of adomain 'astrazeneca.com' with mean price 0.2, 1 impressions of adomain 'autodealsnearyou.com' with mean price 0.9, 3 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'avenlur.com' with mean price 0.2, 1 impressions of adomain 'axsome.com' with mean price 0.6, 6 impressions of adomain 'azaleawomenscenter.com' with mean price 0.3, 1 impressions of adomain 'babybel.com' with mean price 0.3, 3 impressions of adomain 'bacarts.com' with mean price 0.1, 1 impressions of adomain 'baleaf.com' with mean price 0.2, 2 impressions of adomain 'bathandbodyworks.com' with mean price 0.1, 9 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'bidease.com' with mean price 0.0, 2 impressions of adomain 'bidease.com_101931' with mean price 0.1, 2 impressions of adomain 'biocodex.com' with mean price 0.4, 91 impressions of adomain 'bk.com' with mean price 0.3, 2 impressions of adomain 'blackhawknetwork.com' with mean price 0.1, 22 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 1 impressions of adomain 'briviact.com' with mean price 0.2, 67 impressions of adomain 'brother-usa.com' with mean price 0.1, 17 impressions of adomain 'budlight.com' with mean price 0.4, 1 impressions of adomain 'bushbeans.com' with mean price 1.2, 7 impressions of adomain 'campbells.com' with mean price 0.2, 1 impressions of adomain 'campingworld.com' with mean price 0.1, 2 impressions of adomain 'carolsdaughter.com' with mean price 0.1, 2 impressions of adomain 'castrol.com' with mean price 0.9, 1 impressions of adomain 'cat.com' with mean price 0.3, 27 impressions of adomain 'cerave.com' with mean price 0.1, 3 impressions of adomain 'chickensaladchick.com' with mean price 0.2, 1 impressions of adomain 'churchdwight.com' with mean price 0.1, 9 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'coach.com' with mean price 0.6, 29 impressions of adomain 'coca-cola.com' with mean price 1.5, 4 impressions of adomain 'comenity.com' with mean price 0.0, 1 impressions of adomain 'constant-contact.ibfwsl.net' with mean price 0.0, 4 impressions of adomain 'coolray.com' with mean price 0.2, 2 impressions of adomain 'coorslight.com' with mean price 0.7, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 20 impressions of adomain 'covergirl.com' with mean price 0.2, 1 impressions of adomain 'cspire.com' with mean price 2.7, 2 impressions of adomain 'cuisinart.com' with mean price 0.2, 1 impressions of adomain 'culligandiy.com' with mean price 0.5, 1 impressions of adomain 'dbhdd.georgia.gov' with mean price 0.3, 1 impressions of adomain 'deepthought.industries' with mean price 0.0, 1 impressions of adomain 'dentalxp.com' with mean price 0.3, 25 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'directauto.com' with mean price 0.5, 10 impressions of adomain 'discover.com' with mean price 0.3, 1 impressions of adomain 'discovery.com' with mean price 0.1, 1 impressions of adomain 'disney.com' with mean price 0.1, 3 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'dollargeneral.com' with mean price 0.4, 2 impressions of adomain 'doordash.com' with mean price 0.1, 5 impressions of adomain 'dph.georgia.gov' with mean price 0.2, 1 impressions of adomain 'drinkolipop.com' with mean price 0.9, 1 impressions of adomain 'drjart.com' with mean price 0.1, 9 impressions of adomain 'dulcolax.com' with mean price 0.1, 3 impressions of adomain 'duracell.com' with mean price 0.2, 3 impressions of adomain 'dyson.com' with mean price 0.1, 3 impressions of adomain 'enhertu.com' with mean price 0.2, 2 impressions of adomain 'espn.com' with mean price 0.2, 1 impressions of adomain 'essencemediacom.com' with mean price 0.4, 4 impressions of adomain 'esteelauder.com' with mean price 0.1, 2 impressions of adomain 'evkeeza.com' with mean price 0.2, 1 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'exploresetoyota.com' with mean price 0.1, 2 impressions of adomain 'ezhealth.app' with mean price 0.0, 1 impressions of adomain 'fairlife.com' with mean price 2.0, 1 impressions of adomain 'fancysprinkles.com' with mean price 0.6, 2 impressions of adomain 'feedvisor.com' with mean price 0.1, 4 impressions of adomain 'fepblue.org' with mean price 0.1, 8 impressions of adomain 'finishdishwashing.com' with mean price 0.2, 4 impressions of adomain 'firstaidbeauty.com' with mean price 0.0, 1 impressions of adomain 'floridastrawberry.org' with mean price 0.6, 33 impressions of adomain 'fulfilnutrition.com' with mean price 0.1, 1 impressions of adomain 'futurhealth.com' with mean price 0.8, 9 impressions of adomain 'galderma.com' with mean price 0.1, 4 impressions of adomain 'galottery.com' with mean price 0.2, 5 impressions of adomain 'garnierusa.com' with mean price 0.1, 45 impressions of adomain 'geico.com' with mean price 2.5, 1 impressions of adomain 'ghirardelli.com' with mean price 0.3, 1 impressions of adomain 'gnc.com' with mean price 0.2, 49 impressions of adomain 'goldbond.com' with mean price 0.3, 5 impressions of adomain 'goodfoods.com' with mean price 0.1, 3 impressions of adomain 'goodnes.com' with mean price 0.8, 9 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 0.2, 22 impressions of adomain 'gurugame.ai' with mean price 0.0, 28 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hallmarkchannel.com' with mean price 0.1, 8 impressions of adomain 'heritagestore.com' with mean price 0.3, 24 impressions of adomain 'hhs.gov' with mean price 0.3, 41 impressions of adomain 'high5casino.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.3, 12 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'hugoboss.com' with mean price 0.1, 3 impressions of adomain 'hulu.com' with mean price 0.7, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.6, 1 impressions of adomain 'igt.com' with mean price 0.2, 4 impressions of adomain 'ilumya.com' with mean price 0.1, 1 impressions of adomain 'infinitibhm.com' with mean price 0.2, 5 impressions of adomain 'ingrezza.com' with mean price 0.3, 1 impressions of adomain 'injectafer.com' with mean price 0.2, 18 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'investpr.org' with mean price 1.1, 5 impressions of adomain 'izervay.com' with mean price 0.4, 1 impressions of adomain 'janssen.com' with mean price 0.7, 28 impressions of adomain 'jazzpharma.com' with mean price 0.2, 1 impressions of adomain 'jerseymikes.com' with mean price 0.0, 3 impressions of adomain 'jimmydean.com' with mean price 1.3, 2 impressions of adomain 'joinpropel.com' with mean price 0.0, 1 impressions of adomain 'kao.com' with mean price 0.5, 2 impressions of adomain 'kashkick.com' with mean price 0.0, 15 impressions of adomain 'kelloggs.com' with mean price 0.8, 9 impressions of adomain 'kfc.com' with mean price 0.0, 2 impressions of adomain 'kindsnacks.com' with mean price 0.6, 1 impressions of adomain 'kingshawaiian.com' with mean price 0.0, 1 impressions of adomain 'kitchenaid.com' with mean price 0.1, 4 impressions of adomain 'kleenex.com' with mean price 0.1, 1 impressions of adomain 'kroger.com' with mean price 1.0, 2 impressions of adomain 'krusteaz.com' with mean price 0.5, 2 impressions of adomain 'learnings.ai' with mean price 0.0, 29 impressions of adomain 'lenovo.com' with mean price 0.1, 3 impressions of adomain 'libtayo.com' with mean price 0.3, 2 impressions of adomain 'liquid-iv.com' with mean price 0.2, 5 impressions of adomain 'liquiddeath.com' with mean price 0.2, 2 impressions of adomain 'listerine.com' with mean price 0.2, 1 impressions of adomain 'livenation.com' with mean price 0.5, 45 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 1 impressions of adomain 'luckybevco.com' with mean price 0.2, 5 impressions of adomain 'marcus.com' with mean price 0.1, 18 impressions of adomain 'maybelline.com' with mean price 0.1, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 2 impressions of adomain 'mcdonalds.com' with mean price 0.1, 3 impressions of adomain 'meiomi.com' with mean price 0.1, 5 impressions of adomain 'merrell.com' with mean price 0.1, 4 impressions of adomain 'metamucil.com' with mean price 0.8, 2 impressions of adomain 'methodproducts.com' with mean price 0.1, 2 impressions of adomain 'michaeljfox.org' with mean price 0.3, 5 impressions of adomain 'michellesformalwear.com' with mean price 0.7, 22 impressions of adomain 'michelobultra.com' with mean price 0.2, 1 impressions of adomain 'mintmobile.com' with mean price 0.1, 1 impressions of adomain 'mizkan.com' with mean price 1.9, 3 impressions of adomain 'mms.com' with mean price 0.5, 5 impressions of adomain 'mobilityware.com' with mean price 0.0, 20 impressions of adomain 'mondelezinternational.com' with mean price 0.0, 1 impressions of adomain 'montlick.com' with mean price 0.1, 1 impressions of adomain 'moshy-dev.xyz' with mean price 0.1, 1 impressions of adomain 'natrol.com' with mean price 0.7, 1 impressions of adomain 'nescafe.com' with mean price 0.6, 4 impressions of adomain 'nestleusa.com' with mean price 0.4, 7 impressions of adomain 'neutrogena.com' with mean price 0.2, 2 impressions of adomain 'newpub.co/spades' with mean price 50.0, 1 impressions of adomain 'ninjatrader.com' with mean price 0.1, 1 impressions of adomain 'nuedextahcp.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.1, 22 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 7 impressions of adomain 'oattravel.com' with mean price 3.4, 4 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'olly.com' with mean price 0.1, 1 impressions of adomain 'oneaday.com' with mean price 0.4, 1 impressions of adomain 'operationsmile.org' with mean price 0.7, 5 impressions of adomain 'outdoyesterday.com' with mean price 1.4, 3 impressions of adomain 'pandaexpress.com' with mean price 0.1, 6 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 29 impressions of adomain 'paypal.com' with mean price 0.5, 1 impressions of adomain 'peets.com' with mean price 0.3, 2 impressions of adomain 'pepsico.com' with mean price 0.2, 4 impressions of adomain 'persilproclean.com' with mean price 0.2, 1 impressions of adomain 'pfizer.de' with mean price 0.2, 1 impressions of adomain 'philosophy.com' with mean price 0.2, 9 impressions of adomain 'pinchapenny.com' with mean price 2.1, 5 impressions of adomain 'playsimple.in' with mean price 0.0, 15 impressions of adomain 'playtika.com' with mean price 0.1, 8 impressions of adomain 'poise.com' with mean price 0.2, 43 impressions of adomain 'popeyes.com' with mean price 0.8, 1 clicks of adomain 'popeyes.com', 1 impressions of adomain 'powersmartusa.com' with mean price 0.2, 5 impressions of adomain 'powerstop.com' with mean price 0.2, 3 impressions of adomain 'prestigebrands.com' with mean price 0.1, 1 impressions of adomain 'prilosecotc.com' with mean price 0.2, 31 impressions of adomain 'progressive.com' with mean price 0.6, 2 impressions of adomain 'progressivecommercial.com' with mean price 0.1, 2 impressions of adomain 'proof-advertising.com' with mean price 0.1, 4 impressions of adomain 'pull-ups.com' with mean price 0.2, 5 impressions of adomain 'pureology.com' with mean price 0.0, 1 impressions of adomain 'regeneron.com' with mean price 0.1, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.5, 1 impressions of adomain 'roomandboard.com' with mean price 0.1, 2 impressions of adomain 'rovio.com' with mean price 0.0, 5 impressions of adomain 'samsclub.com' with mean price 0.5, 102 impressions of adomain 'samsung.com' with mean price 0.1, 1 impressions of adomain 'schiffvitamins.com' with mean price 0.4, 1 impressions of adomain 'scopely.com' with mean price 0.0, 1 impressions of adomain 'secret.com' with mean price 0.2, 2 impressions of adomain 'shipt.com' with mean price 0.1, 9 impressions of adomain 'shoppersvoice.com' with mean price 0.3, 8 impressions of adomain 'signaturesmiles.com' with mean price 0.2, 4 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 22 impressions of adomain 'simplyorangejuice.com' with mean price 1.9, 1 impressions of adomain 'sling.com' with mean price 0.2, 1 impressions of adomain 'smartrent.com' with mean price 0.4, 6 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'spectrum.com' with mean price 0.4, 13 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'starsandstrikes.com' with mean price 0.8, 1 impressions of adomain 'starz.com' with mean price 0.1, 7 impressions of adomain 'stellaartois.com' with mean price 0.1, 1 impressions of adomain 'stjohnknits.com' with mean price 9.4, 32 impressions of adomain 'subaru.com' with mean price 0.2, 12 impressions of adomain 'surveymonkey.com' with mean price 0.1, 3 impressions of adomain 'target.com' with mean price 0.4, 1 impressions of adomain 'taylorpowergenerators.com' with mean price 0.6, 1 impressions of adomain 'tcsg.edu' with mean price 1.1, 4 impressions of adomain 'textnow.com' with mean price 0.0, 21 impressions of adomain 'thayers.com' with mean price 0.1, 7 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'theisens.com' with mean price 0.1, 1 impressions of adomain 'thermatru.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 1.6, 7 impressions of adomain 'torkusa.com' with mean price 0.1, 3 impressions of adomain 'tremfya.com' with mean price 1.3, 1 impressions of adomain 'tylenol.com' with mean price 0.5, 2 impressions of adomain 'tysonfoods.com' with mean price 0.6, 1 impressions of adomain 'ubykotex.com' with mean price 0.4, 1 impressions of adomain 'ultomiris.com' with mean price 0.4, 1 impressions of adomain 'uphold.com' with mean price 0.0, 68 impressions of adomain 'verizon.com' with mean price 0.2, 1160 impressions of adomain 'verizonwireless.com' with mean price 0.2, 1 clicks of adomain 'verizonwireless.com', 1 impressions of adomain 'vichyusa.com' with mean price 0.1, 7 impressions of adomain 'vicks.com' with mean price 0.4, 1 impressions of adomain 'vidangel.com' with mean price 0.2, 4 impressions of adomain 'vita-fuse.com' with mean price 0.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 10 impressions of adomain 'walgreens.com' with mean price 0.4, 28 impressions of adomain 'walmart.com' with mean price 0.2, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'wawa.com' with mean price 0.3, 1 impressions of adomain 'wbd.com' with mean price 0.1, 2 impressions of adomain 'wendys.com' with mean price 0.0, 14 impressions of adomain 'whatisshingles.com' with mean price 0.1, 2 impressions of adomain 'windex.com' with mean price 0.1, 1 impressions of adomain 'wolverine.com' with mean price 0.3, 2 impressions of adomain 'wooga.com' with mean price 0.0, 1 impressions of adomain 'www.progressivecommercial.com' with mean price 0.0, 3 impressions of adomain 'xeominaesthetic.com' with mean price 0.2, 10 impressions of adomain 'xyzal.com' with mean price 0.2, 1 impressions of adomain 'yahoo.com' with mean price 0.0, 2 impressions of adomain 'zynga.com' with mean price 0.0; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.lucky.tiger.kmagic', 112 ad_requests with mean bid_floor 6.4; 9 sessions in app 'com.newleaf.app.android.victor', 43 ad_requests with mean bid_floor 93.9; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 10.7; 2 sessions in app 'com.shorten', 4 ad_requests with mean bid_floor 1.8; 4 sessions in app 'com.tripledot.woodoku', 15 ad_requests with mean bid_floor 11.0; 8 sessions in app 'com.up.up.study.copper', 154 ad_requests with mean bid_floor 7.6, 1 clicks of adomain 'mistplay.com', 1 impressions of adomain 'mistplay.com' with mean price 18.7, 1 impressions of adomain 'scopely.com' with mean price 35.0; 8 sessions in app 'com.use.specie.scratch.card', 355 ad_requests with mean bid_floor 6.0, 1 impressions of adomain 'appquantum.com' with mean price 6.3, 1 impressions of adomain 'casino.fanduel.com' with mean price 11.2, 1 impressions of adomain 'doordash.com' with mean price 8.6, 2 clicks of adomain 'fancygamestudio.com', 8 impressions of adomain 'fancygamestudio.com' with mean price 11.4, 1 impressions of adomain 'king.com' with mean price 13.2, 1 impressions of adomain 'moonpay.com' with mean price 9.0, 1 impressions of adomain 'wingsoftgame.com' with mean price 11.8; 1 sessions in app 'com.yolostudio.theimpostor', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'free.os.jump.superbros.adventure.world', 4 ad_requests with mean bid_floor 1.6; 1 sessions in app 'in.daily_puzzle.crossword', 13 ad_requests with mean bid_floor 1.8; 12 sessions in app 'in.playsimple.wordtrip', 49 ad_requests with mean bid_floor 11.5; 1 sessions in app 'puzzle.game.find.differences', 12 ad_requests with mean bid_floor 2.1; 2 sessions in app 'solitaire.spider.card.free.mania', 7 ad_requests with mean bid_floor 11.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.easybrain.jigsaw.puzzles/False/33';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.383380223974167;partition is 1017;segments is ['com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.block.juggle_Android_CPA(loop_ipu50)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(loop_ipu50)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_100k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'explore' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '1053efc8-cb7e-4a83-86a5-28250f763e91;'uuid is 'da4972f0-ada2-441e-b959-b91a896eb4de';bid_timestamp is '2025-01-04 17:34:01';device_id is '1053efc8-cb7e-4a83-86a5-28250f763e91';biddate is '2025-01-04';country is 'USA';app is 'com.tripledot.blackjack';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 2.18422137353981;target_cpi is 2;campaign is 57517;creative_id is 219049;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'vie';bid_floor is 0.5406 ;min_floor is 0.5406 ;bidmachine_placement_value is 73.384615;placement_historical_value is 1.759119;third_party_bid_price is ;prior_tag_impressions_count is 36 ;time_since_impression is 120306 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 0.45;prior_theme_impressions_count is 36;prior_tag_clicks_count is 5 ;time_since_click is '389819';hour is '2025-01-04 17:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'ball.sort.color.sorting.puzzle.games', 4 ad_requests with mean bid_floor 8.0; 1 sessions in app 'ball.sort.color.water.puzzle.games', 1 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.blackout.spades', 103 ad_requests with mean bid_floor 31.3; 31 sessions in app 'com.breakingnewsbrief.app', 45 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 12 ad_requests with mean bid_floor 0.2; 3 sessions in app 'com.dna.solitaireapp', 6 ad_requests with mean bid_floor 274.1; 35 sessions in app 'com.fbig.words', 645 ad_requests with mean bid_floor 41.4; 90 sessions in app 'com.fiogonia.spades', 47240 ad_requests with mean bid_floor 32.9; 1 sessions in app 'com.kidultlovin.royalsolitaire', 28 ad_requests with mean bid_floor 12.6, 1 impressions of adomain 'depend.com' with mean price 0.9, 1 impressions of adomain 'pacificfoods.com' with mean price 0.2, 4 impressions of adomain 'walmart.com' with mean price 1.1; 1 sessions in app 'com.otsbet.app', 6 ad_requests with mean bid_floor 0.0; 21 sessions in app 'com.tripledot.blackjack', 1280 ad_requests with mean bid_floor 5.0, 1 clicks of adomain '5252slot.com', 8 impressions of adomain '5252slot.com' with mean price 1.5, 1 impressions of adomain 'davidweekleyhomes.com' with mean price 2.1, 3 clicks of adomain 'metabolicmaintenance.com', 4 impressions of adomain 'metabolicmaintenance.com' with mean price 1.7, 1 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 2.7, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 1.5, 1 impressions of adomain 'newsbreakapp.com' with mean price 1.6, 1 clicks of adomain 'oceancrawler.com', 1 impressions of adomain 'oceancrawler.com' with mean price 1.5, 2 clicks of adomain 'smartlifestyletrends.com', 3 impressions of adomain 'smartlifestyletrends.com' with mean price 3.8, 5 impressions of adomain 'textnow.com' with mean price 4.4, 1 impressions of adomain 'wellnessguide104.com' with mean price 3.6; 2 sessions in app 'com.tripledot.solitaire', 21 ad_requests with mean bid_floor 8.6; 1 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.trivia.star.android', 33 ad_requests with mean bid_floor 44.6; 12 sessions in app 'com.ventogames.findthecat', 48 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.vitastudio.solitaire', 28 ad_requests with mean bid_floor 37.8, 1 impressions of adomain 'orville.com' with mean price 0.2; 1 sessions in app 'daily.number.match.free.puzzle', 6 ad_requests with mean bid_floor 15.2; 2 sessions in app 'find.out.hidden.objects.seek.puzzle.games.free', 13 ad_requests with mean bid_floor 9.0; 1 sessions in app 'in.playsimple.wordsearch', 15 ad_requests with mean bid_floor 3.6; 3 sessions in app 'in.playsimple.wordtrip', 14 ad_requests with mean bid_floor 24.7; 1 sessions in app 'solitaire.arcadegames.freecard.solitaireplus.epic.klodike', 2 ad_requests with mean bid_floor 29.8; 11 sessions in app 'solitaire.card.classic.bgames', 418 ad_requests with mean bid_floor 34.5, 6 impressions of adomain 'adp.com' with mean price 1.0, 1 impressions of adomain 'claritin.com' with mean price 0.3, 1 impressions of adomain 'firsthorizon.com' with mean price 24.6, 1 impressions of adomain 'ja.org' with mean price 0.6, 1 impressions of adomain 'mountain.com' with mean price 0.9, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'orville.com' with mean price 0.4, 1 impressions of adomain 'pepcid.com' with mean price 2.2, 1 impressions of adomain 'pinterest.com' with mean price 15.0, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'williams.com' with mean price 1.9, 1 impressions of adomain 'zayo.com' with mean price 0.6; 1 sessions in app 'solitaire.nostal.cardgame.puzzle', 76 ad_requests with mean bid_floor 26.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 1 sessions in app 'sort.ball.color.puzzle.sorting.tube.game', 18 ad_requests with mean bid_floor 3.5; 2 sessions in app 'spider.solitaire.card.games.free.klondike.patience', 17 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'example.com' with mean price 0.3, 1 impressions of adomain 'google.com' with mean price 0.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 33;channel is 'USA/I/bidmachine/com.tripledot.blackjack/False/197';time_since_click_in_hours is 108;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.206826753186889;partition is 1673;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'HDIP_iOS_USA_WiFi_100_users_LITE' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.Eventyr.WS_apps_embeddings_similarity' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_80' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '0b051740-8bcd-4a2d-9837-cf41f74e92d9;'uuid is '8b6434d3-6ed5-48f9-b8ad-72a1bd825f0d';bid_timestamp is '2025-01-17 21:40:40';device_id is '0b051740-8bcd-4a2d-9837-cf41f74e92d9';biddate is '2025-01-17';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 4.45904174708151;target_cpi is 5.24764569891539;campaign is 57948;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 64 ;time_since_impression is 6804 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.35;prior_theme_impressions_count is 64;prior_tag_clicks_count is 12 ;time_since_click is '260995';hour is '2025-01-17 21:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.charge.them.all', 1 ad_requests with mean bid_floor 0.0; 22 sessions in app 'com.hasbro.riskbigscreen', 705 ad_requests with mean bid_floor 68.5; 1 sessions in app 'com.jura.ball.racing.master', 1 ad_requests with mean bid_floor 0.0; 277 sessions in app 'com.karma.mythwarspuzzles', 1884 ad_requests with mean bid_floor 295.4; 6 sessions in app 'com.puzzle1studio.go.bubblepoporiginpuzzlegame', 100 ad_requests with mean bid_floor 36.4; 1 sessions in app 'com.rpgsnack.shiosai', 1 ad_requests with mean bid_floor 0.0; 85 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3669 ad_requests with mean bid_floor 13.1, 1 clicks of adomain 'newpub.co', 8 impressions of adomain 'newpub.co' with mean price 8.6, 4 clicks of adomain 'newpub.co/spades', 21 impressions of adomain 'newpub.co/spades' with mean price 4.5, 1 impressions of adomain 'peppermint-lips.com' with mean price 9.0, 1 clicks of adomain 'powerplay.studio', 1 impressions of adomain 'powerplay.studio' with mean price 5.4, 1 clicks of adomain 'premierwellnesspicks.com', 1 impressions of adomain 'premierwellnesspicks.com' with mean price 2.9, 1 impressions of adomain 'welloflife.com' with mean price 3.3; 1 sessions in app 'com.spcomes.wnbbg', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.teetoo.grand.gangster.vegas.crime.city.mafia.game', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 6.9; 2 sessions in app 'de.smuttlewerk.fleetbattle', 25 ad_requests with mean bid_floor 52.6; 30 sessions in app 'kjv.bible.kingjamesbible', 1086 ad_requests with mean bid_floor 35.8, 6 impressions of adomain 'allstate.com' with mean price 1.0; 1 sessions in app 'slots.free.slot.machine.casino', 3 ad_requests with mean bid_floor 14.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 72;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.0614196572799633;partition is 372;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd1fa5b53-52f5-4675-9161-3b69b8835024;'uuid is 'ccc15153-8250-47ed-b9c7-83017ac9329a';bid_timestamp is '2025-01-07 0:52:53';device_id is 'd1fa5b53-52f5-4675-9161-3b69b8835024';biddate is '2025-01-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 6.09269253909587;target_cpi is 0.8;campaign is 57765;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 3.2635 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 5.500407;third_party_bid_price is 3.2635;prior_tag_impressions_count is 10 ;time_since_impression is 1107657 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.42;prior_theme_impressions_count is 10;prior_tag_clicks_count is 1 ;time_since_click is '13471075';hour is '2025-01-07 00:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '10 sessions in app 'com.blackout.spades', 816 ad_requests with mean bid_floor 31.3, 1 impressions of adomain 'kelloggs.com' with mean price 1.4, 1 impressions of adomain 'umassglobal.edu' with mean price 0.6; 18 sessions in app 'com.game.space.shooter2', 173 ad_requests with mean bid_floor 0.8; 2 sessions in app 'com.handmark.expressweather', 2 ad_requests with mean bid_floor 79.4; 3 sessions in app 'com.txgames.bubblePopLand', 287 ad_requests with mean bid_floor 15.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 307;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3742;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.87734627739815;partition is 2301;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'fba3e260-ebf0-4359-bae5-5cbe426f4520;'uuid is '5a1b4eeb-0c42-42f7-9b26-ed412efcd374';bid_timestamp is '2025-02-07 17:56:56';device_id is 'fba3e260-ebf0-4359-bae5-5cbe426f4520';biddate is '2025-02-07';country is 'USA';app is 'com.zynga.words3';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'applovin';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 2000 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vp';bid_floor is 29.549267 ;min_floor is 29.549267 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.LoopGames.Domino', 25 ad_requests with mean bid_floor 46.5; 3 sessions in app 'com.bonnie.trafficescape', 27 ad_requests with mean bid_floor 5.6, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 2 impressions of adomain 'paulmitchell.com' with mean price 0.3, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 1.0; 6 sessions in app 'com.ddi', 6 ad_requests with mean bid_floor 6.7; 136 sessions in app 'com.gsn.android.tripeaks', 4756 ad_requests with mean bid_floor 15.0; 1 sessions in app 'com.peoplefun.wordcross', 9 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.pieyel.scrabble', 1 ad_requests with mean bid_floor 15.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.6; 6 sessions in app 'com.tripledot.woodoku', 62 ad_requests with mean bid_floor 9.7; 68 sessions in app 'com.zynga.words3', 7692 ad_requests with mean bid_floor 14.5, 14 impressions of adomain '7-eleven.com' with mean price 0.1, 1 impressions of adomain 'aa.com' with mean price 0.2, 2 impressions of adomain 'abcmouse.com' with mean price 0.0, 1 impressions of adomain 'alamogordonmtrue.com' with mean price 0.1, 3 impressions of adomain 'allianztravelinsurance.com' with mean price 0.1, 12 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'anthropologie.com' with mean price 0.0, 26 impressions of adomain 'apple.com' with mean price 0.0, 12 impressions of adomain 'audible.com' with mean price 0.0, 1 impressions of adomain 'bailbondsdfw.com' with mean price 0.1, 7 impressions of adomain 'bealls.com' with mean price 0.2, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 8 impressions of adomain 'bidease.com' with mean price 0.0, 2 impressions of adomain 'bidease.com_101931' with mean price 0.1, 7 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 3 impressions of adomain 'bocadodallas.com' with mean price 0.0, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 3 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'coca-colacompany.com' with mean price 0.5, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.8, 8 impressions of adomain 'comenity.com' with mean price 0.0, 1 impressions of adomain 'converse.edu' with mean price 1.4, 1 impressions of adomain 'costco.com' with mean price 0.1, 1 impressions of adomain 'cuisinart.com' with mean price 0.0, 1 impressions of adomain 'cveep.org' with mean price 0.1, 1 impressions of adomain 'dave.com' with mean price 0.0, 1 impressions of adomain 'ddb.com' with mean price 0.0, 1 impressions of adomain 'discovery.com' with mean price 0.3, 42 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'ecarone.com' with mean price 0.1, 6 impressions of adomain 'enerjoy.life' with mean price 0.0, 1 impressions of adomain 'exelixis.com' with mean price 0.1, 1 impressions of adomain 'extclaims.com' with mean price 1.3, 1 impressions of adomain 'extendedstayamerica.com' with mean price 0.1, 2 impressions of adomain 'falcongames.com.vn' with mean price 0.0, 79 impressions of adomain 'familydollar.com' with mean price 0.1, 1 impressions of adomain 'fanoutfitters.com' with mean price 0.5, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.2, 1 impressions of adomain 'fetch.com' with mean price 0.1, 1 impressions of adomain 'frostbank.com' with mean price 0.1, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.1, 1 impressions of adomain 'gnc.com' with mean price 0.1, 1 impressions of adomain 'goodfoods.com' with mean price 0.0, 1 impressions of adomain 'grainger.com' with mean price 0.9, 26 impressions of adomain 'healthy.kaiserpermanente.org' with mean price 0.0, 2 impressions of adomain 'homedepot.com' with mean price 0.0, 5 impressions of adomain 'hormelfoods.com' with mean price 0.3, 2 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'info.nu.edu' with mean price 1.0, 5 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'intuit.com' with mean price 0.1, 9 impressions of adomain 'investor.vanguard.com' with mean price 0.0, 3 impressions of adomain 'janssen.com' with mean price 0.6, 2 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 2 impressions of adomain 'justdice.io' with mean price 0.0, 4 impressions of adomain 'justplayapps.com' with mean price 0.0, 1 impressions of adomain 'justworks.com' with mean price 1.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 3 impressions of adomain 'kidultlovin.com' with mean price 0.0, 2 impressions of adomain 'learnings.ai' with mean price 0.0, 5 impressions of adomain 'leatherman.com' with mean price 0.1, 1 impressions of adomain 'lenscrafters.com' with mean price 0.0, 2 impressions of adomain 'lets.shop' with mean price 0.1, 6 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 9 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 2 impressions of adomain 'nclhltd.com' with mean price 1.6, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 1 impressions of adomain 'odu.edu' with mean price 1.6, 22 impressions of adomain 'opendoor.com' with mean price 0.0, 2 impressions of adomain 'oxo.com' with mean price 0.1, 40 impressions of adomain 'papayagaming.com' with mean price 0.0, 72 impressions of adomain 'papier.com' with mean price 0.1, 1 impressions of adomain 'parkcitiescdjr.com' with mean price 0.1, 1 impressions of adomain 'peacocktv.com' with mean price 0.1, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 7 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'playtowingames.net' with mean price 0.0, 22 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'pocketfm.com' with mean price 0.0, 4 impressions of adomain 'priceline.com' with mean price 0.0, 1 impressions of adomain 'pureology.com' with mean price 0.0, 1 impressions of adomain 'rovio.com' with mean price 0.0, 3 impressions of adomain 'samsung.com' with mean price 0.1, 11 impressions of adomain 'scientificgames.com' with mean price 10.4, 5 clicks of adomain 'scientificgames.com', 26 impressions of adomain 'scotts.com' with mean price 0.1, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 4 impressions of adomain 'siriusxm.com' with mean price 0.1, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'sonesta.com' with mean price 0.0, 3 impressions of adomain 'spineteamtexas.com' with mean price 0.1, 16 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'texasable.org' with mean price 0.3, 20 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 21 impressions of adomain 'tjx.com' with mean price 0.1, 8 impressions of adomain 'tomesautogroup.com' with mean price 1.2, 3 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 56 impressions of adomain 'txu.com' with mean price 0.1, 1 impressions of adomain 'ulta.com' with mean price 0.0, 2 impressions of adomain 'venturex.com' with mean price 0.2, 1 impressions of adomain 'visitcos.com' with mean price 0.0, 1 impressions of adomain 'visitelpaso.com' with mean price 0.1, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 5 impressions of adomain 'walgreens.com' with mean price 0.4, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'winstar.com' with mean price 0.0, 1 impressions of adomain 'wyndhamhotels.com' with mean price 0.1; 1 sessions in app 'in.WordSearch.WordBliss', 14 ad_requests with mean bid_floor 17.4; 3 sessions in app 'in.playsimple.tripcross', 23 ad_requests with mean bid_floor 11.3; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 2.9; 11 sessions in app 'in.playsimple.wordtrip', 172 ad_requests with mean bid_floor 24.9; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 8.2; 1 sessions in app 'water.sort.puzzle.game.color.sorting.free', 7 ad_requests with mean bid_floor 2.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/com.zynga.words3/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.00807725693593253;partition is 2301;segments is ['com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'bloom_com.zynga.words3_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'dcd8d7a5-dcda-48a5-92a9-585ca010f8d9;'uuid is 'a9b9b90d-3948-4bec-be00-0b1662908553';bid_timestamp is '2024-12-27 3:54:37';device_id is 'dcd8d7a5-dcda-48a5-92a9-585ca010f8d9';biddate is '2024-12-27';country is 'USA';app is 'com.luckycard.scratch.jackpot.kit.symphony';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.76248497335422;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Starve AppMaster2023';seller_id is 466;content_type is 'vi';bid_floor is 3.71999999999999 ;min_floor is 0.0106 ;bidmachine_placement_value is 2.344391;placement_historical_value is 3.097655;third_party_bid_price is 3.71999999999999;prior_tag_impressions_count is 4 ;time_since_impression is 754473 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.82;prior_theme_impressions_count is 4;prior_tag_clicks_count is 5 ;time_since_click is '754438';hour is '2024-12-27 03:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '7 sessions in app 'air.com.bitrhymes.bingo', 121 ad_requests with mean bid_floor 15.3; 7 sessions in app 'beetles.puzzle.solitaire', 1171 ad_requests with mean bid_floor 22.3, 1 impressions of adomain '7-eleven.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'callapp.com' with mean price 0.2, 1 impressions of adomain 'carnival.com' with mean price 0.1, 1 impressions of adomain 'chevrolet.com' with mean price 0.1, 1 impressions of adomain 'claconnect.com' with mean price 0.2, 1 impressions of adomain 'colgate.com' with mean price 0.2, 8 impressions of adomain 'discover.com' with mean price 0.5, 2 impressions of adomain 'dnb.com' with mean price 0.1, 1 impressions of adomain 'ftc.net' with mean price 0.1, 16 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'instacart.com' with mean price 1.2, 2 impressions of adomain 'jnjinnovation.com' with mean price 0.3, 3 impressions of adomain 'operationsmile.org' with mean price 0.1, 2 impressions of adomain 'petaquaticswarehouse.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 4 impressions of adomain 'pura.com' with mean price 0.3, 1 impressions of adomain 'subaru.com' with mean price 0.1, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.3, 2 impressions of adomain 'uscellular.com' with mean price 0.1, 3 impressions of adomain 'walgreens.com' with mean price 1.0; 6 sessions in app 'com.amaze.game.bingo.gp', 122 ad_requests with mean bid_floor 7.0; 1 sessions in app 'com.auto.twenty.load', 5 ad_requests with mean bid_floor 2.0; 3 sessions in app 'com.bears.rain.instead.technique', 21 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.bhe.tiles', 28 ad_requests with mean bid_floor 48.5; 4 sessions in app 'com.bingo.legends.game', 8 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.cardgame.solitaire.fishdom', 6 ad_requests with mean bid_floor 5.9; 7 sessions in app 'com.cooking.bingo.ldkwh', 21 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.cozy7fruity.game', 3 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.drillsoftwell.bingo', 253 ad_requests with mean bid_floor 1.6, 2 impressions of adomain 'homes.com' with mean price 3.0, 1 clicks of adomain 'numerator.com', 1 impressions of adomain 'numerator.com' with mean price 2.3; 1 sessions in app 'com.enflick.android.TextNow', 1 ad_requests with mean bid_floor 110.0; 1 sessions in app 'com.facility.interested.devel', 63 ad_requests with mean bid_floor 12.7; 1 sessions in app 'com.farmadventure.global', 9 ad_requests with mean bid_floor 78.4; 1 sessions in app 'com.fc.bus.away.traffic.jam', 35 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.fiogonia.spades', 8 ad_requests with mean bid_floor 12.6; 2 sessions in app 'com.funtomic.matchmasters', 6 ad_requests with mean bid_floor 116.3; 2 sessions in app 'com.gimica.solitaireverse', 100 ad_requests with mean bid_floor 8.0, 2 impressions of adomain 'textnow.com' with mean price 0.2; 2 sessions in app 'com.gimica.sugarmatch', 110 ad_requests with mean bid_floor 37.9, 1 impressions of adomain 'tysonfoodservice.com' with mean price 1.3, 12 impressions of adomain 'vaccines.gov' with mean price 1.0; 2 sessions in app 'com.goods.master3d.triple.puzzle', 106 ad_requests with mean bid_floor 124.7; 11 sessions in app 'com.habit.record.reward.tracker', 21 ad_requests with mean bid_floor 4.3; 2 sessions in app 'com.handmark.expressweather', 4 ad_requests with mean bid_floor 73.0; 4 sessions in app 'com.hideseek.tilematchrush', 174 ad_requests with mean bid_floor 30.9; 3 sessions in app 'com.hideseek.vocabventure', 388 ad_requests with mean bid_floor 25.5; 16 sessions in app 'com.hossien.grass.tile.win', 1909 ad_requests with mean bid_floor 3.4; 3 sessions in app 'com.jelly.tile.sparkle.fun.breeze', 800 ad_requests with mean bid_floor 19.3; 18 sessions in app 'com.justplay.app', 126 ad_requests with mean bid_floor 1.3; 7 sessions in app 'com.king.candycrushjellysaga', 13 ad_requests with mean bid_floor 4.9; 2 sessions in app 'com.kiwifun.game.android.wordsearch.puzzles', 65 ad_requests with mean bid_floor 15.1; 8 sessions in app 'com.luckycard.scratch.jackpot.kit.symphony', 1263 ad_requests with mean bid_floor 17.5, 1 impressions of adomain 'governorofpoker.com' with mean price 2.2, 1 clicks of adomain 'jorisson.com', 1 impressions of adomain 'jorisson.com' with mean price 3.0, 1 clicks of adomain 'mobilityware.com/spider', 2 impressions of adomain 'mobilityware.com/spider' with mean price 2.3, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 3.4, 3 clicks of adomain 'playtowingames.net', 5 impressions of adomain 'playtowingames.net' with mean price 14.9; 3 sessions in app 'com.money.time', 18 ad_requests with mean bid_floor 16.2; 2 sessions in app 'com.moon.dental.whether.origin', 833 ad_requests with mean bid_floor 4.1, 1 clicks of adomain 'benjaminone.com', 5 impressions of adomain 'benjaminone.com' with mean price 4.4, 1 impressions of adomain 'pixel.green' with mean price 9.9; 3 sessions in app 'com.ocean.database', 20 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 5.8; 5 sessions in app 'com.platinumplayer.word.addict', 672 ad_requests with mean bid_floor 11.8, 1 impressions of adomain 'farmmachineryshow.org' with mean price 0.5, 1 impressions of adomain 'newpub.co' with mean price 11.2, 1 impressions of adomain 'prizegrab.com' with mean price 9.6, 1 clicks of adomain 'ranx528.github.io', 1 impressions of adomain 'ranx528.github.io' with mean price 9.2, 1 impressions of adomain 'tiktok.com' with mean price 1.4; 15 sessions in app 'com.playvalve.dominoes', 11731 ad_requests with mean bid_floor 75.5; 5 sessions in app 'com.playvalve.spades', 905 ad_requests with mean bid_floor 76.4; 4 sessions in app 'com.playvalve.watersort', 453 ad_requests with mean bid_floor 90.2, 1 impressions of adomain 'consumertestconnect.com' with mean price 12.0; 6 sessions in app 'com.sea.match.abyssal.tiles', 498 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.set.starry.plain', 23 ad_requests with mean bid_floor 1.0; 4 sessions in app 'com.solihav.android.taireen', 69 ad_requests with mean bid_floor 4.1; 7 sessions in app 'com.spades.win.cash', 126 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.sweetbingo.bonanzagame.fancyvaults.lucky', 1369 ad_requests with mean bid_floor 21.7; 2 sessions in app 'com.tonia.shelf.match.money.market.gain', 783 ad_requests with mean bid_floor 14.3, 1 impressions of adomain 'mistplay.com' with mean price 2.2, 1 clicks of adomain 'playtowingames.net', 1 impressions of adomain 'playtowingames.net' with mean price 5.2, 1 impressions of adomain 'scientificgames.com' with mean price 2.2, 1 impressions of adomain 'wsj.com' with mean price 4.7; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 12.8; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.7; 5 sessions in app 'com.ultimate.tournament', 444 ad_requests with mean bid_floor 30.8; 7 sessions in app 'com.use.specie.scratch.card', 192 ad_requests with mean bid_floor 6.3; 2 sessions in app 'com.wildcard.classicspades', 83 ad_requests with mean bid_floor 3.7, 1 impressions of adomain 'haleon.com' with mean price 0.4, 2 impressions of adomain 'pentlyconger.com' with mean price 0.6; 8 sessions in app 'com.word.madness', 89 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.wordgame.words.towin.cash.rewardify', 111 ad_requests with mean bid_floor 11.6; 10 sessions in app 'gXYLCdf9b3cTEU8m3WIexAW-m9ituMUFU2e_3V6v3oK1XuSc_yDynrinsjsFVINe', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 4.1; 1 sessions in app 'in.playsimple.tripcross', 90 ad_requests with mean bid_floor 6.5; 6 sessions in app 'in.playsimple.wordbingo', 160 ad_requests with mean bid_floor 18.8; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 4.8; 4 sessions in app 'in.playsimple.wordtrip', 23 ad_requests with mean bid_floor 17.4; 7 sessions in app 'live.party.bingo.free.vegas.online.jackpot.casino.game', 48 ad_requests with mean bid_floor 4.1; 2 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 326 ad_requests with mean bid_floor 1.6; 3 sessions in app 'words.puzzle.wordgame.free.connect', 372 ad_requests with mean bid_floor 11.2, 1 clicks of adomain 'benjaminone.com', 1 impressions of adomain 'benjaminone.com' with mean price 7.5, 1 impressions of adomain 'jorisson.com' with mean price 0.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 209;channel is 'USA/V/bidmachine/com.luckycard.scratch.jackpot.kit.symphony/False/466';time_since_click_in_hours is 210;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.943766382212014;partition is 596;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '3e307281-3760-4364-af9d-61f0909aaaf6;'uuid is '92e71331-5b22-40fe-8346-5867abde914d';bid_timestamp is '2025-01-18 18:40:10';device_id is '3e307281-3760-4364-af9d-61f0909aaaf6';biddate is '2025-01-18';country is 'USA';app is 'com.concretesoftware.spades_demobuynow';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 11.982733739183;target_cpi is 0.421847027861943;campaign is 58068;creative_id is 229286;session_duration is 0 ;seller_name is 'Concrete Software';seller_id is 270;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 283.928572;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 180081 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.61;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '180075';hour is '2025-01-18 18:00:00+00:00';day_of_week is '5';os_version is 11;user_behavior_stats_in_past is '1 sessions in app 'com.block.juggle', 1 ad_requests with mean bid_floor 0.0; 12 sessions in app 'com.concretesoftware.spades_demobuynow', 94 ad_requests with mean bid_floor 22.4, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 22.5; 6 sessions in app 'com.tripledot.solitaire', 1624 ad_requests with mean bid_floor 1.6, 2 impressions of adomain 'productmadness.com' with mean price 0.9, 2 impressions of adomain 'sharecare.com' with mean price 0.8, 2 impressions of adomain 'subaru.com' with mean price 0.5; 4 sessions in app 'com.zynga.livepoker', 12 ad_requests with mean bid_floor 48.4; 1 sessions in app 'in.playsimple.wordtrip', 14 ad_requests with mean bid_floor 15.0; 1 sessions in app 'puzzle.blockpuzzle.cube.relax', 1 ad_requests with mean bid_floor 2.5; 5 sessions in app 'slots.pcg.casino.games.free.android', 47 ad_requests with mean bid_floor 287.7; 2 sessions in app 'st.ows.chess', 16 ad_requests with mean bid_floor 2.6, 2 impressions of adomain 'productmadness.com' with mean price 1.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 50;channel is 'USA/I/bidmachine/com.concretesoftware.spades_demobuynow/False/270';time_since_click_in_hours is 50;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.96685914570397;partition is 4020;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '649f4434-02ee-455d-bdcf-77ed2b4130fa;'uuid is '9351dced-4b4c-40ad-8c79-78322e283612';bid_timestamp is '2025-02-04 3:26:20';device_id is '649f4434-02ee-455d-bdcf-77ed2b4130fa';biddate is '2025-02-04';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 10.9896585398335;target_cpi is 2;campaign is 58210;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 30.916667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 70 ;time_since_impression is 1548689 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.96;prior_theme_impressions_count is 70;prior_tag_clicks_count is 28 ;time_since_click is '1548658';hour is '2025-02-04 03:00:00+00:00';day_of_week is '1';os_version is 11;user_behavior_stats_in_past is '1 sessions in app 'animal.connect.relax.match.puzzle', 40 ad_requests with mean bid_floor 58.1; 4 sessions in app 'ball.sort.color.sorting.puzzle.games', 280 ad_requests with mean bid_floor 48.8; 2 sessions in app 'com.DifLabs.Differences', 12 ad_requests with mean bid_floor 173.5; 1 sessions in app 'com.MalyaWka.WordAndCrush.Stacks', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.SuperBlockGames.TettyBlock', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.TrofyGames.UboatAttack', 42 ad_requests with mean bid_floor 3.0; 9 sessions in app 'com.alien.shooter.galaxy.attack', 132 ad_requests with mean bid_floor 10.0; 1 sessions in app 'com.amrita.collegestory', 1 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.astraware.numbercross', 7 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.averina.puzzleanimals_free', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.beauty.tile.match.game', 6 ad_requests with mean bid_floor 4.3; 4 sessions in app 'com.bigcake.android.solitairefish', 8 ad_requests with mean bid_floor 0.0; 22 sessions in app 'com.block.big.dream', 517 ad_requests with mean bid_floor 2.2, 1 impressions of adomain 'track.safedriverewards.com' with mean price 0.2; 1 sessions in app 'com.botbrain.personal_ais', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.content.writing.assistant.ai', 3 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.cute.match.game', 149 ad_requests with mean bid_floor 3.6, 1 impressions of adomain 'ads.netapop.com' with mean price 0.7, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.1, 1 impressions of adomain 'mycyberdefensehq.com' with mean price 0.6, 1 impressions of adomain 'myshinytime.biz' with mean price 1.5, 2 impressions of adomain 'pentlyconger.com' with mean price 0.8, 1 impressions of adomain 'usgift.wilfoer.space' with mean price 0.4, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.6, 1 impressions of adomain 'yoursecurenetguard.com' with mean price 0.9; 8 sessions in app 'com.cy.FairyTaleKingdomMergeGame', 8 ad_requests with mean bid_floor 5.2; 24 sessions in app 'com.econogames.bible.wordsearch.gp', 971 ad_requests with mean bid_floor 21.6, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'brightmoreofsouthcharlotte.com' with mean price 0.5, 3 impressions of adomain 'marshallhealth.org' with mean price 0.4; 3 sessions in app 'com.egg.hunt.easter.egg.sort.ball.sort', 3 ad_requests with mean bid_floor 46.2; 1 sessions in app 'com.elite.sniper.attack.modern.gun', 1 ad_requests with mean bid_floor 0.0; 62 sessions in app 'com.epicwalls.wallpaper.app', 8122 ad_requests with mean bid_floor 30.7; 1 sessions in app 'com.eshigames.hajwalasimulator1', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.faceapp.faceretouch.aifaceeditor', 2 ad_requests with mean bid_floor 117.7; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 2.1; 2 sessions in app 'com.fiogonia.yatzy', 82 ad_requests with mean bid_floor 53.9; 4 sessions in app 'com.game.space.shooter2', 108 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.game.unravelme', 17 ad_requests with mean bid_floor 1.9; 15 sessions in app 'com.gamovation.triplemahjong', 558 ad_requests with mean bid_floor 0.3; 2 sessions in app 'com.hit.master', 64 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'owllabs.com' with mean price 0.2; 3 sessions in app 'com.intensedev.classicsolitaire.gp', 72 ad_requests with mean bid_floor 40.0; 11 sessions in app 'com.kds.balls.sort.puzzles', 15 ad_requests with mean bid_floor 85.7; 1 sessions in app 'com.magicdoodleart.quickdrawingapp', 4 ad_requests with mean bid_floor 85.1; 25 sessions in app 'com.magnify.sharp.sight', 5771 ad_requests with mean bid_floor 30.8; 29 sessions in app 'com.mahjong.solitaire.tile.pair.match', 596 ad_requests with mean bid_floor 2.9, 1 impressions of adomain 'adidas.com' with mean price 0.1, 26 impressions of adomain 'amazon.com' with mean price 0.2, 6 impressions of adomain 'cox.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 3 impressions of adomain 'mdanderson.org' with mean price 0.5, 1 clicks of adomain 'newpub.co/watersort', 1 impressions of adomain 'newpub.co/watersort' with mean price 1.1, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'pentlyconger.com' with mean price 0.1, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'santanderus.com' with mean price 0.1, 2 impressions of adomain 'wendys.com' with mean price 0.0, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 5 impressions of adomain 'xifaxan.com' with mean price 0.8; 2 sessions in app 'com.maingame.newgame.tictactoe', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.miniit.save.the.guy.game', 79 ad_requests with mean bid_floor 55.7; 7 sessions in app 'com.mnogogames.triviascapes', 236 ad_requests with mean bid_floor 8.7; 1 sessions in app 'com.mpesynth.app', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.neat.security.file', 12 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newstory.IdleDrawEarth', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.oczma.smarter', 5 ad_requests with mean bid_floor 0.0; 12 sessions in app 'com.opgames.mahjongtile.gp', 1159 ad_requests with mean bid_floor 35.4, 1 clicks of adomain 'block.yyplaygames.com', 1 impressions of adomain 'block.yyplaygames.com' with mean price 56.9, 1 impressions of adomain 'oneaday.com' with mean price 0.9; 4 sessions in app 'com.os.space.force.galaxy.alien', 161 ad_requests with mean bid_floor 112.3; 1 sessions in app 'com.pgzng.timer', 8 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.pop.happy.art.jigsaw.puzzle.free.game', 7 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.rescue.agent', 97 ad_requests with mean bid_floor 29.7; 1 sessions in app 'com.sbitsoft.guesswordhint', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.screw.nut.wood.puzzle', 8 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.single.line.drawing.puzzle', 435 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.snakepuzzle.game', 2 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.sniper.shooter.wild.ssw', 226 ad_requests with mean bid_floor 77.5; 13 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 472 ad_requests with mean bid_floor 9.0, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 20.0; 3 sessions in app 'com.stgame.app.onnect', 26 ad_requests with mean bid_floor 49.1; 3 sessions in app 'com.stick.battle.mighty.tower.clash', 37 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.sticksports.sticktennistour', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.sujan.sujansathi', 8 ad_requests with mean bid_floor 0.0; 8 sessions in app 'com.superaid.bricksbreakerballs', 80 ad_requests with mean bid_floor 88.7; 1 sessions in app 'com.tile.trip.triple.match.connect.puzzle', 17 ad_requests with mean bid_floor 82.1; 39 sessions in app 'com.trashbuster.cleanhyper', 2047 ad_requests with mean bid_floor 8.0; 1 sessions in app 'com.trending.tik.tap.game.challenge', 8 ad_requests with mean bid_floor 35.1; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 3.1; 4 sessions in app 'com.tripledot.tile.dynasty', 123 ad_requests with mean bid_floor 9.1, 1 impressions of adomain 'alenusa.com' with mean price 1.6, 4 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'coolray.com' with mean price 0.5, 1 impressions of adomain 'dareybrands.com' with mean price 0.6, 1 impressions of adomain 'delawarepark.betrivers.com' with mean price 0.5, 2 impressions of adomain 'enspryng.com' with mean price 0.3, 1 impressions of adomain 'goodnites.com' with mean price 0.5, 3 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'harrington.betrivers.com' with mean price 0.4, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 5 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.5, 1 impressions of adomain 'pura.com' with mean price 0.5, 3 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'scottbrand.com' with mean price 0.7, 1 impressions of adomain 'starbucks.com' with mean price 1.0, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'walmart.com' with mean price 1.3, 1 impressions of adomain 'zerowater.com' with mean price 0.7; 3 sessions in app 'com.tripledot.woodoku', 26 ad_requests with mean bid_floor 7.1; 2 sessions in app 'com.veraxen.ftd', 20 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.videomedia.photovideomaker.slideshow', 2 ad_requests with mean bid_floor 84.1; 5 sessions in app 'com.vitastudio.spider', 22 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.ybs.color.balls.sort.puzzle', 1 ad_requests with mean bid_floor 5.2; 18 sessions in app 'com.zm.balls', 791 ad_requests with mean bid_floor 2.4, 7 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'chipsahoy.com' with mean price 0.1, 2 impressions of adomain 'depend.com' with mean price 0.1, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 2 impressions of adomain 'homes.com' with mean price 0.0, 18 impressions of adomain 'hp.com' with mean price 0.2, 1 impressions of adomain 'mcdonalds.com' with mean price 0.1, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'podcast.com' with mean price 0.1, 2 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'tkcholdings.com' with mean price 0.3, 22 impressions of adomain 'verizon.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.1, 7 impressions of adomain 'wendys.com' with mean price 0.0, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1; 5 sessions in app 'find.easy.hidden.differences', 56 ad_requests with mean bid_floor 6.1; 11 sessions in app 'find.spot.fun.relax.difference', 518 ad_requests with mean bid_floor 39.4; 14 sessions in app 'games.burny.color.sort.woody.puzzle', 854 ad_requests with mean bid_floor 51.9, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'dailybenefits.co' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'pa.betrivers.com' with mean price 0.6, 1 impressions of adomain 'textnow.com' with mean price 0.0; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 4.4; 5 sessions in app 'in.playsimple.triple.tile.matchgame.pair.three.puzzle.object.royale', 193 ad_requests with mean bid_floor 18.1; 6 sessions in app 'in.playsimple.wordtrip', 16 ad_requests with mean bid_floor 18.8; 8 sessions in app 'jp.co.goodroid.hyper.sortpuzzle.hexa', 198 ad_requests with mean bid_floor 0.8, 1 impressions of adomain 'admile.com' with mean price 0.2, 3 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'bbumgames.com' with mean price 0.0, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bigo.tv' with mean price 0.0, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 4 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'morganandco.com' with mean price 0.2, 3 impressions of adomain 'myshinytime.biz' with mean price 0.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 4 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 6 impressions of adomain 'progressive.com' with mean price 0.2, 3 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 1 impressions of adomain 'southwest.com' with mean price 0.2, 4 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0; 3 sessions in app 'mobi.redstonegames.mahjongsolitaire', 4 ad_requests with mean bid_floor 4.2; 16 sessions in app 'neon.pro.mob', 111 ad_requests with mean bid_floor 2.4; 1 sessions in app 'photoeditor.photocollage.ai.editor.photoart', 4 ad_requests with mean bid_floor 26.3; 1 sessions in app 'sniper.mafia.contract', 8 ad_requests with mean bid_floor 28.2; 1 sessions in app 'solitaire.classic.klondike.patience.card.game', 10 ad_requests with mean bid_floor 27.7; 1 sessions in app 'solitaire.classicgame.klondike.solitaire.freecard', 4 ad_requests with mean bid_floor 0.0; 4 sessions in app 'spot.hidden.difference', 99 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'goldbond.com' with mean price 0.8, 1 impressions of adomain 'proof-advertising.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.0; 6 sessions in app 'tr.com.playin.zombees', 245 ad_requests with mean bid_floor 12.3; 2 sessions in app 'traffic.car.jam.escape.parking.puzzle.race', 80 ad_requests with mean bid_floor 2.8, 1 impressions of adomain 'pentlyconger.com' with mean price 0.7, 1 impressions of adomain 'totalwine.com' with mean price 0.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 430;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 430;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.533669606837757;partition is 3677;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'bm_clickers_newpubco_klondikesolitaire_similar_apps_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_500k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_100k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_100k' 'com.vitastudio.mahjong_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7dfaa0ce-dca5-4703-a1bf-e8f35e46397a;'uuid is 'b872517e-f465-4682-b3de-326134365070';bid_timestamp is '2024-12-21 3:18:53';device_id is '7dfaa0ce-dca5-4703-a1bf-e8f35e46397a';biddate is '2024-12-21';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 9.49150640517473;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 5.86098;placement_historical_value is 11.144234;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 685073 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.47;prior_theme_impressions_count is 7;prior_tag_clicks_count is 2 ;time_since_click is '685198';hour is '2024-12-21 03:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '92 sessions in app 'com.blackout.spades', 9832 ad_requests with mean bid_floor 38.8, 26 impressions of adomain 'amazon.com' with mean price 0.5, 4 impressions of adomain 'arizonafinancial.org' with mean price 0.5, 1 impressions of adomain 'att.com' with mean price 0.4, 2 impressions of adomain 'buyatoyota.com' with mean price 0.7, 2 impressions of adomain 'carfax.com' with mean price 4.5, 4 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'dagolflab.com' with mean price 0.5, 1 impressions of adomain 'ddcaz.com' with mean price 0.4, 6 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'fanniemae.com' with mean price 0.2, 1 impressions of adomain 'glacierstogeysers.com' with mean price 0.7, 1 impressions of adomain 'hillspet.com' with mean price 0.5, 2 impressions of adomain 'kelloggs.com' with mean price 0.8, 9 impressions of adomain 'lets.shop' with mean price 0.5, 1 impressions of adomain 'mcdonalds.com' with mean price 0.5, 2 impressions of adomain 'naturesbakery.com' with mean price 0.3, 1 impressions of adomain 'newpub.co/spades' with mean price 3.0, 9 impressions of adomain 'nutrafol.com' with mean price 0.5, 8 impressions of adomain 'ozempic.com' with mean price 1.6, 1 impressions of adomain 'refreshbrand.com' with mean price 0.3, 3 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'strivectin.com' with mean price 0.4, 1 impressions of adomain 'taxfyle.com' with mean price 0.4, 4 impressions of adomain 'tiktok.com' with mean price 1.4, 3 impressions of adomain 'vafseohcp.com' with mean price 1.1, 1 impressions of adomain 'walgreens.com' with mean price 0.6, 1 clicks of adomain 'walmart.com', 3 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 4 sessions in app 'com.niklas.fpsdefense', 69 ad_requests with mean bid_floor 12.2; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.wordgame.words.connect', 2 ad_requests with mean bid_floor 10.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 190;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 190;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.295826731680958;partition is 1816;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '438caa95-a56e-4d36-be3b-dacf51467b9d;'uuid is '23fb67ab-2f12-4a07-a825-5775c84e29ac';bid_timestamp is '2025-01-01 7:21:16';device_id is '438caa95-a56e-4d36-be3b-dacf51467b9d';biddate is '2025-01-01';country is 'USA';app is 'com.master.triple3d.find';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'ironsource';raw_price is 0.876869676172446;target_cpi is 2;campaign is 57737;creative_id is 228773;session_duration is 686 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'vie';bid_floor is 0.399517 ;min_floor is 0.399517 ;bidmachine_placement_value is 0.851785;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 133398 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.52;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-01 07:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 2 ad_requests with mean bid_floor 35.7; 49 sessions in app 'com.Seriously.BestFiends', 929 ad_requests with mean bid_floor 19.9; 19 sessions in app 'com.astarsoftware.spades', 2566 ad_requests with mean bid_floor 20.4; 43 sessions in app 'com.callapp.contacts', 118 ad_requests with mean bid_floor 0.2, 1 impressions of adomain '1970group.com' with mean price 1.8, 1 impressions of adomain '7andi.com' with mean price 1.1, 8 impressions of adomain 'adobe.ly' with mean price 1.3, 1 impressions of adomain 'amazon.com' with mean price 3.2, 1 impressions of adomain 'appvillis.com' with mean price 1.6, 1 impressions of adomain 'assertiveindustries.com' with mean price 0.6, 1 impressions of adomain 'autosport.com' with mean price 2.0, 1 impressions of adomain 'bit.ly' with mean price 0.7, 2 impressions of adomain 'copas.org' with mean price 0.9, 1 impressions of adomain 'crashplan.com' with mean price 0.7, 1 impressions of adomain 'dewalt.com' with mean price 19.6, 2 impressions of adomain 'energyhire.com' with mean price 1.1, 1 impressions of adomain 'fortive.com' with mean price 0.7, 1 impressions of adomain 'ged.com' with mean price 1.0, 1 impressions of adomain 'hedgeye.com' with mean price 0.9, 1 impressions of adomain 'icagile.com' with mean price 2.4, 1 impressions of adomain 'iris.co.uk' with mean price 1.7, 1 impressions of adomain 'lyric.ai' with mean price 1.4, 3 impressions of adomain 'octagon.com' with mean price 1.4, 1 impressions of adomain 'otrperformance.com' with mean price 1.3, 1 impressions of adomain 'shi.com' with mean price 0.7, 1 impressions of adomain 'sikich.com' with mean price 0.9, 1 impressions of adomain 'stopainclinical.com' with mean price 1.4, 1 impressions of adomain 'synativ.com' with mean price 2.7, 2 impressions of adomain 'theautopian.com' with mean price 0.5, 1 impressions of adomain 'truistsecurities.com' with mean price 0.9, 1 impressions of adomain 'ukg.com' with mean price 0.7, 1 impressions of adomain 'vertexinc.com' with mean price 1.2, 1 impressions of adomain 'washingtonpost.com' with mean price 3.6, 1 impressions of adomain 'wayfair.com' with mean price 1.9, 5 impressions of adomain 'wbresearch.com' with mean price 1.9, 1 impressions of adomain 'youtube.com' with mean price 0.5; 9 sessions in app 'com.europosit.pixelcoloring', 561 ad_requests with mean bid_floor 6.0, 1 impressions of adomain 'arttrk.com' with mean price 8.0, 1 impressions of adomain 'enterpriseholdings.com' with mean price 8.6; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 7.2; 1 sessions in app 'com.funnyprank.sounds.fake.haircut.prank', 2 ad_requests with mean bid_floor 4.3; 141 sessions in app 'com.master.triple3d.find', 8204 ad_requests with mean bid_floor 1.9, 1 impressions of adomain 'bissell.com' with mean price 2.6, 1 clicks of adomain 'daveshotchicken.com', 1 impressions of adomain 'daveshotchicken.com' with mean price 4.6, 2 impressions of adomain 'liquid-iv.com' with mean price 5.1, 2 clicks of adomain 'philips.com', 8 impressions of adomain 'philips.com' with mean price 4.9, 2 impressions of adomain 'tempursealy.com' with mean price 6.1, 2 impressions of adomain 'waterpik.com' with mean price 3.5; 1 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 3.3; 50 sessions in app 'com.strawdogstudios.simonscatcrunchtime', 1068 ad_requests with mean bid_floor 36.1; 2 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 4.7; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 13.1; 1 sessions in app 'in.playsimple.wordsearch', 6 ad_requests with mean bid_floor 12.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 37;channel is 'USA/I/ironsource/com.master.triple3d.find/False/137';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.407145962272158;partition is 3172;segments is ['com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '86a66744-9871-4601-91db-9617657bdc9e;'uuid is '959d0048-e260-443d-8292-7e14db0e62c5';bid_timestamp is '2025-01-29 13:08:11';device_id is '86a66744-9871-4601-91db-9617657bdc9e';biddate is '2025-01-29';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 180;target_cpi is 3.71999999999999;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.6112;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-29 13:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '41 sessions in app 'com.blackout.spades', 8395 ad_requests with mean bid_floor 38.0, 9 impressions of adomain 'amazon.com' with mean price 0.5, 4 impressions of adomain 'att.com' with mean price 0.6, 1 impressions of adomain 'blackkite.com' with mean price 0.4, 6 impressions of adomain 'broadwayinchicago.com' with mean price 0.5, 3 impressions of adomain 'callohiohome.com' with mean price 0.6, 1 impressions of adomain 'castrol.com' with mean price 0.4, 1 impressions of adomain 'colgate.com' with mean price 0.3, 1 impressions of adomain 'dexcom.com' with mean price 1.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'esupplements.com' with mean price 0.4, 1 impressions of adomain 'factor75.com' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 0.3, 3 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'intuit.com' with mean price 1.2, 2 impressions of adomain 'ista-in.org' with mean price 0.8, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 2 impressions of adomain 'medscape.com' with mean price 1.3, 1 impressions of adomain 'medscape.org' with mean price 0.9, 1 impressions of adomain 'mikeandersonchevymerrillville.com' with mean price 0.4, 1 impressions of adomain 'mikmak.com' with mean price 0.7, 1 impressions of adomain 'newpub.co' with mean price 180.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'offerhives.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.4, 1 impressions of adomain 'papayagaming.com' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'proactiv.com' with mean price 0.8, 4 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 1.1; 67 sessions in app 'com.funtomic.matchmasters', 903 ad_requests with mean bid_floor 97.7; 189 sessions in app 'com.mistplay.mistplay', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 22 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.newpubco.spades', 82 ad_requests with mean bid_floor 16.5, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'csu.edu' with mean price 0.5, 1 impressions of adomain 'lgseeds.com' with mean price 0.5, 6 impressions of adomain 'toyota.com' with mean price 0.5; 45 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 2521 ad_requests with mean bid_floor 30.0, 1 impressions of adomain 'acg.aaa.com' with mean price 0.3, 1043 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'agentisplumbing.com' with mean price 0.1, 1 impressions of adomain 'alamancefoods.com' with mean price 0.7, 1 impressions of adomain 'allstate.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'amcplus.com' with mean price 0.1, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.2, 3 impressions of adomain 'asics.com' with mean price 0.0, 1 impressions of adomain 'asticorp.com' with mean price 0.2, 1 impressions of adomain 'atlantisbahamas.com' with mean price 0.1, 3 impressions of adomain 'audible.com' with mean price 0.1, 4 impressions of adomain 'autozone.com' with mean price 0.0, 1 impressions of adomain 'belimed.com' with mean price 0.0, 2 impressions of adomain 'bem.ai' with mean price 0.0, 1 impressions of adomain 'benemont.com' with mean price 0.0, 1 impressions of adomain 'benjaminone.com' with mean price 0.1, 1 impressions of adomain 'bindingsolutions.uk' with mean price 0.4, 42 impressions of adomain 'bit.ly' with mean price 0.1, 5 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 1 impressions of adomain 'brighthousefinancial.com' with mean price 0.1, 2 impressions of adomain 'cadillac.com' with mean price 0.0, 5 impressions of adomain 'campbells.com' with mean price 0.0, 1 impressions of adomain 'camw.org' with mean price 0.1, 4 impressions of adomain 'catholiccemeterieschicago.org' with mean price 0.4, 1 impressions of adomain 'claconnect.com' with mean price 0.6, 27 impressions of adomain 'cloudwalkeronaws.com' with mean price 0.2, 1 impressions of adomain 'coante.com' with mean price 0.0, 1 impressions of adomain 'cobenfyhcp.com' with mean price 2.1, 2 impressions of adomain 'coca-cola.com' with mean price 0.3, 28 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'comhs.org' with mean price 0.1, 5 impressions of adomain 'coming.rs' with mean price 0.1, 1 impressions of adomain 'commercialevs.com' with mean price 0.2, 1 impressions of adomain 'continentaltire.com' with mean price 0.8, 2 impressions of adomain 'cptgroup.com' with mean price 0.1, 3 impressions of adomain 'crunch.com' with mean price 0.1, 1 impressions of adomain 'crypto.com' with mean price 0.0, 4 impressions of adomain 'daytonabeach.com' with mean price 0.1, 7 impressions of adomain 'denuvo.com' with mean price 0.2, 1 impressions of adomain 'detailcleaninggroup.com' with mean price 0.0, 10 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 5 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dockzilla.com' with mean price 0.0, 1 impressions of adomain 'dollartree.com' with mean price 0.2, 2 impressions of adomain 'doordash.com' with mean price 0.3, 2 impressions of adomain 'dpworld.com' with mean price 0.1, 2 impressions of adomain 'elakeside.com' with mean price 0.0, 1 impressions of adomain 'enerjoy.life' with mean price 0.0, 1 impressions of adomain 'epclusa.com' with mean price 0.1, 1 impressions of adomain 'equativ.com' with mean price 0.1, 2 impressions of adomain 'facebook.com' with mean price 0.1, 3 impressions of adomain 'factor75.com' with mean price 0.4, 3 impressions of adomain 'familydollar.com' with mean price 0.1, 2 impressions of adomain 'fanniemae.com' with mean price 0.2, 2 impressions of adomain 'forsite.us' with mean price 0.0, 1 impressions of adomain 'freestylelibre.us' with mean price 0.0, 1 impressions of adomain 'fujifilm.com' with mean price 0.0, 1 impressions of adomain 'garnierusa.com' with mean price 0.0, 1 impressions of adomain 'getmaintainx.com' with mean price 0.0, 1 impressions of adomain 'gltchgroup.media' with mean price 0.0, 1 impressions of adomain 'go.microsoft.com' with mean price 0.0, 2 impressions of adomain 'goldbond.com' with mean price 1.8, 1 impressions of adomain 'goodfoods.com' with mean price 0.0, 6 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'grpva.com' with mean price 0.8, 1 impressions of adomain 'gsk.com' with mean price 0.1, 1 impressions of adomain 'guildeducation.com' with mean price 0.5, 5 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'hbfuller.com' with mean price 0.1, 2 impressions of adomain 'hemgenix.com' with mean price 0.1, 5 impressions of adomain 'heroiclabs.com' with mean price 0.4, 2 impressions of adomain 'hhs.gov' with mean price 0.3, 4 impressions of adomain 'hillspet.com' with mean price 0.1, 1 impressions of adomain 'hispanicstar.org' with mean price 0.1, 4 impressions of adomain 'hizentra.com' with mean price 0.2, 1 impressions of adomain 'hkust.edu.hk' with mean price 0.1, 1 impressions of adomain 'homedepot.com' with mean price 0.0, 4 impressions of adomain 'homespotter.com' with mean price 0.5, 7 impressions of adomain 'hp.com' with mean price 0.6, 1 impressions of adomain 'hutchinson.com' with mean price 0.0, 1 impressions of adomain 'hyatt.com' with mean price 0.5, 10 impressions of adomain 'iastate.edu' with mean price 0.3, 1 impressions of adomain 'ihg.com' with mean price 0.0, 1 impressions of adomain 'illinoislottery.com' with mean price 0.5, 1 impressions of adomain 'ilumya.com' with mean price 0.2, 2 impressions of adomain 'instrematic.com' with mean price 0.0, 1 impressions of adomain 'intimate.ai' with mean price 0.1, 4 impressions of adomain 'intuit.com' with mean price 0.6, 1 impressions of adomain 'irresistiblefoods.com' with mean price 0.4, 1 impressions of adomain 'isaca.org' with mean price 0.1, 3 impressions of adomain 'jameshardie.com' with mean price 0.0, 2 impressions of adomain 'jeep.com' with mean price 0.8, 1 impressions of adomain 'kanopibyarmstrong.com' with mean price 0.0, 3 impressions of adomain 'kashkick.com' with mean price 0.1, 2 impressions of adomain 'kawasakirobotics.com' with mean price 1.1, 8 impressions of adomain 'kelloggs.com' with mean price 0.8, 4 impressions of adomain 'kfc.com' with mean price 0.0, 1 impressions of adomain 'kingshawaiian.com' with mean price 0.4, 3 impressions of adomain 'klusdesign.com' with mean price 0.1, 1 impressions of adomain 'kumon.com' with mean price 0.1, 1 impressions of adomain 'legalshield.com' with mean price 0.1, 29 impressions of adomain 'linkedin.com' with mean price 0.1, 3 impressions of adomain 'littlecaesars.com' with mean price 0.2, 7 impressions of adomain 'lucidmotors.com' with mean price 0.5, 1 impressions of adomain 'magairports.com' with mean price 0.0, 1 impressions of adomain 'maintenancecare.com' with mean price 0.0, 1 impressions of adomain 'mdalert.com' with mean price 0.0, 1 impressions of adomain 'medscape.org' with mean price 0.0, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 clicks of adomain 'megafortuna.co', 8 impressions of adomain 'metrobyt-mobile.com' with mean price 0.1, 1 impressions of adomain 'microsoft.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mobiusinstitute.com' with mean price 0.0, 1 impressions of adomain 'ncsbn.org' with mean price 0.0, 2 impressions of adomain 'nm.org' with mean price 0.1, 1 impressions of adomain 'northwestern.edu' with mean price 0.1, 4 impressions of adomain 'novomedlink.com' with mean price 0.1, 2 impressions of adomain 'npu.co' with mean price 0.4, 2 impressions of adomain 'oanda.com' with mean price 0.1, 1 impressions of adomain 'oldnational.com' with mean price 0.4, 1 impressions of adomain 'olivegarden.com' with mean price 0.0, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.4, 4 impressions of adomain 'pandora.com' with mean price 0.1, 1 impressions of adomain 'panerabread.com' with mean price 0.0, 5 impressions of adomain 'papayagaming.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 1.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'pashley.co.uk' with mean price 0.4, 1 impressions of adomain 'paycom.com' with mean price 0.6, 3 impressions of adomain 'peacocktv.com' with mean price 0.1, 1 impressions of adomain 'pentlyconger.com' with mean price 0.1, 1 impressions of adomain 'perdue.com' with mean price 0.2, 1 impressions of adomain 'peterpiperpizza.com' with mean price 0.2, 1 impressions of adomain 'physiciansmutual.com' with mean price 0.1, 7 impressions of adomain 'planetoat.com' with mean price 0.2, 12 impressions of adomain 'playsimple.in' with mean price 0.1, 5 impressions of adomain 'playtika.com' with mean price 0.0, 11 impressions of adomain 'postekus.com' with mean price 0.0, 1 impressions of adomain 'preflightairportparking.com' with mean price 0.2, 18 impressions of adomain 'pricelines.com' with mean price 0.1, 1 impressions of adomain 'procurateurconsulting.com' with mean price 0.1, 238 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'quantstampfairfund.com' with mean price 0.6, 2 impressions of adomain 'rangeusa.com' with mean price 0.3, 1 impressions of adomain 'raypcb.com' with mean price 0.1, 1 impressions of adomain 'red.org' with mean price 0.1, 1 impressions of adomain 'reevesnamepins.com' with mean price 0.1, 1 impressions of adomain 'retailwire.com' with mean price 0.4, 1 impressions of adomain 'rethinkobesity.com' with mean price 0.0, 1 impressions of adomain 'revelsi.com' with mean price 0.1, 1 impressions of adomain 'reviveintegrativehealth.com' with mean price 0.2, 7 impressions of adomain 'riverscasino.com' with mean price 0.6, 1 impressions of adomain 'rocketmortgage.com' with mean price 0.1, 1 impressions of adomain 'roeda.com' with mean price 0.0, 2 impressions of adomain 'rosewoodhotels.com' with mean price 0.1, 2 impressions of adomain 'samsung.com' with mean price 0.1, 2 impressions of adomain 'sanjose.org' with mean price 0.0, 1 impressions of adomain 'satruck.org' with mean price 0.4, 20 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'sentrysafe.com' with mean price 0.0, 1 impressions of adomain 'shakeshack.com' with mean price 0.6, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'sisi.org.uk' with mean price 0.2, 1 impressions of adomain 'solitics.com' with mean price 0.3, 6 impressions of adomain 'soundofprofound.com' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'stockx.com' with mean price 0.2, 1 impressions of adomain 'superevilgeniuscorp.com' with mean price 0.1, 7 impressions of adomain 'supertreat.net' with mean price 0.1, 1 impressions of adomain 'surveymonkey.com' with mean price 0.1, 4 impressions of adomain 'target.com' with mean price 0.1, 1 impressions of adomain 'td.org' with mean price 0.5, 1 impressions of adomain 'teledyneflir.com' with mean price 0.3, 3 impressions of adomain 'temptationstreats.com' with mean price 0.1, 5 impressions of adomain 'temu.com' with mean price 0.0, 188 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'triangleinsights.com' with mean price 0.1, 1 impressions of adomain 'unipharclinical.com' with mean price 0.0, 1 impressions of adomain 'vail.com' with mean price 0.1, 2 impressions of adomain 'victoriassecret.com' with mean price 0.1, 1 impressions of adomain 'visionworks.com' with mean price 0.1, 2 impressions of adomain 'visitrenotahoe.com' with mean price 0.1, 4 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'voyis.com' with mean price 0.1, 1 impressions of adomain 'vrbo.com' with mean price 0.1, 11 impressions of adomain 'vsp.com' with mean price 0.0, 1 impressions of adomain 'wabash.edu' with mean price 0.1, 11 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'waterpik.com' with mean price 0.1, 1 impressions of adomain 'westernunion.com' with mean price 0.2, 25 impressions of adomain 'windcreekcasino.com' with mean price 0.2, 39 impressions of adomain 'wkkellogg.com' with mean price 0.0, 4 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 5 impressions of adomain 'yourlifeiowa.org' with mean price 0.2, 1 impressions of adomain 'youtube.com' with mean price 0.1, 1 impressions of adomain 'zalando.com' with mean price 0.1, 2 impressions of adomain 'zeiglernissanoforlandpark.com' with mean price 0.3; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 7.9; 2 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 9.9; 3 sessions in app 'in.playsimple.wordtrip', 16 ad_requests with mean bid_floor 40.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.621438795042123;partition is 523;segments is ['closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP2_AG_100k_01_25_2025' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2mln' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(purchase)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_1d' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'cd30d1a6-eeca-4f8b-911a-507364390466;'uuid is '3a9cab4e-f7dd-4a64-a520-56fef7856a4a';bid_timestamp is '2025-02-03 8:58:40';device_id is 'cd30d1a6-eeca-4f8b-911a-507364390466';biddate is '2025-02-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 45.2863061026939;target_cpi is 1;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 29.68;placement_historical_value is 28.565134;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1.48;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-03 08:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '21 sessions in app 'com.blackout.spades', 3397 ad_requests with mean bid_floor 36.8, 1 impressions of adomain 'acmeunited.com' with mean price 0.4, 11 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'belmont.edu' with mean price 0.7, 4 impressions of adomain 'cash.app' with mean price 0.8, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 0.2, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.2, 1 impressions of adomain 'governorofpoker.com' with mean price 0.2, 1 impressions of adomain 'icangotocollege.com' with mean price 0.4, 1 impressions of adomain 'illinoislottery.com' with mean price 0.2, 1 impressions of adomain 'mattel163.com' with mean price 0.6, 2 impressions of adomain 'medscape.com' with mean price 1.9, 1 impressions of adomain 'medscape.org' with mean price 1.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.9, 3 impressions of adomain 'murka.com' with mean price 0.3, 1 impressions of adomain 'newpub.co' with mean price 45.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'norton.com' with mean price 0.9, 2 impressions of adomain 'opolaw.com' with mean price 0.5, 1 impressions of adomain 'playstudios.com' with mean price 2.8, 7 clicks of adomain 'productmadness.com', 26 impressions of adomain 'productmadness.com' with mean price 66.5, 2 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'spinxgames.com' with mean price 0.3, 1 impressions of adomain 'theadtla.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 2 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.hildayani.energycircuitboard', 19 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.infinovatech.gravitybeadsdisappearlook', 11 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 7.7; 18 sessions in app 'com.productmadness.lightninglink', 972 ad_requests with mean bid_floor 17.4, 8 clicks of adomain 'jorisson.com', 9 impressions of adomain 'jorisson.com' with mean price 7.8, 4 clicks of adomain 'king.com', 6 impressions of adomain 'king.com' with mean price 8.7; 2 sessions in app 'com.tripledot.solitaire', 37 ad_requests with mean bid_floor 12.0; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 3.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.720914207983198;partition is 502;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_62k_01_02_2025' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_100k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '0eab4411-f918-4f0d-99d4-5f2d82b76874;'uuid is 'f944c18e-7a6e-411d-b222-19bfa8680073';bid_timestamp is '2025-01-05 22:16:47';device_id is '0eab4411-f918-4f0d-99d4-5f2d82b76874';biddate is '2025-01-05';country is 'USA';app is 'com.vitastudio.solitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 29.9673015251755;target_cpi is 2.5;campaign is 57717;creative_id is 228773;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 92.101106;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.08;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-05 22:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '14 sessions in app 'ball.sort.color.puz.game.puzzle', 944 ad_requests with mean bid_floor 30.6, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 33.1, 2 impressions of adomain 'walgreens.com' with mean price 0.7; 11 sessions in app 'ball.sort.color.puzzle.offline.games', 308 ad_requests with mean bid_floor 54.6; 1 sessions in app 'ball.sort.color.sorting.puzzle.games', 30 ad_requests with mean bid_floor 2.9; 10 sessions in app 'ball.sort.color.water.puzzle.games', 73 ad_requests with mean bid_floor 34.3; 3 sessions in app 'ball.sort.puzzle.color.game.bubble.sorting.free', 117 ad_requests with mean bid_floor 1.3, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.0, 2 impressions of adomain 'carnival.com' with mean price 0.2, 1 impressions of adomain 'entyvio.com' with mean price 0.5, 1 impressions of adomain 'kfc.com' with mean price 0.0, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 2 impressions of adomain 'operationsmile.org' with mean price 0.2, 1 impressions of adomain 'simplyhatfield.com' with mean price 0.2, 2 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'walmart.com' with mean price 0.2, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0, 1 impressions of adomain 'ymcadallas.org' with mean price 0.3; 4 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 108 ad_requests with mean bid_floor 8.8, 1 clicks of adomain 'bluebuffalo.com', 1 impressions of adomain 'bluebuffalo.com' with mean price 0.6, 1 impressions of adomain 'platoscloset.com' with mean price 1.4, 6 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'www.learnings.ai' with mean price 0.3; 2 sessions in app 'ball.sort.water.puzzle', 428 ad_requests with mean bid_floor 90.1; 1 sessions in app 'bloodsugar.diabetes.pressuretraker', 2 ad_requests with mean bid_floor 87.0; 6 sessions in app 'com.aaaudi.wordmaker', 1402 ad_requests with mean bid_floor 41.5, 1 impressions of adomain '7-eleven.com' with mean price 0.7, 3 impressions of adomain 'ads.netapop.com' with mean price 0.1, 1 impressions of adomain 'airproducts.com' with mean price 0.7, 15 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'arlo.com' with mean price 0.3, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.0, 1 impressions of adomain 'dirtdevil.com' with mean price 2.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'food-sample.shop' with mean price 0.1, 2 impressions of adomain 'freestylelibre.us' with mean price 0.6, 1 impressions of adomain 'goldbond.com' with mean price 0.2, 1 impressions of adomain 'goodyspowder.com' with mean price 0.9, 2 impressions of adomain 'higgsgamestudio.com' with mean price 0.2, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 3 impressions of adomain 'kellanova.com' with mean price 0.5, 1 impressions of adomain 'milanlaser.com' with mean price 0.1, 8 impressions of adomain 'myshinytime.biz' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 0.1, 1 impressions of adomain 'platoscloset.com' with mean price 1.4, 1 impressions of adomain 'secret.com' with mean price 0.8, 6 impressions of adomain 'shop.foodlion.com' with mean price 0.1, 6 impressions of adomain 'shoppersvoice.com' with mean price 0.7, 1 impressions of adomain 'thescea.org' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.8, 1 impressions of adomain 'visitanaheim.org' with mean price 0.1, 21 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 3 impressions of adomain 'webmd.com' with mean price 0.1, 12 impressions of adomain 'weruva.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1; 3 sessions in app 'com.bigcake.android.solitairedaily', 398 ad_requests with mean bid_floor 1.9, 2 impressions of adomain 'freestylelibre.us' with mean price 0.4, 1 impressions of adomain 'gourmetnut.com' with mean price 1.2, 1 impressions of adomain 'gundlachco.com' with mean price 0.7, 2 clicks of adomain 'newpub.co/watersort', 2 impressions of adomain 'newpub.co/watersort' with mean price 20.3, 1 impressions of adomain 'tridentseafoods.com' with mean price 0.4; 1 sessions in app 'com.blackout.gin', 46 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.block.game.jigsaw.puzzles', 2 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.bluetooth.device.autoconnect.colorful', 2 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.dna.solitaireapp', 130 ad_requests with mean bid_floor 89.5, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'dove.com' with mean price 0.3, 1 impressions of adomain 'freestylelibre.us' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3; 1 sessions in app 'com.easyfun.solitaire', 106 ad_requests with mean bid_floor 0.3, 1 impressions of adomain 'intimate.ai' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.4; 1 sessions in app 'com.egg.hunt.easter.egg.sort.ball.sort', 1 ad_requests with mean bid_floor 21.9; 4 sessions in app 'com.fiogonia.spades', 263 ad_requests with mean bid_floor 39.3; 1 sessions in app 'com.gma.water.sort.puzzle', 26 ad_requests with mean bid_floor 8.6; 6 sessions in app 'com.greyfun.card.solitaire.classic', 63 ad_requests with mean bid_floor 24.7; 2 sessions in app 'com.ig.ball.sort.color.puzzle', 14 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.intensedev.classicsolitaire.gp', 114 ad_requests with mean bid_floor 99.1; 1 sessions in app 'com.iscoolentertainment.word.search', 4 ad_requests with mean bid_floor 5.0; 5 sessions in app 'com.kiwifun.game.android.ball.sort', 445 ad_requests with mean bid_floor 38.8, 2 impressions of adomain 'freestylelibre.us' with mean price 0.8; 1 sessions in app 'com.newpubco.spades', 89 ad_requests with mean bid_floor 6.9, 1 impressions of adomain 'crunch.com' with mean price 1.3, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'precision.myalcon.com' with mean price 2.8, 1 impressions of adomain 'richmondsrvshow.com' with mean price 0.5, 1 impressions of adomain 'tapestrywest.com' with mean price 0.6; 11 sessions in app 'com.otium.solitaire.classic.card.game', 481 ad_requests with mean bid_floor 48.7; 7 sessions in app 'com.otium.wordconnect.android', 577 ad_requests with mean bid_floor 49.2; 1 sessions in app 'com.playvalve.ballsort', 129 ad_requests with mean bid_floor 95.8; 1 sessions in app 'com.playvalve.solitaire', 29 ad_requests with mean bid_floor 94.3, 1 impressions of adomain 'walgreens.com' with mean price 1.5; 1 sessions in app 'com.puzzle.water.sort.color', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.puzzlegamelab.wordsearchpopg', 33 ad_requests with mean bid_floor 3.4; 2 sessions in app 'com.solitaire.card', 15 ad_requests with mean bid_floor 16.8, 8 impressions of adomain 'weruva.com' with mean price 0.6; 1 sessions in app 'com.solitaire.klondike.patience.ocean.aquarium', 14 ad_requests with mean bid_floor 4.5; 12 sessions in app 'com.solitaire.relax.classic.card.game', 371 ad_requests with mean bid_floor 49.5; 2 sessions in app 'com.standard.puzzle.ooybaa.solitaire', 25 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 2.7; 4 sessions in app 'com.utils.antivirustoolkit', 55 ad_requests with mean bid_floor 16.7, 1 clicks of adomain 'browserzheng.foundernews.com', 1 impressions of adomain 'browserzheng.foundernews.com' with mean price 82.6, 1 clicks of adomain 'powerbrowserapp.com', 1 impressions of adomain 'powerbrowserapp.com' with mean price 137.2; 1 sessions in app 'com.yoogalabgaming.puzzle.sort.water', 19 ad_requests with mean bid_floor 1.5; 1 sessions in app 'easy.launcher', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'game.water.sort.puzzle.android', 14 ad_requests with mean bid_floor 22.3; 1 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 7.8; 13 sessions in app 'in.playsimple.wordtrip', 4265 ad_requests with mean bid_floor 51.0, 3 impressions of adomain 'aacu.org' with mean price 1.2, 1 impressions of adomain 'ffrf.org' with mean price 1.1, 1 impressions of adomain 'onceuponachild.com' with mean price 0.8, 1 impressions of adomain 'spider.gurugame.ai' with mean price 28.5, 3 impressions of adomain 'walgreens.com' with mean price 1.2; 3 sessions in app 'jp.co.goodroid.hyper.sortpuzzle.cup', 45 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 1 sessions in app 'mtg1727265065', 0 ad_requests with mean bid_floor 0.0; 3 sessions in app 'nuts.sort.bolts.nut.color.game.free.screw.puzzle', 66 ad_requests with mean bid_floor 8.3, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'chipsahoy.com' with mean price 0.5, 3 impressions of adomain 'goldbond.com' with mean price 0.4, 1 impressions of adomain 'learnings.ai' with mean price 0.2, 1 impressions of adomain 'milanlaser.com' with mean price 0.4, 1 impressions of adomain 'oakevergames.com' with mean price 0.2, 1 impressions of adomain 'walmart.com' with mean price 1.0; 1 sessions in app 'solitaire.nostal.cardgame.puzzle', 111 ad_requests with mean bid_floor 38.3; 3 sessions in app 'sort.ball.color.puzzle.sorting.tube.game', 138 ad_requests with mean bid_floor 3.6, 1 impressions of adomain 'cleanjunk.app.removecachefiles.saka.com' with mean price 0.4, 4 clicks of adomain 'newpub.co/watersort', 4 impressions of adomain 'newpub.co/watersort' with mean price 53.9, 3 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'oakevergames.com' with mean price 25.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.vitastudio.solitaire/False/126';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.620661292845345;partition is 2024;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 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'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V3_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k_frozen' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '1fd113a7-b29e-417e-8b74-fcc95f0b4669;'uuid is 'cef0cfdc-f291-4cf1-9768-e6143badc563';bid_timestamp is '2025-01-15 23:59:39';device_id is '1fd113a7-b29e-417e-8b74-fcc95f0b4669';biddate is '2025-01-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.18820637278258;target_cpi is 1.5;campaign is 57970;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 4.9184;placement_historical_value is 3.347829;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 1040457 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.41;prior_theme_impressions_count is 5;prior_tag_clicks_count is 4 ;time_since_click is '1040445';hour is '2025-01-15 23:00:00+00:00';day_of_week is '2';os_version is 11;user_behavior_stats_in_past is '2 sessions in app 'com.blackout.spades', 495 ad_requests with mean bid_floor 14.0, 1 clicks of adomain '1000bulbs.com', 1 impressions of adomain '1000bulbs.com' with mean price 4.5, 4 impressions of adomain 'bayer.com' with mean price 0.2, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 4.2, 1 impressions of adomain 'unicycive.com' with mean price 0.2; 31 sessions in app 'com.peoplefun.wordcross', 4078 ad_requests with mean bid_floor 6.5, 3 impressions of adomain '1000bulbs.com' with mean price 2.7, 856 impressions of adomain 'adidas.com' with mean price 0.0, 64 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'ahip.org' with mean price 0.0, 23 impressions of adomain 'alevco.net' with mean price 0.0, 2 impressions of adomain 'all-laundry.com' with mean price 0.1, 1 impressions of adomain 'amatechinc.com' with mean price 0.1, 58 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'amazon.in' with mean price 0.0, 4 impressions of adomain 'amcplus.com' with mean price 0.2, 1 impressions of adomain 'americanimmigrationcouncil.org' with mean price 0.4, 5 impressions of adomain 'amsoil.com' with mean price 0.0, 1 impressions of adomain 'arttrk.com' with mean price 0.1, 2 impressions of adomain 'asics.com' with mean price 0.0, 2 impressions of adomain 'asq.org' with mean price 10.0, 1 clicks of adomain 'asq.org', 2 impressions of adomain 'atroposhealth.com' with mean price 0.3, 1 impressions of adomain 'auditadvantagegroup.com' with mean price 0.1, 1 impressions of adomain 'authentictms.com' with mean price 1.0, 1 impressions of adomain 'autodesk.com' with mean price 9.8, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 1 impressions of adomain 'avrioai.com' with mean price 0.0, 1 impressions of adomain 'bc.com' with mean price 0.3, 1 impressions of adomain 'bestbuy.com' with mean price 0.2, 1 impressions of adomain 'biopelle.com' with mean price 0.1, 2 impressions of adomain 'bissell.com' with mean price 0.0, 1 impressions of adomain 'biztbaa.com' with mean price 0.1, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 1 impressions of adomain 'brand-acumen-studios.com' with mean price 0.2, 1 impressions of adomain 'cambridgeair.com' with mean price 0.1, 8 impressions of adomain 'campbells.com' with mean price 0.1, 1 impressions of adomain 'causewaysolutions.com' with mean price 10.0, 1 clicks of adomain 'causewaysolutions.com', 1 impressions of adomain 'chemometec.com' with mean price 0.1, 1 impressions of adomain 'cityofhope.org' with mean price 0.2, 1 impressions of adomain 'cmssolutions.com' with mean price 0.2, 21 impressions of adomain 'cocacola.com' with mean price 0.0, 14 impressions of adomain 'consumable.com' with mean price 0.0, 5 impressions of adomain 'cuisinart.com' with mean price 0.0, 1 impressions of adomain 'dailytimes247.com' with mean price 0.1, 3 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'designhouse.design' with mean price 1.7, 1 impressions of adomain 'discoverasg.com' with mean price 0.0, 182 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'dockzilla.com' with mean price 9.0, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 1 impressions of adomain 'easypicky.com' with mean price 0.3, 1 impressions of adomain 'emydex.com' with mean price 6.4, 2 impressions of adomain 'epclusa.com' with mean price 0.1, 1 impressions of adomain 'ershares.com' with mean price 1.6, 2 clicks of adomain 'esko.com', 36 impressions of adomain 'esko.com' with mean price 1.4, 3 impressions of adomain 'ezassi.com' with mean price 0.2, 1 impressions of adomain 'fluents.ai' with mean price 0.2, 1 impressions of adomain 'fortififoodsolutions.com' with mean price 0.0, 3 impressions of adomain 'fulfilnutrition.com' with mean price 0.1, 1 impressions of adomain 'g5e.com' with mean price 0.0, 1 impressions of adomain 'garnierusa.com' with mean price 0.0, 1 impressions of adomain 'geofunding.com' with mean price 0.1, 1 impressions of adomain 'gomagicwheels.com' with mean price 0.3, 1 impressions of adomain 'goodfoods.com' with mean price 0.0, 1 impressions of adomain 'greengridinc.com' with mean price 0.3, 12 impressions of adomain 'gurugame.ai' with mean price 0.0, 3 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'haverusa.com' with mean price 0.5, 1 impressions of adomain 'hh-cp.com' with mean price 0.0, 3 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 1 impressions of adomain 'ifcj.org' with mean price 0.0, 1 impressions of adomain 'investpr.org' with mean price 0.9, 2 impressions of adomain 'joinandjoin.com' with mean price 0.1, 1 impressions of adomain 'kleenex.com' with mean price 0.0, 1 impressions of adomain 'kleinandhoffman.com' with mean price 0.1, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.0, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 1 impressions of adomain 'luciditysystems.com' with mean price 0.1, 1 clicks of adomain 'maestroqa.com', 4 impressions of adomain 'maestroqa.com' with mean price 2.1, 1 impressions of adomain 'marketingprofs.com' with mean price 0.1, 5 impressions of adomain 'meetzeplumbing.com' with mean price 0.1, 8 impressions of adomain 'microsoft.com' with mean price 0.1, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.0, 6 impressions of adomain 'motion.com' with mean price 1.6, 1 impressions of adomain 'moxpage.com' with mean price 0.5, 1 impressions of adomain 'musickauction.com' with mean price 0.0, 1 impressions of adomain 'myhumehealth.com' with mean price 0.0, 2 impressions of adomain 'nak-kiln.com' with mean price 0.2, 1 impressions of adomain 'naturesbakery.com' with mean price 0.1, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 2.0, 2 impressions of adomain 'nsf.org' with mean price 0.1, 1 impressions of adomain 'nsw.gov.au' with mean price 0.4, 1 impressions of adomain 'nu.edu' with mean price 0.1, 4 impressions of adomain 'nutrafol.com' with mean price 0.2, 5 impressions of adomain 'nutramaxlabs.com' with mean price 0.0, 1 impressions of adomain 'office365.com' with mean price 0.1, 3 impressions of adomain 'one1brands.com' with mean price 1.0, 1 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 1 impressions of adomain 'operatorsunlimited.net' with mean price 0.2, 6 impressions of adomain 'orgain.com' with mean price 0.2, 18 impressions of adomain 'paramountplus.com' with mean price 0.0, 1 impressions of adomain 'perfettivanmelleus.com' with mean price 0.0, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'pmmi.org' with mean price 0.0, 3 impressions of adomain 'poise.com' with mean price 0.0, 1 impressions of adomain 'precisionrollgrinders.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'proof-advertising.com' with mean price 0.0, 1 impressions of adomain 'pull-ups.com' with mean price 0.0, 1 impressions of adomain 'qunol.com' with mean price 0.3, 14 impressions of adomain 'renzosvitamins.com' with mean price 0.1, 1 impressions of adomain 'royalnissan.com' with mean price 0.0, 12 impressions of adomain 'rssmaclin.com' with mean price 0.0, 1 impressions of adomain 'saiddifferently.com' with mean price 0.2, 1 impressions of adomain 'salonduchocolatnyc.com' with mean price 0.1, 1 impressions of adomain 'scoops2u.com' with mean price 0.3, 2 impressions of adomain 'shipt.com' with mean price 0.0, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 2 impressions of adomain 'sleepnumber.com' with mean price 0.0, 1 impressions of adomain 'solaray.com' with mean price 0.1, 1 impressions of adomain 'solder.net' with mean price 0.3, 1 impressions of adomain 'source.ag' with mean price 0.1, 3 impressions of adomain 'spraynwash.com' with mean price 0.1, 1 impressions of adomain 'sublocade.com' with mean price 0.1, 3 impressions of adomain 'supplychainnow.com' with mean price 0.0, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 5 impressions of adomain 'temptationstreats.com' with mean price 0.2, 17 impressions of adomain 'textnow.com' with mean price 0.0, 78 impressions of adomain 'themlc.com' with mean price 0.0, 1 impressions of adomain 'thirdsphere.com' with mean price 0.1, 4 impressions of adomain 'tilecenter.com' with mean price 0.3, 1 impressions of adomain 'tirepros.com' with mean price 0.1, 1 impressions of adomain 'todaysmilitary.com' with mean price 0.1, 1 impressions of adomain 'trgsolutions.com' with mean price 0.1, 2 impressions of adomain 'trodelvy.com' with mean price 0.1, 1 impressions of adomain 'ubykotex.com' with mean price 0.0, 1 impressions of adomain 'ukg.com' with mean price 0.0, 1 impressions of adomain 'umf.org.nz' with mean price 10.3, 1 impressions of adomain 'verdurercm.com' with mean price 0.2, 3 impressions of adomain 'vyvgart.com' with mean price 0.0, 2 impressions of adomain 'waldenu.edu' with mean price 0.0, 2 impressions of adomain 'walmart.com' with mean price 0.0, 3 impressions of adomain 'wendys.com' with mean price 0.0, 2 impressions of adomain 'whoop.com' with mean price 5.6, 15 impressions of adomain 'wildplanetfoods.com' with mean price 0.1, 1 impressions of adomain 'winwithmcclatchy.com' with mean price 0.7, 1 impressions of adomain 'www.progressivecommercial.com' with mean price 0.0, 1 impressions of adomain 'youthmarketing.com' with mean price 0.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 289;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 289;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.933770733301353;partition is 688;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '5ce02b5a-22b8-43ad-917b-f69c9c1bce24;'uuid is '59dc7fc6-61c5-4a18-b398-b43a1704838d';bid_timestamp is '2024-12-22 17:17:53';device_id is '5ce02b5a-22b8-43ad-917b-f69c9c1bce24';biddate is '2024-12-22';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 9.29429563217;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.491525;placement_historical_value is 8.315162;third_party_bid_price is ;prior_tag_impressions_count is 98 ;time_since_impression is 55214 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.16;prior_theme_impressions_count is 98;prior_tag_clicks_count is 5 ;time_since_click is '22519536';hour is '2024-12-22 17:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '34 sessions in app 'com.LoopGames.Domino', 7124 ad_requests with mean bid_floor 4.7, 1 impressions of adomain 'activerecoveryessentials.com' with mean price 1.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'qutenza.com' with mean price 1.1, 3 impressions of adomain 'rocketmortgage.com' with mean price 0.9, 15 impressions of adomain 'shoppersvoice.com' with mean price 1.2, 17 impressions of adomain 'titosvodka.com' with mean price 0.5, 2 impressions of adomain 'walgreens.com' with mean price 0.9, 31 impressions of adomain 'xifaxan.com' with mean price 1.8; 1 sessions in app 'com.aa.realschooldrivinggames.cargames', 7 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.ad.cargame.fly', 159 ad_requests with mean bid_floor 9.5; 1 sessions in app 'com.bbumgames.spadesroyale', 19 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.blackout.gin', 9 ad_requests with mean bid_floor 1.8; 3 sessions in app 'com.bonnie.trafficescape', 324 ad_requests with mean bid_floor 7.0, 1 impressions of adomain 'aaronsonnierlakeandluxury.com' with mean price 0.1, 12 impressions of adomain 'amazon.com' with mean price 0.2, 6 impressions of adomain 'bathandbodyworks.com' with mean price 0.0, 1 impressions of adomain 'benjaminone.com' with mean price 0.0, 1 impressions of adomain 'cicis.com' with mean price 0.2, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'frostbank.com' with mean price 0.1, 2 impressions of adomain 'givebcm.org' with mean price 0.6, 2 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'houstonmethodist.org' with mean price 0.4, 2 impressions of adomain 'houstonmethodistcareers.org' with mean price 0.4, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 2 impressions of adomain 'investor.vanguard.com' with mean price 0.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 3 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 impressions of adomain 'mavis.com' with mean price 0.4, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.0, 1 impressions of adomain 'rocketmortgage.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'softbakedapps.com' with mean price 0.0, 1 impressions of adomain 'speedway.com' with mean price 0.4, 1 impressions of adomain 'sportsresearch.com' with mean price 0.1, 3 impressions of adomain 'sprouts.com' with mean price 0.3, 7 impressions of adomain 'starbucks.com' with mean price 0.0, 9 impressions of adomain 'texasmattressmakers.com' with mean price 0.6, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'tidedrycleanerstx.com' with mean price 0.6, 1 impressions of adomain 'ulta.com' with mean price 0.0, 1 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 19 impressions of adomain 'xifaxan.com' with mean price 0.6; 1 sessions in app 'com.day.day.good.nice', 65 ad_requests with mean bid_floor 26.7; 1 sessions in app 'com.fiogonia.dominoes', 1 ad_requests with mean bid_floor 4.0; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.hyilmaz.rummy.gin', 21 ad_requests with mean bid_floor 2.0; 3 sessions in app 'com.lutech.phonetracker', 7 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.peoplefun.wordsearch', 1 ad_requests with mean bid_floor 6.6; 2 sessions in app 'com.puzzlegame.match.jewels.adventure', 95 ad_requests with mean bid_floor 6.1; 45 sessions in app 'com.record.voice.day.all', 126 ad_requests with mean bid_floor 0.5, 1 impressions of adomain 'google.com' with mean price 0.5; 44 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2827 ad_requests with mean bid_floor 14.4, 1 impressions of adomain 'sfstractor.com' with mean price 1.4, 2 impressions of adomain 'tiktok.com' with mean price 2.8; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 2.0; 2 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.videomedia.photovideomaker.slideshow', 2 ad_requests with mean bid_floor 94.6; 3 sessions in app 'com.vitastudio.solitaire', 42 ad_requests with mean bid_floor 24.6; 21 sessions in app 'com.wildcard.classicspades', 665 ad_requests with mean bid_floor 4.6, 1 impressions of adomain '9snail.com' with mean price 0.5, 4 impressions of adomain 'activerecoveryessentials.com' with mean price 0.3, 55 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'aveeno.com' with mean price 0.3, 1 impressions of adomain 'azaleapools.com' with mean price 1.0, 3 impressions of adomain 'belfurniture.com' with mean price 0.8, 1 impressions of adomain 'bradshawhome.com' with mean price 0.2, 12 impressions of adomain 'disneyplus.com' with mean price 0.3, 6 impressions of adomain 'dripdrop.com' with mean price 1.1, 1 impressions of adomain 'familydollar.com' with mean price 0.3, 2 impressions of adomain 'frostbank.com' with mean price 0.3, 3 impressions of adomain 'gatorade.com' with mean price 0.8, 3 impressions of adomain 'google.com' with mean price 0.3, 8 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'hellostretch.com' with mean price 0.5, 3 impressions of adomain 'homes.com' with mean price 0.2, 3 impressions of adomain 'kelloggs.com' with mean price 0.8, 4 impressions of adomain 'kohls.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 6 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 15 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'nuunlife.com' with mean price 0.4, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 9 impressions of adomain 'onpointcustomhomes.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 2 impressions of adomain 'pentlyconger.com' with mean price 0.8, 1 impressions of adomain 'philips.com' with mean price 0.4, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 7 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'qualify-medicare.co' with mean price 0.3, 1 impressions of adomain 'sfstractor.com' with mean price 1.0, 1 impressions of adomain 'siriusxm.com' with mean price 0.2, 2 impressions of adomain 'sliding.toys' with mean price 0.3, 3 impressions of adomain 'sprouts.com' with mean price 0.5, 5 impressions of adomain 'texasmattressmakers.com' with mean price 0.5, 1 impressions of adomain 'theraworx.com' with mean price 0.3, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 2 impressions of adomain 'ulta.com' with mean price 0.2, 2 impressions of adomain 'ultimahealth.com' with mean price 0.3, 38 impressions of adomain 'walgreens.com' with mean price 0.7, 5 impressions of adomain 'wendys.com' with mean price 0.4, 5 impressions of adomain 'wkkellogg.com' with mean price 0.3, 2 impressions of adomain 'xifaxan.com' with mean price 0.5; 13 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 957 ad_requests with mean bid_floor 5.2, 1 impressions of adomain 'alcapone-us.com' with mean price 0.7, 1 impressions of adomain 'carolineuptownwest.com' with mean price 2.2, 3 impressions of adomain 'cdw.com' with mean price 0.9, 1 impressions of adomain 'chelanfresh.com' with mean price 0.8, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.4, 1 impressions of adomain 'frostbank.com' with mean price 0.6, 2 impressions of adomain 'hccs.edu' with mean price 0.7, 1 impressions of adomain 'prosperitybankusa.com' with mean price 1.5, 1 impressions of adomain 'smslegal.com' with mean price 0.7, 1 impressions of adomain 'tidedrycleanerstx.com' with mean price 0.6, 11 impressions of adomain 'vapecity.us' with mean price 1.1, 5 impressions of adomain 'walgreens.com' with mean price 0.7; 29 sessions in app 'gin.rummy.plus.free.online.offline.classic.card.game', 1431 ad_requests with mean bid_floor 2.5, 1 impressions of adomain 'houstonneurologyclinic.com' with mean price 1.5, 1 impressions of adomain 'ponant.com' with mean price 1.8, 1 impressions of adomain 'vapecity.us' with mean price 1.8; 1 sessions in app 'in.playsimple.wordsearch', 3 ad_requests with mean bid_floor 7.8; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 12.4; 1 sessions in app 'net.peakgames.ginrummyplus', 9 ad_requests with mean bid_floor 37.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 15;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 6255;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.443933520903883;partition is 1993;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_7d' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_100k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '0c0c0221-af54-4e7c-a308-b7abe77c26fd;'uuid is '24438297-dc9b-4110-8435-9b063b44aebe';bid_timestamp is '2024-12-14 2:17:14';device_id is '0c0c0221-af54-4e7c-a308-b7abe77c26fd';biddate is '2024-12-14';country is 'USA';app is 'jigsaw.puzzle.game.banana';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 5.5470410734415;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 3.684044;placement_historical_value is 4.801019;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 24202724 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.36;prior_theme_impressions_count is 2;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-14 02:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '16 sessions in app '9ezS8zyPeR1l', 0 ad_requests with mean bid_floor 0.0; 76 sessions in app 'com.blackout.backgammon', 1578 ad_requests with mean bid_floor 12.1, 1 impressions of adomain 'albertsons.com' with mean price 2.3, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.5, 1 impressions of adomain 'newpub.co/spades' with mean price 3.9, 1 impressions of adomain 'thomasjhenrylaw.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 1 impressions of adomain 'unilever.com' with mean price 0.2; 2 sessions in app 'com.clipwiregames.tpirbingo', 27 ad_requests with mean bid_floor 8.1; 3 sessions in app 'com.fiogonia.spades', 14 ad_requests with mean bid_floor 11.3; 29 sessions in app 'com.fugo.wow', 2570 ad_requests with mean bid_floor 14.9, 1 impressions of adomain 'allergan.com' with mean price 2.6, 4 impressions of adomain 'bk.com' with mean price 1.9, 7 impressions of adomain 'bluebuffalo.com' with mean price 3.7, 1 impressions of adomain 'bushbeans.com' with mean price 2.5, 1 impressions of adomain 'coca-cola.com' with mean price 2.8, 4 impressions of adomain 'davidweekleyhomes.com' with mean price 2.2, 1 impressions of adomain 'flagstaffarizona.org' with mean price 0.8, 2 impressions of adomain 'goldbond.com' with mean price 2.7, 4 impressions of adomain 'havertys.com' with mean price 1.6, 1 impressions of adomain 'jetblue.com' with mean price 1.2, 1 impressions of adomain 'reyeslaw.com' with mean price 2.7, 2 impressions of adomain 'vanguard.com' with mean price 0.9; 25 sessions in app 'com.funnut.videopoker', 66 ad_requests with mean bid_floor 8.4; 4 sessions in app 'com.king.candycrushsaga', 15 ad_requests with mean bid_floor 22.4; 76 sessions in app 'com.mobilityware.Spades', 10762 ad_requests with mean bid_floor 10.6, 2 impressions of adomain 'amazon.com' with mean price 2.9, 2 impressions of adomain 'applebees.com' with mean price 2.1, 1 impressions of adomain 'bhhs.com' with mean price 2.2, 5 impressions of adomain 'centralmarket.com' with mean price 2.8, 11 clicks of adomain 'com.solvabet.zeus', 22 impressions of adomain 'com.solvabet.zeus' with mean price 4.5, 21 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 4.6, 13 clicks of adomain 'com.tacticalsyndicate.assess', 2 clicks of adomain 'enerjoy.life', 2 impressions of adomain 'enerjoy.life' with mean price 1.9, 2 clicks of adomain 'ezhealth.app', 2 impressions of adomain 'ezhealth.app' with mean price 4.2, 3 impressions of adomain 'facebook.com' with mean price 6.0, 1 clicks of adomain 'facebook.com', 2 impressions of adomain 'fiverr.com' with mean price 3.2, 1 impressions of adomain 'floorcoveringsinternational.com' with mean price 2.2, 3 clicks of adomain 'gamehaus.com', 5 impressions of adomain 'gamehaus.com' with mean price 2.2, 5 impressions of adomain 'healthprimal.com' with mean price 7.7, 3 impressions of adomain 'lyft.com' with mean price 2.5, 2 clicks of adomain 'lyft.com', 5 impressions of adomain 'metabolicmaintenance.com' with mean price 2.2, 4 clicks of adomain 'metabolicmaintenance.com', 2 impressions of adomain 'mytona.com' with mean price 2.7, 3 impressions of adomain 'pixel.green' with mean price 3.3, 16 clicks of adomain 'productmadness.com', 27 impressions of adomain 'productmadness.com' with mean price 2.2, 4 clicks of adomain 'redecor.com', 5 impressions of adomain 'redecor.com' with mean price 2.1, 14 impressions of adomain 'spectrum.com' with mean price 4.2, 3 clicks of adomain 'tech.pokergaga.net', 6 impressions of adomain 'tech.pokergaga.net' with mean price 2.5, 1 impressions of adomain 'whoop.com' with mean price 5.6; 1 sessions in app 'com.sciplay.dancingdrumsslots', 109 ad_requests with mean bid_floor 32.7; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.4; 33 sessions in app 'com.tripledot.woodoku', 4828 ad_requests with mean bid_floor 7.3, 7 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'belbrandsusa.com' with mean price 0.6, 5 impressions of adomain 'bluebuffalo.com' with mean price 1.9, 1 impressions of adomain 'cenitawilliamson.com' with mean price 1.1, 1 impressions of adomain 'chomps.com' with mean price 0.3, 7 impressions of adomain 'coca-cola.com' with mean price 2.8, 1 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'crest.com' with mean price 0.6, 1 impressions of adomain 'cslplasma.com' with mean price 1.1, 1 impressions of adomain 'cuisinart.com' with mean price 0.3, 24 impressions of adomain 'davidweekleyhomes.com' with mean price 0.6, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 3 impressions of adomain 'eupry.com' with mean price 0.8, 3 impressions of adomain 'excedrin.com' with mean price 0.6, 79 impressions of adomain 'flagstaffarizona.org' with mean price 0.9, 1 impressions of adomain 'franciscan.edu' with mean price 0.7, 3 impressions of adomain 'frontgate.com' with mean price 0.8, 1 impressions of adomain 'furniturerow.com' with mean price 0.1, 3 impressions of adomain 'geico.com' with mean price 2.9, 1 impressions of adomain 'goodnes.com' with mean price 1.1, 1 impressions of adomain 'goodnites.com' with mean price 0.4, 1 impressions of adomain 'guildeducation.com' with mean price 1.0, 7 impressions of adomain 'hp.com' with mean price 3.7, 1 impressions of adomain 'ivory.com' with mean price 0.5, 1 impressions of adomain 'mazdausa.com' with mean price 1.0, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'naturalgrocers.com' with mean price 0.3, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'paycom.com' with mean price 1.1, 5 impressions of adomain 'paypal.com' with mean price 1.2, 1 impressions of adomain 'planetfitness.com' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'poweringflorida.com' with mean price 1.1, 1 impressions of adomain 'progressive.com' with mean price 0.3, 4 impressions of adomain 'salesforce.com' with mean price 2.0, 2 impressions of adomain 'samsung.com' with mean price 0.4, 4 impressions of adomain 'scooterscoffee.com' with mean price 0.6, 5 impressions of adomain 'scottbrand.com' with mean price 0.8, 1 impressions of adomain 'secret.com' with mean price 0.7, 2 impressions of adomain 'speakupinbronchiectasis.com' with mean price 0.3, 3 impressions of adomain 'stonyfield.com' with mean price 0.6, 14 impressions of adomain 'telluride.com' with mean price 3.3, 1 impressions of adomain 'theraflu.com' with mean price 0.8, 1 impressions of adomain 'tiktok.com' with mean price 0.6, 4 impressions of adomain 'tums.com' with mean price 0.6, 11 impressions of adomain 'vanguard.com' with mean price 0.8, 1 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'visitanaheim.org' with mean price 0.3, 6 impressions of adomain 'visitcarlsbad.com' with mean price 0.8, 7 impressions of adomain 'visitgalveston.com' with mean price 0.8, 5 impressions of adomain 'walgreens.com' with mean price 0.7, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.1; 17 sessions in app 'com.vitastudio.mahjong', 657 ad_requests with mean bid_floor 16.4, 9 impressions of adomain 'amazon.com' with mean price 0.4, 4 impressions of adomain 'flagstaffarizona.org' with mean price 0.6, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'goldbond.com' with mean price 0.3, 1 impressions of adomain 'roomstogo.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.1, 1 impressions of adomain 'solaray.com' with mean price 0.5, 4 impressions of adomain 'spectrum.com' with mean price 0.5, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'visitcarlsbad.com' with mean price 1.2, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 4 sessions in app 'com.wonderpeople.megahitpoker.global', 25 ad_requests with mean bid_floor 73.7; 1 sessions in app 'com.wordgame.words.connect', 7 ad_requests with mean bid_floor 8.4; 3 sessions in app 'in.playsimple.tripcross', 11 ad_requests with mean bid_floor 4.0; 14 sessions in app 'in.playsimple.wordtrip', 65 ad_requests with mean bid_floor 12.0; 1 sessions in app 'jigsaw.puzzle.game.banana', 23 ad_requests with mean bid_floor 11.7, 1 impressions of adomain 'walmart.com' with mean price 0.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 6722;channel is 'USA/V/bidmachine/jigsaw.puzzle.game.banana/False/126';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.758874598466571;partition is 1993;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'bm_clickers_newpubco_klondikesolitaire_similar_apps_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'bm_clickers_on_casino_newpubco_klondikesolitaire_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '6851c68f-bf76-4afa-acf1-582a13899169;'uuid is 'b1c55bc2-9507-489b-80c7-f524588edc05';bid_timestamp is '2024-12-13 1:37:33';device_id is '6851c68f-bf76-4afa-acf1-582a13899169';biddate is '2024-12-13';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 20;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 14 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 4.24;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 56 ;time_since_impression is 19950151 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.65;prior_theme_impressions_count is 56;prior_tag_clicks_count is 4 ;time_since_click is '30233483';hour is '2024-12-13 01:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '27 sessions in app 'air.ru.crazypanda.wpcm', 135 ad_requests with mean bid_floor 47.0; 1 sessions in app 'com.akramsalah.removalofmetalstructure', 15 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'disneyplus.com' with mean price 1.0; 2 sessions in app 'com.burgannogames.domynamess', 55 ad_requests with mean bid_floor 6.2; 11 sessions in app 'com.digitalchemy.calculator.freedecimal', 32 ad_requests with mean bid_floor 136.5; 24 sessions in app 'com.fiogonia.euchre', 672 ad_requests with mean bid_floor 31.6; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 6.2; 4 sessions in app 'com.fzstudio.STribe', 236 ad_requests with mean bid_floor 8.0; 45 sessions in app 'com.mobilityware.Spades', 3864 ad_requests with mean bid_floor 13.8, 1 impressions of adomain 'amazon.com' with mean price 3.8, 1 clicks of adomain 'chardonnaypartners.com', 1 impressions of adomain 'chardonnaypartners.com' with mean price 5.3, 1 clicks of adomain 'chime.com', 4 impressions of adomain 'chime.com' with mean price 5.7, 1 impressions of adomain 'healthprimal.com' with mean price 6.2, 2 impressions of adomain 'spectrum.com' with mean price 3.3, 2 impressions of adomain 'vc32cccaa.app-ads-txt.com' with mean price 3.9; 1 sessions in app 'com.onet.number.free.puzzle.matchten', 1 ad_requests with mean bid_floor 4.7; 36 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1285 ad_requests with mean bid_floor 13.0, 3 impressions of adomain 'newpub.co' with mean price 7.6, 4 impressions of adomain 'newpub.co/spades' with mean price 12.7; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.tripledot.woodoku', 17 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 6.7; 116 sessions in app 'com.zynga.words3', 3444 ad_requests with mean bid_floor 19.1, 1 impressions of adomain 'azmedical.com' with mean price 1.0, 1 clicks of adomain 'babytrend.com', 1 impressions of adomain 'babytrend.com' with mean price 0.4, 1 impressions of adomain 'homedepot.com' with mean price 0.3, 3 impressions of adomain 'janssen.com' with mean price 0.6, 2 impressions of adomain 'newpub.co/spades' with mean price 22.2, 2 impressions of adomain 'paypal.com' with mean price 6.2, 4 impressions of adomain 'sublocade.com' with mean price 0.7, 1 impressions of adomain 'ulta.com' with mean price 0.5; 2 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 25.4; 17 sessions in app 'spades.solitaire.card.games.free', 518 ad_requests with mean bid_floor 37.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 5541;channel is 'USA/I/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 8398;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.247654818735414;partition is 3263;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_100k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_all_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_100k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '55e789bd-6d70-4156-82be-d6cfa118ecce;'uuid is 'c1516a17-5344-48f5-8068-faca57eddf5b';bid_timestamp is '2024-12-30 1:30:52';device_id is '55e789bd-6d70-4156-82be-d6cfa118ecce';biddate is '2024-12-30';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 32.7977317803063;target_cpi is 3.62597286740147;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 2.1465 ;min_floor is ;bidmachine_placement_value is 26.5;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 113265 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.34;prior_theme_impressions_count is 7;prior_tag_clicks_count is 6 ;time_since_click is '113261';hour is '2024-12-30 01:00:00+00:00';day_of_week is '0';os_version is 11;user_behavior_stats_in_past is '53 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2226 ad_requests with mean bid_floor 9.5, 2 impressions of adomain 'ads.netapop.com' with mean price 4.7, 1 impressions of adomain 'mobilesafetytech.com' with mean price 2.3, 2 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 55.6, 1 clicks of adomain 'temu.com', 3 impressions of adomain 'temu.com' with mean price 47.4, 1 impressions of adomain 'thelifesaving.co' with mean price 28.5; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 5.8; 6 sessions in app 'net.cinescope.cinescope', 31 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 31;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 31;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.365517663196082;partition is 3327;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '9531dcb1-26a8-48a1-b1d5-7bff8b4c2bef;'uuid is 'ebb13022-96cf-43c2-9337-dee479d76c45';bid_timestamp is '2024-12-30 15:06:42';device_id is '9531dcb1-26a8-48a1-b1d5-7bff8b4c2bef';biddate is '2024-12-30';country is 'USA';app is 'com.sophungamesltd.orientile';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 9.88884845675248;target_cpi is 2;campaign is 57738;creative_id is 228773;session_duration is 0 ;seller_name is 'Sophun Games Limited';seller_id is 365;content_type is 'vi';bid_floor is 5.66357299999999 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 6.697767;third_party_bid_price is 5.66357341770878;prior_tag_impressions_count is 1 ;time_since_impression is 8643820 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.09;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '8643817';hour is '2024-12-30 15:00:00+00:00';day_of_week is '0';os_version is 15;user_behavior_stats_in_past is '19 sessions in app 'bubble.shooter.exxtreme', 2301 ad_requests with mean bid_floor 34.3; 1 sessions in app 'com.block.juggle', 7 ad_requests with mean bid_floor 28.7; 1 sessions in app 'com.blocky.quest', 20 ad_requests with mean bid_floor 65.7, 1 clicks of adomain 'hungrystudio.com/blocks', 1 impressions of adomain 'hungrystudio.com/blocks' with mean price 84.1; 5 sessions in app 'com.champion.cubes', 547 ad_requests with mean bid_floor 20.1; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 9.9; 9 sessions in app 'com.uhd.wallpapers4k.live.background.lockscreen', 14 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 5.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2401;channel is 'USA/V/bidmachine/com.sophungamesltd.orientile/False/365';time_since_click_in_hours is 2401;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.603221498505236;partition is 2590;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.scopely.monopolygo_Android_CPI_social_casino_install_abdoul_500k_01_14_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.biblecode_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '26bec348-4fa7-48fe-9653-c9650211ef73;'uuid is 'cebfe044-737b-4eda-a398-d89f2120d3ff';bid_timestamp is '2024-12-24 23:28:49';device_id is '26bec348-4fa7-48fe-9653-c9650211ef73';biddate is '2024-12-24';country is 'USA';app is 'com.puzzleplanetstudio.traffic.escape.city.rush';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 1.45985589341031;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.474627;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 54931 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.3;prior_theme_impressions_count is 10;prior_tag_clicks_count is 6 ;time_since_click is '55066';hour is '2024-12-24 23:00:00+00:00';day_of_week is '1';os_version is 10;user_behavior_stats_in_past is '2 sessions in app 'com.airhorn.sounds.prank.haircut.fartprank.joke', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.facemoji.animation.live.ai.keyboard.skins', 7 ad_requests with mean bid_floor 3.8; 5 sessions in app 'com.funnyprank.sounds.fake.haircut.prank', 54 ad_requests with mean bid_floor 5.3; 7 sessions in app 'com.funnysounds.farts.prank.sounds.app.funnyjoke', 48 ad_requests with mean bid_floor 6.0; 3 sessions in app 'com.haircut.fart.air.horn.funny.prank.game.free', 27 ad_requests with mean bid_floor 4.2; 3 sessions in app 'com.haircut.fart.airhorn.funnysound.prank.game.play.pp', 26 ad_requests with mean bid_floor 4.5; 5 sessions in app 'com.hdwallpapers.live.anime4k.background.lockscreen', 18 ad_requests with mean bid_floor 4.5; 4 sessions in app 'com.lie.detector.turthtest.funny.sound.funny.air.prank', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.prank.haircut.fart.airhorn.funnysound.box', 18 ad_requests with mean bid_floor 4.7; 6 sessions in app 'com.prank.sounds.airhorn.fart.haircut.funny.game.play', 7 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.prank.sounds.funny.game.haircut.fart.air.horn', 5 ad_requests with mean bid_floor 6.7; 5 sessions in app 'com.prankapp.soundprank.funnysound.air.horn.game.tool', 43 ad_requests with mean bid_floor 4.7; 2 sessions in app 'com.pranksound.funnysound.hairclipper.fart.airhorn.hhpp', 11 ad_requests with mean bid_floor 5.6; 3 sessions in app 'com.x4d.live.wallpaper.pixel4d.hd4k', 23 ad_requests with mean bid_floor 4.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 15;channel is 'USA/I/applovin/com.puzzleplanetstudio.traffic.escape.city.rush/False/117';time_since_click_in_hours is 15;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.321760645934559;partition is 714;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V3_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.blackout.spades_USA_30d' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd1a8a1d4-17e4-4208-acf7-a29fb8659bc9;'uuid is 'adad69c4-8c37-4d1a-a15f-5dee679b69be';bid_timestamp is '2025-01-09 23:15:01';device_id is 'd1a8a1d4-17e4-4208-acf7-a29fb8659bc9';biddate is '2025-01-09';country is 'USA';app is 'com.vitastudio.solitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'unity sdk';raw_price is 9.78343173861503;target_cpi is 0.8;campaign is 57765;creative_id is 228773;session_duration is 0 ;seller_name is 'Unity SSP';seller_id is 113;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.318;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 6242681 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.2;prior_theme_impressions_count is 15;prior_tag_clicks_count is 2 ;time_since_click is '22636168';hour is '2025-01-09 23:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior_stats_in_past is '2 sessions in app 'com.blackout.spades', 61 ad_requests with mean bid_floor 35.1; 3 sessions in app 'com.playvalve.spades', 652 ad_requests with mean bid_floor 50.8; 33 sessions in app 'com.vitastudio.solitaire', 66 ad_requests with mean bid_floor 8.3; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 10 ad_requests with mean bid_floor 1.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1734;channel is 'USA/I/unity sdk/com.vitastudio.solitaire/False/113';time_since_click_in_hours is 6288;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.54215356748466;partition is 507;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'bloom_com.vitastudio.solitaire_USA_80' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.vitastudio.solitaire_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'bloom_com.vitastudio.solitaire_USA_95' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7853a964-f20c-4d24-af10-812a78b94678;'uuid is 'cd006417-cd05-4c70-8532-4b05b9efb1fd';bid_timestamp is '2025-01-11 2:46:33';device_id is '7853a964-f20c-4d24-af10-812a78b94678';biddate is '2025-01-11';country is 'USA';app is 'com.solitarie.card.regal.game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 8.19842094804739;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Shishan Technology Co., Ltd.';seller_id is 458;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 50.236967;placement_historical_value is 6.767442;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 198146 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.83;prior_theme_impressions_count is 7;prior_tag_clicks_count is 7 ;time_since_click is '198143';hour is '2025-01-11 02:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '4 sessions in app 'beetles.puzzle.solitaire', 231 ad_requests with mean bid_floor 19.1, 1 impressions of adomain 'spectrum.com' with mean price 2.2; 11 sessions in app 'classic.card.solitaire.pgmaker', 188 ad_requests with mean bid_floor 16.4, 13 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'br.coffee' with mean price 1.0, 1 clicks of adomain 'fruit-gaming.com', 1 impressions of adomain 'fruit-gaming.com' with mean price 42.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.5; 17 sessions in app 'com.bigcake.android.spidersolitaire', 152 ad_requests with mean bid_floor 15.5, 9 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'colgate.com' with mean price 0.6, 1 impressions of adomain 'fortressbrand.com' with mean price 0.6, 1 impressions of adomain 'honda.com' with mean price 0.8, 1 impressions of adomain 'izervay.com' with mean price 1.7, 2 impressions of adomain 'nubeqa-us.com' with mean price 0.9, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'specialolympics.org' with mean price 1.0, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 16 sessions in app 'com.blackout.spades', 261 ad_requests with mean bid_floor 36.5; 2 sessions in app 'com.brainium.solitairefree', 50 ad_requests with mean bid_floor 1.7, 1 impressions of adomain 'hystlerunn.com' with mean price 0.3, 2 impressions of adomain 'learnings.ai' with mean price 0.4, 1 impressions of adomain 'playsimple.in' with mean price 0.2; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 6 ad_requests with mean bid_floor 0.9; 5 sessions in app 'com.easybrain.spider.solitaire', 337 ad_requests with mean bid_floor 24.6, 1 impressions of adomain 'drymedic.com' with mean price 0.2, 1 impressions of adomain 'mazdausa.com' with mean price 0.4, 1 impressions of adomain 'netgear.com' with mean price 0.2; 2 sessions in app 'com.fiogonia.spades', 18 ad_requests with mean bid_floor 8.4; 1 sessions in app 'com.fiogonia.yatzy', 9 ad_requests with mean bid_floor 63.5; 1 sessions in app 'com.fugo.wow', 8 ad_requests with mean bid_floor 6.1; 3 sessions in app 'com.homa.free.solitaire.card.game', 3 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.mahjong.op.gp', 409 ad_requests with mean bid_floor 79.2, 1 clicks of adomain 'gamovation.com', 1 impressions of adomain 'gamovation.com' with mean price 41.1, 1 impressions of adomain 'ruizfoods.com' with mean price 0.7; 2 sessions in app 'com.mobilityware.CastleSolitaire', 138 ad_requests with mean bid_floor 10.6, 1 impressions of adomain 'callapp.com' with mean price 0.1, 1 impressions of adomain 'lumryz.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'sliding.toys' with mean price 0.3; 5 sessions in app 'com.newpubco.klondikesolitaire', 55 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'bidease.com' with mean price 0.1, 1 impressions of adomain 'chrysler.com' with mean price 2.2, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1; 4 sessions in app 'com.newpubco.spades', 52 ad_requests with mean bid_floor 8.4, 1 impressions of adomain 'astrazeneca.com' with mean price 0.8, 1 impressions of adomain 'drinkolipop.com' with mean price 0.7, 1 impressions of adomain 'houstonmethodist.org' with mean price 2.0, 1 impressions of adomain 'olay.com' with mean price 0.5; 4 sessions in app 'com.niuaigo.solitaire.klondike', 32 ad_requests with mean bid_floor 64.2; 1 sessions in app 'com.oakgames.linked2248.numberpuzzle', 5 ad_requests with mean bid_floor 0.0; 15 sessions in app 'com.opgames.mahjongtile.gp', 95 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.3; 5 sessions in app 'com.otium.solitaire.classic.card.game', 74 ad_requests with mean bid_floor 48.3; 1 sessions in app 'com.otsbet.app', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 6.6; 3 sessions in app 'com.playvalve.spades', 40 ad_requests with mean bid_floor 60.3; 4 sessions in app 'com.smilerlee.klondike', 0 ad_requests with mean bid_floor 0.0; 16 sessions in app 'com.solitaire.cards.deluxe', 155 ad_requests with mean bid_floor 0.3, 1 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'justplayapps.com' with mean price 0.1; 9 sessions in app 'com.solitaire.daily.challenge.card.game', 84 ad_requests with mean bid_floor 20.7; 2 sessions in app 'com.solitaire.jianhuan.card', 27 ad_requests with mean bid_floor 2.3; 25 sessions in app 'com.solitaire.relax.classic.card.game', 400 ad_requests with mean bid_floor 34.5; 38 sessions in app 'com.solitarie.card.regal.game', 740 ad_requests with mean bid_floor 6.2; 6 sessions in app 'com.standard.puzzle.collection.solitaire', 80 ad_requests with mean bid_floor 48.3; 27 sessions in app 'com.standard.puzzle.ooybaa.solitaire', 203 ad_requests with mean bid_floor 4.4; 3 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 7.3; 5 sessions in app 'com.vitastudio.solitaire', 158 ad_requests with mean bid_floor 47.9, 4 impressions of adomain 'astrazeneca.com' with mean price 0.6, 1 impressions of adomain 'goodrx.com' with mean price 1.3, 1 impressions of adomain 'subaru.com' with mean price 0.5, 13 impressions of adomain 'walmart.com' with mean price 1.4; 11 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 27 ad_requests with mean bid_floor 101.1; 19 sessions in app 'games.conifer.card.spider.solitaire.free', 196 ad_requests with mean bid_floor 23.8; 7 sessions in app 'in.playsimple.tripcross', 315 ad_requests with mean bid_floor 11.1, 2 impressions of adomain 'sublocade.com' with mean price 0.9; 3 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 12.1; 15 sessions in app 'klondike.solitaire.cardgames.puzzle.free.offline.freecell.spider', 184 ad_requests with mean bid_floor 9.6; 6 sessions in app 'solitaire.arcadegames.freecard.solitaireplus.epic.klodike', 46 ad_requests with mean bid_floor 40.6; 5 sessions in app 'solitaire.card.games.free.klondike.solitaire.classic.fun', 13 ad_requests with mean bid_floor 11.6; 110 sessions in app 'solitaire.collection.klondike.spider.card.games', 2136 ad_requests with mean bid_floor 34.3; 3 sessions in app 'solitaire.collection.klondike.spider.freecell.tripeaks.pyramid.cardgame', 20 ad_requests with mean bid_floor 44.2; 63 sessions in app 'solitaire.klondike.classic.card.games', 1462 ad_requests with mean bid_floor 57.2; 8 sessions in app 'solitaire.klondike.classic.patience.card.games', 127 ad_requests with mean bid_floor 30.6; 2 sessions in app 'solitaire.spider.card.free.mania', 12 ad_requests with mean bid_floor 16.3; 8 sessions in app 'spider.classic.solitaire.card.pgmaker', 47 ad_requests with mean bid_floor 16.2, 2 impressions of adomain 'gelighting.com' with mean price 0.8, 1 impressions of adomain 'haleon.com' with mean price 0.5, 2 impressions of adomain 'hillspet.com' with mean price 0.5, 1 impressions of adomain 'pepcid.com' with mean price 2.0, 1 impressions of adomain 'roomstogo.com' with mean price 1.6, 1 impressions of adomain 'tastesalud.com' with mean price 0.5; 3 sessions in app 'spider.solitaire.card.bgames', 20 ad_requests with mean bid_floor 10.5, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'pepcid.com' with mean price 0.7, 1 impressions of adomain 'ruizfoods.com' with mean price 0.9, 1 impressions of adomain 'sauerbrandsinc.com' with mean price 1.1, 2 impressions of adomain 'walgreens.com' with mean price 1.2; 41 sessions in app 'spider.solitaire.card.games', 377 ad_requests with mean bid_floor 40.4; 10 sessions in app 'spider.solitaire.card.games.free.no.ads.klondike.solitare.patience.king', 140 ad_requests with mean bid_floor 1.2, 2 impressions of adomain 'amazon.com' with mean price 1.2, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 2 impressions of adomain 'southtexascollege.edu' with mean price 2.6, 2 impressions of adomain 'txtav.com' with mean price 1.1, 1 impressions of adomain 'walgreens.com' with mean price 0.6; 4 sessions in app 'spider.solitaire.classic.card.games.makeup', 38 ad_requests with mean bid_floor 74.5; 1 sessions in app 'spider.solitaire.classic.solitaire.card.games', 1 ad_requests with mean bid_floor 2.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 55;channel is 'USA/I/bidmachine/com.solitarie.card.regal.game/False/458';time_since_click_in_hours is 55;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.294097457011741;partition is 507;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.vitastudio.mahjong_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is '2ba775dc-a8cc-4e2a-b980-481c5b340046';bid_timestamp is '2025-01-29 1:05:33';device_id is '7b626978-07b1-4b7a-a69a-b8edf7c395aa';biddate is '2025-01-29';country is 'USA';app is 'com.master.goalkeeper.game';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 0.723799876920876;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 6 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-29 01:00:00+00:00';day_of_week is '2';os_version is 9;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/com.master.goalkeeper.game/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.95338956520095;partition is 1123;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '0dd08bdc-3811-405f-9490-01c82514226d;'uuid is 'db9a3ede-7556-45b9-9b3d-416a0ff62fa7';bid_timestamp is '2025-01-14 17:12:33';device_id is '0dd08bdc-3811-405f-9490-01c82514226d';biddate is '2025-01-14';country is 'USA';app is 'com.pin.screw.color.nuts.bolts.spin.free.game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 1.60980996602882;target_cpi is 4.93402474565542;campaign is 57948;creative_id is 228773;session_duration is 0 ;seller_name is 'Maverick Mobile MAX';seller_id is 222;content_type is 'vie';bid_floor is 0.134156 ;min_floor is ;bidmachine_placement_value is 9.9375;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 33 ;time_since_impression is 19367 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.42;prior_theme_impressions_count is 33;prior_tag_clicks_count is 4 ;time_since_click is '50008';hour is '2025-01-14 17:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 16 ad_requests with mean bid_floor 0.4; 2 sessions in app 'ball.sort.puzzle.color.game.bubble.sorting.free', 46 ad_requests with mean bid_floor 5.7, 2 impressions of adomain 'starbucks.com' with mean price 0.5; 1 sessions in app 'com.bonnie.trafficescape', 16 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.eightgreatgames.twistjam3d', 79 ad_requests with mean bid_floor 19.4; 3 sessions in app 'com.fcmusicplayer.app', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.gamincat.roomsort', 10 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.gma.water.sort.puzzle', 6 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 1 ad_requests with mean bid_floor 0.0; 170 sessions in app 'com.pin.screw.color.nuts.bolts.spin.free.game', 10766 ad_requests with mean bid_floor 3.2, 2 impressions of adomain '5252slot.com' with mean price 1.5, 1 impressions of adomain '9snail.com' with mean price 0.0, 6 impressions of adomain 'abigames.com.vn' with mean price 0.0, 2193 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'airfiltersdelivered.com' with mean price 0.1, 3 clicks of adomain 'aliexpress.com', 22 impressions of adomain 'aliexpress.com' with mean price 1.9, 1 impressions of adomain 'all-laundry.com' with mean price 0.1, 1 impressions of adomain 'amazfit.com' with mean price 0.3, 96 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'amerisbank.com' with mean price 0.2, 1 impressions of adomain 'amscope.com' with mean price 0.1, 3 impressions of adomain 'ariat.com' with mean price 0.2, 2 impressions of adomain 'arlo.com' with mean price 0.3, 3 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'benjaminone.com' with mean price 0.0, 1 impressions of adomain 'bestbuy.com' with mean price 0.3, 7 impressions of adomain 'bigo.tv' with mean price 0.8, 1 impressions of adomain 'bmot.com' with mean price 0.1, 9 impressions of adomain 'bumble.com' with mean price 0.0, 2 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'campbells.com' with mean price 0.1, 1 impressions of adomain 'cedarhurstliving.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.2, 24 impressions of adomain 'coca-cola.com' with mean price 0.2, 9 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'compareguard.com' with mean price 1.9, 12 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'dailybenefits.co' with mean price 0.0, 2 impressions of adomain 'dave.com' with mean price 0.0, 1 impressions of adomain 'davines.com' with mean price 0.1, 2 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'dexcom.com' with mean price 0.9, 3 impressions of adomain 'discovery.com' with mean price 0.4, 133 impressions of adomain 'disneyplus.com' with mean price 0.0, 6 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'dyson.com' with mean price 0.2, 2 impressions of adomain 'eatdelve.com' with mean price 0.3, 1 impressions of adomain 'eatiqbar.com' with mean price 0.2, 1 impressions of adomain 'ensure.com' with mean price 0.2, 2 impressions of adomain 'espn.com' with mean price 0.2, 4 impressions of adomain 'fanniemae.com' with mean price 0.2, 1 impressions of adomain 'ferrarausa.com' with mean price 0.2, 8 impressions of adomain 'fetchrewards.com' with mean price 0.0, 2 impressions of adomain 'fitbit.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'freestylelibre.us' with mean price 0.1, 2 impressions of adomain 'gardenoflife.com' with mean price 0.3, 1 impressions of adomain 'generalmills.com' with mean price 0.2, 3 impressions of adomain 'goodnites.com' with mean price 0.2, 5 impressions of adomain 'google.com' with mean price 0.1, 56 impressions of adomain 'gurugame.ai' with mean price 0.0, 8 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'hallmarkchannel.com' with mean price 0.1, 1 impressions of adomain 'harrow.com' with mean price 0.2, 1 impressions of adomain 'hellobonafide.com' with mean price 0.1, 1 impressions of adomain 'hertz.com' with mean price 0.1, 4 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 1 impressions of adomain 'hims.com' with mean price 0.3, 4 impressions of adomain 'honest.com' with mean price 0.1, 1 impressions of adomain 'humann.com' with mean price 0.1, 205 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'iottechnews.com' with mean price 0.0, 1 impressions of adomain 'iwgplc.com' with mean price 0.4, 1 impressions of adomain 'jacklinks.com' with mean price 0.5, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'joinpogo.com' with mean price 2.9, 1 impressions of adomain 'jstrickland.net' with mean price 0.3, 4 impressions of adomain 'justdice.io' with mean price 0.0, 2 impressions of adomain 'kelloggs.com' with mean price 1.3, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 impressions of adomain 'kleenex.com' with mean price 0.2, 1 impressions of adomain 'koalitywindowcleaningga.com' with mean price 0.1, 3 impressions of adomain 'kohler.com' with mean price 0.3, 2 impressions of adomain 'kohls.com' with mean price 0.3, 1 impressions of adomain 'la-z-boy.com' with mean price 0.1, 2 impressions of adomain 'lacteol.com' with mean price 0.2, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'lemmelive.com' with mean price 0.5, 1 impressions of adomain 'lemonanagames.com' with mean price 0.0, 10 impressions of adomain 'lenovo.com' with mean price 0.9, 3 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'liveateastwood.com' with mean price 0.3, 1 impressions of adomain 'livenation.com' with mean price 0.3, 2 impressions of adomain 'makeheadway.com' with mean price 0.0, 1 impressions of adomain 'manukahealth.co.nz' with mean price 0.2, 1 impressions of adomain 'meetava.com' with mean price 0.0, 3 impressions of adomain 'meetme.com' with mean price 0.0, 20 impressions of adomain 'megafortuna.co' with mean price 0.0, 10 impressions of adomain 'mercola.com' with mean price 0.4, 1 impressions of adomain 'metrobyt-mobile.com' with mean price 0.1, 2 impressions of adomain 'milkbone.com' with mean price 0.3, 2 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'mms.com' with mean price 0.2, 1 impressions of adomain 'mobile.org' with mean price 0.1, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 4 impressions of adomain 'mobilityware.com' with mean price 0.0, 36 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 3 impressions of adomain 'morganandco.com' with mean price 0.2, 7 impressions of adomain 'mtt.xyz' with mean price 0.0, 3 impressions of adomain 'naturesvariety.com' with mean price 0.2, 1 impressions of adomain 'naturesway.com' with mean price 0.1, 2 impressions of adomain 'nclhltd.com' with mean price 1.3, 2 impressions of adomain 'nestleusa.com' with mean price 0.1, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 5 impressions of adomain 'newbalance.com' with mean price 0.2, 5 clicks of adomain 'newpub.co/spades', 23 impressions of adomain 'newpub.co/spades' with mean price 1.6, 1 impressions of adomain 'nike.com' with mean price 0.0, 3 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 4 impressions of adomain 'nordvpn.com' with mean price 0.1, 4 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'offersdirect.com' with mean price 0.1, 1 impressions of adomain 'ogxbeauty.com' with mean price 0.3, 1 impressions of adomain 'olly.com' with mean price 0.1, 1 impressions of adomain 'oneaday.com' with mean price 0.5, 1 impressions of adomain 'openroadlending.com' with mean price 0.1, 1 impressions of adomain 'ordercoldstone.com' with mean price 0.2, 18 impressions of adomain 'oreo.com' with mean price 0.2, 2 impressions of adomain 'orgain.com' with mean price 0.3, 4 impressions of adomain 'paramount.com' with mean price 0.1, 4 impressions of adomain 'paramountplus.com' with mean price 0.2, 3 impressions of adomain 'peacocktv.com' with mean price 0.2, 2 impressions of adomain 'pentlyconger.com' with mean price 0.0, 3 impressions of adomain 'perdue.com' with mean price 0.2, 4 impressions of adomain 'philips.com' with mean price 0.2, 3 impressions of adomain 'philosophy.com' with mean price 0.2, 3 impressions of adomain 'playsimple.in' with mean price 0.0, 10 impressions of adomain 'pluto.tv' with mean price 0.0, 2 impressions of adomain 'poise.com' with mean price 0.2, 2 impressions of adomain 'premierwellnesspicks.com' with mean price 2.8, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 3 impressions of adomain 'progressive.com' with mean price 0.0, 1 impressions of adomain 'projectcloudshoes.com' with mean price 0.2, 1 impressions of adomain 'protalitynutrition.com' with mean price 0.5, 1 impressions of adomain 'pulmuonefoodsusa.com' with mean price 0.2, 1 impressions of adomain 'qunol.com' with mean price 0.1, 2 impressions of adomain 'redfin.com' with mean price 0.0, 12 impressions of adomain 'revolutionbeauty.us' with mean price 0.3, 1 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'rovio.com' with mean price 0.0, 2 impressions of adomain 'saily.com' with mean price 0.0, 3 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 4 impressions of adomain 'samsung.com' with mean price 0.5, 3 impressions of adomain 'sanofi.com' with mean price 0.3, 1 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'savewithautopay.com' with mean price 0.1, 4 impressions of adomain 'shipt.com' with mean price 0.2, 2 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'simplyhatfield.com' with mean price 0.3, 4 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'skyscanner.com' with mean price 0.0, 1 impressions of adomain 'sleeper.com' with mean price 0.2, 1 impressions of adomain 'sliding.toys' with mean price 0.2, 2 impressions of adomain 'softbakedapps.com' with mean price 0.0, 9 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'sonnysbbq.com' with mean price 0.1, 1 impressions of adomain 'spartanpeptides.com' with mean price 0.7, 1 impressions of adomain 'spider.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'sportsresearch.com' with mean price 0.3, 5 impressions of adomain 'squareup.com' with mean price 0.3, 2 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'start.destinationelsegundo.com' with mean price 0.1, 1 impressions of adomain 'starz.com' with mean price 0.1, 7 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'supportjimmylai.com' with mean price 0.2, 3 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 12 impressions of adomain 'tatesbakeshop.com' with mean price 0.3, 6 impressions of adomain 'tempursealy.com' with mean price 0.3, 27 impressions of adomain 'temu.com' with mean price 0.0, 25 impressions of adomain 'textnow.com' with mean price 2.5, 8 clicks of adomain 'textnow.com', 1 impressions of adomain 'tikipets.com' with mean price 0.3, 5 impressions of adomain 'tjx.com' with mean price 0.0, 3 impressions of adomain 'traditionalmedicinals.com' with mean price 0.2, 6 impressions of adomain 'truthinitiative.org' with mean price 0.3, 1 impressions of adomain 'tylenol.com' with mean price 0.1, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 1 impressions of adomain 'ugg.com' with mean price 0.1, 1 impressions of adomain 'ukg.com' with mean price 0.1, 1 impressions of adomain 'underarmour.com' with mean price 0.3, 8 impressions of adomain 'uphold.com' with mean price 0.0, 1 impressions of adomain 'verbproducts.com' with mean price 0.0, 6 impressions of adomain 'vinegar.com' with mean price 0.3, 3 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'volante.com' with mean price 0.4, 3 impressions of adomain 'vytalogy.com' with mean price 0.2, 1 impressions of adomain 'vyvgart.com' with mean price 0.2, 1 impressions of adomain 'walmart.com' with mean price 0.1, 1 impressions of adomain 'waterproofingauthorityofgeorgia.com' with mean price 0.1, 1 impressions of adomain 'weather.com' with mean price 0.0, 2 impressions of adomain 'webmd.com' with mean price 0.3, 1 impressions of adomain 'wgu.edu' with mean price 0.8, 1 impressions of adomain 'whitecastle.com' with mean price 1.6, 9 impressions of adomain 'wkkellogg.com' with mean price 0.2, 3 impressions of adomain 'wooga.com' with mean price 0.0, 1 impressions of adomain 'www.edamama.ph' with mean price 0.3, 1 impressions of adomain 'xbox.com' with mean price 0.2, 1 impressions of adomain 'xcorpri.com' with mean price 0.1, 2 impressions of adomain 'yourradioplace.com' with mean price 0.2, 4 impressions of adomain 'youtube.com' with mean price 0.2, 2 impressions of adomain 'zencolor.app' with mean price 0.0, 1 impressions of adomain 'zenith-ga.com' with mean price 0.1; 22 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1420 ad_requests with mean bid_floor 14.1; 15 sessions in app 'com.tripledot.solitaire', 3375 ad_requests with mean bid_floor 12.8, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 1 impressions of adomain 'belmontpublications.com' with mean price 3.9, 1 impressions of adomain 'coca-cola.com' with mean price 14.7, 3 impressions of adomain 'crest.com' with mean price 0.5, 1 impressions of adomain 'depend.com' with mean price 0.8, 4 impressions of adomain 'discover.com' with mean price 2.1, 18 impressions of adomain 'geico.com' with mean price 2.6, 1 impressions of adomain 'gillette.com' with mean price 0.6, 1 impressions of adomain 'goodnes.com' with mean price 1.4, 1 impressions of adomain 'ivory.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'merrell.com' with mean price 0.3, 1 impressions of adomain 'metamucil.com' with mean price 0.4, 1 impressions of adomain 'myfitnesspal.com' with mean price 1.3, 1 impressions of adomain 'off-stamp.com' with mean price 2.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'paypal.com' with mean price 0.7, 1 impressions of adomain 'pediasure.com' with mean price 0.8, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.6, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 3 impressions of adomain 'samsclub.com' with mean price 0.6, 1 impressions of adomain 'tums.com' with mean price 0.5, 3 impressions of adomain 'ulta.com' with mean price 1.7, 3 impressions of adomain 'verizonwireless.com' with mean price 0.2, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.1; 5 sessions in app 'com.tripledot.woodoku', 11 ad_requests with mean bid_floor 13.1; 1 sessions in app 'com.yolostudio.theimpostor', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 30.5; 20 sessions in app 'in.playsimple.wordtrip', 90 ad_requests with mean bid_floor 20.0; 2 sessions in app 'loppipoppi.numbermatch', 17 ad_requests with mean bid_floor 1.6, 1 impressions of adomain 'kay.com' with mean price 0.9; 1 sessions in app 'net.zedge.android', 12 ad_requests with mean bid_floor 4.2; 12 sessions in app 'yu.neo.cleanse', 1611 ad_requests with mean bid_floor 13.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 5;channel is 'USA/I/bidmachine/com.pin.screw.color.nuts.bolts.spin.free.game/False/222';time_since_click_in_hours is 14;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.0231327864788584;partition is 3781;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'bloom_com.fiogonia.spades_USA_80']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '668c7254-cbb3-4faf-9630-bd1d7ec3d02a;'uuid is '93fbd64a-9110-4c04-943d-33e4a971d86f';bid_timestamp is '2025-01-11 1:05:06';device_id is '668c7254-cbb3-4faf-9630-bd1d7ec3d02a';biddate is '2025-01-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e24458c99083a8d356c83a7d46793e28';display_manager is 'bidmachine';raw_price is 7.57106427919618;target_cpi is 9.72789828367239;campaign is 57720;creative_id is 229352;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.679305;placement_historical_value is 11.491916;third_party_bid_price is ;prior_tag_impressions_count is 20 ;time_since_impression is 1554811 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.49;prior_theme_impressions_count is 20;prior_tag_clicks_count is 3 ;time_since_click is '2177999';hour is '2025-01-11 01:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '19 sessions in app 'amen.blessed.app', 53 ad_requests with mean bid_floor 61.9; 1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 5 ad_requests with mean bid_floor 11.1; 33 sessions in app 'com.blackout.spades', 12215 ad_requests with mean bid_floor 27.2, 20 impressions of adomain 'amazon.com' with mean price 3.0, 8 impressions of adomain 'bradshawhome.com' with mean price 0.8, 2 impressions of adomain 'carnationbreakfastessentials.com' with mean price 0.4, 5 impressions of adomain 'chromadex.com' with mean price 7.2, 2 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'coach.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.7, 1 impressions of adomain 'discovery.com' with mean price 0.7, 11 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'healthprimal.com' with mean price 5.1, 1 impressions of adomain 'honeystinger.com' with mean price 0.5, 2 impressions of adomain 'lodgesfortmill.com' with mean price 0.5, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 3.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 2.8, 7 clicks of adomain 'newpub.co/spades', 7 impressions of adomain 'newpub.co/spades' with mean price 3.6, 1 impressions of adomain 'nissinfoods.com' with mean price 0.3, 1 clicks of adomain 'nutrafol.com', 7 impressions of adomain 'nutrafol.com' with mean price 0.5, 3 impressions of adomain 'oneaday.com' with mean price 6.3, 3 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'perdue.com' with mean price 3.5, 14 impressions of adomain 'poise.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'samhsa.gov' with mean price 0.6, 6 impressions of adomain 'samsung.com' with mean price 0.9, 2 impressions of adomain 'solaray.com' with mean price 0.3, 7 impressions of adomain 'sweetfrog.com' with mean price 1.2, 4 impressions of adomain 'torkusa.com' with mean price 2.4, 3 impressions of adomain 'tripledotstudios.com' with mean price 0.2, 1 impressions of adomain 'vail.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'wellnesspetfood.com' with mean price 0.3; 28 sessions in app 'com.bonnie.trafficescape', 2549 ad_requests with mean bid_floor 6.7, 2 impressions of adomain '3m.com' with mean price 0.2, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 2 impressions of adomain 'acorn.tv' with mean price 0.1, 1 impressions of adomain 'adadapted.com' with mean price 0.4, 2 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'allentate.com' with mean price 0.2, 55 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'amcplus.com' with mean price 0.2, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 1 impressions of adomain 'bestpethouse.com' with mean price 0.1, 1 impressions of adomain 'bluediamond.com' with mean price 0.1, 10 impressions of adomain 'bradshawhome.com' with mean price 0.3, 2 impressions of adomain 'bridgeschc.com' with mean price 0.1, 4 impressions of adomain 'cbdmd.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.1, 8 impressions of adomain 'comporium.com' with mean price 0.3, 5 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 0.5, 9 impressions of adomain 'constructiontoolwarehouse.com' with mean price 0.0, 2 impressions of adomain 'consumable.com' with mean price 0.1, 1 impressions of adomain 'cyberpowersystems.com' with mean price 0.2, 20 impressions of adomain 'deepthought.industries' with mean price 0.1, 1 impressions of adomain 'deltadentalsc.com' with mean price 0.4, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'designinfini.com' with mean price 0.4, 2 impressions of adomain 'discovery.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'doordash.com' with mean price 1.8, 1 impressions of adomain 'drpepper.com' with mean price 0.0, 1 impressions of adomain 'elfcosmetics.com' with mean price 0.2, 1 impressions of adomain 'foodlion.com' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 0.0, 1 impressions of adomain 'greatwolf.com' with mean price 0.2, 1 impressions of adomain 'hillspet.com' with mean price 0.1, 3 impressions of adomain 'internationalpaper.com' with mean price 0.2, 3 impressions of adomain 'metabolicmaintenance.com' with mean price 2.3, 1 clicks of adomain 'metabolicmaintenance.com', 6 impressions of adomain 'nissinfoods.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'novacu.com' with mean price 0.2, 2 impressions of adomain 'oneaday.com' with mean price 0.7, 2 impressions of adomain 'owllabs.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'parkcitymountain.com' with mean price 0.2, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 5 impressions of adomain 'pepsico.com' with mean price 0.1, 9 impressions of adomain 'poise.com' with mean price 0.2, 7 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'safcoproducts.com' with mean price 0.2, 1 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'sculptnation.com' with mean price 0.2, 1 impressions of adomain 'sierraclub.org' with mean price 0.1, 1 impressions of adomain 'snow.com' with mean price 0.2, 8 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'sweetfrog.com' with mean price 0.1, 4 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'traveltexas.com' with mean price 0.1, 1 impressions of adomain 'uphold.com' with mean price 0.0, 3 impressions of adomain 'victorpetfood.com' with mean price 0.1, 1 impressions of adomain 'visitcabarrus.com' with mean price 0.2, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'westernchief.com' with mean price 0.1, 4 impressions of adomain 'wkkellogg.com' with mean price 0.1; 1 sessions in app 'com.docx.reader.word.docx.document.office.free.viewer', 1 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.fiogonia.hearts', 23 ad_requests with mean bid_floor 28.9; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 8.9; 1 sessions in app 'com.jasoncolin.document.reader', 5 ad_requests with mean bid_floor 6.1; 3 sessions in app 'com.littlefinger.bridge.connect.run.game', 308 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 23 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.unicostudio.balltubes', 9 ad_requests with mean bid_floor 1.4; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 31.5; 21 sessions in app 'kidultlovin.word.zen', 3653 ad_requests with mean bid_floor 25.2, 12 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'carando.com' with mean price 0.1, 2 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 1.0, 3 impressions of adomain 'customerswhostick.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 clicks of adomain 'doordash.com', 4 impressions of adomain 'doordash.com' with mean price 3.3, 4 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.5, 2 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'honeystinger.com' with mean price 0.4, 1 impressions of adomain 'huggies.com' with mean price 0.1, 2 impressions of adomain 'icyhot.com' with mean price 0.2, 1 clicks of adomain 'lanebryant.com', 2 impressions of adomain 'lanebryant.com' with mean price 5.3, 1 impressions of adomain 'nathansfamous.com' with mean price 0.1, 1 impressions of adomain 'navy.com' with mean price 0.3, 1 impressions of adomain 'neutrogena.com' with mean price 0.1, 4 impressions of adomain 'newpub.co' with mean price 8.5, 4 clicks of adomain 'newpub.co', 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'ogxbeauty.com' with mean price 0.2, 1 impressions of adomain 'oneaday.com' with mean price 3.6, 1 impressions of adomain 'pandora.com' with mean price 7.8, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 8 impressions of adomain 'paxlovid.com' with mean price 0.7, 1 impressions of adomain 'paycom.com' with mean price 0.1, 2 impressions of adomain 'petiq.com' with mean price 0.4, 8 impressions of adomain 'poise.com' with mean price 0.4, 1 impressions of adomain 'samsclub.com' with mean price 0.5, 2 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'scottbrand.com' with mean price 0.7, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.2, 2 impressions of adomain 'shapermint.com' with mean price 6.1, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.2, 12 impressions of adomain 'shop.foodlion.com' with mean price 0.8, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.2, 1 impressions of adomain 'sling.com' with mean price 0.2, 26 impressions of adomain 'smartypantsvitamins.com' with mean price 0.6, 1 impressions of adomain 'solaray.com' with mean price 0.3, 2 impressions of adomain 'starbucks.com' with mean price 0.3, 6 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'sweetfrog.com' with mean price 0.9, 5 impressions of adomain 'taxact.com' with mean price 0.2, 1 impressions of adomain 'thetradedesk.com' with mean price 0.2, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.1, 1 impressions of adomain 'visithopkinsville.com' with mean price 0.5, 7 impressions of adomain 'walmart.com' with mean price 1.4, 2 impressions of adomain 'wellbizbrands.com' with mean price 0.2, 4 impressions of adomain 'wellnesspetfood.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3, 2 impressions of adomain 'zillow.com' with mean price 0.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 431;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 605;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.0845713856014853;partition is 1266;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '3f22ec7d-7814-4543-9960-31bdb56288d8;'uuid is '286146a8-a7dd-4424-87f2-fb0d727884ab';bid_timestamp is '2024-12-22 19:05:03';device_id is '3f22ec7d-7814-4543-9960-31bdb56288d8';biddate is '2024-12-22';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 5.17052141818423;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 71.864407;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 34 ;time_since_impression is 6353 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.64;prior_theme_impressions_count is 34;prior_tag_clicks_count is 6 ;time_since_click is '35355';hour is '2024-12-22 19:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '14 sessions in app 'and.brainworks.nummatch', 456 ad_requests with mean bid_floor 15.9, 3 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'nclhltd.com' with mean price 1.6, 2 impressions of adomain 'newpub.co' with mean price 9.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 6 sessions in app 'com.adventurequest.windwhisper', 423 ad_requests with mean bid_floor 25.7; 1 sessions in app 'com.avatarlife.myworld.avatarmaker.avatarstoryvirtual', 9 ad_requests with mean bid_floor 58.7; 3 sessions in app 'com.bigcake.android.hexaconnect', 69 ad_requests with mean bid_floor 17.6, 20 impressions of adomain 'amazon.com' with mean price 1.2; 2 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 6.6; 7 sessions in app 'com.mixigreestudio.trainpaver', 87 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.mobilityware.Dominoes', 127 ad_requests with mean bid_floor 19.6; 1 sessions in app 'com.mobilityware.Spades', 128 ad_requests with mean bid_floor 13.8, 3 impressions of adomain 'fiverr.com' with mean price 2.6; 2 sessions in app 'com.peoplefun.wordcross', 18 ad_requests with mean bid_floor 6.5; 1 sessions in app 'com.playvalve.solitaire.spider', 48 ad_requests with mean bid_floor 90.3; 1 sessions in app 'com.pranksounds.crazyfreggies.sounds.funny', 603 ad_requests with mean bid_floor 12.2; 1 sessions in app 'com.puzzlegamelab.wordsearchpopg', 4 ad_requests with mean bid_floor 9.6; 1 sessions in app 'com.questiongame.quizanswer.correct.question', 935 ad_requests with mean bid_floor 16.1; 222 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 26612 ad_requests with mean bid_floor 12.4, 1 clicks of adomain '5252slot.com', 1 impressions of adomain '5252slot.com' with mean price 1.3, 3 clicks of adomain 'bumble.com', 12 impressions of adomain 'bumble.com' with mean price 3.4, 1 impressions of adomain 'freepeople.com' with mean price 0.5, 2 impressions of adomain 'fruit-gaming.com' with mean price 2.8, 1 clicks of adomain 'healthsmart24.com', 4 impressions of adomain 'healthsmart24.com' with mean price 3.3, 7 impressions of adomain 'intuit.com' with mean price 4.4, 1 impressions of adomain 'mediacombusiness.com' with mean price 0.7, 4 clicks of adomain 'metabolicmaintenance.com', 14 impressions of adomain 'metabolicmaintenance.com' with mean price 2.5, 7 impressions of adomain 'newpub.co' with mean price 3.3, 39 impressions of adomain 'newpub.co/spades' with mean price 7.5, 3 clicks of adomain 'newpub.co/spades', 4 clicks of adomain 'oakevergames.com', 11 impressions of adomain 'oakevergames.com' with mean price 2.9, 1 clicks of adomain 'premierwellnesspicks.com', 1 impressions of adomain 'premierwellnesspicks.com' with mean price 2.8, 1 impressions of adomain 'tango.me' with mean price 1.9; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.7; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 4.7; 2 sessions in app 'easy.sudoku.puzzle.solver.free', 2 ad_requests with mean bid_floor 5.7; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 3.8; 3 sessions in app 'in.playsimple.wordsearch', 5 ad_requests with mean bid_floor 4.5; 4 sessions in app 'in.playsimple.wordtrip', 22 ad_requests with mean bid_floor 6.2; 2 sessions in app 'io.voodoo.paper2', 68 ad_requests with mean bid_floor 147.3; 1 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 49 ad_requests with mean bid_floor 1.4, 5 impressions of adomain 'amazon.com' with mean price 0.3, 3 impressions of adomain 'diamondsdirect.com' with mean price 0.4, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.4; 2 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 9.0; 1 sessions in app 'word.search.cross.games', 2 ad_requests with mean bid_floor 6.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 10;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.508046620901751;partition is 727;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'a96b3789-3f68-423f-9cf9-8dce0af15fe4;'uuid is '500778d1-7078-4604-b483-7dc73b62a792';bid_timestamp is '2024-12-19 22:23:32';device_id is 'a96b3789-3f68-423f-9cf9-8dce0af15fe4';biddate is '2024-12-19';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 18.1205072715711;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 44.915254;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 845816 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.22;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '845801';hour is '2024-12-19 22:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '50 sessions in app 'com.mintgames.king.solitaire', 613 ad_requests with mean bid_floor 24.0, 1 clicks of adomain '9snail.com', 1 impressions of adomain '9snail.com' with mean price 8.2, 1 impressions of adomain 'amazon.com' with mean price 1.5, 1 impressions of adomain 'coincasino.com' with mean price 2.0, 1 impressions of adomain 'metamucil.com' with mean price 0.6, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.5, 8 impressions of adomain 'samsclub.com' with mean price 0.6, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'toyota.com' with mean price 0.8; 76 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2690 ad_requests with mean bid_floor 13.8, 1 clicks of adomain 'ezhealth.app', 1 impressions of adomain 'ezhealth.app' with mean price 7.4, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 10.0, 7 clicks of adomain 'newpub.co/spades', 7 impressions of adomain 'newpub.co/spades' with mean price 10.1, 2 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 7.7, 2 clicks of adomain 'pinterest.com', 4 impressions of adomain 'pinterest.com' with mean price 24.1, 1 clicks of adomain 'scopely.com', 1 impressions of adomain 'scopely.com' with mean price 12.3; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 2.0; 3 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 7.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 234;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 235;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.711699334603052;partition is 727;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '610d91fd-4652-4444-9e4c-9d1efb38ac45;'uuid is 'e9bf3ab8-78d6-4b98-b339-6a0deda01e73';bid_timestamp is '2025-01-27 13:25:01';device_id is '610d91fd-4652-4444-9e4c-9d1efb38ac45';biddate is '2025-01-27';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'fyber';raw_price is 8;target_cpi is 3.71999999999999;campaign is 58043;creative_id is 229286;session_duration is 11 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'ie';bid_floor is 7.73799999999999 ;min_floor is 7.73799999999999 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 27 ;time_since_impression is 123536 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 27;prior_tag_clicks_count is 14 ;time_since_click is '123531';hour is '2025-01-27 13:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '34 sessions in app 'com.blackout.spades', 9296 ad_requests with mean bid_floor 26.4, 22 impressions of adomain 'amazon.com' with mean price 0.4, 4 impressions of adomain 'checkout51.com' with mean price 0.6, 1 impressions of adomain 'claritin.com' with mean price 0.5, 4 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'dyson.com' with mean price 0.4, 1 impressions of adomain 'hopkinsmedicine.org' with mean price 1.0, 1 impressions of adomain 'i49.net' with mean price 0.9, 1 impressions of adomain 'kao.com' with mean price 0.4, 2 impressions of adomain 'medscape.org' with mean price 1.9, 2 impressions of adomain 'newpub.co/spades' with mean price 3.0, 2 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'nutrafol.com' with mean price 0.4, 8 impressions of adomain 'offerhives.com' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 4 impressions of adomain 'progressive.com' with mean price 0.4, 6 impressions of adomain 'rocketmortgage.com' with mean price 0.7, 1 impressions of adomain 'samhsa.gov' with mean price 3.4, 2 impressions of adomain 'samsung.com' with mean price 1.0; 1 sessions in app 'com.block.juggle', 2 ad_requests with mean bid_floor 3.0; 151 sessions in app 'com.playdemic.golf.android', 1724 ad_requests with mean bid_floor 27.9; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 5.2; 15 sessions in app 'com.zynga.words3', 393 ad_requests with mean bid_floor 15.1, 1 impressions of adomain 'elliottmgmt.com' with mean price 2.2, 1 impressions of adomain 'spave.io' with mean price 1.0, 1 impressions of adomain 'tiktok.com' with mean price 2.9; 112 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 2388 ad_requests with mean bid_floor 1.3, 4 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'atlassian.com' with mean price 0.6, 1 impressions of adomain 'chomps.com' with mean price 0.6, 1 impressions of adomain 'coveatlindenhills.com' with mean price 1.0, 7 impressions of adomain 'cub.com' with mean price 1.8, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'dyson.com' with mean price 0.6, 2 impressions of adomain 'fellowproducts.com' with mean price 1.5, 4 impressions of adomain 'fleetfarm.com' with mean price 1.0, 2 impressions of adomain 'healthcentereddentistry.com' with mean price 0.7, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.6, 52 impressions of adomain 'massageenvy.com' with mean price 0.7, 1 clicks of adomain 'massageenvy.com', 1 impressions of adomain 'medscape.org' with mean price 1.0, 1 clicks of adomain 'pinesrochester.com', 15 impressions of adomain 'pinesrochester.com' with mean price 1.6, 3 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'tiktok.com' with mean price 1.4; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 4.2; 3 sessions in app 'in.playsimple.wordtrip', 21 ad_requests with mean bid_floor 8.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 34;channel is 'USA/I/fyber/com.blackout.spades/False/119';time_since_click_in_hours is 34;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.149121628603963;partition is 1943;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c4a5f0c5-379f-4290-806f-84cc901aad2e;'uuid is '6d47e279-565a-4944-9a9d-bae38aac4a1a';bid_timestamp is '2025-01-14 20:30:00';device_id is 'c4a5f0c5-379f-4290-806f-84cc901aad2e';biddate is '2025-01-14';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 22.763725;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 22.753725 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 12653 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.46;prior_theme_impressions_count is 6;prior_tag_clicks_count is 5 ;time_since_click is '12651';hour is '2025-01-14 20:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '9 sessions in app 'com.astarsoftware.spades', 325 ad_requests with mean bid_floor 27.5; 1 sessions in app 'com.easybrain.backgammon.board.games', 32 ad_requests with mean bid_floor 13.5; 30 sessions in app 'com.mobilityware.CrazyEights', 1588 ad_requests with mean bid_floor 31.0, 1 impressions of adomain '3m.com' with mean price 0.1, 3 impressions of adomain 'acorn.tv' with mean price 0.1, 3 impressions of adomain 'allweathercontractors.com' with mean price 0.3, 22 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'apartmentlist.com' with mean price 0.1, 3 impressions of adomain 'app.dashdramas.com' with mean price 0.1, 4 impressions of adomain 'audible.com' with mean price 0.4, 1 impressions of adomain 'beiersdorf.com' with mean price 0.3, 5 impressions of adomain 'bidease.com_101931' with mean price 0.1, 1 impressions of adomain 'carnival.com' with mean price 1.2, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 1 impressions of adomain 'centerfoldsofboston.com' with mean price 1.3, 4 impressions of adomain 'centurygame.com' with mean price 8.6, 1 clicks of adomain 'centurygame.com', 2 impressions of adomain 'chumbacasino.com' with mean price 0.1, 8 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 2 impressions of adomain 'dollargeneral.com' with mean price 0.1, 2 impressions of adomain 'findmykids.org' with mean price 0.1, 6 impressions of adomain 'flo.health' with mean price 0.1, 3 impressions of adomain 'freecash.com' with mean price 0.1, 5 impressions of adomain 'gopuff.com' with mean price 0.9, 3 impressions of adomain 'ibotta.com' with mean price 0.1, 2 impressions of adomain 'illinoislottery.com' with mean price 0.2, 3 impressions of adomain 'inkitt.com' with mean price 0.1, 2 impressions of adomain 'instacart.com' with mean price 0.1, 3 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 8 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'lenscrafters.com' with mean price 0.1, 3 impressions of adomain 'mattel163.com' with mean price 0.4, 2 impressions of adomain 'metamucil.com' with mean price 0.6, 1 impressions of adomain 'mindcrush-games.com' with mean price 0.1, 3 impressions of adomain 'mistplay.com' with mean price 1.9, 1 impressions of adomain 'moneylion.com' with mean price 0.1, 1 impressions of adomain 'neostrata.com' with mean price 0.1, 4 clicks of adomain 'newpub.co/spades', 8 impressions of adomain 'newpub.co/spades' with mean price 24.1, 2 impressions of adomain 'nianticlabs.com' with mean price 0.1, 4 clicks of adomain 'nike.com', 12 impressions of adomain 'nike.com' with mean price 7.7, 2 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'oakevergames.com' with mean price 0.2, 3 impressions of adomain 'offerhives.com' with mean price 0.2, 2 impressions of adomain 'paint.by.number' with mean price 0.1, 3 impressions of adomain 'playrix.com' with mean price 12.8, 6 impressions of adomain 'playtika.com' with mean price 0.1, 3 impressions of adomain 'pluto.tv' with mean price 0.1, 10 impressions of adomain 'productmadness.com' with mean price 0.1, 3 impressions of adomain 'progressive.com' with mean price 0.1, 5 impressions of adomain 'roblox.com' with mean price 0.1, 4 impressions of adomain 'rovio.com' with mean price 0.1, 11 impressions of adomain 'scopely.com' with mean price 2.1, 2 impressions of adomain 'scorewarrior.com' with mean price 11.4, 1 clicks of adomain 'scorewarrior.com', 10 impressions of adomain 'snap.com' with mean price 28.2, 7 clicks of adomain 'snap.com', 2 impressions of adomain 'spectrum.com' with mean price 0.9, 2 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'upsimples.com' with mean price 0.1, 1 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'visionworks.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'wehavethat.org' with mean price 0.6, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'wooga.com' with mean price 0.1; 1 sessions in app 'com.mobilityware.MahjongSolitaire', 23 ad_requests with mean bid_floor 10.8, 1 impressions of adomain 'dave.com' with mean price 0.5, 1 clicks of adomain 'nike.com', 1 impressions of adomain 'nike.com' with mean price 16.2; 1 sessions in app 'com.wildcard.spades', 15 ad_requests with mean bid_floor 10.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3;channel is 'USA/I/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 4;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.681746692509227;partition is 1607;segments is ['com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(loop_ipu50)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'fc71f83d-583a-4564-b559-7878d0074611;'uuid is 'e78eb468-5415-4634-a6f3-7f78b9850206';bid_timestamp is '2025-02-06 4:37:11';device_id is 'fc71f83d-583a-4564-b559-7878d0074611';biddate is '2025-02-06';country is 'USA';app is 'com.bonnie.trafficescape';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'fyber';raw_price is 7.21419467159799;target_cpi is 0.8;campaign is 58283;creative_id is 229286;session_duration is 8 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'ie';bid_floor is 4.5474 ;min_floor is 4.5474 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 1429431 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.35;prior_theme_impressions_count is 7;prior_tag_clicks_count is 5 ;time_since_click is '1429425';hour is '2025-02-06 04:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.RealGC.eurobus', 3 ad_requests with mean bid_floor 0.0; 71 sessions in app 'com.bonnie.trafficescape', 23503 ad_requests with mean bid_floor 7.4, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 1 impressions of adomain 'acmeunited.com' with mean price 0.2, 12 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'admile.com' with mean price 0.4, 1 impressions of adomain 'afrin.com' with mean price 0.2, 22 impressions of adomain 'allstate.com' with mean price 0.1, 167 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'anytimefitness.com' with mean price 0.4, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 2 impressions of adomain 'avenue81seniorliving.com' with mean price 0.3, 2 impressions of adomain 'bankbv.com' with mean price 0.3, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.0, 17 impressions of adomain 'bissell.com' with mean price 0.2, 1 impressions of adomain 'bmncbtech.com' with mean price 0.1, 2 impressions of adomain 'calvinklein.us' with mean price 0.1, 3 impressions of adomain 'cash.app' with mean price 0.0, 2 impressions of adomain 'cedarhurstliving.com' with mean price 0.2, 3 impressions of adomain 'ceros.com' with mean price 0.4, 1 impressions of adomain 'choosebluenow.com' with mean price 2.0, 1 impressions of adomain 'claritin.com' with mean price 0.2, 17 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'coach.com' with mean price 0.1, 1 impressions of adomain 'comenity.com' with mean price 0.0, 1 impressions of adomain 'cottonwoodsprings.com' with mean price 0.0, 8 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'cvsa.org' with mean price 0.6, 3 impressions of adomain 'depend.com' with mean price 0.1, 11 impressions of adomain 'discovery.com' with mean price 0.2, 18 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.0, 7 impressions of adomain 'dyson.com' with mean price 0.1, 2 impressions of adomain 'elfcosmetics.com' with mean price 0.2, 2 impressions of adomain 'enhertu.com' with mean price 0.7, 1 impressions of adomain 'espn.com' with mean price 0.2, 1 impressions of adomain 'evolutionfresh.com' with mean price 0.1, 1 impressions of adomain 'fairwaysofironhorse.com' with mean price 1.0, 1 impressions of adomain 'fetchrewards.com' with mean price 0.1, 93 impressions of adomain 'firstinterstatebank.com' with mean price 0.2, 2 impressions of adomain 'gatorade.com' with mean price 0.1, 1 impressions of adomain 'getjackblack.com' with mean price 0.2, 1 impressions of adomain 'gnc.com' with mean price 0.1, 1 impressions of adomain 'guardyourcard.com' with mean price 4.9, 2 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'headlinereporter.com' with mean price 0.0, 2 impressions of adomain 'heinenope.com' with mean price 0.0, 11 impressions of adomain 'herocosmetics.us' with mean price 0.2, 1 impressions of adomain 'hhs.gov' with mean price 3.9, 4 impressions of adomain 'hillspet.com' with mean price 0.1, 1 impressions of adomain 'homedepot.com' with mean price 0.0, 2 impressions of adomain 'hondadealers.com' with mean price 0.3, 7 impressions of adomain 'honest.com' with mean price 0.2, 4 impressions of adomain 'huggies.com' with mean price 0.2, 2 impressions of adomain 'hy-vee.com' with mean price 0.1, 1 impressions of adomain 'illumio.com' with mean price 0.1, 2 impressions of adomain 'implus.com' with mean price 0.2, 1 impressions of adomain 'infiniteplumbingservicesmo.com' with mean price 0.2, 1 impressions of adomain 'instagram.com' with mean price 0.1, 14 impressions of adomain 'iviworld.com' with mean price 0.6, 1 impressions of adomain 'jackpota.com' with mean price 0.0, 1 impressions of adomain 'jeld-wen.com' with mean price 0.2, 2 impressions of adomain 'joico.com' with mean price 3.8, 2 impressions of adomain 'kansasadvantage.com' with mean price 0.2, 1 impressions of adomain 'kansascrossingcasino.com' with mean price 0.0, 2 impressions of adomain 'kelloggs.com' with mean price 0.4, 2 impressions of adomain 'kfc.com' with mean price 0.0, 5 impressions of adomain 'kidultlovin.com' with mean price 0.0, 2 impressions of adomain 'kslottery.com' with mean price 4.7, 2 impressions of adomain 'lenscrafters.com' with mean price 0.0, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 2 impressions of adomain 'methodproducts.com' with mean price 0.1, 2 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'mms.com' with mean price 0.1, 1 impressions of adomain 'mobile.org' with mean price 0.1, 4 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'newbalance.com' with mean price 0.1, 1 impressions of adomain 'newspapers.com' with mean price 0.3, 1 impressions of adomain 'nhtsa.gov' with mean price 0.6, 3 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 6 impressions of adomain 'nucala.com' with mean price 0.2, 2 impressions of adomain 'numerator.com' with mean price 0.0, 6 impressions of adomain 'nutrafol.com' with mean price 0.1, 2 impressions of adomain 'olathehealth.org' with mean price 0.2, 1 impressions of adomain 'olly.com' with mean price 0.1, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 6 impressions of adomain 'paulmitchell.com' with mean price 0.3, 14 impressions of adomain 'peacocktv.com' with mean price 0.2, 1 impressions of adomain 'penseminas.com.br' with mean price 0.2, 1 impressions of adomain 'pepsico.com' with mean price 0.1, 1 impressions of adomain 'pizzahut.com' with mean price 0.0, 3 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'propfirmmatch.com' with mean price 0.1, 17 impressions of adomain 'royalcanin.com' with mean price 0.1, 6 impressions of adomain 'sallyhansen.com' with mean price 0.2, 2 impressions of adomain 'samhsa.gov' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.1, 2 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'scopely.com' with mean price 0.0, 1 impressions of adomain 'shiseido.com' with mean price 0.1, 2 impressions of adomain 'sling.com' with mean price 0.1, 2 impressions of adomain 'spectrumretirement.com' with mean price 0.9, 2 impressions of adomain 'squareup.com' with mean price 0.0, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 14 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'theralogix.com' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 0.6, 1 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'toyota.com' with mean price 9.8, 12 impressions of adomain 'ubykotex.com' with mean price 0.1, 1 impressions of adomain 'ulta.com' with mean price 0.0, 1 impressions of adomain 'uphold.com' with mean price 0.0, 4 impressions of adomain 'verlo.com' with mean price 0.3, 1 impressions of adomain 'victoriassecret.com' with mean price 0.1, 78 impressions of adomain 'voquezna.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.7, 3 impressions of adomain 'whataburger.com' with mean price 0.5, 1 impressions of adomain 'winecountrygiftbaskets.com' with mean price 0.0, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1, 6 impressions of adomain 'youtube.com' with mean price 0.3; 6 sessions in app 'com.fiogonia.spades', 9233 ad_requests with mean bid_floor 32.4; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 30 ad_requests with mean bid_floor 0.6; 2 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 7 ad_requests with mean bid_floor 3.0; 7 sessions in app 'com.tripledot.woodoku', 35 ad_requests with mean bid_floor 7.2; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 4.1; 9 sessions in app 'in.playsimple.wordtrip', 32 ad_requests with mean bid_floor 11.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 397;channel is 'USA/I/fyber/com.bonnie.trafficescape/False/119';time_since_click_in_hours is 397;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.357943185400048;partition is 2522;segments is ['com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'similar_categories_installed_newpubco_klondikesolitaire' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'bloom_com.fiogonia.spades_USA_80']"
},
{
"from": "gpt",
"value": "0"
}
] |
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