Dataset Viewer
conversations
listlengths 3
3
|
|---|
[
{
"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 'fae58ee1-0764-4f06-9b83-2190fabe7086;'uuid is 'bd596128-87ba-4885-8849-9a2459073c7f';bid_timestamp is '2024-12-22 23:15:45';device_id is 'fae58ee1-0764-4f06-9b83-2190fabe7086';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 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 22.62495314744;target_cpi is 2.65482296614478;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 4.491525;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 184972 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.27;prior_theme_impressions_count is 10;prior_tag_clicks_count is 6 ;time_since_click is '31362781';hour is '2024-12-22 23:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '4 sessions in app 'com.Bicaku.DizzyCar', 342 ad_requests with mean bid_floor 8.7; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.muslimprayer.qiblafinder.qiblacompass', 1 ad_requests with mean bid_floor 118.6; 77 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2380 ad_requests with mean bid_floor 11.6; 2 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 4.0; 1 sessions in app 'qrcodescanner.qrcodereader.qrscanner.barcodereader', 1 ad_requests with mean bid_floor 134.7';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 2024-12-22 23:20:11;0_timestamp is 2024-12-22 23:20:11;time_since_impression_in_hours is 51;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 8712;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.349454592127831;partition is 4013;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' '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(147)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_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' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_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.PulsSoftware.WS_retargeting_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.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.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_100k' '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.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_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.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(140)_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' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.fiogonia.yatzy_USA_7d' '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.spades_Android_CPA(141)_abdoul_V3_500k' '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.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.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_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_CPI_abdoul_V6_2000k' '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.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' '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(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_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.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' '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.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.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' '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 '27a916a1-b0a4-4ac0-bdf0-978ede9b4518;'uuid is '1c8e6c5d-211a-493f-942d-c12aaada17e4';bid_timestamp is '2025-02-07 23:10:56';device_id is '27a916a1-b0a4-4ac0-bdf0-978ede9b4518';biddate is '2025-02-07';country is 'USA';app is 'spades.solitaire.card.games.free';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 156.028640602689;target_cpi is 3;campaign is 58319;creative_id is 229286;session_duration is 2000 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 146.723403 ;min_floor is 146.723403 ;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 7.39;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 23:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.bagelcode.slots1', 2 ad_requests with mean bid_floor 4.2; 3 sessions in app 'com.bbumgames.spadesroyale', 37 ad_requests with mean bid_floor 16.3; 4 sessions in app 'com.blackout.bubble', 24 ad_requests with mean bid_floor 38.7; 1 sessions in app 'com.blackout.spades', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'productmadness.com' with mean price 1.1; 29 sessions in app 'com.clean.fast.launcher', 32 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.diamondlife.slots.vegas.free', 2 ad_requests with mean bid_floor 1.1; 2 sessions in app 'com.easybrain.number.puzzle.game', 107 ad_requests with mean bid_floor 51.8; 1 sessions in app 'com.fc.nut.screw.bolt.washer.fastener.puzzle', 10 ad_requests with mean bid_floor 45.0; 1 sessions in app 'com.gimica.treasuremaster', 15 ad_requests with mean bid_floor 101.2; 4 sessions in app 'com.golden.dragon.treasure', 21 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.grandcashslots.free.gp', 18 ad_requests with mean bid_floor 160.9; 1 sessions in app 'com.grandegames.slots.dafu.casino', 6 ad_requests with mean bid_floor 144.0; 1 sessions in app 'com.jackpot.fever.slots.android', 14 ad_requests with mean bid_floor 54.5; 2 sessions in app 'com.justplay.app', 14 ad_requests with mean bid_floor 31.2; 7 sessions in app 'com.king.kingdom.final', 83 ad_requests with mean bid_floor 320.9; 4 sessions in app 'com.megarama.classic.vegas', 72 ad_requests with mean bid_floor 31.6, 1 impressions of adomain 'jorisson.com' with mean price 10.6; 2 sessions in app 'com.megastudio.moneyslots', 4 ad_requests with mean bid_floor 66.8; 1 sessions in app 'com.newpubco.spades', 40 ad_requests with mean bid_floor 33.5; 1 sessions in app 'com.playvalve.dominoes', 27 ad_requests with mean bid_floor 67.5; 2 sessions in app 'com.slotslimited.goldencasino', 27 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.superluckycasino.epicjackpot.slots.vegas.android.free', 2 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.superplaystudios.dicedreams', 8 ad_requests with mean bid_floor 15.8; 3 sessions in app 'com.topultragame.slotlasvega', 12 ad_requests with mean bid_floor 14.4; 5 sessions in app 'com.unicornstudio.cashparty.slots.casino.vegas.free', 26 ad_requests with mean bid_floor 170.1; 1 sessions in app 'com.wildcard.classicspades', 30 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'cashoomoapps.info' with mean price 2.5, 1 impressions of adomain 'joinpropel.com' with mean price 0.8, 1 impressions of adomain 'mybambu.com' with mean price 1.1, 1 clicks of adomain 'numerator.com', 1 impressions of adomain 'numerator.com' with mean price 1.0, 1 impressions of adomain 'pentlyconger.com' with mean price 1.6; 2 sessions in app 'com.zynga.livepoker', 14 ad_requests with mean bid_floor 56.0; 1 sessions in app 'messenger.sms', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'mistplay', 0 ad_requests with mean bid_floor 0.0; 8 sessions in app 'net.flysher.rockncash', 37 ad_requests with mean bid_floor 163.5; 8 sessions in app 'net.peakgames.mobile.spades.android', 152 ad_requests with mean bid_floor 56.0; 21 sessions in app 'spades.solitaire.card.games.free', 228 ad_requests with mean bid_floor 111.3';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 23:18:27;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/spades.solitaire.card.games.free/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.657849507391657;partition is 646;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_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(148)_abdoul_V4_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.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'bloom_spades.solitaire.card.games.free_USA_80' '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' '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.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' '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' '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.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_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' '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.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_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_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.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_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.ttterbagames.businesssimulator_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' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' '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.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' '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' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' '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' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' '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.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' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_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_CPI(install)_abdoul_V7_HYP_5_AG_100k_01_31_2025' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_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.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.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.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' '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' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_spades.solitaire.card.games.free_USA_1d' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_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.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.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_HIGH_PRICE_AG_100k_01_31_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_100k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_100k' 'bloom_spades.solitaire.card.games.free_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.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_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.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' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_spades.solitaire.card.games.free_USA_95' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_2000k' '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.spades_retargeting_Android_CPI_abdoul_V4_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' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_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 '56f4ba85-b720-441b-b74c-44ff618adf4a;'uuid is 'a6460930-4482-4d46-88ab-3fd2ff56bf22';bid_timestamp is '2025-02-07 1:51:01';device_id is '56f4ba85-b720-441b-b74c-44ff618adf4a';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 61.608243266626;target_cpi is 1.2;campaign is 58205;creative_id is 229286;session_duration is 1 ;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 33.92;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 8832822 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.77;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '8832818';hour is '2025-02-07 01:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'co.aviagames.mtp.solitaire.samsung', 7 ad_requests with mean bid_floor 1.7; 5 sessions in app 'com.blackout.spades', 350 ad_requests with mean bid_floor 9.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 61.6; 1 sessions in app 'com.fiogonia.dominoes', 5 ad_requests with mean bid_floor 1.9; 61 sessions in app 'com.fiogonia.spades', 7813 ad_requests with mean bid_floor 41.9; 1 sessions in app 'com.newpubco.spades', 11 ad_requests with mean bid_floor 16.9, 1 impressions of adomain 'redbull.com' with mean price 1.3; 1 sessions in app 'com.solitaire.cards.deluxe', 4 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 8.1; 3 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 21.9';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 2025-02-07 1:55:19;time_since_impression_in_hours is 2453;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 2454;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.479025043037494;partition is 3700;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' '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_10GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' '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.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_7d' '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_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(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.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_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_31_2025' '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' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' '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.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_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.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' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_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(147)_abdoul_V4_500k' '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.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_500k' '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(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' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_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' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' '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.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_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.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' '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.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_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.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' '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' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_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.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.spidersolitaire_Android_CPI_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.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_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_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_80' '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 '427ff7fb-767d-4956-9a50-de6980ec099c;'uuid is 'b9b2eb66-6a79-4c9c-823d-6c4a7bdc2692';bid_timestamp is '2025-01-09 3:02:13';device_id is '427ff7fb-767d-4956-9a50-de6980ec099c';biddate is '2025-01-09';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 7.12027050554752;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 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 5.681078;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 459743 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.35;prior_theme_impressions_count is 13;prior_tag_clicks_count is 7 ;time_since_click is '2463740';hour is '2025-01-09 03:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '11 sessions in app 'com.TinyBit.GameOfWords', 153 ad_requests with mean bid_floor 39.2; 7 sessions in app 'com.blackout.spades', 1193 ad_requests with mean bid_floor 27.1, 1 impressions of adomain 'att.com' with mean price 0.5, 1 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.7; 1 sessions in app 'com.bubbleshooter.pop.go.classic.puzzle.games', 23 ad_requests with mean bid_floor 57.2, 1 impressions of adomain 'amazon.com' with mean price 0.7; 2 sessions in app 'com.easybrain.art.puzzle', 81 ad_requests with mean bid_floor 8.3; 5 sessions in app 'com.gamovation.mahjongclub', 154 ad_requests with mean bid_floor 16.0, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'cyberpowersystems.com' with mean price 0.0, 1 impressions of adomain 'fulfilnutrition.com' with mean price 0.0, 1 impressions of adomain 'hardrock.com' with mean price 0.3, 1 impressions of adomain 'pricelines.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'vio.com' with mean price 0.0, 1 impressions of adomain 'waterpik.com' with mean price 0.0; 1 sessions in app 'com.lynnmobile.bubbleshooter', 124 ad_requests with mean bid_floor 97.7; 7 sessions in app 'com.mobilityware.PyramidFree', 783 ad_requests with mean bid_floor 14.0, 1 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'metabolicmaintenance.com' with mean price 7.2, 1 clicks of adomain 'mobilityware.com/spider', 6 impressions of adomain 'mobilityware.com/spider' with mean price 6.9; 11 sessions in app 'com.mobilityware.Spades', 1098 ad_requests with mean bid_floor 16.8, 1 clicks of adomain 'healthprimal.com', 4 impressions of adomain 'healthprimal.com' with mean price 4.9, 1 clicks of adomain 'lyft.com', 1 impressions of adomain 'lyft.com' with mean price 2.7, 3 clicks of adomain 'metabolicmaintenance.com', 8 impressions of adomain 'metabolicmaintenance.com' with mean price 5.6, 1 impressions of adomain 'rivian.com' with mean price 2.6, 1 impressions of adomain 'visitorlando.com' with mean price 4.1; 3 sessions in app 'com.mobilityware.solitaire', 129 ad_requests with mean bid_floor 12.0, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bk.com' with mean price 0.4; 12 sessions in app 'com.newpubco.spades', 1024 ad_requests with mean bid_floor 5.4, 1 impressions of adomain 'admile.com' with mean price 0.5, 1 impressions of adomain 'agerejuvenation.com' with mean price 1.0, 1 impressions of adomain 'airproducts.com' with mean price 0.7, 32 impressions of adomain 'amazon.com' with mean price 0.5, 3 impressions of adomain 'annies.com' with mean price 1.1, 2 impressions of adomain 'beallsflorida.com' with mean price 0.5, 1 impressions of adomain 'biocodex.com' with mean price 0.5, 2 impressions of adomain 'bushbeans.com' with mean price 0.5, 1 impressions of adomain 'catalyst.com' with mean price 0.9, 3 impressions of adomain 'celestialseasonings.com' with mean price 1.1, 1 impressions of adomain 'contac.com' with mean price 1.3, 1 impressions of adomain 'crunch.com' with mean price 1.5, 1 impressions of adomain 'csdisco.com' with mean price 1.0, 6 impressions of adomain 'dairyqueen.com' with mean price 0.6, 5 impressions of adomain 'danone.com' with mean price 0.5, 3 impressions of adomain 'dfamilk.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.5, 12 impressions of adomain 'dollargeneral.com' with mean price 0.6, 1 impressions of adomain 'dramamine.com' with mean price 1.1, 6 impressions of adomain 'elanco.com' with mean price 0.5, 2 impressions of adomain 'extclaims.com' with mean price 1.4, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.7, 1 impressions of adomain 'gardenoflife.com' with mean price 0.4, 2 impressions of adomain 'healthprimal.com' with mean price 14.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 5 impressions of adomain 'kobayashi.com' with mean price 0.9, 1 impressions of adomain 'la-z-boy.com' with mean price 0.5, 2 impressions of adomain 'landolakes.com' with mean price 0.6, 2 impressions of adomain 'mars.com' with mean price 0.5, 3 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'midflorida.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'moistureshield.com' with mean price 0.7, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'mottomortgage.com' with mean price 0.4, 1 impressions of adomain 'nclhltd.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'oatly.com' with mean price 0.7, 32 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'peppermint-lips.com' with mean price 7.5, 3 impressions of adomain 'pepsico.com' with mean price 0.5, 2 impressions of adomain 'perdue.com' with mean price 0.9, 6 impressions of adomain 'pg.com' with mean price 0.4, 1 impressions of adomain 'pinchapenny.com' with mean price 1.3, 2 impressions of adomain 'prilosecotc.com' with mean price 5.2, 1 impressions of adomain 'publix.com' with mean price 0.5, 2 impressions of adomain 'redbull.com' with mean price 0.6, 7 impressions of adomain 'samsung.com' with mean price 0.9, 1 impressions of adomain 'scooterscoffee.com' with mean price 0.6, 1 impressions of adomain 'secret.com' with mean price 0.5, 2 impressions of adomain 'tempursealy.com' with mean price 0.4, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'theconsumertransparencyproject.com' with mean price 2.4, 1 impressions of adomain 'theupsstore.com' with mean price 0.5, 7 impressions of adomain 'tropicanabrandsgroup.com' with mean price 0.5, 1 impressions of adomain 'universalorlando.com' with mean price 0.4, 3 impressions of adomain 'vaynermedia.com' with mean price 0.5, 3 impressions of adomain 'vicks.com' with mean price 0.8, 1 impressions of adomain 'vivistim.com' with mean price 0.4, 1 impressions of adomain 'wildcasino.ag' with mean price 0.5, 3 impressions of adomain 'wkkellogg.com' with mean price 0.5, 1 impressions of adomain 'youtube.com' with mean price 0.4; 3 sessions in app 'com.niuaigo.bubble.shooter', 13 ad_requests with mean bid_floor 46.0; 1 sessions in app 'com.openmygame.magicwordsearch', 14 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 8.1; 4 sessions in app 'in.playsimple.wordtrip', 230 ad_requests with mean bid_floor 25.1; 3 sessions in app 'solitaire.spider.card.free.mania', 46 ad_requests with mean bid_floor 18.3, 1 impressions of adomain 'aapstaff.com' with mean price 0.6, 1 impressions of adomain 'alliancetg.com' with mean price 0.8, 12 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'barnhartinc.com' with mean price 1.2, 1 impressions of adomain 'ccusforum.com' with mean price 0.6, 3 impressions of adomain 'cognite.com' with mean price 1.2, 1 impressions of adomain 'gardenoflife.com' with mean price 0.5, 1 impressions of adomain 'heilind.com' with mean price 1.1, 1 impressions of adomain 'howard.com' with mean price 0.7, 1 impressions of adomain 'mobilityware.com' with mean price 0.4, 1 impressions of adomain 'siemens.com' with mean price 1.1';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-13 22:08:03;dc_15roundended_before_d8_timestamp is 45668.7015740741;ag_retention_d1_timestamp is 2025-01-09 3:08:53;0_timestamp is 2025-01-09 3:08:53;time_since_impression_in_hours is 127;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 684;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.328589094985998;partition is 2976;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.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.murka.scatterslots_Android_CPA(threshold)_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' '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.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' '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.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_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.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(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' '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.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' '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.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' '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_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_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' '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' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_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(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_V3_100k' '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_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(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' '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.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_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.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 'aebe7cf8-3a94-460b-8fd5-e0fd62955b05;'uuid is '11c49bc3-9ed2-4e28-91c4-791f9c98403d';bid_timestamp is '2025-02-07 23:07:40';device_id is 'aebe7cf8-3a94-460b-8fd5-e0fd62955b05';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 'fyber';raw_price is 119.826497626603;target_cpi is 4;campaign is 58266;creative_id is 229286;session_duration is 6 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'ie';bid_floor is 73.7336 ;min_floor is 73.7336 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 1327570 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.4;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '1327553';hour is '2025-02-07 23:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'com.day.day.good.nice', 3 ad_requests with mean bid_floor 3.1; 76 sessions in app 'com.globalgamejourney.plive', 500 ad_requests with mean bid_floor 35.1; 34 sessions in app 'com.metropcs.metrozone', 141 ad_requests with mean bid_floor 100.4; 1 sessions in app 'com.playvalve.spades', 1 ad_requests with mean bid_floor 4.8; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 242 ad_requests with mean bid_floor 14.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 9.8, 1 impressions of adomain 'tech.pokergaga.net' with mean price 15.7; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.8; 10 sessions in app 'com.use.specie.scratch.card', 9901 ad_requests with mean bid_floor 65.5, 1 clicks of adomain '5252slot.com', 1 impressions of adomain '5252slot.com' with mean price 2.1, 2 clicks of adomain 'candycrushsodasaga.com', 2 impressions of adomain 'candycrushsodasaga.com' with mean price 2.7, 7 clicks of adomain 'casino.draftkings.com', 9 impressions of adomain 'casino.draftkings.com' with mean price 3.8, 1 clicks of adomain 'flashrewards.co', 1 impressions of adomain 'flashrewards.co' with mean price 16.6, 2 clicks of adomain 'freecash.com', 2 impressions of adomain 'freecash.com' with mean price 2.3, 2 clicks of adomain 'lucky.fancyvaults.bonanzagame.sweetbingo.com', 2 impressions of adomain 'lucky.fancyvaults.bonanzagame.sweetbingo.com' with mean price 2.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 2.4, 1 clicks of adomain 'solo.kingdomechogame.com', 1 impressions of adomain 'solo.kingdomechogame.com' with mean price 3.2, 5 impressions of adomain 'tamyatrenduniverse.com' with mean price 6.4, 5 clicks of adomain 'tamyatrenduniverse.com', 1 impressions of adomain 'taskwilcantnew.nspectorsth.com' with mean price 5.5, 1 clicks of adomain 'taskwilcantnew.nspectorsth.com', 6 clicks of adomain 'www.taskwilcantnew.nspectorsth.com', 7 impressions of adomain 'www.taskwilcantnew.nspectorsth.com' with mean price 8.3; 1 sessions in app 'heartratemonitor.heartrate.pulse.pulseapp', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 3.1; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 3.7; 20 sessions in app 'net.peakgames.toonblast', 128 ad_requests with mean bid_floor 31.4; 2 sessions in app 'one.cryptoguru.cryptotradingacademy', 2 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-02-10 0:57:16;dc_15roundended_before_d8_timestamp is 45696.734537037;ag_retention_d1_timestamp is 2025-02-07 23:46:24;0_timestamp is 2025-02-07 23:46:24;time_since_impression_in_hours is 368;channel is 'USA/I/fyber/com.blackout.spades/False/119';time_since_click_in_hours is 369;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.336117696609685;partition is 1401;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(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(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_CPI(install)_abdoul_V7_LOW_PRICE_AG_100k_01_25_2025' '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' '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.vitastudio.mahjong_Android_CPI_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.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' '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.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(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(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(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_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_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_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.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' '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(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP3_AG_100k_01_25_2025' '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.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' '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.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_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(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' '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']"
},
{
"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 'ce2cf7db-2b33-4d96-98ac-a83402e83f55;'uuid is '656f2cd9-787e-44b3-a85a-feae1bf2246a';bid_timestamp is '2025-02-06 18:21:42';device_id is 'ce2cf7db-2b33-4d96-98ac-a83402e83f55';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 51.5749799336406;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 2.1306 ;min_floor is 2.1306 ;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 1.08;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 18:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '16 sessions in app 'com.blackout.spades', 1528 ad_requests with mean bid_floor 26.9, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 51.6; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.2; 2 sessions in app 'com.justplay.app', 11 ad_requests with mean bid_floor 19.1; 146 sessions in app 'com.metropcs.metrozone', 498 ad_requests with mean bid_floor 113.3; 1 sessions in app 'com.newpubco.spades', 34 ad_requests with mean bid_floor 21.5; 13 sessions in app 'com.playvalve.ballsort', 1628 ad_requests with mean bid_floor 89.9, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.4; 15 sessions in app 'com.playvalve.dominoes', 4770 ad_requests with mean bid_floor 112.2, 1 impressions of adomain 'intuit.com' with mean price 0.7; 9 sessions in app 'com.superplaystudios.dicedreams', 12 ad_requests with mean bid_floor 13.6; 1 sessions in app 'com.tripledot.solitaire', 24 ad_requests with mean bid_floor 14.5; 1 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 29.7; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 2.4; 3 sessions in app 'net.zedge.android', 18 ad_requests with mean bid_floor 17.7';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 18:26:37;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 0.815621900121994;partition is 1275;segments is ['bloom_com.tripledot.solitaire_USA_95' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'loppipoppi.dominoes_Android_competitors_BM_q70_65k_03_02_2025' 'bloom_com.blackout.spades_USA_1d' 'HDIP_iOS_USA_200_users_LITE' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' '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 '73643fab-6ffa-4c43-a780-93274d7193bb;'uuid is 'bdde7d23-fb39-4f37-aa30-5d065a385ea1';bid_timestamp is '2025-01-09 15:54:16';device_id is '73643fab-6ffa-4c43-a780-93274d7193bb';biddate is '2025-01-09';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 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 31.4077229876807;target_cpi is 4.25913516639541;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 33.92;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 438969 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.45;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '438963';hour is '2025-01-09 15:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.americasbestpics', 3 ad_requests with mean bid_floor 8.4; 77 sessions in app 'com.blackout.spades', 24894 ad_requests with mean bid_floor 26.7, 10 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'braftovi.com' with mean price 1.7, 1 clicks of adomain 'depend.com', 2 impressions of adomain 'doggiedailies.com' with mean price 0.5, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 2 impressions of adomain 'honest.com' with mean price 0.4, 2 impressions of adomain 'ibranc.com' with mean price 1.7, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 3 impressions of adomain 'prosourcewholesale.com' with mean price 1.2, 4 impressions of adomain 'samsung.com' with mean price 1.5, 1 impressions of adomain 'sling.com' with mean price 0.4, 1 impressions of adomain 'talzenna.com' with mean price 1.6, 1 impressions of adomain 'windcreekcasino.com' with mean price 0.4; 1 sessions in app 'com.oareapp21.activemarblelinkgame', 10 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.peoplefun.wordcross', 10 ad_requests with mean bid_floor 6.8; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 5.1; 3 sessions in app 'com.youchen.leavethebird', 293 ad_requests with mean bid_floor 13.8; 1 sessions in app 'in.playsimple.wordtrip', 13 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 2025-01-09 15:57:40;time_since_impression_in_hours is 121;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 122;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.677107050007422;partition is 3507;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(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' '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' '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' 'bloom_com.blackout.spades_CAN_80' '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(108)_abdoul_mmp_light_V6_500k' '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(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_CPI_abdoul_mmp_light_V6_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.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(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' '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_CAN_95' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_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(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 '4dbd78a2-d2c7-49d2-a280-f4137c8f6e72;'uuid is '79009278-983e-485a-aad4-1d362a7d8176';bid_timestamp is '2025-01-11 22:21:13';device_id is '4dbd78a2-d2c7-49d2-a280-f4137c8f6e72';biddate is '2025-01-11';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 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 30.7298018478657;target_cpi is 2.03680299493679;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 21.2;placement_historical_value is 27.318634;third_party_bid_price is ;prior_tag_impressions_count is 29 ;time_since_impression is 35188632 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.92;prior_theme_impressions_count is 29;prior_tag_clicks_count is 4 ;time_since_click is '36393107';hour is '2025-01-11 22:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior_stats_in_past is '20 sessions in app 'com.Helium9Games.TennisArena2021', 350 ad_requests with mean bid_floor 82.0; 2 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 6 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.cyber.fox', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 3.5; 8 sessions in app 'com.magnify.sharp.sight', 782 ad_requests with mean bid_floor 31.6; 50 sessions in app 'com.metropcs.metrozone', 185 ad_requests with mean bid_floor 110.9; 1 sessions in app 'com.mobilityware.Dominoes', 19 ad_requests with mean bid_floor 17.3; 2 sessions in app 'com.neowiz.game.baseball.clash', 9 ad_requests with mean bid_floor 54.2; 14 sessions in app 'com.wildcard.classicspades', 171 ad_requests with mean bid_floor 6.2, 2 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'cangshancutlery.com' with mean price 0.5, 3 impressions of adomain 'disneyplus.com' with mean price 0.6, 2 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'justdice.io' with mean price 0.5, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.0, 2 impressions of adomain 'pbr.com' with mean price 0.6, 1 impressions of adomain 'pentlyconger.com' with mean price 0.9, 1 impressions of adomain 'truthinitiative.org' with mean price 0.5, 1 impressions of adomain 'tymlos.com' with mean price 1.0, 1 impressions of adomain 'uwmidsouth.org' with mean price 1.7; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 8.5; 1 sessions in app 'ske.arbc.we.neat', 1 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 2025-01-11 22:25:42;time_since_impression_in_hours is 9774;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 10109;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.371650306415753;partition is 1196;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.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' '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(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.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_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(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' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_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.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.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' '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.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' '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.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_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.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.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.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.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' '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(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' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' '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.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.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.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.kds.tile.match.master_retargeting_Android_CPI_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.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_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_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(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(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_15roundended_before_d8)_abdoul_mmp_V5_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' '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.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' '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(141)_abdoul_V6_100k' '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' '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.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' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' '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_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' '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(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(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_10k_09_07_2024' 'com.newpubco.spades_Android_CPA(108)_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' '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.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(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp-and-appgrowth-20240907_abdoul_10k_09_07_2024' '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_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'bloom_com.fiogonia.dominoes_USA_1d' '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 '00fd7b9a-8c1f-4148-90f6-bd5bd6ff8374;'uuid is '74712709-e96d-4596-b1f6-9eecae672be0';bid_timestamp is '2024-12-27 22:32:34';device_id is '00fd7b9a-8c1f-4148-90f6-bd5bd6ff8374';biddate is '2024-12-27';country is 'USA';app is 'com.big.vendetta';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '71ee91ab3c537d1ad0f7a9438868f199';display_manager is 'bidmachine';raw_price is 39.9325600088132;target_cpi is 2.99637231164341;campaign is 57724;creative_id is 222568;session_duration is 0 ;seller_name is 'TapNation MAX';seller_id is 237;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 110.24;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 1.06;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-27 22:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.fcmusicplayer.app', 6 ad_requests with mean bid_floor 0.5; 6 sessions in app 'com.fivebits.slicehero', 435 ad_requests with mean bid_floor 15.5; 1 sessions in app 'com.word.madness', 1 ad_requests with mean bid_floor 7.1; 1 sessions in app 'word.search.cross.games', 80 ad_requests with mean bid_floor 37.7';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 2024-12-27 22:42:01;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.big.vendetta/True/237';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.531615687561499;partition is 1638;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.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_CPI_abdoul_V6_100k' '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' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' '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.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.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' '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' '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(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_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.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_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' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_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.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' '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' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' '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.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' '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(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' '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.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_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_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(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.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.aaafun.watersort_Android_CPI_abdoul_V6_2000k' '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(108)_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(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' '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(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' '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' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_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.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_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 'bb0d4196-dfb9-4447-a247-ff7ec20eec80;'uuid is 'e24c583e-0e9c-4ec1-aa5b-74fe90b4d8c2';bid_timestamp is '2025-02-01 1:36:24';device_id is 'bb0d4196-dfb9-4447-a247-ff7ec20eec80';biddate is '2025-02-01';country is 'USA';app is 'com.cal.unit.conver';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 9.19000138054224;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;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 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-01 01:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '13 sessions in app 'com.cal.unit.conver', 337 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.fenomen.redhoodf2p', 9 ad_requests with mean bid_floor 32.4; 1 sessions in app 'com.newpubco.spades', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.virtual.mother.simulator.mom.game', 3 ad_requests with mean bid_floor 6.1';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 2025-02-01 1:41:18;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.cal.unit.conver/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.367854013605082;partition is 2176;segments is ['HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30']"
},
{
"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 '694bc965-117a-4a09-b3c8-f3ae08587fec;'uuid is '46fe28ef-1b5b-4f69-bd27-8ed493e027de';bid_timestamp is '2025-02-06 12:46:26';device_id is '694bc965-117a-4a09-b3c8-f3ae08587fec';biddate is '2025-02-06';country is 'USA';app is 'com.hsj.sort.hexaam';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 1.41570581157431;target_cpi is 5.7297101319843;campaign is 58290;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';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 4 ;time_since_impression is 2040477 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.01;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is '2040459';hour is '2025-02-06 12:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'bubble.shooter.exxtreme', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'bubbleshooter.orig', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'co.aviagames.mtp.billiards.samsung', 15 ad_requests with mean bid_floor 94.4; 1 sessions in app 'co.aviagames.mtp.solitaire.official', 2 ad_requests with mean bid_floor 0.2; 2 sessions in app 'coloring.color.number.happy.paint.art.drawing.puzzle', 6 ad_requests with mean bid_floor 7.1; 17 sessions in app 'com.AliceTile.Story.Secret.and', 3639 ad_requests with mean bid_floor 21.4, 35 impressions of adomain 'adidas.com' with mean price 0.0, 3 impressions of adomain 'ads.netapop.com' with mean price 0.3, 2 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'benjaminone.com' with mean price 0.1, 1 impressions of adomain 'bidease.com_101931' with mean price 1.2, 1 impressions of adomain 'biggergames.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.3, 6 impressions of adomain 'doordash.com' with mean price 0.4, 2 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'intuit.com' with mean price 0.4, 4 impressions of adomain 'iottechnews.com' with mean price 0.1, 2 impressions of adomain 'luckylandslots.com' with mean price 0.5, 1 impressions of adomain 'matt116.space' with mean price 0.1, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 impressions of adomain 'moneylion.com' with mean price 0.1, 1 impressions of adomain 'myshinytime.biz' with mean price 0.2, 2 impressions of adomain 'newpub.co/spades' with mean price 6.2, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'pentlyconger.com' with mean price 0.3, 9 impressions of adomain 'podcast.com' with mean price 0.0, 1 impressions of adomain 'pro.funabox.bid' with mean price 0.3, 4 impressions of adomain 'shipt.com' with mean price 0.3, 2 impressions of adomain 'softbakedapps.com' with mean price 0.7, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 6 impressions of adomain 'textnow.com' with mean price 0.3, 1 impressions of adomain 'track.offerhub.club' with mean price 0.2, 3 impressions of adomain 'welloflife.com' with mean price 8.2; 7 sessions in app 'com.Fruit.Fantasy.Master', 145 ad_requests with mean bid_floor 30.6; 6 sessions in app 'com.MoneyBingo.LuckyRewards.CashGame.BigWinner', 41 ad_requests with mean bid_floor 21.8; 6 sessions in app 'com.Screw.Itup.Challenge', 88 ad_requests with mean bid_floor 38.7; 30 sessions in app 'com.Tile.Puzzle.Matching', 2560 ad_requests with mean bid_floor 29.8, 1 impressions of adomain 'bestplay.app' with mean price 15.4, 3 impressions of adomain 'com.mpl.androidapp' with mean price 11.6, 1 clicks of adomain 'dechimstudio.com', 1 impressions of adomain 'dechimstudio.com' with mean price 18.9, 1 clicks of adomain 'doordash.com', 1 impressions of adomain 'doordash.com' with mean price 24.1, 1 impressions of adomain 'freecash.com' with mean price 9.1, 2 impressions of adomain 'legends.ninetwentygames.com' with mean price 11.4; 3 sessions in app 'com.alpha.went.roll', 67 ad_requests with mean bid_floor 5.6; 2 sessions in app 'com.animal.triples', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.art.pixel.pet.games.paint.color.by.numbers', 14 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.ball.tour.eight', 46 ad_requests with mean bid_floor 13.5; 19 sessions in app 'com.bbumgames.rummystars', 386 ad_requests with mean bid_floor 5.3, 1 clicks of adomain 'chimebank.com', 1 impressions of adomain 'chimebank.com' with mean price 19.4, 3 impressions of adomain 'freecash.com' with mean price 16.7, 1 clicks of adomain 'intuit.com', 1 impressions of adomain 'intuit.com' with mean price 12.3, 2 clicks of adomain 'scopely.com', 2 impressions of adomain 'scopely.com' with mean price 20.0, 1 clicks of adomain 'speedcash.com', 3 impressions of adomain 'speedcash.com' with mean price 10.5; 5 sessions in app 'com.bears.rain.instead.technique', 42 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.blackout.bubble', 10 ad_requests with mean bid_floor 10.7; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 13.4; 3 sessions in app 'com.boombitgames.Dartsy', 171 ad_requests with mean bid_floor 281.2; 1 sessions in app 'com.bouncegame.android.taptap', 10 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.bubblepopfrenzh.puzzlegame', 78 ad_requests with mean bid_floor 29.6; 3 sessions in app 'com.bus.escape.gg', 105 ad_requests with mean bid_floor 41.7; 8 sessions in app 'com.card.acesolitaire', 298 ad_requests with mean bid_floor 57.5; 5 sessions in app 'com.cassette.ballsgohigh', 104 ad_requests with mean bid_floor 6.1, 2 impressions of adomain 'coca-cola.com' with mean price 1.5, 1 clicks of adomain 'exmox.com', 1 impressions of adomain 'exmox.com' with mean price 25.0, 4 impressions of adomain 'myregistrationp.com' with mean price 1.3, 1 impressions of adomain 'tiktok.com' with mean price 3.8; 3 sessions in app 'com.champion.cubes', 222 ad_requests with mean bid_floor 28.6; 5 sessions in app 'com.chistmas.theme.match', 133 ad_requests with mean bid_floor 4.8; 2 sessions in app 'com.chuntian.laile.qczcar', 13 ad_requests with mean bid_floor 2.8; 2 sessions in app 'com.classic.blue.card', 26 ad_requests with mean bid_floor 2.0; 3 sessions in app 'com.czra.czyelimton', 601 ad_requests with mean bid_floor 47.2; 3 sessions in app 'com.day.day.good.nice', 218 ad_requests with mean bid_floor 37.9, 1 impressions of adomain 'newpub.co/spades' with mean price 6.9; 3 sessions in app 'com.dhjhalg.connection', 40 ad_requests with mean bid_floor 14.1; 4 sessions in app 'com.dropandstrike.fallingballsgame', 114 ad_requests with mean bid_floor 31.7; 10 sessions in app 'com.editors.directory.feeds.misc', 266 ad_requests with mean bid_floor 15.2; 7 sessions in app 'com.facility.interested.devel', 248 ad_requests with mean bid_floor 13.2; 1 sessions in app 'com.finder.homes.resident', 36 ad_requests with mean bid_floor 5.0; 5 sessions in app 'com.food1.mat8ch6', 58 ad_requests with mean bid_floor 22.7; 14 sessions in app 'com.fruitgarden.puzzle.match', 1169 ad_requests with mean bid_floor 28.5, 1 clicks of adomain 'newpub.co/dominoes', 1 impressions of adomain 'newpub.co/dominoes' with mean price 7.8, 1 impressions of adomain 'pixel.green' with mean price 25.9; 1 sessions in app 'com.fruitmatch.meloneat.fusion.coconut', 26 ad_requests with mean bid_floor 17.6; 26 sessions in app 'com.gems.block.surprise', 1822 ad_requests with mean bid_floor 49.0, 1 impressions of adomain 'king.com' with mean price 14.6, 1 clicks of adomain 'mintegral.com', 1 impressions of adomain 'mintegral.com' with mean price 28.0; 15 sessions in app 'com.gmatch3d.tgoods', 600 ad_requests with mean bid_floor 3.3; 6 sessions in app 'com.hsj.sort.hexaam', 56 ad_requests with mean bid_floor 4.9; 5 sessions in app 'com.instaqouts.merge.party.puzzle', 45 ad_requests with mean bid_floor 7.4; 4 sessions in app 'com.jackpoter.sammagic', 73 ad_requests with mean bid_floor 2.2; 38 sessions in app 'com.jelly.tile.sparkle.fun.breeze', 448 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.king.kingdom.final', 14 ad_requests with mean bid_floor 12.1; 4 sessions in app 'com.luckcard.golden.scratchrace.crescent', 77 ad_requests with mean bid_floor 12.6; 1 sessions in app 'com.lucky.lottery.card', 5 ad_requests with mean bid_floor 7.8; 17 sessions in app 'com.luckycard.scratch.jackpot.kit.symphony', 1886 ad_requests with mean bid_floor 19.5, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 9.5, 3 clicks of adomain 'playtowingames.net', 4 impressions of adomain 'playtowingames.net' with mean price 13.3; 1 sessions in app 'com.menagerie.merge.fun.avatar', 6 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 7 ad_requests with mean bid_floor 0.8; 254 sessions in app 'com.metropcs.metrozone', 1418 ad_requests with mean bid_floor 92.3; 3 sessions in app 'com.mintgames.fancyjigsaw', 17 ad_requests with mean bid_floor 5.1; 6 sessions in app 'com.mmaa.android.htjcoh', 30 ad_requests with mean bid_floor 3.1; 3 sessions in app 'com.molkk.android.wordswin', 31 ad_requests with mean bid_floor 2.9; 6 sessions in app 'com.moon.dental.whether.origin', 93 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.newpubco.spades', 87 ad_requests with mean bid_floor 20.6, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'speedcash.com' with mean price 0.4, 1 impressions of adomain 'supertreat.net' with mean price 2.4; 2 sessions in app 'com.noorgames.ballup', 32 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'littlecaesars.com' with mean price 1.5, 7 impressions of adomain 'planetoat.com' with mean price 0.9, 1 impressions of adomain 'starbucks.com' with mean price 1.4, 1 impressions of adomain 'thetradedesk.com' with mean price 1.4; 11 sessions in app 'com.ocean.database', 114 ad_requests with mean bid_floor 4.5; 18 sessions in app 'com.packadom.cansyummy', 858 ad_requests with mean bid_floor 2.0; 8 sessions in app 'com.packing.sort', 42 ad_requests with mean bid_floor 5.3; 2 sessions in app 'com.pandabingo.superwin.crystalcave.magic', 180 ad_requests with mean bid_floor 32.4; 5 sessions in app 'com.pe.bitcoinpusher', 630 ad_requests with mean bid_floor 37.9; 5 sessions in app 'com.peoplefun.wordcross', 51 ad_requests with mean bid_floor 5.8; 2 sessions in app 'com.petpal.match.puzzle.tiger.journey', 114 ad_requests with mean bid_floor 35.7; 68 sessions in app 'com.pieyel.scrabble', 839 ad_requests with mean bid_floor 6.4, 2 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'alenusa.com' with mean price 0.7, 1 impressions of adomain 'bimbobakeriesusa.com' with mean price 0.3, 1 impressions of adomain 'budlight.com' with mean price 0.6, 4 impressions of adomain 'cadillac.com' with mean price 0.0, 7 impressions of adomain 'coca-cola.com' with mean price 0.9, 2 impressions of adomain 'depend.com' with mean price 0.3, 3 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'eaglefoods.com' with mean price 0.3, 2 impressions of adomain 'goodnes.com' with mean price 0.5, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 7 impressions of adomain 'hillspet.com' with mean price 1.4, 1 impressions of adomain 'hulu.com' with mean price 0.8, 1 impressions of adomain 'instacart.com' with mean price 0.3, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'lakeviewfarms.com' with mean price 0.4, 2 impressions of adomain 'mccormick.com' with mean price 0.6, 2 impressions of adomain 'metamucil.com' with mean price 2.2, 1 impressions of adomain 'mmeri.famu.edu' with mean price 2.7, 2 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'moneylion.com' with mean price 0.0, 2 impressions of adomain 'navy.com' with mean price 0.8, 3 impressions of adomain 'nestleusa.com' with mean price 0.3, 2 impressions of adomain 'oldspice.com' with mean price 0.8, 1 impressions of adomain 'pepsi.com' with mean price 0.4, 1 impressions of adomain 'pgpro.com' with mean price 0.4, 35 impressions of adomain 'planetoat.com' with mean price 0.4, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.4, 1 impressions of adomain 'priceline.com' with mean price 0.0, 4 impressions of adomain 'prilosecotc.com' with mean price 0.9, 2 impressions of adomain 'productmadness.com' with mean price 0.2, 2 impressions of adomain 'regeneron.com' with mean price 0.5, 1 impressions of adomain 'saily.com' with mean price 0.0, 1 impressions of adomain 'secret.com' with mean price 0.5, 2 impressions of adomain 'siriusxm.com' with mean price 0.0, 1 impressions of adomain 'sonnysbbq.com' with mean price 2.2, 7 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'stellaartois.com' with mean price 0.5, 1 impressions of adomain 'theratears.com' with mean price 0.8, 1 impressions of adomain 'ubykotex.com' with mean price 0.3, 1 impressions of adomain 'verizon.com' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 5 impressions of adomain 'walmart.com' with mean price 0.5, 1 impressions of adomain 'www.progressivecommercial.com' with mean price 0.1; 1 sessions in app 'com.pixel.art.coloring.color.number', 38 ad_requests with mean bid_floor 29.1; 1 sessions in app 'com.playmania.matchmania.cash', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.point.elimin.yui', 28 ad_requests with mean bid_floor 3.7; 3 sessions in app 'com.princesspersia.gems', 40 ad_requests with mean bid_floor 5.4; 2 sessions in app 'com.richhan.trupmstar', 52 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.screw.puzzle.win.prize.powerful.reward', 6 ad_requests with mean bid_floor 54.8; 7 sessions in app 'com.screwpinjamloose.causal.gamekdj', 215 ad_requests with mean bid_floor 6.5, 3 impressions of adomain 'king.com' with mean price 11.3; 1 sessions in app 'com.seabed.match.magic.mystery', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.solitairedelight.joy.game', 2 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.solitairesojourn.puzzlehaven.cardflurry', 695 ad_requests with mean bid_floor 36.2; 1 sessions in app 'com.spacetimer.MoneyBounce', 10 ad_requests with mean bid_floor 13.7; 1 sessions in app 'com.tatemgames.blockking', 15 ad_requests with mean bid_floor 7.9; 2 sessions in app 'com.tetrox.bowl', 6 ad_requests with mean bid_floor 97.8; 41 sessions in app 'com.tile.mahjong.goodwin.reward.mystery', 1401 ad_requests with mean bid_floor 8.3; 16 sessions in app 'com.tonia.shelf.match.money.market.gain', 2798 ad_requests with mean bid_floor 20.5, 2 impressions of adomain 'earnwithreally.com' with mean price 5.5, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 9.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 4.1; 11 sessions in app 'com.tripledot.blackjack', 286 ad_requests with mean bid_floor 7.2; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 10.1; 8 sessions in app 'com.tripledot.woodoku', 34 ad_requests with mean bid_floor 6.7; 11 sessions in app 'com.ultimate.tournament', 408 ad_requests with mean bid_floor 37.9; 1 sessions in app 'com.up.up.study.copper', 2 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.use.specie.scratch.card', 12 ad_requests with mean bid_floor 2.7; 2 sessions in app 'com.veg8gie.adventure', 31 ad_requests with mean bid_floor 19.9; 2 sessions in app 'com.width.variable.ticket.videos', 30 ad_requests with mean bid_floor 15.6; 3 sessions in app 'com.wogic2cozer.pusher.magic', 43 ad_requests with mean bid_floor 15.9; 1 sessions in app 'com.wood.bolt.wordle.screw.nuts.puzzle', 14 ad_requests with mean bid_floor 12.1; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 10.6; 7 sessions in app 'com.worriecoaekloolkfun.haysunday', 356 ad_requests with mean bid_floor 3.1; 5 sessions in app 'com.wosbeixihene.neverendelimin', 136 ad_requests with mean bid_floor 2.5; 8 sessions in app 'gin.rummy.plus.free.online.offline.classic.card.game', 190 ad_requests with mean bid_floor 7.5, 1 clicks of adomain 'exmox.com', 2 impressions of adomain 'exmox.com' with mean price 16.8, 1 clicks of adomain 'freecash.com', 1 impressions of adomain 'freecash.com' with mean price 17.3; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 7.0; 9 sessions in app 'in.playsimple.wordtrip', 56 ad_requests with mean bid_floor 11.6; 1 sessions in app 'jigsaw.puzzle.color.master.paint.classical.hd.funny', 14 ad_requests with mean bid_floor 7.6; 18 sessions in app 'net.peakgames.mobile.spades.android', 565 ad_requests with mean bid_floor 32.5';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 2025-02-06 12:49:00;time_since_impression_in_hours is 566;channel is 'USA/I/applovin/com.hsj.sort.hexaam/False/117';time_since_click_in_hours is 567;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.633138850881627;partition is 2643;segments is ['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.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_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_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_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_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.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(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_retargeting_Android_CPA(108)_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(140)_abdoul_V6_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' '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_CPI_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_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(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' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_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 'f88dd761-f920-4380-a894-e4f287089cbd;'uuid is 'fefdccf0-7d95-4dd3-9340-4a6d57d27c36';bid_timestamp is '2025-01-13 0:21:36';device_id is 'f88dd761-f920-4380-a894-e4f287089cbd';biddate is '2025-01-13';country is 'USA';app is 'com.spades.solitaire.online.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 25.8343708475338;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 2000 ;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 11 ;time_since_impression is 13502 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.61;prior_theme_impressions_count is 11;prior_tag_clicks_count is 8 ;time_since_click is '13500';hour is '2025-01-13 00:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'ball.sort.color.sorting.puzzle.games', 24 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.PulsSoftware.WS', 4 ad_requests with mean bid_floor 47.3; 2 sessions in app 'com.afgame.app.poolball', 5 ad_requests with mean bid_floor 36.2; 4 sessions in app 'com.azgame.app.poolcity', 37 ad_requests with mean bid_floor 43.4; 1 sessions in app 'com.bitmango.go.bubblepop', 9 ad_requests with mean bid_floor 70.1; 6 sessions in app 'com.blackout.spades', 3560 ad_requests with mean bid_floor 31.1, 7 impressions of adomain 'amazon.com' with mean price 0.6, 1 clicks of adomain 'arlo.com', 2 impressions of adomain 'arlo.com' with mean price 5.8, 1 clicks of adomain 'mhitpoker.com', 1 impressions of adomain 'mhitpoker.com' with mean price 6.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'ozempic.com' with mean price 1.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 7.8, 1 impressions of adomain 'samsung.com' with mean price 0.5; 3 sessions in app 'com.block.blast.free.cube.puzzle.game', 29 ad_requests with mean bid_floor 14.8, 1 impressions of adomain 'deepthought.industries' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 clicks of adomain 'flyfoxgames.com', 1 impressions of adomain 'flyfoxgames.com' with mean price 95.9, 1 impressions of adomain 'learnings.com.cn' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 7 sessions in app 'com.block.juggle', 117 ad_requests with mean bid_floor 33.7; 1 sessions in app 'com.boombitgames.Dartsy', 13 ad_requests with mean bid_floor 506.7; 5 sessions in app 'com.brick.block.game', 68 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.egg.hunt.easter.egg.sort.ball.sort', 1 ad_requests with mean bid_floor 14.2; 1 sessions in app 'com.gameberrylabs.backgammonfriends', 2 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.hyilmaz.spades', 42 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.kiaora.dominoes', 32 ad_requests with mean bid_floor 13.0; 5 sessions in app 'com.loop.block.mania.pethereum', 119 ad_requests with mean bid_floor 7.8; 12 sessions in app 'com.mobilityware.Spades', 1068 ad_requests with mean bid_floor 17.0, 5 clicks of adomain 'bestplay.app', 5 impressions of adomain 'bestplay.app' with mean price 4.9, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 3.5, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 3.4, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 2.4; 1 sessions in app 'com.mobilityware.solitaire', 37 ad_requests with mean bid_floor 15.6; 3 sessions in app 'com.nagame.app.dicemerge', 49 ad_requests with mean bid_floor 72.9; 25 sessions in app 'com.newpubco.spades', 7234 ad_requests with mean bid_floor 18.3, 2 impressions of adomain 'allabouthae.com' with mean price 1.2, 39 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'betrivers.com' with mean price 0.2, 1 impressions of adomain 'calvinklein.us' with mean price 0.5, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'checkout51.com' with mean price 0.4, 2 impressions of adomain 'coca-cola.com' with mean price 0.5, 1 impressions of adomain 'colgate.com' with mean price 0.5, 1 impressions of adomain 'costco.com' with mean price 0.5, 3 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'detroitopera.org' with mean price 1.5, 2 impressions of adomain 'discovery.com' with mean price 0.8, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'dw.zmlycp.com' with mean price 10.1, 1 impressions of adomain 'elanco.com' with mean price 0.5, 9 impressions of adomain 'extclaims.com' with mean price 1.5, 2 impressions of adomain 'fanduel.com' with mean price 7.3, 2 impressions of adomain 'fla-keys.com' with mean price 0.5, 4 impressions of adomain 'ghci.org' with mean price 0.5, 1 impressions of adomain 'grainger.com' with mean price 0.8, 4 impressions of adomain 'haleon.com' with mean price 0.6, 1 clicks of adomain 'haleon.com', 1 clicks of adomain 'healthprimal.com', 3 impressions of adomain 'healthprimal.com' with mean price 9.1, 3 impressions of adomain 'honda.com' with mean price 0.6, 1 impressions of adomain 'humana.com' with mean price 1.1, 7 impressions of adomain 'intuit.com' with mean price 0.6, 1 impressions of adomain 'irresistiblefoods.com' with mean price 0.5, 3 impressions of adomain 'jcldoorsandwindows.com' with mean price 0.5, 3 impressions of adomain 'kelloggs.com' with mean price 0.8, 3 impressions of adomain 'la-z-boy.com' with mean price 0.5, 2 impressions of adomain 'lifenutrition.com' with mean price 5.5, 3 impressions of adomain 'michiganlottery.com' with mean price 0.4, 2 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'paramount.com' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 2 impressions of adomain 'peppermint-lips.com' with mean price 7.6, 1 impressions of adomain 'prosightfa.org' with mean price 1.2, 1 impressions of adomain 'rescuemidmichigan.org' with mean price 1.0, 9 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'shamsilaw.com' with mean price 1.4, 2 impressions of adomain 'skyrizi.com' with mean price 0.9, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.2, 3 impressions of adomain 'snuggle.com' with mean price 0.5, 1 impressions of adomain 'sokolhct.com' with mean price 0.4, 15 impressions of adomain 'solitairecash.com' with mean price 0.8, 3 impressions of adomain 'spectrum.com' with mean price 0.9, 1 impressions of adomain 'speedway.com' with mean price 0.8, 1 impressions of adomain 'tiktok.com' with mean price 1.2, 1 impressions of adomain 'tixr.com' with mean price 1.2, 1 impressions of adomain 'track.brannege.com' with mean price 0.7, 1 impressions of adomain 'ultomiris.com' with mean price 1.1, 1 impressions of adomain 'uruguaynatural.com' with mean price 2.0, 4 impressions of adomain 'waynecounty.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'wowforbusiness.com' with mean price 0.6, 2 impressions of adomain 'yoursecurenetguard.com' with mean price 0.7, 2 impressions of adomain 'youtube.com' with mean price 0.3; 20 sessions in app 'com.oakgames.linked2248.numberpuzzle', 410 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.papaya.solitairecash', 2 ad_requests with mean bid_floor 132.1; 1 sessions in app 'com.pdfviewerforandroid.pdfviewer', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 6.8; 3 sessions in app 'com.playvalve.spades', 337 ad_requests with mean bid_floor 103.6; 7 sessions in app 'com.puzzle1studio.go.bubblepoporiginpuzzlegame', 30 ad_requests with mean bid_floor 48.1; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 1 ad_requests with mean bid_floor 5.2; 84 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 15092 ad_requests with mean bid_floor 19.5; 4 sessions in app 'com.staplegames.spades', 204 ad_requests with mean bid_floor 39.7; 1 sessions in app 'com.tetrox.bowl', 3 ad_requests with mean bid_floor 50.0; 2 sessions in app 'com.tripledot.blackjack', 130 ad_requests with mean bid_floor 56.7; 9 sessions in app 'com.tripledot.blockbash', 172 ad_requests with mean bid_floor 5.0, 1 impressions of adomain '7-eleven.com' with mean price 0.6, 1 clicks of adomain 'adidas.com', 1 impressions of adomain 'adidas.com' with mean price 0.1, 7 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'barstoolsportsbook.com' with mean price 0.2, 1 impressions of adomain 'bausch.com' with mean price 0.2, 4 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'callapp.com' with mean price 0.1, 2 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.5, 1 impressions of adomain 'hungrystudio.com/blocks' with mean price 55.2, 1 clicks of adomain 'hungrystudio.com/blocks', 1 impressions of adomain 'hyundaiusa.com' with mean price 0.2, 3 impressions of adomain 'icyhot.com' with mean price 0.3, 2 impressions of adomain 'ingrezza.com' with mean price 0.5, 1 impressions of adomain 'instagram.com' with mean price 0.5, 1 impressions of adomain 'justplayapps.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'kidultlovin.com' with mean price 0.1, 1 impressions of adomain 'learnings.com.cn' with mean price 0.1, 1 impressions of adomain 'listerine.com' with mean price 0.2, 2 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'michigan.gov' with mean price 0.9, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'ocrevus.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 2 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'prilosecotc.com' with mean price 0.3, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.2, 3 impressions of adomain 'snuggle.com' with mean price 0.6, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 1 impressions of adomain 'speedway.com' with mean price 0.5, 1 impressions of adomain 'theratears.com' with mean price 0.8, 3 impressions of adomain 'wkkellogg.com' with mean price 0.3; 3 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 6.3; 2 sessions in app 'com.vitastudio.mahjong', 22 ad_requests with mean bid_floor 29.4; 2 sessions in app 'gridplus.ball.sort.colorpuz', 154 ad_requests with mean bid_floor 23.3; 6 sessions in app 'in.playsimple.wordsearch', 765 ad_requests with mean bid_floor 13.2, 1 impressions of adomain 'avalara.com' with mean price 0.0, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'cash.app' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 clicks of adomain 'sskjoy.github.io', 1 impressions of adomain 'sskjoy.github.io' with mean price 28.4, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.4, 1 impressions of adomain 'trgsolutions.com' with mean price 0.3; 4 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 9.3; 3 sessions in app 'onetap.game.tictactoe', 20 ad_requests with mean bid_floor 11.4; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 8 ad_requests with mean bid_floor 3.4; 1 sessions in app 'teskin.jewels.planet', 10 ad_requests with mean bid_floor 4.2';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 2025-01-13 0:26:25;time_since_impression_in_hours is 3;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 4;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.696927312216633;partition is 743;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.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_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.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' '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_V3_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.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_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.block.juggle_Android_CPA(ag_retention_d1)_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.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' '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.hearts_Android_CPA(ag_retention_d7)_abdoul_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.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.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_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.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_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' '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_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_apps_embeddings_similarity' '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(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(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' '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' '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.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_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.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' 'loppipoppi.dominoes_Android_CPA_dc_8EndGame_BeforeD8_abdoul_100k_07_18_2024' '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(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(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_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(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_and_ag_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' '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(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_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.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_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' '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(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(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.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_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' 'explore' '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(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_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.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' 'bloom_com.fiogonia.dominoes_USA_1d' '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 '6d2dc9bb-8c27-4c03-8fa4-2f99fc27e5b1;'uuid is '5f7b0e3f-7c95-4ec6-95b2-093f727236fb';bid_timestamp is '2025-01-07 22:48:04';device_id is '6d2dc9bb-8c27-4c03-8fa4-2f99fc27e5b1';biddate is '2025-01-07';country is 'USA';app is 'com.spades.solitaire.online.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 'bidmachine';raw_price is 28.1172568384832;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 26.5;placement_historical_value is 41.004333;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 442450 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.18;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '4231881';hour is '2025-01-07 22:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.QuietFire.StackFallHit2', 9 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 12 ad_requests with mean bid_floor 10.9; 43 sessions in app 'com.gamovation.mahjongclub', 1458 ad_requests with mean bid_floor 15.0, 37 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'archwellhealth.com' with mean price 0.6, 1 impressions of adomain 'bestbuy.com' with mean price 0.4, 5 impressions of adomain 'carolina.com' with mean price 0.3, 5 impressions of adomain 'caromonthealth.org' with mean price 0.4, 2 impressions of adomain 'consumertestconnect.com' with mean price 35.0, 8 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'dasher.doordash.com' with mean price 1.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'doctorscare.com' with mean price 1.3, 1 impressions of adomain 'dominos.com' with mean price 0.7, 1 impressions of adomain 'drpepper.com' with mean price 0.2, 1 impressions of adomain 'example.com' with mean price 0.3, 1 impressions of adomain 'fahw.com' with mean price 0.7, 1 impressions of adomain 'freestylelibre.us' with mean price 0.0, 1 impressions of adomain 'getwavetune.com' with mean price 0.3, 1 impressions of adomain 'globalrescue.com' with mean price 0.8, 1 impressions of adomain 'google.com' with mean price 0.5, 1 impressions of adomain 'grainger.com' with mean price 0.8, 4 impressions of adomain 'haleon.com' with mean price 0.4, 8 impressions of adomain 'hhs.gov' with mean price 0.4, 1 impressions of adomain 'kohls.com' with mean price 0.5, 1 impressions of adomain 'mars.com' with mean price 0.1, 1 impressions of adomain 'mavis.com' with mean price 0.3, 3 impressions of adomain 'novanthealth.org' with mean price 0.4, 4 impressions of adomain 'nurtec.com' with mean price 1.7, 2 impressions of adomain 'oldtimefarmsupplyinc.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'peak.bank' with mean price 0.7, 1 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'post.edu' with mean price 0.5, 1 impressions of adomain 'progressivecommercial.com' with mean price 1.3, 1 impressions of adomain 'rinchem.com' with mean price 0.3, 6 impressions of adomain 'rocketmortgage.com' with mean price 0.6, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sanofi.com' with mean price 0.5, 1 impressions of adomain 'schneiderjobs.com' with mean price 0.4, 1 impressions of adomain 'sixflags.com' with mean price 0.5, 4 impressions of adomain 'sleepnumber.com' with mean price 0.3, 2 impressions of adomain 'temptationstreats.com' with mean price 0.9, 13 impressions of adomain 'titosvodka.com' with mean price 0.5, 1 impressions of adomain 'unitedcenter.com' with mean price 0.3, 3 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'walmart.com' with mean price 0.2, 2 impressions of adomain 'www.learnings.ai' with mean price 0.1, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 5 sessions in app 'com.newpubco.spades', 152 ad_requests with mean bid_floor 11.0, 1 impressions of adomain '1000bulbs.com' with mean price 12.7, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.7, 4 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'goodnes.com' with mean price 1.1, 3 impressions of adomain 'kao.com' with mean price 0.7, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 15.9, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'sanofi.com' with mean price 0.5; 2 sessions in app 'com.newreading.goodreels', 30 ad_requests with mean bid_floor 14.7, 2 clicks of adomain 'financebuzz.com', 2 impressions of adomain 'financebuzz.com' with mean price 171.2; 46 sessions in app 'com.radio.pocketfm', 940 ad_requests with mean bid_floor 14.8, 1 impressions of adomain 'mdmexclusives.com' with mean price 26.7; 2 sessions in app 'com.rapid.short.tv', 4 ad_requests with mean bid_floor 23.2; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 4.9; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 58 ad_requests with mean bid_floor 6.0; 27 sessions in app 'com.storymatrix.drama', 221 ad_requests with mean bid_floor 46.8; 1 sessions in app 'com.vitastudio.mahjong', 0 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.wildcard.spadespop', 83 ad_requests with mean bid_floor 6.5; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 53.8; 9 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 170 ad_requests with mean bid_floor 3.9, 14 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'afcurgentcare.com' with mean price 0.1, 13 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bidease.com_101931' with mean price 0.2, 1 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'fiogonia.com' with mean price 0.0, 1 impressions of adomain 'grainger.com' with mean price 0.7, 1 impressions of adomain 'gurunetwork.com' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'inspiredsquare.com' with mean price 0.0, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'justdice.io' with mean price 0.0, 2 impressions of adomain 'montroseeyecarehtx.com' with mean price 0.0, 3 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'progressivecommercial.com' with mean price 0.6, 5 impressions of adomain 'roomstogo.com' with mean price 2.9, 1 impressions of adomain 'russellstover.com' with mean price 0.5, 2 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'vacasa.com' with mean price 0.5, 2 impressions of adomain 'zephyrmobile.com' with mean price 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 12:03:03;time_since_impression_in_hours is 122;channel is 'USA/V/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 1176;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.779022387785676;partition is 743;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(108)_abdoul_V6_100k' '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' '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_35roundended_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' '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' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_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.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.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.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_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.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' '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.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.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_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' 'and.brainworks.nummatch_Android_CPI_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_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_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' '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_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' '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' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' '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.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' 'HDIP_iOS_USA_200_users_LITE' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' '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.spades_Android_CPA(108)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_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.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' '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(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_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' '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 'dcface1f-65b2-40f9-b8de-658b2f083917;'uuid is 'f215efef-a6a3-4adc-ab76-a4e9b698c9d0';bid_timestamp is '2025-01-16 2:38:29';device_id is 'dcface1f-65b2-40f9-b8de-658b2f083917';biddate is '2025-01-16';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 21.41600682387;target_cpi is 0.943272705831585;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 21.2;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 258355 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.74;prior_theme_impressions_count is 5;prior_tag_clicks_count is 9 ;time_since_click is '258330';hour is '2025-01-16 02:00:00+00:00';day_of_week is '3';os_version is 10;user_behavior_stats_in_past is '2 sessions in app 'com.blackout.spades', 197 ad_requests with mean bid_floor 32.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 21.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.3; 1 sessions in app 'com.newpubco.spades', 17 ad_requests with mean bid_floor 6.1, 1 impressions of adomain 'att.com' with mean price 0.7, 1 impressions of adomain 'olay.com' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.7; 2 sessions in app 'com.vitastudio.solitaire', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'solitaire.patience.card.games.klondike.free', 56 ad_requests with mean bid_floor 13.1';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 2025-01-17 20:41:04;time_since_impression_in_hours is 71;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 72;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.434675165877951;partition is 946;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.mobilityware.spider_Android_CPI_abdoul_V4_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.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(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.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.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_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' '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.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.mobilityware.spider_Android_CPA(Level_10)_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.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_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.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' '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(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' '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_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' 'bloom_com.blackout.spades_CAN_1d' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'bloom_com.blackout.spades_CAN_7d']"
},
{
"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 '22a7f6bd-9e08-4e66-aa5b-6539bd4957c3;'uuid is '5f36fe91-227a-441a-8faa-16770fb9082c';bid_timestamp is '2024-12-23 12:38:49';device_id is '22a7f6bd-9e08-4e66-aa5b-6539bd4957c3';biddate is '2024-12-23';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 32.2880512062621;target_cpi is 3.58323175485383;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 53.898305;placement_historical_value is 30.701274;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 123034 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.88;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is '123022';hour is '2024-12-23 12:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '3 sessions in app 'com.ad.cargame.fly', 76 ad_requests with mean bid_floor 11.4; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 5.9; 20 sessions in app 'com.rope.untie.tangle.master', 72 ad_requests with mean bid_floor 17.7; 111 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3133 ad_requests with mean bid_floor 13.5, 1 impressions of adomain 'healthprimal.com' with mean price 11.4, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 7.8, 1 clicks of adomain 'snapchat.com', 2 impressions of adomain 'snapchat.com' with mean price 5.9, 1 impressions of adomain 'tiktok.com' with mean price 3.3, 1 impressions of adomain 'welloflife.com' with mean price 10.2; 44 sessions in app 'in.playsimple.tripcross', 4744 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'alen.com' with mean price 0.4, 1 impressions of adomain 'brown-forman.com' with mean price 0.7, 1 impressions of adomain 'budlight.com' with mean price 0.2, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.3, 3 impressions of adomain 'costco.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'greasemonkeyauto.com' with mean price 0.3, 2 impressions of adomain 'healthprimal.com' with mean price 12.0, 1 impressions of adomain 'intuit.com' with mean price 0.7, 1 impressions of adomain 'ordercoldstone.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'vrbo.com' with mean price 0.2; 1 sessions in app 'in.playsimple.wordtrip', 13 ad_requests with mean bid_floor 16.8; 45 sessions in app 'net.peakgames.toonblast', 1112 ad_requests with mean bid_floor 15.7';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 2024-12-23 12:44:33;time_since_impression_in_hours is 34;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 34;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.564366711814424;partition is 574;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(145)_abdoul_mmp_V5_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' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_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.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_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.spades_Android_CPA(148)_abdoul_V3_100k' '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_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' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V3_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(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(140)_abdoul_V3_500k' '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(145)_abdoul_V4_2000k' '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(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_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(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(dc_35roundended_before_d8)_abdoul_V3_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.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(147)_abdoul_V4_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(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' '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(145)_abdoul_mmp_V5_500k' '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' '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' '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_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_500k' '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_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 '9d804bb2-4fb2-4227-9aa4-5844974c1b93;'uuid is '030fa610-570b-43bf-aa43-0bd6f6d5f4bd';bid_timestamp is '2025-01-09 23:31:02';device_id is '9d804bb2-4fb2-4227-9aa4-5844974c1b93';biddate is '2025-01-09';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 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 17.4663561300232;target_cpi is 2.29210755629698;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 6.784;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 104717 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.82;prior_theme_impressions_count is 6;prior_tag_clicks_count is 6 ;time_since_click is '104715';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 '37 sessions in app 'com.blackout.spades', 14081 ad_requests with mean bid_floor 26.6, 1 impressions of adomain 'adbry.com' with mean price 1.0, 3 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'baleaf.com' with mean price 0.4, 1 impressions of adomain 'dialsoap.com' with mean price 0.8, 2 impressions of adomain 'gundrymd.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'resideo.com' with mean price 0.2, 1 impressions of adomain 'roomstogo.com' with mean price 0.6, 1 impressions of adomain 'solaray.com' with mean price 0.2, 1 impressions of adomain 'travelwisconsin.com' with mean price 0.6; 38 sessions in app 'com.crypt.gram.puzz', 1939 ad_requests with mean bid_floor 9.8, 1 impressions of adomain 'accessiblemeds.org' with mean price 8.1, 54 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'ascendleadership.org' with mean price 0.4, 1 impressions of adomain 'briefbox.me' with mean price 7.9, 1 impressions of adomain 'carolina.com' with mean price 0.1, 7 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'freedom.press' with mean price 0.4, 1 impressions of adomain 'imako.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 2 impressions of adomain 'mackenzie.br' with mean price 0.3, 1 impressions of adomain 'matchmakingcompany.com' with mean price 0.3, 1 impressions of adomain 'microsoft.com' with mean price 0.4, 1 impressions of adomain 'mindspringhealth.org' with mean price 24.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 5 impressions of adomain 'officedepot.com' with mean price 0.1, 1 impressions of adomain 'opalescence.com' with mean price 0.2, 1 impressions of adomain 'petco.com' with mean price 0.4, 2 impressions of adomain 'quiktrip.com' with mean price 0.2, 1 impressions of adomain 'rosalindfranklin.edu' with mean price 0.7, 1 impressions of adomain 'sas.com' with mean price 0.3, 2 impressions of adomain 'shoppersvoice.com' with mean price 0.2, 1 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.5, 1 impressions of adomain 'toastmasters.org' with mean price 0.4, 1 impressions of adomain 'umgc.edu' with mean price 0.3, 1 impressions of adomain 'unionstudioarch.com' with mean price 0.0, 1 impressions of adomain 'uspsolutions.at' with mean price 6.6; 45 sessions in app 'com.draw.one.line', 1274 ad_requests with mean bid_floor 27.3, 4 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'cp-rewards.com' with mean price 0.2, 1 impressions of adomain 'florastor.com' with mean price 0.2, 1 impressions of adomain 'loopnet.com' with mean price 0.2, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 1.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 10 impressions of adomain 'roomstogo.com' with mean price 1.4; 132 sessions in app 'com.fiogonia.dominoes', 66873 ad_requests with mean bid_floor 39.5; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 7.2; 1 sessions in app 'com.funlab.sandballs', 50 ad_requests with mean bid_floor 28.6; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.sharlocation.friend.family', 1 ad_requests with mean bid_floor 5.2; 38 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2325 ad_requests with mean bid_floor 9.6; 2 sessions in app 'com.tripledot.solitaire', 9 ad_requests with mean bid_floor 3.7; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 7.1; 39 sessions in app 'com.zm.crossmath', 3281 ad_requests with mean bid_floor 10.1, 1 impressions of adomain 'adidas.com' with mean price 0.1, 16 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'entravision.com' with mean price 0.1, 3 impressions of adomain 'ezmelts.com' with mean price 0.2, 4 impressions of adomain 'florastor.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'honest.com' with mean price 0.1, 3 impressions of adomain 'lavazza.com' with mean price 0.2, 5 impressions of adomain 'loopnet.com' with mean price 0.2, 1 impressions of adomain 'nplincolndominion.com' with mean price 0.1, 2 impressions of adomain 'progressive.com' with mean price 0.2, 2 impressions of adomain 'roomstogo.com' with mean price 1.1, 1 impressions of adomain 'sanofi.com' with mean price 0.2, 1 impressions of adomain 'ubykotex.com' with mean price 0.2, 1 impressions of adomain 'vytalogy.com' with mean price 0.2; 3 sessions in app 'in.playsimple.tripcross', 7 ad_requests with mean bid_floor 7.1; 6 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 15.4; 46 sessions in app 'kidultlovin.word.zen', 3756 ad_requests with mean bid_floor 51.7, 14 impressions of adomain 'amazon.com' with mean price 0.4, 4 impressions of adomain 'aspercreme.com' with mean price 0.4, 1 impressions of adomain 'audible.com' with mean price 0.4, 4 impressions of adomain 'creativenoggin.com' with mean price 0.8, 1 impressions of adomain 'ecarone.com' with mean price 0.3, 1 impressions of adomain 'florastor.com' with mean price 0.4, 2 impressions of adomain 'furniturerow.com' with mean price 1.1, 2 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'heb.com' with mean price 0.2, 4 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'olly.com' with mean price 0.4, 1 impressions of adomain 'premierchevyofseaside.com' with mean price 0.2, 1 impressions of adomain 'ramjackopportunity.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.2, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 1.2, 1 impressions of adomain 'sovereignsilver.com' with mean price 0.3, 1 impressions of adomain 'temu.com' with mean price 11.7, 2 impressions of adomain 'toyota.com' with mean price 0.6, 2 impressions of adomain 'zeusinc.com' with mean price 0.7';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 2025-01-09 23:34:13;time_since_impression_in_hours is 29;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 29;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0636553197109424;partition is 2648;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(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.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.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(147)_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_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_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_apps_embeddings_similarity' 'bloom_com.blackout.spades_USA_80' '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.fiogonia.dominoes_USA_7d' '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(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.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(148)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_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.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(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' '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.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' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' '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.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.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
End of preview. Expand
in Data Studio
No dataset card yet
- Downloads last month
- -