Question
stringclasses 1
value | Complex_CoT
stringlengths 1.42k
31.3k
| Response
stringclasses 2
values |
|---|---|---|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request 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 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
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '32bd384b-3b5e-439a-b60d-d9c7010f8c2a';uuid is '4e79c325-3341-4f5e-b1cf-eb2c35eb9091';bid_timestamp is '2025-01-10 4:34:20';device_id is '32bd384b-3b5e-439a-b60d-d9c7010f8c2a';biddate is '2025-01-10';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 43.0799358355947;target_cpi is 2.08533271669172;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.21 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.898305;placement_historical_value is ;third_party_bid_price is 0.21;prior_tag_impressions_count is 5 ;time_since_impression is 88840 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.52;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is 88927;hour is '2025-01-10 04:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 6 ad_requests with mean bid_floor 12.8; 32 sessions in app 'com.global.xxsx.google', 562 ad_requests with mean bid_floor 65.8; 546 sessions in app 'com.metropcs.metrozone', 2893 ad_requests with mean bid_floor 99.9; 1 sessions in app 'com.newpubco.spades', 63 ad_requests with mean bid_floor 6.4, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'jorisson.com' with mean price 0.5, 1 impressions of adomain 'pandora.com' with mean price 0.2, 1 impressions of adomain 'proof-advertising.com' with mean price 0.3; 1 sessions in app 'com.playvalve.dominoes', 30 ad_requests with mean bid_floor 65.4; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 7.8; 23 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 659 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'audible.com' with mean price 1.1, 8 clicks of adomain 'chime.com', 10 impressions of adomain 'chime.com' with mean price 6.5, 1 impressions of adomain 'com.quiz.talent.machine' with mean price 4.9, 5 impressions of adomain 'jorisson.com' with mean price 1.4, 4 clicks of adomain 'productmadness.com', 6 impressions of adomain 'productmadness.com' with mean price 6.3];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-11 19:15:30;dc_15roundended_before_d8_timestamp is 45668.7015856481;ag_retention_d1_timestamp is 2025-01-10 4:39:39;0_timestamp is 2025-01-10 4:39:39;time_since_impression_in_hours is 24;channel is 'USA/I/applovin/spades.classic.card.free.online.offline.multiplayer/False/117';time_since_click_in_hours is 25;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.962388990592686;partition is 3555
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '947e5fc7-fe3b-4c10-b8c1-56228272dc13';uuid is 'e34c6b42-58dd-408e-a090-c0cf99ea2228';bid_timestamp is '2025-01-29 15:25:13';device_id is '947e5fc7-fe3b-4c10-b8c1-56228272dc13';biddate is '2025-01-29';country is 'USA';app is 'com.enflick.android.TextNow';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'applovin';raw_price is 75.7075393382955;target_cpi is 2;campaign is 58197;creative_id is 229453;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 44.024441 ;min_floor is 44.024441 ;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 3.76;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-29 15:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[2 sessions in app 'com.callapp.contacts', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 8.1, 1 impressions of adomain 'truecaller.com' with mean price 11.6; 5 sessions in app 'com.diamondlife.slots.vegas.free', 12 ad_requests with mean bid_floor 1.4; 65 sessions in app 'com.enflick.android.TextNow', 102 ad_requests with mean bid_floor 44.0; 9 sessions in app 'com.gamepie.airpolice', 243 ad_requests with mean bid_floor 103.3; 3 sessions in app 'com.horus.sky.defense', 25 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.mathquestions.brainchallenge', 48 ad_requests with mean bid_floor 16.4; 1 sessions in app 'com.mmcallsapp.dingcall.android', 3 ad_requests with mean bid_floor 91.3; 1 sessions in app 'com.mmcallsapp.truecall.android', 2 ad_requests with mean bid_floor 77.2; 1 sessions in app 'com.myyearbook.m', 5 ad_requests with mean bid_floor 28.0; 2 sessions in app 'com.newpubco.spades', 66 ad_requests with mean bid_floor 19.2; 9 sessions in app 'com.oceansea.shelfclear.fishy.frenzy.tornado', 154 ad_requests with mean bid_floor 26.1; 3 sessions in app 'com.rescue.agent', 9 ad_requests with mean bid_floor 61.0; 1 sessions in app 'com.solitaire.card', 10 ad_requests with mean bid_floor 15.5; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 9.9; 15 sessions in app 'com.wildcard.spades', 196 ad_requests with mean bid_floor 6.3, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bumble.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'paramount.com' with mean price 2.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 3.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-30 3:28:12;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.enflick.android.TextNow/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.290028331296177;partition is 3688
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'd3447397-2752-4169-821c-fc60241c6f0a';uuid is '8b5674d5-9457-40c0-99bb-5a68f0e36317';bid_timestamp is '2025-01-16 5:58:15';device_id is 'd3447397-2752-4169-821c-fc60241c6f0a';biddate is '2025-01-16';country is 'USA';app is 'loppipoppi.ginrummy';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5.08969;target_cpi is 0.91349790930159;campaign is 57661;creative_id is 229286;session_duration is 409 ;seller_name is 'Appodeal SSP';seller_id is 1;content_type is 'ie';bid_floor is 5.07969 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 18 ;time_since_impression is 31858791 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.31;prior_theme_impressions_count is 18;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-16 05:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[2 sessions in app 'com.RGR.RollingGravityRealm', 168 ad_requests with mean bid_floor 19.0; 7 sessions in app 'com.intentsoftware.android.yatzylite', 14 ad_requests with mean bid_floor 39.3; 1 sessions in app 'com.linkdesks.bubblegames.bubbleshooter', 1 ad_requests with mean bid_floor 12.0; 7 sessions in app 'com.littleengine.wordpal', 968 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'cantactix.com' with mean price 0.9, 1 impressions of adomain 'charge-it-now.com' with mean price 1.2, 2 impressions of adomain 'costco.com' with mean price 0.1, 1 impressions of adomain 'd.comenity.net' with mean price 0.0, 6 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'freestylelibre.us' with mean price 0.0, 2 impressions of adomain 'goblusky.com' with mean price 0.5, 1 impressions of adomain 'harckc.org' with mean price 1.2, 2 impressions of adomain 'insurancerecruitingsolutions.com' with mean price 1.0, 2 impressions of adomain 'kohls.com' with mean price 0.2, 1 impressions of adomain 'lestradefs.com' with mean price 0.5, 1 impressions of adomain 'linkedin.com' with mean price 0.3, 3 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'nm.org' with mean price 0.8, 2 impressions of adomain 'onceuponachild.com' with mean price 1.2, 1 impressions of adomain 'ontariocreates.ca' with mean price 0.2, 2 impressions of adomain 'pacificresiliencegroup.com' with mean price 0.7, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 2 impressions of adomain 'recruitcrm.co' with mean price 0.8, 2 impressions of adomain 'siemens.com' with mean price 1.6, 1 impressions of adomain 'sparinc.com' with mean price 1.9, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'steeprockcapital.com' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'thebrandtechgroup.com' with mean price 0.8, 1 impressions of adomain 'uber.com' with mean price 0.0, 1 impressions of adomain 'vistageflorida.com' with mean price 1.0, 1 impressions of adomain 'youtube.com' with mean price 0.1; 2 sessions in app 'com.newpubco.spades', 111 ad_requests with mean bid_floor 9.6, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'greendragon.com' with mean price 0.6, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'kohls.com' with mean price 0.6, 1 impressions of adomain 'luckylandslots.com' with mean price 0.7, 1 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'weightwatchers.com' with mean price 0.5; 4 sessions in app 'com.northskygames.Canasta', 21 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.wordsalad.app', 40 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 8.0; 5 sessions in app 'loppipoppi.ginrummy', 2213 ad_requests with mean bid_floor 17.4, 1 impressions of adomain 'albertsons.com' with mean price 0.2, 19 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 1 impressions of adomain 'boo.world' with mean price 0.1, 1 impressions of adomain 'cha.com' with mean price 0.5, 1 clicks of adomain 'chime.com', 2 impressions of adomain 'chime.com' with mean price 7.5, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.1, 1 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 0.1, 1 impressions of adomain 'commonspirit.org' with mean price 0.3, 2 impressions of adomain 'dramabox.com' with mean price 0.1, 1 impressions of adomain 'ediblearrangements.com' with mean price 0.1, 1 impressions of adomain 'espnbet.com' with mean price 0.1, 2 impressions of adomain 'haleon.com' with mean price 0.1, 2 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 3 impressions of adomain 'kismia.com' with mean price 0.1, 1 impressions of adomain 'marriott.com' with mean price 0.1, 1 impressions of adomain 'newpub.co/spades' with mean price 5.1, 1 clicks of adomain 'newpub.co/spades', 7 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 4 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'sculptnation.com' with mean price 0.3, 2 impressions of adomain 'self.inc' with mean price 0.1, 4 impressions of adomain 'smithfieldfoods.com' with mean price 1.5, 1 impressions of adomain 'smuckers.com' with mean price 0.1, 3 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1; 19 sessions in app 'net.peakgames.mobile.spades.android', 706 ad_requests with mean bid_floor 30.0];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 2025-01-16 6:00:54;time_since_impression_in_hours is 8849;channel is 'USA/I/bidmachine/loppipoppi.ginrummy/False/1';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.810733297853824;partition is 1390
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'f826c18d-8c5d-406e-a4fc-3567001e7be2';uuid is '61814b02-e70b-452a-97f9-fedd1e4d51d9';bid_timestamp is '2025-01-02 4:48:47';device_id is 'f826c18d-8c5d-406e-a4fc-3567001e7be2';biddate is '2025-01-02';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 19.3760315115011;target_cpi is 3.47734515668835;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 8.9888 ;min_floor is ;bidmachine_placement_value is 25;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 448298 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.58999999999999;prior_theme_impressions_count is 7;prior_tag_clicks_count is 11 ;time_since_click is 448293;hour is '2025-01-02 04:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'amen.blessed.app', 3 ad_requests with mean bid_floor 74.6; 2 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 109 ad_requests with mean bid_floor 17.1, 10 impressions of adomain 'walmart.com' with mean price 2.2; 10 sessions in app 'com.WhatWapp.Backgammon.Multiplayer', 53 ad_requests with mean bid_floor 48.4; 6 sessions in app 'com.bagelcode.slots1', 8 ad_requests with mean bid_floor 7.3; 3 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 17 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.ezt.pdfreader.pdfviewer', 1 ad_requests with mean bid_floor 5.0; 3 sessions in app 'com.fatix.fatixpro', 14 ad_requests with mean bid_floor 24.5; 1 sessions in app 'com.hiit.home.workout.men.jian048lite', 2 ad_requests with mean bid_floor 0.0; 198 sessions in app 'com.loseweight.seven.minute.workout', 1631 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.mathbrain.sudoku', 10 ad_requests with mean bid_floor 6.6; 30 sessions in app 'com.mobilityware.CrazyEights', 1086 ad_requests with mean bid_floor 42.7, 3 impressions of adomain 'amazon.com' with mean price 0.4, 6 impressions of adomain 'audible.com' with mean price 0.7, 4 impressions of adomain 'discovery.com' with mean price 0.5, 11 impressions of adomain 'dollargeneral.com' with mean price 0.4, 1 impressions of adomain 'floridashistoriccoast.com' with mean price 2.0, 1 impressions of adomain 'josbank.com' with mean price 0.3, 2 impressions of adomain 'mattel163.com' with mean price 0.3, 1 impressions of adomain 'metamucil.com' with mean price 0.9, 1 impressions of adomain 'osphena.com' with mean price 0.7, 2 impressions of adomain 'pinchapenny.com' with mean price 1.0, 1 impressions of adomain 'pluto.tv' with mean price 0.4, 6 impressions of adomain 'productmadness.com' with mean price 15.0, 3 clicks of adomain 'productmadness.com', 1 impressions of adomain 'rovio.com' with mean price 0.1, 2 impressions of adomain 'scopely.com' with mean price 0.2, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 17.0, 1 impressions of adomain 'wawa.com' with mean price 0.1; 19 sessions in app 'com.mobilityware.GinRummySolitaire', 700 ad_requests with mean bid_floor 28.5, 1 clicks of adomain 'bbumgames.com', 1 impressions of adomain 'bbumgames.com' with mean price 11.5, 1 impressions of adomain 'bidease.com_101931' with mean price 0.3, 1 impressions of adomain 'dollargeneral.com' with mean price 0.5, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'floridashistoriccoast.com' with mean price 2.0, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 clicks of adomain 'mintegral.com', 1 impressions of adomain 'mintegral.com' with mean price 9.2, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 3 impressions of adomain 'progressive.com' with mean price 0.7, 1 clicks of adomain 'termsfeed.com', 1 impressions of adomain 'termsfeed.com' with mean price 8.8, 1 impressions of adomain 'tiktok.com' with mean price 1.4; 1 sessions in app 'com.mobilityware.solitaire', 51 ad_requests with mean bid_floor 19.0, 1 impressions of adomain 'bk.com' with mean price 0.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 14.3; 19 sessions in app 'com.olleyo.piggy.king.free', 58 ad_requests with mean bid_floor 2.3; 4 sessions in app 'com.playvalve.dominoes', 425 ad_requests with mean bid_floor 113.9; 20 sessions in app 'com.playvalve.spades', 1015 ad_requests with mean bid_floor 110.1, 3 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'bp.com' with mean price 3.2, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.8, 1 impressions of adomain 'suitsoutlets.com' with mean price 1.5, 1 impressions of adomain 'wbd.com' with mean price 0.8; 18 sessions in app 'com.tripledot.blockbash', 187 ad_requests with mean bid_floor 7.3, 5 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'aspercreme.com' with mean price 0.5, 2 impressions of adomain 'hulu.com' with mean price 0.6, 1 impressions of adomain 'icyhot.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'metamucil.com' with mean price 0.7, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'osphena.com' with mean price 0.7, 1 impressions of adomain 'pg.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'stellaartois.com' with mean price 0.5, 1 impressions of adomain 'subaru.com' with mean price 0.3; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 2.5; 2 sessions in app 'com.tunecho.music', 8 ad_requests with mean bid_floor 6.2; 9 sessions in app 'com.wildcard.classicspades', 170 ad_requests with mean bid_floor 7.1, 10 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bluenile.com' with mean price 0.2, 4 impressions of adomain 'discovery.com' with mean price 0.5, 1 impressions of adomain 'experian.com' with mean price 0.3, 2 impressions of adomain 'freshexpress.com' with mean price 0.6, 2 impressions of adomain 'goya.com' with mean price 0.4, 2 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'hillspet.com' with mean price 0.4, 19 impressions of adomain 'josbank.com' with mean price 9.0, 1 impressions of adomain 'meetme.com' with mean price 0.3, 1 impressions of adomain 'mobilityware.com' with mean price 0.5, 1 impressions of adomain 'nissanusa.com' with mean price 0.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 6 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.4, 1 impressions of adomain 'paulfredrick.com' with mean price 0.3, 2 impressions of adomain 'pinchapenny.com' with mean price 0.9, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'spotpet.com' with mean price 0.4, 5 impressions of adomain 'suitsoutlets.com' with mean price 0.6; 10 sessions in app 'com.wonderpeople.megahitpoker.global', 34 ad_requests with mean bid_floor 108.8; 5 sessions in app 'com.yatzy.blitz.dice.roll.game', 74 ad_requests with mean bid_floor 2.5; 14 sessions in app 'com.zcmxd.pokergaga', 17 ad_requests with mean bid_floor 96.1; 122 sessions in app 'com.zuma.deluxe.marble.puzzle', 1674 ad_requests with mean bid_floor 1.6, 31 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'aveeno.com' with mean price 0.3, 1 impressions of adomain 'bjs.com' with mean price 0.2, 2 impressions of adomain 'cheerios.com' with mean price 0.5, 17 impressions of adomain 'discovery.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'dreamlandamusements.com' with mean price 0.3, 3 impressions of adomain 'hopkinsmedicine.org' with mean price 1.8, 2 impressions of adomain 'hyundaiusa.com' with mean price 0.4, 4 impressions of adomain 'josbank.com' with mean price 58.9, 1 impressions of adomain 'kelloggs.com' with mean price 1.1, 1 impressions of adomain 'lung.org' with mean price 2.5, 2 impressions of adomain 'mikmak.tv' with mean price 1.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'pcmtrials.com' with mean price 0.4, 4 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 2 impressions of adomain 'wkkellogg.com' with mean price 0.3; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'in.playsimple.wordtrip', 42 ad_requests with mean bid_floor 14.1; 108 sessions in app 'net.happywit.piratelife', 254 ad_requests with mean bid_floor 5.8; 40 sessions in app 'net.peakgames.toonblast', 150 ad_requests with mean bid_floor 23.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 5:29:52;time_since_impression_in_hours is 124;channel is 'USA/I/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 125;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.693212015883678;partition is 3496
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '3edfce41-b1dc-4974-bed4-faec0cf29506';uuid is '13c6062b-8492-4720-a36c-dbd34e0606a4';bid_timestamp is '2025-02-10 15:38:52';device_id is '3edfce41-b1dc-4974-bed4-faec0cf29506';biddate is '2025-02-10';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 19.474096433247;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 13 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 9.494132;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 2767648 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.93;prior_theme_impressions_count is 8;prior_tag_clicks_count is 7 ;time_since_click is 4498912;hour is '2025-02-10 15:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[156 sessions in app 'com.blackout.spades', 6162 ad_requests with mean bid_floor 34.9, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 1 impressions of adomain 'doordash.com' with mean price 0.6, 1 impressions of adomain 'livevanalen.com' with mean price 0.2, 1 impressions of adomain 'medscape.com' with mean price 2.3, 1 impressions of adomain 'paramountplus.com' with mean price 1.4, 1 impressions of adomain 'qutenzahcp.com' with mean price 4.0, 1 impressions of adomain 'samhsa.gov' with mean price 0.5, 2 impressions of adomain 'sourpatchkids.com' with mean price 0.3, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'textnow.com' with mean price 0.2; 12 sessions in app 'com.fancygame.solitaire.fish.girl', 289 ad_requests with mean bid_floor 2.6, 4 impressions of adomain 'lilly.com' with mean price 0.9, 4 clicks of adomain 'www.solitairecardstudio.com', 4 impressions of adomain 'www.solitairecardstudio.com' with mean price 45.6; 44 sessions in app 'com.gamovation.chessclubpilot', 600 ad_requests with mean bid_floor 6.0, 3 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 1 impressions of adomain 'click2cart.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'lenovo.com' with mean price 0.8, 1 impressions of adomain 'lenscrafters.com' with mean price 0.0, 2 impressions of adomain 'lilly.com' with mean price 1.7, 2 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'verizon.com' with mean price 0.0, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 4 sessions in app 'com.handmark.expressweather', 11 ad_requests with mean bid_floor 54.8; 3 sessions in app 'com.manik.words', 19 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.peoplefun.wordcross', 7 ad_requests with mean bid_floor 4.7; 21 sessions in app 'com.tripledot.blackjack', 352 ad_requests with mean bid_floor 9.4, 2 clicks of adomain 'underdogfantasy.com', 2 impressions of adomain 'underdogfantasy.com' with mean price 23.8; 1 sessions in app 'com.tripledot.solitaire', 31 ad_requests with mean bid_floor 17.7, 1 impressions of adomain 'regalcardplay.com' with mean price 22.9; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 8.0; 1 sessions in app 'net.uploss.water_app', 10 ad_requests with mean bid_floor 4.2; 8 sessions in app 'solitaire.collection.girls.klondike.spider', 64 ad_requests with mean bid_floor 3.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 768;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1250;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.852313177340221;partition is 3496
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '5d32dca3-676a-49b5-998e-e9f599b62c7e';uuid is 'ab4d6b86-7f15-451f-8721-60f111d93cf0';bid_timestamp is '2025-01-13 10:19:09';device_id is '5d32dca3-676a-49b5-998e-e9f599b62c7e';biddate is '2025-01-13';country is 'USA';app is 'classic.card.solitaire.pgmaker';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '59a6d4e161ebc6c75b0cd11727a4d9c5';display_manager is 'bidmachine';raw_price is 119.122477484767;target_cpi is 25.0396190405884;campaign is 57720;creative_id is 229350;session_duration is 0 ;seller_name is 'BIG CAKE GROUP MAX';seller_id is 249;content_type is 'vi';bid_floor is 18.1366 ;min_floor is 18.1366 ;bidmachine_placement_value is 20.431766;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 626574 ;learning is 0 ;creative_theme is 'general';user_coefficient is 2.04;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-13 10:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'and.lihuhu.mahjong3d', 6 ad_requests with mean bid_floor 45.9; 1 sessions in app 'beetles.puzzle.solitaire', 17 ad_requests with mean bid_floor 20.7; 111 sessions in app 'classic.card.solitaire.pgmaker', 1047 ad_requests with mean bid_floor 16.4, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 2 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 50.2, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 119.1, 1 impressions of adomain 'ruizfoods.com' with mean price 1.2, 3 impressions of adomain 'walgreens.com' with mean price 0.6; 3 sessions in app 'classic.klondike.solitaire.cardgame.patience.lite', 15 ad_requests with mean bid_floor 43.7; 1 sessions in app 'com.bigcake.android.solitairedaily', 5 ad_requests with mean bid_floor 7.8; 35 sessions in app 'com.counter.setp.pedometer', 228 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.cybernautica.solitaire.cards', 2 ad_requests with mean bid_floor 38.9; 256 sessions in app 'com.heartpulse.healthycompanion.tracker', 3149 ad_requests with mean bid_floor 2.1, 2 impressions of adomain 'mobilityware.com/spider' with mean price 21.5; 3 sessions in app 'com.hyilmaz.spades', 40 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.newpubco.klondikesolitaire', 15 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'prevnar20.com' with mean price 14.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 1 sessions in app 'com.newpubco.spades', 75 ad_requests with mean bid_floor 13.0, 1 impressions of adomain 'pfizer.com' with mean price 1.2, 1 impressions of adomain 'pmi.com' with mean price 0.5, 1 impressions of adomain 'tiktok.com' with mean price 0.6; 1 sessions in app 'com.pgzng.timer', 5 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.solitaire.card', 14 ad_requests with mean bid_floor 17.2; 1 sessions in app 'com.solitaire.patience.klondike', 7 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.solitaire.relax.classic.card.game', 3 ad_requests with mean bid_floor 20.8; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 12.9; 1 sessions in app 'com.vitastudio.mahjong', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.vitastudio.spider', 7 ad_requests with mean bid_floor 21.7; 1 sessions in app 'com.warrior.block.squib', 6 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 11.3; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 4.4; 4 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 47.1; 1 sessions in app 'kidultlovin.word.zen', 5 ad_requests with mean bid_floor 77.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 10:29:08;time_since_impression_in_hours is 174;channel is 'USA/V/bidmachine/classic.card.solitaire.pgmaker/False/249';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.133598388745681;partition is 3030
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'a7e9e0c7-0718-4c32-a948-be328e1e1f45';uuid is 'bb4305bf-3ce4-4ee3-9ac3-7d39d5044f8b';bid_timestamp is '2024-12-29 21:37:09';device_id is 'a7e9e0c7-0718-4c32-a948-be328e1e1f45';biddate is '2024-12-29';country is 'USA';app is 'com.DifLabs.Differences';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 14.1421482522401;target_cpi is 2;campaign is 57716;creative_id is 228773;session_duration is 0 ;seller_name is 'Yolo Games';seller_id is 566;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 11.305794;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.65;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-29 21:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[6 sessions in app 'com.DifLabs.Differences', 597 ad_requests with mean bid_floor 19.8, 13 impressions of adomain 'amazon.com' with mean price 0.9, 6 impressions of adomain 'esupplements.com' with mean price 0.8, 1 impressions of adomain 'florastor.com' with mean price 0.2, 2 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'joinpropel.com' with mean price 0.3, 1 impressions of adomain 'lifeextension.com' with mean price 0.6, 1 impressions of adomain 'philips.com' with mean price 0.4, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.7, 1 impressions of adomain 'primalkitchen.com' with mean price 0.4, 1 impressions of adomain 'proactiv.com' with mean price 0.4, 1 impressions of adomain 'secure.interactiveticketing.com' with mean price 1.3; 2 sessions in app 'com.blackcircleapps.halloweenbingo', 139 ad_requests with mean bid_floor 36.6; 1 sessions in app 'com.dg.turbonuke.bingo.quest.summer.garden', 16 ad_requests with mean bid_floor 41.7; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.fuzzymobilegames.spades', 21 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.hyilmaz.spades', 11 ad_requests with mean bid_floor 5.5; 107 sessions in app 'com.localnews.android.us', 234 ad_requests with mean bid_floor 1.4; 17 sessions in app 'com.mobilityware.Spades', 2983 ad_requests with mean bid_floor 13.2, 2 clicks of adomain 'bbumgames.com', 2 impressions of adomain 'bbumgames.com' with mean price 5.9, 1 clicks of adomain 'bestplay.app', 2 impressions of adomain 'bestplay.app' with mean price 6.9, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 5.3, 1 impressions of adomain 'consumertestconnect.com' with mean price 6.7, 1 impressions of adomain 'everydaywinner.net' with mean price 7.7, 1 impressions of adomain 'freecash.com' with mean price 8.5, 5 clicks of adomain 'governorofpoker.com', 7 impressions of adomain 'governorofpoker.com' with mean price 6.5, 2 impressions of adomain 'justdice.io' with mean price 10.1, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 5.2, 2 clicks of adomain 'squareup.com', 2 impressions of adomain 'squareup.com' with mean price 5.1; 5 sessions in app 'com.newleaf.app.android.victor', 12 ad_requests with mean bid_floor 51.7; 9 sessions in app 'com.playvalve.spades', 1936 ad_requests with mean bid_floor 97.6, 24 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'clorox.com' with mean price 0.5, 1 impressions of adomain 'drreddys.com' with mean price 0.5, 1 impressions of adomain 'flixchatter.net' with mean price 0.5, 1 impressions of adomain 'justdice.io' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'nowfoods.com' with mean price 0.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'orgain.com' with mean price 1.0, 3 impressions of adomain 'premierprotein.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 1 impressions of adomain 'vitalproteins.com' with mean price 0.8; 11 sessions in app 'com.purpleowl.spades.card.game', 70 ad_requests with mean bid_floor 28.8; 1 sessions in app 'com.solitaire.cards.deluxe', 7 ad_requests with mean bid_floor 1.5; 20 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1995 ad_requests with mean bid_floor 13.3, 4 clicks of adomain 'governorofpoker.com', 6 impressions of adomain 'governorofpoker.com' with mean price 6.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 7.4, 2 impressions of adomain 'peppermint-lips.com' with mean price 5.8, 2 clicks of adomain 'wisewaveltd.com', 2 impressions of adomain 'wisewaveltd.com' with mean price 6.3; 3 sessions in app 'com.theangrykraken.bingo', 124 ad_requests with mean bid_floor 76.3; 1 sessions in app 'com.tripledot.woodoku', 17 ad_requests with mean bid_floor 10.3; 69 sessions in app 'com.wonderpeople.megahitpoker.global', 275 ad_requests with mean bid_floor 92.3; 1 sessions in app 'com.yallaplay.spadesmasters', 34 ad_requests with mean bid_floor 167.4; 1 sessions in app 'com.zcmxd.pokergaga', 1 ad_requests with mean bid_floor 102.7; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.3; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 2.4; 1 sessions in app 'live.fun.bingo.online.story.casino.free.game.android', 14 ad_requests with mean bid_floor 1.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45656.7338310185;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-29 21:45:05;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.DifLabs.Differences/False/566';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.961335081697016;partition is 816
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '72b69aa1-aea3-4833-8a43-84192d1d6a45';uuid is '75847edb-3908-4048-953a-f190d822a7b5';bid_timestamp is '2025-02-05 21:56:06';device_id is '72b69aa1-aea3-4833-8a43-84192d1d6a45';biddate is '2025-02-05';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 34.6306766156876;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.12;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.82;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-05 21:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[5 sessions in app 'com.DifLabs.Differences', 32 ad_requests with mean bid_floor 160.5; 21 sessions in app 'com.blackout.spades', 1454 ad_requests with mean bid_floor 27.4, 5 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'clorox.com' with mean price 0.4, 2 impressions of adomain 'crypto.com' with mean price 0.2, 2 impressions of adomain 'justwater.com' with mean price 0.4, 1 impressions of adomain 'kiawahisland.com' with mean price 0.7, 3 impressions of adomain 'musclefeast.com' with mean price 0.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 34.6, 1 impressions of adomain 'ozempic.com' with mean price 2.3, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 1 impressions of adomain 'pepsico.com' with mean price 0.7, 1 impressions of adomain 'productmadness.com' with mean price 0.2; 2 sessions in app 'com.block.juggle', 6 ad_requests with mean bid_floor 15.3; 8 sessions in app 'com.bonnie.trafficescape', 144 ad_requests with mean bid_floor 1.6, 5 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'clorox.com' with mean price 0.3, 3 impressions of adomain 'justwater.com' with mean price 0.4, 4 impressions of adomain 'liveowyn.com' with mean price 0.2, 3 impressions of adomain 'musclefeast.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 11 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.3; 13 sessions in app 'com.mobilityware.Spades', 913 ad_requests with mean bid_floor 11.7, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.9, 1 impressions of adomain 'amazinglashstudio.com' with mean price 0.9, 1 impressions of adomain 'astrazeneca.com' with mean price 7.5, 2 clicks of adomain 'chime.com', 2 impressions of adomain 'chime.com' with mean price 6.7, 1 clicks of adomain 'crypto.com', 1 impressions of adomain 'crypto.com' with mean price 4.8, 2 impressions of adomain 'healthprimal.com' with mean price 10.8, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.9, 1 clicks of adomain 'scopely.com', 1 impressions of adomain 'scopely.com' with mean price 7.9, 1 clicks of adomain 'scorewarrior.com', 2 impressions of adomain 'scorewarrior.com' with mean price 4.6, 1 clicks of adomain 'vio.com', 2 impressions of adomain 'vio.com' with mean price 8.1; 1 sessions in app 'com.newpubco.spades', 23 ad_requests with mean bid_floor 16.3; 2 sessions in app 'com.peoplefun.wordcross', 37 ad_requests with mean bid_floor 8.5; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 5 ad_requests with mean bid_floor 4.0; 72 sessions in app 'com.vitastudio.mahjong', 1754 ad_requests with mean bid_floor 49.4, 16 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'copilot.microsoft.com' with mean price 0.5, 1 impressions of adomain 'crystalspringsnewmexico.com' with mean price 0.7, 2 impressions of adomain 'ensure.com' with mean price 0.4, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 3 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'justwater.com' with mean price 0.4, 2 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 1 impressions of adomain 'liveowyn.com' with mean price 0.4, 3 impressions of adomain 'luckybevco.com' with mean price 0.4, 2 impressions of adomain 'mars.com' with mean price 0.4, 5 impressions of adomain 'musclefeast.com' with mean price 0.6, 1 impressions of adomain 'neutrogena.com' with mean price 0.3, 9 impressions of adomain 'nurtec.com' with mean price 0.6, 4 impressions of adomain 'productmadness.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.7, 6 impressions of adomain 'thegallericlassic.com' with mean price 1.2, 2 impressions of adomain 'thehonestkitchen.com' with mean price 1.1, 1 impressions of adomain 'ultimatepetnutrition.com' with mean price 0.7, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'wurl.com' with mean price 0.4, 1 impressions of adomain 'zyrtec.com' with mean price 0.4; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 13.2; 78 sessions in app 'od_12920', 0 ad_requests with mean bid_floor 0.0; 43 sessions in app 'water.sort.puzzle.game.color.sorting.free', 698 ad_requests with mean bid_floor 6.5, 16 impressions of adomain 'afscme.org' with mean price 0.8, 5 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'broadwaysd.com' with mean price 0.5, 1 impressions of adomain 'carnationbreakfastessentials.com' with mean price 0.6, 4 impressions of adomain 'clorox.com' with mean price 0.8, 1 impressions of adomain 'continentaltire.com' with mean price 1.2, 9 impressions of adomain 'crypto.com' with mean price 0.6, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.5, 1 impressions of adomain 'newsbreak.com' with mean price 0.5, 2 impressions of adomain 'playsimple.in' with mean price 0.4, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 1 impressions of adomain 'refreshbrand.com' with mean price 0.6, 4 impressions of adomain 'roguenicotine.com' with mean price 0.8, 1 impressions of adomain 'simplebro.co' with mean price 0.5, 1 impressions of adomain 'soapyjoescarwash.com' with mean price 0.4, 1 impressions of adomain 'spectrum.com' with mean price 0.5, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 4 impressions of adomain 'stellaandchewys.com' with mean price 0.8, 18 impressions of adomain 'thegallericlassic.com' with mean price 1.3, 1 impressions of adomain 'tiktok.com' with mean price 1.5, 4 impressions of adomain 'walgreens.com' with mean price 1.0, 1 impressions of adomain 'xo.store' with mean price 0.5];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 2025-02-05 21:59:55;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 0.93825791951441;partition is 3841
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '42cbf6a9-6a5a-4f83-aa6a-4174de2b5399';uuid is '5a3e8818-9489-471a-850a-62bb328237f2';bid_timestamp is '2025-02-07 18:00:07';device_id is '42cbf6a9-6a5a-4f83-aa6a-4174de2b5399';biddate is '2025-02-07';country is 'USA';app is 'com.crypt.gram.puzz';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 0 ;seller_name is 'Joyteractive';seller_id is 377;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 24.518119;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'com.afgame.app.poolball', 5 ad_requests with mean bid_floor 57.1; 18 sessions in app 'com.crypt.gram.puzz', 1212 ad_requests with mean bid_floor 10.3, 21 impressions of adomain 'amazon.com' with mean price 0.3, 1 clicks of adomain 'bleacherreport.com', 1 impressions of adomain 'bleacherreport.com' with mean price 7.2, 1 impressions of adomain 'carfax.com' with mean price 0.2, 2 impressions of adomain 'cedarhurstliving.com' with mean price 0.4, 2 clicks of adomain 'centurygames.com', 5 impressions of adomain 'centurygames.com' with mean price 6.7, 1 impressions of adomain 'crossmath.gurugame.ai' with mean price 0.1, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'fanniemae.com' with mean price 0.3, 1 impressions of adomain 'franksredhot.com' with mean price 0.7, 1 impressions of adomain 'greatercb.com' with mean price 0.1, 5 impressions of adomain 'igt.com' with mean price 0.4, 2 impressions of adomain 'jeffsbagelrun.com' with mean price 0.1, 1 impressions of adomain 'kleinandhoffman.com' with mean price 0.2, 4 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'lenox.com' with mean price 0.1, 1 impressions of adomain 'lgeccu.org' with mean price 0.1, 1 impressions of adomain 'livefront.com' with mean price 0.1, 1 impressions of adomain 'mazdausa.com' with mean price 0.4, 2 impressions of adomain 'metamucil.com' with mean price 0.5, 1 impressions of adomain 'mg-united.com' with mean price 0.1, 1 impressions of adomain 'mollymaid.com' with mean price 1.6, 8 clicks of adomain 'playrix.com', 23 impressions of adomain 'playrix.com' with mean price 12.1, 1 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'prilosecotc.com' with mean price 0.4, 1 impressions of adomain 'rxo.com' with mean price 0.0, 6 impressions of adomain 'scorewarrior.com' with mean price 7.6, 6 clicks of adomain 'scorewarrior.com', 1 impressions of adomain 'scottbrand.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.5, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 5 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 5 impressions of adomain 'vitastudio.ai' with mean price 0.1, 15 impressions of adomain 'vizor-games.com' with mean price 8.8, 8 clicks of adomain 'vizor-games.com', 4 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'woodstockoutlet.com' with mean price 0.3, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 1 sessions in app 'kjv.bible.kingjamesbible', 20 ad_requests with mean bid_floor 25.7];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45696.7345833333;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:29:35;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.crypt.gram.puzz/False/377';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.527746779138141;partition is 2257
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'b6363803-bfd1-46c9-9171-b2261ddbd2d4';uuid is 'a68d2963-38b2-428d-b882-6682dd66f742';bid_timestamp is '2025-02-08 7:40:21';device_id is 'b6363803-bfd1-46c9-9171-b2261ddbd2d4';biddate is '2025-02-08';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 250;target_cpi is 7;campaign is 58302;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 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 29.68;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 3.05;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-08 07:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[2 sessions in app 'bible.trivia.quiz.question.answer.spelling.correct.knowledge.test.game', 8 ad_requests with mean bid_floor 3.9; 4 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 89 ad_requests with mean bid_floor 20.9; 1 sessions in app 'com.blackout.match3', 4 ad_requests with mean bid_floor 17.6, 1 impressions of adomain 'learnings.ai' with mean price 4.1; 2 sessions in app 'com.blackout.spades', 44 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.easyfun.solitaire', 219 ad_requests with mean bid_floor 0.8, 1 impressions of adomain 'mistersparky.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'playsimple.in' with mean price 0.5; 19 sessions in app 'com.fiogonia.gin', 258 ad_requests with mean bid_floor 23.5; 1 sessions in app 'com.kidultlovin.royalsolitaire', 10 ad_requests with mean bid_floor 16.6; 10 sessions in app 'com.king.candycrushsaga', 77 ad_requests with mean bid_floor 78.3; 5 sessions in app 'com.mobilityware.GinRummySolitaire', 108 ad_requests with mean bid_floor 28.9; 6 sessions in app 'com.mobilityware.freecell', 96 ad_requests with mean bid_floor 32.2, 1 impressions of adomain 'asus.com' with mean price 0.1, 8 impressions of adomain 'bk.com' with mean price 0.2, 1 impressions of adomain 'campbells.com' with mean price 0.3, 2 impressions of adomain 'dollargeneral.com' with mean price 0.2, 1 impressions of adomain 'generac.com' with mean price 2.3, 2 impressions of adomain 'infinitiofcincinnati.com' with mean price 0.2, 1 impressions of adomain 'instacart.com' with mean price 0.1, 4 impressions of adomain 'jigsawscapes.com' with mean price 0.5, 5 impressions of adomain 'justplayapps.com' with mean price 0.8, 7 impressions of adomain 'learnings.ai' with mean price 0.8, 1 impressions of adomain 'metamucil.com' with mean price 0.6, 1 impressions of adomain 'mobilityware.com/spider' with mean price 129.0, 1 clicks of adomain 'mobilityware.com/spider', 2 impressions of adomain 'pandora.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 1.8, 6 impressions of adomain 'priceline.com' with mean price 0.1, 29 impressions of adomain 'sciotoreserveweddings.com' with mean price 1.5, 4 impressions of adomain 'scopely.com' with mean price 0.9, 4 impressions of adomain 'spinxgames.com' with mean price 0.6, 13 impressions of adomain 'verizonwireless.com' with mean price 0.1, 1 impressions of adomain 'weather.com' with mean price 0.2, 3 impressions of adomain 'youyungames.com' with mean price 0.6; 1 sessions in app 'com.openmygame.magicwordsearch', 8 ad_requests with mean bid_floor 31.4; 56 sessions in app 'com.picadilla.beepbeepvroom', 736 ad_requests with mean bid_floor 191.9; 14 sessions in app 'com.playvalve.solitaire.spider', 332 ad_requests with mean bid_floor 61.7, 7 impressions of adomain 'amazon.com' with mean price 0.5, 6 impressions of adomain 'hondros.edu' with mean price 0.9, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.playvalve.yatzy', 33 ad_requests with mean bid_floor 59.0; 1 sessions in app 'com.solitaire.cards.deluxe', 14 ad_requests with mean bid_floor 11.2; 1 sessions in app 'com.solitaire.relax.classic.card.game', 5 ad_requests with mean bid_floor 25.5; 2 sessions in app 'com.solitairedelight.joy.game', 3 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 2.5; 6 sessions in app 'com.vitastudio.solitaire', 72 ad_requests with mean bid_floor 33.1, 8 impressions of adomain 'walmart.com' with mean price 2.3; 1 sessions in app 'com.wood.nuts.bolts.woodpuzzle.woodnuts', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 11 ad_requests with mean bid_floor 22.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 7:46:44;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 0.23013488456025;partition is 1564
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '14dd77a0-5b8c-43be-9ccd-fe3d558d897e';uuid is 'cb9434ea-eef5-4d3a-8a57-3bf65ccad48e';bid_timestamp is '2025-02-06 2:07:03';device_id is '14dd77a0-5b8c-43be-9ccd-fe3d558d897e';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 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 151.236117618139;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is 141.197003;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 3.63;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-06 02:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[14 sessions in app 'com.blackout.spades', 415 ad_requests with mean bid_floor 13.4, 6 impressions of adomain 'amazon.com' with mean price 0.8, 3 impressions of adomain 'fm.bank' with mean price 0.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 151.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.8, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.9, 7 impressions of adomain 'offerhives.com' with mean price 0.9, 2 impressions of adomain 'ozempic.com' with mean price 1.5; 2 sessions in app 'com.newpubco.spades', 160 ad_requests with mean bid_floor 28.4, 1 impressions of adomain 'chrysler.com' with mean price 1.3, 1 impressions of adomain 'la-z-boy.com' with mean price 0.6, 1 impressions of adomain 'scorewarrior.com' with mean price 76.6, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 2 sessions in app 'com.sports.real.golf.rival.online', 34 ad_requests with mean bid_floor 291.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45697.8348611111;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 2:10:04;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 0.693892781108255;partition is 601
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '6a553586-5bb5-49e1-b227-11e525a4bee5';uuid is 'b628b69d-e586-4d55-8638-b41e82858179';bid_timestamp is '2024-12-30 21:40:25';device_id is '6a553586-5bb5-49e1-b227-11e525a4bee5';biddate is '2024-12-30';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 21.4064552507286;target_cpi is 2.59094420763471;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 4.887 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 4.887;prior_tag_impressions_count is 9 ;time_since_impression is 108925 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.01;prior_theme_impressions_count is 9;prior_tag_clicks_count is 2 ;time_since_click is 1225275;hour is '2024-12-30 21:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[69 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2339 ad_requests with mean bid_floor 12.9, 2 impressions of adomain 'oakevergames.com' with mean price 6.7, 5 impressions of adomain 'peppermint-lips.com' with mean price 8.3, 7 impressions of adomain 'pinterest.com' with mean price 12.8; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.8; 96 sessions in app 'com.zynga.words3', 2567 ad_requests with mean bid_floor 19.1, 1 impressions of adomain 'Newbalance.com' with mean price 0.1, 1 impressions of adomain 'allianztravelinsurance.com' with mean price 0.1, 1 impressions of adomain 'app.boostr.com' with mean price 0.3, 1 impressions of adomain 'apple.com' with mean price 0.0, 3 impressions of adomain 'audible.com' with mean price 0.1, 3 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'dailyhighclub.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dollartree.com' with mean price 0.0, 1 impressions of adomain 'enerjoy.life' with mean price 0.0, 2 impressions of adomain 'healthy.kaiserpermanente.org' with mean price 0.0, 1 impressions of adomain 'ipny.com' with mean price 0.2, 1 impressions of adomain 'iris-worldwide.com' with mean price 0.2, 1 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'order.whitecastle.com' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'sharecare.com' with mean price 0.5, 1 impressions of adomain 'starbucks.com' with mean price 6.5, 3 impressions of adomain 'sublocade.com' with mean price 0.6, 1 impressions of adomain 'theautopian.com' with mean price 0.1, 1 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'tremfya.com' with mean price 1.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 2 impressions of adomain 'weather.com' with mean price 0.0, 2 impressions of adomain 'wendys.com' with mean price 0.0, 1 impressions of adomain 'wsj.com' with mean price 0.0, 1 impressions of adomain 'youtube.com' with mean price 0.1; 3 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 8.9; 1 sessions in app 'weather.forecast.channel.live', 3 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-30 21:52:37;time_since_impression_in_hours is 30;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 340;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.39929092178769;partition is 1478
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '5ba0fdd3-862d-49f9-b5bb-3a8b229a0682';uuid is '2e0f22a3-7e8f-4627-b65f-bdb346ced288';bid_timestamp is '2025-01-10 23:47:41';device_id is '5ba0fdd3-862d-49f9-b5bb-3a8b229a0682';biddate is '2025-01-10';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 105.965843225078;target_cpi is 1.73728810240836;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 21.172 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.416667;placement_historical_value is ;third_party_bid_price is 21.172;prior_tag_impressions_count is 4 ;time_since_impression is 187159 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.37;prior_theme_impressions_count is 4;prior_tag_clicks_count is 4 ;time_since_click is 187134;hour is '2025-01-10 23:00:00+00:00';day_of_week is '4';os_version is 11;user_behavior is :[1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 6.4; 37 sessions in app 'com.metropcs.metrozone', 86 ad_requests with mean bid_floor 124.7; 3 sessions in app 'com.newpubco.spades', 116 ad_requests with mean bid_floor 11.5, 1 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'castrol.com' with mean price 1.4, 1 impressions of adomain 'celestialseasonings.com' with mean price 1.3, 1 impressions of adomain 'dave.com' with mean price 0.5, 1 clicks of adomain 'empower.me', 1 impressions of adomain 'empower.me' with mean price 20.8, 1 impressions of adomain 'jackinthebox.com' with mean price 0.7, 1 impressions of adomain 'openfarmpet.com' with mean price 0.6, 1 impressions of adomain 'playtika.com' with mean price 1.0, 1 impressions of adomain 'pmi.com' with mean price 0.7, 1 impressions of adomain 'sacphilopera.org' with mean price 3.7, 1 impressions of adomain 'seedsnsuch.com' with mean price 0.6, 1 impressions of adomain 'spinxgames.com' with mean price 0.5, 2 impressions of adomain 'temu.com' with mean price 21.0, 10 impressions of adomain 'xifaxan.com' with mean price 2.2; 24 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1564 ad_requests with mean bid_floor 8.5, 1 impressions of adomain 'balfaxar.com' with mean price 10.2, 1 clicks of adomain 'casinohaus.com', 1 impressions of adomain 'casinohaus.com' with mean price 11.0, 4 clicks of adomain 'chime.com', 4 impressions of adomain 'chime.com' with mean price 20.8, 2 clicks of adomain 'fortunesoo.com', 2 impressions of adomain 'fortunesoo.com' with mean price 31.0, 2 clicks of adomain 'healthprimal.com', 3 impressions of adomain 'healthprimal.com' with mean price 15.0, 1 clicks of adomain 'kismia.com', 2 impressions of adomain 'kismia.com' with mean price 14.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 106.0, 1 clicks of adomain 'underdogfantasy.com', 2 impressions of adomain 'underdogfantasy.com' with mean price 31.4; 2 sessions in app 'com.tripledot.woodoku', 13 ad_requests with mean bid_floor 3.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45669.7098611111;ag_retention_d1_timestamp is 2025-01-10 23:55:35;0_timestamp is 2025-01-10 23:55:35;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 52;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.356054105929064;partition is 1626
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '6bd2295e-0810-4353-af10-8a1b17685c68';uuid is '2bf22017-eba1-4ee7-9b44-7b7c20e4ceda';bid_timestamp is '2025-01-06 3:11:56';device_id is '6bd2295e-0810-4353-af10-8a1b17685c68';biddate is '2025-01-06';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 18.3953851015546;target_cpi is 1.5879682440761;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 61.833333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 162483 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.69;prior_theme_impressions_count is 10;prior_tag_clicks_count is 6 ;time_since_click is 162626;hour is '2025-01-06 03:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[1 sessions in app 'com.mobilityware.solitaire', 63 ad_requests with mean bid_floor 8.3, 2 impressions of adomain 'dollargeneral.com' with mean price 0.7, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 4.6; 16 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1810 ad_requests with mean bid_floor 14.0, 2 impressions of adomain 'king.com' with mean price 7.9, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 10.1, 7 clicks of adomain 'newpub.co/spades', 7 impressions of adomain 'newpub.co/spades' with mean price 9.6, 3 clicks of adomain 'productmadness.com', 5 impressions of adomain 'productmadness.com' with mean price 7.3, 3 impressions of adomain 'shein.com' with mean price 12.1, 2 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 6.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 45;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 45;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.00419690418444707;partition is 1626
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'f3d03fc5-81d9-4eeb-bde8-a463619594ba';uuid is '2b396539-ffff-4ce8-94a2-9991648cb653';bid_timestamp is '2025-01-21 18:29:00';device_id is 'f3d03fc5-81d9-4eeb-bde8-a463619594ba';biddate is '2025-01-21';country is 'USA';app is 'com.blackout.gin';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 46.0206796646556;target_cpi is 2.5;campaign is 57880;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 ;placement_historical_value is 46.72703;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 7934304 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.95;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is 7934299;hour is '2025-01-21 18:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[17 sessions in app 'com.blackout.gin', 1249 ad_requests with mean bid_floor 0.6, 2 impressions of adomain 'amazon.com' with mean price 0.6, 3 impressions of adomain 'disneyplus.com' with mean price 0.6, 2 impressions of adomain 'florastor.com' with mean price 0.5, 1 impressions of adomain 'frostbank.com' with mean price 0.5, 1 impressions of adomain 'houstonmethodist.org' with mean price 1.0, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.4, 1 impressions of adomain 'justdice.io' with mean price 1.1, 1 impressions of adomain 'kay.com' with mean price 0.8, 1 impressions of adomain 'learnings.ai' with mean price 0.2, 2 impressions of adomain 'learnings.com.cn' with mean price 0.3, 5 impressions of adomain 'milanlaser.com' with mean price 0.5, 4 impressions of adomain 'mobilityware.com' with mean price 0.6, 1 impressions of adomain 'murdochs.com' with mean price 0.7, 1 impressions of adomain 'neutrogena.com' with mean price 0.5, 1 impressions of adomain 'newpub.co/spades' with mean price 46.0, 1 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'playsimple.in' with mean price 0.3, 1 impressions of adomain 'productmadness.com' with mean price 0.4, 4 impressions of adomain 'southwest.com' with mean price 0.6, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.3, 1 impressions of adomain 'urbanofficetx.com' with mean price 1.9; 2 sessions in app 'com.ea.gp.bej3', 5 ad_requests with mean bid_floor 57.4; 14 sessions in app 'com.fiogonia.spades', 572 ad_requests with mean bid_floor 20.2; 2 sessions in app 'com.healthapplines.healthsense.bloodsugarhub', 6 ad_requests with mean bid_floor 161.5; 16 sessions in app 'com.hsv.privatebrowser', 110 ad_requests with mean bid_floor 29.3; 7 sessions in app 'com.king.candycrush4', 40 ad_requests with mean bid_floor 4.9; 7 sessions in app 'com.king.candycrushsodasaga', 23 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.newpubco.spades', 25 ad_requests with mean bid_floor 17.3, 1 clicks of adomain 'pluto.tv', 1 impressions of adomain 'pluto.tv' with mean price 8.1; 1 sessions in app 'com.peoplefun.wordcross', 26 ad_requests with mean bid_floor 24.6; 3 sessions in app 'com.peoplefun.wordsearch', 47 ad_requests with mean bid_floor 5.0, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.6, 1 impressions of adomain 'southwest.com' with mean price 0.6; 1 sessions in app 'com.platinumplayer.word.addict', 35 ad_requests with mean bid_floor 26.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 212.7; 16 sessions in app 'com.superbox.aos.jewelsjungle', 189 ad_requests with mean bid_floor 1.8, 4 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.3; 1 sessions in app 'com.wordgame.words.connect', 3 ad_requests with mean bid_floor 9.1; 1 sessions in app 'download.videobrowser.videobrowser', 7 ad_requests with mean bid_floor 3.0; 17 sessions in app 'easy.launcher', 17 ad_requests with mean bid_floor 0.0; 1 sessions in app 'word.puzzles.wordsearch.search.game.wordcross', 10 ad_requests with mean bid_floor 2.0];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 2025-01-21 18:34:14;time_since_impression_in_hours is 2203;channel is 'USA/I/bidmachine/com.blackout.gin/False/247';time_since_click_in_hours is 2204;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.402316195358777;partition is 3603
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '64a21b52-a85d-4df0-9a84-ef4f5077fe2a';uuid is '9fd83312-713a-49ad-bbbb-04d1aff4ea28';bid_timestamp is '2025-02-07 3:16:34';device_id is '64a21b52-a85d-4df0-9a84-ef4f5077fe2a';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 18.7378400251017;target_cpi is 1.01725554466247;campaign is 58208;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 42.4;placement_historical_value is 15.915858;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 781741 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.7;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 781732;hour is '2025-02-07 03:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[13 sessions in app 'com.blackout.spades', 802 ad_requests with mean bid_floor 25.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 26.8, 1 impressions of adomain 'tiktok.com' with mean price 1.4; 29 sessions in app 'com.enflick.android.TextNow', 41 ad_requests with mean bid_floor 44.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45696.7345833333;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 3:24:43;time_since_impression_in_hours is 217;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 217;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.44053325408702;partition is 1718
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '66877960-7061-4e91-a28e-9febd1f227ec';uuid is '681877e8-80ee-4777-ae4e-52dc0d975519';bid_timestamp is '2024-12-22 4:12:01';device_id is '66877960-7061-4e91-a28e-9febd1f227ec';biddate is '2024-12-22';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'ironsource';raw_price is 56.0248032212257;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'vi';bid_floor is 2.14953199999999 ;min_floor is 2.14953199999999 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 5518001 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.98;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is 5517992;hour is '2024-12-22 04:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[14 sessions in app 'bible.pray.daily.women.offline.kjv', 18 ad_requests with mean bid_floor 129.6; 44 sessions in app 'com.enflick.android.TextNow', 67 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.0; 2 sessions in app 'com.tripledot.woodoku', 5 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 2024-12-22 4:15:55;time_since_impression_in_hours is 1532;channel is 'USA/V/ironsource/com.blackout.spades/False/137';time_since_click_in_hours is 1533;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0895975478756815;partition is 1472
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '06d0c73e-5a3b-48b8-944a-7586d4f62ba6';uuid is 'a94f7062-4ca8-4fcd-be82-66b7ef6a0f5e';bid_timestamp is '2025-02-06 1:47:04';device_id is '06d0c73e-5a3b-48b8-944a-7586d4f62ba6';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 14.9999999999999;target_cpi is 3.71999999999999;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 've';bid_floor is 5.0244 ;min_floor is 5.0244 ;bidmachine_placement_value is 32.615385;placement_historical_value is 13.812615;third_party_bid_price is ;prior_tag_impressions_count is 209 ;time_since_impression is 32774255 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 209;prior_tag_clicks_count is 23 ;time_since_click is 37310901;hour is '2025-02-06 01:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[23 sessions in app 'archery.clash.tournament', 737 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.Lightneer.BazookaBoy', 18 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.andgamej.logicaldrawing', 126 ad_requests with mean bid_floor 16.9; 1 sessions in app 'com.bbumgames.opa', 6 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 8.7; 1 sessions in app 'com.boombitgames.ArcheryClubTournament', 18 ad_requests with mean bid_floor 114.3; 7 sessions in app 'com.bricks.legend', 169 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.fiogonia.yatzy', 2 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.foursgames.camouflagesniper', 9 ad_requests with mean bid_floor 6.8; 1 sessions in app 'com.kayac.balance_duel', 33 ad_requests with mean bid_floor 8.7, 6 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'cdw.com' with mean price 0.8; 533 sessions in app 'com.metropcs.metrozone', 4028 ad_requests with mean bid_floor 85.0; 4 sessions in app 'com.mixigreestudio.horse.stunts.horse.jumping.horse.games', 46 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newleaf.app.android.victor', 15 ad_requests with mean bid_floor 139.3; 1 sessions in app 'com.newpubco.spades', 196 ad_requests with mean bid_floor 22.1, 6 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'mychinet.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 1.0; 1 sessions in app 'com.oskankayirci.skeeball', 13 ad_requests with mean bid_floor 13.1; 4 sessions in app 'com.phantom.paperboy', 56 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.playvalve.dominoes', 509 ad_requests with mean bid_floor 102.9; 88 sessions in app 'com.playvalve.spades', 23834 ad_requests with mean bid_floor 66.3, 43 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'ariat.com' with mean price 0.5, 1 impressions of adomain 'bp.com' with mean price 0.5, 2 impressions of adomain 'carhartt.com' with mean price 0.4, 6 impressions of adomain 'churchdwight.com' with mean price 0.4, 18 impressions of adomain 'coca-cola.com' with mean price 0.5, 1 impressions of adomain 'daytonabeach.com' with mean price 0.3, 3 impressions of adomain 'discovery.com' with mean price 0.6, 1 impressions of adomain 'dove.com' with mean price 0.4, 1 impressions of adomain 'dteenergy.com' with mean price 0.5, 1 impressions of adomain 'duromaxpower.com' with mean price 0.4, 2 impressions of adomain 'electrolux.com' with mean price 0.4, 1 impressions of adomain 'ezmelts.com' with mean price 0.5, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 12 impressions of adomain 'galderma.com' with mean price 0.5, 11 impressions of adomain 'google.com' with mean price 0.5, 2 impressions of adomain 'greatstarttoquality.org' with mean price 0.5, 1 impressions of adomain 'hain.com' with mean price 0.4, 31 impressions of adomain 'instagram.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 2 impressions of adomain 'lifeextension.com' with mean price 0.7, 2 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'mc3michigan.org' with mean price 0.6, 1 impressions of adomain 'metagenics.com' with mean price 0.4, 3 impressions of adomain 'milanlaser.com' with mean price 0.4, 1 impressions of adomain 'newpub.co/spades' with mean price 15.0, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'paulmitchell.com' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 3.6, 4 impressions of adomain 'timberland.com' with mean price 0.8, 1 impressions of adomain 'toyota.com' with mean price 0.7, 22 impressions of adomain 'voodoo.io' with mean price 2.8, 1 impressions of adomain 'vytalogy.com' with mean price 0.4, 4 impressions of adomain 'waynecounty.com' with mean price 1.2, 1 impressions of adomain 'wbd.com' with mean price 0.8; 3 sessions in app 'com.sniper.destiny.shooting', 98 ad_requests with mean bid_floor 23.7; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 10.3; 1 sessions in app 'com.ty.aim', 7 ad_requests with mean bid_floor 4.5; 4 sessions in app 'com.vincentb.MobControl', 115 ad_requests with mean bid_floor 5.5, 19 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'amcplus.com' with mean price 0.3, 1 impressions of adomain 'bestbuy.com' with mean price 0.4, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'dapplebaby.com' with mean price 0.8, 1 impressions of adomain 'discovery.com' with mean price 1.6, 2 impressions of adomain 'huggies.com' with mean price 0.6, 1 impressions of adomain 'intuit.com' with mean price 0.7, 1 impressions of adomain 'ivory.com' with mean price 0.3, 4 impressions of adomain 'jetblue.com' with mean price 0.5, 2 impressions of adomain 'mazdausa.com' with mean price 1.8, 1 impressions of adomain 'metagenics.com' with mean price 0.4, 1 impressions of adomain 'no7beauty.com' with mean price 1.1, 1 impressions of adomain 'nowfoods.com' with mean price 0.3, 1 impressions of adomain 'olay.com' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'trybetterbrand.com' with mean price 0.3, 1 impressions of adomain 'waterwipes.com' with mean price 0.3, 1 impressions of adomain 'wbd.com' with mean price 1.1; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 26.5; 4 sessions in app 'in.playsimple.wordtrip', 24 ad_requests with mean bid_floor 134.3; 1 sessions in app 'io.supercent.downhill', 13 ad_requests with mean bid_floor 13.2; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.3];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 2025-02-06 1:51:55;time_since_impression_in_hours is 9103;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 10364;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.493923333565414;partition is 2080
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '6922d827-04e3-47b8-902f-1efa19a20cbc';uuid is '9e8d2445-f6f1-4620-a453-bf494d931b40';bid_timestamp is '2025-02-06 13:11:31';device_id is '6922d827-04e3-47b8-902f-1efa19a20cbc';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 10.4772237325128;target_cpi is 4;campaign is 58266;creative_id is 229286;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'ie';bid_floor is 5.035 ;min_floor is 5.035 ;bidmachine_placement_value is 20.384615;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 2051852 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.84;prior_theme_impressions_count is 4;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-06 13:00:00+00:00';day_of_week is '3';os_version is 10;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 25 ad_requests with mean bid_floor 1.2; 2 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 15.3; 1 sessions in app 'com.mobilityware.Spades', 921 ad_requests with mean bid_floor 12.3, 1 clicks of adomain 'productmadness.com', 2 impressions of adomain 'productmadness.com' with mean price 2.0, 1 impressions of adomain 'tech.pokergaga.net' with mean price 1.5; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 16.8; 96 sessions in app 'com.playvalve.spades', 86138 ad_requests with mean bid_floor 65.2, 17 impressions of adomain 'amazon.com' with mean price 0.5, 3 impressions of adomain 'bose.com' with mean price 0.8, 2 impressions of adomain 'colgate.com' with mean price 0.4, 1 impressions of adomain 'duvalschools.org' with mean price 0.4, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'iqfiber.com' with mean price 0.4, 1 impressions of adomain 'kohler.com' with mean price 0.4, 1 impressions of adomain 'navymutual.org' with mean price 0.8, 1 impressions of adomain 'newpub.co' with mean price 10.5, 1 clicks of adomain 'newpub.co', 4 impressions of adomain 'newworldsreading.com' with mean price 2.0, 2 impressions of adomain 'numerator.com' with mean price 0.2, 5 impressions of adomain 'philips.com' with mean price 0.5, 1 impressions of adomain 'platoscloset.com' with mean price 1.1, 1 impressions of adomain 'proof-advertising.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'savewithautopay.com' with mean price 0.4, 2 impressions of adomain 'whoop.com' with mean price 0.4, 1 impressions of adomain 'zotosprofessional.com' with mean price 0.4; 32 sessions in app 'com.sgn.pandapop.gp', 1945 ad_requests with mean bid_floor 116.2; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 2 ad_requests with mean bid_floor 2.6; 9 sessions in app 'com.tripledot.solitaire', 23 ad_requests with mean bid_floor 4.9; 5 sessions in app 'com.tripledot.woodoku', 20 ad_requests with mean bid_floor 8.5; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 8.3; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.3; 11 sessions in app 'in.playsimple.wordtrip', 87 ad_requests with mean bid_floor 107.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 569;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.756056853385093;partition is 2080
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '84595e2c-32cb-40cf-894e-9b2ef6d85160';uuid is '7fa4d2ce-f8c9-4ec3-8ee4-8694a47df753';bid_timestamp is '2025-01-12 20:40:55';device_id is '84595e2c-32cb-40cf-894e-9b2ef6d85160';biddate is '2025-01-12';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 119.935147091746;target_cpi is 6;campaign is 57829;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 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 31.477357;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.65;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-12 20:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'com.avatarlife.myworld.avatarmaker.avatarstoryvirtual', 38 ad_requests with mean bid_floor 67.9; 1 sessions in app 'com.bravestars.hair.salon.beauty', 4 ad_requests with mean bid_floor 1.3; 445 sessions in app 'com.metropcs.metrozone', 1264 ad_requests with mean bid_floor 101.2; 1 sessions in app 'com.outfit7.mytalkinghank', 4 ad_requests with mean bid_floor 14.8; 1 sessions in app 'com.outfit7.mytalkingtomfriends', 2 ad_requests with mean bid_floor 44.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-12 20:45:00;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.00452577740722293;partition is 981
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '51501262-7068-4b7c-8cf5-7c3191e46aaa';uuid is 'daf6e093-eba2-421d-8c4f-ebb6bfa1a3bb';bid_timestamp is '2025-01-21 3:08:21';device_id is '51501262-7068-4b7c-8cf5-7c3191e46aaa';biddate is '2025-01-21';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 192.013165899434;target_cpi is 1.83039581017251;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 26.5;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 1.55;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-21 03:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[1 sessions in app 'com.fugo.wow', 12 ad_requests with mean bid_floor 13.2, 1 impressions of adomain 'astrazeneca.com' with mean price 1.4, 1 impressions of adomain 'bushbeans.com' with mean price 0.7, 1 impressions of adomain 'havertys.com' with mean price 0.7, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.7, 2 impressions of adomain 'walmart.com' with mean price 1.0; 9 sessions in app 'com.newpubco.spades', 425 ad_requests with mean bid_floor 17.3, 1 impressions of adomain 'alignprobiotics.com' with mean price 2.4, 8 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'ancientnutrition.com' with mean price 0.3, 1 impressions of adomain 'anytimefitness.com' with mean price 0.8, 2 impressions of adomain 'arkansasbluecross.com' with mean price 0.2, 1 impressions of adomain 'audible.com' with mean price 0.2, 2 impressions of adomain 'bcpowder.com' with mean price 1.3, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.7, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 2 impressions of adomain 'colgate.com' with mean price 0.3, 1 impressions of adomain 'drinkolipop.com' with mean price 0.6, 1 impressions of adomain 'earthbreeze.com' with mean price 0.6, 3 impressions of adomain 'ensure.com' with mean price 0.4, 6 impressions of adomain 'fetchrewards.com' with mean price 0.7, 7 impressions of adomain 'gn-us.com' with mean price 0.7, 3 impressions of adomain 'goodnes.com' with mean price 0.9, 1 impressions of adomain 'google.com' with mean price 0.7, 1 impressions of adomain 'hcss.com' with mean price 0.8, 1 impressions of adomain 'ibotta.com' with mean price 0.3, 2 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'jcpenney.com' with mean price 1.2, 2 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'kitchenaid.com' with mean price 0.3, 2 impressions of adomain 'klover.app' with mean price 38.0, 1 clicks of adomain 'klover.app', 1 impressions of adomain 'luzianne.com' with mean price 0.4, 1 impressions of adomain 'milanlaser.com' with mean price 0.7, 1 impressions of adomain 'myarkansaslottery.com' with mean price 0.3, 1 impressions of adomain 'naturemade.com' with mean price 0.5, 1 impressions of adomain 'newchapter.com' with mean price 0.3, 2 impressions of adomain 'niveausa.com' with mean price 0.5, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.3, 1 impressions of adomain 'olay.com' with mean price 0.5, 11 impressions of adomain 'paxlovid.com' with mean price 1.1, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.7, 1 impressions of adomain 'poise.com' with mean price 0.4, 8 impressions of adomain 'premierprotein.com' with mean price 0.6, 2 impressions of adomain 'renewalbyandersen.com' with mean price 0.3, 2 impressions of adomain 'scooterscoffee.com' with mean price 0.2, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sexyhair.com' with mean price 0.7, 1 impressions of adomain 'shop.luvmehair.com' with mean price 0.3, 1 impressions of adomain 'southland.betly.com' with mean price 0.1, 1 impressions of adomain 'stmntgrooming.us' with mean price 1.8, 1 impressions of adomain 'subaru.com' with mean price 0.3; 50 sessions in app 'com.nighp.babytracker_android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain '3m.com' with mean price 0.9, 1 impressions of adomain 'adobe.com' with mean price 1.0, 2 impressions of adomain 'alfasatisfaction.com' with mean price 0.5, 4 impressions of adomain 'amazon.com' with mean price 1.0, 5 impressions of adomain 'audible.com' with mean price 0.3, 2 impressions of adomain 'benjaminone.com' with mean price 0.9, 1 impressions of adomain 'betsaracen.com' with mean price 1.0, 12 impressions of adomain 'doordash.com' with mean price 1.0, 2 impressions of adomain 'dramabox.com' with mean price 0.3, 1 impressions of adomain 'ensure.com' with mean price 1.0, 1 impressions of adomain 'fetchrewards.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 1.2, 2 impressions of adomain 'holidayseniorliving.com' with mean price 0.4, 1 impressions of adomain 'kovocredit.com' with mean price 0.5, 2 impressions of adomain 'listerine.com' with mean price 1.6, 1 impressions of adomain 'michaelkors.com' with mean price 0.1, 4 impressions of adomain 'mistplay.com' with mean price 0.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.7, 2 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.8, 1 impressions of adomain 'realtysouth.com' with mean price 0.0, 1 impressions of adomain 'scopely.com' with mean price 0.4, 13 impressions of adomain 'self.inc' with mean price 0.5, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.0, 4 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 1.3, 1 impressions of adomain 'uc.edu' with mean price 0.0; 2 sessions in app 'com.os.space.force.galaxy.alien', 29 ad_requests with mean bid_floor 138.8; 51 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1225 ad_requests with mean bid_floor 14.1, 1 impressions of adomain 'com.quiz.talent.machine' with mean price 40.2, 2 impressions of adomain 'klover.app' with mean price 28.3, 3 clicks of adomain 'kovocredit.com', 7 impressions of adomain 'kovocredit.com' with mean price 33.1, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 192.0, 2 impressions of adomain 'self.inc' with mean price 1.0; 1 sessions in app 'com.tripledot.woodoku', 25 ad_requests with mean bid_floor 4.2; 2 sessions in app 'kjv.bible.kingjamesbible', 48 ad_requests with mean bid_floor 33.7];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-25 0:49:22;dc_15roundended_before_d8_timestamp is 45679.8119097222;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-21 3:11:03;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.981502930417155;partition is 3531
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'd84c7208-9093-4131-b7a7-d644db4dc9d6';uuid is '6b6f7847-e08e-4f1e-83e4-3adcedd66056';bid_timestamp is '2025-01-13 4:42:58';device_id is 'd84c7208-9093-4131-b7a7-d644db4dc9d6';biddate is '2025-01-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 69.4471161520844;target_cpi is 1.32292068294075;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 50.88;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.86;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-13 04:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[2 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 36 ad_requests with mean bid_floor 13.1, 1 impressions of adomain 'nationalfuel.com' with mean price 0.7; 1 sessions in app 'com.arbi.impossible.gt.formula.car.stunt.game', 6 ad_requests with mean bid_floor 5.2; 15 sessions in app 'com.blackout.spades', 638 ad_requests with mean bid_floor 29.3, 7 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 69.4, 1 impressions of adomain 'samhsa.gov' with mean price 0.8; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.newpubco.spades', 34 ad_requests with mean bid_floor 20.0, 1 impressions of adomain 'productmadness.com' with mean price 0.5; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.playdemic.golf.android', 2 ad_requests with mean bid_floor 25.5; 200 sessions in app 'com.playvalve.yatzy', 40618 ad_requests with mean bid_floor 97.1, 1 impressions of adomain '7-eleven.com' with mean price 0.3, 1 impressions of adomain 'allegra.com' with mean price 0.4, 83 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'applebees.com' with mean price 0.3, 3 impressions of adomain 'bestbuy.com' with mean price 0.8, 2 impressions of adomain 'bltreecarellc.com' with mean price 0.2, 2 clicks of adomain 'buyatoyota.com', 2 impressions of adomain 'buyatoyota.com' with mean price 25.1, 1 impressions of adomain 'cascadeclean.com' with mean price 0.8, 1 clicks of adomain 'centurygame.com', 8 impressions of adomain 'centurygame.com' with mean price 17.8, 1 impressions of adomain 'cerave.com' with mean price 0.4, 8 impressions of adomain 'coca-cola.com' with mean price 0.2, 35 clicks of adomain 'creditkarma.com', 235 impressions of adomain 'creditkarma.com' with mean price 20.8, 1 impressions of adomain 'curaleaf.com' with mean price 0.9, 2 impressions of adomain 'depend.com' with mean price 0.2, 4 impressions of adomain 'dickssportinggoods.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.5, 4 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'experian.com' with mean price 0.2, 1 impressions of adomain 'fellucagaragedoors.com' with mean price 0.8, 1 impressions of adomain 'flashrewards.co' with mean price 9.5, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'gateway-longview.org' with mean price 0.3, 5 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'harrys.com' with mean price 0.5, 1 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'hsbc.com' with mean price 0.5, 1 impressions of adomain 'ibewlocal41.com' with mean price 0.2, 1 impressions of adomain 'jaysconstructionwny.com' with mean price 0.1, 2 impressions of adomain 'jeld-wen.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kohls.com' with mean price 0.5, 1 impressions of adomain 'madrigalpharma.com' with mean price 1.0, 1 impressions of adomain 'matson.com' with mean price 0.3, 1 impressions of adomain 'michaeljfox.org' with mean price 0.7, 1 impressions of adomain 'milanlaser.com' with mean price 0.4, 2 impressions of adomain 'mistplay.com' with mean price 12.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 4 impressions of adomain 'nationalfuel.com' with mean price 0.5, 1 impressions of adomain 'newyorklife.com' with mean price 0.3, 1 impressions of adomain 'niveausa.com' with mean price 0.3, 4 impressions of adomain 'nutrafol.com' with mean price 0.3, 8 impressions of adomain 'ozempic.com' with mean price 1.7, 1 impressions of adomain 'paulbbeckerattorney.com' with mean price 0.1, 4 impressions of adomain 'pinterest.com' with mean price 30.4, 1 impressions of adomain 'playtika.com' with mean price 17.3, 1 clicks of adomain 'productmadness.com', 5 impressions of adomain 'productmadness.com' with mean price 8.9, 2 impressions of adomain 'rochester.edu' with mean price 1.6, 1 impressions of adomain 'rogersandhollands.com' with mean price 0.8, 1 impressions of adomain 'rothssolution.com' with mean price 0.1, 2 impressions of adomain 'salesforce.com' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 0.9, 3 impressions of adomain 'sanofi.com' with mean price 0.2, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.4, 2 impressions of adomain 'sourpatchkids.com' with mean price 0.3, 2 impressions of adomain 'southwest.com' with mean price 0.4, 1 impressions of adomain 'temptationstreats.com' with mean price 0.4, 2 impressions of adomain 'tempursealy.com' with mean price 0.4, 1 impressions of adomain 'thebettervue.com' with mean price 0.1, 2 impressions of adomain 'worldvision.org' with mean price 0.2, 1 impressions of adomain 'zyrtec.com' with mean price 0.4; 1 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 5 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 3.7; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 13.6; 2 sessions in app 'in.playsimple.wordtrip', 19 ad_requests with mean bid_floor 30.7; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 5.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 4:45:19;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 0.00267354130208696;partition is 3531
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'd47d86db-e8a8-4399-8ba4-18c633ac9d63';uuid is '8551c0eb-179b-45ff-bfb0-0110083c44b7';bid_timestamp is '2025-01-03 12:54:16';device_id is 'd47d86db-e8a8-4399-8ba4-18c633ac9d63';biddate is '2025-01-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 44.9599112882168;target_cpi is 1.48946112184347;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is 60.632;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.59;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-03 12:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[1 sessions in app 'com.blackout.spades', 42 ad_requests with mean bid_floor 47.5; 6 sessions in app 'com.diamondlife.slots.vegas.free', 8 ad_requests with mean bid_floor 1.1; 5 sessions in app 'com.enflick.android.tn2ndLine', 30 ad_requests with mean bid_floor 42.9; 50 sessions in app 'com.funtomic.matchmasters', 248 ad_requests with mean bid_floor 94.5; 5 sessions in app 'com.generagames.resistance', 44 ad_requests with mean bid_floor 64.5; 1 sessions in app 'com.justplay.app', 7 ad_requests with mean bid_floor 1.1; 9 sessions in app 'com.king.candycrushsaga', 36 ad_requests with mean bid_floor 4.9; 76 sessions in app 'com.music.youngradiopro', 883 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.tripledot.blockbash', 12 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.tripledot.woodoku', 18 ad_requests with mean bid_floor 8.8; 2 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 4.9; 2 sessions in app 'top.piscess.pisces', 8 ad_requests with mean bid_floor 29.7];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45664.722650463;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-05 22:18:02;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 0.910960250462316;partition is 3619
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'e1801ba6-fd18-4b02-af76-57fac491b82e';uuid is '78ffc8c8-e315-4e91-a380-d99310dde2df';bid_timestamp is '2024-12-29 17:21:24';device_id is 'e1801ba6-fd18-4b02-af76-57fac491b82e';biddate is '2024-12-29';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.72874158195863;target_cpi is 1.66092698002285;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 ;placement_historical_value is 9.190801;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 561045 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.9;prior_theme_impressions_count is 6;prior_tag_clicks_count is 4 ;time_since_click is 561037;hour is '2024-12-29 17:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'com.appadvisory.drawclimber', 11 ad_requests with mean bid_floor 1.5, 4 impressions of adomain 'walmart.com' with mean price 3.3; 2 sessions in app 'com.art.pixel.beauty.girl.games.paint.color.by.numbers', 11 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'acmeunited.com' with mean price 0.2, 1 impressions of adomain 'ads.netapop.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.1, 2 impressions of adomain 'torkusa.com' with mean price 0.1; 2 sessions in app 'com.art.pixel.pet.games.paint.color.by.numbers', 21 ad_requests with mean bid_floor 0.6, 4 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.color.by.numbers.dark.skull', 30 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.coloring.games.color.by.number', 3 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.coloring.pages.color.games.by.number', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.country.farm.happy.paint.coloring.game', 21 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'ads.netapop.com' with mean price 0.4, 4 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'wooga.com' with mean price 0.2; 1 sessions in app 'com.crazy.plane.landing', 25 ad_requests with mean bid_floor 192.7; 1 sessions in app 'com.dream.home.house.happy.paint.by.number.coloring.game', 6 ad_requests with mean bid_floor 0.7; 2 sessions in app 'com.fancygame.solitaire.fish.girl', 25 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.friendsgamesincubator.drawtheline', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.games.whodiesfirst', 3 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.hanna.bodyguard.expert', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.higame.par.country.ball.war', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.hyilmaz.spades', 15 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.kayac.breakragdoll', 3 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'primeplacestw.com' with mean price 1.2; 24 sessions in app 'com.make.audker.mipbui', 113 ad_requests with mean bid_floor 49.2; 414 sessions in app 'com.metropcs.metrozone', 2903 ad_requests with mean bid_floor 86.6; 8 sessions in app 'com.mintgames.adultcoloring', 99 ad_requests with mean bid_floor 2.8; 38 sessions in app 'com.murka.scatterholdem', 370 ad_requests with mean bid_floor 10.5; 5 sessions in app 'com.paint.by.numbers.coloring.pages.blend.coloring', 44 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.paradyme.solarsmash', 8 ad_requests with mean bid_floor 0.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.4; 9 sessions in app 'com.pixel.art.coloring.color.number.paint.princess', 72 ad_requests with mean bid_floor 2.7; 16 sessions in app 'com.playvalve.yatzy', 719 ad_requests with mean bid_floor 116.5, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.2, 1 impressions of adomain 'coldstonecreamery.com' with mean price 2.3, 1 impressions of adomain 'hormelfoods.com' with mean price 0.6, 3 impressions of adomain 'pupperoni.com' with mean price 0.5; 1 sessions in app 'com.scopely.yux', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 9 ad_requests with mean bid_floor 20.4; 1 sessions in app 'com.starplay.spider.fighter', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.studio27.MelonPlayground', 9 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.tripledot.spades', 29 ad_requests with mean bid_floor 22.9; 1 sessions in app 'it.rortos.realflight', 8 ad_requests with mean bid_floor 63.0; 1 sessions in app 'solitaire.classic.klondike.patience.card.game', 10 ad_requests with mean bid_floor 24.8; 20 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 454 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'ads.netapop.com' with mean price 1.7, 3 impressions of adomain 'pentlyconger.com' with mean price 1.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-29 17:26:44;time_since_impression_in_hours is 155;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 156;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.743236865670907;partition is 610
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '5020fdc5-725a-4880-93b0-fdec43f84b72';uuid is '6c441dff-cfff-4c80-814a-7760fe632f00';bid_timestamp is '2025-02-08 15:34:53';device_id is '5020fdc5-725a-4880-93b0-fdec43f84b72';biddate is '2025-02-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 16.5427902112223;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 8 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 15.885957;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.39;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-08 15:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[1 sessions in app 'com.assista.drinkwater', 23 ad_requests with mean bid_floor 9.8; 1 sessions in app 'com.blackout.spades', 22 ad_requests with mean bid_floor 24.9; 3 sessions in app 'com.cg.SweetCandy2', 116 ad_requests with mean bid_floor 28.2; 1 sessions in app 'com.crcompy.crazyrace', 13 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.day.day.good.nice', 74 ad_requests with mean bid_floor 51.3; 29 sessions in app 'com.logomaster.logomaker', 57 ad_requests with mean bid_floor 6.3; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 28 ad_requests with mean bid_floor 15.5; 3 sessions in app 'com.playvalve.solitaire', 43 ad_requests with mean bid_floor 110.1, 2 impressions of adomain 'walmart.com' with mean price 0.3; 3 sessions in app 'com.travel.city.onet', 30 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 2.1; 1 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 13.9; 32 sessions in app 'solitaire.patience.card.games.klondike.free', 453 ad_requests with mean bid_floor 16.1, 4 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'entravision.com' with mean price 0.2, 2 impressions of adomain 'go.com' with mean price 1.3, 2 impressions of adomain 'kingsford.com' with mean price 0.5, 1 impressions of adomain 'marriott.com' with mean price 0.3, 4 impressions of adomain 'paintbynumber.app' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.5, 1 impressions of adomain 'pmi.edu' with mean price 0.7, 1 impressions of adomain 'rexulti.com' with mean price 4.9, 1 clicks of adomain 'snapchat.com', 1 impressions of adomain 'snapchat.com' with mean price 69.8, 3 impressions of adomain 'texas.gov' with mean price 0.3, 1 impressions of adomain 'texascarsdirect.com' with mean price 0.3, 1 impressions of adomain 'wnmu.edu' with mean price 0.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-02-08 16:07:38;0_timestamp is 2025-02-08 16:07:38;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 0.0758885969116758;partition is 2542
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '1a85ac0b-f324-4a25-84f1-18a6c376ccd6';uuid is '6f929d3d-383d-437a-88cf-3ec3315a838e';bid_timestamp is '2025-02-02 8:34:51';device_id is '1a85ac0b-f324-4a25-84f1-18a6c376ccd6';biddate is '2025-02-02';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.22277532740902;target_cpi is 0.523946056362289;campaign is 58068;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 30.916667;placement_historical_value is 15.56027;third_party_bid_price is ;prior_tag_impressions_count is 24 ;time_since_impression is 22641622 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.16;prior_theme_impressions_count is 24;prior_tag_clicks_count is 1 ;time_since_click is 34169970;hour is '2025-02-02 08:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'armor.attack.shooting.games.world.of.multiplayer.robots.war.tanks', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.GnarlyGameStudio.FrontlineHeroes', 170 ad_requests with mean bid_floor 40.3, 4 impressions of adomain 'temu.com' with mean price 14.9; 1 sessions in app 'com.IronEqual.GunshipOperator3D', 24 ad_requests with mean bid_floor 11.8, 1 impressions of adomain 'temu.com' with mean price 12.8; 3 sessions in app 'com.Jbm360.ModernTowerDefense', 178 ad_requests with mean bid_floor 19.5, 1 impressions of adomain 'temu.com' with mean price 9.3; 1 sessions in app 'com.TrofyGames.DroneAttackSRP', 40 ad_requests with mean bid_floor 1.5; 2 sessions in app 'com.airhorn.sounds.prank.haircut.fartprank.joke', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.battle.worldofartillery', 14 ad_requests with mean bid_floor 19.9; 1 sessions in app 'com.bitmango.go.bubblepop', 6 ad_requests with mean bid_floor 24.4; 2 sessions in app 'com.blitzkrieg.assault', 160 ad_requests with mean bid_floor 23.7; 3 sessions in app 'com.dream.free.games.match3', 182 ad_requests with mean bid_floor 36.7; 2 sessions in app 'com.fb.FingerBlock', 90 ad_requests with mean bid_floor 17.6; 4 sessions in app 'com.kingkodestudio.towerdefense.battlestrategy', 50 ad_requests with mean bid_floor 6.3; 1 sessions in app 'com.mobirix.tdwt', 8 ad_requests with mean bid_floor 4.9; 8 sessions in app 'com.newstory.SquareWarriors', 49 ad_requests with mean bid_floor 3.4; 2 sessions in app 'com.noxgames.merge.tanks', 4 ad_requests with mean bid_floor 0.0; 19 sessions in app 'com.offerup', 24 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.ohmgames.knockdolls', 7 ad_requests with mean bid_floor 1.2; 2 sessions in app 'com.pixonic.wwr', 190 ad_requests with mean bid_floor 35.0; 3 sessions in app 'com.prank.sounds.funny.game.haircut.fart.air.horn', 4 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.redlinegames.attackhole', 200 ad_requests with mean bid_floor 85.8; 3 sessions in app 'com.sng.yatzy', 15 ad_requests with mean bid_floor 50.0; 10 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 419 ad_requests with mean bid_floor 16.1, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 8.2, 1 impressions of adomain 'voodoo.io' with mean price 12.3; 1 sessions in app 'com.staplegames.solitaireGP', 16 ad_requests with mean bid_floor 93.3; 3 sessions in app 'com.swiftgames.survival', 44 ad_requests with mean bid_floor 16.0, 1 clicks of adomain 'temu.com', 6 impressions of adomain 'temu.com' with mean price 44.7; 1 sessions in app 'com.tapped.drawrider', 9 ad_requests with mean bid_floor 118.7; 1 sessions in app 'com.tripledot.blackjack', 12 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.tripledot.woodoku', 73 ad_requests with mean bid_floor 5.9; 3 sessions in app 'com.vincentb.MobControl', 99 ad_requests with mean bid_floor 6.2, 2 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'flowersfoods.com' with mean price 0.4, 1 impressions of adomain 'prilosecotc.com' with mean price 0.5, 1 impressions of adomain 'target.com' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 25.9, 1 impressions of adomain 'vicks.com' with mean price 0.7, 8 impressions of adomain 'walmart.com' with mean price 1.4; 2 sessions in app 'com.wireless.defenseland', 21 ad_requests with mean bid_floor 13.7; 2 sessions in app 'com.world.war.defence', 12 ad_requests with mean bid_floor 28.4; 2 sessions in app 'com.x4d.live.wallpaper.pixel4d.hd4k', 12 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.zm.nuts', 20 ad_requests with mean bid_floor 7.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'freecash.com' with mean price 0.0, 3 impressions of adomain 'temu.com' with mean price 23.4; 4 sessions in app 'com.zombie.cup.puzzle', 47 ad_requests with mean bid_floor 2.1; 8 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 138 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'temu.com' with mean price 11.6; 1 sessions in app 'in.playsimple.wordsearch', 7 ad_requests with mean bid_floor 9.5; 1 sessions in app 'jp.co.goodroid.hyper.hexaaway', 54 ad_requests with mean bid_floor 13.7, 6 impressions of adomain 'temu.com' with mean price 39.5, 1 impressions of adomain 'wallawalla.org' with mean price 0.4; 2 sessions in app 'net.argongames.minitd2', 16 ad_requests with mean bid_floor 50.9; 2 sessions in app 'net.peakgames.toonblast', 9 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 ;time_since_impression_in_hours is 6289;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 9492;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.182960993389695;partition is 2542
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'c00893c9-fcc0-4611-875f-cf99ec10ec27';uuid is 'f4ab7107-785a-4cc5-a84e-f020600e2dbf';bid_timestamp is '2025-01-11 12:49:48';device_id is 'c00893c9-fcc0-4611-875f-cf99ec10ec27';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 93.1596234440803;target_cpi is 15;campaign is 57923;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 1.6112;placement_historical_value is 140.755789;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.8;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-11 12:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior is :[56 sessions in app 'com.balloon.master.cube.match', 2880 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'natifiedceringly.com' with mean price 35.2, 1 impressions of adomain 'receive-the-prize.online' with mean price 17.1, 1 clicks of adomain 'voodoo.io', 1 impressions of adomain 'voodoo.io' with mean price 36.8; 2 sessions in app 'com.bears.rain.instead.technique', 49 ad_requests with mean bid_floor 7.1; 2 sessions in app 'com.blackout.match3', 86 ad_requests with mean bid_floor 5.7, 1 impressions of adomain 'att.com' with mean price 0.5, 1 impressions of adomain 'mpl.live' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.3; 3 sessions in app 'com.blackout.spades', 151 ad_requests with mean bid_floor 18.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 93.2; 51 sessions in app 'com.gimica.sugarmatch', 4066 ad_requests with mean bid_floor 59.9, 1 impressions of adomain 'alen.com' with mean price 0.3, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'biolifeplasma.com' with mean price 0.4, 2 impressions of adomain 'freecash.com' with mean price 0.2, 4 impressions of adomain 'justdice.io' with mean price 0.8, 1 impressions of adomain 'liveatlumia.com' with mean price 0.6, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'pentlyconger.com' with mean price 0.5, 2 impressions of adomain 'squareup.com' with mean price 0.1; 7 sessions in app 'com.innplaylabs.animalkingdomraid', 356 ad_requests with mean bid_floor 394.9; 7 sessions in app 'com.mintgames.fantasycolor', 358 ad_requests with mean bid_floor 30.6; 24 sessions in app 'com.newpubco.spades', 1231 ad_requests with mean bid_floor 9.5, 2 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 1.0, 1 impressions of adomain 'danone.com' with mean price 0.6, 2 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.7, 1 impressions of adomain 'goodnes.com' with mean price 0.5, 1 impressions of adomain 'hellomillions.com' with mean price 26.5, 1 clicks of adomain 'jorisson.com', 2 impressions of adomain 'jorisson.com' with mean price 31.9, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 28.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.4, 1 impressions of adomain 'mcluck.com' with mean price 34.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'opvee.com' with mean price 0.9, 1 impressions of adomain 'paneraathome.com' with mean price 0.9, 2 impressions of adomain 'pluto.tv' with mean price 1.1, 6 impressions of adomain 'simplyorangejuice.com' with mean price 2.2, 1 impressions of adomain 'swishersweets.com' with mean price 1.0, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.6, 1 clicks of adomain 'track.brannege.com', 1 impressions of adomain 'track.brannege.com' with mean price 30.8; 19 sessions in app 'com.playvalve.spades', 1763 ad_requests with mean bid_floor 78.1, 1 impressions of adomain 'cash.app' with mean price 0.5; 32 sessions in app 'com.playvalve.watersort', 3540 ad_requests with mean bid_floor 126.0; 5 sessions in app 'com.set.starry.plain', 169 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 3.7; 2 sessions in app 'com.up.up.study.copper', 103 ad_requests with mean bid_floor 4.9; 1 sessions in app 'downloader.video.download.free', 28 ad_requests with mean bid_floor 48.8, 1 clicks of adomain 'xd-website.tooltigers.com', 1 impressions of adomain 'xd-website.tooltigers.com' with mean price 35.0; 7 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 13.2];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-17 20:07:40;dc_15roundended_before_d8_timestamp is 45674.7129861111;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-11 13:07:44;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 0.328723159140606;partition is 2972
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '91678fd1-468c-4fe0-94f5-45857600468b';uuid is 'b48d62df-5422-4ce9-abb0-3bb68327f065';bid_timestamp is '2025-02-08 15:46:54';device_id is '91678fd1-468c-4fe0-94f5-45857600468b';biddate is '2025-02-08';country is 'USA';app is 'com.catobilli.smashtobits';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 250;target_cpi is 7;campaign is 58302;creative_id is 229286;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 33.1356 ;min_floor is 33.1356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.38;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-08 15:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[2 sessions in app 'com.catobilli.smashtobits', 310 ad_requests with mean bid_floor 13.8; 3 sessions in app 'com.kedwani.ouirnsdhbg', 121 ad_requests with mean bid_floor 19.7; 3 sessions in app 'com.tumblr', 49 ad_requests with mean bid_floor 22.4; 27 sessions in app 'net.peakgames.mobile.spades.android', 809 ad_requests with mean bid_floor 55.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 15:50:33;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.catobilli.smashtobits/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.421438570293169;partition is 2972
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'd8f6ce63-d770-4b8d-b202-fdb9680bef86';uuid is '3467e0ef-ca2e-46a6-8fd8-f9575a8e651d';bid_timestamp is '2025-02-07 18:00:03';device_id is 'd8f6ce63-d770-4b8d-b202-fdb9680bef86';biddate is '2025-02-07';country is 'USA';app is 'paint.by.number.pixel.art.coloring.drawing.puzzle';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 114 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vp';bid_floor is 47.7106 ;min_floor is 47.7106 ;bidmachine_placement_value is 50.236967;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 5149217 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 5149211;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[3 sessions in app '14639_', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'beetles.puzzle.solitaire', 61 ad_requests with mean bid_floor 19.2; 3 sessions in app 'com.EternalStudio.DozerDemolish', 324 ad_requests with mean bid_floor 56.3; 3 sessions in app 'com.LoopGames.Domino', 121 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.alien.shooter.galaxy.attack', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.amanotes.beathopper', 48 ad_requests with mean bid_floor 57.8; 2 sessions in app 'com.bg.marble.ball.blast.game', 161 ad_requests with mean bid_floor 12.4; 1 sessions in app 'com.blackout.bubble', 7 ad_requests with mean bid_floor 13.2; 6 sessions in app 'com.cashday.reward', 72 ad_requests with mean bid_floor 256.4; 3 sessions in app 'com.crazy.plane.landing', 110 ad_requests with mean bid_floor 252.8; 1 sessions in app 'com.defense.bag.fight.mergegame', 639 ad_requests with mean bid_floor 18.5, 3 impressions of adomain 'pinterest.com' with mean price 11.8; 1 sessions in app 'com.downhill.race.league', 32 ad_requests with mean bid_floor 435.3; 2 sessions in app 'com.enflick.android.TextNow', 2 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.eureka.android', 3 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.free.dating.chat.love.simulation.crossroads', 1 ad_requests with mean bid_floor 7.8; 2 sessions in app 'com.funcell.petsimulator', 97 ad_requests with mean bid_floor 59.3; 1 sessions in app 'com.gametown.goodmatching.sortmaster3d', 6 ad_requests with mean bid_floor 68.6; 1 sessions in app 'com.health.record.bloodpressure', 6 ad_requests with mean bid_floor 8.9; 4 sessions in app 'com.hkjiuqu.popstar', 231 ad_requests with mean bid_floor 13.4; 1 sessions in app 'com.huracan.cuze', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.lilyxgame.cleanit', 19 ad_requests with mean bid_floor 15.8, 1 impressions of adomain 'firstinterstatebank.com' with mean price 0.4; 1 sessions in app 'com.littleengine.wordpal', 2 ad_requests with mean bid_floor 17.9; 4 sessions in app 'com.matteljv.uno', 30 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.meta.inno.sticker', 1 ad_requests with mean bid_floor 40.9; 1 sessions in app 'com.newpubco.spades', 23 ad_requests with mean bid_floor 16.6; 13 sessions in app 'com.onicore.backpack.rush', 659 ad_requests with mean bid_floor 3.1, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 13.6, 1 clicks of adomain 'newpub.co/business-empire', 1 impressions of adomain 'newpub.co/business-empire' with mean price 10.2, 2 clicks of adomain 'pinterest.com', 3 impressions of adomain 'pinterest.com' with mean price 14.3, 6 clicks of adomain 'snapchat.com', 8 impressions of adomain 'snapchat.com' with mean price 15.8, 2 clicks of adomain 'speedcash.com', 5 impressions of adomain 'speedcash.com' with mean price 13.4; 2 sessions in app 'com.playvalve.connect.dots', 117 ad_requests with mean bid_floor 63.8; 1 sessions in app 'com.playvalve.dominoes', 120 ad_requests with mean bid_floor 97.2, 2 impressions of adomain 'pinterest.com' with mean price 15.9; 2 sessions in app 'com.rockbite.zombieoutpost', 41 ad_requests with mean bid_floor 167.5; 1 sessions in app 'com.together.CrazyBus', 18 ad_requests with mean bid_floor 48.8; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.unicostudio.braintest', 5 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.unicostudio.usa.war.america', 7 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.weegoon.thiefpuzzle', 20 ad_requests with mean bid_floor 22.6; 1 sessions in app 'com.xia.familylife', 6 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.zareklamy', 27 ad_requests with mean bid_floor 27.8; 1 sessions in app 'com.zombie.idleminertycoon', 4 ad_requests with mean bid_floor 7.1; 3 sessions in app 'games.vaveda.militaryoverturn', 108 ad_requests with mean bid_floor 37.6; 3 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 7.4; 6 sessions in app 'io.supercent.prison', 135 ad_requests with mean bid_floor 9.0, 1 clicks of adomain 'newpub.co/business-empire', 1 impressions of adomain 'newpub.co/business-empire' with mean price 16.0; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 190 ad_requests with mean bid_floor 12.3, 4 impressions of adomain 'amazon.com' with mean price 0.5, 9 impressions of adomain 'implus.com' with mean price 0.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 50.0, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.4; 11 sessions in app 'relax.sleep.relaxation.sleepingsounds', 37 ad_requests with mean bid_floor 23.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:41:42;time_since_impression_in_hours is 1430;channel is 'USA/V/bidmachine/paint.by.number.pixel.art.coloring.drawing.puzzle/True/126';time_since_click_in_hours is 1430;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.996292846650452;partition is 2703
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'e5e92346-9c68-465b-aeed-ffa4b4ddaaed';uuid is 'd4a1067a-cab2-4a87-bf0e-e7f98c28b3bf';bid_timestamp is '2025-01-03 0:30:51';device_id is 'e5e92346-9c68-465b-aeed-ffa4b4ddaaed';biddate is '2025-01-03';country is 'USA';app is 'com.mobilityware.GolfSolitaire';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 2.08355;target_cpi is 1.06781935704733;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'i';bid_floor is 2.07355 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 109 ;time_since_impression is 180208 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.87;prior_theme_impressions_count is 109;prior_tag_clicks_count is 31 ;time_since_click is 180205;hour is '2025-01-03 00:00:00+00:00';day_of_week is '4';os_version is 10;user_behavior is :[3 sessions in app 'and.brainworks.crossnumber', 28 ad_requests with mean bid_floor 0.5, 1 impressions of adomain 'cdw.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 4 impressions of adomain 'hrblock.com' with mean price 0.6, 1 impressions of adomain 'weather.com' with mean price 0.1; 3 sessions in app 'and.lihuhu.machingtriple', 113 ad_requests with mean bid_floor 31.7; 15 sessions in app 'art.of.find.hidden.object.puzzle.journey', 277 ad_requests with mean bid_floor 2.1, 3 impressions of adomain 'smuckers.com' with mean price 9.1; 1 sessions in app 'bible.trivia.quiz.question.answer.spelling.correct.knowledge.test.game', 6 ad_requests with mean bid_floor 2.6; 1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 146 ad_requests with mean bid_floor 22.7, 1 impressions of adomain 'hrblock.com' with mean price 0.8, 2 impressions of adomain 'nutramaxlabs.com' with mean price 1.0, 5 impressions of adomain 'walmart.com' with mean price 1.9; 94 sessions in app 'coloring.color.number.happy.paint.art.drawing.puzzle', 13032 ad_requests with mean bid_floor 1.5, 5 impressions of adomain 'all-laundry.com' with mean price 0.2, 1 impressions of adomain 'allianztravelinsurance.com' with mean price 0.3, 108 impressions of adomain 'amazon.com' with mean price 0.4, 8 impressions of adomain 'arlo.com' with mean price 0.4, 4 impressions of adomain 'aveeno.com' with mean price 0.4, 1 impressions of adomain 'bidease.com_101931' with mean price 0.2, 4 impressions of adomain 'bissell.com' with mean price 0.4, 2 impressions of adomain 'brightpetnutrition.com' with mean price 0.3, 5 impressions of adomain 'chewy.com' with mean price 0.5, 2 impressions of adomain 'claritin.com' with mean price 0.2, 1 impressions of adomain 'click2cart.com' with mean price 0.1, 2 impressions of adomain 'clorox.com' with mean price 0.2, 6 impressions of adomain 'coca-cola.com' with mean price 0.3, 13 impressions of adomain 'colgate.com' with mean price 0.3, 4 impressions of adomain 'consumable.com' with mean price 0.2, 1 impressions of adomain 'covergirl.com' with mean price 0.2, 1 impressions of adomain 'cremocompany.com' with mean price 0.3, 1 impressions of adomain 'davines.com' with mean price 0.2, 1 impressions of adomain 'dialsoap.com' with mean price 0.3, 9 impressions of adomain 'doggiedailies.com' with mean price 0.4, 22 impressions of adomain 'dove.com' with mean price 0.3, 1 clicks of adomain 'dove.com', 2 impressions of adomain 'dyson.com' with mean price 0.3, 5 impressions of adomain 'elanco.us' with mean price 0.4, 3 impressions of adomain 'esupplements.com' with mean price 0.3, 1 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'fitbit.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 17 impressions of adomain 'gabb.com' with mean price 0.2, 15 impressions of adomain 'galderma.com' with mean price 0.3, 4 impressions of adomain 'google.com' with mean price 0.1, 6 impressions of adomain 'haleon.com' with mean price 0.3, 6 impressions of adomain 'hartz.com' with mean price 0.4, 2 impressions of adomain 'helloned.com' with mean price 0.1, 1 clicks of adomain 'helloned.com', 34 impressions of adomain 'hillspet.com' with mean price 0.3, 2 impressions of adomain 'hrblock.com' with mean price 0.4, 3 impressions of adomain 'instagram.com' with mean price 0.3, 2 impressions of adomain 'iottechnews.com' with mean price 0.1, 2 impressions of adomain 'irishspring.com' with mean price 0.4, 1 impressions of adomain 'jtv.com' with mean price 0.2, 2 impressions of adomain 'liquid-iv.com' with mean price 0.3, 10 impressions of adomain 'lorealparisusa.com' with mean price 0.3, 1 impressions of adomain 'mars.com' with mean price 0.2, 4 impressions of adomain 'medscape.org' with mean price 0.6, 4 impressions of adomain 'methodproducts.com' with mean price 0.3, 1 clicks of adomain 'methodproducts.com', 1 impressions of adomain 'missouri.quitlogix.org' with mean price 0.5, 1 impressions of adomain 'moroccanoil.com' with mean price 0.3, 3 impressions of adomain 'mrsmeyers.com' with mean price 0.2, 4 impressions of adomain 'naturessunshine.com' with mean price 0.4, 1 impressions of adomain 'naturesvariety.com' with mean price 0.3, 1 impressions of adomain 'neosporin.com' with mean price 0.4, 1 impressions of adomain 'networkadvertising.org' with mean price 0.2, 3 impressions of adomain 'neutrogena.com' with mean price 0.4, 2 impressions of adomain 'niveausa.com' with mean price 0.5, 1 impressions of adomain 'nordvpn.com' with mean price 0.5, 24 impressions of adomain 'nutrafol.com' with mean price 0.4, 30 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 2 impressions of adomain 'ogxbeauty.com' with mean price 0.3, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.5, 1 impressions of adomain 'opalescence.com' with mean price 0.4, 4 impressions of adomain 'orgain.com' with mean price 0.3, 4 impressions of adomain 'paulmitchell.com' with mean price 0.3, 1 impressions of adomain 'pepcid.com' with mean price 0.5, 1 impressions of adomain 'perdue.com' with mean price 0.3, 20 impressions of adomain 'petiq.com' with mean price 0.3, 4 impressions of adomain 'philips.com' with mean price 0.4, 7 impressions of adomain 'postconsumerbrands.com' with mean price 0.7, 2 impressions of adomain 'powerofresolve.com' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'pull-ups.com' with mean price 0.3, 10 impressions of adomain 'revlon.com' with mean price 0.9, 1 impressions of adomain 'rogaine.com' with mean price 0.7, 2 impressions of adomain 'royalcanin.com' with mean price 0.2, 1 impressions of adomain 'santanderus.com' with mean price 0.2, 2 impressions of adomain 'schiffvitamins.com' with mean price 0.4, 1 clicks of adomain 'schiffvitamins.com', 1 impressions of adomain 'schwarzkopf.com' with mean price 0.3, 3 impressions of adomain 'scottbrand.com' with mean price 0.2, 1 clicks of adomain 'scottbrand.com', 5 impressions of adomain 'sony.com' with mean price 1.4, 2 impressions of adomain 'starbucks.com' with mean price 0.2, 11 impressions of adomain 'starz.com' with mean price 0.4, 2 impressions of adomain 'textnow.com' with mean price 0.0, 3 impressions of adomain 'ultomirishcp.com' with mean price 0.5, 28 impressions of adomain 'unilever.com' with mean price 0.4, 1 impressions of adomain 'voquezna.com' with mean price 0.4, 11 impressions of adomain 'wellnesspetfood.com' with mean price 0.3, 5 impressions of adomain 'wellsfargo.com' with mean price 0.2, 64 impressions of adomain 'weruva.com' with mean price 0.4, 14 impressions of adomain 'whoop.com' with mean price 0.3, 1 impressions of adomain 'www.admile.com' with mean price 0.5, 2 impressions of adomain 'xifaxan.com' with mean price 0.6, 1 impressions of adomain 'zarbees.com' with mean price 0.4, 1 impressions of adomain 'ziwipets.com' with mean price 0.3, 1 impressions of adomain 'zyrtec.com' with mean price 0.3; 1 sessions in app 'com.aagbrothers.rideonquadbikeonline', 3 ad_requests with mean bid_floor 3.5; 4 sessions in app 'com.afgame.app.poolball', 30 ad_requests with mean bid_floor 31.7; 1 sessions in app 'com.an.shootingball.billiards3d', 10 ad_requests with mean bid_floor 2.8, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 1 impressions of adomain 'niveausa.com' with mean price 0.3, 1 impressions of adomain 'sony.com' with mean price 3.4; 1 sessions in app 'com.antivirus', 1 ad_requests with mean bid_floor 62.0; 1 sessions in app 'com.art.pixel.beauty.girl.games.paint.color.by.numbers', 14 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.4, 1 impressions of adomain 'revlon.com' with mean price 0.2; 1 sessions in app 'com.art.pixel.chill.hobby.games.paint.color.by.numbers', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.art.pixel.travel.games.paint.color.by.numbers', 7 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.bigsoft.drawanime.drawsketch', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.billiards.shooting.ball.pool', 10 ad_requests with mean bid_floor 9.9; 43 sessions in app 'com.bngame.app.woodblock', 502 ad_requests with mean bid_floor 56.3; 17 sessions in app 'com.cigame.app.poolrival', 301 ad_requests with mean bid_floor 30.8; 3 sessions in app 'com.crypt.gram.puzz', 106 ad_requests with mean bid_floor 12.2, 1 impressions of adomain 'dawndgt.com' with mean price 0.3, 1 impressions of adomain 'voquezna.com' with mean price 0.4; 2 sessions in app 'com.draw.one.line', 36 ad_requests with mean bid_floor 28.3, 1 impressions of adomain 'petiq.com' with mean price 0.5, 1 impressions of adomain 'weruva.com' with mean price 0.7; 2 sessions in app 'com.fairy.tale.happy.paint.by.number.coloring.game', 17 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 11.1; 31 sessions in app 'com.greyfun.block.puzzle.sudoku', 304 ad_requests with mean bid_floor 17.1; 1 sessions in app 'com.lemel.hiddengame', 13 ad_requests with mean bid_floor 7.3; 22 sessions in app 'com.liotek.lannbible', 41 ad_requests with mean bid_floor 72.1; 1 sessions in app 'com.maingame.newgame.tictactoe', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.miniit.bingo', 57 ad_requests with mean bid_floor 75.7; 1 sessions in app 'com.mintgames.colorpainting', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.mintgames.memorycolor', 6 ad_requests with mean bid_floor 3.7; 31 sessions in app 'com.mobilityware.CastleSolitaire', 1008 ad_requests with mean bid_floor 10.2, 1 impressions of adomain 'mckesson.com' with mean price 4.6, 2 clicks of adomain 'pinterest.com', 2 impressions of adomain 'pinterest.com' with mean price 9.1, 1 impressions of adomain 'zedge.net' with mean price 6.0; 3 sessions in app 'com.mobilityware.CrazyEights', 120 ad_requests with mean bid_floor 31.3, 4 impressions of adomain 'amazon.com' with mean price 0.1, 2 impressions of adomain 'experian.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 0.1, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'royalcanin.com' with mean price 0.1; 44 sessions in app 'com.mobilityware.GolfSolitaire', 1632 ad_requests with mean bid_floor 6.5, 1 impressions of adomain 'actharhcp.com' with mean price 5.0, 1 clicks of adomain 'apero.global', 2 impressions of adomain 'apero.global' with mean price 3.7, 3 clicks of adomain 'belka-games.com', 4 impressions of adomain 'belka-games.com' with mean price 1.7, 1 impressions of adomain 'com.sn.tile.Match3D.falling.puzzle' with mean price 2.3, 1 clicks of adomain 'com.sn.tile.Match3D.falling.puzzle', 1 impressions of adomain 'cuvitruhcp.com' with mean price 2.4, 1 clicks of adomain 'doc-hosting.flycricket.io', 2 impressions of adomain 'doc-hosting.flycricket.io' with mean price 2.0, 2 impressions of adomain 'hcp-asthma-medication.com' with mean price 11.2, 2 clicks of adomain 'healthapplines.com', 2 impressions of adomain 'healthapplines.com' with mean price 1.6, 1 impressions of adomain 'i2978cec.app-ads-txt.com' with mean price 1.4, 1 impressions of adomain 'jtv.com' with mean price 1.7, 1 clicks of adomain 'jtv.com', 1 impressions of adomain 'metacoregames.com' with mean price 1.9, 2 impressions of adomain 'mhitpoker.com' with mean price 1.8, 1 clicks of adomain 'mhitpoker.com', 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 7.9, 1 clicks of adomain 'pluto.tv', 1 impressions of adomain 'pluto.tv' with mean price 1.9, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 2.6, 3 clicks of adomain 'technify.vn', 3 impressions of adomain 'technify.vn' with mean price 1.7, 6 clicks of adomain 'tubitv.com', 9 impressions of adomain 'tubitv.com' with mean price 2.0, 4 impressions of adomain 'y551ac2d.app-ads-txt.com' with mean price 1.9; 37 sessions in app 'com.mobilityware.Spades', 2878 ad_requests with mean bid_floor 11.1, 2 impressions of adomain '9snail.com' with mean price 3.9, 1 impressions of adomain 'consumertestconnect.com' with mean price 2.3, 1 impressions of adomain 'e2325c139.app-ads-txt.com' with mean price 2.7, 1 impressions of adomain 'fiverr.com' with mean price 6.5, 1 clicks of adomain 'mhitpoker.com', 2 impressions of adomain 'mhitpoker.com' with mean price 2.8, 3 clicks of adomain 'pinterest.com', 3 impressions of adomain 'pinterest.com' with mean price 6.2, 1 impressions of adomain 'premierprotein.com' with mean price 4.5, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 2.1; 2 sessions in app 'com.mobilityware.freecell', 43 ad_requests with mean bid_floor 7.8; 3 sessions in app 'com.mobilityware.spider', 143 ad_requests with mean bid_floor 19.5, 7 impressions of adomain 'medscape.com' with mean price 0.3; 1 sessions in app 'com.musicho.andro', 3 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.newpubco.spades', 180 ad_requests with mean bid_floor 12.6, 1 impressions of adomain 'chewy.com' with mean price 0.4, 10 impressions of adomain 'coca-colacompany.com' with mean price 2.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'elanco.us' with mean price 0.3, 1 impressions of adomain 'kobayashi.com' with mean price 1.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 1.0, 3 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.2, 3 impressions of adomain 'seedsnsuch.com' with mean price 0.3, 4 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'unilever.com' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.3, 2 impressions of adomain 'whimzees.com' with mean price 1.0; 1 sessions in app 'com.pgzng.quicktranslator', 5 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.platinumplayer.word.addict', 198 ad_requests with mean bid_floor 25.1; 3 sessions in app 'com.sciplay.solitairepuzzle', 30 ad_requests with mean bid_floor 67.8; 1 sessions in app 'com.severex.word.connect.puzzles.association', 6 ad_requests with mean bid_floor 3.5; 32 sessions in app 'com.smallpuzzle.blocksudoku', 334 ad_requests with mean bid_floor 3.2; 2 sessions in app 'com.sports.eightball.pool.rival', 13 ad_requests with mean bid_floor 14.6; 2 sessions in app 'com.stgame.app.onnect', 28 ad_requests with mean bid_floor 26.2; 3 sessions in app 'com.tarboosh.collectemall', 139 ad_requests with mean bid_floor 5.8, 1 impressions of adomain 'coca-colacompany.com' with mean price 2.2; 2 sessions in app 'com.tripledot.woodoku', 132 ad_requests with mean bid_floor 15.7, 1 impressions of adomain 'www.learnings.ai' with mean price 0.1, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.0; 1 sessions in app 'com.vgames.millionairegoldendeal', 39 ad_requests with mean bid_floor 98.9; 5 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 138 ad_requests with mean bid_floor 2.2, 7 impressions of adomain 'hrblock.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 1.8; 4 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 140 ad_requests with mean bid_floor 5.7, 5 impressions of adomain 'hrblock.com' with mean price 0.8; 3 sessions in app 'in.playsimple.tripcross', 122 ad_requests with mean bid_floor 4.9; 1 sessions in app 'in.playsimple.wordbingo', 4 ad_requests with mean bid_floor 7.1; 2 sessions in app 'in.playsimple.wordtour', 38 ad_requests with mean bid_floor 5.8, 1 impressions of adomain 'pinterest.com' with mean price 10.8; 11 sessions in app 'in.playsimple.wordtrip', 47 ad_requests with mean bid_floor 9.9; 14 sessions in app 'kidultlovin.word.zen', 665 ad_requests with mean bid_floor 23.7, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'calquence.com' with mean price 0.2, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.5, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 13.8, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'sling.com' with mean price 0.2, 1 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'uscellular.com' with mean price 0.2, 24 impressions of adomain 'walmart.com' with mean price 1.3, 4 impressions of adomain 'weruva.com' with mean price 0.6, 1 impressions of adomain 'xtandi.com' with mean price 0.1; 1 sessions in app 'movie.trivia.film.quiz.guess.star.question.answer.knowledge.test.game', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'trivia.master.question.quiz.answer.crack.star.millionaire.free.knowledge', 361 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 45661.6994675926;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 0:51:52;time_since_impression_in_hours is 50;channel is 'USA/I/bidmachine/com.mobilityware.GolfSolitaire/False/192';time_since_click_in_hours is 50;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.727919160354554;partition is 189
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'ffab78b4-0434-4d0e-b6d4-f3d48f7fe86e';uuid is 'c0e3de46-d425-40f3-a744-4f634204b70d';bid_timestamp is '2025-01-31 5:24:16';device_id is 'ffab78b4-0434-4d0e-b6d4-f3d48f7fe86e';biddate is '2025-01-31';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 6.01283697011808;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 371 ;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 '2025-01-31 05:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[16 sessions in app 'com.cal.unit.conver', 368 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.newpubco.spades', 9 ad_requests with mean bid_floor 15.4; 1 sessions in app 'com.virtual.mother.simulator.mom.game', 6 ad_requests with mean bid_floor 5.8; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 2.7];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-31 5:32:29;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 0.0805978249751794;partition is 3470
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'bd6726c2-c4ba-45dc-be38-d768b27cca1b';uuid is '2008dd37-d5c2-42b3-ac1e-91eb3d017317';bid_timestamp is '2025-01-03 15:41:40';device_id is 'bd6726c2-c4ba-45dc-be38-d768b27cca1b';biddate is '2025-01-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 20;target_cpi is 2;campaign is 57767;creative_id is 219049;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 5.936;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 11452996 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 2.77;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is 11452990;hour is '2025-01-03 15:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[3 sessions in app 'com.blackout.spades', 117 ad_requests with mean bid_floor 42.0; 2 sessions in app 'com.os.airforce', 60 ad_requests with mean bid_floor 121.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 15:44:32;time_since_impression_in_hours is 3181;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3181;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.691615004128976;partition is 259
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '9e89e91a-e501-494d-9fa2-52fa8e89a8dc';uuid is '6d448972-e069-4e9f-92e7-67632f0e08be';bid_timestamp is '2025-01-15 19:53:43';device_id is '9e89e91a-e501-494d-9fa2-52fa8e89a8dc';biddate is '2025-01-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 63.1281489506363;target_cpi is 1.5;campaign is 57970;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 67.84;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 10958376 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.19;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 13215492;hour is '2025-01-15 19:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[2 sessions in app 'com.blackout.spades', 47 ad_requests with mean bid_floor 29.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 63.1; 7 sessions in app 'com.jackpot.fever.slots.android', 107 ad_requests with mean bid_floor 3.2; 2 sessions in app 'com.newpubco.spades', 74 ad_requests with mean bid_floor 20.4, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'olay.com' with mean price 0.7, 7 impressions of adomain 'paxlovid.com' with mean price 1.5, 1 impressions of adomain 'subaru.com' with mean price 0.6, 2 impressions of adomain 'tech.pokergaga.net' with mean price 93.3, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 4 impressions of adomain 'uscellular.com' with mean price 0.6, 2 impressions of adomain 'walgreens.com' with mean price 0.9; 19 sessions in app 'com.ninthart.board.beastgo', 32 ad_requests with mean bid_floor 1.1; 5 sessions in app 'com.run.systemcleaner', 7 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.smarteye.throwinthecup', 4 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.superplaystudios.dicedreams', 4 ad_requests with mean bid_floor 10.2; 1 sessions in app 'io.voodoo.paper2', 12 ad_requests with mean bid_floor 54.1, 1 impressions of adomain 'popeyes.com' with mean price 3.2];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 2025-01-15 19:57:04;time_since_impression_in_hours is 3043;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3671;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0646262544815958;partition is 24
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'd52a976a-e219-49a1-bef5-448df5c1c747';uuid is '2cb99e06-1362-4b23-91a7-67e84901298b';bid_timestamp is '2024-12-27 18:11:08';device_id is 'd52a976a-e219-49a1-bef5-448df5c1c747';biddate is '2024-12-27';country is 'USA';app is 'gin.rummy.ginrummy.free.online.offline.classic.card.game';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 56.189225878594;target_cpi is 1.89375231692743;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 70.666667;placement_historical_value is 59.017284;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 156615 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.82;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 156438;hour is '2024-12-27 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'RkKlGCp1RlvgcKCga79AVGWQtyXlrSKiuNrLHCUvdHh2kXPkjQEzb--UDqlNHKdStuT2fEOQChFjlyM3-1xuO_LSbq-Phg5bwxP3hQoRr_M', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'beetles.puzzle.solitaire', 12 ad_requests with mean bid_floor 29.9; 7 sessions in app 'com.bonnie.trafficescape', 105 ad_requests with mean bid_floor 5.5, 6 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.4, 1 impressions of adomain 'meater.com' with mean price 0.4, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'redbull.com' with mean price 0.1, 1 impressions of adomain 'wbd.com' with mean price 0.3; 4 sessions in app 'com.gimica.treasuremaster', 344 ad_requests with mean bid_floor 176.5; 2 sessions in app 'com.jackpotwinner.slots', 8 ad_requests with mean bid_floor 2.6; 312 sessions in app 'com.liotek.lannbible', 875 ad_requests with mean bid_floor 22.9; 5 sessions in app 'com.newpubco.spades', 243 ad_requests with mean bid_floor 11.7, 1 impressions of adomain 'archwellhealth.com' with mean price 1.0, 2 impressions of adomain 'bobbycombsrvcenter.com' with mean price 0.4, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.1, 2 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 17.2, 1 impressions of adomain 'draftkings.com' with mean price 0.1, 1 impressions of adomain 'hyundaiusa.com' with mean price 1.1, 1 impressions of adomain 'mcluck.com' with mean price 16.5, 1 impressions of adomain 'scientificgames.com' with mean price 16.3, 1 impressions of adomain 'zscaler.com' with mean price 1.0; 37 sessions in app 'com.playvalve.solitaire', 1547 ad_requests with mean bid_floor 138.7, 6 impressions of adomain 'amazon.com' with mean price 0.6, 6 impressions of adomain 'ddcaz.com' with mean price 0.5, 1 impressions of adomain 'google.com' with mean price 0.8, 1 impressions of adomain 'mbkseniorliving.com' with mean price 1.0, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.2, 3 impressions of adomain 'yocanblack.com' with mean price 0.4; 1 sessions in app 'com.use.specie.scratch.card', 29 ad_requests with mean bid_floor 116.4; 10 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 257 ad_requests with mean bid_floor 6.4, 11 impressions of adomain 'cdw.com' with mean price 0.7, 1 impressions of adomain 'coloplastmenshealth.com' with mean price 1.2, 1 impressions of adomain 'diamondkitchenandbath.com' with mean price 0.7, 1 impressions of adomain 'libertytax.com' with mean price 0.9, 1 impressions of adomain 'liveataugustineatglendale.com' with mean price 0.7; 6 sessions in app 'holy.bible.kjv.kingjamesbible.verse.biblia', 9 ad_requests with mean bid_floor 36.1; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 13.2; 3 sessions in app 'solitaire.klondike.classic.card.games', 32 ad_requests with mean bid_floor 32.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 23:41:41;time_since_impression_in_hours is 43;channel is 'USA/I/bidmachine/gin.rummy.ginrummy.free.online.offline.classic.card.game/False/482';time_since_click_in_hours is 43;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.983977567972284;partition is 3831
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'ebd7abbc-4dce-4828-b553-3e2e2975f4fe';uuid is '77a6d5b7-4966-49c0-9ba4-982badee6e63';bid_timestamp is '2025-01-09 2:09:56';device_id is 'ebd7abbc-4dce-4828-b553-3e2e2975f4fe';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 12.8034242987632;target_cpi is 0.8;campaign is 57765;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 25 ;time_since_impression is 29747357 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.98;prior_theme_impressions_count is 25;prior_tag_clicks_count is 4 ;time_since_click is 29747347;hour is '2025-01-09 02:00:00+00:00';day_of_week is '3';os_version is 10;user_behavior is :[2 sessions in app 'com.aladinfun.islandking.android', 14 ad_requests with mean bid_floor 17.2; 10 sessions in app 'com.blackout.spades', 1649 ad_requests with mean bid_floor 33.3, 5 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'mars.com' with mean price 1.4, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'redbull.com' with mean price 1.3, 1 impressions of adomain 'trihealth.com' with mean price 1.0; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 11.0; 2 sessions in app 'com.hunterhamster.snailbob3', 15 ad_requests with mean bid_floor 6.6; 3 sessions in app 'com.hyperdotstudios.swampattack2', 91 ad_requests with mean bid_floor 2.8; 166 sessions in app 'com.metropcs.metrozone', 1608 ad_requests with mean bid_floor 69.1; 3 sessions in app 'com.newpubco.spades', 210 ad_requests with mean bid_floor 12.0, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 17.0, 1 impressions of adomain 'mars.com' with mean price 0.4, 3 impressions of adomain 'productmadness.com' with mean price 36.6, 2 impressions of adomain 'spectrum.com' with mean price 1.3, 3 impressions of adomain 'thelandingcincy.com' with mean price 0.7, 1 impressions of adomain 'thelandingdispensaries.com' with mean price 0.7, 6 impressions of adomain 'trihealth.com' with mean price 1.7, 1 impressions of adomain 'urb.shop' with mean price 1.0; 6 sessions in app 'com.onegame.beanworldsuper', 56 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.sciplay.dancingdrumsslots', 34 ad_requests with mean bid_floor 47.7; 11 sessions in app 'dots.eat.bean.feast.puzzle.games', 859 ad_requests with mean bid_floor 27.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-09 2:39:13;time_since_impression_in_hours is 8263;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 8263;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.00655393571739504;partition is 4059
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '39b0c58f-f16c-4b95-8776-f22312446418';uuid is '1e4c867b-e962-47f6-a358-803ff417571f';bid_timestamp is '2025-02-07 18:00:09';device_id is '39b0c58f-f16c-4b95-8776-f22312446418';biddate is '2025-02-07';country is 'USA';app is 'com.nova.popstaren';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 228773;session_duration is 719 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 33.1356 ;min_floor is 33.1356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'app.feelsy', 2 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.AcidSheepGames.FantasyDice', 212 ad_requests with mean bid_floor 37.4; 1 sessions in app 'com.Konsordo.BackflipMaster2', 9 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.WalkTalk.FlightMaster', 9 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.anilymepro.ani', 9 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 9 ad_requests with mean bid_floor 24.9, 1 clicks of adomain 'hungrystudio.com/blocks', 1 impressions of adomain 'hungrystudio.com/blocks' with mean price 70.4; 1 sessions in app 'com.friendsgamesincubator.drawtheline', 3 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.idle.egg.factory.inc.tycoon', 11 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.outfit7.mytalkingtom2', 12 ad_requests with mean bid_floor 10.3; 2 sessions in app 'com.riseup.game', 14 ad_requests with mean bid_floor 31.6; 7 sessions in app 'com.tenic.tenic', 25 ad_requests with mean bid_floor 0.5; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.8; 1 sessions in app 'nexup.trs.screw', 20 ad_requests with mean bid_floor 5.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-02-07 18:10:07;0_timestamp is 2025-02-07 18:10:07;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.nova.popstaren/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.860719955044013;partition is 2031
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'd72f47df-5541-419d-9ebb-e1cd983276dd';uuid is 'e0eb1311-6115-4ab7-8cca-a66127d591ac';bid_timestamp is '2025-01-02 3:59:53';device_id is 'd72f47df-5541-419d-9ebb-e1cd983276dd';biddate is '2025-01-02';country is 'USA';app is 'com.block.juggle';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '71ee91ab3c537d1ad0f7a9438868f199';display_manager is 'applovin';raw_price is 18.619166869011;target_cpi is 1.78887349384715;campaign is 57724;creative_id is 222568;session_duration is 1737 ;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 9.492537;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 1.09;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-02 03:00:00+00:00';day_of_week is '3';os_version is 15;user_behavior is :[52 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 5163 ad_requests with mean bid_floor 14.0, 4 clicks of adomain 'crypto.com', 9 impressions of adomain 'crypto.com' with mean price 8.2, 2 impressions of adomain 'dreamgames.com' with mean price 6.5, 3 impressions of adomain 'governorofpoker.com' with mean price 6.3, 3 impressions of adomain 'king.com' with mean price 5.6, 1 clicks of adomain 'king.com', 7 impressions of adomain 'monopoly-poker.com' with mean price 5.7, 3 clicks of adomain 'monopoly-poker.com', 2 impressions of adomain 'productmadness.com' with mean price 5.2, 1 clicks of adomain 'productmadness.com', 1 clicks of adomain 'scopely.com', 2 impressions of adomain 'scopely.com' with mean price 4.5, 1 clicks of adomain 'scorewarrior.com', 1 impressions of adomain 'scorewarrior.com' with mean price 6.1, 2 clicks of adomain 'tech.pokergaga.net', 3 impressions of adomain 'tech.pokergaga.net' with mean price 5.8, 7 clicks of adomain 'underdogfantasy.com', 9 impressions of adomain 'underdogfantasy.com' with mean price 5.6, 8 impressions of adomain 'walmart.com' with mean price 4.9, 1 impressions of adomain 'welloflife.com' with mean price 4.6; 1 sessions in app 'net.peakgames.mobile.spades.android', 27 ad_requests with mean bid_floor 33.4];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-05 19:49:51;dc_15roundended_before_d8_timestamp is 45660.7385532407;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 4:05:57;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/com.block.juggle/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.997658803792231;partition is 458
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '';uuid is 'ba6f8e4b-51eb-492d-a9df-6cfcd7b9d995';bid_timestamp is '2025-02-07 17:56:57';device_id is '871da9c5-4c40-48c6-8daf-97c84e2002ce';biddate is '2025-02-07';country is 'USA';app is 'com.cardio.compass.bloodpressure';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 511 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vp';bid_floor is 14.5856 ;min_floor is 14.5856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-02-07 18:01:03;0_timestamp is 2025-02-07 18:01:03;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.cardio.compass.bloodpressure/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.740764016072282;partition is 1989
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '55adf195-a55a-40c8-b7a6-bc9b87cb2430';uuid is '3f36f6d8-e0a2-4b9e-a713-0d9ab5e999c9';bid_timestamp is '2025-01-12 8:48:37';device_id is '55adf195-a55a-40c8-b7a6-bc9b87cb2430';biddate is '2025-01-12';country is 'USA';app is 'com.blackout.gin';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 78.4576492472523;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 29.68;placement_historical_value is 67.201524;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 2674724 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 7.39;prior_theme_impressions_count is 1;prior_tag_clicks_count is 4 ;time_since_click is 2674700;hour is '2025-01-12 08:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app '-26VZYcaxeg7KdpuvwNjEdDOCOULvBYHlMRRHx_87CTdoJ8rwupq1tKZGQ2njBe03aqxf0mlzROtSrz0sOhMwU2EvW0c_2MCTWAcLfo3FZM', 0 ad_requests with mean bid_floor 0.0; 7 sessions in app 'air.com.beachbumgammon', 71 ad_requests with mean bid_floor 24.0; 1 sessions in app 'beetles.puzzle.solitaire', 41 ad_requests with mean bid_floor 13.5; 8 sessions in app 'co.aviagames.mtp.billiards.samsung', 31 ad_requests with mean bid_floor 86.0; 4 sessions in app 'com.MoneyBingo.LuckyRewards.CashGame.BigWinner', 18 ad_requests with mean bid_floor 30.2; 1 sessions in app 'com.RealMoneyBingo.WinCashRewards.BountyGam', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.TikGames.DominoMaster', 34 ad_requests with mean bid_floor 13.1; 11 sessions in app 'com.WhatWapp.Backgammon.Multiplayer', 36 ad_requests with mean bid_floor 23.3; 1 sessions in app 'com.bagelcode.slots1', 4 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.balloon.master.cube.match', 18 ad_requests with mean bid_floor 15.3, 1 impressions of adomain 'paintbynumber.app' with mean price 0.8; 1 sessions in app 'com.balloon.triple.match.master3d.game', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.belkatechnologies.clockmaker', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.bigcake.android.dicemerge', 53 ad_requests with mean bid_floor 4.4, 2 impressions of adomain 'adp.com' with mean price 1.2, 3 impressions of adomain 'advantagestorage.net' with mean price 1.1, 1 impressions of adomain 'amlegendhomes.com' with mean price 0.8, 2 impressions of adomain 'cdc.gov' with mean price 1.4, 1 impressions of adomain 'cedarcreekpools.com' with mean price 0.7, 2 impressions of adomain 'hrblock.com' with mean price 0.9, 1 impressions of adomain 'iclusig.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.9, 1 impressions of adomain 'pamhealth.com' with mean price 1.2; 1 sessions in app 'com.bingo.legends.game', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.bingoheaven.crazy.fungame', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.blackout.backgammon', 15 ad_requests with mean bid_floor 19.3; 1 sessions in app 'com.blackout.gin', 26 ad_requests with mean bid_floor 9.1, 2 impressions of adomain 'mobilityware.com' with mean price 1.8; 2 sessions in app 'com.blackout.spades', 44 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.brainium.solitairefree', 38 ad_requests with mean bid_floor 7.2; 4 sessions in app 'com.clean888.cleansuper.cleaner', 119 ad_requests with mean bid_floor 44.5, 1 clicks of adomain 'bingocash.com', 1 impressions of adomain 'bingocash.com' with mean price 223.9; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 14 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.deletedphotorecovery.filerecovery.restoredata', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.easybrain.backgammon.board.games', 232 ad_requests with mean bid_floor 60.2, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.7, 1 impressions of adomain 'depend.com' with mean price 0.6, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.4, 1 impressions of adomain 'freedomdodgechryslerjeepram.com' with mean price 0.7, 1 impressions of adomain 'goodnites.com' with mean price 0.6, 1 impressions of adomain 'metamucil.com' with mean price 1.2, 1 impressions of adomain 'moshy-dev.xyz' with mean price 0.2, 1 impressions of adomain 'placeholder.com' with mean price 0.7, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'secret.com' with mean price 0.2, 1 impressions of adomain 'stellaartois.com' with mean price 1.0, 1 impressions of adomain 'tnuck.com' with mean price 0.2; 1 sessions in app 'com.fiogonia.spades', 60 ad_requests with mean bid_floor 4.3; 3 sessions in app 'com.funcraft.farkle', 81 ad_requests with mean bid_floor 79.3; 2 sessions in app 'com.funtomic.matchmasters', 2 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.gameberrylabs.backgammonfriends', 51 ad_requests with mean bid_floor 10.0; 4 sessions in app 'com.goods.master3d.triple.puzzle', 259 ad_requests with mean bid_floor 199.4, 1 impressions of adomain 'sharecare.com' with mean price 0.5; 2 sessions in app 'com.hyilmaz.spades', 79 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.idle.food.bar.tycoon', 17 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.innplaylabs.animalkingdomraid', 50 ad_requests with mean bid_floor 546.8; 1 sessions in app 'com.kamagames.keno', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.mattel163.phase10', 56 ad_requests with mean bid_floor 251.1; 4 sessions in app 'com.menagerie.merge.fun.avatar', 55 ad_requests with mean bid_floor 2.7; 2 sessions in app 'com.merge.mania.fruit.wonderful', 12 ad_requests with mean bid_floor 2.2; 3 sessions in app 'com.merge.vogue.hue.amazing', 24 ad_requests with mean bid_floor 41.0; 1 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 11 ad_requests with mean bid_floor 2.4; 3 sessions in app 'com.miniclip.eightballpool', 16 ad_requests with mean bid_floor 14.7; 5 sessions in app 'com.mustardgames.police.bike.stunt.mega.ramp.impossibletracks', 77 ad_requests with mean bid_floor 41.6; 1 sessions in app 'com.mytona.seekersnotes.android', 4 ad_requests with mean bid_floor 85.5; 1 sessions in app 'com.newpubco.spades', 26 ad_requests with mean bid_floor 65.2, 1 impressions of adomain 'bestweb3.com' with mean price 1.0, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 7.9, 1 impressions of adomain 'com.fortune2.tide' with mean price 5.8, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.8, 1 impressions of adomain 'jorisson.com' with mean price 0.9, 1 impressions of adomain 'murka.com' with mean price 0.8, 1 impressions of adomain 'spinxgames.com' with mean price 2.1; 1 sessions in app 'com.opgames.mahjongtile.gp', 12 ad_requests with mean bid_floor 113.8, 1 impressions of adomain 'jorisson.com' with mean price 7.2; 1 sessions in app 'com.otsbet.app', 6 ad_requests with mean bid_floor 0.0; 12 sessions in app 'com.papaya.bingocash', 46 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.papaya.bubblecash', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.pj.mobilesecurity.antivirus', 11 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.playvalve.connect.dots', 20 ad_requests with mean bid_floor 56.1; 1 sessions in app 'com.playvalve.crossword', 38 ad_requests with mean bid_floor 226.7; 8 sessions in app 'com.playvalve.dominoes', 747 ad_requests with mean bid_floor 180.1, 1 clicks of adomain 'bingocash.com', 1 impressions of adomain 'bingocash.com' with mean price 226.8; 1 sessions in app 'com.playvalve.solitaire', 44 ad_requests with mean bid_floor 45.0, 1 impressions of adomain 'amazon.com' with mean price 1.1, 1 impressions of adomain 'bidease.com_101931' with mean price 2.0, 1 impressions of adomain 'lastminute.com' with mean price 2.0; 12 sessions in app 'com.playvalve.solitaire.spider', 1819 ad_requests with mean bid_floor 106.6, 5 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'exmox.com' with mean price 1.3, 1 impressions of adomain 'magairports.com' with mean price 0.3, 1 impressions of adomain 'mistplay.com' with mean price 0.5, 3 impressions of adomain 'morganandco.com' with mean price 0.9, 2 impressions of adomain 'mybambu.com' with mean price 2.7, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 3 impressions of adomain 'tovala.com' with mean price 0.9, 2 clicks of adomain 'www.niuaigo.com', 2 impressions of adomain 'www.niuaigo.com' with mean price 81.7; 1 sessions in app 'com.playvalve.spades', 22 ad_requests with mean bid_floor 91.4; 1 sessions in app 'com.playvalve.tc', 63 ad_requests with mean bid_floor 127.1; 10 sessions in app 'com.playvalve.yatzy', 4172 ad_requests with mean bid_floor 219.4, 5 impressions of adomain 'jorisson.com' with mean price 20.9, 1 impressions of adomain 'paintbynumber.app' with mean price 0.8, 3 impressions of adomain 'ulta.com' with mean price 1.6; 1 sessions in app 'com.purplekiwii.vegaskeno', 4 ad_requests with mean bid_floor 16.0; 2 sessions in app 'com.redcell.goldandgoblins', 8 ad_requests with mean bid_floor 10.6; 3 sessions in app 'com.solitaire.cards.deluxe', 33 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.tonia.shelf.match.money.market.gain', 13 ad_requests with mean bid_floor 10.6; 1 sessions in app 'com.traffic.though.simply', 11 ad_requests with mean bid_floor 10.8; 2 sessions in app 'com.tripledot.solitaire', 19 ad_requests with mean bid_floor 22.7; 1 sessions in app 'com.tsoft.pdfreader', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.utils.antivirustoolkit', 52 ad_requests with mean bid_floor 83.5; 1 sessions in app 'com.vitastudio.spider', 16 ad_requests with mean bid_floor 11.9, 1 impressions of adomain 'reyeslaw.com' with mean price 0.8; 1 sessions in app 'com.vizorapps.klondike', 2 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.volleyball.beach.leisurely.merge', 12 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 2 ad_requests with mean bid_floor 146.7; 12 sessions in app 'com.zynga.backgammonplus', 172 ad_requests with mean bid_floor 49.2; 4 sessions in app 'games.conifer.card.spider.solitaire.free', 17 ad_requests with mean bid_floor 23.5; 4 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 271 ad_requests with mean bid_floor 9.3, 2 clicks of adomain 'com.tacticalsyndicate.assess', 2 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 65.0, 1 impressions of adomain 'spinxgames.com' with mean price 2.2, 3 impressions of adomain 'temu.com' with mean price 51.3; 2 sessions in app 'gin.rummy.plus.free.online.offline.classic.card.game', 37 ad_requests with mean bid_floor 8.2; 5 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 156 ad_requests with mean bid_floor 8.6, 2 impressions of adomain 'betonline.ag' with mean price 0.9, 1 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'mistplay.com' with mean price 0.5, 2 impressions of adomain 'wildcasino.ag' with mean price 0.8; 3 sessions in app 'khawar_softs.blood_pressure_tracker.blood_pressure_checker.blood_pressure_diary.bp_checker_diary', 566 ad_requests with mean bid_floor 29.2; 6 sessions in app 'solitaire.collection.klondike.spider.card.games', 23 ad_requests with mean bid_floor 8.8; 1 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 21 ad_requests with mean bid_floor 13.5; 3 sessions in app 'spider.solitaire.classic.card.games.makeup', 13 ad_requests with mean bid_floor 21.7; 1 sessions in app 'spot.hidden.difference', 11 ad_requests with mean bid_floor 39.7];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45673.743900463;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-12 8:54:06;time_since_impression_in_hours is 742;channel is 'USA/I/bidmachine/com.blackout.gin/False/247';time_since_click_in_hours is 743;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.402882397818755;partition is 654
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '2ed6b26c-a684-4ecd-a172-da77989d1869';uuid is '2adfe8e2-d588-4abb-98f5-5874969e433f';bid_timestamp is '2024-12-23 11:06:29';device_id is '2ed6b26c-a684-4ecd-a172-da77989d1869';biddate is '2024-12-23';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 155.63073940969;target_cpi is 8.6511863073397;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 1.6112;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 2206981 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.08;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 2206966;hour is '2024-12-23 11:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[3 sessions in app 'and.lihuhu.woober', 107 ad_requests with mean bid_floor 58.3, 1 impressions of adomain 'cash.app' with mean price 0.4, 7 impressions of adomain 'onlinemediasolutions.com' with mean price 0.5, 2 impressions of adomain 'scandinaviandesigns.com' with mean price 1.3; 10 sessions in app 'com.bigcake.android.dicemerge', 425 ad_requests with mean bid_floor 18.0, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'brand-acumen-studios.com' with mean price 0.6, 1 impressions of adomain 'clorox.com' with mean price 0.6, 4 impressions of adomain 'colgate.com' with mean price 0.6, 2 impressions of adomain 'depend.com' with mean price 0.7, 2 impressions of adomain 'dlapiper.com' with mean price 2.5, 4 impressions of adomain 'ecoatm.com' with mean price 1.5, 3 impressions of adomain 'goodnites.com' with mean price 1.0, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'nutrafol.com' with mean price 1.5, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.6, 1 impressions of adomain 'onlyreliable.com' with mean price 0.7, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'paulmitchell.com' with mean price 0.5, 3 impressions of adomain 'philips-hue.com' with mean price 0.7, 4 impressions of adomain 'philips.com' with mean price 0.9, 1 impressions of adomain 'pittsburghdiscinstitute.com' with mean price 2.3, 5 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'starbucks.com' with mean price 0.6, 2 impressions of adomain 'todayshomeinc.com' with mean price 0.9, 1 impressions of adomain 'vichyusa.com' with mean price 0.6; 16 sessions in app 'com.blackout.spades', 1055 ad_requests with mean bid_floor 32.8, 2 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'breezeline.com' with mean price 1.7, 2 impressions of adomain 'casino.draftkings.com' with mean price 0.9, 1 impressions of adomain 'hartfordhealthcareers.org' with mean price 1.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'newpub.co/hearts' with mean price 21.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'savethechildren.org' with mean price 0.7, 2 impressions of adomain 'starbucks.com' with mean price 0.3; 1 sessions in app 'com.claptofindphone.whistle.lostphonefinder.clapping', 2 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.fairy.tale.happy.paint.by.number.coloring.game', 10 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.lemon.lvoverseas', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.lutech.pianoapp', 2 ad_requests with mean bid_floor 67.0; 16 sessions in app 'com.make.audker.mipbui', 84 ad_requests with mean bid_floor 46.4; 71 sessions in app 'com.mattel163.phase10', 1011 ad_requests with mean bid_floor 2.5, 2 clicks of adomain 'metabolicmaintenance.com', 2 impressions of adomain 'metabolicmaintenance.com' with mean price 40.0; 2 sessions in app 'com.mwm.piano', 18 ad_requests with mean bid_floor 2.8; 13 sessions in app 'com.newpubco.spades', 554 ad_requests with mean bid_floor 13.3, 13 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'beiersdorf.com' with mean price 0.7, 1 impressions of adomain 'cash.app' with mean price 0.4, 2 impressions of adomain 'casino.draftkings.com' with mean price 10.7, 1 impressions of adomain 'centene.com' with mean price 0.6, 2 impressions of adomain 'citizensbank.com' with mean price 1.1, 1 impressions of adomain 'clorox.com' with mean price 0.5, 1 impressions of adomain 'dasher.doordash.com' with mean price 1.8, 1 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'directauto.com' with mean price 0.6, 1 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.7, 1 impressions of adomain 'go.ingredion.com' with mean price 0.5, 2 impressions of adomain 'goldennugget.com' with mean price 1.0, 2 impressions of adomain 'goodnes.com' with mean price 1.1, 2 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.6, 1 impressions of adomain 'ivory.com' with mean price 0.8, 2 impressions of adomain 'kindsnacks.com' with mean price 0.5, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 2 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'meadjohnson.com' with mean price 1.5, 2 impressions of adomain 'metamucil.com' with mean price 1.0, 3 impressions of adomain 'oakevergames.com' with mean price 36.3, 1 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'olay.com' with mean price 0.6, 7 impressions of adomain 'paramountplus.com' with mean price 0.7, 4 impressions of adomain 'paxlovid.com' with mean price 1.3, 1 impressions of adomain 'pgpro.com' with mean price 0.6, 2 impressions of adomain 'playtika.com' with mean price 0.7, 1 impressions of adomain 'primatene.com' with mean price 0.7, 2 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'samsclub.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 1.9, 1 impressions of adomain 'scopely.com' with mean price 0.3, 5 impressions of adomain 'scottbrand.com' with mean price 0.9, 1 impressions of adomain 'supertreat.net' with mean price 0.8, 11 impressions of adomain 'swishersweets.com' with mean price 1.2, 2 impressions of adomain 'tapclicks.com' with mean price 0.7, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'truecitrus.com' with mean price 0.8, 2 impressions of adomain 'upmc.com' with mean price 0.8, 2 impressions of adomain 'wkkellogg.com' with mean price 1.7, 1 impressions of adomain 'woodmenlife.com' with mean price 0.8, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.7; 3 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 4.7; 3 sessions in app 'in.playsimple.wordtrip', 11 ad_requests with mean bid_floor 8.0; 2 sessions in app 'net.zedge.android', 5 ad_requests with mean bid_floor 13.4; 2 sessions in app 'weather.forecast.channel.live', 4 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2024-12-31 19:44:02;dc_15roundended_before_d8_timestamp is 45650.7974421296;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-23 11:30:58;time_since_impression_in_hours is 613;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 613;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.104761673746206;partition is 654
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '45919870-c3d2-4953-bea9-f0bde1956168';uuid is '62f0ae10-23e0-4c41-b214-d7da4007f9fa';bid_timestamp is '2024-12-15 3:16:13';device_id is '45919870-c3d2-4953-bea9-f0bde1956168';biddate is '2024-12-15';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 14.289887;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 14.279887 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 782411 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.06;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 782405;hour is '2024-12-15 03:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[4 sessions in app 'com.Catobilli.PowerHero', 272 ad_requests with mean bid_floor 14.3; 1 sessions in app 'com.bacon.zdb.traffic.driving.simulator', 2 ad_requests with mean bid_floor 88.3; 5 sessions in app 'com.bigcake.android.classicdominoes', 184 ad_requests with mean bid_floor 22.9, 3 impressions of adomain 'amazon.com' with mean price 1.1, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 22.2; 9 sessions in app 'com.hyilmaz.rummy.gin', 57 ad_requests with mean bid_floor 0.1; 299 sessions in app 'com.metropcs.metrozone', 1467 ad_requests with mean bid_floor 101.8; 24 sessions in app 'com.mobilityware.CrazyEights', 2659 ad_requests with mean bid_floor 34.7, 4 impressions of adomain '9snail.com' with mean price 0.1, 14 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'applebees.com' with mean price 0.1, 5 impressions of adomain 'audible.com' with mean price 0.1, 4 impressions of adomain 'barstoolsportsbook.com' with mean price 0.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 28 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bidease.com' with mean price 0.1, 2 impressions of adomain 'caesars.com' with mean price 0.1, 6 impressions of adomain 'chime.com' with mean price 5.5, 6 clicks of adomain 'chime.com', 3 impressions of adomain 'discovery.com' with mean price 1.0, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 9 impressions of adomain 'dollargeneral.com' with mean price 0.6, 7 impressions of adomain 'doordash.com' with mean price 0.1, 2 impressions of adomain 'espnbet.com' with mean price 0.2, 3 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'facebook.com' with mean price 0.1, 1 impressions of adomain 'freecash.com' with mean price 0.1, 2 impressions of adomain 'governorofpoker.com' with mean price 2.7, 1 clicks of adomain 'governorofpoker.com', 6 impressions of adomain 'instacart.com' with mean price 0.1, 7 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 4 impressions of adomain 'justdice.io' with mean price 0.1, 2 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 0.1, 2 clicks of adomain 'mhitpoker.com', 3 impressions of adomain 'mhitpoker.com' with mean price 8.2, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 5 impressions of adomain 'paramountplus.com' with mean price 0.1, 3 impressions of adomain 'peacocktv.com' with mean price 0.1, 4 clicks of adomain 'pluto.tv', 15 impressions of adomain 'pluto.tv' with mean price 2.1, 13 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 5 impressions of adomain 'tech.pokergaga.net' with mean price 0.1, 3 impressions of adomain 'temu.com' with mean price 51.4, 19 impressions of adomain 'textnow.com' with mean price 0.1, 4 impressions of adomain 'tiktok.com' with mean price 6.4, 1 impressions of adomain 'us.betrivers.net' with mean price 0.1, 1 impressions of adomain 'valhalla-survival.com' with mean price 0.2, 7 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 5 impressions of adomain 'youtube.com' with mean price 0.1; 2 sessions in app 'com.mobilityware.Spades', 70 ad_requests with mean bid_floor 10.0; 3 sessions in app 'com.pieyel.scrabble', 25 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.sonypicturestelevision.jeopardycross', 2 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.tripledot.solitaire', 550 ad_requests with mean bid_floor 8.3, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bgfoods.com' with mean price 0.8, 5 impressions of adomain 'coca-cola.com' with mean price 0.9, 2 impressions of adomain 'delta.com' with mean price 0.4, 1 impressions of adomain 'enhertu.com' with mean price 1.0, 1 impressions of adomain 'eohilia.com' with mean price 1.3, 1 impressions of adomain 'fourwindscasino.com' with mean price 1.8, 1 impressions of adomain 'geico.com' with mean price 4.1, 1 impressions of adomain 'honda.com' with mean price 0.8, 1 impressions of adomain 'paypal.com' with mean price 0.9, 4 impressions of adomain 'subaru.com' with mean price 0.6, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.2; 7 sessions in app 'com.tripledot.woodoku', 947 ad_requests with mean bid_floor 13.6, 1 impressions of adomain 'drybarshops.com' with mean price 0.5, 1 impressions of adomain 'excedrin.com' with mean price 0.6, 1 impressions of adomain 'facebook.com' with mean price 0.2, 1 impressions of adomain 'geico.com' with mean price 0.9, 1 impressions of adomain 'hulu.com' with mean price 2.1, 1 impressions of adomain 'izervay.com' with mean price 2.0, 2 impressions of adomain 'mazdausa.com' with mean price 0.4, 4 impressions of adomain 'mccormick.com' with mean price 0.5, 2 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'ulta.com' with mean price 0.6, 3 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'voltarengel.com' with mean price 0.6, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.5; 3 sessions in app 'com.videostreamplayer.vidstream', 40 ad_requests with mean bid_floor 10.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 3.3; 7 sessions in app 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game', 322 ad_requests with mean bid_floor 13.9; 1 sessions in app 'sudoku.puzzle.free.game.brain', 8 ad_requests with mean bid_floor 3.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 217;channel is 'USA/V/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 217;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0854242511923809;partition is 654
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'a6ab76c9-2af4-4287-8ced-a355dd0b48af';uuid is 'f1b1872b-3460-4202-93d9-eedec8b16068';bid_timestamp is '2025-01-20 19:10:03';device_id is 'a6ab76c9-2af4-4287-8ced-a355dd0b48af';biddate is '2025-01-20';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 61.0592279284644;target_cpi is 2;campaign is 58071;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.02;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-20 19:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'com.enflick.android.TextNow', 1 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.gogii.textplus', 4 ad_requests with mean bid_floor 87.2; 1 sessions in app 'com.newpubco.spades', 15 ad_requests with mean bid_floor 9.6; 1 sessions in app 'com.peoplefun.wordcross', 11 ad_requests with mean bid_floor 6.8; 120 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 4216 ad_requests with mean bid_floor 15.2, 4 impressions of adomain 'chime.com' with mean price 9.2, 2 impressions of adomain 'com.quiz.talent.machine' with mean price 15.8, 4 impressions of adomain 'doordash.com' with mean price 4.4, 3 impressions of adomain 'marriott.com' with mean price 5.6, 1 impressions of adomain 'mcluck.com' with mean price 16.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 61.1, 1 clicks of adomain 'oakevergames.com', 8 impressions of adomain 'oakevergames.com' with mean price 13.7, 3 impressions of adomain 'productmadness.com' with mean price 29.2, 4 impressions of adomain 'scopely.com' with mean price 14.8, 1 impressions of adomain 'scorewarrior.com' with mean price 12.4, 3 impressions of adomain 'support.indeed.com' with mean price 8.8; 1 sessions in app 'com.textmeinc.freetone', 10 ad_requests with mean bid_floor 7.5; 8 sessions in app 'com.textmeinc.textme', 59 ad_requests with mean bid_floor 8.7, 6 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.7, 1 impressions of adomain 'joinpropel.com' with mean price 0.5; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.9; 1 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 9.0; 3 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 15.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-20 19:16:54;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.553675498766005;partition is 3458
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '2976dd4f-df1a-4805-ba2e-d034e34212fc';uuid is '7a16d175-e71c-4fe0-b33c-ab0e8558b75d';bid_timestamp is '2025-01-09 3:44:56';device_id is '2976dd4f-df1a-4805-ba2e-d034e34212fc';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 38.039867693414;target_cpi is 2.56678433148842;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 ;placement_historical_value is 10.212481;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 439484 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.94;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 439478;hour is '2025-01-09 03:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 3 ad_requests with mean bid_floor 1.8; 48 sessions in app 'com.blackout.spades', 5800 ad_requests with mean bid_floor 36.4, 4 impressions of adomain 'amazon.com' with mean price 0.8, 2 impressions of adomain 'checkout51.com' with mean price 0.4, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'pizzaranch.com' with mean price 0.4, 2 impressions of adomain 'toppers.ca' with mean price 0.4, 1 impressions of adomain 'zales.com' with mean price 0.9; 1 sessions in app 'com.callapp.callerid.spamcallblocker', 1 ad_requests with mean bid_floor 129.2; 13 sessions in app 'com.easybrain.jigsaw.puzzles', 3480 ad_requests with mean bid_floor 12.5, 2 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'bacarts.com' with mean price 0.1, 3 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'bindright.com' with mean price 0.0, 1 impressions of adomain 'chryslerwinona.net' with mean price 0.7, 1 impressions of adomain 'coca-cola.com' with mean price 0.9, 1 impressions of adomain 'coca-colacompany.com' with mean price 2.0, 10 impressions of adomain 'coorslight.com' with mean price 0.7, 1 impressions of adomain 'countingmypennies.com' with mean price 0.0, 1 impressions of adomain 'crypto.com' with mean price 0.0, 4 impressions of adomain 'dailymentalvitamins.com' with mean price 0.0, 1 impressions of adomain 'designhouse.design' with mean price 2.0, 2 impressions of adomain 'doordash.com' with mean price 0.1, 3 impressions of adomain 'drinkhint.com' with mean price 1.2, 2 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'finishdishwashing.com' with mean price 1.0, 2 impressions of adomain 'geico.com' with mean price 0.9, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 3 impressions of adomain 'goodnes.com' with mean price 0.7, 1 impressions of adomain 'gurugame.ai' with mean price 0.1, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 7 impressions of adomain 'huggies.com' with mean price 0.1, 2 impressions of adomain 'huntington.com' with mean price 0.8, 2 impressions of adomain 'indeed.com' with mean price 0.0, 1 impressions of adomain 'kellanova.com' with mean price 0.4, 1 impressions of adomain 'metamucil.com' with mean price 0.3, 2 impressions of adomain 'mintmobile.com' with mean price 0.1, 1 impressions of adomain 'no7beauty.com' with mean price 0.6, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'paint.by.number' with mean price 0.0, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 11 impressions of adomain 'paxlovid.com' with mean price 0.5, 1 impressions of adomain 'pedialyte.com' with mean price 0.7, 23 impressions of adomain 'performancefoodservice.com' with mean price 0.2, 1 impressions of adomain 'prilosecotc.com' with mean price 0.6, 5 impressions of adomain 'progressivecommercial.com' with mean price 0.1, 3 impressions of adomain 'samsclub.com' with mean price 0.3, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'sfmic.com' with mean price 0.3, 1 impressions of adomain 'silversneakers.com' with mean price 0.6, 5 impressions of adomain 'spectrum.com' with mean price 1.9, 1 impressions of adomain 'speedway.com' with mean price 0.7, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'theautopian.com' with mean price 0.6, 1 impressions of adomain 'ulta.com' with mean price 0.3, 6 impressions of adomain 'verizon.com' with mean price 0.1, 3 impressions of adomain 'walmart.com' with mean price 0.1, 2 impressions of adomain 'yourhealthagent.com' with mean price 0.0; 2 sessions in app 'com.mergegames.gossipharbor', 8 ad_requests with mean bid_floor 86.5; 2 sessions in app 'com.mistplay.mistplay', 0 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.newpubco.spades', 217 ad_requests with mean bid_floor 4.7, 2 impressions of adomain 'afrin.com' with mean price 0.4, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'americansforprosperity.org' with mean price 0.8, 4 impressions of adomain 'beiersdorf.com' with mean price 0.5, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'jewelosco.com' with mean price 0.3, 1 impressions of adomain 'mazdausa.com' with mean price 0.8, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'orgovyx.com' with mean price 1.5, 2 impressions of adomain 'overheaddoor7riversregion.com' with mean price 0.9, 3 impressions of adomain 'paxlovid.com' with mean price 1.0, 3 impressions of adomain 'performancefoodservice.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 0.5, 4 impressions of adomain 'spectrum.com' with mean price 2.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 0.4, 2 impressions of adomain 'vicks.com' with mean price 0.9, 2 impressions of adomain 'visitorlando.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.solitaire.cards.deluxe', 4 ad_requests with mean bid_floor 0.5; 1 sessions in app 'com.solitarie.card.regal.game', 11 ad_requests with mean bid_floor 28.6; 2 sessions in app 'com.space.galaxy.shooter.alien.war', 53 ad_requests with mean bid_floor 18.8; 2 sessions in app 'com.staplegames.dice', 12 ad_requests with mean bid_floor 49.3; 12 sessions in app 'com.tile.match.blockpuzzle', 1482 ad_requests with mean bid_floor 17.9; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.vitastudio.mahjong', 11 ad_requests with mean bid_floor 16.9; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 8.4; 4 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 9.6];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-14 21:07:39;dc_15roundended_before_d8_timestamp is 45667.7380671296;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-09 3:48:15;time_since_impression_in_hours is 122;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 0.530434639137259;partition is 377
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'd5895a45-b61d-4a7a-bfd8-8a5386ce13c0';uuid is '8b9bb40a-28b1-400b-9058-82658b796514';bid_timestamp is '2025-01-01 23:24:37';device_id is 'd5895a45-b61d-4a7a-bfd8-8a5386ce13c0';biddate is '2025-01-01';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 57.9821081506131;target_cpi is 1.1797159379115;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 70.196407;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.54;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-01 23:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[1 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 23 ad_requests with mean bid_floor 15.0; 82 sessions in app 'com.vitastudio.mahjong', 441 ad_requests with mean bid_floor 22.7, 1 impressions of adomain 'pinterest.com' with mean price 125.3; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 3.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-01 23:30:02;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0109288263415586;partition is 3271
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '4a41cd3b-7184-4987-853b-d13c20e0ca29';uuid is '0ee67b4c-5199-45c5-8ef8-82fb3c1994e9';bid_timestamp is '2024-12-15 1:21:25';device_id is '4a41cd3b-7184-4987-853b-d13c20e0ca29';biddate is '2024-12-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.05208275740171;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is 5.250665;third_party_bid_price is ;prior_tag_impressions_count is 78 ;time_since_impression is 5894025 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.57;prior_theme_impressions_count is 78;prior_tag_clicks_count is 9 ;time_since_click is 5894021;hour is '2024-12-15 01:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[1 sessions in app 'com.blackjack.casino.card.solitaire', 1 ad_requests with mean bid_floor 66.0; 46 sessions in app 'com.blackout.spades', 12890 ad_requests with mean bid_floor 25.9, 27 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'apple.com' with mean price 1.1, 2 impressions of adomain 'arlo.com' with mean price 5.2, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'gvokeglucagon.com' with mean price 1.2, 1 impressions of adomain 'mikmak.com' with mean price 1.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 15.7, 1 impressions of adomain 'perdue.com' with mean price 10.7, 2 impressions of adomain 'postconsumerbrands.com' with mean price 0.6, 1 impressions of adomain 'victorpetfood.com' with mean price 1.1, 1 impressions of adomain 'walmart.com' with mean price 0.5; 2 sessions in app 'com.fiogonia.dominoes', 42 ad_requests with mean bid_floor 54.5; 45 sessions in app 'com.kamagames.pokerist', 91 ad_requests with mean bid_floor 4.8; 3 sessions in app 'com.smknegerisurakarta.shelforganizationsortgame', 127 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 6.3; 4 sessions in app 'com.unique.myDinosaur', 160 ad_requests with mean bid_floor 6.1; 2 sessions in app 'com.virtual.mother.simulator.mom.game', 8 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.wordgame.words.connect', 2 ad_requests with mean bid_floor 12.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1637;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1637;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.386611109540354;partition is 3271
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '8389ff8c-1ced-459e-99f1-ec5bb18f6634';uuid is '804df111-1143-4d43-93da-6edaa4b5b7c7';bid_timestamp is '2025-01-02 1:09:27';device_id is '8389ff8c-1ced-459e-99f1-ec5bb18f6634';biddate is '2025-01-02';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 26.7316953148552;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 70.666667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 595347 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.96;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is 595341;hour is '2025-01-02 01:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'com.acoin.ballz.bricks.breaker', 20 ad_requests with mean bid_floor 39.5; 14 sessions in app 'com.digitalchemy.calculator.freedecimal', 50 ad_requests with mean bid_floor 130.2; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.8; 142 sessions in app 'com.grindrapp.android', 1155 ad_requests with mean bid_floor 2.8; 35 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 515 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 4.0; 2 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 8.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 1:12:49;time_since_impression_in_hours is 165;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 165;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.858656056968196;partition is 960
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '3306d5f4-1a82-4f97-86b8-25bc00fe5663';uuid is 'be76ebc0-028b-400c-87a3-afa67cdaeb0b';bid_timestamp is '2025-01-27 14:39:54';device_id is '3306d5f4-1a82-4f97-86b8-25bc00fe5663';biddate is '2025-01-27';country is 'USA';app is 'com.mobilityware.freecell';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 22.2886938145548;target_cpi is 0.444058362134243;campaign is 58068;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 5.0562 ;min_floor is ;bidmachine_placement_value is 3;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 418731 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.15;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 418725;hour is '2025-01-27 14:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'bridge.card.game.offline.trick.bid.online.multiplayer.poker.tournament', 5 ad_requests with mean bid_floor 2.4; 3 sessions in app 'com.boostypro.android', 9 ad_requests with mean bid_floor 0.2; 7 sessions in app 'com.bridgebase.BridgeBase', 21 ad_requests with mean bid_floor 30.4; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.dosecureme', 2 ad_requests with mean bid_floor 5.2; 28 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 1797 ad_requests with mean bid_floor 13.2, 1 clicks of adomain '1000bulbs.com', 3 impressions of adomain '1000bulbs.com' with mean price 9.2, 1 impressions of adomain 'accutechcom.com' with mean price 2.7, 1 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'courthouselofts.net' with mean price 0.8, 3 impressions of adomain 'drfechner.com' with mean price 1.2, 1 impressions of adomain 'gatorade.com' with mean price 0.6, 2 impressions of adomain 'geostabilization.com' with mean price 0.6, 1 impressions of adomain 'glowessentialsco.com' with mean price 6.8, 2 impressions of adomain 'harrcollision.com' with mean price 1.6, 1 impressions of adomain 'hystlerunn.com' with mean price 0.4, 1 impressions of adomain 'joico.com' with mean price 0.6, 2 impressions of adomain 'kay.com' with mean price 0.7, 1 impressions of adomain 'millburycu.com' with mean price 1.3, 1 impressions of adomain 'millerfence.com' with mean price 0.6, 1 impressions of adomain 'mortonbuildings.com' with mean price 0.6, 1 impressions of adomain 'newenglandoralsurgery.com' with mean price 1.4, 5 impressions of adomain 'nord-lock.com' with mean price 1.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.5, 2 impressions of adomain 'olly.com' with mean price 0.4, 3 impressions of adomain 'proautomotivema.com' with mean price 0.7, 1 impressions of adomain 'shaws.com' with mean price 0.7, 1 impressions of adomain 'simplyhatfield.com' with mean price 0.9, 2 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.5, 28 impressions of adomain 'thecornerstonebank.net' with mean price 1.5, 7 impressions of adomain 'wegovy.com' with mean price 0.8, 12 impressions of adomain 'ymcaofcm.org' with mean price 1.1, 1 impressions of adomain 'zales.com' with mean price 0.7, 4 impressions of adomain 'zawadalaw.com' with mean price 1.4; 1 sessions in app 'com.mobilityware.freecell', 21 ad_requests with mean bid_floor 7.8, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 25.0; 1 sessions in app 'com.newpubco.klondikesolitaire', 11 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.otsbet.app', 9 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.securecare', 11 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.solitaire.card', 5 ad_requests with mean bid_floor 15.5, 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 111.7; 1 sessions in app 'com.solitaire.cards.deluxe', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'freecell.solitaire.card.games.free.carta.blanca', 4 ad_requests with mean bid_floor 43.5; 1 sessions in app 'freecell.solitaire.cardgames.puzzle.free.offline.klondike.patience', 7 ad_requests with mean bid_floor 2.7; 1 sessions in app 'freecell.solitaire.free.cardgame.king.spades.klondike.no.ads.pro.patience', 9 ad_requests with mean bid_floor 1.8; 1 sessions in app 'revive.app', 2 ad_requests with mean bid_floor 3.1];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 2025-01-27 14:42:30;time_since_impression_in_hours is 116;channel is 'USA/I/bidmachine/com.mobilityware.freecell/False/192';time_since_click_in_hours is 116;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.530298676376292;partition is 3161
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'a32d1feb-af03-4420-a10a-baac023b95c6';uuid is '1f799fad-2e1c-4f0d-a8c4-c6e82e216c12';bid_timestamp is '2025-02-07 8:11:48';device_id is 'a32d1feb-af03-4420-a10a-baac023b95c6';biddate is '2025-02-07';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 25;target_cpi is 3.71999999999999;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 've';bid_floor is 5.0244 ;min_floor is 5.0244 ;bidmachine_placement_value is 32.615385;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 31 ;time_since_impression is 37609580 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 31;prior_tag_clicks_count is 12 ;time_since_click is 40193404;hour is '2025-02-07 08:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'beetles.puzzle.solitaire', 3 ad_requests with mean bid_floor 32.3; 1 sessions in app 'co.aviagames.mtp.billiards.samsung', 8 ad_requests with mean bid_floor 4.4; 3 sessions in app 'com.blackout.match3', 99 ad_requests with mean bid_floor 16.1, 1 impressions of adomain 'betta-games.net' with mean price 0.3, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 0.3, 1 impressions of adomain 'com.asselin.android.luckylegends' with mean price 0.4, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.3, 1 clicks of adomain 'com.solvabet.zeus', 2 impressions of adomain 'com.solvabet.zeus' with mean price 71.1, 2 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 49.2, 1 impressions of adomain 'freecash.com' with mean price 0.6, 1 impressions of adomain 'instacart.com' with mean price 0.3, 3 impressions of adomain 'jorisson.com' with mean price 0.3, 9 impressions of adomain 'papayagaming.com' with mean price 0.8, 1 impressions of adomain 'playtika.com' with mean price 0.4, 1 impressions of adomain 'self.inc' with mean price 0.3; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 2 ad_requests with mean bid_floor 5.0; 3 sessions in app 'com.bubbleshooter.origin.classic.puzzle', 145 ad_requests with mean bid_floor 88.2; 2 sessions in app 'com.esports.solitaire.android', 11 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.findgame.android.word', 15 ad_requests with mean bid_floor 11.2; 2 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 1.7; 2 sessions in app 'com.goods.master3d.triple.puzzle', 78 ad_requests with mean bid_floor 173.8, 1 impressions of adomain 'dave.com' with mean price 0.3, 1 impressions of adomain 'xifaxan.com' with mean price 2.0; 1 sessions in app 'com.hideseek.solacesolitaire', 32 ad_requests with mean bid_floor 7.4, 1 impressions of adomain 'betta-games.net' with mean price 0.6, 1 impressions of adomain 'com.asselin.android.luckylegends' with mean price 0.5, 1 impressions of adomain 'com.asselin.android.wildlegends' with mean price 0.4, 1 impressions of adomain 'numerator.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 0.5, 1 impressions of adomain 'productmadness.com' with mean price 0.7, 1 impressions of adomain 'spinxgames.com' with mean price 0.7; 2 sessions in app 'com.innovation.solitairedash.sm', 9 ad_requests with mean bid_floor 5.1; 4 sessions in app 'com.jelly.tile.sparkle.fun.breeze', 731 ad_requests with mean bid_floor 22.0; 5 sessions in app 'com.lucky.sweepstakes.match.cash.paypal.win', 127 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.megarewards.scratchcardgo', 6 ad_requests with mean bid_floor 110.0; 12 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 317 ad_requests with mean bid_floor 9.5; 242 sessions in app 'com.metropcs.metrozone', 1115 ad_requests with mean bid_floor 105.9; 1 sessions in app 'com.mobilityware.Spades', 1 ad_requests with mean bid_floor 5.1; 3 sessions in app 'com.molkk.android.wordswin', 60 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.money.time', 1 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.moon.dental.whether.origin', 23 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.newpubco.spades', 22 ad_requests with mean bid_floor 18.4; 7 sessions in app 'com.packadom.cansyummy', 290 ad_requests with mean bid_floor 7.5, 1 impressions of adomain 'bubble-cash.com' with mean price 49.2; 1 sessions in app 'com.papaya.solitairecash', 2 ad_requests with mean bid_floor 1.1; 23 sessions in app 'com.playvalve.ballsort', 4570 ad_requests with mean bid_floor 105.6, 3 clicks of adomain 'app.joinpogo.com', 8 impressions of adomain 'app.joinpogo.com' with mean price 35.3, 1 clicks of adomain 'benjaminone.com', 2 impressions of adomain 'benjaminone.com' with mean price 46.1, 1 impressions of adomain 'elevatetrampolinepark.com' with mean price 0.9, 1 clicks of adomain 'freecash.com', 3 impressions of adomain 'freecash.com' with mean price 35.8, 2 impressions of adomain 'intuit.com' with mean price 4.7, 3 impressions of adomain 'kovocredit.com' with mean price 39.8, 1 impressions of adomain 'lernerandrowelawgroup.com' with mean price 0.9, 1 impressions of adomain 'migraine.com' with mean price 1.0, 15 impressions of adomain 'papayagaming.com' with mean price 0.9, 1 impressions of adomain 'scrambly.io' with mean price 0.5, 1 impressions of adomain 'self.inc' with mean price 34.5, 3 impressions of adomain 'temu.com' with mean price 42.1; 3 sessions in app 'com.playvalve.connect.dots', 504 ad_requests with mean bid_floor 118.8, 1 impressions of adomain 'benjaminone.com' with mean price 42.9, 2 impressions of adomain 'papayagaming.com' with mean price 1.0; 86 sessions in app 'com.playvalve.dominoes', 26760 ad_requests with mean bid_floor 160.5, 1 clicks of adomain 'benjaminone.com', 1 impressions of adomain 'benjaminone.com' with mean price 47.8, 1 impressions of adomain 'bingocash.com' with mean price 1.6, 1 impressions of adomain 'bubble-cash.com' with mean price 4.9, 1 impressions of adomain 'intuit.com' with mean price 1.2, 2 clicks of adomain 'jorisson.com', 9 impressions of adomain 'jorisson.com' with mean price 54.0, 1 clicks of adomain 'kovocredit.com', 1 impressions of adomain 'kovocredit.com' with mean price 41.0, 94 impressions of adomain 'papayagaming.com' with mean price 10.4, 7 impressions of adomain 'temu.com' with mean price 56.8, 3 impressions of adomain 'tickets.holdmyticket.com' with mean price 1.3, 5 impressions of adomain 'tiktok.com' with mean price 1.9, 1 impressions of adomain 'walgreens.com' with mean price 1.5; 11 sessions in app 'com.playvalve.solitaire', 815 ad_requests with mean bid_floor 185.8, 1 impressions of adomain 'migraine.com' with mean price 0.8, 2 impressions of adomain 'papayagaming.com' with mean price 0.9; 2 sessions in app 'com.playvalve.solitaire.spider', 133 ad_requests with mean bid_floor 109.8, 1 impressions of adomain 'amazon.com' with mean price 0.8; 41 sessions in app 'com.playvalve.spades', 5408 ad_requests with mean bid_floor 102.3, 1 impressions of adomain 'alkaseltzer.com' with mean price 0.8, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 clicks of adomain 'benjaminone.com', 1 impressions of adomain 'benjaminone.com' with mean price 29.5, 1 impressions of adomain 'bubble-cash.com' with mean price 2.6, 4 impressions of adomain 'coca-cola.com' with mean price 0.4, 1 impressions of adomain 'cslplasma.com' with mean price 1.3, 1 impressions of adomain 'elevatetrampolinepark.com' with mean price 0.8, 3 impressions of adomain 'indeed.com' with mean price 2.1, 5 impressions of adomain 'instagram.com' with mean price 0.6, 1 impressions of adomain 'intuit.com' with mean price 1.9, 1 impressions of adomain 'jorisson.com' with mean price 0.6, 4 impressions of adomain 'lernerandrowelawgroup.com' with mean price 1.1, 3 impressions of adomain 'miniyxw.com' with mean price 44.3, 1 impressions of adomain 'newpub.co/spades' with mean price 25.0, 1 clicks of adomain 'newpub.co/spades', 23 impressions of adomain 'papayagaming.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.9, 2 impressions of adomain 'republicoftea.com' with mean price 0.6, 2 impressions of adomain 'toyota.com' with mean price 0.8, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'zales.com' with mean price 0.6; 1 sessions in app 'com.playvalve.tc', 35 ad_requests with mean bid_floor 112.4; 1 sessions in app 'com.playvalve.tm', 3 ad_requests with mean bid_floor 11.4; 14 sessions in app 'com.playvalve.watersort', 2051 ad_requests with mean bid_floor 162.0, 1 impressions of adomain 'papayagaming.com' with mean price 2.1, 1 impressions of adomain 'remax.com' with mean price 0.8, 6 impressions of adomain 'temu.com' with mean price 36.4; 1 sessions in app 'com.playvalve.wsjourney', 184 ad_requests with mean bid_floor 108.1, 6 impressions of adomain 'amazon.com' with mean price 0.9, 5 impressions of adomain 'papayagaming.com' with mean price 0.5; 2 sessions in app 'com.playvalve.yatzy', 94 ad_requests with mean bid_floor 202.6, 2 impressions of adomain 'intuit.com' with mean price 1.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.9, 1 impressions of adomain 'papayagaming.com' with mean price 1.0; 3 sessions in app 'com.reelrush.video.mobilink', 47 ad_requests with mean bid_floor 5.0; 4 sessions in app 'com.tile.town.puzzle.master.match', 504 ad_requests with mean bid_floor 14.2, 1 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'app.joinpogo.com' with mean price 25.4, 6 clicks of adomain 'benjaminone.com', 6 impressions of adomain 'benjaminone.com' with mean price 32.2, 5 clicks of adomain 'com.solvabet.zeus', 5 impressions of adomain 'com.solvabet.zeus' with mean price 37.9, 3 clicks of adomain 'com.tacticalsyndicate.assess', 4 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 23.3, 2 clicks of adomain 'freecash.com', 2 impressions of adomain 'freecash.com' with mean price 20.5, 2 clicks of adomain 'jorisson.com', 3 impressions of adomain 'jorisson.com' with mean price 40.0; 2 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.up.up.study.copper', 71 ad_requests with mean bid_floor 9.3, 2 clicks of adomain 'papayagaming.com', 2 impressions of adomain 'papayagaming.com' with mean price 14.8, 2 clicks of adomain 'playtika.com', 2 impressions of adomain 'playtika.com' with mean price 22.6; 6 sessions in app 'com.volleyball.beach.leisurely.merge', 172 ad_requests with mean bid_floor 6.0; 5 sessions in app 'in.playsimple.wordtrip', 17 ad_requests with mean bid_floor 12.9; 1 sessions in app 'io.at.cash.dream', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'io.randomco.travel', 8 ad_requests with mean bid_floor 344.8; 1 sessions in app 'topgame.wondertile.com', 3 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 8:20:53;time_since_impression_in_hours is 10447;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 11165;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.250549464400225;partition is 73
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'b1052a76-822b-4ecc-ad1a-105ac313c562';uuid is 'f69a7d18-f99e-435c-a2f2-b2076bf55892';bid_timestamp is '2025-02-03 15:53:33';device_id is 'b1052a76-822b-4ecc-ad1a-105ac313c562';biddate is '2025-02-03';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 16.2517598247079;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 44.166667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 215750 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.66;prior_theme_impressions_count is 15;prior_tag_clicks_count is 10 ;time_since_click is 1458384;hour is '2025-02-03 15:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[49 sessions in app 'com.americasbestpics', 81 ad_requests with mean bid_floor 0.7; 132 sessions in app 'com.bas.hit.volm.dy', 458 ad_requests with mean bid_floor 0.5, 2 impressions of adomain 'textnow.com' with mean price 8.9; 3 sessions in app 'com.filerecovery.plus', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.spades', 28 ad_requests with mean bid_floor 30.3; 13 sessions in app 'com.flyingwhalegames.carout', 951 ad_requests with mean bid_floor 17.8, 1 impressions of adomain 'albertlee.biz' with mean price 0.1, 1 impressions of adomain 'greystar.com' with mean price 0.2, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'pokemongolive.com' with mean price 0.2, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.1; 1 sessions in app 'com.gma.water.sort.puzzle', 3 ad_requests with mean bid_floor 9.8; 95 sessions in app 'com.metropcs.metrozone', 673 ad_requests with mean bid_floor 89.9; 18 sessions in app 'com.mobilityware.Spades', 2613 ad_requests with mean bid_floor 12.3, 1 clicks of adomain '5star-software.com', 2 impressions of adomain '5star-software.com' with mean price 3.9, 1 impressions of adomain 'boombeauty.com' with mean price 5.9, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 2.9, 1 clicks of adomain 'doc-hosting.flycricket.io', 1 impressions of adomain 'doc-hosting.flycricket.io' with mean price 3.6, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 3.4, 1 clicks of adomain 'qtonz.com', 1 impressions of adomain 'qtonz.com' with mean price 3.9, 1 clicks of adomain 'recoveralltool.com', 1 impressions of adomain 'recoveralltool.com' with mean price 3.5, 1 impressions of adomain 'tech.pokergaga.net' with mean price 2.6; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 25 ad_requests with mean bid_floor 0.4; 3 sessions in app 'com.newpubco.spades', 355 ad_requests with mean bid_floor 24.3, 2 impressions of adomain 'benbridge.com' with mean price 0.6, 1 impressions of adomain 'divisiond.com' with mean price 0.6, 3 impressions of adomain 'honda.com' with mean price 0.7, 3 impressions of adomain 'hyundaiusa.com' with mean price 1.2, 6 impressions of adomain 'jetcityharley.com' with mean price 0.6; 3 sessions in app 'com.pdf.note.reader', 6 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.peoplefun.wordcross', 22 ad_requests with mean bid_floor 5.6; 37 sessions in app 'com.playvalve.spades', 4360 ad_requests with mean bid_floor 71.8, 2 impressions of adomain 'albertsons.com' with mean price 0.3, 22 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'arlo.com' with mean price 0.4, 1 impressions of adomain 'armra.com' with mean price 0.8, 1 impressions of adomain 'arubanetworks.com' with mean price 0.5, 4 impressions of adomain 'deltafaucet.com' with mean price 0.5, 1 impressions of adomain 'dominos.com' with mean price 0.8, 2 impressions of adomain 'duracell.com' with mean price 0.4, 2 impressions of adomain 'electrolux.com' with mean price 0.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 5 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'hsbc.com' with mean price 0.3, 5 impressions of adomain 'lenovo.com' with mean price 0.4, 2 impressions of adomain 'mechanix.com' with mean price 0.5, 5 impressions of adomain 'panasonic.com' with mean price 0.4, 1 impressions of adomain 'sliding.toys' with mean price 0.2, 1 impressions of adomain 'tommy.com' with mean price 0.9, 1 impressions of adomain 'unilever.com' with mean price 0.5, 7 impressions of adomain 'uwmedicine.org' with mean price 0.7, 4 impressions of adomain 'yeswelder.com' with mean price 0.5; 10 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 477 ad_requests with mean bid_floor 16.2, 11 clicks of adomain 'newpub.co/spades', 11 impressions of adomain 'newpub.co/spades' with mean price 17.4; 2 sessions in app 'com.tripledot.spades', 21 ad_requests with mean bid_floor 21.7; 6 sessions in app 'com.tripledot.woodoku', 18 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.vitastudio.solitaire', 2 ad_requests with mean bid_floor 9.6; 7 sessions in app 'com.zynga.ozmatch', 621 ad_requests with mean bid_floor 77.6; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 10.9; 14 sessions in app 'in.playsimple.wordtrip', 91 ad_requests with mean bid_floor 56.2; 28 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 648 ad_requests with mean bid_floor 1.1, 3 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 10.2, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 23.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-03 16:04:20;time_since_impression_in_hours is 59;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/True/482';time_since_click_in_hours is 405;fast_imp_12h is 3;fast_click_2h is 3;rnd is 0.19614113119976;partition is 1121
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'eed90e4d-4344-4536-9eec-29c453ed4439';uuid is 'dc748746-e779-4479-b4a3-16eaae568c1d';bid_timestamp is '2025-01-27 13:53:32';device_id is 'eed90e4d-4344-4536-9eec-29c453ed4439';biddate is '2025-01-27';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 42.0989047993494;target_cpi is 1.41746465509434;campaign is 58164;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 220.833333;placement_historical_value is 11.074183;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 6811 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.5;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is 6805;hour is '2025-01-27 13:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[2 sessions in app 'com.newpubco.spades', 47 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'swishersweets.com' with mean price 1.0; 14 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 526 ad_requests with mean bid_floor 9.7, 1 clicks of adomain 'camelgames.com', 1 impressions of adomain 'camelgames.com' with mean price 15.5, 2 clicks of adomain 'newpub.co/hearts', 2 impressions of adomain 'newpub.co/hearts' with mean price 13.7, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 49.6, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 8.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-27 14:21:17;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 2;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.179436104474829;partition is 3651
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '4cc98f95-292f-4aba-9112-4b5a3175a269';uuid is 'cff5c77b-6d0e-49fa-932d-2e8f2e5be343';bid_timestamp is '2025-01-07 18:10:32';device_id is '4cc98f95-292f-4aba-9112-4b5a3175a269';biddate is '2025-01-07';country is 'USA';app is 'com.barkaoui.milky.tea.sorting';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 19.3955873722039;target_cpi is 1.13989901708713;campaign is 57724;creative_id is 229286;session_duration is 5 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 13.2606 ;min_floor is 13.2606 ;bidmachine_placement_value is 47.462686;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 10447004 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.77;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-07 18:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[2 sessions in app 'com.cem.air.horn.pranks', 26 ad_requests with mean bid_floor 7.6; 23 sessions in app 'com.enflick.android.TextNow', 40 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 6.9; 66 sessions in app 'com.taggedapp', 2648 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 3.3; 1 sessions in app 'hlgqcq.omkgyck.nfbnpqatc', 17 ad_requests with mean bid_floor 6.1; 1 sessions in app 'id.indologam.climb.high.master', 17 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 6.1; 76 sessions in app 'net.peakgames.mobile.spades.android', 3863 ad_requests with mean bid_floor 33.1, 2 impressions of adomain 'underdogfantasy.com' with mean price 10.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-07 18:18:37;time_since_impression_in_hours is 2901;channel is 'USA/I/chartboost-android-sdk/com.barkaoui.milky.tea.sorting/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.514270892503349;partition is 3651
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'bd2f1322-c1d9-4cc4-9c61-7504c3432e3e';uuid is '241f2c4f-177b-4a51-ad6b-3fa797065aec';bid_timestamp is '2025-01-13 17:12:31';device_id is 'bd2f1322-c1d9-4cc4-9c61-7504c3432e3e';biddate is '2025-01-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 13.9710992297801;target_cpi is 0.809222639753575;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is 13.579982;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 843332 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.97;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is 843330;hour is '2025-01-13 17:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[2 sessions in app 'bloodsugar.diabetes.pressuretraker', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.americasbestpics', 1 ad_requests with mean bid_floor 0.0; 76 sessions in app 'com.blackout.spades', 5515 ad_requests with mean bid_floor 39.3, 19 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'deaconess.com' with mean price 0.7, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'instagram.com' with mean price 0.5, 1 impressions of adomain 'la-z-boy.com' with mean price 1.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 14.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'paramountplus.com' with mean price 1.3, 5 impressions of adomain 'progressive.com' with mean price 0.9, 1 impressions of adomain 'rsmus.com' with mean price 0.8, 2 impressions of adomain 'samsung.com' with mean price 1.0, 2 impressions of adomain 'smallerbiotech.com' with mean price 0.9, 1 impressions of adomain 'smartrent.com' with mean price 4.2, 1 impressions of adomain 'tech.pokergaga.net' with mean price 13.2, 11 impressions of adomain 'unicycive.com' with mean price 1.3; 1 sessions in app 'com.funny.pranksounds.haircut.airhorn.clipper', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.logomaster.logomaker', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newpubco.spades', 13 ad_requests with mean bid_floor 6.9, 1 impressions of adomain 'in.gov' with mean price 1.2, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'tech.pokergaga.net' with mean price 22.9; 1 sessions in app 'com.solitaire.daily.challenge.card.game', 2 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.staplegames.blocksClassicSGGP', 4 ad_requests with mean bid_floor 55.5; 5 sessions in app 'com.tripledot.solitaire', 285 ad_requests with mean bid_floor 3.5, 4 impressions of adomain 'amazon.com' with mean price 0.6, 16 impressions of adomain 'catholichealthinitiatives.org' with mean price 0.4, 1 impressions of adomain 'goodfoods.com' with mean price 0.0, 8 impressions of adomain 'planetoat.com' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 0.3; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 8 ad_requests with mean bid_floor 6.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 18:12:07;time_since_impression_in_hours is 234;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 234;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.32957921084051;partition is 677
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'd2fa4fe4-a83e-4292-ae88-de61dfcce7c9';uuid is '847b7d9f-7ea8-4a75-919b-531af8b9da40';bid_timestamp is '2025-02-02 16:18:31';device_id is 'd2fa4fe4-a83e-4292-ae88-de61dfcce7c9';biddate is '2025-02-02';country is 'USA';app is 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'fyber';raw_price is 43.625195224135;target_cpi is 5;campaign is 58236;creative_id is 229286;session_duration is 8 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'ie';bid_floor is 14.4796 ;min_floor is 14.4796 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.51;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-02 16:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.handmark.expressweather', 2 ad_requests with mean bid_floor 51.1; 4 sessions in app 'com.kiaora.dominoes', 127 ad_requests with mean bid_floor 23.2; 14 sessions in app 'com.mobilityware.spider', 446 ad_requests with mean bid_floor 16.6, 1 impressions of adomain 'admile.com' with mean price 0.3, 1 impressions of adomain 'facebook.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'jared.com' with mean price 0.4, 3 impressions of adomain 'joinpropel.com' with mean price 0.3, 1 impressions of adomain 'numerator.com' with mean price 0.3, 3 impressions of adomain 'productmadness.com' with mean price 0.4, 2 impressions of adomain 'textnow.com' with mean price 0.7; 3 sessions in app 'com.newpubco.spades', 371 ad_requests with mean bid_floor 22.8, 1 impressions of adomain 'directauto.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 2.1, 7 impressions of adomain 'kansasdrivetozero.gov' with mean price 0.8, 1 impressions of adomain 'meetme.com' with mean price 1.1, 1 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'pluto.tv' with mean price 0.2, 1 impressions of adomain 'productmadness.com' with mean price 0.4, 6 impressions of adomain 'toyota.com' with mean price 1.0; 1 sessions in app 'com.numbergames.linked2248.tile.numberpuzzle2048', 7 ad_requests with mean bid_floor 9.0; 29 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 969 ad_requests with mean bid_floor 12.2, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 17.0, 2 impressions of adomain 'oakevergames.com' with mean price 9.0, 1 impressions of adomain 'tech.pokergaga.net' with mean price 27.2, 4 impressions of adomain 'textnow.com' with mean price 1.8; 2 sessions in app 'com.tripledot.solitaire', 56 ad_requests with mean bid_floor 19.5; 1 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 9.7; 2 sessions in app 'com.wonderpeople.megahitpoker.global', 3 ad_requests with mean bid_floor 139.4; 25 sessions in app 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game', 1761 ad_requests with mean bid_floor 14.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45695.7323958333;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-02 19:06:14;time_since_impression_in_hours is 0;channel is 'USA/I/fyber/pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game/False/119';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.367613282697798;partition is 2182
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'f0dbd34b-a881-4af9-91e0-a26c283887b0';uuid is '4136a5e4-49dc-4fec-b067-f15917e3f22e';bid_timestamp is '2025-02-06 0:17:09';device_id is 'f0dbd34b-a881-4af9-91e0-a26c283887b0';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 14.9999999999999;target_cpi is 3.71999999999999;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 've';bid_floor is 5.0244 ;min_floor is 5.0244 ;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 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-06 00:00:00+00:00';day_of_week is '3';os_version is 15;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 1 ad_requests with mean bid_floor 19.9; 7 sessions in app 'ball.sort.puzzle.color.game.bubble.sorting.free', 576 ad_requests with mean bid_floor 4.2, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'babytrend.com' with mean price 0.4, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.3, 1 impressions of adomain 'ibotta.com' with mean price 0.1, 1 impressions of adomain 'libertytax.com' with mean price 1.0, 2 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'oaklandcc.edu' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'starz.com' with mean price 0.6, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 8 sessions in app 'cinesphere.cinesphere.cs', 28 ad_requests with mean bid_floor 0.3; 23 sessions in app 'com.auto.twenty.load', 1970 ad_requests with mean bid_floor 2.7, 1 clicks of adomain 'paramount.com', 1 impressions of adomain 'paramount.com' with mean price 7.6; 1 sessions in app 'com.candy.shelf.dessert.match.delight', 88 ad_requests with mean bid_floor 23.0; 2 sessions in app 'com.casttv.castforchromecast.screencast', 11 ad_requests with mean bid_floor 19.7; 1 sessions in app 'com.falcon.dm.water.cake.sort.puzzle', 23 ad_requests with mean bid_floor 44.8; 3 sessions in app 'com.gimica.hexapuzzlefun', 66 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.gimica.maketen', 53 ad_requests with mean bid_floor 4.4, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.3, 1 impressions of adomain 'kohls.com' with mean price 0.7, 3 impressions of adomain 'la-z-boy.com' with mean price 0.8, 1 impressions of adomain 'magairports.com' with mean price 0.3, 3 impressions of adomain 'milanlaser.com' with mean price 0.7; 9 sessions in app 'com.gimica.solitaireverse', 353 ad_requests with mean bid_floor 3.6, 2 impressions of adomain 'albert.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.1; 35 sessions in app 'com.gimica.treasuremaster', 1544 ad_requests with mean bid_floor 15.1, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bradshawhome.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'goodfoods.com' with mean price 0.2, 1 impressions of adomain 'greatlakesmichiganjobs.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'paulmitchell.com' with mean price 0.2; 2 sessions in app 'com.gimica.watersorter', 43 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.gimica.wordkitchen', 27 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'nestleusa.com' with mean price 1.0; 1 sessions in app 'com.gimica.zentiles', 5 ad_requests with mean bid_floor 3.4; 6 sessions in app 'com.handmark.expressweather', 11 ad_requests with mean bid_floor 59.2; 1 sessions in app 'com.innplaylabs.animalkingdomraid', 104 ad_requests with mean bid_floor 200.6; 88 sessions in app 'com.justplay.app', 542 ad_requests with mean bid_floor 1.6; 3 sessions in app 'com.luckyskeletonstudios.idlebanktycoon', 95 ad_requests with mean bid_floor 60.6; 3 sessions in app 'com.megarewards.scratchcardgo', 5 ad_requests with mean bid_floor 102.7; 7 sessions in app 'com.mistplay.mistplay', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 17 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.newpubco.spades', 31 ad_requests with mean bid_floor 21.1; 1 sessions in app 'com.playvalve.ballsort', 99 ad_requests with mean bid_floor 46.5; 6 sessions in app 'com.playvalve.connect.dots', 860 ad_requests with mean bid_floor 112.4, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'siriusxm.com' with mean price 0.3; 1 sessions in app 'com.playvalve.crossword', 94 ad_requests with mean bid_floor 132.9, 1 impressions of adomain 'exmox.com' with mean price 0.3, 1 impressions of adomain 'kellanova.com' with mean price 2.3, 1 impressions of adomain 'samsung.com' with mean price 0.6; 1 sessions in app 'com.playvalve.dominoes', 27 ad_requests with mean bid_floor 45.4; 6 sessions in app 'com.playvalve.solitaire', 559 ad_requests with mean bid_floor 122.4, 1 impressions of adomain 'paramount.com' with mean price 14.5; 1 sessions in app 'com.playvalve.solitaire.spider', 84 ad_requests with mean bid_floor 102.2; 36 sessions in app 'com.playvalve.spades', 6251 ad_requests with mean bid_floor 107.4, 1 impressions of adomain 'admile.com' with mean price 0.2, 11 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'birminghamvision.com' with mean price 0.2, 1 impressions of adomain 'bp.com' with mean price 0.7, 1 impressions of adomain 'colgate.com' with mean price 0.3, 1 impressions of adomain 'cslplasma.com' with mean price 0.8, 3 impressions of adomain 'doordash.com' with mean price 0.6, 1 impressions of adomain 'duracell.com' with mean price 0.3, 1 impressions of adomain 'elivatewellnessco.com' with mean price 0.4, 26 impressions of adomain 'fashionnova.com' with mean price 0.4, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'furniturerow.com' with mean price 0.5, 1 impressions of adomain 'glade.com' with mean price 0.8, 1 impressions of adomain 'gunlakecasino.com' with mean price 0.3, 1 impressions of adomain 'hsbc.com' with mean price 0.3, 1 impressions of adomain 'instagram.com' with mean price 0.2, 1 clicks of adomain 'instagram.com', 2 impressions of adomain 'intuit.com' with mean price 8.5, 1 impressions of adomain 'jccmi.edu' with mean price 0.4, 1 impressions of adomain 'koraorganics.com' with mean price 0.5, 1 impressions of adomain 'la-z-boy.com' with mean price 0.7, 1 impressions of adomain 'metagenics.com' with mean price 0.2, 3 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 15.0, 2 impressions of adomain 'numerator.com' with mean price 0.7, 1 impressions of adomain 'owllabs.com' with mean price 0.4, 2 impressions of adomain 'pebeauty.com' with mean price 0.7, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.4, 2 impressions of adomain 'tiktok.com' with mean price 1.4, 9 impressions of adomain 'walgreens.com' with mean price 0.6, 3 impressions of adomain 'yourradioplace.com' with mean price 0.3; 1 sessions in app 'com.playvalve.tc', 56 ad_requests with mean bid_floor 95.6; 1 sessions in app 'com.playvalve.tm', 38 ad_requests with mean bid_floor 54.3; 3 sessions in app 'com.playvalve.watersort', 647 ad_requests with mean bid_floor 100.1, 1 impressions of adomain 'exmox.com' with mean price 0.5, 1 impressions of adomain 'michiganlottery.com' with mean price 0.4; 1 sessions in app 'com.playvalve.wsjourney', 56 ad_requests with mean bid_floor 58.8, 1 impressions of adomain 'paramount.com' with mean price 1.2, 1 impressions of adomain 'samhsa.gov' with mean price 0.8; 4 sessions in app 'com.playvalve.yatzy', 308 ad_requests with mean bid_floor 95.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'la-z-boy.com' with mean price 0.4, 1 impressions of adomain 'nicepak.com' with mean price 0.7; 7 sessions in app 'com.pogotech.pogocash', 13 ad_requests with mean bid_floor 5.5; 14 sessions in app 'com.radio.pocketfm', 145 ad_requests with mean bid_floor 13.4; 10 sessions in app 'com.tripledot.woodoku', 1058 ad_requests with mean bid_floor 17.7, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'beiersdorf.com' with mean price 0.6, 2 impressions of adomain 'doordash.com' with mean price 0.3, 4 impressions of adomain 'geico.com' with mean price 2.2, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'misaves.com' with mean price 0.1, 1 impressions of adomain 'moneylion.com' with mean price 0.1, 1 impressions of adomain 'rangeusa.com' with mean price 0.1, 1 impressions of adomain 'secret.com' with mean price 0.4, 3 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'www.learnings.ai' with mean price 43.0, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.3; 4 sessions in app 'com.ultimate.tournament', 27 ad_requests with mean bid_floor 32.9; 1 sessions in app 'com.vizorapps.klondike', 15 ad_requests with mean bid_floor 99.6; 1 sessions in app 'com.word.search.find.puzzle', 49 ad_requests with mean bid_floor 163.7; 24 sessions in app 'com.zegames.unblocked.freegames.math_game', 663 ad_requests with mean bid_floor 4.1, 2 clicks of adomain 'fashionnova.com', 5 impressions of adomain 'fashionnova.com' with mean price 8.9; 4 sessions in app 'eight.phase.rummy', 7 ad_requests with mean bid_floor 4.5; 1 sessions in app 'free.os.jump.superbros.adventure.world', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.WordSearch.WordBliss', 3 ad_requests with mean bid_floor 5.4; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 6.9; 1 sessions in app 'loppipoppi.yatzy', 13 ad_requests with mean bid_floor 3.8; 2 sessions in app 'revive.app', 3 ad_requests with mean bid_floor 5.0; 1 sessions in app 'solitaire.klondike.classic.card.games', 2 ad_requests with mean bid_floor 2.4; 1 sessions in app 'solitaire.klondike.classic.patience.card.games', 2 ad_requests with mean bid_floor 2.6; 61 sessions in app 'thxdroid.androidapp.translatepro', 284 ad_requests with mean bid_floor 14.2; 1 sessions in app 'water.sort.color.puzzle.offline.games', 5 ad_requests with mean bid_floor 42.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 0:20:36;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.476884862659839;partition is 961
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '2acb2983-0b81-4402-9d30-3ea32024d4d3';uuid is '7da08b2b-ffe7-4be9-8681-f4b87f5ac338';bid_timestamp is '2024-12-23 11:11:59';device_id is '2acb2983-0b81-4402-9d30-3ea32024d4d3';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 24.0528978521224;target_cpi is 4.95687473290676;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 71.864407;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 137576 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.27;prior_theme_impressions_count is 14;prior_tag_clicks_count is 6 ;time_since_click is 137573;hour is '2024-12-23 11:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[7 sessions in app 'com.bagelcode.slots1', 7 ad_requests with mean bid_floor 8.3; 62 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3438 ad_requests with mean bid_floor 11.6, 1 clicks of adomain 'gamehaus.com', 2 impressions of adomain 'gamehaus.com' with mean price 7.8, 22 clicks of adomain 'newpub.co/spades', 24 impressions of adomain 'newpub.co/spades' with mean price 4.1, 1 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 4.3, 2 clicks of adomain 'productmadness.com', 4 impressions of adomain 'productmadness.com' with mean price 4.8, 1 clicks of adomain 'scientificgames.com', 2 impressions of adomain 'scientificgames.com' with mean price 7.0, 4 clicks of adomain 'spinxgames.com', 4 impressions of adomain 'spinxgames.com' with mean price 4.1; 1 sessions in app 'com.tripledot.solitaire', 5 ad_requests with mean bid_floor 10.3; 95 sessions in app 'spider.solitaire.card.bgames', 3770 ad_requests with mean bid_floor 13.3, 55 impressions of adomain 'amazon.com' with mean price 0.8, 3 impressions of adomain 'arlo.com' with mean price 0.3, 1 impressions of adomain 'bausch.com' with mean price 0.3, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.6, 1 impressions of adomain 'churchdwight.com' with mean price 0.3, 2 impressions of adomain 'clorox.com' with mean price 0.6, 2 impressions of adomain 'contextweb.com' with mean price 2.0, 8 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'discovery.com' with mean price 0.4, 5 impressions of adomain 'drinkhint.com' with mean price 0.5, 1 impressions of adomain 'duracell.com' with mean price 0.4, 4 impressions of adomain 'dyson.com' with mean price 0.4, 5 impressions of adomain 'elanco.us' with mean price 0.6, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.5, 2 impressions of adomain 'haleon.com' with mean price 0.6, 3 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'huggies.com' with mean price 0.3, 8 impressions of adomain 'implus.com' with mean price 0.4, 2 impressions of adomain 'inabafoods.com' with mean price 0.3, 1 impressions of adomain 'internationalpaper.com' with mean price 0.3, 2 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 3 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'nestleusa.com' with mean price 0.3, 1 impressions of adomain 'newbalance.com' with mean price 0.3, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 3 impressions of adomain 'norton.com' with mean price 0.4, 10 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.4, 2 impressions of adomain 'oneaday.com' with mean price 0.5, 4 impressions of adomain 'opsynvi.com' with mean price 1.9, 1 impressions of adomain 'paramount.com' with mean price 1.2, 1 impressions of adomain 'perdue.com' with mean price 0.3, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 6 impressions of adomain 'royalcanin.com' with mean price 0.5, 1 impressions of adomain 'shoppersvoice.com' with mean price 1.4, 1 impressions of adomain 'skechers.com' with mean price 0.6, 4 impressions of adomain 'spectrumbrands.com' with mean price 0.4, 1 impressions of adomain 'tarpeyo.com' with mean price 0.4, 2 impressions of adomain 'toppers.ca' with mean price 0.8, 1 impressions of adomain 'ubykotex.com' with mean price 0.3, 7 impressions of adomain 'wellnesspetfood.com' with mean price 0.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 38;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 38;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.36946318731464;partition is 961
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '66cbde42-a05f-4b47-9a38-c2ca2b0dc48b';uuid is 'c457c5bd-1678-4550-80c8-156b61c899ac';bid_timestamp is '2025-02-07 4:43:47';device_id is '66cbde42-a05f-4b47-9a38-c2ca2b0dc48b';biddate is '2025-02-07';country is 'USA';app is 'com.gamovation.tileclub';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 12.23403640175;target_cpi is 4;campaign is 58266;creative_id is 229286;session_duration is 0 ;seller_name is 'GamoVation MAX';seller_id is 234;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 47.855531;placement_historical_value is 8.446777;third_party_bid_price is ;prior_tag_impressions_count is 44 ;time_since_impression is 2075103 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.33;prior_theme_impressions_count is 44;prior_tag_clicks_count is 13 ;time_since_click is 4668732;hour is '2025-02-07 04:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'clubillion.social.slots.casino.friends.free.android', 13 ad_requests with mean bid_floor 21.4; 1 sessions in app 'com.agedstudio.card.solitaire.klondike', 17 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.animal.hunting.sniper.match', 12 ad_requests with mean bid_floor 4.7; 5 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 5 impressions of adomain 'disneyplus.com' with mean price 1.0, 1 impressions of adomain 'doubledowncasino.com' with mean price 0.8, 2 impressions of adomain 'go.walletjump.com' with mean price 6.7; 1 sessions in app 'com.characters.discovery.context.sure', 9 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.fiogonia.euchre', 25 ad_requests with mean bid_floor 45.8; 16 sessions in app 'com.fiogonia.hearts', 1246 ad_requests with mean bid_floor 24.2; 30 sessions in app 'com.fiogonia.spades', 5007 ad_requests with mean bid_floor 38.9; 45 sessions in app 'com.gamovation.tileclub', 1928 ad_requests with mean bid_floor 4.9, 1 impressions of adomain 'about.bugmd.com' with mean price 0.1, 136 impressions of adomain 'adidas.com' with mean price 0.0, 10 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'autozone.com' with mean price 0.2, 16 impressions of adomain 'avidly.com' with mean price 0.0, 7 impressions of adomain 'bindright.com' with mean price 0.5, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 3 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'cub.com' with mean price 0.2, 1 impressions of adomain 'dailymentalvitamins.com' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 23 impressions of adomain 'doubledowncasino2.com' with mean price 0.5, 1 impressions of adomain 'getjobber.com' with mean price 0.0, 1 impressions of adomain 'getwavetune.com' with mean price 0.1, 1 impressions of adomain 'giveitlove.com' with mean price 0.0, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'guardiancollision.com' with mean price 0.7, 4 impressions of adomain 'haleon.com' with mean price 0.0, 2 impressions of adomain 'helloned.com' with mean price 0.1, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 4 impressions of adomain 'honda.com' with mean price 0.2, 1 impressions of adomain 'indeed.com' with mean price 0.1, 7 impressions of adomain 'investructor.com' with mean price 0.0, 1 impressions of adomain 'iqviadigital.com' with mean price 0.3, 1 clicks of adomain 'iqviadigital.com', 2 impressions of adomain 'jcpenny.com' with mean price 0.1, 1 impressions of adomain 'justdice.io' with mean price 11.3, 1 impressions of adomain 'leafwatersystems.com' with mean price 0.4, 2 impressions of adomain 'makeheadway.com' with mean price 0.0, 11 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'mzwallace.com' with mean price 0.7, 1 impressions of adomain 'ndsu.edu' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'papaya.com' with mean price 0.3, 10 impressions of adomain 'papayagaming.com' with mean price 0.0, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'peacocktv.com' with mean price 0.1, 2 impressions of adomain 'plannedparenthood.org' with mean price 0.2, 3 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'productmadness.com' with mean price 12.1, 6 impressions of adomain 'samsung.com' with mean price 0.1, 1 impressions of adomain 'solitairecash.com' with mean price 1.2, 3 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'target.com' with mean price 0.1, 1 impressions of adomain 'visitarizona.com' with mean price 1.0, 4 impressions of adomain 'wegovy.com' with mean price 0.3; 2 sessions in app 'com.greyfun.card.solitaire.classic', 40 ad_requests with mean bid_floor 21.9; 1 sessions in app 'com.hunting.champs', 7 ad_requests with mean bid_floor 0.2; 2 sessions in app 'com.jctswbglsm.SwipeAway', 189 ad_requests with mean bid_floor 13.9, 9 impressions of adomain 'amazon.com' with mean price 0.3, 6 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'mdmexclusives.com' with mean price 8.1; 1 sessions in app 'com.king.farmheroessaga', 8 ad_requests with mean bid_floor 3.1; 4 sessions in app 'com.ksgmobileinc.lobstermaniaslots', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.maps.radar.navigation.android2023', 7 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.murka.tripeaks.solitaire', 23 ad_requests with mean bid_floor 3.1, 3 impressions of adomain 'doubledowncasino2.com' with mean price 0.5; 1 sessions in app 'com.oakever.tiletrip', 16 ad_requests with mean bid_floor 21.8; 1 sessions in app 'com.online.huntingsniper', 18 ad_requests with mean bid_floor 32.0; 1 sessions in app 'com.pdf.reader.editor.fill.sign', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.sciplay.dancingdrumsslots', 13 ad_requests with mean bid_floor 47.1; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.0; 2 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.v2r.JewelWesternMatch', 76 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'nordvpn.com' with mean price 0.1; 6 sessions in app 'com.zynga.livepoker', 41 ad_requests with mean bid_floor 23.8; 4 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 45 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'brother-usa.com' with mean price 0.6, 5 impressions of adomain 'propeat.com' with mean price 1.8; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 7.3; 5 sessions in app 'in.playsimple.wordtrip', 26 ad_requests with mean bid_floor 23.4; 1 sessions in app 'jp.co.goodroid.hyper.hexaaway', 18 ad_requests with mean bid_floor 5.0, 6 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'brother-usa.com' with mean price 0.2, 1 impressions of adomain 'dnamotoring.com' with mean price 0.2, 8 impressions of adomain 'doubledowncasino2.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.3; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 6.2; 1 sessions in app 'onet.connect.charming.girl', 17 ad_requests with mean bid_floor 42.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 13:15:24;time_since_impression_in_hours is 576;channel is 'USA/I/bidmachine/com.gamovation.tileclub/False/234';time_since_click_in_hours is 1297;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.311564741559882;partition is 2416
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '67ffcac4-ae1a-4f35-a931-b94adfa534a6';uuid is 'f06af1e0-f83f-4bec-b685-48e957b94bd1';bid_timestamp is '2025-01-14 6:03:21';device_id is '67ffcac4-ae1a-4f35-a931-b94adfa534a6';biddate is '2025-01-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 180.436668401771;target_cpi is 2.92421914454545;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.67;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-14 06:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[1 sessions in app 'com.bingo.legends.game', 2 ad_requests with mean bid_floor 2.6; 8 sessions in app 'com.blackout.spades', 349 ad_requests with mean bid_floor 37.9, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 180.4; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 11.6; 16 sessions in app 'com.enflick.android.TextNow', 17 ad_requests with mean bid_floor 44.0; 62 sessions in app 'com.flashlight.callflash.ringingbet', 1431 ad_requests with mean bid_floor 5.2; 24 sessions in app 'com.healthassistant.bloodtrack.monitor', 260 ad_requests with mean bid_floor 5.2; 184 sessions in app 'com.launcher.light.theme3d', 1090 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.medicinereminder.bloodsugar.bloodpressure.heart', 2 ad_requests with mean bid_floor 68.4; 17 sessions in app 'com.newpubco.spades', 1963 ad_requests with mean bid_floor 18.2, 14 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'beachsidehospitalityevents.com' with mean price 0.8, 10 impressions of adomain 'chrysler.com' with mean price 1.2, 1 impressions of adomain 'discovery.com' with mean price 0.2, 2 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.8, 1 impressions of adomain 'fetchrewards.com' with mean price 0.6, 1 impressions of adomain 'gn-us.com' with mean price 0.5, 40 impressions of adomain 'harrys.com' with mean price 2.9, 1 impressions of adomain 'illinoislottery.com' with mean price 0.7, 1 impressions of adomain 'intuit.com' with mean price 0.8, 1 impressions of adomain 'iwgplc.com' with mean price 0.8, 3 impressions of adomain 'lenovo.com' with mean price 1.1, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.2, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 3 impressions of adomain 'paypal.com' with mean price 0.8, 1 impressions of adomain 'pgpro.com' with mean price 0.7, 2 impressions of adomain 'rvia.org' with mean price 0.9, 1 clicks of adomain 'rvia.org', 1 impressions of adomain 'samsung.com' with mean price 1.1, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'southwest.com' with mean price 0.4, 4 impressions of adomain 'temptationstreats.com' with mean price 0.5, 1 impressions of adomain 'usmaterial.growone.sg' with mean price 7.8; 2 sessions in app 'com.peoplefun.wordcross', 26 ad_requests with mean bid_floor 6.3; 8 sessions in app 'com.playvalve.spades', 257 ad_requests with mean bid_floor 76.0, 2 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'harrys.com' with mean price 3.0; 1 sessions in app 'com.rjp.diarypro', 7 ad_requests with mean bid_floor 1.1; 3 sessions in app 'com.tripledot.solitaire', 7 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.tripledot.spades', 17 ad_requests with mean bid_floor 26.5; 4 sessions in app 'com.tripledot.woodoku', 30 ad_requests with mean bid_floor 5.0; 4 sessions in app 'com.wildcard.spadespop', 178 ad_requests with mean bid_floor 8.4, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 21.8, 3 impressions of adomain 'xifaxan.com' with mean price 0.4; 1 sessions in app 'com.wonderpeople.megahitpoker.global', 4 ad_requests with mean bid_floor 117.4; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 12.1; 1 sessions in app 'find.easy.hidden.differences', 92 ad_requests with mean bid_floor 3.6; 1 sessions in app 'find.spot.fun.relax.difference', 66 ad_requests with mean bid_floor 53.0; 2 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 5.0; 4 sessions in app 'in.playsimple.wordtrip', 26 ad_requests with mean bid_floor 18.8; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.8];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-20 21:05:09;dc_15roundended_before_d8_timestamp is 45675.7113541667;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-14 6:06:39;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 0.222890971828025;partition is 682
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '5a7689c0-815d-49e0-8c9c-e2763b7e7086';uuid is 'bf8f0b65-95c9-48af-9c36-e63ae1792a1d';bid_timestamp is '2025-02-03 13:40:25';device_id is '5a7689c0-815d-49e0-8c9c-e2763b7e7086';biddate is '2025-02-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 42.1640729028507;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 20.811887;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.89;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-03 13:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[2 sessions in app 'clean.master.antivirus.battery.ora', 36 ad_requests with mean bid_floor 53.3; 4 sessions in app 'com.antivirus', 19 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.avg.cleaner', 3 ad_requests with mean bid_floor 31.0; 23 sessions in app 'com.blackout.spades', 1111 ad_requests with mean bid_floor 33.2, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 clicks of adomain 'creditkarma.com', 4 impressions of adomain 'creditkarma.com' with mean price 38.0, 1 impressions of adomain 'groovelife.com' with mean price 2.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 42.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.8, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 2.1; 1 sessions in app 'com.car.crashstunts.crash.parksimulator.crashCar', 37 ad_requests with mean bid_floor 15.3; 2 sessions in app 'com.meowth.flowermaster', 69 ad_requests with mean bid_floor 6.1; 3 sessions in app 'com.newpubco.spades', 127 ad_requests with mean bid_floor 20.2, 1 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'creditkarma.com' with mean price 38.4, 1 impressions of adomain 'rosevilleautomall.com' with mean price 1.1, 1 impressions of adomain 'samsung.com' with mean price 1.2; 4 sessions in app 'com.solitairemaster.rock', 323 ad_requests with mean bid_floor 15.4; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 7.8; 17 sessions in app 'kjv.bible.kingjamesbible', 395 ad_requests with mean bid_floor 38.7];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 2025-02-03 14:22:08;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 0.99825949929994;partition is 4005
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '0434d8c3-ebdc-4a56-9258-f771bcb2d5f1';uuid is 'a06cf61d-f32e-400e-9284-61b18258dbd6';bid_timestamp is '2025-02-09 0:17:26';device_id is '0434d8c3-ebdc-4a56-9258-f771bcb2d5f1';biddate is '2025-02-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 83.887027070751;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 88.929141;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 18062153 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 3.39;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is 18062147;hour is '2025-02-09 00:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[18 sessions in app 'com.blackout.spades', 750 ad_requests with mean bid_floor 20.0, 28 impressions of adomain 'amazon.com' with mean price 1.0, 5 impressions of adomain 'centurygames.com' with mean price 120.9, 1 impressions of adomain 'gnc.com' with mean price 0.7, 1 impressions of adomain 'mistplay.com' with mean price 0.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 83.9, 1 impressions of adomain 'niveausa.com' with mean price 0.9, 2 impressions of adomain 'nutrafol.com' with mean price 0.9, 1 impressions of adomain 'papajohns.com' with mean price 1.1, 1 impressions of adomain 'paramountplus.com' with mean price 1.4, 1 impressions of adomain 'samsung.com' with mean price 1.5, 3 impressions of adomain 'tripledotstudios.com' with mean price 1.1, 2 impressions of adomain 'watersort.gurugame.ai' with mean price 0.6, 3 impressions of adomain 'winixamerica.com' with mean price 1.1; 1 sessions in app 'com.newpubco.spades', 13 ad_requests with mean bid_floor 49.0; 1 sessions in app 'com.staplegames.tilecollector', 1 ad_requests with mean bid_floor 7.1];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 2025-02-09 0:25:16;time_since_impression_in_hours is 5017;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 5017;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.258377364249579;partition is 329
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '270c3d78-9c00-4db3-841c-28cb8360bb78';uuid is 'e206dedc-a4c6-4b37-a996-1f4c74574d12';bid_timestamp is '2025-02-06 17:19:22';device_id is '270c3d78-9c00-4db3-841c-28cb8360bb78';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 123.341264638454;target_cpi is 1.2;campaign is 58205;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 29.68;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.87;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-06 17:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[8 sessions in app 'com.blackout.spades', 712 ad_requests with mean bid_floor 14.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 123.3, 5 impressions of adomain 'offerhives.com' with mean price 1.1, 1 impressions of adomain 'tripledot.com' with mean price 1.6; 1 sessions in app 'com.game.space.shooter2', 20 ad_requests with mean bid_floor 13.3; 4 sessions in app 'com.gamovation.chessclubpilot', 55 ad_requests with mean bid_floor 6.2, 1 impressions of adomain 'crypto.com' with mean price 0.3, 2 impressions of adomain 'draftkings.com' with mean price 3.0, 2 impressions of adomain 'mistplay.com' with mean price 2.0, 2 impressions of adomain 'roblox.com' with mean price 0.6; 1 sessions in app 'com.mobilityware.solitaire', 18 ad_requests with mean bid_floor 43.7, 1 impressions of adomain 'audible.com' with mean price 1.3, 1 impressions of adomain 'gopuff.com' with mean price 1.3, 1 impressions of adomain 'help.supercellsupport.com' with mean price 1.3, 1 impressions of adomain 'mistplay.com' with mean price 1.3, 1 impressions of adomain 'productmadness.com' with mean price 1.3, 1 impressions of adomain 'spinxgames.com' with mean price 1.3, 1 impressions of adomain 'squareup.com' with mean price 1.2; 1 sessions in app 'com.newpubco.spades', 39 ad_requests with mean bid_floor 32.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 17:23:19;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 0.405164817635819;partition is 2028
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'f005e56d-d1a8-4978-838c-41f8794ead20';uuid is 'b8bef58c-48e1-4a26-aa7c-ea4b45483d4b';bid_timestamp is '2025-01-18 11:17:05';device_id is 'f005e56d-d1a8-4978-838c-41f8794ead20';biddate is '2025-01-18';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'unity sdk';raw_price is 14.9999999999999;target_cpi is 3.71999999999999;campaign is 58056;creative_id is 228965;session_duration is 7 ;seller_name is 'Unity SSP';seller_id is 113;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.802;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 1012283 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 11;prior_tag_clicks_count is 22 ;time_since_click is 1012276;hour is '2025-01-18 11:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[24 sessions in app 'com.blackout.spades', 4091 ad_requests with mean bid_floor 27.5, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'carnationbreakfastessentials.com' with mean price 0.4, 2 impressions of adomain 'checkout51.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 2 impressions of adomain 'orgain.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 2.0, 1 impressions of adomain 'visitcabarrus.com' with mean price 2.4; 2 sessions in app 'com.fivebits.dograils', 58 ad_requests with mean bid_floor 7.1; 6 sessions in app 'com.newpubco.spades', 1383 ad_requests with mean bid_floor 21.5, 2 impressions of adomain 'advanceamerica.net' with mean price 0.5, 6 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bestbuy.com' with mean price 0.5, 2 impressions of adomain 'carnationbreakfastessentials.com' with mean price 0.5, 3 impressions of adomain 'carolinacat.com' with mean price 0.7, 1 impressions of adomain 'furniturerow.com' with mean price 0.5, 3 impressions of adomain 'healthprimal.com' with mean price 7.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 3 impressions of adomain 'peppermint-lips.com' with mean price 9.7, 1 impressions of adomain 'supertreat.net' with mean price 0.1, 4 impressions of adomain 'uti.edu' with mean price 2.7; 1 sessions in app 'com.pixel.art.coloring.color.number', 22 ad_requests with mean bid_floor 27.3; 2 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.5; 1 sessions in app 'id.indologam.climb.high.master', 12 ad_requests with mean bid_floor 5.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-18 23:51:42;time_since_impression_in_hours is 281;channel is 'USA/V/unity sdk/com.blackout.spades/False/113';time_since_click_in_hours is 281;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.56459295814302;partition is 2369
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '78dc2f78-b862-4afe-822b-6d875f01760b';uuid is '2bab3b18-fa2d-4bfc-9059-0e0256710aa5';bid_timestamp is '2025-01-13 2:43:36';device_id is '78dc2f78-b862-4afe-822b-6d875f01760b';biddate is '2025-01-13';country is 'USA';app is 'com.barkaoui.milky.tea.sorting';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 18.3442704190542;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 5 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'i';bid_floor is 13.2606 ;min_floor is 13.2606 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 22818395 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.33;prior_theme_impressions_count is 8;prior_tag_clicks_count is 3 ;time_since_click is 22818392;hour is '2025-01-13 02:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[1 sessions in app 'com.barkaoui.milky.tea.sorting', 71 ad_requests with mean bid_floor 22.4; 1 sessions in app 'com.fcvdq.aimedfire', 171 ad_requests with mean bid_floor 12.6; 4 sessions in app 'com.newpubco.spades', 44 ad_requests with mean bid_floor 5.6; 51 sessions in app 'net.peakgames.mobile.spades.android', 2416 ad_requests with mean bid_floor 31.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-13 2:54:50;0_timestamp is 2025-01-13 2:54:50;time_since_impression_in_hours is 6338;channel is 'USA/I/chartboost-android-sdk/com.barkaoui.milky.tea.sorting/True/98';time_since_click_in_hours is 6338;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.232532759448249;partition is 165
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '8fdfe18b-3c55-4c95-9ce6-1c0722381fd7';uuid is '49cf64dc-d165-47c1-a6c5-019cbfdbd65f';bid_timestamp is '2025-01-08 13:04:45';device_id is '8fdfe18b-3c55-4c95-9ce6-1c0722381fd7';biddate is '2025-01-08';country is 'USA';app is 'com.RealGC.eurobus';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 3.11635173434018;target_cpi is 1.50327745847133;campaign is 57724;creative_id is 229286;session_duration is 10 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.04 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.269491;placement_historical_value is ;third_party_bid_price is 0.04;prior_tag_impressions_count is 4 ;time_since_impression is 812928 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.38;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is 1455184;hour is '2025-01-08 13:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'b6178751f54a8ba0ef9590a18fb658ff', 0 ad_requests with mean bid_floor 0.0; 24 sessions in app 'co.aviagames.mtp.billiards.samsung', 196 ad_requests with mean bid_floor 69.0; 33 sessions in app 'com.Partyup.GolfRoyale', 856 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'basf.com' with mean price 1.5, 1 impressions of adomain 'campbells.com' with mean price 0.6, 5 impressions of adomain 'clorox.com' with mean price 1.1, 5 impressions of adomain 'conagrabrands.com' with mean price 0.8, 2 impressions of adomain 'flowersfoods.com' with mean price 1.2, 6 impressions of adomain 'haleon.com' with mean price 0.7, 1 impressions of adomain 'justplayapps.com' with mean price 0.6, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 0.6, 1 impressions of adomain 'mcdonalds.com' with mean price 1.3, 1 impressions of adomain 'milanlaser.com' with mean price 1.0, 2 impressions of adomain 'nestlehealthscience.us' with mean price 0.9, 1 impressions of adomain 'olay.com' with mean price 1.5, 12 impressions of adomain 'pepsico.com' with mean price 1.4, 3 impressions of adomain 'pg.com' with mean price 0.8, 3 impressions of adomain 'planetoat.com' with mean price 0.7, 1 impressions of adomain 'theblackhawkcasino.com' with mean price 2.9, 10 impressions of adomain 'walmart.com' with mean price 2.7; 2 sessions in app 'com.RocinanteGames.SwatTacticalShooter', 9 ad_requests with mean bid_floor 2.9; 2 sessions in app 'com.awesome.puzzlehexasort', 52 ad_requests with mean bid_floor 62.6; 1 sessions in app 'com.ddd.americansniper3d', 5 ad_requests with mean bid_floor 3.1; 29 sessions in app 'com.fc.hexa.sort.color.sorting.brain.puzzle', 1377 ad_requests with mean bid_floor 2.8, 1 impressions of adomain 'adidas.com' with mean price 0.0, 4 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'discovery.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'freecash.com' with mean price 9.3, 3 impressions of adomain 'gurugame.ai' with mean price 0.0, 3 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'microsoft.com' with mean price 0.5, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3; 43 sessions in app 'com.fiogonia.dominoes', 13045 ad_requests with mean bid_floor 53.3; 12 sessions in app 'com.freeplaysultanov.shootit', 199 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.gamovation.tileclub', 2 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.goplaytoday.sniper3d', 9 ad_requests with mean bid_floor 13.5; 24 sessions in app 'com.hexa.master.puzzle.match3d', 359 ad_requests with mean bid_floor 1.1, 1 impressions of adomain '2bimc.com' with mean price 0.1, 75 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'cash.app' with mean price 0.1, 4 impressions of adomain 'cox.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 3 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'helloned.com' with mean price 0.1, 1 impressions of adomain 'herfirstwomenshealth.com' with mean price 2.8, 1 impressions of adomain 'higgsgamestudio.com' with mean price 0.0, 1 impressions of adomain 'ibew.org' with mean price 0.9, 3 impressions of adomain 'justplayapps.com' with mean price 0.4, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 3 impressions of adomain 'luckystarcasino.org' with mean price 0.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'myvega.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'playducky.com' with mean price 0.1, 2 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.6, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.1, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0; 5 sessions in app 'com.ig.bus.out', 87 ad_requests with mean bid_floor 2.6, 7 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'callapp.com' with mean price 0.1, 18 impressions of adomain 'cox.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.0, 2 impressions of adomain 'integrityautofinance.com' with mean price 0.3, 2 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 1 impressions of adomain 'justplayapps.com' with mean price 0.3, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'papayagaming.com' with mean price 0.2, 2 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'starz.com' with mean price 0.0; 12 sessions in app 'com.ig.wood.hexa.color', 330 ad_requests with mean bid_floor 1.0, 7 impressions of adomain '9snail.com' with mean price 0.0, 9 impressions of adomain 'amazon.com' with mean price 0.3, 4 impressions of adomain 'audible.com' with mean price 0.2, 2 impressions of adomain 'belka-games.com' with mean price 0.0, 3 impressions of adomain 'benjaminone.com' with mean price 6.2, 2 impressions of adomain 'bidease.com_101931' with mean price 0.1, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 1 impressions of adomain 'crazymaplestudios.com' with mean price 0.0, 2 impressions of adomain 'crossmath.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'illinoislottery.com' with mean price 0.0, 2 impressions of adomain 'instacart.com' with mean price 0.1, 5 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 4 impressions of adomain 'justplayapps.com' with mean price 0.3, 11 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'm2blocks.gurugame.ai' with mean price 0.0, 4 impressions of adomain 'meetava.com' with mean price 0.0, 4 impressions of adomain 'megafortuna.co' with mean price 0.0, 5 impressions of adomain 'milanlaser.com' with mean price 0.3, 2 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 2 impressions of adomain 'moneylion.com' with mean price 0.0, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 2 impressions of adomain 'nike.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'progressive.com' with mean price 0.1, 4 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'scopely.com' with mean price 0.2, 1 impressions of adomain 'scorewarrior.com' with mean price 0.0, 1 impressions of adomain 'self.inc' with mean price 0.0, 3 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'softbakedapps.com' with mean price 0.0, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'speed.app' with mean price 0.0, 3 impressions of adomain 'spider.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'valhalla-survival.com' with mean price 0.0, 1 impressions of adomain 'yahoo.com' with mean price 0.0, 2 impressions of adomain 'zencolor.app' with mean price 0.0; 1 sessions in app 'com.inspiredsquare.jupiter1', 10 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.matchingham.sniperattack', 14 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.mattel163.phase10', 13 ad_requests with mean bid_floor 181.3; 1 sessions in app 'com.miniclip.checkers', 9 ad_requests with mean bid_floor 4.4; 5 sessions in app 'com.mobilityware.Hearts', 326 ad_requests with mean bid_floor 17.9, 1 clicks of adomain 'benjaminone.com', 1 impressions of adomain 'benjaminone.com' with mean price 10.7, 1 clicks of adomain 'doc-hosting.flycricket.io', 2 impressions of adomain 'doc-hosting.flycricket.io' with mean price 8.4, 2 clicks of adomain 'freecash.com', 3 impressions of adomain 'freecash.com' with mean price 11.4, 3 impressions of adomain 'playtika.com' with mean price 10.4, 2 clicks of adomain 'scopely.com', 2 impressions of adomain 'scopely.com' with mean price 9.8, 1 impressions of adomain 'scrambly.io' with mean price 12.9, 1 impressions of adomain 'swagbucks.com' with mean price 12.1; 1 sessions in app 'com.newpubco.spades', 124 ad_requests with mean bid_floor 17.7, 1 impressions of adomain 'addyi.com' with mean price 0.3, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'audible.com' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'cox.com' with mean price 0.2, 2 impressions of adomain 'depend.com' with mean price 0.2, 2 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'kimberly-clark.com' with mean price 0.3, 2 impressions of adomain 'lenovo.com' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 2 impressions of adomain 'newchapter.com' with mean price 0.2, 2 impressions of adomain 'nurtec.com' with mean price 1.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 0.2, 1 impressions of adomain 'okbu.edu' with mean price 0.2, 1 impressions of adomain 'okcphil.org' with mean price 0.4, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'pbs.org' with mean price 0.9, 1 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'playtika.com' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2, 3 impressions of adomain 'tatesbakeshop.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 3 impressions of adomain 'uco.edu' with mean price 0.7, 1 impressions of adomain 'vicks.com' with mean price 0.5; 2 sessions in app 'com.niklas.fpsdefense', 52 ad_requests with mean bid_floor 12.2; 48 sessions in app 'com.online.huntingsniper', 153 ad_requests with mean bid_floor 3.0; 2 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 6.6; 8 sessions in app 'com.peoplefun.wordsolitaire', 158 ad_requests with mean bid_floor 8.5, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'bausch.com' with mean price 0.4, 1 impressions of adomain 'bbumgames.com' with mean price 0.0, 1 impressions of adomain 'bimbousa.com' with mean price 0.3, 1 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 1 impressions of adomain 'roblox.com' with mean price 0.0, 2 impressions of adomain 'thenewprimal.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 0.5, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0; 9 sessions in app 'com.playvalve.yatzy', 2905 ad_requests with mean bid_floor 123.5, 3 impressions of adomain 'amazon.com' with mean price 0.3, 12 impressions of adomain 'cox.com' with mean price 0.3, 1 impressions of adomain 'epson.com' with mean price 0.1, 1 impressions of adomain 'ozempic.com' with mean price 2.6; 1 sessions in app 'com.rescue.agent', 3 ad_requests with mean bid_floor 121.0; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.slippy.linerusher', 4 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.snipergame.assassin.contract.gun.shooting.war', 17 ad_requests with mean bid_floor 2.8; 3 sessions in app 'com.solitaire.patience.klondike.classic.card.games', 105 ad_requests with mean bid_floor 27.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.5; 1 sessions in app 'com.supergame.hexa.up.sort.game', 9 ad_requests with mean bid_floor 0.6; 14 sessions in app 'com.tapped.snipersiege', 303 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.taptapgames.unpuzzle', 27 ad_requests with mean bid_floor 7.4; 3 sessions in app 'com.traffic.car.parking.jam.color.sort', 94 ad_requests with mean bid_floor 13.0, 1 impressions of adomain 'elliottroofs.com' with mean price 1.5, 1 impressions of adomain 'fivestarpainting.com' with mean price 1.1, 1 impressions of adomain 'hartwoodsunnyvale.com' with mean price 1.1, 2 impressions of adomain 'justplayapps.com' with mean price 0.4, 1 impressions of adomain 'landmarkfinehomes.com' with mean price 1.2, 48 impressions of adomain 'luckystarcasino.org' with mean price 1.0, 2 impressions of adomain 'okcroofrepairs.com' with mean price 0.6, 1 impressions of adomain 'reroofamerica.com' with mean price 0.5, 1 impressions of adomain 'retirementreadytest.com' with mean price 0.6, 1 impressions of adomain 'scopely.com' with mean price 0.2; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 8.7; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 6.9; 9 sessions in app 'com.vitastudio.spider', 379 ad_requests with mean bid_floor 69.5, 1 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'boironusa.com' with mean price 0.1, 4 impressions of adomain 'campingworld.com' with mean price 0.2, 1 impressions of adomain 'claconnect.com' with mean price 0.2, 7 impressions of adomain 'dramamine.com' with mean price 0.2, 2 impressions of adomain 'evrysdi.com' with mean price 0.2, 6 impressions of adomain 'gohealthuc.com' with mean price 0.1, 1 impressions of adomain 'jimsformalwear.com' with mean price 1.4, 1 impressions of adomain 'mdlive.com' with mean price 0.8, 4 impressions of adomain 'milanlaser.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'oattravel.com' with mean price 4.1, 2 impressions of adomain 'operationsmile.org' with mean price 0.2, 1 impressions of adomain 'papayagaming.com' with mean price 0.4, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.1, 3 impressions of adomain 'sling.com' with mean price 0.4, 2 impressions of adomain 'taxact.com' with mean price 0.2, 3 impressions of adomain 'wellbizbrands.com' with mean price 0.1; 8 sessions in app 'com.zm.nuts', 249 ad_requests with mean bid_floor 4.9, 1 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'benjaminone.com' with mean price 0.1, 1 impressions of adomain 'freecash.com' with mean price 0.1, 3 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0; 2 sessions in app 'com.zynga.livepoker', 12 ad_requests with mean bid_floor 19.1; 1 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 39 ad_requests with mean bid_floor 2.2; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'ghost.shooting.sniper.real3d.action.free.android', 12 ad_requests with mean bid_floor 3.2; 2 sessions in app 'in.playsimple.tripcross', 7 ad_requests with mean bid_floor 7.6; 1 sessions in app 'in.playsimple.wordsearch', 84 ad_requests with mean bid_floor 8.9; 8 sessions in app 'in.playsimple.wordtrip', 33 ad_requests with mean bid_floor 22.5; 6 sessions in app 'jp.co.goodroid.hyper.hexaaway', 158 ad_requests with mean bid_floor 2.0, 21 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 2 impressions of adomain 'discovery.com' with mean price 0.2, 1 impressions of adomain 'kohls.com' with mean price 0.2, 2 impressions of adomain 'oattravel.com' with mean price 1.3, 2 impressions of adomain 'opi.com' with mean price 0.2, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 3 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 63 ad_requests with mean bid_floor 24.8, 3 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'copilot.microsoft.com' with mean price 0.1, 2 impressions of adomain 'learnings.ai' with mean price 0.2, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'moonpay.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 13 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 270 ad_requests with mean bid_floor 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 ;time_since_impression_in_hours is 225;channel is 'USA/I/applovin/com.RealGC.eurobus/False/117';time_since_click_in_hours is 404;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.460084897302886;partition is 165
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '1526a261-6a35-44c8-9091-97f89c4536a6';uuid is '97072eb2-863f-49de-adfb-c06b7c04ea76';bid_timestamp is '2025-02-07 20:32:18';device_id is '1526a261-6a35-44c8-9091-97f89c4536a6';biddate is '2025-02-07';country is 'USA';app is 'com.un2.wordcross';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 25.4016355483026;target_cpi is 7;campaign is 58302;creative_id is 229286;session_duration is 11 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'i';bid_floor is 9.2856 ;min_floor is 9.2856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.25;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 20:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'com.newpubco.spades', 34 ad_requests with mean bid_floor 20.6; 17 sessions in app 'com.staplegames.spades', 2873 ad_requests with mean bid_floor 51.2; 3 sessions in app 'com.un2.wordcross', 121 ad_requests with mean bid_floor 8.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 20:44:18;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.un2.wordcross/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.62007080504585;partition is 6
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'bd117f9f-8810-4477-8744-acaf02829183';uuid is '79633be4-e612-4e4a-a51f-08d30576495a';bid_timestamp is '2024-12-27 0:27:11';device_id is 'bd117f9f-8810-4477-8744-acaf02829183';biddate is '2024-12-27';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 21.5969074135338;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 1.06;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 64594 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.41;prior_theme_impressions_count is 5;prior_tag_clicks_count is 1 ;time_since_click is 64729;hour is '2024-12-27 00:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app '55f0e101db94d947d97df0083564cdaf', 0 ad_requests with mean bid_floor 0.0; 3 sessions in app 'and.lihuhu.findmatch', 44 ad_requests with mean bid_floor 42.1, 1 impressions of adomain 'thebronxvibe.com' with mean price 1.6; 1 sessions in app 'com.art.pixel.black.ebony.games.paint.color.by.numbers', 11 ad_requests with mean bid_floor 0.5, 12 impressions of adomain 'adidas.com' with mean price 0.3, 3 impressions of adomain 'nursingworld.org' with mean price 0.7, 3 impressions of adomain 'royalgreenny.com' with mean price 0.7, 1 impressions of adomain 'us.shein.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 8 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.bingo.legends.game', 2 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.block.juggle', 55 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.daily.bible.trivia.android', 9 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.econogames.bible.versepuzzle.gp', 11 ad_requests with mean bid_floor 0.9; 2 sessions in app 'com.funcraft.dicewords', 123 ad_requests with mean bid_floor 63.6, 8 impressions of adomain 'adidas.com' with mean price 0.0, 27 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'paramount.com' with mean price 0.0, 1 clicks of adomain 'speelead.com', 3 impressions of adomain 'speelead.com' with mean price 24.6; 2 sessions in app 'com.funcraft.triviamasters', 208 ad_requests with mean bid_floor 76.8; 10 sessions in app 'com.goods.master3d.triple.puzzle', 1093 ad_requests with mean bid_floor 165.5, 2 impressions of adomain 'breztrihcp.com' with mean price 1.7, 1 impressions of adomain 'nurtec.com' with mean price 0.5, 12 impressions of adomain 'paxlovidhcp.com' with mean price 1.5, 1 impressions of adomain 'pfizerpro.com' with mean price 1.4, 1 impressions of adomain 'stonybrookmedicine.edu' with mean price 0.8, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 5 sessions in app 'com.inspiredsquare.number', 152 ad_requests with mean bid_floor 50.4; 1 sessions in app 'com.intensedev.biblesolitaire.gp', 6 ad_requests with mean bid_floor 4.0; 50 sessions in app 'com.match.puzzle.happymatch3d', 674 ad_requests with mean bid_floor 4.4; 2 sessions in app 'com.matching.games.goods.sort.triple.puzzle', 22 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'afrin.com' with mean price 0.3, 7 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'justwater.com' with mean price 0.2, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.2, 1 impressions of adomain 'papayagaming.com' with mean price 0.2; 4 sessions in app 'com.newleaf.app.android.victor', 146 ad_requests with mean bid_floor 114.1; 4 sessions in app 'com.newpubco.spades', 160 ad_requests with mean bid_floor 10.5, 3 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'brumate.com' with mean price 0.7, 1 impressions of adomain 'chromadex.com' with mean price 0.9, 2 impressions of adomain 'edgeparkcgm.com' with mean price 2.1, 1 impressions of adomain 'epicpass.com' with mean price 4.3, 1 impressions of adomain 'ford.com' with mean price 0.3, 1 impressions of adomain 'foxwoods.com' with mean price 0.9, 1 impressions of adomain 'gardenoflife.com' with mean price 0.5, 1 impressions of adomain 'goodnes.com' with mean price 0.9, 2 impressions of adomain 'kay.com' with mean price 0.9, 1 impressions of adomain 'liftmaster.com' with mean price 0.9, 6 impressions of adomain 'metagenics.com' with mean price 0.9, 1 impressions of adomain 'newmarbleclassic.com' with mean price 16.8, 3 impressions of adomain 'ny.gov' with mean price 1.9, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.8, 2 impressions of adomain 'perrier.com' with mean price 1.1, 1 impressions of adomain 'pmi.com' with mean price 1.2, 1 impressions of adomain 'premierprotein.com' with mean price 1.1, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 1.9, 3 impressions of adomain 'thebarnesfirm.com' with mean price 1.0, 5 impressions of adomain 'thebronxvibe.com' with mean price 1.3, 1 impressions of adomain 'vicks.com' with mean price 0.5, 2 impressions of adomain 'walgreens.com' with mean price 0.8, 9 impressions of adomain 'ymcanyc.org' with mean price 3.5; 1 sessions in app 'com.oakgames.linked2248.numberpuzzle', 11 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.pixel.art.coloring.color.number', 58 ad_requests with mean bid_floor 26.5, 2 impressions of adomain 'paxlovidhcp.com' with mean price 1.1; 4 sessions in app 'com.sort.match.games.triple.master.closet.goods', 11 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.sorting.games.match3d.goods.triple.puzzle', 81 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'acorn.tv' with mean price 0.7, 2 impressions of adomain 'adidas.com' with mean price 0.3, 1 impressions of adomain 'amazon.com' with mean price 0.4, 10 impressions of adomain 'chromadex.com' with mean price 0.6, 6 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'heritagestore.com' with mean price 0.6, 1 impressions of adomain 'hillspet.com' with mean price 0.5, 3 impressions of adomain 'niveausa.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'theraworx.com' with mean price 0.3; 49 sessions in app 'com.sortmatch.triple.drop.goods.puzzle', 1086 ad_requests with mean bid_floor 3.4, 1 impressions of adomain '.wakefern.com' with mean price 0.7, 3 impressions of adomain '3m.com' with mean price 0.2, 1 impressions of adomain 'HealthWellnessJournal.com' with mean price 16.3, 10 impressions of adomain 'acorn.tv' with mean price 0.2, 24 impressions of adomain 'adidas.com' with mean price 0.1, 1 clicks of adomain 'amazon.com', 419 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'amcplus.com' with mean price 0.2, 2 impressions of adomain 'ancientnutrition.com' with mean price 0.1, 2 impressions of adomain 'arlo.com' with mean price 0.2, 4 impressions of adomain 'attruby.com' with mean price 0.4, 4 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'babybel.com' with mean price 0.5, 1 impressions of adomain 'bareminerals.com' with mean price 0.2, 1 impressions of adomain 'bausch.com' with mean price 0.2, 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 2 impressions of adomain 'bobcat.com' with mean price 1.2, 3 impressions of adomain 'boostmobile.com' with mean price 0.4, 2 impressions of adomain 'calvinklein.us' with mean price 0.2, 72 impressions of adomain 'chromadex.com' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.1, 2 impressions of adomain 'coach.com' with mean price 0.1, 1 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'crystalcoastnc.org' with mean price 0.4, 3 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'discovery.com' with mean price 0.5, 20 impressions of adomain 'disneyplus.com' with mean price 0.2, 3 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'dymatize.com' with mean price 0.1, 2 impressions of adomain 'elanco.us' with mean price 0.1, 1 impressions of adomain 'enerjoy.life' with mean price 0.1, 3 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'epicpass.com' with mean price 3.1, 4 impressions of adomain 'esupplements.com' with mean price 0.2, 1 impressions of adomain 'feel-good-foods.com' with mean price 1.0, 1 impressions of adomain 'ferrero.com' with mean price 0.1, 1 clicks of adomain 'flixchatter.net', 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 26 impressions of adomain 'ford.com' with mean price 0.3, 3 impressions of adomain 'gardenoflife.com' with mean price 0.1, 2 impressions of adomain 'gnc.com' with mean price 0.1, 12 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'gorillatough.com' with mean price 0.2, 12 impressions of adomain 'haleon.com' with mean price 0.3, 15 impressions of adomain 'hartz.com' with mean price 0.2, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.3, 13 impressions of adomain 'heritagestore.com' with mean price 0.3, 31 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'homespotter.com' with mean price 0.7, 1 impressions of adomain 'honeywell.com' with mean price 0.5, 1 impressions of adomain 'huggies.com' with mean price 0.2, 6 impressions of adomain 'ibotta.com' with mean price 0.1, 1 impressions of adomain 'iheart.com' with mean price 0.3, 4 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'justdice.io' with mean price 0.2, 9 impressions of adomain 'justwater.com' with mean price 0.3, 1 impressions of adomain 'kalahariresorts.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'kiddieacademy.com' with mean price 0.8, 4 impressions of adomain 'kimberly-clark.com' with mean price 0.2, 1 impressions of adomain 'kinders.com' with mean price 0.9, 84 impressions of adomain 'lifeextension.com' with mean price 0.2, 1 impressions of adomain 'liftmaster.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'listerine.com' with mean price 0.2, 3 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'macys.com' with mean price 0.2, 1 impressions of adomain 'matrix.com' with mean price 0.3, 18 impressions of adomain 'metagenics.com' with mean price 1.0, 2 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'moroccanoil.com' with mean price 0.3, 1 impressions of adomain 'naturemade.com' with mean price 0.3, 1 impressions of adomain 'naturesbakery.com' with mean price 0.3, 5 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 3 impressions of adomain 'nowfoods.com' with mean price 0.2, 2 impressions of adomain 'numerator.com' with mean price 0.1, 7 impressions of adomain 'nurtec-hcp.com' with mean price 0.3, 12 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'off-stamp.com' with mean price 1.7, 2 impressions of adomain 'olly.com' with mean price 0.1, 2 impressions of adomain 'opalescence.com' with mean price 0.2, 4 impressions of adomain 'orgain.com' with mean price 0.1, 18 impressions of adomain 'papayagaming.com' with mean price 0.2, 3 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'paulmitchell.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 0.5, 1 impressions of adomain 'pepcid.com' with mean price 1.6, 34 impressions of adomain 'pepsico.com' with mean price 0.2, 1 impressions of adomain 'petiq.com' with mean price 0.1, 3 impressions of adomain 'pfister.com' with mean price 0.2, 2 impressions of adomain 'pharmavite.com' with mean price 0.1, 1 impressions of adomain 'phone.com' with mean price 0.7, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 6 impressions of adomain 'premierprotein.com' with mean price 0.2, 2 impressions of adomain 'prestigebrands.com' with mean price 3.0, 6 impressions of adomain 'primobrands.com' with mean price 0.4, 3 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'refreshbrand.com' with mean price 0.1, 1 impressions of adomain 'royalcanin.com' with mean price 0.1, 1 impressions of adomain 'sallyhansen.com' with mean price 0.2, 3 impressions of adomain 'samsung.com' with mean price 0.5, 4 impressions of adomain 'sculptnation.com' with mean price 0.2, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.9, 3 impressions of adomain 'solocup.com' with mean price 0.8, 1 clicks of adomain 'speelead.com', 1 impressions of adomain 'speelead.com' with mean price 27.8, 1 impressions of adomain 'spinmaster.com' with mean price 0.4, 7 impressions of adomain 'starz.com' with mean price 0.3, 1 impressions of adomain 'tatesbakeshop.com' with mean price 0.2, 6 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.1, 3 impressions of adomain 'tiktok.com' with mean price 1.4, 4 impressions of adomain 'totalwireless.com' with mean price 0.2, 5 impressions of adomain 'turkishairlines.com' with mean price 0.2, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 1 impressions of adomain 'ultimahealth.com' with mean price 0.1, 4 impressions of adomain 'us.shein.com' with mean price 0.1, 2 impressions of adomain 'vail.com' with mean price 1.5, 1 impressions of adomain 'visitarizona.com' with mean price 0.1, 28 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'wingstop.com' with mean price 0.3, 7 impressions of adomain 'wkkellogg.com' with mean price 0.8, 2 impressions of adomain 'wurl.com' with mean price 0.8, 9 impressions of adomain 'www2.wakefern.com' with mean price 1.5, 6 impressions of adomain 'ymcanyc.org' with mean price 1.4, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.3, 2 impressions of adomain 'yupelrihcp.com' with mean price 1.1, 1 impressions of adomain 'zales.com' with mean price 0.4, 2 impressions of adomain 'zyrtec.com' with mean price 0.3; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 10 ad_requests with mean bid_floor 9.9; 1 sessions in app 'com.tile.match.connect.game', 9 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.triple.match3d.family', 49 ad_requests with mean bid_floor 25.7; 2 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.wildcard.classicspades', 32 ad_requests with mean bid_floor 4.1, 1 impressions of adomain 'aloha.com' with mean price 0.3, 61 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'amcplus.com' with mean price 0.3, 2 impressions of adomain 'ancientnutrition.com' with mean price 0.2, 2 impressions of adomain 'bluetriton.com' with mean price 0.2, 2 impressions of adomain 'bose.com' with mean price 0.2, 5 impressions of adomain 'churchdwight.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.2, 43 impressions of adomain 'coca-cola.com' with mean price 0.3, 6 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'cvsa.org' with mean price 0.6, 2 impressions of adomain 'depend.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 3 impressions of adomain 'drinkpoppi.com' with mean price 0.2, 1 impressions of adomain 'espn.com' with mean price 0.2, 5 impressions of adomain 'esupplements.com' with mean price 0.3, 5 impressions of adomain 'ezmelts.com' with mean price 0.2, 2 impressions of adomain 'fiathouse.com' with mean price 0.3, 3 impressions of adomain 'foxwoods.com' with mean price 0.7, 1 impressions of adomain 'funnysphere.com' with mean price 0.3, 2 impressions of adomain 'gardenoflife.com' with mean price 0.2, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.2, 1 impressions of adomain 'goodnites.com' with mean price 0.2, 3 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.2, 55 impressions of adomain 'haleon.com' with mean price 0.3, 5 impressions of adomain 'hartz.com' with mean price 0.2, 1 impressions of adomain 'ibotta.com' with mean price 0.3, 5 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.2, 5 impressions of adomain 'kimberly-clark.com' with mean price 0.3, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 12 impressions of adomain 'lifeextension.com' with mean price 0.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'liquiddeath.com' with mean price 0.2, 2 impressions of adomain 'mavis.com' with mean price 0.2, 1 impressions of adomain 'metagenics.com' with mean price 0.3, 1 impressions of adomain 'mheducation.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.8, 1 impressions of adomain 'mobilityware.com' with mean price 0.4, 1 impressions of adomain 'monsterenergy.com' with mean price 0.2, 1 impressions of adomain 'moroccanoil.com' with mean price 0.2, 1 impressions of adomain 'naturemade.com' with mean price 0.2, 1 impressions of adomain 'naturesbakery.com' with mean price 0.3, 4 impressions of adomain 'neurohacker.com' with mean price 0.3, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 1 impressions of adomain 'nowfoods.com' with mean price 0.4, 8 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'olly.com' with mean price 0.2, 3 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.2, 2 impressions of adomain 'paulmitchell.com' with mean price 0.3, 4 impressions of adomain 'pepsico.com' with mean price 0.3, 4 impressions of adomain 'pfister.com' with mean price 0.4, 2 impressions of adomain 'premierprotein.com' with mean price 0.2, 3 impressions of adomain 'prestigebrands.com' with mean price 0.2, 2 impressions of adomain 'qunol.com' with mean price 0.2, 1 impressions of adomain 'resideo.com' with mean price 0.2, 5 impressions of adomain 'sallyhansen.com' with mean price 0.3, 1 impressions of adomain 'sanofi.com' with mean price 0.4, 3 impressions of adomain 'sebastianprofessional.com' with mean price 0.2, 6 impressions of adomain 'sherwin-williams.com' with mean price 0.3, 1 impressions of adomain 'spectrumbrands.com' with mean price 0.2, 1 impressions of adomain 'sportsresearch.com' with mean price 0.4, 6 impressions of adomain 'starbucks.com' with mean price 0.2, 3 impressions of adomain 'tatesbakeshop.com' with mean price 0.3, 4 impressions of adomain 'tempursealy.com' with mean price 0.2, 2 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.2, 5 impressions of adomain 'unilever.com' with mean price 0.2, 1 impressions of adomain 'universalnutrition.com' with mean price 0.2, 1 impressions of adomain 'vytalogy.com' with mean price 0.2, 12 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'wooga.com' with mean price 0.4, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 1 sessions in app 'com.zm.watersort', 38 ad_requests with mean bid_floor 23.3, 2 impressions of adomain 'chromadex.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 1.1; 1 sessions in app 'find.differences.puzzle.games.spot.free', 9 ad_requests with mean bid_floor 1.2; 1 sessions in app 'happy.paint.coloring.color.number', 21 ad_requests with mean bid_floor 79.2; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 5.6; 4 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 11.2; 1 sessions in app 'kjvbible.verse.daily.bible.prayer', 2 ad_requests with mean bid_floor 5.9; 4 sessions in app 'net.peakgames.toonblast', 9 ad_requests with mean bid_floor 21.7];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 6:55:32;time_since_impression_in_hours is 17;channel is 'USA/V/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 18;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.387698254817336;partition is 3808
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'b2dc5719-e723-47cc-a990-bb2de0364b91';uuid is '0f3a4fa8-0673-420f-a3fe-fd996da4bd32';bid_timestamp is '2025-02-08 21:34:16';device_id is 'b2dc5719-e723-47cc-a990-bb2de0364b91';biddate is '2025-02-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 115.930899453919;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 1 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 3.76;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-08 21:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[12 sessions in app 'com.blackout.spades', 231 ad_requests with mean bid_floor 11.9, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 115.9; 1 sessions in app 'com.mobilityware.Spades', 87 ad_requests with mean bid_floor 18.4, 1 clicks of adomain 'com.quiz.talent.machine', 1 impressions of adomain 'com.quiz.talent.machine' with mean price 37.5; 1 sessions in app 'com.newpubco.spades', 29 ad_requests with mean bid_floor 18.7, 1 impressions of adomain '9snail.com' with mean price 0.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 22:07:16;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 0.651494727530482;partition is 3808
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '05bdb630-a301-40cd-8ff5-9de72f654aa4';uuid is 'd5be6ec0-f15f-4265-af8a-1a995404a3b9';bid_timestamp is '2025-01-30 2:22:53';device_id is '05bdb630-a301-40cd-8ff5-9de72f654aa4';biddate is '2025-01-30';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 180;target_cpi is 3.71999999999999;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is 120.279896;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-30 02:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[2 sessions in app 'com.biglime.cookingmadness', 7 ad_requests with mean bid_floor 10.0; 16 sessions in app 'com.blackout.spades', 733 ad_requests with mean bid_floor 6.1, 6 impressions of adomain 'amazon.com' with mean price 0.9, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 180.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.7, 5 impressions of adomain 'nutramaxlabs.com' with mean price 0.8, 5 impressions of adomain 'offerhives.com' with mean price 0.9, 2 impressions of adomain 'united.com' with mean price 1.4, 1 impressions of adomain 'www.vioc.com' with mean price 1.0; 1 sessions in app 'com.candywriter.bitlife', 11 ad_requests with mean bid_floor 473.9; 4 sessions in app 'com.newpubco.spades', 40 ad_requests with mean bid_floor 28.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-30 2:30:29;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 0.407886263560626;partition is 2427
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '';uuid is 'bc35aa22-b63d-47c0-ab25-cb2dcec80c8d';bid_timestamp is '2024-12-31 4:25:37';device_id is '6481bc64-cad6-4893-9808-8837e6140338';biddate is '2024-12-31';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 5.23930899999999;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 5.229309 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 16 ;time_since_impression is 8194 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.17;prior_theme_impressions_count is 16;prior_tag_clicks_count is 5 ;time_since_click is 8178;hour is '2024-12-31 04:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2;channel is 'USA/V/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 2;fast_imp_12h is 4;fast_click_2h is 1;rnd is 0.529558213902211;partition is 2427
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '';uuid is '732d8fe7-6922-443d-bf37-a1aff23661cd';bid_timestamp is '2024-12-14 5:04:44';device_id is '0c131ad9-2d17-4c7c-a8a8-eb4f116b3343';biddate is '2024-12-14';country is 'USA';app is 'com.inspiredsquare.jupiter';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 20;target_cpi is 2;campaign is 57577;creative_id is 229142;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 2.65;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1.38;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-14 05:00:00+00:00';day_of_week is '5';os_version is 11;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-14 5:10:14;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.inspiredsquare.jupiter/True/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.337092300985696;partition is 536
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '9d0ddf60-4316-4b6b-b039-5d3d9ba98a12';uuid is '70b54747-5362-404a-94f9-7e544d7f4b85';bid_timestamp is '2024-12-29 4:48:29';device_id is '9d0ddf60-4316-4b6b-b039-5d3d9ba98a12';biddate is '2024-12-29';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 137.481759460521;target_cpi is 3.008341583592;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.083333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.68;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-29 04:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior is :[4 sessions in app 'com.belkagames.wordjam', 52 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.brain.game.word.quiz', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.busuu.android.enc', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.crazy.letter.wordsearch', 1 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games', 154 ad_requests with mean bid_floor 3.5, 5 impressions of adomain 'amazon.com' with mean price 0.2, 5 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 2 impressions of adomain 'mcdonalds.com' with mean price 0.0, 2 impressions of adomain 'opill.com' with mean price 0.5, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'ulta.com' with mean price 0.0; 4 sessions in app 'com.find.spot.photo.hunt.differences.free.hidden', 107 ad_requests with mean bid_floor 3.4, 27 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'cash.app' with mean price 0.0, 2 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.4, 2 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'mazola.com' with mean price 0.2, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 2 impressions of adomain 'toyota.com' with mean price 0.4, 1 impressions of adomain 'waterpik.com' with mean price 0.1; 1 sessions in app 'com.haiku.adventure.escape.game.mystery.stories', 40 ad_requests with mean bid_floor 60.0; 15 sessions in app 'com.hidden.object.find.beauty.search.games.free', 258 ad_requests with mean bid_floor 3.0, 6 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.1, 3 impressions of adomain 'bidease.com_101931' with mean price 0.2, 4 impressions of adomain 'brown-forman.com' with mean price 0.1, 1 impressions of adomain 'depend.com' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'helloned.com' with mean price 0.0, 2 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'kohler.com' with mean price 0.2, 4 impressions of adomain 'lazydays.com' with mean price 1.0, 1 impressions of adomain 'mcdonalds.com' with mean price 0.1, 96 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.1, 3 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'slimjim.com' with mean price 0.1, 1 impressions of adomain 'speedway.com' with mean price 0.2, 3 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'wellsfargo.com' with mean price 0.1; 11 sessions in app 'com.histudiogames.wordcarnivalg', 153 ad_requests with mean bid_floor 4.6; 7 sessions in app 'com.isotope.word.connect.free', 87 ad_requests with mean bid_floor 6.0; 2 sessions in app 'com.olleyo.piggy.king.free', 8 ad_requests with mean bid_floor 2.6; 7 sessions in app 'com.puzzlegamelab.wordsearchpopg', 82 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.qianxun.comic', 1 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.relax.match.story', 72 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.scopely.wheeloffortune', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.softowelgames.casual.free.word.puzzle.game.connect.letters.paradise', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.solitaire.card', 19 ad_requests with mean bid_floor 16.6; 2 sessions in app 'com.solitaire.fish.klondike.card.aquarium', 29 ad_requests with mean bid_floor 13.9; 1 sessions in app 'com.techvision.hotelcraze', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.trivia.knowledgeispower', 4 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.word.solitaire.puzzle', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'games.mini.sports.easy.basketball', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'in.playsimple.wordtour', 36 ad_requests with mean bid_floor 1.0, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'purelifewater.com' with mean price 0.2, 1 impressions of adomain 'wendys.com' with mean price 0.3; 8 sessions in app 'in.playsimple.wordtrip', 72 ad_requests with mean bid_floor 13.5; 1 sessions in app 'se.raketspel.digaround', 1 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45662.7088773148;ag_retention_d1_timestamp is 2024-12-29 4:57:57;0_timestamp is 2024-12-29 4:57:57;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.888241753319656;partition is 797
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '2731b532-037a-40dd-9473-6c56dbb766b3';uuid is '504e48c5-3d0d-46fc-a88e-1d0f9818c238';bid_timestamp is '2025-01-13 22:25:29';device_id is '2731b532-037a-40dd-9473-6c56dbb766b3';biddate is '2025-01-13';country is 'USA';app is 'com.mobilityware.PyramidFree';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 3.349389;target_cpi is 4.95046915226765;campaign is 57948;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vie';bid_floor is 3.339389 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 32 ;time_since_impression is 18616 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.37;prior_theme_impressions_count is 32;prior_tag_clicks_count is 25 ;time_since_click is 18614;hour is '2025-01-13 22:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[11 sessions in app 'archery.clash.tournament', 297 ad_requests with mean bid_floor 4.4; 11 sessions in app 'com.MobileSportsTime.MiniGolfEldoradoGolfCourse', 27 ad_requests with mean bid_floor 22.5; 1 sessions in app 'com.americasbestpics', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.boombitgames.Dartsy', 18 ad_requests with mean bid_floor 297.4; 1 sessions in app 'com.concretesoftware.golf', 6 ad_requests with mean bid_floor 45.4; 12 sessions in app 'com.eet.weather.launcher', 12 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.mobilityware.GinRummySolitaire', 118 ad_requests with mean bid_floor 16.4, 3 impressions of adomain 'walgreens.com' with mean price 0.9; 61 sessions in app 'com.mobilityware.PyramidFree', 13200 ad_requests with mean bid_floor 12.1, 2 impressions of adomain '6666steak.com' with mean price 1.1, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 1 impressions of adomain 'abbottnutrition.com' with mean price 0.5, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.9, 6 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'balfaxar.com' with mean price 0.3, 59 impressions of adomain 'betus.com' with mean price 0.7, 5 impressions of adomain 'betus.com.pa' with mean price 0.6, 1 impressions of adomain 'chime.com' with mean price 2.0, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'discover.com' with mean price 1.4, 2 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'domingogarcia.com' with mean price 1.7, 2 impressions of adomain 'elahere.com' with mean price 0.3, 6 impressions of adomain 'fiverr.com' with mean price 2.3, 1 impressions of adomain 'flightsafety.com' with mean price 0.6, 2 impressions of adomain 'goodfoods.com' with mean price 0.3, 1 impressions of adomain 'guns.com' with mean price 0.5, 2 impressions of adomain 'healthwellnessjournal.com' with mean price 4.0, 2 impressions of adomain 'huntington.com' with mean price 0.7, 1 impressions of adomain 'instacart.com' with mean price 3.6, 6 impressions of adomain 'janssenschizophreniainjections.com' with mean price 0.5, 2 impressions of adomain 'la-z-boy.com' with mean price 0.3, 2 impressions of adomain 'lunagrill.com' with mean price 0.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 3.3, 2 impressions of adomain 'ojjaarahcp.com' with mean price 1.8, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 impressions of adomain 'paypal.com' with mean price 0.3, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.9, 1 clicks of adomain 'pluto.tv', 4 impressions of adomain 'pluto.tv' with mean price 2.4, 2 impressions of adomain 'popeyes.com' with mean price 0.6, 1 clicks of adomain 'premierwellnesspicks.com', 1 impressions of adomain 'premierwellnesspicks.com' with mean price 2.7, 5 clicks of adomain 'productmadness.com', 11 impressions of adomain 'productmadness.com' with mean price 1.5, 1 impressions of adomain 'res.wittgames.com' with mean price 1.0, 1 clicks of adomain 'res.wittgames.com', 27 impressions of adomain 'risingwings.com' with mean price 2.7, 1 clicks of adomain 'rivian.com', 10 impressions of adomain 'rivian.com' with mean price 2.9, 6 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'slotomania.com' with mean price 1.5, 1 clicks of adomain 'slotomania.com', 1 impressions of adomain 'smartlifestyletrends.com' with mean price 3.0, 3 impressions of adomain 'social-innovation.hitachi' with mean price 4.4, 1 impressions of adomain 'subaru.com' with mean price 4.8, 5 impressions of adomain 'sublocade.com' with mean price 1.2, 1 impressions of adomain 'tearthepaperceiling.org' with mean price 1.8, 1 impressions of adomain 'toyota.com' with mean price 4.6, 7 impressions of adomain 'tubitv.com' with mean price 4.7, 3 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tums.com' with mean price 0.6, 7 impressions of adomain 'ulta.com' with mean price 2.5, 1 impressions of adomain 'understood.org' with mean price 8.2, 1 impressions of adomain 'verizonwireless.com' with mean price 0.3, 2 impressions of adomain 'vicks.com' with mean price 1.1, 1 impressions of adomain 'vivistim.com' with mean price 0.6, 12 impressions of adomain 'walgreens.com' with mean price 0.7, 2 impressions of adomain 'xospatahcp.com' with mean price 0.3; 2 sessions in app 'com.newpubco.spades', 41 ad_requests with mean bid_floor 2.4, 1 impressions of adomain 'betus.com' with mean price 0.5, 1 impressions of adomain 'michaeljfox.org' with mean price 1.1, 1 impressions of adomain 'pandora.com' with mean price 0.4; 3 sessions in app 'com.peoplefun.wordcross', 29 ad_requests with mean bid_floor 6.6; 1 sessions in app 'com.playvalve.solitaire', 2 ad_requests with mean bid_floor 7.2; 4 sessions in app 'com.pnixgames.minigolfking', 4 ad_requests with mean bid_floor 5.2; 49 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 8881 ad_requests with mean bid_floor 13.6, 1 impressions of adomain 'bigautosavings.com' with mean price 2.9, 1 impressions of adomain 'healthprimal.com' with mean price 6.5, 4 impressions of adomain 'madrigalpharma.com' with mean price 5.6, 2 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 2.4, 4 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 5.6, 2 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'oakevergames.com' with mean price 3.7, 5 impressions of adomain 'risingwings.com' with mean price 3.8, 2 clicks of adomain 'textnow.com', 2 impressions of adomain 'textnow.com' with mean price 6.2; 1 sessions in app 'com.tripledot.spades', 50 ad_requests with mean bid_floor 23.2; 1 sessions in app 'com.tripledot.woodoku', 11 ad_requests with mean bid_floor 6.9; 4 sessions in app 'com.wonderpeople.megahitpoker.global', 23 ad_requests with mean bid_floor 74.3; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 8.1; 13 sessions in app 'com.yy.solitaire.classic.card.game.free', 118 ad_requests with mean bid_floor 5.2; 2 sessions in app 'games.onebutton.golfbattle', 7 ad_requests with mean bid_floor 2.2; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 10.8; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 4.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 22:27:26;time_since_impression_in_hours is 5;channel is 'USA/I/bidmachine/com.mobilityware.PyramidFree/False/192';time_since_click_in_hours is 5;fast_imp_12h is 3;fast_click_2h is 3;rnd is 0.0440946214422639;partition is 439
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'aa8404f0-26b2-4d17-a79f-1b40db9d2503';uuid is '4046301f-b4cb-4dbf-9e47-0d74c8688283';bid_timestamp is '2024-12-25 20:51:04';device_id is 'aa8404f0-26b2-4d17-a79f-1b40db9d2503';biddate is '2024-12-25';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 31.9195415824651;target_cpi is 2;campaign is 57621;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 ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 329713 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.79;prior_theme_impressions_count is 5;prior_tag_clicks_count is 4 ;time_since_click is 329704;hour is '2024-12-25 20:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[21 sessions in app 'com.digitalchemy.calculator.freedecimal', 88 ad_requests with mean bid_floor 135.2; 64 sessions in app 'com.epicwalls.wallpaper.app', 8377 ad_requests with mean bid_floor 30.7; 1 sessions in app 'com.goods.master3d.triple.puzzle', 1 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 4.3; 133 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3363 ad_requests with mean bid_floor 11.5, 1 impressions of adomain 'wisewaveltd.com' with mean price 12.9; 1 sessions in app 'com.tranzmate', 3 ad_requests with mean bid_floor 46.5; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.3; 2 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 5.4; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 6.8; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 7.4; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 15.5; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.4; 101 sessions in app 'ygvas.scanqr.master.udybc', 39618 ad_requests with mean bid_floor 28.3];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 2024-12-25 20:55:50;time_since_impression_in_hours is 91;channel is 'USA/V/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 92;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.713045019976568;partition is 1000
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '84ba83b3-c87e-410a-9468-7798967d0e62';uuid is '755d1b23-fc3f-4657-be52-0d91901666aa';bid_timestamp is '2024-12-20 20:46:30';device_id is '84ba83b3-c87e-410a-9468-7798967d0e62';biddate is '2024-12-20';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 11.3201927868924;target_cpi is 1.38672461613652;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 62.881356;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 201365 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.98;prior_theme_impressions_count is 6;prior_tag_clicks_count is 5 ;time_since_click is 201357;hour is '2024-12-20 20:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'com.block.blast.free.cube.puzzle.game', 2 ad_requests with mean bid_floor 5.4; 87 sessions in app 'com.newpubco.spades', 14405 ad_requests with mean bid_floor 18.1, 1 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'admile.com' with mean price 0.3, 1 impressions of adomain 'alignprobiotics.com' with mean price 4.5, 1 clicks of adomain 'amazon.com', 321 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'americanobesityadvocates.org' with mean price 2.2, 1 impressions of adomain 'annies.com' with mean price 1.3, 1 impressions of adomain 'att.com' with mean price 2.1, 2 impressions of adomain 'azoproducts.com' with mean price 0.4, 1 impressions of adomain 'babybel.com' with mean price 0.3, 3 impressions of adomain 'bankcfcu.org' with mean price 1.0, 1 impressions of adomain 'belkin.com' with mean price 0.2, 18 impressions of adomain 'bestbuy.com' with mean price 0.8, 4 impressions of adomain 'bluetriton.com' with mean price 1.4, 1 impressions of adomain 'bounty.com' with mean price 5.2, 1 impressions of adomain 'bp.com' with mean price 0.4, 3 impressions of adomain 'brookfieldproperties.com' with mean price 0.1, 3 impressions of adomain 'bushbeans.com' with mean price 0.5, 4 impressions of adomain 'calvinklein.us' with mean price 0.2, 1 impressions of adomain 'catalyst.com' with mean price 1.0, 1 impressions of adomain 'centurycommunities.com' with mean price 0.8, 12 impressions of adomain 'chumbacasino.com' with mean price 0.3, 6 impressions of adomain 'clarajane.com' with mean price 0.9, 41 impressions of adomain 'coca-cola.com' with mean price 0.2, 2 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 1 impressions of adomain 'continentaltire.com' with mean price 1.0, 1 impressions of adomain 'costco.com' with mean price 0.6, 7 clicks of adomain 'creditkarma.com', 73 impressions of adomain 'creditkarma.com' with mean price 3.8, 3 impressions of adomain 'danone.com' with mean price 0.5, 1 impressions of adomain 'dave.com' with mean price 0.2, 10 impressions of adomain 'depend.com' with mean price 0.6, 5 impressions of adomain 'directauto.com' with mean price 0.7, 1 impressions of adomain 'discoverpuertorico.com' with mean price 0.9, 11 impressions of adomain 'disneyplus.com' with mean price 0.3, 6 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.2, 2 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.4, 8 impressions of adomain 'drpepper.com' with mean price 0.5, 13 impressions of adomain 'dymatize.com' with mean price 0.8, 2 impressions of adomain 'equityapartments.com' with mean price 0.7, 2 impressions of adomain 'evolutionfresh.com' with mean price 0.3, 1 impressions of adomain 'exmox.com' with mean price 0.6, 1 impressions of adomain 'expedia.com' with mean price 3.7, 3 impressions of adomain 'extclaims.com' with mean price 1.3, 1 impressions of adomain 'fanniemae.com' with mean price 0.3, 4 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.3, 4 impressions of adomain 'ferrero.com' with mean price 0.6, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.5, 1 impressions of adomain 'fla-keys.com' with mean price 0.3, 4 impressions of adomain 'freestylelibre.us' with mean price 1.3, 2 impressions of adomain 'fulfilnutrition.com' with mean price 0.6, 1 impressions of adomain 'gardencitychorus.org' with mean price 1.8, 2 impressions of adomain 'gathrenashville.com' with mean price 1.1, 4 impressions of adomain 'gillette.com' with mean price 1.5, 1 clicks of adomain 'gillette.com', 4 impressions of adomain 'goodnites.com' with mean price 0.3, 2 impressions of adomain 'google.com' with mean price 2.2, 1 impressions of adomain 'gptc.edu' with mean price 1.6, 2 impressions of adomain 'grainger.com' with mean price 0.8, 16 impressions of adomain 'haleon.com' with mean price 0.4, 2 impressions of adomain 'headandshoulders.com' with mean price 4.6, 1 clicks of adomain 'healthprimal.com', 6 impressions of adomain 'healthprimal.com' with mean price 6.4, 1 impressions of adomain 'hersheys.com' with mean price 0.2, 1 impressions of adomain 'hillshirefarm.com' with mean price 0.4, 5 impressions of adomain 'hillspet.com' with mean price 0.4, 3 impressions of adomain 'homespotter.com' with mean price 0.6, 1 impressions of adomain 'honda.com' with mean price 0.2, 3 impressions of adomain 'hyundaiusa.com' with mean price 0.4, 4 impressions of adomain 'icecream.com' with mean price 0.3, 3 impressions of adomain 'inabafoods.com' with mean price 0.2, 6 impressions of adomain 'instagram.com' with mean price 0.5, 3 impressions of adomain 'intuit.com' with mean price 0.7, 1 impressions of adomain 'ivory.com' with mean price 0.3, 4 impressions of adomain 'iwgplc.com' with mean price 0.2, 1 impressions of adomain 'jerseymikes.com' with mean price 1.0, 3 impressions of adomain 'johndaylegal.com' with mean price 0.6, 1 impressions of adomain 'junction35spirits.com' with mean price 0.5, 2 impressions of adomain 'kaiserpermanente.org' with mean price 0.3, 8 impressions of adomain 'kelloggs.com' with mean price 0.9, 6 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'leecompany.com' with mean price 0.4, 3 impressions of adomain 'lenovo.com' with mean price 0.9, 7 impressions of adomain 'liveateastwood.com' with mean price 0.6, 3 impressions of adomain 'livemcewennorthside.com' with mean price 0.2, 4 impressions of adomain 'livenation.com' with mean price 0.4, 3 impressions of adomain 'livenationentertainment.com' with mean price 0.3, 4 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'medline.com' with mean price 0.2, 2 impressions of adomain 'mikmak.ai' with mean price 0.2, 1 impressions of adomain 'mikmak.tv' with mean price 0.6, 4 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'mobirix.com' with mean price 0.5, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'natrol.com' with mean price 0.8, 7 impressions of adomain 'naturemade.com' with mean price 0.6, 1 impressions of adomain 'navy.com' with mean price 0.5, 1 impressions of adomain 'newbalance.com' with mean price 0.4, 1 impressions of adomain 'newchapter.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'nordvpn.com' with mean price 0.7, 3 impressions of adomain 'nowfoods.com' with mean price 0.7, 6 impressions of adomain 'nurtec.com' with mean price 1.8, 20 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'oceanspray.com' with mean price 0.5, 3 impressions of adomain 'olay.com' with mean price 1.5, 2 impressions of adomain 'olly.com' with mean price 1.1, 4 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.2, 1 impressions of adomain 'one1brands.com' with mean price 0.3, 2 impressions of adomain 'opvee.com' with mean price 0.7, 3 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'palmettocitizens.org' with mean price 0.5, 7 impressions of adomain 'paramountplus.com' with mean price 0.4, 2 impressions of adomain 'paulmitchell.com' with mean price 0.7, 33 impressions of adomain 'paxlovid.com' with mean price 0.8, 2 impressions of adomain 'paypal.com' with mean price 0.8, 1 impressions of adomain 'pepsico.com' with mean price 0.2, 3 impressions of adomain 'pfizer.com' with mean price 1.7, 2 impressions of adomain 'pg.com' with mean price 0.6, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 1 impressions of adomain 'pokemongolive.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'proof-advertising.com' with mean price 0.2, 1 impressions of adomain 'puma.com' with mean price 0.4, 2 impressions of adomain 'redbull.com' with mean price 0.7, 24 impressions of adomain 'residencesatcapitolview.com' with mean price 0.9, 1 impressions of adomain 'sakrete.com' with mean price 1.1, 29 impressions of adomain 'sallyhansen.com' with mean price 0.3, 2 impressions of adomain 'samhsa.gov' with mean price 0.4, 17 impressions of adomain 'samsung.com' with mean price 0.5, 7 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.2, 3 impressions of adomain 'scopely.com' with mean price 0.4, 3 impressions of adomain 'scottbrand.com' with mean price 0.7, 3 impressions of adomain 'secret.com' with mean price 2.2, 1 impressions of adomain 'seedsnsuch.com' with mean price 0.6, 2 impressions of adomain 'sennheiser.com' with mean price 0.3, 1 impressions of adomain 'shawneewinetrail.com' with mean price 0.3, 2 impressions of adomain 'shopgenius.com' with mean price 1.2, 1 impressions of adomain 'smartrent.com' with mean price 0.8, 4 impressions of adomain 'spectrum.com' with mean price 1.1, 2 impressions of adomain 'starbucks.com' with mean price 0.2, 7 impressions of adomain 'starsandstrikes.com' with mean price 0.5, 5 impressions of adomain 'studiotenn.org' with mean price 0.5, 1 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'thegeorgianterrace.com' with mean price 1.3, 9 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.5, 1 impressions of adomain 'thewellnessway.com' with mean price 1.0, 1 impressions of adomain 'ticketmaster.com' with mean price 0.5, 1 impressions of adomain 'tnhvac.com' with mean price 0.2, 1 impressions of adomain 'totalrecoverymedicalcenter.com' with mean price 0.5, 1 impressions of adomain 'toyota.com' with mean price 0.2, 8 impressions of adomain 'tpac.org' with mean price 2.0, 1 impressions of adomain 'trainquility.ai' with mean price 0.5, 1 impressions of adomain 'tyrads.com' with mean price 4.9, 2 impressions of adomain 'ultimahealth.com' with mean price 0.2, 3 impressions of adomain 'vast.rthscv.com' with mean price 0.4, 4 impressions of adomain 'vaynermedia.com' with mean price 0.4, 9 impressions of adomain 'vicks.com' with mean price 2.3, 2 impressions of adomain 'vintagefranklinapts.com' with mean price 0.3, 10 impressions of adomain 'vintagenorthcreek.com' with mean price 0.1, 2 impressions of adomain 'walkerchevrolet.com' with mean price 0.3, 1 impressions of adomain 'whoop.com' with mean price 4.8, 1 impressions of adomain 'wintrustmortgage.com' with mean price 1.0, 12 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'xgivesx.shop' with mean price 0.3, 5 impressions of adomain 'xifaxan.com' with mean price 0.7, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.4, 1 impressions of adomain 'zeroeyes.com' with mean price 2.9, 2 impressions of adomain 'zscaler.com' with mean price 0.7; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 0.9];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2024-12-21 19:06:42;dc_15roundended_before_d8_timestamp is 45647.7640277778;ag_retention_d1_timestamp is 2024-12-20 20:50:11;0_timestamp is 2024-12-20 20:50:11;time_since_impression_in_hours is 55;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 56;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.618797643326119;partition is 1352
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'fc654146-778c-4776-91d7-1b3429107e00';uuid is '0b2400b0-8792-4a91-895d-485eb85613df';bid_timestamp is '2024-12-13 2:34:22';device_id is 'fc654146-778c-4776-91d7-1b3429107e00';biddate is '2024-12-13';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 40.8745849969168;target_cpi is 1.9521258785141;campaign is 57533;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 35.625559;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 19364650 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.75;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 19364646;hour is '2024-12-13 02:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[17 sessions in app 'blackjack.casino.card.game', 98 ad_requests with mean bid_floor 31.4; 2 sessions in app 'com.mobilityware.Spades', 43 ad_requests with mean bid_floor 11.5; 24 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 324 ad_requests with mean bid_floor 3.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 2:39:30;time_since_impression_in_hours is 5379;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 5379;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.114654794541031;partition is 1231
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'f06283ef-07a0-4dcc-af5b-e298a332278b';uuid is '47ff556c-dab3-4740-9322-63f71f43d311';bid_timestamp is '2025-01-09 23:57:23';device_id is 'f06283ef-07a0-4dcc-af5b-e298a332278b';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 25.284623265961;target_cpi is 1.92182730527009;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 59.36;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 963355 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.7;prior_theme_impressions_count is 5;prior_tag_clicks_count is 5 ;time_since_click is 963352;hour is '2025-01-09 23:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 17 ad_requests with mean bid_floor 0.4; 4 sessions in app 'co.aviagames.mtp.billiards.samsung', 14 ad_requests with mean bid_floor 27.2; 7 sessions in app 'com.blackout.spades', 377 ad_requests with mean bid_floor 35.2, 1 impressions of adomain 'easyoff.us' with mean price 0.2, 1 impressions of adomain 'edgepark.com' with mean price 1.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.4; 3 sessions in app 'com.gamebrain.hexasort', 115 ad_requests with mean bid_floor 2.9, 1 impressions of adomain 'bidease.com_101931' with mean price 0.3, 1 impressions of adomain 'protocolforlife.com' with mean price 0.1, 1 impressions of adomain 'royalcanin.com' with mean price 0.1; 4 sessions in app 'com.gamovation.chessclubpilot', 39 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 10.9; 2 sessions in app 'com.peoplefun.wordcross', 159 ad_requests with mean bid_floor 7.3, 5 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'mainelottery.com' with mean price 0.5, 1 impressions of adomain 'migraine.com' with mean price 0.4, 1 impressions of adomain 'nrdc.org' with mean price 0.2; 1 sessions in app 'com.pnixgames.golfkingwt', 5 ad_requests with mean bid_floor 60.1; 4 sessions in app 'com.puzzle1studio.go.brickoutshoottheball', 187 ad_requests with mean bid_floor 68.7; 1 sessions in app 'com.sports.real.golf.rival.online', 17 ad_requests with mean bid_floor 202.9; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 11.8; 57 sessions in app 'com.vincentb.MobControl', 4851 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'aarp.org' with mean price 0.6, 5 impressions of adomain 'abovealltrans.com' with mean price 3.1, 1 impressions of adomain 'acousticsplus.com' with mean price 0.4, 6 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'adobe.com' with mean price 0.1, 1 clicks of adomain 'advancepartners.com', 9 impressions of adomain 'advancepartners.com' with mean price 18.8, 1 impressions of adomain 'altrulist.com' with mean price 0.1, 24 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'assembled.com' with mean price 0.1, 1 impressions of adomain 'axisgroup.com' with mean price 18.2, 1 impressions of adomain 'azahner.com' with mean price 9.4, 2 clicks of adomain 'azurgames.com', 2 impressions of adomain 'azurgames.com' with mean price 6.8, 1 impressions of adomain 'b2ps.com' with mean price 0.1, 1 impressions of adomain 'bancofcal.com' with mean price 1.0, 1 impressions of adomain 'baseten.co' with mean price 0.5, 2 impressions of adomain 'benjaminone.com' with mean price 0.0, 1 impressions of adomain 'bidease.com' with mean price 0.1, 4 impressions of adomain 'bidease.com_101931' with mean price 0.3, 7 impressions of adomain 'bluetriton.com' with mean price 2.0, 2 impressions of adomain 'bmc.org' with mean price 1.5, 1 impressions of adomain 'bnh.bank' with mean price 0.1, 1 impressions of adomain 'boostr.com' with mean price 0.8, 3 impressions of adomain 'bridgevms.com' with mean price 0.2, 1 impressions of adomain 'brosaeed.com' with mean price 0.5, 1 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'capnapa.com' with mean price 0.4, 2 clicks of adomain 'centurygame.com', 4 impressions of adomain 'centurygame.com' with mean price 6.2, 1 impressions of adomain 'cnn.com' with mean price 0.1, 1 impressions of adomain 'concur.com' with mean price 0.0, 1 impressions of adomain 'coverme.gov' with mean price 1.1, 3 impressions of adomain 'crumblcookies.com' with mean price 1.0, 6 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'cunillamerica.com' with mean price 0.1, 8 impressions of adomain 'depend.com' with mean price 0.8, 3 impressions of adomain 'discoverpuertorico.com' with mean price 0.3, 4 impressions of adomain 'doordash.com' with mean price 0.2, 2 impressions of adomain 'duo.com' with mean price 3.0, 1 impressions of adomain 'elementcontract.com' with mean price 0.0, 6 clicks of adomain 'empfohlen.de', 6 impressions of adomain 'empfohlen.de' with mean price 9.3, 1 impressions of adomain 'ershares.com' with mean price 0.1, 1 impressions of adomain 'freestylelibre.us' with mean price 0.1, 1 impressions of adomain 'getgsi.com' with mean price 0.9, 1 impressions of adomain 'givergy.com' with mean price 0.6, 6 impressions of adomain 'goodnes.com' with mean price 1.1, 1 impressions of adomain 'hadenclaims.com' with mean price 0.0, 1 impressions of adomain 'haleon.com' with mean price 0.0, 1 impressions of adomain 'halfpricebanners.com' with mean price 0.9, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 3 impressions of adomain 'homedepot.com' with mean price 0.0, 5 impressions of adomain 'huggies.com' with mean price 5.3, 8 impressions of adomain 'ibotta.com' with mean price 0.0, 1 impressions of adomain 'iff.com' with mean price 16.6, 3 impressions of adomain 'instacart.com' with mean price 0.6, 1 impressions of adomain 'instrideagency.com' with mean price 0.0, 5 impressions of adomain 'jetblue.com' with mean price 0.6, 25 impressions of adomain 'justdice.io' with mean price 0.0, 1 impressions of adomain 'justplayapps.com' with mean price 0.1, 1 impressions of adomain 'kashkick.com' with mean price 0.0, 1 impressions of adomain 'kellanova.com' with mean price 0.5, 1 impressions of adomain 'leangroup.com' with mean price 0.1, 1 impressions of adomain 'linktr.ee' with mean price 0.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.0, 1 impressions of adomain 'loonmtn.com' with mean price 0.3, 2 impressions of adomain 'maestroqa.com' with mean price 0.0, 1 impressions of adomain 'mahealthconnector.org' with mean price 0.5, 2 impressions of adomain 'maybelline.com' with mean price 0.0, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'mediavillage.org' with mean price 0.0, 1 impressions of adomain 'microsoft.com' with mean price 0.4, 2 impressions of adomain 'miracle-ear.com' with mean price 1.6, 2 impressions of adomain 'mistplay.com' with mean price 0.7, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 7 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 2 impressions of adomain 'moneylion.com' with mean price 0.0, 1 impressions of adomain 'mrquicksoillube.com' with mean price 1.4, 1 clicks of adomain 'musickauction.com', 1 impressions of adomain 'musickauction.com' with mean price 10.0, 1 impressions of adomain 'ncsbn.org' with mean price 0.0, 2 impressions of adomain 'nestle-watersna.com' with mean price 0.4, 1 impressions of adomain 'nianticlabs.com' with mean price 0.0, 3 impressions of adomain 'no7beauty.com' with mean price 0.7, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'nowfoods.com' with mean price 0.4, 3 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 4 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 1 impressions of adomain 'opal.dev' with mean price 0.5, 1 impressions of adomain 'openinfer.io' with mean price 0.1, 1 impressions of adomain 'pacmtnlog.com' with mean price 0.4, 1 impressions of adomain 'paint.by.number' with mean price 0.0, 1 clicks of adomain 'pandora.com', 17 impressions of adomain 'pandora.com' with mean price 0.0, 1 impressions of adomain 'papayagaming.com' with mean price 0.0, 1 impressions of adomain 'parallelap.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 4 impressions of adomain 'paypal.com' with mean price 0.7, 2 impressions of adomain 'peacocktv.com' with mean price 0.5, 1 impressions of adomain 'pepsico.com' with mean price 0.3, 1 impressions of adomain 'pin.com' with mean price 16.2, 1 impressions of adomain 'playtika.com' with mean price 0.0, 4 impressions of adomain 'pluto.tv' with mean price 0.0, 3 impressions of adomain 'point32health.org' with mean price 0.4, 2 impressions of adomain 'poise.com' with mean price 0.7, 1 impressions of adomain 'premierdrilling.com' with mean price 0.5, 14 impressions of adomain 'progressive.com' with mean price 0.9, 1 impressions of adomain 'pulsemarketingagency.com' with mean price 0.5, 2 impressions of adomain 'qunol.com' with mean price 1.1, 1 impressions of adomain 'regus.com' with mean price 0.0, 1 impressions of adomain 'renalytix.com' with mean price 0.5, 2 impressions of adomain 'reval.site' with mean price 0.0, 1 impressions of adomain 'roblox.com' with mean price 0.0, 5 impressions of adomain 'rovio.com' with mean price 0.0, 11 impressions of adomain 'safesleepforme.org' with mean price 0.9, 1 impressions of adomain 'salvationarmy.org' with mean price 1.6, 1 impressions of adomain 'samsung.com' with mean price 0.0, 2 impressions of adomain 'scottbrand.com' with mean price 0.8, 1 impressions of adomain 'sellerdrive.com' with mean price 1.4, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.3, 1 impressions of adomain 'sheetsgiggles.com' with mean price 0.2, 8 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 2 impressions of adomain 'sling.com' with mean price 0.7, 1 impressions of adomain 'smartsense.co' with mean price 0.1, 1 impressions of adomain 'snowflake.com' with mean price 0.4, 10 impressions of adomain 'softbakedapps.com' with mean price 0.0, 2 impressions of adomain 'sonypictures.com' with mean price 0.8, 3 impressions of adomain 'squadcast.com' with mean price 2.2, 1 clicks of adomain 'squadcast.com', 1 impressions of adomain 'srxltc.com' with mean price 0.5, 1 impressions of adomain 'sundayriver.com' with mean price 0.5, 1 impressions of adomain 'tagexbrands.com' with mean price 0.4, 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 3 impressions of adomain 'tango.me' with mean price 0.0, 1 impressions of adomain 'terrisandy.com' with mean price 0.8, 1 impressions of adomain 'tetoncloudconsulting.com' with mean price 0.1, 3 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'thebridgetraininginstitute.org' with mean price 1.5, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 1 impressions of adomain 'themillworkstudio.com' with mean price 0.1, 1 impressions of adomain 'therecruiteru.com' with mean price 0.0, 1 impressions of adomain 'traveltexas.com' with mean price 0.1, 1 impressions of adomain 'tyson.com' with mean price 1.6, 5 impressions of adomain 'ubykotex.com' with mean price 1.3, 21 impressions of adomain 'uscellular.com' with mean price 1.4, 1 impressions of adomain 'valvolineglobal.com' with mean price 1.3, 1 impressions of adomain 'verizon.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 28 impressions of adomain 'walmart.com' with mean price 1.4, 3 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'wenergysoftware.com' with mean price 2.5, 2 clicks of adomain 'wisewaveltd.com', 2 impressions of adomain 'wisewaveltd.com' with mean price 6.7, 1 impressions of adomain 'www.progressivecommercial.com' with mean price 0.1, 1 impressions of adomain 'xeominaesthetic.com' with mean price 0.3, 2 impressions of adomain 'yankeecustommarketing.com' with mean price 4.2, 1 impressions of adomain 'youthmarketing.com' with mean price 0.7, 1 impressions of adomain 'youtube.com' with mean price 0.1; 2 sessions in app 'revive.app', 5 ad_requests with mean bid_floor 17.8; 1 sessions in app 'www.onlycar.supercarjumping', 5 ad_requests with mean bid_floor 59.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-10 0:04:45;time_since_impression_in_hours is 267;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 268;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.695848852668422;partition is 3462
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '96267d38-458c-4a5e-935e-4a1231dbcbaf';uuid is 'e6d48e8d-781d-4d27-abbb-f575e984a5e3';bid_timestamp is '2025-02-06 18:46:27';device_id is '96267d38-458c-4a5e-935e-4a1231dbcbaf';biddate is '2025-02-06';country is 'USA';app is 'com.cocosgame.ddzqqxx';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 27.5752468774525;target_cpi is 0.550542982926311;campaign is 58290;creative_id is 229286;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'i';bid_floor is 10.6106 ;min_floor is 10.6106 ;bidmachine_placement_value is 11.074627;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.56;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 13;user_behavior is :[1 sessions in app 'com.bible.happy.art.jigsaw.puzzle.free.game', 5 ad_requests with mean bid_floor 0.0; 222 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 1073 ad_requests with mean bid_floor 6.9; 10 sessions in app 'com.bigc.daily.jigsaw.puzzles', 52 ad_requests with mean bid_floor 17.6, 2 impressions of adomain '1331maryland.com' with mean price 1.3, 4 impressions of adomain '550morse.com' with mean price 1.4, 4 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'aquariuscasinoresort.com' with mean price 0.9, 3 impressions of adomain 'baltimorecountymd.gov' with mean price 1.3, 2 impressions of adomain 'beckertspark.com' with mean price 1.4, 10 impressions of adomain 'bridgedistrictdc.com' with mean price 1.2, 5 impressions of adomain 'bvstation.com' with mean price 1.2, 2 impressions of adomain 'capvaxive.com' with mean price 0.4, 1 impressions of adomain 'chministries.org' with mean price 1.8, 9 impressions of adomain 'cnty.com' with mean price 1.0, 6 impressions of adomain 'collegemanor.com' with mean price 1.4, 1 impressions of adomain 'concord.edu' with mean price 0.8, 11 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'districtfloordepot.com' with mean price 1.1, 1 impressions of adomain 'dock79.com' with mean price 1.1, 4 impressions of adomain 'galderma.com' with mean price 0.6, 5 impressions of adomain 'hanwha.com' with mean price 1.6, 1 impressions of adomain 'kay.com' with mean price 1.1, 2 impressions of adomain 'lanap.com' with mean price 1.5, 1 impressions of adomain 'livecasinohotel.com' with mean price 0.9, 3 impressions of adomain 'liveryehouse.com' with mean price 1.2, 7 impressions of adomain 'lorealparisusa.com' with mean price 0.5, 1 impressions of adomain 'luminaryliving.com' with mean price 1.1, 6 impressions of adomain 'mdlottery.com' with mean price 1.0, 1 impressions of adomain 'nerdscandy.com' with mean price 0.4, 5 impressions of adomain 'parkandford.com' with mean price 1.0, 1 impressions of adomain 'risetemplecourts.com' with mean price 1.4, 3 impressions of adomain 'royalcourtsapts.com' with mean price 1.3, 2 impressions of adomain 'skylandtowncenter.com' with mean price 1.2, 4 impressions of adomain 'torkusa.com' with mean price 0.4, 2 impressions of adomain 'ustransportnews.com' with mean price 1.2; 4 sessions in app 'com.draw.one.line', 157 ad_requests with mean bid_floor 32.5, 5 impressions of adomain 'amazon.com' with mean price 0.4; 5 sessions in app 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games', 192 ad_requests with mean bid_floor 3.4, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 6 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'kay.com' with mean price 0.8, 1 impressions of adomain 'livecasinohotel.com' with mean price 1.1, 1 impressions of adomain 'livenation.com' with mean price 0.1, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'palmers.com' with mean price 0.1, 1 impressions of adomain 'scottbrand.com' with mean price 0.1, 1 impressions of adomain 'waterpik.com' with mean price 0.1; 1 sessions in app 'com.hyilmaz.rummy.gin', 1 ad_requests with mean bid_floor 5.2; 24 sessions in app 'com.intensedev.biblesolitaire.gp', 608 ad_requests with mean bid_floor 3.1; 2 sessions in app 'com.lemel.hiddengame', 36 ad_requests with mean bid_floor 3.2; 17 sessions in app 'com.mobilityware.PyramidFree', 1150 ad_requests with mean bid_floor 26.1, 1 impressions of adomain 'bibliaconsigo.com' with mean price 15.1, 1 impressions of adomain 'dcjournal.com' with mean price 1.1, 1 impressions of adomain 'entergy.com' with mean price 1.3, 2 impressions of adomain 'janssen.com' with mean price 1.0, 1 impressions of adomain 'kippdc.org' with mean price 0.3, 4 impressions of adomain 'mwcog.org' with mean price 0.4, 1 impressions of adomain 'ndia.org' with mean price 3.4, 19 impressions of adomain 'papajohns.com' with mean price 0.3, 1 impressions of adomain 'verizonwireless.com' with mean price 0.3, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 19 sessions in app 'com.oskankayirci.skeeball', 50 ad_requests with mean bid_floor 7.9; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 13.1; 1 sessions in app 'com.vitastudio.mahjong', 9 ad_requests with mean bid_floor 10.4; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 12.5; 21 sessions in app 'daily.number.match.free.puzzle', 176 ad_requests with mean bid_floor 19.8, 5 impressions of adomain 'livecasinohotel.com' with mean price 1.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'smuckers.com' with mean price 0.6, 3 impressions of adomain 'titosvodka.com' with mean price 0.4; 1 sessions in app 'f7b1b5cae2f4370ec4b94c890c696405', 0 ad_requests with mean bid_floor 0.0; 6 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 102 ad_requests with mean bid_floor 3.6, 1 impressions of adomain 'benjaminone.com' with mean price 0.0, 1 impressions of adomain 'daytonabeach.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'drybarshops.com' with mean price 0.3, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'olay.com' with mean price 0.3, 2 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'progressive.com' with mean price 0.4, 3 impressions of adomain 'vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'wildsalmon.org' with mean price 1.4, 2 impressions of adomain 'zencolor.app' with mean price 0.0; 3 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 202 ad_requests with mean bid_floor 2.9, 2 impressions of adomain 'alibaba.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'chenegamios.com' with mean price 0.6, 1 impressions of adomain 'crystalcoastnc.org' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 2 impressions of adomain 'investor.vanguard.com' with mean price 0.0, 1 impressions of adomain 'lambweston.com' with mean price 1.2, 1 impressions of adomain 'livecasinohotel.com' with mean price 0.9, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'usbank.com' with mean price 0.5; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 18.5; 8 sessions in app 'jigsaw.puzzle.game.banana', 187 ad_requests with mean bid_floor 48.6, 5 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'arlo.com' with mean price 0.2, 2 impressions of adomain 'launchfamilyentertainment.com' with mean price 0.3, 2 impressions of adomain 'livecasinohotel.com' with mean price 0.9, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'pbcu.com' with mean price 0.4, 3 impressions of adomain 'textnow.com' with mean price 0.2, 14 impressions of adomain 'walmart.com' with mean price 1.3, 1 impressions of adomain 'zmm.com' with mean price 0.7; 41 sessions in app 'kjv.bible.kingjamesbible', 1045 ad_requests with mean bid_floor 39.1; 2 sessions in app 'screw.sort.match.jam.puzzle', 47 ad_requests with mean bid_floor 69.1; 5 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 62 ad_requests with mean bid_floor 2.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 18:51:38;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.cocosgame.ddzqqxx/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.803773931144283;partition is 1927
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '554c7ab3-2896-429c-9b9c-d1492255ddba';uuid is '001ef67e-c208-42e4-8fd6-b70e6addca9d';bid_timestamp is '2025-01-01 1:34:59';device_id is '554c7ab3-2896-429c-9b9c-d1492255ddba';biddate is '2025-01-01';country is 'USA';app is 'com.pieyel.scrabble';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 9.44378462307415;target_cpi is 1.21483847590688;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Scopely MAX';seller_id is 173;content_type is 'ie';bid_floor is 0.5406 ;min_floor is 0.5406 ;bidmachine_placement_value is ;placement_historical_value is 8.616085;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 536951 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.21;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 2324650;hour is '2025-01-01 01:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[10 sessions in app 'com.blackout.spades', 123 ad_requests with mean bid_floor 11.3; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 9.5; 1 sessions in app 'com.funcraft.whamzee', 9 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.histudiogames.wordserenityg', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.instabridge.android', 1 ad_requests with mean bid_floor 95.8; 1 sessions in app 'com.liotek.lannbible', 1 ad_requests with mean bid_floor 321.2; 90 sessions in app 'com.metropcs.metrozone', 285 ad_requests with mean bid_floor 110.6; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 7.0; 179 sessions in app 'com.pieyel.scrabble', 4134 ad_requests with mean bid_floor 2.5, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 37 impressions of adomain 'adidas.com' with mean price 0.0, 11 impressions of adomain 'adobe.com' with mean price 0.0, 2 impressions of adomain 'alevco.net' with mean price 0.0, 1 impressions of adomain 'alibabagroup.com' with mean price 0.0, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.4, 2 impressions of adomain 'allstate.com' with mean price 0.0, 82 impressions of adomain 'amazon.com' with mean price 0.2, 5 impressions of adomain 'americangirl.com' with mean price 0.0, 3 impressions of adomain 'anytimefitness.com' with mean price 1.0, 2 impressions of adomain 'ascensia.com' with mean price 0.5, 1 impressions of adomain 'asrcfederal.com' with mean price 0.2, 5 impressions of adomain 'asus.com' with mean price 0.1, 4 impressions of adomain 'att.com' with mean price 34.5, 1 impressions of adomain 'auntfannies.com' with mean price 0.2, 11 impressions of adomain 'autonation.com' with mean price 0.0, 2 impressions of adomain 'bayer.com' with mean price 0.2, 1 impressions of adomain 'bayportcu.org' with mean price 1.3, 4 impressions of adomain 'beiersdorf.com' with mean price 0.8, 1 impressions of adomain 'belbrandsusa.com' with mean price 0.5, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 3 impressions of adomain 'buyatoyota.com' with mean price 5.5, 4 impressions of adomain 'call54legal.com' with mean price 0.8, 1 impressions of adomain 'campbellsfoodservice.com' with mean price 0.5, 2 impressions of adomain 'carnival.com' with mean price 0.6, 2 impressions of adomain 'carolina.com' with mean price 0.1, 1 impressions of adomain 'cash.app' with mean price 0.1, 2 impressions of adomain 'castrol.com' with mean price 0.1, 1 impressions of adomain 'celestialseasonings.com' with mean price 0.1, 4 impressions of adomain 'celsius.com' with mean price 0.4, 1 impressions of adomain 'century21.com' with mean price 0.5, 1 impressions of adomain 'checkout51.com' with mean price 0.0, 1 impressions of adomain 'chesapeakeregional.com' with mean price 0.1, 2 impressions of adomain 'chkd.org' with mean price 0.1, 2 impressions of adomain 'chobani.com' with mean price 0.4, 1 impressions of adomain 'cinfin.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.1, 5 impressions of adomain 'coca-cola.com' with mean price 4.0, 7 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'coldstonecreamery.com' with mean price 0.3, 1 impressions of adomain 'comenity.com' with mean price 0.0, 8 impressions of adomain 'conair.com' with mean price 0.1, 3 impressions of adomain 'corcept.com' with mean price 0.5, 11 impressions of adomain 'costco.com' with mean price 0.0, 1 impressions of adomain 'covergirl.com' with mean price 0.6, 17 impressions of adomain 'cox.com' with mean price 0.6, 1 impressions of adomain 'crest.com' with mean price 0.4, 1 impressions of adomain 'csx.com' with mean price 0.0, 3 impressions of adomain 'cuisinart.com' with mean price 0.1, 4 impressions of adomain 'dairyqueen.com' with mean price 0.0, 1 impressions of adomain 'dalinghausconstruction.com' with mean price 0.1, 1 impressions of adomain 'dave.com' with mean price 0.0, 9 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'dialsoap.com' with mean price 0.1, 2 impressions of adomain 'discovery.com' with mean price 0.1, 58 impressions of adomain 'disneyplus.com' with mean price 0.0, 4 impressions of adomain 'doordash.com' with mean price 0.1, 2 impressions of adomain 'drschaer.com' with mean price 0.7, 1 impressions of adomain 'dupixent.com' with mean price 0.8, 2 impressions of adomain 'duracell.com' with mean price 0.0, 2 impressions of adomain 'earthbreeze.com' with mean price 0.8, 1 impressions of adomain 'eclipsemining.com' with mean price 0.0, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.3, 1 impressions of adomain 'empowermm.com' with mean price 0.6, 3 impressions of adomain 'enlivenllc.com' with mean price 0.0, 1 impressions of adomain 'ensure.com' with mean price 0.3, 1 impressions of adomain 'evenue.net' with mean price 0.9, 1 impressions of adomain 'ezcater.com' with mean price 0.3, 2 impressions of adomain 'ezmelts.com' with mean price 0.1, 1 impressions of adomain 'factor75.com' with mean price 0.0, 1 impressions of adomain 'ferrarausa.com' with mean price 0.0, 1 impressions of adomain 'ferrero.com' with mean price 0.6, 6 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'flagstopcarwash.com' with mean price 0.9, 1 impressions of adomain 'foodbankonline.org' with mean price 1.0, 6 impressions of adomain 'foodlion.com' with mean price 0.7, 6 impressions of adomain 'formstack.com' with mean price 0.3, 14 impressions of adomain 'foundationch.com' with mean price 0.4, 1 impressions of adomain 'freecash.com' with mean price 0.0, 2 impressions of adomain 'freestylelibre.us' with mean price 0.0, 1 impressions of adomain 'frontrowmd.com' with mean price 2.0, 3 impressions of adomain 'fulfilnutrition.com' with mean price 0.1, 2 impressions of adomain 'gardenoflife.com' with mean price 0.2, 1 impressions of adomain 'gelighting.com' with mean price 0.7, 3 impressions of adomain 'generalmills.com' with mean price 0.2, 1 impressions of adomain 'georgiaboot.com' with mean price 1.6, 2 impressions of adomain 'getcleanpeople.com' with mean price 0.9, 1 impressions of adomain 'glade.com' with mean price 0.0, 5 impressions of adomain 'goldbond.com' with mean price 1.3, 1 impressions of adomain 'goldennugget.com' with mean price 0.1, 2 impressions of adomain 'goodjobgames.com' with mean price 0.0, 6 impressions of adomain 'goodnes.com' with mean price 1.2, 4 impressions of adomain 'goodnites.com' with mean price 0.4, 1 impressions of adomain 'goodwillvirginia.org' with mean price 0.1, 5 impressions of adomain 'google.com' with mean price 0.1, 2 impressions of adomain 'gruma.com' with mean price 0.5, 19 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'habitburger.com' with mean price 0.0, 1 impressions of adomain 'hallmark.com' with mean price 0.3, 1 impressions of adomain 'helloned.com' with mean price 0.1, 3 impressions of adomain 'henkel-northamerica.com' with mean price 0.3, 1 impressions of adomain 'hersheys.com' with mean price 0.3, 1 impressions of adomain 'hiddenvalley.com' with mean price 0.3, 1 impressions of adomain 'highlifellc.com' with mean price 0.3, 1 impressions of adomain 'homedepot.com' with mean price 0.0, 1 impressions of adomain 'hood.com' with mean price 0.3, 4 impressions of adomain 'hp.com' with mean price 0.6, 1 impressions of adomain 'hrcash4homes.com' with mean price 0.1, 3 impressions of adomain 'huggies.com' with mean price 0.4, 4 impressions of adomain 'hulu.com' with mean price 1.2, 3 impressions of adomain 'hungrystudio.com' with mean price 0.4, 1 impressions of adomain 'hutchinson.com' with mean price 0.0, 1 impressions of adomain 'hymanbrothersinfiniti.com' with mean price 0.3, 2 impressions of adomain 'ibotta.com' with mean price 0.0, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 2 impressions of adomain 'illy.com' with mean price 0.3, 1 impressions of adomain 'ingrezza.com' with mean price 0.4, 1 impressions of adomain 'instacart.com' with mean price 0.5, 1 impressions of adomain 'instagram.com' with mean price 0.3, 1 impressions of adomain 'international.com' with mean price 0.4, 1 impressions of adomain 'intimate.ai' with mean price 0.1, 5 impressions of adomain 'investor.vanguard.com' with mean price 0.0, 1 impressions of adomain 'janssen.com' with mean price 1.0, 1 impressions of adomain 'jcpenny.com' with mean price 0.0, 2 impressions of adomain 'jerseymikes.com' with mean price 0.0, 2 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'jmsmucker.com' with mean price 0.5, 166 impressions of adomain 'joelosteen.com' with mean price 2.0, 1 impressions of adomain 'kalvitamins.com' with mean price 0.1, 1 impressions of adomain 'kay.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 3 impressions of adomain 'kennedyspacecenter.com' with mean price 0.0, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 2 impressions of adomain 'kidultlovin.com' with mean price 0.0, 3 impressions of adomain 'kingshawaiian.com' with mean price 0.3, 1 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'lennar.com' with mean price 0.3, 2 impressions of adomain 'linktr.ee' with mean price 0.0, 2 impressions of adomain 'livenationentertainment.com' with mean price 0.5, 1 impressions of adomain 'lizmoore.com' with mean price 0.0, 1 impressions of adomain 'lumryz.com' with mean price 0.5, 2 impressions of adomain 'lynparza.com' with mean price 0.6, 3 impressions of adomain 'macys.com' with mean price 0.0, 16 impressions of adomain 'madison-reed.com' with mean price 0.2, 2 impressions of adomain 'mars.com' with mean price 0.1, 1 impressions of adomain 'maryruthorganics.com' with mean price 0.7, 1 impressions of adomain 'mattel163.com' with mean price 0.0, 2 impressions of adomain 'mccormick.com' with mean price 0.6, 5 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'metamucil.com' with mean price 0.5, 8 impressions of adomain 'microsoft.com' with mean price 0.1, 2 impressions of adomain 'mistplay.com' with mean price 0.0, 2 impressions of adomain 'mixersystems.com' with mean price 0.0, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 4 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'moneylion.com' with mean price 0.0, 7 impressions of adomain 'mountvernon.org' with mean price 0.6, 7 impressions of adomain 'mrsmeyers.com' with mean price 0.2, 4 impressions of adomain 'naturesway.com' with mean price 0.1, 8 impressions of adomain 'naturewise.com' with mean price 0.3, 2 impressions of adomain 'nautica.com' with mean price 0.1, 1 impressions of adomain 'nestleusa.com' with mean price 0.4, 25 impressions of adomain 'nike.com' with mean price 0.0, 4 impressions of adomain 'niveausa.com' with mean price 0.1, 7 impressions of adomain 'nordvpn.com' with mean price 0.1, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nutrail.com' with mean price 0.1, 3 impressions of adomain 'nybakery.com' with mean price 0.8, 1 impressions of adomain 'oakworth.com' with mean price 0.0, 1 impressions of adomain 'oceanspray.com' with mean price 0.3, 6 impressions of adomain 'olay.com' with mean price 0.6, 8 impressions of adomain 'olly.com' with mean price 0.3, 1 impressions of adomain 'one1brands.com' with mean price 0.0, 2 impressions of adomain 'oneaday.com' with mean price 0.7, 1 impressions of adomain 'openbank.us' with mean price 0.2, 2 impressions of adomain 'opensolar.com' with mean price 0.0, 1 impressions of adomain 'pages.topsidefcu.org' with mean price 0.5, 73 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'paycom.com' with mean price 0.9, 24 impressions of adomain 'paypal.com' with mean price 0.4, 2 impressions of adomain 'pediasure.com' with mean price 1.0, 2 impressions of adomain 'pepsi.com' with mean price 0.4, 8 impressions of adomain 'pepsico.com' with mean price 0.6, 6 impressions of adomain 'pepto-bismol.com' with mean price 1.1, 1 impressions of adomain 'perdue.com' with mean price 0.3, 5 impressions of adomain 'pfister.com' with mean price 0.1, 1 impressions of adomain 'pizzahut.com' with mean price 0.0, 1 impressions of adomain 'plannedparenthood.org' with mean price 0.1, 2 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'playtowingames.net' with mean price 0.0, 6 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'polivy.com' with mean price 0.6, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.5, 5 impressions of adomain 'prilosecotc.com' with mean price 0.7, 9 impressions of adomain 'progressive.com' with mean price 0.3, 4 impressions of adomain 'progressivecommercial.com' with mean price 0.3, 1 impressions of adomain 'refreshbrand.com' with mean price 0.3, 3 impressions of adomain 'regeneron.com' with mean price 0.6, 8 impressions of adomain 'rei.com' with mean price 0.7, 2 impressions of adomain 'renewlittlecreek.com' with mean price 1.0, 2 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.1, 6 impressions of adomain 'richmondfishingexpo.com' with mean price 0.1, 1 impressions of adomain 'rockymounttoyota.com' with mean price 0.3, 1 impressions of adomain 'rovio.com' with mean price 0.0, 7 impressions of adomain 'samsclub.com' with mean price 0.6, 24 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'sanofi.com' with mean price 0.3, 1 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'scalingforbusiness.com' with mean price 0.1, 3 impressions of adomain 'scottbrand.com' with mean price 0.5, 4 impressions of adomain 'siriusxm.com' with mean price 0.0, 1 impressions of adomain 'skillup.org' with mean price 0.0, 17 impressions of adomain 'spectrum.com' with mean price 0.3, 5 impressions of adomain 'squareup.com' with mean price 0.0, 1 impressions of adomain 'staplesbusinessadvantage.com' with mean price 0.1, 1 impressions of adomain 'starbrandsltd.co.uk' with mean price 0.4, 16 impressions of adomain 'starbucks.com' with mean price 0.4, 8 impressions of adomain 'stellaartois.com' with mean price 0.5, 1 impressions of adomain 'subaru.com' with mean price 0.7, 1 impressions of adomain 'sunnyhealthfitness.com' with mean price 0.4, 2 impressions of adomain 'surveymonkey.com' with mean price 0.4, 1 impressions of adomain 'sweetfrog.com' with mean price 0.3, 4 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 3 impressions of adomain 'taxonomybusiness.com' with mean price 0.0, 2 impressions of adomain 'taylorfarms.com' with mean price 0.3, 2 impressions of adomain 'tesmallengine.com' with mean price 0.1, 5 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 7 impressions of adomain 'thesimplygoodfoodscompany.gcs-web.com' with mean price 0.1, 5 impressions of adomain 'theupsstore.com' with mean price 1.0, 4 impressions of adomain 'tiktok.com' with mean price 0.6, 1 impressions of adomain 'timberbase.com' with mean price 0.3, 2 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'totalproductexpo.com' with mean price 0.6, 8 impressions of adomain 'tremfya.com' with mean price 2.1, 3 impressions of adomain 'truecitrus.com' with mean price 0.6, 3 impressions of adomain 'truist.com' with mean price 0.0, 1 impressions of adomain 'tuxera.com' with mean price 0.2, 4 impressions of adomain 'twiningsusa.com' with mean price 0.3, 11 impressions of adomain 'ulta.com' with mean price 2.2, 17 impressions of adomain 'unilever.com' with mean price 0.2, 1 impressions of adomain 'universalorlando.com' with mean price 0.1, 1 impressions of adomain 'vahs.com' with mean price 0.3, 1 impressions of adomain 'viavisolutions.com' with mean price 0.1, 19 impressions of adomain 'vicks.com' with mean price 0.8, 5 impressions of adomain 'virginiahousing.com' with mean price 0.4, 40 impressions of adomain 'vitalproteins.com' with mean price 0.1, 3 impressions of adomain 'vsp.com' with mean price 0.4, 1 impressions of adomain 'vwu.edu' with mean price 0.6, 32 impressions of adomain 'walmart.com' with mean price 0.3, 5 impressions of adomain 'watercrestseniorliving.com' with mean price 1.2, 6 impressions of adomain 'wawa.com' with mean price 0.4, 3 impressions of adomain 'wayfair.com' with mean price 1.2, 1 impressions of adomain 'winecountrygiftbaskets.com' with mean price 0.0, 1 impressions of adomain 'www.libertytax.com' with mean price 0.0, 1 impressions of adomain 'wyndhamhotels.com' with mean price 1.8, 2 impressions of adomain 'youtube.com' with mean price 0.1; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.0; 2 sessions in app 'com.tripledot.woodoku', 25 ad_requests with mean bid_floor 5.3; 5 sessions in app 'com.trivia.star.android', 65 ad_requests with mean bid_floor 115.3, 1 impressions of adomain 'smile-365.com' with mean price 1.2; 4 sessions in app 'com.xmonetize.quizzland', 44 ad_requests with mean bid_floor 21.0; 2 sessions in app 'com.zm.crossmath', 18 ad_requests with mean bid_floor 5.3; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.7; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 7.7; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 16.8; 6 sessions in app 'in.playsimple.wordtrip', 25 ad_requests with mean bid_floor 10.0; 1 sessions in app 'kidultlovin.word.zen', 15 ad_requests with mean bid_floor 19.1; 4 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 38 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 ;time_since_impression_in_hours is 149;channel is 'USA/I/bidmachine/com.pieyel.scrabble/False/173';time_since_click_in_hours is 646;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.416504431903879;partition is 1927
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '5db5d6d5-a0ed-4571-8a81-b51ecab05fb3';uuid is '736723ea-f4d1-4c77-a1a7-05cf9c75e7de';bid_timestamp is '2025-01-05 3:10:06';device_id is '5db5d6d5-a0ed-4571-8a81-b51ecab05fb3';biddate is '2025-01-05';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 37.3796001811739;target_cpi is 4.39164765210272;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 50.88;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 177 ;time_since_impression is 87840 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.83;prior_theme_impressions_count is 177;prior_tag_clicks_count is 48 ;time_since_click is 87807;hour is '2025-01-05 03:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior is :[1 sessions in app 'com.bigcake.android.solitairedaily', 7 ad_requests with mean bid_floor 8.3; 37 sessions in app 'com.blackout.spades', 5471 ad_requests with mean bid_floor 14.3, 12 impressions of adomain 'amazon.com' with mean price 1.5, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 1 impressions of adomain 'simplisafe.com' with mean price 0.5, 1 impressions of adomain 'techwayautomotive.com' with mean price 1.9, 2 impressions of adomain 'ziploc.com' with mean price 0.9; 2 sessions in app 'com.clean888.cleansuper.cleaner', 11 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.cleanerelite.ee', 3 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.fbig.spades', 79 ad_requests with mean bid_floor 4.0; 8 sessions in app 'com.funzilla.triple.goods', 115 ad_requests with mean bid_floor 3.3; 35 sessions in app 'com.goods.sorting.games.triple.match3d.puzzle', 587 ad_requests with mean bid_floor 1.6, 1 clicks of adomain 'amazon.com', 21 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'app.boostr.com' with mean price 0.4, 1 impressions of adomain 'bibliaconsigo.com' with mean price 0.0, 4 impressions of adomain 'cricut.com' with mean price 0.3, 1 impressions of adomain 'davidoffgeneva.com' with mean price 0.0, 1 impressions of adomain 'deltafaucet.com' with mean price 0.1, 1 impressions of adomain 'discovery.com' with mean price 0.3, 3 impressions of adomain 'dramabox.com' with mean price 0.0, 1 impressions of adomain 'drinkhint.com' with mean price 0.1, 4 impressions of adomain 'guesswatches.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'homehelpershomecare.com' with mean price 1.2, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 3 impressions of adomain 'justwater.com' with mean price 0.2, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 0.1, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'nestleusa.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 5 impressions of adomain 'pfister.com' with mean price 0.2, 1 impressions of adomain 'pharmavite.com' with mean price 0.1, 10 impressions of adomain 'publix.com' with mean price 0.0, 2 impressions of adomain 'rtjgolf.com' with mean price 0.2, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 1 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 clicks of adomain 'sleepnumber.com', 2 impressions of adomain 'starz.com' with mean price 0.3, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'theralogix.com' with mean price 0.2, 1 impressions of adomain 'vioc.com' with mean price 0.2, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0; 1 sessions in app 'com.homa.free.solitaire.card.game', 2 ad_requests with mean bid_floor 11.6; 3 sessions in app 'com.intensedev.classicsolitaire.gp', 10 ad_requests with mean bid_floor 2.9; 41 sessions in app 'com.mintgames.goods.market', 944 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'about' with mean price 0.6, 1 impressions of adomain 'alkaseltzer.com' with mean price 0.7, 24 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'claritin.com' with mean price 0.4, 2 impressions of adomain 'coca-cola.com' with mean price 0.5, 3 impressions of adomain 'coldstonecreamery.com' with mean price 1.1, 3 impressions of adomain 'discovery.com' with mean price 0.9, 3 impressions of adomain 'generalmills.com' with mean price 0.7, 2 impressions of adomain 'homehelpershomecare.com' with mean price 0.9, 1 impressions of adomain 'liquiddeath.com' with mean price 0.5, 1 clicks of adomain 'logitech.com', 2 impressions of adomain 'logitech.com' with mean price 5.9, 2 impressions of adomain 'pepsico.com' with mean price 1.1, 9 impressions of adomain 'pfister.com' with mean price 0.6, 2 impressions of adomain 'starz.com' with mean price 0.5, 2 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 3.3; 3 sessions in app 'com.solitaire.cards.deluxe', 62 ad_requests with mean bid_floor 147.4; 57 sessions in app 'com.tripledot.spades', 1942 ad_requests with mean bid_floor 31.1; 1 sessions in app 'com.wildcard.classicspades', 15 ad_requests with mean bid_floor 3.4; 4 sessions in app 'phonecleaner.viruscleaner.junkcleaner.cachecleaner.androidmaster', 7 ad_requests with mean bid_floor 5.2; 10 sessions in app 'sorting.games.goods.sort.triple.match3d.puzzle.stuff', 427 ad_requests with mean bid_floor 50.4, 7 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'comcast.com' with mean price 0.2, 2 impressions of adomain 'guesswatches.com' with mean price 0.2, 4 impressions of adomain 'logitech.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'syfovre.com' with mean price 0.2, 1 impressions of adomain 'upsimples.com' with mean price 0.2, 1 impressions of adomain 'webroot.com' with mean price 0.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-05 3:14:54;time_since_impression_in_hours is 24;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 24;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.524881451154609;partition is 841
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '74a8646a-1922-4870-97f4-887c5f4af004';uuid is '2fa21366-25ce-436f-83b1-453572f67031';bid_timestamp is '2025-02-07 12:52:01';device_id is '74a8646a-1922-4870-97f4-887c5f4af004';biddate is '2025-02-07';country is 'USA';app is 'com.playvalve.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 41.5721029187848;target_cpi is 2;campaign is 58325;creative_id is 228773;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'vi';bid_floor is 13.702 ;min_floor is 5.459 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 13.702;prior_tag_impressions_count is 4 ;time_since_impression is 30593499 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 5.27;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is 42693398;hour is '2025-02-07 12:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[2 sessions in app 'com.Seriously.BestFiends', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.fileorganizer.cabinet.efficient', 6 ad_requests with mean bid_floor 6.6; 1 sessions in app 'com.flashlight.callflash.ringingbet', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.instabridge.android', 3 ad_requests with mean bid_floor 129.8; 5 sessions in app 'com.king.candycrushsaga', 11 ad_requests with mean bid_floor 3.7; 21 sessions in app 'com.king.candycrushsodasaga', 62 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.phonetracker.numberfinder.mobilenumberlocator', 1 ad_requests with mean bid_floor 123.8; 17 sessions in app 'com.playvalve.spades', 961 ad_requests with mean bid_floor 106.6, 5 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'colgate.com' with mean price 0.4, 1 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'metabolicmaintenance.com' with mean price 30.6, 1 impressions of adomain 'toyota.com' with mean price 0.6; 1 sessions in app 'com.sleepybaby.lullabysongs', 21 ad_requests with mean bid_floor 11.5; 1 sessions in app 'com.sn.technology.tower.jumping.ball', 78 ad_requests with mean bid_floor 15.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 17.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45696.7345601852;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 12:55:20;time_since_impression_in_hours is 8498;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 11859;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.946615384949281;partition is 1860
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '12a1ca7c-7181-4350-b2fd-e5a55259d131';uuid is '5d9cbf7d-d951-4bc4-bfc6-93eebe70c8ca';bid_timestamp is '2025-02-03 2:44:44';device_id is '12a1ca7c-7181-4350-b2fd-e5a55259d131';biddate is '2025-02-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 31 ;time_since_impression is 188313 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 31;prior_tag_clicks_count is 6 ;time_since_click is 2497374;hour is '2025-02-03 02:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[2 sessions in app 'com.agedstudio.bible.trivia.knowledge', 21 ad_requests with mean bid_floor 6.0; 106 sessions in app 'com.blackout.spades', 23748 ad_requests with mean bid_floor 25.0, 1 impressions of adomain 'adbry.com' with mean price 1.2, 1 impressions of adomain 'all-laundry.com' with mean price 0.2, 20 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 1 impressions of adomain 'cedarhurstliving.com' with mean price 0.9, 7 impressions of adomain 'cityofhope.org' with mean price 3.5, 1 impressions of adomain 'clorox.com' with mean price 0.3, 5 impressions of adomain 'covergirl.com' with mean price 0.4, 9 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'kaiserpermanente.org' with mean price 0.9, 1 clicks of adomain 'kaiserpermanente.org', 2 impressions of adomain 'kelloggs.com' with mean price 1.0, 5 impressions of adomain 'mdalert.com' with mean price 0.3, 1 impressions of adomain 'mdanderson.org' with mean price 2.6, 8 impressions of adomain 'medscape.com' with mean price 2.2, 35 impressions of adomain 'medscape.org' with mean price 0.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 clicks of adomain 'newpub.co', 4 impressions of adomain 'newpub.co' with mean price 3.5, 1 clicks of adomain 'newpub.co/spades', 10 impressions of adomain 'newpub.co/spades' with mean price 3.2, 20 impressions of adomain 'nexlizethcp.com' with mean price 0.7, 1 impressions of adomain 'northparkwmp.com' with mean price 0.3, 7 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 0.4, 3 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'petiq.com' with mean price 0.3, 1 impressions of adomain 'pollarimedia.com' with mean price 2.2, 1 impressions of adomain 'progressive.com' with mean price 0.2, 7 impressions of adomain 'samsung.com' with mean price 1.7, 1 impressions of adomain 'sleeper.com' with mean price 0.4, 2 impressions of adomain 'sparkcures.com' with mean price 4.2, 1 impressions of adomain 'tiktok.com' with mean price 4.0, 4 impressions of adomain 'torkusa.com' with mean price 0.3, 1 impressions of adomain 'vyvgart.com' with mean price 0.4, 1 impressions of adomain 'walmart.com' with mean price 0.3, 2 impressions of adomain 'wkkellogg.com' with mean price 0.4; 5 sessions in app 'com.casual.leftvolg', 265 ad_requests with mean bid_floor 16.7; 2 sessions in app 'com.mixigreestudio.horse.stunts.horse.jumping.horse.games', 31 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.peoplefun.wordcross', 11 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.1; 18 sessions in app 'com.tripledot.woodoku', 736 ad_requests with mean bid_floor 11.1; 1 sessions in app 'com.ttf.monkeyjump', 147 ad_requests with mean bid_floor 12.8; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 18.8; 38 sessions in app 'com.zm.nuts', 1233 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'adidas.com' with mean price 0.1, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 7 impressions of adomain 'instagram.com' with mean price 0.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 8.0, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'tiktok.com' with mean price 2.9, 2 impressions of adomain 'verizon.com' with mean price 0.1, 1 impressions of adomain 'youtube.com' with mean price 0.6; 11 sessions in app 'easy.launcher', 11 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 145.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 52;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 694;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.534796555072154;partition is 1860
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is 'cc3cdf70-9a0d-4fd9-825e-977a353843d4';uuid is '531e0a0f-7862-467d-bc91-7d955d183e31';bid_timestamp is '2024-12-31 5:54:09';device_id is 'cc3cdf70-9a0d-4fd9-825e-977a353843d4';biddate is '2024-12-31';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 8.36769889474104;target_cpi is 2.3326661912861;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 1.344776;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 24 ;time_since_impression is 706448 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.08;prior_theme_impressions_count is 24;prior_tag_clicks_count is 2 ;time_since_click is 58369581;hour is '2024-12-31 05:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[28 sessions in app 'com.handmark.expressweather', 83 ad_requests with mean bid_floor 52.2; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 26 ad_requests with mean bid_floor 1.5; 1 sessions in app 'mtg1132413680', 0 ad_requests with mean bid_floor 0.0; 68 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 2198 ad_requests with mean bid_floor 0.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-31 5:56:39;time_since_impression_in_hours is 196;channel is 'USA/I/applovin/spades.classic.card.free.online.offline.multiplayer/False/117';time_since_click_in_hours is 16214;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.895325877862506;partition is 1298
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '';uuid is '7636bb78-109f-4748-bcd9-713a1069e2d6';bid_timestamp is '2024-12-16 0:39:14';device_id is '417a65eb-c3c5-45b6-9d59-ed3d638d2273';biddate is '2024-12-16';country is 'USA';app is 'com.audiomack';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 20.4064308962314;target_cpi is 11.3009982205853;campaign is 57537;creative_id is 219049;session_duration is 0 ;seller_name is 'Audiomack IS';seller_id is 143;content_type is 'vp';bid_floor is 5.3106 ;min_floor is 5.3106 ;bidmachine_placement_value is ;placement_historical_value is 19.841874;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 2062086 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1.43;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 2062079;hour is '2024-12-16 00:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-16 5:17:39;time_since_impression_in_hours is 572;channel is 'USA/V/bidmachine/com.audiomack/False/143';time_since_click_in_hours is 573;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.715810021617077;partition is 860
|
1
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '0feec2ac-d531-4cb5-9c57-8a375f3beeee';uuid is '054fd90e-56b5-4822-89ec-81e6bf2630c4';bid_timestamp is '2024-12-30 4:12:09';device_id is '0feec2ac-d531-4cb5-9c57-8a375f3beeee';biddate is '2024-12-30';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 6.83799842668606;target_cpi is 4;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 6.724905;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 7136 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1.04;prior_theme_impressions_count is 4;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-30 04:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 18 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.handmark.expressweather', 1 ad_requests with mean bid_floor 83.1; 14 sessions in app 'com.kidultlovin.royalsolitaire', 461 ad_requests with mean bid_floor 65.6, 1 impressions of adomain 'lp.mymagnifi.org' with mean price 1.2, 1 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 2 impressions of adomain 'yourradioplace.com' with mean price 0.6; 42 sessions in app 'com.vitastudio.solitaire', 601 ad_requests with mean bid_floor 48.7, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'astrazeneca.com' with mean price 0.3, 1 impressions of adomain 'brukinsa.com' with mean price 0.2, 2 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.2, 5 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'heartlandorthopedics.com' with mean price 1.1, 34 impressions of adomain 'lilly.com' with mean price 0.8, 1 impressions of adomain 'meater.com' with mean price 0.4, 1 impressions of adomain 'medscapelive.org' with mean price 0.6, 1 impressions of adomain 'mintmobile.com' with mean price 0.2, 2 impressions of adomain 'myrtlebeach.com' with mean price 0.8, 1 impressions of adomain 'nm.org' with mean price 0.7, 25 impressions of adomain 'novomedlink.com' with mean price 2.5, 1 impressions of adomain 'onewheel.com' with mean price 0.2, 4 impressions of adomain 'pfizer.com' with mean price 0.4, 1 impressions of adomain 'sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'sickiesburgers.com' with mean price 1.9, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'sling.com' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 0.4, 1 impressions of adomain 'subaru.com' with mean price 0.2, 4 impressions of adomain 'theratears.com' with mean price 0.4, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 24 impressions of adomain 'walmart.com' with mean price 1.2; 4 sessions in app 'com.wildcard.classicspades', 52 ad_requests with mean bid_floor 5.8, 3 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'starbucks.com' with mean price 0.6, 5 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'in.playsimple.wordtrip', 12 ad_requests with mean bid_floor 24.7; 57 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 1864 ad_requests with mean bid_floor 0.5, 1 clicks of adomain 'temu.com', 7 impressions of adomain 'temu.com' with mean price 10.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.00421671931891198;partition is 860
|
0
|
Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
|
OK ,I got an adtech request with following features: idfa is '7789b552-bcde-4aa7-8652-676ebb05fe0c';uuid is '563eba32-d82d-4dd4-af9d-19f6f7afbc10';bid_timestamp is '2025-02-08 19:40:04';device_id is '7789b552-bcde-4aa7-8652-676ebb05fe0c';biddate is '2025-02-08';country is 'USA';app is 'com.bbumgames.spadesroyale';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 20;target_cpi is 3.71999999999999;campaign is 58288;creative_id is 228965;session_duration is 0 ;seller_name is 'Voodoo MAX';seller_id is 170;content_type is 've';bid_floor is 15.909 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 15.909;prior_tag_impressions_count is 2 ;time_since_impression is 3470981 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 3470948;hour is '2025-02-08 19:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[35 sessions in app 'com.bbumgames.spadesroyale', 798 ad_requests with mean bid_floor 1.5, 2 impressions of adomain 'pg.com' with mean price 5.5, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 5.6; 30 sessions in app 'com.counter.setp.pedometer', 181 ad_requests with mean bid_floor 5.9; 2 sessions in app 'com.intensedev.biblesolitaire.gp', 18 ad_requests with mean bid_floor 2.9; 27 sessions in app 'com.make.audker.mipbui', 128 ad_requests with mean bid_floor 44.7; 10 sessions in app 'com.miracle.block.smash.journey', 252 ad_requests with mean bid_floor 1.3, 1 clicks of adomain 'ballsort.gurugame.ai', 1 impressions of adomain 'ballsort.gurugame.ai' with mean price 8.7, 3 impressions of adomain 'hungrystudio.com/blocks' with mean price 7.0; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 18.3; 1 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 16.4; 13 sessions in app 'kjv.bible.kingjamesbible', 444 ad_requests with mean bid_floor 49.3];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 19:46:20;time_since_impression_in_hours is 964;channel is 'USA/I/bidmachine/com.bbumgames.spadesroyale/True/170';time_since_click_in_hours is 964;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.297826334448432;partition is 2599
|
1
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.