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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 .
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OK ,I got an adtech request with following features: idfa is '88187f8f-54a9-4362-89a2-7b99df3e0a04';uuid is '03569b24-1bf6-420c-8ad5-8d4ea1d6de39';bid_timestamp is '2025-01-07 0:51:15';device_id is '88187f8f-54a9-4362-89a2-7b99df3e0a04';biddate is '2025-01-07';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 84.4425635370143;target_cpi is 2.93056482664986;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 ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 233129 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.37;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 233113;hour is '2025-01-07 00:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[78 sessions in app '366c92f0e86c28974dae632fc7b6205c', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'apps.r.compass', 2 ad_requests with mean bid_floor 146.7; 2 sessions in app 'com.andgame.emptytheparkinglot', 218 ad_requests with mean bid_floor 15.6; 1 sessions in app 'com.bacon.bcn02b.racing.go', 4 ad_requests with mean bid_floor 6.0; 17 sessions in app 'com.blackout.spades', 393 ad_requests with mean bid_floor 7.5, 1 impressions of adomain 'nutramaxlabs.com' with mean price 1.0; 4 sessions in app 'com.dna.solitaireapp', 172 ad_requests with mean bid_floor 99.5, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'kleenex.com' with mean price 0.2; 1 sessions in app 'com.intensedev.classicsolitaire.gp', 6 ad_requests with mean bid_floor 3.7; 6 sessions in app 'com.mobilityware.solitaire', 289 ad_requests with mean bid_floor 18.2, 2 impressions of adomain 'audible.com' with mean price 0.3, 3 impressions of adomain 'bk.com' with mean price 0.5, 1 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'sageglass.com' with mean price 0.3, 4 impressions of adomain 'samsung.com' with mean price 0.3, 1 clicks of adomain 'scopely.com', 1 impressions of adomain 'scopely.com' with mean price 10.9; 1 sessions in app 'com.newpubco.spades', 12 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.pixatone.funautochessgamewogdslnge', 26 ad_requests with mean bid_floor 13.2; 3 sessions in app 'com.playvalve.solitaire', 58 ad_requests with mean bid_floor 59.2; 1 sessions in app 'com.playvalve.spades', 9 ad_requests with mean bid_floor 61.5; 2 sessions in app 'com.solitarie.card.regal.game', 6 ad_requests with mean bid_floor 0.5; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 4.2; 72 sessions in app 'com.vitastudio.mahjong', 1535 ad_requests with mean bid_floor 39.7, 1 impressions of adomain 'acorn.tv' with mean price 0.4, 9 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'apcu.com' with mean price 0.5, 1 impressions of adomain 'beiersdorf.com' with mean price 0.3, 1 impressions of adomain 'centurycommunities.com' with mean price 0.8, 2 impressions of adomain 'dnb.com' with mean price 0.4, 1 impressions of adomain 'dramamine.com' with mean price 0.6, 1 impressions of adomain 'globalpoker.com' with mean price 0.2, 1 impressions of adomain 'gurunetwork.com' with mean price 0.4, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'jared.com' with mean price 0.8, 1 impressions of adomain 'kay.com' with mean price 0.8, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'mattressfirm.com' with mean price 1.7, 1 impressions of adomain 'mcdonalds.com' with mean price 0.3, 1 impressions of adomain 'meineke.com' with mean price 0.9, 6 impressions of adomain 'natchezpowersports.com' with mean price 0.6, 3 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 69.7, 3 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'pinchapenny.com' with mean price 1.1, 1 impressions of adomain 'redriverbank.net' with mean price 0.9, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'shopgenius.com' with mean price 1.1, 1 impressions of adomain 'sweetfrog.com' with mean price 0.2, 1 impressions of adomain 'visitgrandjunction.com' with mean price 0.4; 1 sessions in app 'com.vitastudio.solitaire', 6 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 1 ad_requests with mean bid_floor 146.7; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 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 2025-01-13 2:04:30;time_since_impression_in_hours is 64;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 65;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.378284931735994;partition is 1178
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '9a1874c9-f0fb-4c24-8c1c-9c115495ad0d';uuid is '8af009e5-eb5e-4e45-a757-2079c1531af2';bid_timestamp is '2025-02-05 22:04:28';device_id is '9a1874c9-f0fb-4c24-8c1c-9c115495ad0d';biddate is '2025-02-05';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 215.025600323303;target_cpi is 8;campaign is 58266;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 53;placement_historical_value is 204.77875;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 1979426 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.96;prior_theme_impressions_count is 8;prior_tag_clicks_count is 5 ;time_since_click is 1979409;hour is '2025-02-05 22:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[4 sessions in app '5q9GvG1ULEC0', 0 ad_requests with mean bid_floor 0.0; 5 sessions in app 'at.ner.SolitaireKlondike', 7 ad_requests with mean bid_floor 44.5; 4 sessions in app 'beetles.puzzle.solitaire', 49 ad_requests with mean bid_floor 25.0; 1 sessions in app 'com.IW.Lucky.BingoDash.SMS', 4 ad_requests with mean bid_floor 1.1; 23 sessions in app 'com.LoopGames.Domino', 1790 ad_requests with mean bid_floor 7.2, 2 impressions of adomain 'playtika.com' with mean price 93.0; 1 sessions in app 'com.bhe.tiles', 4 ad_requests with mean bid_floor 87.3; 3 sessions in app 'com.bingo.legends.game', 5 ad_requests with mean bid_floor 27.5; 3 sessions in app 'com.classic.blue.card', 30 ad_requests with mean bid_floor 29.8; 3 sessions in app 'com.drillsoftwell.bingo', 43 ad_requests with mean bid_floor 42.5; 1 sessions in app 'com.easyfun.solitaire', 55 ad_requests with mean bid_floor 12.5, 1 impressions of adomain 'bagelcode.com' with mean price 1.0, 1 impressions of adomain 'betta-games.net' with mean price 1.6, 1 impressions of adomain 'bingoblaze.com' with mean price 1.2, 1 impressions of adomain 'mindcrush-games.com' with mean price 0.9, 1 impressions of adomain 'newpub.co' with mean price 1.5, 1 impressions of adomain 'productmadness.com' with mean price 1.4, 1 impressions of adomain 'spinxgames.com' with mean price 1.2, 1 impressions of adomain 'vitastudio.ai' with mean price 0.9; 15 sessions in app 'com.gs.bb', 583 ad_requests with mean bid_floor 467.4; 1 sessions in app 'com.intensedev.classicsolitaire.gp', 2 ad_requests with mean bid_floor 50.3; 3 sessions in app 'com.justplay.app', 38 ad_requests with mean bid_floor 39.9; 1 sessions in app 'com.marketer.greenpass', 12 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.mwm.procolor', 8 ad_requests with mean bid_floor 32.8; 23 sessions in app 'com.newleaf.app.android.victor', 90 ad_requests with mean bid_floor 50.7; 6 sessions in app 'com.newpubco.spades', 480 ad_requests with mean bid_floor 33.6, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'betta-games.net' with mean price 0.6, 2 impressions of adomain 'childrensplace.com' with mean price 1.2, 1 clicks of adomain 'fetchrewards.com', 2 impressions of adomain 'fetchrewards.com' with mean price 1.0, 2 impressions of adomain 'houstonmethodist.org' with mean price 1.4, 1 clicks of adomain 'intuit.com', 3 impressions of adomain 'intuit.com' with mean price 1.2, 1 impressions of adomain 'murka.com' with mean price 2.8, 1 impressions of adomain 'oakevergames.com' with mean price 0.6, 1 clicks of adomain 'paramountplus.com', 3 impressions of adomain 'paramountplus.com' with mean price 0.8, 5 impressions of adomain 'playtika.com' with mean price 4.1, 2 impressions of adomain 'productmadness.com' with mean price 0.5, 1 impressions of adomain 'salesforce.com' with mean price 0.5, 1 impressions of adomain 'stylewe.com' with mean price 1.4; 1 sessions in app 'com.otium.solitaire.classic.card.game', 10 ad_requests with mean bid_floor 6.7; 40 sessions in app 'com.papaya.bingocash', 58 ad_requests with mean bid_floor 14.1; 1 sessions in app 'com.papaya.bubblecash', 2 ad_requests with mean bid_floor 92.6; 3 sessions in app 'com.papaya.solitairecash', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.playvalve.solitaire', 52 ad_requests with mean bid_floor 49.9; 1 sessions in app 'com.radio.pocketfm', 5 ad_requests with mean bid_floor 14.1; 1 sessions in app 'com.set.starry.plain', 14 ad_requests with mean bid_floor 94.3; 4 sessions in app 'com.solitaire.blast.puzzle', 904 ad_requests with mean bid_floor 330.9, 1 impressions of adomain 'www.solitairecardstudio.com' with mean price 248.3; 1 sessions in app 'com.solitaire.cards.deluxe', 7 ad_requests with mean bid_floor 18.0; 1 sessions in app 'com.solitaire.classic.game', 14 ad_requests with mean bid_floor 108.6, 1 impressions of adomain 'bingoblaze.com' with mean price 2.8, 1 impressions of adomain 'bingojourney.com' with mean price 2.2, 1 impressions of adomain 'murka.com' with mean price 3.5, 1 impressions of adomain 'newpub.co' with mean price 3.2, 3 impressions of adomain 'spinxgames.com' with mean price 4.4; 1 sessions in app 'com.solitaire.relax.classic.card.game', 5 ad_requests with mean bid_floor 14.4; 1 sessions in app 'com.solitairedelight.joy.game', 1 ad_requests with mean bid_floor 5.2; 111 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1632 ad_requests with mean bid_floor 15.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 215.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 44.7, 7 clicks of adomain 'playtika.com', 19 impressions of adomain 'playtika.com' with mean price 65.6, 3 impressions of adomain 'solitairecash.com' with mean price 6.5; 1 sessions in app 'com.standard.puzzle.ooybaa.solitaire', 8 ad_requests with mean bid_floor 2.6; 17 sessions in app 'com.storymatrix.drama', 52 ad_requests with mean bid_floor 9.3; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.uken.BingoPop', 5 ad_requests with mean bid_floor 2.0; 12 sessions in app 'com.vitastudio.color.paint.free.coloring.number', 170 ad_requests with mean bid_floor 35.0, 1 impressions of adomain 'entyvio.com' with mean price 0.5, 1 impressions of adomain 'ocrevus.com' with mean price 0.7, 8 impressions of adomain 'papayagaming.com' with mean price 0.4, 1 impressions of adomain 'solitairecash.com' with mean price 1.3, 9 impressions of adomain 'walmart.com' with mean price 1.8; 1 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 18.9; 1 sessions in app 'loppipoppi.dominoes', 63 ad_requests with mean bid_floor 35.6, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'centurygames.com' with mean price 68.3, 1 impressions of adomain 'chipsahoy.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 7 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'starz.com' with mean price 0.6, 1 impressions of adomain 'williamsinteractive.com' with mean price 0.5, 3 impressions of adomain 'youtube.com' with mean price 0.4];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-02-10 1:44:36;dc_15roundended_before_d8_timestamp is 45696.7345717593;ag_retention_d1_timestamp is 2025-02-05 22:09:19;0_timestamp is 2025-02-05 22:09:19;time_since_impression_in_hours is 549;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 550;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.0439439729994571;partition is 2973
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'fb4fce57-7011-4b67-933d-e100a4b2da13';uuid is '94947274-2675-477a-bb64-1ef1398279b9';bid_timestamp is '2025-01-15 23:46:04';device_id is 'fb4fce57-7011-4b67-933d-e100a4b2da13';biddate is '2025-01-15';country is 'USA';app is 'thxdroid.androidapp.translatepro';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 2.26069873216355;target_cpi is 8.76912682025722;campaign is 57882;creative_id is 222568;session_duration is 216 ;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 50 ;time_since_impression is 178382 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1.07;prior_theme_impressions_count is 50;prior_tag_clicks_count is 16 ;time_since_click is 178379;hour is '2025-01-15 23:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[1 sessions in app 'and.lihuhu.findmatch', 5 ad_requests with mean bid_floor 28.3; 6 sessions in app 'ball.sort.water.puzzle', 466 ad_requests with mean bid_floor 21.3; 2 sessions in app 'com.agedstudio.board.game.dominoes', 44 ad_requests with mean bid_floor 6.4; 18 sessions in app 'com.begamob.rokuremote', 155 ad_requests with mean bid_floor 4.1; 55 sessions in app 'com.blackout.spades', 8079 ad_requests with mean bid_floor 29.6, 1 impressions of adomain 'afcurgentcare.com' with mean price 0.4, 1 impressions of adomain 'alkaseltzer.com' with mean price 2.2, 6 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'arlo.com' with mean price 4.8, 1 impressions of adomain 'aveeno.com' with mean price 1.5, 1 impressions of adomain 'azzaro.com' with mean price 0.6, 1 impressions of adomain 'bigronline.com' with mean price 1.1, 1 impressions of adomain 'brother-usa.com' with mean price 0.3, 2 impressions of adomain 'checkout51.com' with mean price 0.5, 2 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'colesfleamarket.com' with mean price 0.5, 1 impressions of adomain 'cottonelle.com' with mean price 0.5, 4 impressions of adomain 'disneyplus.com' with mean price 0.4, 2 impressions of adomain 'duracell.com' with mean price 0.6, 2 impressions of adomain 'dymatize.com' with mean price 7.4, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 1.5, 1 impressions of adomain 'hopkinsmedicine.org' with mean price 0.7, 1 impressions of adomain 'listerine.com' with mean price 0.4, 2 impressions of adomain 'newpub.co/spades' with mean price 12.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 1 impressions of adomain 'oneaday.com' with mean price 1.2, 2 impressions of adomain 'peacocktv.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 2.5, 1 impressions of adomain 'scjohnson.com' with mean price 0.4, 1 impressions of adomain 'scottbrand.com' with mean price 0.5, 2 impressions of adomain 'tejastoyota.com' with mean price 1.7, 1 impressions of adomain 'viactiv.com' with mean price 0.7, 1 impressions of adomain 'winstar.com' with mean price 0.7; 21 sessions in app 'com.bubblesort.puzzle', 1016 ad_requests with mean bid_floor 31.0, 1 impressions of adomain 'admile.com' with mean price 0.4, 1 impressions of adomain 'allegra.com' with mean price 0.4, 3 impressions of adomain 'amazon.com' with mean price 0.9, 2 impressions of adomain 'brother-usa.com' with mean price 0.3, 1 impressions of adomain 'captkirks.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.5, 3 impressions of adomain 'dialsoap.com' with mean price 0.3, 15 impressions of adomain 'disneyplus.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'houstonmethodist.org' with mean price 1.4, 1 impressions of adomain 'lifeextension.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'pentlyconger.com' with mean price 0.4, 6 impressions of adomain 'prevagen.com' with mean price 1.9, 21 impressions of adomain 'roomstogo.com' with mean price 1.1, 1 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'terrybryant.com' with mean price 0.3, 16 impressions of adomain 'unilever.com' with mean price 0.4; 1 sessions in app 'com.clock.digitalclock.alarmclock.clockapp.alarmapp.clockwidget', 1 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.dp.hidden.objects', 67 ad_requests with mean bid_floor 7.1, 4 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'cottonelle.com' with mean price 0.9, 1 impressions of adomain 'duracell.com' with mean price 1.1, 1 impressions of adomain 'haleon.com' with mean price 1.1; 2 sessions in app 'com.fbig.spades', 18 ad_requests with mean bid_floor 4.1; 12 sessions in app 'com.fiogonia.spades', 1840 ad_requests with mean bid_floor 32.9; 19 sessions in app 'com.gma.soda.sort.puzzle', 436 ad_requests with mean bid_floor 2.8, 3 impressions of adomain 'bigronline.com' with mean price 1.4, 5 impressions of adomain 'chumbacasino.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 16.1, 1 impressions of adomain 'newpub.co/watersort' with mean price 9.0, 1 impressions of adomain 'pearcommerce.com' with mean price 0.7, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'textnow.com' with mean price 5.8; 1 sessions in app 'com.gma.water.sort.puzzle', 22 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.hyilmaz.spades', 11 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.kamagames.blackjack', 4 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.kiaora.dominoes', 21 ad_requests with mean bid_floor 50.6; 4 sessions in app 'com.newpubco.spades', 86 ad_requests with mean bid_floor 15.7, 1 impressions of adomain 'paypal.com' with mean price 2.3; 2 sessions in app 'com.playspare.watersort3d', 55 ad_requests with mean bid_floor 73.2; 67 sessions in app 'com.solitarie.card.regal.game', 619 ad_requests with mean bid_floor 3.7; 2 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 59 ad_requests with mean bid_floor 12.5; 4 sessions in app 'com.standard.puzzle.game.card.solitaire', 22 ad_requests with mean bid_floor 4.3; 3 sessions in app 'com.tripledot.woodoku', 14 ad_requests with mean bid_floor 7.3; 45 sessions in app 'com.veraxen.ftd', 597 ad_requests with mean bid_floor 4.1, 5 clicks of adomain 'ads.netapop.com', 6 impressions of adomain 'ads.netapop.com' with mean price 12.8, 2 clicks of adomain 'receive-the-prize.online', 2 impressions of adomain 'receive-the-prize.online' with mean price 7.8, 1 impressions of adomain 'thelifesaving.co' with mean price 14.0, 2 clicks of adomain 'trk.bestofferconvert.com', 2 impressions of adomain 'trk.bestofferconvert.com' with mean price 10.0; 6 sessions in app 'com.yoogalabgaming.puzzle.sort.ball', 53 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'amazon.com' with mean price 0.7, 5 impressions of adomain 'disneyplus.com' with mean price 0.4, 2 impressions of adomain 'haleon.com' with mean price 3.4; 1 sessions in app 'com.zm.balls', 17 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'unilever.com' with mean price 0.3; 34 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 417 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'alfaromeousaofhouston.com' with mean price 1.3, 5 impressions of adomain 'amazon.com' with mean price 0.6, 10 impressions of adomain 'bigronline.com' with mean price 1.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.7, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 3 impressions of adomain 'prevagen.com' with mean price 9.0, 1 impressions of adomain 't-falusa.com' with mean price 0.3, 1 clicks of adomain 'unilever.com', 5 impressions of adomain 'unilever.com' with mean price 0.3; 2 sessions in app 'find.differences.puzzle.games.spot.free', 28 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'drybarshops.com' with mean price 0.3, 3 impressions of adomain 'voqueznapro.com' with mean price 0.3; 6 sessions in app 'game.card.solitaire.klondike.classic', 16 ad_requests with mean bid_floor 0.0; 3 sessions in app 'game.water.sort.puzzle.android', 81 ad_requests with mean bid_floor 14.1, 1 impressions of adomain 'dove.com' with mean price 0.6, 1 clicks of adomain 'newpub.co/watersort', 1 impressions of adomain 'newpub.co/watersort' with mean price 13.7, 3 impressions of adomain 'unilever.com' with mean price 0.5; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 16.1; 7 sessions in app 'in.playsimple.wordtrip', 32 ad_requests with mean bid_floor 12.5; 2 sessions in app 'jp.co.goodroid.hyper.sortpuzzle.ball', 14 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'haleon.com' with mean price 0.6, 1 impressions of adomain 'unilever.com' with mean price 0.6; 22 sessions in app 'link.merge.puzzle.onnect.number', 509 ad_requests with mean bid_floor 31.0, 2 impressions of adomain 'bit.ly' with mean price 0.7, 1 clicks of adomain 'curative.com', 1 impressions of adomain 'curative.com' with mean price 18.3, 1 impressions of adomain 'global-compression.com' with mean price 0.9, 1 impressions of adomain 'good-turn.com' with mean price 1.4, 1 impressions of adomain 'insurancecollab.com' with mean price 1.0, 1 clicks of adomain 'newpub.co/watersort', 1 impressions of adomain 'newpub.co/watersort' with mean price 5.3, 2 impressions of adomain 'ohio.gov' with mean price 5.8, 1 impressions of adomain 'onemodel.co' with mean price 0.8, 1 impressions of adomain 'prevagen.com' with mean price 2.6; 8 sessions in app 'solitaire.card.classic.bgames', 181 ad_requests with mean bid_floor 34.1, 1 impressions of adomain 'adp.com' with mean price 0.4, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bissell.com' with mean price 0.5, 2 impressions of adomain 'cbdmd.com' with mean price 0.9, 1 impressions of adomain 'curative.com' with mean price 0.6; 3 sessions in app 'sort.ball.color.puzzle.sorting.tube.game', 37 ad_requests with mean bid_floor 2.4, 1 impressions of adomain 'alkaseltzer.com' with mean price 1.1, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 clicks of adomain 'newpub.co/watersort', 2 impressions of adomain 'newpub.co/watersort' with mean price 11.4; 354 sessions in app 'thxdroid.androidapp.translatepro', 2586 ad_requests with mean bid_floor 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 2025-01-16 1:17:49;time_since_impression_in_hours is 49;channel is 'USA/V/applovin/thxdroid.androidapp.translatepro/False/117';time_since_click_in_hours is 50;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.904076044525393;partition is 3222
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '636e3bf5-9012-4779-b4f8-c076b7c71cde';uuid is 'c2a8c302-78ac-4638-af2b-dcb0cf3d6e8a';bid_timestamp is '2025-01-23 4:59:26';device_id is '636e3bf5-9012-4779-b4f8-c076b7c71cde';biddate is '2025-01-23';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 18.3470454767426;target_cpi is 1.11426241179639;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 22.348022;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 0.69;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-23 04:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[5 sessions in app 'com.LoopGames.Domino', 130 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.animal.hunter.sniper', 10 ad_requests with mean bid_floor 44.7; 3 sessions in app 'com.blackout.spades', 157 ad_requests with mean bid_floor 34.9, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 18.3; 7 sessions in app 'com.handmark.expressweather', 8 ad_requests with mean bid_floor 76.5; 1 sessions in app 'com.newpubco.spades', 58 ad_requests with mean bid_floor 10.6; 1 sessions in app 'download.videobrowser.videobrowser', 4 ad_requests with mean bid_floor 1.9];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 2025-01-25 5:00:16;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 0.194031559248832;partition is 913
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'b09cb5b8-66c1-47ad-b22e-eb25f4f981d3';uuid is 'e137c27f-584c-492d-b379-76005d619ae6';bid_timestamp is '2025-01-21 0:44:30';device_id is 'b09cb5b8-66c1-47ad-b22e-eb25f4f981d3';biddate is '2025-01-21';country is 'USA';app is 'com.namewallpaper.smokepoint';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 9.0869323050524;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 345 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 6.6356 ;min_floor is 6.6356 ;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 1.4;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-21 00:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior is :[2 sessions in app 'com.baf.connectballs', 2 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.calculate24.math.braintrain', 63 ad_requests with mean bid_floor 10.4; 1 sessions in app 'com.designmaker.createlogo', 86 ad_requests with mean bid_floor 17.9; 5 sessions in app 'com.diy.boba.drink', 14 ad_requests with mean bid_floor 17.6; 1 sessions in app 'com.enflick.android.TextNow', 1 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.falcon.dm.water.cake.sort.puzzle', 9 ad_requests with mean bid_floor 53.4; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.jura.coloring.page', 9 ad_requests with mean bid_floor 7.0; 1 sessions in app 'com.king.candycrushsaga', 5 ad_requests with mean bid_floor 30.9; 543 sessions in app 'com.metropcs.metrozone', 3584 ad_requests with mean bid_floor 90.5; 1 sessions in app 'com.namewallpaper.smokepoint', 136 ad_requests with mean bid_floor 14.7; 1 sessions in app 'com.newpubco.spades', 15 ad_requests with mean bid_floor 12.6, 1 impressions of adomain 'superplay.co' with mean price 0.5; 1 sessions in app 'com.readpdf.pdfreader.pdfviewer', 7 ad_requests with mean bid_floor 40.1; 9 sessions in app 'com.superplaystudios.dicedreams', 9 ad_requests with mean bid_floor 13.3; 33 sessions in app 'net.peakgames.mobile.spades.android', 1320 ad_requests with mean bid_floor 36.4, 3 impressions of adomain 'playtika.com' with mean price 19.8, 1 clicks of adomain 'scopely.com', 1 impressions of adomain 'scopely.com' with mean price 18.1, 1 impressions of adomain 'walmart.com' with mean price 18.4];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 2025-01-21 0:49:28;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.namewallpaper.smokepoint/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.231466485763484;partition is 950
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '6c7980ae-0f5f-4bac-a26a-94ab3f1bdab8';uuid is '96354075-f6b6-4240-8f82-7f2d645e7a0b';bid_timestamp is '2024-12-24 5:28:03';device_id is '6c7980ae-0f5f-4bac-a26a-94ab3f1bdab8';biddate is '2024-12-24';country is 'USA';app is 'com.jogatina.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 13.6227536946535;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 1936 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.023731;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 19028273 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.64;prior_theme_impressions_count is 7;prior_tag_clicks_count is 1 ;time_since_click is 25;hour is '2024-12-24 05:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior is :[1 sessions in app 'com.DifLabs.Differences', 4 ad_requests with mean bid_floor 34.6; 4 sessions in app 'com.LoopGames.Yatzy', 447 ad_requests with mean bid_floor 2.2, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'arlo.com' with mean price 0.6, 2 impressions of adomain 'coorslight.com' with mean price 0.8, 3 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'mambaby.com' with mean price 0.4, 4 impressions of adomain 'tiktok.com' with mean price 1.4; 2 sessions in app 'com.blackout.word', 42 ad_requests with mean bid_floor 3.2; 3 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 7.2; 1 sessions in app 'com.histudiogames.wordcarnivalg', 4 ad_requests with mean bid_floor 3.4; 23 sessions in app 'com.jogatina.spades', 2019 ad_requests with mean bid_floor 2.2; 22 sessions in app 'com.marbleblast.zuma.marblegame', 182 ad_requests with mean bid_floor 10.5; 1 sessions in app 'com.merge6.mergeremove.goods', 4 ad_requests with mean bid_floor 10.0; 26 sessions in app 'com.metropcs.metrozone', 149 ad_requests with mean bid_floor 90.1; 73 sessions in app 'com.playvalve.yatzy', 31159 ad_requests with mean bid_floor 123.4, 23 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'applebees.com' with mean price 0.4, 2 impressions of adomain 'archwellhealth.com' with mean price 0.5, 1 impressions of adomain 'azmedical.com' with mean price 0.6, 2 impressions of adomain 'bausch.com' with mean price 0.3, 2 impressions of adomain 'bluetriton.com' with mean price 0.3, 2 impressions of adomain 'bobhurleyrv.com' with mean price 0.3, 1 clicks of adomain 'click2win4life.com', 2 impressions of adomain 'click2win4life.com' with mean price 21.0, 2 impressions of adomain 'coca-cola.com' with mean price 0.4, 3 impressions of adomain 'consumertestconnect.com' with mean price 22.7, 9 impressions of adomain 'cox.com' with mean price 0.3, 15 impressions of adomain 'doordash.com' with mean price 0.3, 134 impressions of adomain 'doubleugames.com' with mean price 0.4, 1 clicks of adomain 'doubleugames.com', 3 impressions of adomain 'edwardrose.com' with mean price 0.4, 1 impressions of adomain 'elletteconstruction.com' with mean price 0.1, 3 impressions of adomain 'facebook.com' with mean price 0.4, 1 impressions of adomain 'ferrarausa.com' with mean price 0.4, 10 impressions of adomain 'firespring.com' with mean price 0.2, 3 impressions of adomain 'fisglobal.com' with mean price 0.4, 1 impressions of adomain 'gogreenlawnandtreeservices.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.2, 5 impressions of adomain 'kansascrossingcasino.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 1 impressions of adomain 'mymoneyiq.net' with mean price 21.1, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 1 impressions of adomain 'occf.org' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'philosophy.com' with mean price 0.3, 4 impressions of adomain 'prizestash.com' with mean price 26.3, 2 impressions of adomain 'rewards-locker.com' with mean price 27.7, 2 impressions of adomain 'samplesbuddy.com' with mean price 26.1, 1 impressions of adomain 'sanjose.org' with mean price 0.2, 3 impressions of adomain 'speakupinbronchiectasis.com' with mean price 2.1, 3 impressions of adomain 'textnow.com' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 1.6, 2 impressions of adomain 'traveltexas.com' with mean price 0.2, 1 impressions of adomain 'ukg.com' with mean price 0.2, 1 impressions of adomain 'vailproducts.com' with mean price 0.2, 2 impressions of adomain 'vanguard.com' with mean price 0.1, 2 impressions of adomain 'vyvgart.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.1, 1 impressions of adomain 'winstar.com' with mean price 1.0; 2 sessions in app 'com.theangrykraken.bingo', 64 ad_requests with mean bid_floor 82.0; 2 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 4.6; 1 sessions in app 'f50b5c454369dfc914fa3b0c7638f968', 0 ad_requests with mean bid_floor 0.0; 6 sessions in app 'in.playsimple.wordtrip', 15 ad_requests with mean bid_floor 21.9; 1 sessions in app 'loppipoppi.dominoes', 4 ad_requests with mean bid_floor 2.3];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 2024-12-24 5:30:31;time_since_impression_in_hours is 5285;channel is 'USA/I/applovin/com.jogatina.spades/True/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.714393860196336;partition is 950
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '64503e53-06c2-4f34-a21c-f1233ed01fae';uuid is 'ed18283b-3090-40f5-8247-9ee967f13c38';bid_timestamp is '2025-02-07 17:56:54';device_id is '64503e53-06c2-4f34-a21c-f1233ed01fae';biddate is '2025-02-07';country is 'USA';app is 'com.ugupqdw.bylie.nwfhqhm';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';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 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[2 sessions in app 'com.FailGames.RoyalCarDestroy', 50 ad_requests with mean bid_floor 18.5; 1 sessions in app 'com.abi.car.parking', 1 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.agent.action', 5 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.avecreation.drivingzonegermany', 18 ad_requests with mean bid_floor 9.1; 1 sessions in app 'com.basile.kungfuragdoll', 4 ad_requests with mean bid_floor 13.1; 1 sessions in app 'com.biglime.cookingmadness', 10 ad_requests with mean bid_floor 0.5; 1 sessions in app 'com.firsttouchgames.dls7', 1 ad_requests with mean bid_floor 0.1; 2 sessions in app 'com.ibragunduz.applockpro', 17 ad_requests with mean bid_floor 0.2; 8 sessions in app 'com.kitkagames.fallbuddies', 143 ad_requests with mean bid_floor 15.1; 2 sessions in app 'com.madboxgames.drifter', 40 ad_requests with mean bid_floor 16.7; 2 sessions in app 'com.magic.dancing.tiles.game.piano', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.newpubco.spades', 18 ad_requests with mean bid_floor 11.9; 1 sessions in app 'com.riseup.game', 3 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.robtopx.geometrydashmeltdown', 13 ad_requests with mean bid_floor 0.4; 5 sessions in app 'com.robtopx.geometrydashworld', 35 ad_requests with mean bid_floor 0.4; 4 sessions in app 'com.robtopx.geometryjumplite', 39 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.ugupqdw.bylie.nwfhqhm', 116 ad_requests with mean bid_floor 11.7; 1 sessions in app 'com.zuuks.bus.simulator.ultimate', 13 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.zuuks.truck.simulator.ultimate', 1 ad_requests with mean bid_floor 0.3; 11 sessions in app 'games.spearmint.triplecrush', 97 ad_requests with mean bid_floor 0.3, 1 impressions of adomain 'smartfit.com.br' with mean price 0.0, 1 impressions of adomain 'wtmobile.com' with mean price 2.4; 1 sessions in app 'train.railroad.climb.simulator', 7 ad_requests with mean bid_floor 4.5];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 2025-02-07 18:27:25;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.ugupqdw.bylie.nwfhqhm/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.953953850181353;partition is 3960
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'a69f0ae6-cc38-46be-86c3-f72e7d378596';uuid is 'a7658c2d-7f09-4a8e-bca9-0e6f0a7f4a86';bid_timestamp is '2025-01-04 2:59:45';device_id is 'a69f0ae6-cc38-46be-86c3-f72e7d378596';biddate is '2025-01-04';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 15.4539333470883;target_cpi is 3.8;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 10.6;placement_historical_value is 14.46802;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 433657 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1.62;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is 433642;hour is '2025-01-04 02:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[1 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 33 ad_requests with mean bid_floor 10.5; 1 sessions in app 'com.art.pixel.beauty.girl.games.paint.color.by.numbers', 9 ad_requests with mean bid_floor 0.4, 8 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'brita.ca' with mean price 0.5, 1 impressions of adomain 'eltamd.com' with mean price 0.6; 1 sessions in app 'com.ejkagjkcba.chefsregic', 34 ad_requests with mean bid_floor 10.6; 3 sessions in app 'com.hairclipper.pranksounds.funnyjoke', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.intensedev.biblesolitaire.gp', 15 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.intensedev.classicsolitaire.gp', 3 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.marketer.greenpass', 6 ad_requests with mean bid_floor 0.2; 3 sessions in app 'com.mbarektech.squiddalgonagame', 200 ad_requests with mean bid_floor 11.5; 1 sessions in app 'com.meowth.sort_master', 11 ad_requests with mean bid_floor 5.2; 310 sessions in app 'com.metropcs.metrozone', 2530 ad_requests with mean bid_floor 65.9; 130 sessions in app 'com.otium.solitaire.classic.card.game', 12129 ad_requests with mean bid_floor 23.0; 12 sessions in app 'com.plorixy.plorixy', 258 ad_requests with mean bid_floor 10.3; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 167 ad_requests with mean bid_floor 11.7, 1 impressions of adomain 'welloflife.com' with mean price 8.6; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 10.3; 1 sessions in app 'com.vitastudio.solitaire', 2 ad_requests with mean bid_floor 7.3; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 10.4; 1 sessions in app 'kjv.bible.kingjamesbible', 7 ad_requests with mean bid_floor 33.4; 2 sessions in app 'qrcodescanner.qrcodereader.qrscanner.barcodereader', 3 ad_requests with mean bid_floor 83.7];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 2025-01-04 3:05:53;time_since_impression_in_hours is 120;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 120;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.589962128559227;partition is 569
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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 .
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OK ,I got an adtech request with following features: idfa is '48d5fd5e-f5bd-4d9d-a450-64e0f47bf57c';uuid is '77beb269-3fd3-46ba-ad68-3b2a77da6a64';bid_timestamp is '2025-01-29 0:05:05';device_id is '48d5fd5e-f5bd-4d9d-a450-64e0f47bf57c';biddate is '2025-01-29';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 33.4669191908573;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 610 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';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 '2025-01-29 00:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[3 sessions in app 'com.barkaoui.milky.tea.sorting', 290 ad_requests with mean bid_floor 16.0; 1 sessions in app 'com.newpubco.spades', 10 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.playgendary.bowmasters', 0 ad_requests with mean bid_floor 0.0, 2 clicks of adomain 'temu.com', 2 impressions of adomain 'temu.com' with mean price 2.0; 1 sessions in app 'live.shorttv.apps', 98 ad_requests with mean bid_floor 38.0];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 2025-01-29 2:07:03;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.barkaoui.milky.tea.sorting/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.73273956211082;partition is 2705
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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 .
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OK ,I got an adtech request with following features: idfa is '10d30565-d4fe-4f78-966a-6a6907bbde51';uuid is 'cb8221da-0b3f-4b15-903f-1cd5887e1ba2';bid_timestamp is '2025-02-05 0:24:23';device_id is '10d30565-d4fe-4f78-966a-6a6907bbde51';biddate is '2025-02-05';country is 'USA';app is 'com.sega.sprint';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 12.2653258954119;target_cpi is 1.5;campaign is 58266;creative_id is 229286;session_duration is 0 ;seller_name is 'Sega IS';seller_id is 171;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 28.392857;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 184142 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.33;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 1296037;hour is '2025-02-05 00:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[9 sessions in app 'com.blackout.spades', 1049 ad_requests with mean bid_floor 33.6, 7 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'checkout51.com' with mean price 0.4; 26 sessions in app 'com.lemon.lvoverseas', 42 ad_requests with mean bid_floor 0.0; 11 sessions in app 'com.mobilityware.Spades', 1451 ad_requests with mean bid_floor 10.5, 2 clicks of adomain 'ayarlive.com', 2 impressions of adomain 'ayarlive.com' with mean price 2.4, 10 impressions of adomain 'fiverr.com' with mean price 3.4, 3 impressions of adomain 'healthprimal.com' with mean price 11.1, 1 clicks of adomain 'healthprimal.com', 2 clicks of adomain 'help.supercellsupport.com', 5 impressions of adomain 'help.supercellsupport.com' with mean price 2.3, 2 impressions of adomain 'maznit.com' with mean price 2.3, 2 impressions of adomain 'moonactive.com' with mean price 2.7, 8 impressions of adomain 'playrix.com' with mean price 3.6, 2 impressions of adomain 'productmadness.com' with mean price 2.4, 7 impressions of adomain 'scopely.com' with mean price 3.2, 2 clicks of adomain 'scopely.com', 2 impressions of adomain 'scorewarrior.com' with mean price 2.1, 2 clicks of adomain 'tech.pokergaga.net', 5 impressions of adomain 'tech.pokergaga.net' with mean price 3.3, 1 clicks of adomain 'welive.mobi', 2 impressions of adomain 'welive.mobi' with mean price 2.3; 1 sessions in app 'com.newpubco.spades', 9 ad_requests with mean bid_floor 3.1, 3 impressions of adomain 'furniturerow.com' with mean price 1.1, 1 impressions of adomain 'healthprimal.com' with mean price 12.1; 49 sessions in app 'com.sega.sprint', 451 ad_requests with mean bid_floor 1.5, 1 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 8.7; 3 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 92 ad_requests with mean bid_floor 11.8; 1 sessions in app 'com.tripledot.solitaire', 21 ad_requests with mean bid_floor 21.8; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 6.0; 1 sessions in app 'in.playsimple.wordsearch', 47 ad_requests with mean bid_floor 15.4; 5 sessions in app 'net.peakgames.mobile.spades.android', 156 ad_requests with mean bid_floor 25.5];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 23:31:14;time_since_impression_in_hours is 51;channel is 'USA/I/bidmachine/com.sega.sprint/False/171';time_since_click_in_hours is 360;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.306131926124011;partition is 277
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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 .
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OK ,I got an adtech request with following features: idfa is '64d4a0a6-975a-4315-9c02-753c084251d7';uuid is 'b146d479-bf8c-48c6-9334-cbb67dde95e2';bid_timestamp is '2025-02-08 6:31:11';device_id is '64d4a0a6-975a-4315-9c02-753c084251d7';biddate is '2025-02-08';country is 'USA';app is 'com.cocos2dgame.HappyShark';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 52.4133877802196;target_cpi is 2;campaign is 58189;creative_id is 229452;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';bid_floor is 18.5606 ;min_floor is 18.5606 ;bidmachine_placement_value is 19.776119;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.39;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-08 06:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[5 sessions in app 'com.GMA.Ball.Sort.Puzzle', 54 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.amaze.game.bingo.gp', 2 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.begin.kdhsnc', 5 ad_requests with mean bid_floor 48.8; 3 sessions in app 'com.bible.catholic.ismla', 36 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.candy.match.tiles.party', 5 ad_requests with mean bid_floor 1.1; 15 sessions in app 'com.candy.shelf.dessert.match.delight', 876 ad_requests with mean bid_floor 18.6, 1 clicks of adomain 'newpub.co/watersort', 1 impressions of adomain 'newpub.co/watersort' with mean price 7.4, 1 impressions of adomain 'orgain.com' with mean price 9.1; 2 sessions in app 'com.card.acesolitaire', 55 ad_requests with mean bid_floor 67.0; 1 sessions in app 'com.classic.blue.card', 11 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.cocos2dgame.HappyShark', 99 ad_requests with mean bid_floor 12.5; 1 sessions in app 'com.daily.bible.trivia.android', 8 ad_requests with mean bid_floor 6.3; 1 sessions in app 'com.drama.strength.supports.experience', 25 ad_requests with mean bid_floor 16.4; 1 sessions in app 'com.econogames.bible.wordsearch.gp', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.fruitmatch.meloneat.fusion.coconut', 39 ad_requests with mean bid_floor 12.4; 3 sessions in app 'com.fugo.wow', 53 ad_requests with mean bid_floor 8.8; 3 sessions in app 'com.gimica.solitaireverse', 198 ad_requests with mean bid_floor 6.2, 1 impressions of adomain 'dave.com' with mean price 0.1, 1 impressions of adomain 'dramabox.com' with mean price 0.1, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 1 impressions of adomain 'kash.gg' with mean price 0.0, 2 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'playsimple.in' with mean price 0.1; 1 sessions in app 'com.intensedev.biblesolitaire.gp', 7 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.join.modern.indicates.flag', 28 ad_requests with mean bid_floor 16.5; 7 sessions in app 'com.justplay.app', 52 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.lagg.animal.world.game', 7 ad_requests with mean bid_floor 5.5; 65 sessions in app 'com.liotek.lannbible', 314 ad_requests with mean bid_floor 102.0; 1 sessions in app 'com.luckybingoday.pg', 66 ad_requests with mean bid_floor 2.7; 3 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 18 ad_requests with mean bid_floor 3.0; 2 sessions in app 'com.newpubco.spades', 39 ad_requests with mean bid_floor 21.9; 8 sessions in app 'com.oakever.tiletrip', 212 ad_requests with mean bid_floor 35.0; 1 sessions in app 'com.orderofball.fun', 9 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.otium.solitaire.classic.card.game', 11 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.playvalve.ballsort', 17 ad_requests with mean bid_floor 73.6; 1 sessions in app 'com.playvalve.connect.dots', 33 ad_requests with mean bid_floor 89.5; 5 sessions in app 'com.playvalve.dominoes', 4037 ad_requests with mean bid_floor 168.9, 1 impressions of adomain 'frostbank.com' with mean price 0.4, 1 impressions of adomain 'houstonmethodist.org' with mean price 1.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.4, 2 impressions of adomain 'walgreens.com' with mean price 0.6; 95 sessions in app 'com.playvalve.solitaire', 19091 ad_requests with mean bid_floor 163.3, 2 impressions of adomain '7-eleven.com' with mean price 1.1, 12 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'benbridge.com' with mean price 0.9, 1 impressions of adomain 'br.coffee' with mean price 1.3, 1 impressions of adomain 'cabometyx.com' with mean price 0.8, 1 impressions of adomain 'coldstonecreamery.com' with mean price 1.4, 1 impressions of adomain 'dynavap.com' with mean price 0.7, 1 impressions of adomain 'earnwithreally.com' with mean price 17.6, 1 impressions of adomain 'elich.com' with mean price 2.1, 1 impressions of adomain 'elysianliving.com' with mean price 0.8, 2 impressions of adomain 'epicmountaingear.com' with mean price 0.9, 5 impressions of adomain 'firsthorizon.com' with mean price 0.7, 1 impressions of adomain 'frostbank.com' with mean price 0.5, 1 impressions of adomain 'futurhealth.com' with mean price 0.9, 1 impressions of adomain 'groundtruth.com' with mean price 0.4, 1 impressions of adomain 'harrys.com' with mean price 1.1, 1 impressions of adomain 'jared.com' with mean price 0.6, 1 impressions of adomain 'law.com' with mean price 0.5, 1 impressions of adomain 'mcdonalds.com' with mean price 1.2, 1 impressions of adomain 'meneses.law' with mean price 1.3, 2 impressions of adomain 'mobilesafetytech.com' with mean price 1.1, 1 impressions of adomain 'morganandco.com' with mean price 0.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'oakbendmedcenter.org' with mean price 1.2, 5 impressions of adomain 'paramount.com' with mean price 0.4, 2 impressions of adomain 'puschnguyen.com' with mean price 0.4, 7 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 1.7, 1 impressions of adomain 'vendasta.com' with mean price 0.4, 1 impressions of adomain 'vwofclearlake.com' with mean price 0.7, 6 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'woodlandspringshealth.com' with mean price 0.4, 1 impressions of adomain 'www.admile.com' with mean price 0.6; 30 sessions in app 'com.playvalve.tc', 1191 ad_requests with mean bid_floor 102.3; 9 sessions in app 'com.playvalve.tm', 113 ad_requests with mean bid_floor 108.8; 6 sessions in app 'com.playvalve.wsjourney', 699 ad_requests with mean bid_floor 96.1, 1 impressions of adomain 'americangreetings.com' with mean price 0.3, 1 impressions of adomain 'eosfitness.com' with mean price 0.4, 1 impressions of adomain 'gourmetnut.com' with mean price 1.5, 1 impressions of adomain 'secure.houstonfoodbank.org' with mean price 0.8, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.4; 1 sessions in app 'com.qrcode.quick.scango', 40 ad_requests with mean bid_floor 3.1; 39 sessions in app 'com.saintel.labible', 173 ad_requests with mean bid_floor 67.1; 4 sessions in app 'com.sea.match.abyssal.tiles', 10 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.sg.sorttheball', 1 ad_requests with mean bid_floor 9.1; 1 sessions in app 'com.sharing.newly.chocolate.cold', 17 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.tips.plastic.rare', 8 ad_requests with mean bid_floor 19.7, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5; 1 sessions in app 'com.traffic.though.simply', 13 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.width.variable.ticket.videos', 10 ad_requests with mean bid_floor 2.6; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.6; 1 sessions in app 'hang.man.word.guessing.games', 41 ad_requests with mean bid_floor 48.6; 3 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 13.4; 1 sessions in app 'spider.classic.solitaire.card.pgmaker', 2 ad_requests with mean bid_floor 13.8];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 6:45:03;0_timestamp is 2025-02-08 6:45:03;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.cocos2dgame.HappyShark/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.116114102185586;partition is 1182
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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 .
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OK ,I got an adtech request with following features: idfa is '946a5c79-d99e-4406-bcdf-694d7aa1cb48';uuid is '27274af7-911c-465e-9226-11a79c94e5b8';bid_timestamp is '2025-01-20 2:02:49';device_id is '946a5c79-d99e-4406-bcdf-694d7aa1cb48';biddate is '2025-01-20';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 103.487102337272;target_cpi is 1.44367575517634;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 4.416667;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 1.76;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-20 02:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[108 sessions in app 'ae0216b0e79d8901a3ccda478962c4c0', 0 ad_requests with mean bid_floor 0.0; 11 sessions in app 'casino.legendary.cash.slots.android', 337 ad_requests with mean bid_floor 44.3; 17 sessions in app 'clubillion.social.slots.casino.friends.free.android', 309 ad_requests with mean bid_floor 12.3; 1 sessions in app 'com.americasbestpics', 1 ad_requests with mean bid_floor 15.5; 2 sessions in app 'com.bagelcode.slots1', 6 ad_requests with mean bid_floor 7.8; 2 sessions in app 'com.balloon.master.cube.match', 33 ad_requests with mean bid_floor 1.7; 3 sessions in app 'com.blackout.spades', 275 ad_requests with mean bid_floor 18.5; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 28.0; 2 sessions in app 'com.browserzheng.foundernews', 187 ad_requests with mean bid_floor 8.2; 1 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 21 ad_requests with mean bid_floor 7.1; 1 sessions in app 'com.fileorganizer.cabinet.efficient', 33 ad_requests with mean bid_floor 6.1; 7 sessions in app 'com.huuuge.stars.slots', 12 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.image.conveimage', 482 ad_requests with mean bid_floor 47.0; 1 sessions in app 'com.newpubco.spades', 110 ad_requests with mean bid_floor 10.8, 1 impressions of adomain 'draftkings.com' with mean price 0.4, 1 impressions of adomain 'justdice.io' with mean price 0.5, 1 impressions of adomain 'libertyhomecare.com' with mean price 0.4, 2 impressions of adomain 'playtika.com' with mean price 1.5, 1 impressions of adomain 'snap.com' with mean price 0.5, 2 impressions of adomain 'subaru.com' with mean price 0.3, 1 impressions of adomain 'supertreat.net' with mean price 0.2; 2 sessions in app 'com.pennyrecorder.budget', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 8.7; 4 sessions in app 'com.playlinks.slotmate', 20 ad_requests with mean bid_floor 148.4; 1 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 3.8; 28 sessions in app 'com.wildcard.spades', 1911 ad_requests with mean bid_floor 7.3, 1 impressions of adomain 'avature.net' with mean price 0.6, 1 impressions of adomain 'canaanresort.com' with mean price 0.5, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 8.5, 1 impressions of adomain 'freecash.com' with mean price 12.9, 1 impressions of adomain 'joinpropel.com' with mean price 0.3, 1 impressions of adomain 'justdice.io' with mean price 2.1, 1 impressions of adomain 'luckylandslots.com' with mean price 3.0, 1 clicks of adomain 'megafortuna.co', 1 impressions of adomain 'megafortuna.co' with mean price 10.7, 2 impressions of adomain 'mobilityware.com' with mean price 0.5, 1 impressions of adomain 'numerator.com' with mean price 0.5, 3 impressions of adomain 'offerhives.com' with mean price 1.3, 1 clicks of adomain 'playwsop.com', 12 impressions of adomain 'playwsop.com' with mean price 15.6, 1 impressions of adomain 'pluto.tv' with mean price 0.4, 5 impressions of adomain 'purina.com' with mean price 0.5, 1 impressions of adomain 'scrambly.io' with mean price 13.9, 1 clicks of adomain 'scrambly.io', 1 impressions of adomain 'shopgenius.com' with mean price 0.9, 4 impressions of adomain 'simpli.fi' with mean price 2.1, 1 impressions of adomain 'www.admile.com' with mean price 0.4; 4 sessions in app 'com.zynga.wizardofoz', 53 ad_requests with mean bid_floor 59.4; 1 sessions in app 'cx.breeze.cleaner', 176 ad_requests with mean bid_floor 14.3; 1 sessions in app 'in.playsimple.tripcross', 12 ad_requests with mean bid_floor 44.5; 5 sessions in app 'in.playsimple.wordtrip', 29 ad_requests with mean bid_floor 10.2; 17 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 731 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.9, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 103.5];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 2025-01-20 2:05:04;time_since_impression_in_hours is 0;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 0;fast_click_2h is 0;rnd is 0.169396565239428;partition is 2589
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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 .
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OK ,I got an adtech request with following features: idfa is '5bb8c383-fa4e-4db3-abf7-d801a2809dec';uuid is '830acccb-bdc5-4117-886a-93a26b297cec';bid_timestamp is '2025-02-06 18:30:48';device_id is '5bb8c383-fa4e-4db3-abf7-d801a2809dec';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 60.8031531957003;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 21.2;placement_historical_value is 60.331545;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 1.29;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 :[2 sessions in app 'com.blackout.spades', 109 ad_requests with mean bid_floor 15.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 60.8, 1 impressions of adomain 'offerhives.com' with mean price 0.8, 1 impressions of adomain 'productmadness.com' with mean price 0.8; 1 sessions in app 'com.fiogonia.spades', 8 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.grandcashslots.free.gp', 12 ad_requests with mean bid_floor 177.9; 2 sessions in app 'com.newpubco.spades', 114 ad_requests with mean bid_floor 22.7, 4 impressions of adomain '9snail.com' with mean price 1.0, 2 impressions of adomain 'pandora.com' with mean price 0.7, 2 impressions of adomain 'playtika.com' with mean price 0.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 18:39:15;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 0.331300733950056;partition is 1183
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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 .
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OK ,I got an adtech request with following features: idfa is '0523ab58-2100-4ddd-af8d-dc0a6cbb7842';uuid is 'a78f48ef-fef7-48f7-b801-1e34bc45c679';bid_timestamp is '2025-02-07 6:32:07';device_id is '0523ab58-2100-4ddd-af8d-dc0a6cbb7842';biddate is '2025-02-07';country is 'USA';app is 'com.tripledot.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 29.9999999999999;target_cpi is 3.71999999999999;campaign is 58286;creative_id is 228965;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 36.805555;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 19422634 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 19422627;hour is '2025-02-07 06:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[2 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'oneaday.com' with mean price 0.7, 1 impressions of adomain 'syneoshealth.com' with mean price 1.4; 1 sessions in app 'com.fiogonia.spades', 5 ad_requests with mean bid_floor 9.5; 76 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 2010 ad_requests with mean bid_floor 2.4, 2 impressions of adomain 'abcmouse.com' with mean price 0.0, 19 impressions of adomain 'adidas.com' with mean price 0.0, 34 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'bidease.com_101931' with mean price 0.0, 2 impressions of adomain 'campbells.com' with mean price 0.3, 1 impressions of adomain 'castrol.com' with mean price 0.1, 1 impressions of adomain 'chickenofthesea.com' with mean price 0.2, 1 impressions of adomain 'claritin.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.3, 4 impressions of adomain 'coca-cola.com' with mean price 0.2, 3 impressions of adomain 'colgate.com' with mean price 0.1, 1 impressions of adomain 'combe.com' with mean price 0.1, 1 impressions of adomain 'consumable.com' with mean price 0.0, 2 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'dasher.doordash.com' with mean price 1.4, 6 impressions of adomain 'depend.com' with mean price 0.1, 5 impressions of adomain 'dove.com' with mean price 0.2, 5 impressions of adomain 'fitbit.com' with mean price 0.1, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 7 impressions of adomain 'google.com' with mean price 0.2, 5 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'instacart.com' with mean price 0.0, 2 impressions of adomain 'iottechnews.com' with mean price 0.2, 2 impressions of adomain 'kcprofessional.com' with mean price 0.5, 1 impressions of adomain 'lowes.com' with mean price 0.0, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'myq.com' with mean price 0.7, 2 impressions of adomain 'neutrogena.com' with mean price 0.3, 1 impressions of adomain 'nowfoods.com' with mean price 0.3, 2 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 3 impressions of adomain 'olly.com' with mean price 0.3, 1 impressions of adomain 'opalescence.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.4, 4 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'paramount.com' with mean price 0.0, 5 impressions of adomain 'philips.com' with mean price 0.2, 1 impressions of adomain 'planetoat.com' with mean price 0.1, 10 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.3, 1 impressions of adomain 'prestigebrands.com' with mean price 0.1, 6 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'refreshbrand.com' with mean price 0.2, 9 impressions of adomain 'royalcanin.com' with mean price 0.1, 1 impressions of adomain 'sallyhansen.com' with mean price 0.5, 1 impressions of adomain 'shopgenius.com' with mean price 0.8, 5 impressions of adomain 'sleepnumber.com' with mean price 0.3, 2 impressions of adomain 'sliding.toys' with mean price 0.2, 1 clicks of adomain 'sliding.toys', 1 impressions of adomain 'standardprocess.com' with mean price 0.1, 1 impressions of adomain 'starz.com' with mean price 0.2, 1 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'tonies.com' with mean price 0.5, 1 impressions of adomain 'tula.com' with mean price 0.2, 1 impressions of adomain 'unilever.com' with mean price 0.1, 1 impressions of adomain 'usmed.com' with mean price 0.4, 1 impressions of adomain 'windex.com' with mean price 0.1, 1 impressions of adomain 'www.admile.com' with mean price 0.5, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0, 1 impressions of adomain 'yocanblack.com' with mean price 0.4, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 33 sessions in app 'com.pieyel.scrabble', 2634 ad_requests with mean bid_floor 5.3, 2 impressions of adomain '7-eleven.com' with mean price 1.2, 5 impressions of adomain 'abbottnutrition.com' with mean price 0.6, 2 impressions of adomain 'acast.com' with mean price 0.0, 14 impressions of adomain 'accesscapital.com' with mean price 0.1, 1 impressions of adomain 'acumen.education' with mean price 0.0, 186 impressions of adomain 'adidas.com' with mean price 0.0, 43 impressions of adomain 'adobe.com' with mean price 0.0, 13 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 'alkaseltzer.com' with mean price 0.1, 1 impressions of adomain 'allerganeyecare.com' with mean price 0.6, 1 impressions of adomain 'aloha.com' with mean price 0.0, 69 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'amc.edu' with mean price 0.0, 1 impressions of adomain 'americansafety.net' with mean price 0.4, 3 impressions of adomain 'amtrakdowneaster.com' with mean price 0.3, 2 impressions of adomain 'anytimefitness.com' with mean price 0.0, 3 impressions of adomain 'appliedenergysystems.com' with mean price 0.1, 2 impressions of adomain 'autodealsnearyou.com' with mean price 0.3, 1 impressions of adomain 'aveeno.com' with mean price 0.6, 10 impressions of adomain 'baronsmajorbrands.com' with mean price 0.0, 2 impressions of adomain 'bausch.com' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'bestbuy.com' with mean price 0.0, 1 impressions of adomain 'bettercomp.com' with mean price 1.1, 3 impressions of adomain 'bidease.com_101931' with mean price 0.1, 3 impressions of adomain 'bimbobakeriesusa.com' with mean price 0.3, 3 impressions of adomain 'bjs.com' with mean price 3.8, 5 impressions of adomain 'bluebuffalo.com' with mean price 0.0, 1 impressions of adomain 'blueiguanarestaurant.net' with mean price 1.1, 1 impressions of adomain 'bragg.com' with mean price 0.4, 1 impressions of adomain 'brand-acumen-studios.com' with mean price 0.1, 1 impressions of adomain 'bu.edu' with mean price 0.0, 1 impressions of adomain 'buildwithstrength.com' with mean price 0.0, 3 impressions of adomain 'cadillac.com' with mean price 0.0, 4 impressions of adomain 'cambridge.org' with mean price 0.1, 3 impressions of adomain 'campbellsfoodservice.com' with mean price 0.4, 1 impressions of adomain 'casella.com' with mean price 0.6, 4 impressions of adomain 'castrol.com' with mean price 0.0, 3 impressions of adomain 'cdtechno.com' with mean price 0.0, 1 impressions of adomain 'celsius.com' with mean price 0.5, 3 impressions of adomain 'chirinoslawfirm.com' with mean price 0.2, 8 impressions of adomain 'chobani.com' with mean price 0.4, 1 clicks of adomain 'chobani.com', 3 impressions of adomain 'city.minigame.vip' with mean price 0.1, 2 impressions of adomain 'clifbar.com' with mean price 0.0, 4 impressions of adomain 'clorox.com' with mean price 0.0, 1 impressions of adomain 'coante.com' with mean price 0.1, 17 impressions of adomain 'coca-cola.com' with mean price 1.3, 5 impressions of adomain 'coca-colacompany.com' with mean price 2.3, 12 impressions of adomain 'cocacola.com' with mean price 0.0, 52 impressions of adomain 'consumable.com' with mean price 0.0, 5 impressions of adomain 'convenientmd.com' with mean price 0.0, 68 impressions of adomain 'costco.com' with mean price 0.0, 1 impressions of adomain 'cottonelle.com' with mean price 0.0, 3 impressions of adomain 'covergirl.com' with mean price 0.1, 2 impressions of adomain 'cradleofaviation.org' with mean price 0.1, 8 impressions of adomain 'crcgroup.com' with mean price 0.0, 1 impressions of adomain 'cveep.org' with mean price 0.1, 6 impressions of adomain 'dailyworthing.com' with mean price 0.0, 2 impressions of adomain 'dairyqueen.com' with mean price 0.2, 33 impressions of adomain 'danonenorthamerica.com' with mean price 0.3, 5 impressions of adomain 'dcu.org' with mean price 0.3, 22 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dermstore.com' with mean price 0.0, 1 impressions of adomain 'dialsoap.com' with mean price 0.0, 1 impressions of adomain 'dinoglobalstudio.com' with mean price 0.0, 3 impressions of adomain 'discovery.com' with mean price 0.4, 341 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dove.com' with mean price 0.2, 5 impressions of adomain 'draper.com' with mean price 0.0, 5 impressions of adomain 'dreft.com' with mean price 0.6, 1 impressions of adomain 'drvince.com' with mean price 0.2, 2 impressions of adomain 'dulcolax.com' with mean price 0.1, 1 impressions of adomain 'earthrated.com' with mean price 0.0, 3 impressions of adomain 'edgewaterhotel.com' with mean price 0.1, 2 impressions of adomain 'elevatetrampolinepark.com' with mean price 1.3, 1 impressions of adomain 'energizer.com' with mean price 0.0, 4 impressions of adomain 'enhertu.com' with mean price 0.5, 1 impressions of adomain 'ensure.com' with mean price 0.0, 4 impressions of adomain 'esofund.com' with mean price 0.1, 1 impressions of adomain 'exxon.com' with mean price 0.5, 1 impressions of adomain 'ezcater.com' with mean price 0.3, 1 impressions of adomain 'favoritestaffing.com' with mean price 0.0, 1 impressions of adomain 'fedex.com' with mean price 0.6, 1 impressions of adomain 'ferrarausa.com' with mean price 0.0, 2 impressions of adomain 'fetchrewards.com' with mean price 0.0, 2 impressions of adomain 'floridatech.edu' with mean price 0.0, 12 impressions of adomain 'flymanchester.com' with mean price 0.3, 22 impressions of adomain 'fourseasonssir.com' with mean price 0.1, 1 impressions of adomain 'franklincummings.edu' with mean price 0.2, 1 impressions of adomain 'franksredhot.com' with mean price 0.5, 1 impressions of adomain 'fsistrategies.com' with mean price 0.1, 6 impressions of adomain 'gardenoflife.com' with mean price 0.0, 1 impressions of adomain 'getjobber.com' with mean price 0.0, 1 impressions of adomain 'ghirardelli.com' with mean price 0.3, 2 impressions of adomain 'gnc.com' with mean price 0.2, 1 impressions of adomain 'gocoastguard.com' with mean price 0.0, 1 impressions of adomain 'gofortuna.com' with mean price 0.0, 4 impressions of adomain 'goldbond.com' with mean price 0.3, 1 impressions of adomain 'goodgist.com' with mean price 0.3, 9 impressions of adomain 'goodnes.com' with mean price 0.5, 5 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'gortons.com' with mean price 0.4, 5 impressions of adomain 'gradsoflife.org' with mean price 0.1, 1 impressions of adomain 'hadenclaims.com' with mean price 0.1, 2 impressions of adomain 'haleon.com' with mean price 0.1, 9 impressions of adomain 'hallmark.com' with mean price 0.4, 2 impressions of adomain 'hallmarkchannel.com' with mean price 0.1, 2 impressions of adomain 'hannaford.com' with mean price 0.6, 1 impressions of adomain 'hemmersbach.com' with mean price 0.0, 3 impressions of adomain 'hfsa.org' with mean price 0.1, 2 impressions of adomain 'hillspet.com' with mean price 0.3, 2 impressions of adomain 'homespotter.com' with mean price 0.3, 6 impressions of adomain 'hood.com' with mean price 0.3, 2 impressions of adomain 'hotelindigomountpleasant.com' with mean price 0.1, 10 impressions of adomain 'hulu.com' with mean price 0.5, 1 impressions of adomain 'hungrystudio.com' with mean price 0.2, 2 impressions of adomain 'icyhot.com' with mean price 0.1, 46 impressions of adomain 'iheart.com' with mean price 0.0, 5 impressions of adomain 'illinois.edu' with mean price 0.1, 4 impressions of adomain 'illumina.com' with mean price 0.0, 1 clicks of adomain 'illumina.com', 12 impressions of adomain 'indeed.com' with mean price 0.0, 1 impressions of adomain 'instacart.com' with mean price 4.4, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 1 impressions of adomain 'investpr.org' with mean price 1.7, 2 impressions of adomain 'involvedmedia.com' with mean price 0.4, 4 impressions of adomain 'janssen.com' with mean price 0.9, 1 impressions of adomain 'jeenie.com' with mean price 0.0, 8 impressions of adomain 'jmsmucker.com' with mean price 0.4, 2 impressions of adomain 'jordansfurniture.com' with mean price 0.2, 1 impressions of adomain 'kellanova.com' with mean price 0.4, 2 impressions of adomain 'kelloggs.com' with mean price 1.3, 1 impressions of adomain 'kindsnacks.com' with mean price 8.3, 2 impressions of adomain 'kingshawaiian.com' with mean price 0.4, 4 impressions of adomain 'kraftheinzcompany.com' with mean price 0.3, 1 impressions of adomain 'kyocera.com' with mean price 0.5, 4 impressions of adomain 'lactalisheritagedairy.com' with mean price 0.4, 3 impressions of adomain 'lacteol.com' with mean price 0.0, 2 impressions of adomain 'libertytax.com' with mean price 0.0, 1 impressions of adomain 'liceclinicsofamerica.com' with mean price 0.0, 2 impressions of adomain 'lifeextension.com' with mean price 0.0, 5 impressions of adomain 'liquiddeath.com' with mean price 0.1, 1 impressions of adomain 'liquorandwineoutlets.com' with mean price 1.8, 1 impressions of adomain 'lunsumio.com' with mean price 0.3, 1 impressions of adomain 'lusbrands.com' with mean price 0.0, 1 impressions of adomain 'm.thehalara.com' with mean price 0.1, 1 impressions of adomain 'macys.com' with mean price 0.0, 2 impressions of adomain 'marcoexpert.com' with mean price 0.3, 2 impressions of adomain 'marketplacebranding.com' with mean price 0.4, 1 impressions of adomain 'massgeneralbrigham.org' with mean price 0.5, 2 impressions of adomain 'matrix.com' with mean price 0.0, 1 impressions of adomain 'maybelline.com' with mean price 0.0, 7 impressions of adomain 'mazdausa.com' with mean price 0.5, 35 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'mcdonalds.com' with mean price 0.5, 6 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mercer.com' with mean price 0.4, 7 impressions of adomain 'metamucil.com' with mean price 0.5, 4 impressions of adomain 'metlife.com' with mean price 0.0, 1 impressions of adomain 'midea.com' with mean price 0.5, 2 impressions of adomain 'mintmobile.com' with mean price 0.1, 3 impressions of adomain 'mizkan.com' with mean price 0.4, 12 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'montgomerytwp.org' with mean price 0.1, 1 impressions of adomain 'myriadcreativeservices.com' with mean price 0.0, 10 impressions of adomain 'nestleusa.com' with mean price 0.4, 2 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'norton.com' with mean price 0.0, 1 impressions of adomain 'novonordisk.com' with mean price 0.6, 3 impressions of adomain 'nutrafol.com' with mean price 0.1, 12 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 1 impressions of adomain 'nynow.com' with mean price 0.5, 3 impressions of adomain 'obmedia.com' with mean price 0.0, 7 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 1 impressions of adomain 'openskycs.org' with mean price 0.1, 2 impressions of adomain 'orlandomeeting.com' with mean price 0.0, 1 impressions of adomain 'oxo.com' with mean price 0.0, 1 impressions of adomain 'panasonic.com' with mean price 0.0, 1 impressions of adomain 'paramount.com' with mean price 0.1, 3 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'paxlovid.com' with mean price 10.1, 1 impressions of adomain 'paycomonline.net' with mean price 3.5, 13 impressions of adomain 'paypal.com' with mean price 0.5, 2 impressions of adomain 'pedialyte.com' with mean price 0.1, 1 impressions of adomain 'pediasure.com' with mean price 0.4, 10 impressions of adomain 'pepsi.com' with mean price 0.3, 1 impressions of adomain 'pepsico.com' with mean price 0.3, 3 impressions of adomain 'pepto-bismol.com' with mean price 0.4, 1 impressions of adomain 'perrier.com' with mean price 0.5, 2 impressions of adomain 'philosophy.com' with mean price 0.1, 1 impressions of adomain 'plannedparenthood.org' with mean price 0.4, 4 impressions of adomain 'playtika.com' with mean price 0.0, 12 impressions of adomain 'pluto.tv' with mean price 0.0, 9 impressions of adomain 'poise.com' with mean price 0.1, 3 impressions of adomain 'polivy.com' with mean price 0.3, 4 impressions of adomain 'pompeian.com' with mean price 0.3, 3 impressions of adomain 'premiernutrition.com' with mean price 0.3, 1 impressions of adomain 'prestigebrands.com' with mean price 0.1, 6 impressions of adomain 'princess.com' with mean price 0.2, 5 impressions of adomain 'principal.com' with mean price 0.0, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'readingrecovery.org' with mean price 2.1, 6 impressions of adomain 'rei.com' with mean price 0.4, 2 impressions of adomain 'royalcanin.com' with mean price 0.1, 2 impressions of adomain 'salvationarmy.org' with mean price 1.0, 1 impressions of adomain 'samsclub.com' with mean price 0.3, 19 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sargento.com' with mean price 0.4, 1 impressions of adomain 'secret.com' with mean price 0.3, 4 impressions of adomain 'shopgenius.com' with mean price 0.9, 3 impressions of adomain 'siemens.com' with mean price 0.1, 4 impressions of adomain 'siriusxm.com' with mean price 0.0, 5 impressions of adomain 'sleepnumber.com' with mean price 0.0, 4 impressions of adomain 'smithfieldfoods.com' with mean price 0.4, 1 impressions of adomain 'smsng.co' with mean price 0.8, 2 impressions of adomain 'standardprocess.com' with mean price 0.2, 2 impressions of adomain 'starbrandsltd.co.uk' with mean price 0.3, 1 impressions of adomain 'starbucks.com' with mean price 0.5, 3 impressions of adomain 'starz.com' with mean price 0.0, 12 impressions of adomain 'stellaartois.com' with mean price 0.4, 2 impressions of adomain 'stevens.edu' with mean price 0.0, 2 impressions of adomain 'sunupsolarnh.com' with mean price 0.0, 1 impressions of adomain 'supportjimmylai.com' with mean price 0.6, 2 impressions of adomain 'surveymonkey.com' with mean price 0.3, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 4 impressions of adomain 'taylorfarms.com' with mean price 0.3, 3 impressions of adomain 'techlinkcenter.org' with mean price 0.2, 4 impressions of adomain 'tempursealy.com' with mean price 0.2, 3 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'themorganconnection.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 0.1, 5 impressions of adomain 'tjx.com' with mean price 0.0, 3 impressions of adomain 'transamerica.com' with mean price 0.0, 1 impressions of adomain 'tyson.com' with mean price 2.2, 5 impressions of adomain 'ugg.com' with mean price 0.0, 8 impressions of adomain 'ulta.com' with mean price 0.5, 2 impressions of adomain 'uml.edu' with mean price 0.4, 1 impressions of adomain 'unilever.com' with mean price 0.1, 1 impressions of adomain 'uoregon.edu' with mean price 0.0, 2 impressions of adomain 'uscellular.com' with mean price 0.5, 1 impressions of adomain 'vacareers.va.gov' with mean price 2.2, 1 impressions of adomain 'vaxcare.com' with mean price 0.0, 2 impressions of adomain 'vecrs.com' with mean price 0.0, 1 impressions of adomain 'verizon.com' with mean price 0.3, 8 impressions of adomain 'vicks.com' with mean price 0.5, 7 impressions of adomain 'visitcentralflorida.org' with mean price 0.3, 14 impressions of adomain 'vsp.com' with mean price 0.0, 1 impressions of adomain 'vyvgart.com' with mean price 0.0, 9 impressions of adomain 'walgreens.com' with mean price 0.4, 26 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'waypointnh.org' with mean price 0.1, 1 impressions of adomain 'wella.com' with mean price 0.0, 1 impressions of adomain 'worldequestriancenter.com' with mean price 0.1, 1 impressions of adomain 'woundedwarriorproject.org' with mean price 0.6, 1 impressions of adomain 'www.libertytax.com' with mean price 0.1, 1 impressions of adomain 'www.progressivecommercial.com' with mean price 0.1, 1 impressions of adomain 'wyndhamhotels.com' with mean price 0.1, 1 impressions of adomain 'xbox.com' with mean price 133.0, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1, 2 impressions of adomain 'yuka.io' with mean price 0.2, 11 impressions of adomain 'yyplaygames.com' with mean price 0.0, 2 impressions of adomain 'zerowater.com' with mean price 0.5, 1 impressions of adomain 'zoetis.com.au' with mean price 0.2; 2 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.tripledot.spades', 87 ad_requests with mean bid_floor 18.7, 1 impressions of adomain '7-eleven.com' with mean price 0.6, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'depend.com' with mean price 0.2, 91 impressions of adomain 'intuit.com' with mean price 0.6, 1 impressions of adomain 'kelloggs.com' with mean price 1.6, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'standardprocess.com' with mean price 0.2; 9 sessions in app 'com.tripledot.woodoku', 72 ad_requests with mean bid_floor 7.0; 2 sessions in app 'com.trustedapp.filerecovery.photo.recovery', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.vitastudio.mahjong', 9 ad_requests with mean bid_floor 5.8; 1 sessions in app 'com.wildcard.classicspades', 8 ad_requests with mean bid_floor 3.7; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 14.2; 4 sessions in app 'in.playsimple.tripcross', 5 ad_requests with mean bid_floor 29.4; 27 sessions in app 'in.playsimple.wordtrip', 144 ad_requests with mean bid_floor 13.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 6:36:22;time_since_impression_in_hours is 5395;channel is 'USA/I/bidmachine/com.tripledot.spades/False/197';time_since_click_in_hours is 5395;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.611497650437252;partition is 1948
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '0ab2c76f-daba-4699-b48e-734e0cf72eeb';uuid is '0bf4cef9-8c0a-444d-87a9-893bd36aefc2';bid_timestamp is '2025-01-24 20:41:10';device_id is '0ab2c76f-daba-4699-b48e-734e0cf72eeb';biddate is '2025-01-24';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 64.8745782113965;target_cpi is 1.69139188175184;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 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 2.95;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-24 20:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[4 sessions in app 'com.LoopGames.Yatzy', 58 ad_requests with mean bid_floor 4.8; 76 sessions in app 'com.artoon.bidwhistoffline', 1406 ad_requests with mean bid_floor 2.6; 18 sessions in app 'com.fiogonia.dominoes', 5141 ad_requests with mean bid_floor 55.3; 1 sessions in app 'com.intensedev.biblesolitaire.gp', 5 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.intensedev.classicsolitaire.gp', 8 ad_requests with mean bid_floor 2.0; 38 sessions in app 'com.kiaora.dominoes', 8239 ad_requests with mean bid_floor 62.2; 13 sessions in app 'com.kjv.bible.now', 15 ad_requests with mean bid_floor 5.2; 357 sessions in app 'com.metropcs.metrozone', 1305 ad_requests with mean bid_floor 112.1; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 20 ad_requests with mean bid_floor 16.6; 1 sessions in app 'com.newpubco.spades', 12 ad_requests with mean bid_floor 20.8; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 8.1; 2 sessions in app 'com.playvalve.solitaire', 27 ad_requests with mean bid_floor 16.7; 4 sessions in app 'com.playvalve.spades', 442 ad_requests with mean bid_floor 121.2, 1 impressions of adomain 'pandora.com' with mean price 0.8, 1 impressions of adomain 'plannedparenthood.org' with mean price 1.3, 1 impressions of adomain 'samsung.com' with mean price 0.3; 1 sessions in app 'com.solitarie.card.regal.game', 9 ad_requests with mean bid_floor 6.4; 2 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 78 ad_requests with mean bid_floor 3.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 64.9, 1 impressions of adomain 'temu.com' with mean price 34.4; 1 sessions in app 'com.tetrox.bowl', 6 ad_requests with mean bid_floor 67.9; 2 sessions in app 'com.wonderpeople.megahitpoker.global', 10 ad_requests with mean bid_floor 90.2; 2 sessions in app 'com.yatzy.classic.dice.duel.game', 44 ad_requests with mean bid_floor 1.7; 3 sessions in app 'free.os.jump.superbros.adventure.world', 5 ad_requests with mean bid_floor 0.0; 2 sessions in app 'gin.rummy.plus.free.online.offline.classic.card.game', 24 ad_requests with mean bid_floor 5.0; 3 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 14.3; 15 sessions in app 'kjv.bible.kingjamesbible', 322 ad_requests with mean bid_floor 47.7; 1 sessions in app 'loppipoppi.yatzy', 24 ad_requests with mean bid_floor 2.0, 19 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'intuit.com' with mean price 0.8; 59 sessions in app 'net.peakgames.bidwhist', 998 ad_requests with mean bid_floor 9.4; 8 sessions in app 'uk.co.aifactory.backgammonfree', 12 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-24 20:45:03;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 0.89892768836928;partition is 2418
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '07f131bb-97c6-4aa0-81fb-ca5806602db8';uuid is '6ef924c0-c2c9-4940-8231-4f0921eaec29';bid_timestamp is '2025-01-15 15:13:26';device_id is '07f131bb-97c6-4aa0-81fb-ca5806602db8';biddate is '2025-01-15';country is 'USA';app is 'com.cocos2dgame.HappyShark';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 23.6340068888011;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 18 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 0.34185 ;min_floor is 0.34185 ;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 0.15;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-15 15:00:00+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', 15 ad_requests with mean bid_floor 1.1; 4 sessions in app 'com.cocos2dgame.HappyShark', 210 ad_requests with mean bid_floor 17.2; 3 sessions in app 'com.newpubco.spades', 52 ad_requests with mean bid_floor 34.4, 1 impressions of adomain 'depend.com' with mean price 0.6, 1 impressions of adomain 'playtika.com' with mean price 1.5, 1 impressions of adomain 'wawa.com' with mean price 0.4; 6 sessions in app 'com.tripledot.solitaire', 1937 ad_requests with mean bid_floor 5.2, 4 impressions of adomain 'geico.com' with mean price 2.0, 4 impressions of adomain 'in.gov' with mean price 1.2, 1 clicks of adomain 'regalcardplay.com', 1 impressions of adomain 'regalcardplay.com' with mean price 65.9, 4 impressions of adomain 'theraflu.com' with mean price 0.6, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.9; 2 sessions in app 'com.xtstudio.buspuzzlemania', 112 ad_requests with mean bid_floor 22.8];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 2025-01-15 15:16:59;0_timestamp is 2025-01-15 15:16:59;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.cocos2dgame.HappyShark/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0718484891296784;partition is 166
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '6ac83a89-bc54-409d-a179-e9392e290aa2';uuid is 'e30c476f-0a8c-4cc6-8632-80e6f84ad87d';bid_timestamp is '2025-01-16 20:51:43';device_id is '6ac83a89-bc54-409d-a179-e9392e290aa2';biddate is '2025-01-16';country is 'USA';app is 'com.kidultlovin.royalsolitaire';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 33.961734014284;target_cpi is 2.12544638597989;campaign is 57882;creative_id is 229286;session_duration is 70 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 660823 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.06;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 660818;hour is '2025-01-16 20:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[2 sessions in app 'br.com.tapps.bidwars2', 68 ad_requests with mean bid_floor 70.8; 1 sessions in app 'com.ADB.AnimalDashBound.Dragon.flying', 112 ad_requests with mean bid_floor 22.5; 3 sessions in app 'com.bid.master.war.auction.battle', 33 ad_requests with mean bid_floor 3.6, 3 clicks of adomain 'shein.com', 3 impressions of adomain 'shein.com' with mean price 42.0; 2 sessions in app 'com.billiards.city.pool.nation.club', 5 ad_requests with mean bid_floor 18.5; 1 sessions in app 'com.coloring.book.coloring.game.paint.by.number.color.page', 14 ad_requests with mean bid_floor 3.9; 2 sessions in app 'com.coloring.game.black.app.by.number', 25 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'adidas.com' with mean price 0.1, 8 impressions of adomain 'ibotta.com' with mean price 0.6, 1 impressions of adomain 'pluto.tv' with mean price 0.1; 1 sessions in app 'com.hap.py.android.bubble', 130 ad_requests with mean bid_floor 15.0; 5 sessions in app 'com.intensedev.biblesolitaire.gp', 175 ad_requests with mean bid_floor 17.7; 1 sessions in app 'com.jmsgame.jackpotmastercasino', 28 ad_requests with mean bid_floor 278.7; 1 sessions in app 'com.kidultlovin.royalsolitaire', 38 ad_requests with mean bid_floor 52.4, 2 impressions of adomain 'carfax.com' with mean price 1.1, 1 impressions of adomain 'ibotta.com' with mean price 0.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 34.0, 9 impressions of adomain 'walmart.com' with mean price 2.0; 2 sessions in app 'com.newpubco.spades', 99 ad_requests with mean bid_floor 8.9, 2 impressions of adomain 'amazon.com' with mean price 0.6, 4 impressions of adomain 'betsaracen.com' with mean price 2.0, 1 impressions of adomain 'biocodex.com' with mean price 0.4, 2 impressions of adomain 'dfamilk.com' with mean price 0.5, 2 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.8, 1 impressions of adomain 'pepsico.com' with mean price 0.6, 1 impressions of adomain 'tech.pokergaga.net' with mean price 21.4, 1 impressions of adomain 'tropicanabrandsgroup.com' with mean price 0.5, 1 impressions of adomain 'vicks.com' with mean price 0.9, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'com.tetrox.bowl', 1 ad_requests with mean bid_floor 146.7; 1 sessions in app 'com.wildcard.spades', 15 ad_requests with mean bid_floor 6.8; 2 sessions in app 'games.blockheads.sudoku.puzzle.match.bombayplay', 18 ad_requests with mean bid_floor 43.0; 1 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 9 ad_requests with mean bid_floor 10.9, 1 impressions of adomain 'oldspice.com' with mean price 0.6, 1 impressions of adomain 'poise.com' with mean price 0.2, 2 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-22 22:13:33;time_since_impression_in_hours is 183;channel is 'USA/I/bidmachine/com.kidultlovin.royalsolitaire/False/126';time_since_click_in_hours is 184;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.25768683480764;partition is 166
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '9b4fc67f-6a75-40a0-8f69-ab58df3ebea5';uuid is '39cecc61-8bcc-4fe9-81da-956c18e12131';bid_timestamp is '2025-02-07 17:56:56';device_id is '9b4fc67f-6a75-40a0-8f69-ab58df3ebea5';biddate is '2025-02-07';country is 'USA';app is 'com.PE.DonutFlip';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 360 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';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 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[7 sessions in app 'black.hole.wp', 723 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.PE.DonutFlip', 194 ad_requests with mean bid_floor 12.1; 2 sessions in app 'com.applock.launcher', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.baliuapps.superapp', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 10.0; 2 sessions in app 'com.bluelynx.filesapp', 10 ad_requests with mean bid_floor 7.1; 1 sessions in app 'com.breakingnewsbrief.app', 2 ad_requests with mean bid_floor 4.3; 2 sessions in app 'com.clean.fast.launcher', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.clean.ms.manager', 9 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.cyber.clean', 1 ad_requests with mean bid_floor 13.0; 1 sessions in app 'com.cyber.fox', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.easytools.filehelper', 100 ad_requests with mean bid_floor 5.6; 7 sessions in app 'com.epicwalls.wallpaper.app', 1894 ad_requests with mean bid_floor 31.0; 1 sessions in app 'com.esden.screwMaster', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fee.fileease', 6 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.itechnosolut.devicetree', 2 ad_requests with mean bid_floor 0.0; 36 sessions in app 'com.king.petrescuesaga', 433 ad_requests with mean bid_floor 13.5; 5 sessions in app 'com.mn.spark.browser.nm', 14 ad_requests with mean bid_floor 3.4; 3 sessions in app 'com.pdf.now.filesgenerate', 38 ad_requests with mean bid_floor 24.3; 18 sessions in app 'com.pdf.reader.document.viewerpdf', 3407 ad_requests with mean bid_floor 19.2; 4 sessions in app 'com.pdfviewer.prodoc', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.peoplefun.wordcross', 7 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.pieyel.scrabble', 1 ad_requests with mean bid_floor 3.4; 7 sessions in app 'com.plush.rounsm.clean', 26 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.scopely.yux', 2 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.tendevstudio.security', 1 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.tripledot.woodoku', 77 ad_requests with mean bid_floor 3.7; 4 sessions in app 'com.tsoft.pdfreader', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 3.9; 6 sessions in app 'cx.breeze.cleaner', 273 ad_requests with mean bid_floor 9.7; 5 sessions in app 'dddd.daily.drink', 1370 ad_requests with mean bid_floor 4.1, 1 impressions of adomain 'numerator.com' with mean price 1.1, 1 impressions of adomain 'privacypolicies.com' with mean price 18.7; 1 sessions in app 'in.playsimple.wordsearch', 5 ad_requests with mean bid_floor 1.1; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 6.6; 5 sessions in app 'khawar_softs.blood_pressure_tracker.blood_pressure_checker.blood_pressure_diary.bp_checker_diary', 1208 ad_requests with mean bid_floor 18.4; 7 sessions in app 'nm.note.mate', 1889 ad_requests with mean bid_floor 9.7; 3 sessions in app 'tb.task.beats', 132 ad_requests with mean bid_floor 3.7, 6 clicks of adomain 'homes.com', 6 impressions of adomain 'homes.com' with mean price 2.8, 1 clicks of adomain 'tendevstudio.com', 1 impressions of adomain 'tendevstudio.com' with mean price 5.4; 5 sessions in app 'yu.neo.cleanse', 501 ad_requests with mean bid_floor 12.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:00:45;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.PE.DonutFlip/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.405552241504617;partition is 2314
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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 .
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OK ,I got an adtech request with following features: idfa is '6a0f9539-15b1-4b27-b2bf-c45f924bba86';uuid is '092d8dcf-854a-4b2d-aaea-5745314c9a0b';bid_timestamp is '2025-01-19 16:41:41';device_id is '6a0f9539-15b1-4b27-b2bf-c45f924bba86';biddate is '2025-01-19';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 3.57844242020431;target_cpi is 1.47352283581242;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 35.333333;placement_historical_value is 5.91502;third_party_bid_price is ;prior_tag_impressions_count is 17 ;time_since_impression is 94671 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.35;prior_theme_impressions_count is 17;prior_tag_clicks_count is 8 ;time_since_click is 94652;hour is '2025-01-19 16:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[3 sessions in app 'com.HSS.HilltopSlopeShifter', 428 ad_requests with mean bid_floor 21.2; 3 sessions in app 'com.MMR.MagmaMazeRun', 503 ad_requests with mean bid_floor 16.3; 2 sessions in app 'com.akramsalah.pokersortelimination', 17 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.applock.launcher', 1 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.blackout.spades', 385 ad_requests with mean bid_floor 10.9; 4 sessions in app 'com.dna.solitaireapp', 283 ad_requests with mean bid_floor 117.9; 1 sessions in app 'com.fiogonia.spades', 253 ad_requests with mean bid_floor 22.8; 2 sessions in app 'com.mobilityware.Spades', 150 ad_requests with mean bid_floor 13.3; 1 sessions in app 'com.newpubco.spades', 4 ad_requests with mean bid_floor 0.0; 72 sessions in app 'com.obrytge.browser', 228 ad_requests with mean bid_floor 16.8; 22 sessions in app 'com.solitaire.card', 1210 ad_requests with mean bid_floor 18.1; 98 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 7885 ad_requests with mean bid_floor 5.9, 3 impressions of adomain '1000bulbs.com' with mean price 2.9, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'dnamobileapps.com' with mean price 6.6, 1 impressions of adomain 'glowessentialsco.com' with mean price 4.0, 3 impressions of adomain 'healthprimal.com' with mean price 6.3, 1 impressions of adomain 'lowes.com' with mean price 0.2, 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 0.7, 6 clicks of adomain 'newpub.co/spades', 6 impressions of adomain 'newpub.co/spades' with mean price 4.9, 1 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'welloflife.com' with mean price 17.2; 28 sessions in app 'com.tripledot.solitaire', 7748 ad_requests with mean bid_floor 16.4, 21 impressions of adomain 'amazon.com' with mean price 1.0; 3 sessions in app 'com.tripledot.woodoku', 27 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.veiltge.browser', 2 ad_requests with mean bid_floor 21.2; 25 sessions in app 'com.vidgetet.browser', 45 ad_requests with mean bid_floor 65.6; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 9.1; 11 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 62 ad_requests with mean bid_floor 86.6; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 11.8; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 10.4; 7 sessions in app 'solitaire.puzzlemaker.solitaire.klondike.cardgame.patience', 31 ad_requests with mean bid_floor 40.5];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 2025-01-19 18:59:25;time_since_impression_in_hours is 26;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 26;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.107906245078901;partition is 4015
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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 .
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OK ,I got an adtech request with following features: idfa is '03f4e477-bc06-46fc-bc8c-f5f77d9e37b7';uuid is '0bb1c717-37c3-42e5-9aee-24678a34750a';bid_timestamp is '2025-01-06 1:38:45';device_id is '03f4e477-bc06-46fc-bc8c-f5f77d9e37b7';biddate is '2025-01-06';country is 'USA';app is 'com.kidultlovin.royalsolitaire';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 61.4481975035795;target_cpi is 3.90181621167001;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 34 ;time_since_impression is 272898 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.46999999999999;prior_theme_impressions_count is 34;prior_tag_clicks_count is 22 ;time_since_click is 272855;hour is '2025-01-06 01:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[5 sessions in app 'animal.connect.relax.match.puzzle', 195 ad_requests with mean bid_floor 58.8; 18 sessions in app 'beetles.puzzle.solitaire', 1763 ad_requests with mean bid_floor 10.6, 1 impressions of adomain 'adidas.com' with mean price 0.4, 5 impressions of adomain 'amazon.com' with mean price 0.3, 4 impressions of adomain 'arheart.com' with mean price 0.3, 3 impressions of adomain 'aristotle.net' with mean price 0.4, 2 impressions of adomain 'arkansasbridalcommunity.com' with mean price 0.3, 1 impressions of adomain 'bigrockfunpark.com' with mean price 0.3, 3 impressions of adomain 'churchdwight.com' with mean price 0.4, 2 impressions of adomain 'colgate.com' with mean price 0.4, 1 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'cslplasma.com' with mean price 0.4, 5 impressions of adomain 'customerswhostick.com' with mean price 0.3, 2 impressions of adomain 'discover.com' with mean price 0.3, 2 impressions of adomain 'discovery.com' with mean price 0.2, 2 impressions of adomain 'enhertu.com' with mean price 0.6, 1 impressions of adomain 'goodnites.com' with mean price 0.6, 1 impressions of adomain 'grammarly.com' with mean price 0.3, 1 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'mintmobile.com' with mean price 0.3, 1 impressions of adomain 'modelousa.com' with mean price 0.2, 4 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 54.3, 4 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'northlittlerock.org' with mean price 0.3, 2 impressions of adomain 'paycom.com' with mean price 0.3, 1 impressions of adomain 'pediasure.com' with mean price 0.5, 2 impressions of adomain 'sfdbrands.com' with mean price 0.5, 1 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'vrbo.com' with mean price 0.2, 2 impressions of adomain 'walmart.com' with mean price 0.7; 27 sessions in app 'com.SPSoftwareProductions.UnlimitedBowling', 53 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.Skillbuilder.bubbleshooter', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 4 ad_requests with mean bid_floor 0.0; 17 sessions in app 'com.greyfun.card.solitaire.classic', 101 ad_requests with mean bid_floor 20.7; 17 sessions in app 'com.kidultlovin.royalsolitaire', 627 ad_requests with mean bid_floor 82.4, 1 impressions of adomain 'adidas.com' with mean price 0.1, 5 impressions of adomain 'afcu.org' with mean price 0.2, 2 impressions of adomain 'arheart.com' with mean price 0.4, 3 impressions of adomain 'aristotle.net' with mean price 0.5, 1 impressions of adomain 'carnival.com' with mean price 0.2, 1 impressions of adomain 'customerswhostick.com' with mean price 0.4, 1 impressions of adomain 'dell.com' with mean price 0.2, 1 impressions of adomain 'dramamine.com' with mean price 0.1, 2 impressions of adomain 'ingrezza.com' with mean price 0.4, 1 impressions of adomain 'mintmobile.com' with mean price 0.2, 4 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 59.9, 4 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'northlittlerock.org' with mean price 0.4, 1 impressions of adomain 'operationsmile.org' with mean price 0.2, 1 impressions of adomain 'paycom.com' with mean price 0.3, 1 impressions of adomain 'pepsico.com' with mean price 0.9, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'velphoro.us' with mean price 0.2, 56 impressions of adomain 'walmart.com' with mean price 1.7, 1 impressions of adomain 'woodmenlife.com' with mean price 1.0; 1 sessions in app 'com.meeseva.bazaar', 4 ad_requests with mean bid_floor 0.3; 5 sessions in app 'com.mobilityware.Spades', 180 ad_requests with mean bid_floor 19.6; 14 sessions in app 'com.mobilityware.solitaire', 331 ad_requests with mean bid_floor 17.2, 2 impressions of adomain 'bk.com' with mean price 0.4, 1 impressions of adomain 'chumbacasino.com' with mean price 0.3, 1 impressions of adomain 'dollargeneral.com' with mean price 0.3, 2 impressions of adomain 'elfcosmetics.com' with mean price 0.3, 9 impressions of adomain 'ibotta.com' with mean price 0.4, 1 impressions of adomain 'ingrezza.com' with mean price 0.4, 1 impressions of adomain 'pfizer.com' with mean price 6.2, 3 impressions of adomain 'popeyes.com' with mean price 0.6, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'voltarengel.com' with mean price 0.3; 7 sessions in app 'com.mongoosenet.bliss', 61 ad_requests with mean bid_floor 100.6; 1 sessions in app 'com.newpubco.spades', 37 ad_requests with mean bid_floor 9.9, 1 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'arheart.com' with mean price 0.8, 1 impressions of adomain 'intrvl.us' with mean price 0.8, 1 impressions of adomain 'metamucil.com' with mean price 0.9, 1 impressions of adomain 'myarkansaslottery.com' with mean price 0.8, 1 impressions of adomain 'no7beauty.com' with mean price 1.0, 4 impressions of adomain 'pfizer.com' with mean price 6.3, 1 impressions of adomain 'prilosecotc.com' with mean price 1.8, 1 impressions of adomain 'tiktok.com' with mean price 0.9, 1 impressions of adomain 'vicks.com' with mean price 1.1; 1 sessions in app 'com.otsbet.app', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.pgzng.timer', 3 ad_requests with mean bid_floor 0.0; 16 sessions in app 'com.playvalve.spades', 599 ad_requests with mean bid_floor 100.0, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'evenflo.com' with mean price 0.8, 1 impressions of adomain 'furniturerow.com' with mean price 0.5, 4 impressions of adomain 'instagram.com' with mean price 0.4, 1 impressions of adomain 'magnatiles.com' with mean price 0.4, 1 impressions of adomain 'myserenitykids.com' with mean price 0.4, 2 impressions of adomain 'ruggable.com' with mean price 0.5, 1 impressions of adomain 'sliding.toys' with mean price 0.3; 15 sessions in app 'com.purpleowl.spades.card.game', 21 ad_requests with mean bid_floor 34.2; 1 sessions in app 'com.staplegames.solitaireGP', 3 ad_requests with mean bid_floor 84.8; 1 sessions in app 'com.uscommunitytrade.uscomtradr', 1 ad_requests with mean bid_floor 0.0; 11 sessions in app 'com.wildcard.spades', 177 ad_requests with mean bid_floor 4.1, 2 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'chipsahoy.com' with mean price 0.5, 1 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 impressions of adomain 'cox.com' with mean price 0.7, 1 impressions of adomain 'cslplasma.com' with mean price 1.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'lawndoctor.com' with mean price 0.9, 1 impressions of adomain 'nubeqa-us.com' with mean price 1.7; 1 sessions in app 'game.cards.solitaire.klondike.fish', 1 ad_requests with mean bid_floor 44.6; 2 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 9.9; 2 sessions in app 'link.merge.puzzle.onnect.number', 26 ad_requests with mean bid_floor 41.2; 2 sessions in app 'net.peakgames.mobile.spades.android', 46 ad_requests with mean bid_floor 43.9; 18 sessions in app 'onet.tile.match.puzzle.android', 541 ad_requests with mean bid_floor 37.1, 1 impressions of adomain 'amazon.com' with mean price 1.5; 24 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 88 ad_requests with mean bid_floor 29.1, 7 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 7 impressions of adomain 'ibotta.com' with mean price 0.3; 3 sessions in app 'solitaire.classic.journey.klondike.puzzle.card', 12 ad_requests with mean bid_floor 34.3; 3 sessions in app 'solitaire.collection.klondike.card.games.free.game', 36 ad_requests with mean bid_floor 1.1, 3 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'oaklawn.com' with mean price 0.9; 2 sessions in app 'solitaire.mahjongmaker.collection.card.solitaire.klondike', 98 ad_requests with mean bid_floor 1.6; 22 sessions in app 'solitaire.nostal.cardgame.puzzle', 943 ad_requests with mean bid_floor 53.8, 1 impressions of adomain 'cherokeecasino.com' with mean price 0.6, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 2 impressions of adomain 'ibotta.com' with mean price 0.4; 7 sessions in app 'solitaire.patience.card.games.klondike.free', 123 ad_requests with mean bid_floor 5.3, 1 impressions of adomain 'arheart.com' with mean price 0.5, 1 impressions of adomain 'intrvl.us' with mean price 0.4, 1 impressions of adomain 'kingsford.com' with mean price 0.8];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 2025-01-06 8:08:18;time_since_impression_in_hours is 75;channel is 'USA/I/bidmachine/com.kidultlovin.royalsolitaire/False/126';time_since_click_in_hours is 76;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.823617503206178;partition is 2566
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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 .
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OK ,I got an adtech request with following features: idfa is '5c7464d1-2e22-464c-8685-a844d54bd669';uuid is '0b3eb99e-6eaf-4844-a902-2036f6df8370';bid_timestamp is '2025-01-16 3:50:54';device_id is '5c7464d1-2e22-464c-8685-a844d54bd669';biddate is '2025-01-16';country is 'USA';app is 'com.vitastudio.mahjong';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.40430813738429;target_cpi is 10.6225171813471;campaign is 57948;creative_id is 228773;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vi';bid_floor is 1.3485 ;min_floor is 0.0106 ;bidmachine_placement_value is 1.674566;placement_historical_value is 2.272797;third_party_bid_price is 1.3485;prior_tag_impressions_count is 8 ;time_since_impression is 169905 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.37;prior_theme_impressions_count is 8;prior_tag_clicks_count is 4 ;time_since_click is 169897;hour is '2025-01-16 03:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 26 ad_requests with mean bid_floor 9.7; 38 sessions in app 'com.blackout.spades', 9547 ad_requests with mean bid_floor 26.3, 4 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bemismfg.com' with mean price 0.3, 3 impressions of adomain 'disneyplus.com' with mean price 0.4, 6 impressions of adomain 'eplusbroadband.com' with mean price 1.0, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 6.6, 1 impressions of adomain 'orgain.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.4, 2 impressions of adomain 'siriusxm.com' with mean price 0.3; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 3.6; 3 sessions in app 'com.dna.solitaireapp', 64 ad_requests with mean bid_floor 108.1; 1 sessions in app 'com.fiogonia.dominoes', 2 ad_requests with mean bid_floor 2.9; 3 sessions in app 'com.fiogonia.spades', 124 ad_requests with mean bid_floor 30.1; 1 sessions in app 'com.geniusplugtechnology.crazybouncyball', 28 ad_requests with mean bid_floor 13.0; 3 sessions in app 'com.king.candycrushsaga', 3 ad_requests with mean bid_floor 1.1; 6 sessions in app 'com.king.candycrushsodasaga', 17 ad_requests with mean bid_floor 5.2; 9 sessions in app 'com.mahjong.op.gp', 626 ad_requests with mean bid_floor 40.0, 5 impressions of adomain 'adidas.com' with mean price 0.1, 11 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'americangreetings.com' with mean price 0.4, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bluetriton.com' with mean price 0.3, 1 impressions of adomain 'justplayapps.com' with mean price 0.2, 1 impressions of adomain 'textnow.com' with mean price 4.9; 2 sessions in app 'com.peoplefun.wordcross', 6 ad_requests with mean bid_floor 6.3; 18 sessions in app 'com.soulcompany.bubbleshooter.relaxing', 1070 ad_requests with mean bid_floor 21.9; 72 sessions in app 'com.tripledot.solitaire', 53004 ad_requests with mean bid_floor 15.8, 1 impressions of adomain 'adidas.com' with mean price 0.0, 5 impressions of adomain 'ads.netapop.com' with mean price 0.1, 1 impressions of adomain 'airandheatservices.com' with mean price 0.3, 2 impressions of adomain 'alloyarchitectural.com' with mean price 0.0, 1 impressions of adomain 'allstate.com' with mean price 0.1, 1 clicks of adomain 'amazon.com', 42 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'applebees.com' with mean price 0.0, 1 impressions of adomain 'arheart.com' with mean price 0.1, 12 impressions of adomain 'arkansas.com' with mean price 0.9, 14 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bestbuy.com' with mean price 0.2, 18 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 'bissell.com' with mean price 0.0, 1 impressions of adomain 'blueovalsk.com' with mean price 0.3, 1 impressions of adomain 'bounty.com' with mean price 5.7, 6 impressions of adomain 'casaofthetenth.org' with mean price 0.0, 12 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'castrol.com' with mean price 1.4, 1 impressions of adomain 'catalyst.com' with mean price 0.7, 1 impressions of adomain 'clorox.com' with mean price 0.0, 5 impressions of adomain 'coca-colacompany.com' with mean price 0.6, 25 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'devcolor.org' with mean price 0.1, 1 impressions of adomain 'discover.com' with mean price 0.1, 78 impressions of adomain 'disneyplus.com' with mean price 0.1, 3 impressions of adomain 'dnamobileapps.com' with mean price 7.6, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'excedrin.com' with mean price 0.5, 4 impressions of adomain 'ezcater.com' with mean price 0.1, 1 impressions of adomain 'franksredhot.com' with mean price 0.8, 1 impressions of adomain 'fruit-gaming.com' with mean price 6.5, 1 clicks of adomain 'fruit-gaming.com', 2 impressions of adomain 'furniturerow.com' with mean price 0.5, 9 impressions of adomain 'geico.com' with mean price 1.4, 1 impressions of adomain 'getjobber.com' with mean price 0.1, 1 impressions of adomain 'gfiagents.com' with mean price 0.1, 2 impressions of adomain 'goodnes.com' with mean price 0.8, 1 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'gordonchevrolet.com' with mean price 0.1, 5 impressions of adomain 'healthprimal.com' with mean price 8.0, 4 impressions of adomain 'helloned.com' with mean price 0.1, 21 impressions of adomain 'hhs.gov' with mean price 0.7, 3 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 1 impressions of adomain 'hilton.com' with mean price 0.0, 7 impressions of adomain 'honda.com' with mean price 0.6, 3 impressions of adomain 'huggies.com' with mean price 0.0, 1 impressions of adomain 'investor.vanguard.com' with mean price 1.0, 1 impressions of adomain 'iottechnews.com' with mean price 0.0, 1 impressions of adomain 'jimmydean.com' with mean price 0.7, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 4 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'landyield.com' with mean price 0.0, 1 impressions of adomain 'lowes.com' with mean price 0.6, 3 impressions of adomain 'marlobeauty.com' with mean price 0.5, 1 impressions of adomain 'mars.com' with mean price 0.2, 1 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'megafood.com' with mean price 0.0, 7 impressions of adomain 'megafortuna.co' with mean price 0.0, 5 impressions of adomain 'merrell.com' with mean price 0.3, 1 impressions of adomain 'milanlaser.com' with mean price 0.9, 1 impressions of adomain 'murka.com' with mean price 0.1, 6 impressions of adomain 'myarinsurance.com' with mean price 0.1, 2 impressions of adomain 'nationalcar.com' with mean price 0.6, 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 10.1, 2 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'njit.edu' with mean price 0.0, 1 impressions of adomain 'nm.org' with mean price 0.1, 5 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nyfa.edu' with mean price 0.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.1, 2 impressions of adomain 'ocrevus.com' with mean price 0.5, 1 impressions of adomain 'onlogic.com' with mean price 0.1, 2 impressions of adomain 'orgain.com' with mean price 0.3, 5 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 91 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 clicks of adomain 'paypal.com', 21 impressions of adomain 'paypal.com' with mean price 1.7, 1 impressions of adomain 'pediasure.com' with mean price 0.7, 12 impressions of adomain 'pentlyconger.com' with mean price 0.1, 3 impressions of adomain 'perfettivanmelleus.com' with mean price 0.0, 2 impressions of adomain 'playtika.com' with mean price 0.0, 16 impressions of adomain 'poise.com' with mean price 0.0, 1 impressions of adomain 'porchlight.tv' with mean price 0.1, 12 impressions of adomain 'productmadness.com' with mean price 6.1, 7 clicks of adomain 'productmadness.com', 9 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'proof-advertising.com' with mean price 0.5, 1 clicks of adomain 'regalcardplay.com', 2 impressions of adomain 'regalcardplay.com' with mean price 6.0, 8 impressions of adomain 'robitussin.com' with mean price 0.5, 1 impressions of adomain 'rssmaclin.com' with mean price 0.1, 3 impressions of adomain 'rtbstars.digital' with mean price 0.1, 1 impressions of adomain 'rxo.com' with mean price 0.1, 1 impressions of adomain 'saily.com' with mean price 0.0, 1 impressions of adomain 'samsung.com' with mean price 0.7, 2 impressions of adomain 'scottbrand.com' with mean price 0.3, 1 impressions of adomain 'shopgenius.com' with mean price 1.3, 2 impressions of adomain 'simplebro.co' with mean price 0.0, 1 impressions of adomain 'smartfutureslab.com' with mean price 0.0, 2 impressions of adomain 'snuggle.com' with mean price 0.0, 2 clicks of adomain 'social-innovation.hitachi', 2 impressions of adomain 'social-innovation.hitachi' with mean price 6.3, 2 impressions of adomain 'sosemo.com' with mean price 0.4, 12 impressions of adomain 'starbucks.com' with mean price 0.0, 3 impressions of adomain 'stonebridgeseniorliving.com' with mean price 0.7, 10 impressions of adomain 'sunriseatwolfchase.com' with mean price 0.0, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 3 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'theraflu.com' with mean price 0.8, 1 impressions of adomain 'tubitv.com' with mean price 5.9, 3 impressions of adomain 'tums.com' with mean price 0.6, 1 impressions of adomain 'tyson.com' with mean price 0.3, 4 impressions of adomain 'ulta.com' with mean price 3.1, 1 clicks of adomain 'ulta.com', 1 impressions of adomain 'verizon.com' with mean price 0.1, 17 impressions of adomain 'verizonwireless.com' with mean price 0.0, 1 impressions of adomain 'visitgrenadams.com' with mean price 0.7, 2 impressions of adomain 'vrbo.com' with mean price 0.2, 1 impressions of adomain 'vsp.com' with mean price 0.1, 4 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'walmart.com' with mean price 0.2, 1 impressions of adomain 'weightwatchers.com' with mean price 1.7, 1 impressions of adomain 'wolverine.com' with mean price 0.2, 1 impressions of adomain 'www.mobileprotectionzone.com' with mean price 0.1, 2 impressions of adomain 'www.puzzlecard.top' with mean price 7.0, 2 clicks of adomain 'www.puzzlecard.top', 1 impressions of adomain 'www.shein.com' with mean price 0.1, 3 impressions of adomain 'www.vitastudio.ai' with mean price 4.0, 1 clicks of adomain 'www.vitastudio.ai', 2 impressions of adomain 'ymcamemphis.org' with mean price 0.3, 2 impressions of adomain 'yoursecurenetguard.com' with mean price 0.2, 1 impressions of adomain 'zalando.com' with mean price 1.1; 8 sessions in app 'com.tripledot.woodoku', 15 ad_requests with mean bid_floor 4.6; 83 sessions in app 'com.vitastudio.mahjong', 11678 ad_requests with mean bid_floor 44.1, 19 impressions of adomain 'adidas.com' with mean price 0.1, 9 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'arh.org' with mean price 0.1, 1 impressions of adomain 'arkansas.com' with mean price 1.2, 11 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 clicks of adomain 'bestnutrainc.com', 6 impressions of adomain 'bestnutrainc.com' with mean price 12.4, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bigautosavings.com' with mean price 3.2, 1 impressions of adomain 'bluechew.com' with mean price 0.9, 2 impressions of adomain 'blueovalsk.com' with mean price 0.2, 1 impressions of adomain 'bushbeans.com' with mean price 0.1, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 9 impressions of adomain 'campingworld.com' with mean price 0.2, 1 impressions of adomain 'carnival.com' with mean price 0.2, 12 impressions of adomain 'centralcadillacofarkansas.com' with mean price 0.2, 1 impressions of adomain 'cerave.com' with mean price 0.1, 1 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'claconnect.com' with mean price 0.2, 5 impressions of adomain 'comfortdynamicstn.com' with mean price 0.2, 2 impressions of adomain 'distrokid.com' with mean price 0.1, 11 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'enhertu.com' with mean price 1.2, 1 impressions of adomain 'fedexforum.com' with mean price 0.6, 1 impressions of adomain 'firstfinancial.org' with mean price 0.3, 1 impressions of adomain 'fitshe.com' with mean price 8.4, 4 impressions of adomain 'flixchatter.net' with mean price 0.3, 8 impressions of adomain 'generalmills.com' with mean price 0.2, 1 impressions of adomain 'gideons.org' with mean price 0.4, 4 impressions of adomain 'goldbond.com' with mean price 0.3, 1 impressions of adomain 'greenhouse.com' with mean price 0.8, 2 impressions of adomain 'gurugame.ai' with mean price 0.5, 2 clicks of adomain 'healthprimal.com', 3 impressions of adomain 'healthprimal.com' with mean price 5.4, 4 impressions of adomain 'heindlcenter.org' with mean price 0.2, 10 impressions of adomain 'hhs.gov' with mean price 0.1, 9 impressions of adomain 'highpointclimbing.com' with mean price 0.2, 1 impressions of adomain 'howlifeunfolds.com' with mean price 0.4, 7 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'investor.vanguard.com' with mean price 0.9, 2 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'isawyertree.com' with mean price 0.2, 1 impressions of adomain 'jmsmucker.com' with mean price 0.4, 2 impressions of adomain 'joinpropel.com' with mean price 0.0, 5 impressions of adomain 'kikkomanusa.com' with mean price 0.2, 1 impressions of adomain 'lifenutrition.com' with mean price 8.4, 1 impressions of adomain 'mazola.com' with mean price 0.2, 2 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'meiomi.com' with mean price 0.2, 5 impressions of adomain 'metabolicmaintenance.com' with mean price 3.0, 4 clicks of adomain 'metabolicmaintenance.com', 3 impressions of adomain 'mydoright.com' with mean price 0.1, 1 impressions of adomain 'nd.edu' with mean price 0.4, 24 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 1 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 4.0, 4 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 2.3, 1 impressions of adomain 'nurtec.com' with mean price 0.5, 12 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 8 impressions of adomain 'nybakery.com' with mean price 0.2, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.1, 1 impressions of adomain 'orgain.com' with mean price 0.1, 4 impressions of adomain 'papamurphys.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 1.4, 6 impressions of adomain 'paxlovid.com' with mean price 0.8, 9 impressions of adomain 'paycom.com' with mean price 0.2, 2 impressions of adomain 'pepsi.com' with mean price 0.2, 1 impressions of adomain 'phenixsalonsmemphis.com' with mean price 0.2, 3 impressions of adomain 'playsimple.in' with mean price 0.0, 3 clicks of adomain 'pluto.tv', 5 impressions of adomain 'pluto.tv' with mean price 2.6, 1 impressions of adomain 'pocketfm.com' with mean price 0.0, 1 impressions of adomain 'premierwellnesspicks.com' with mean price 6.0, 20 impressions of adomain 'productmadness.com' with mean price 4.0, 12 clicks of adomain 'productmadness.com', 3 impressions of adomain 'progressive.com' with mean price 0.2, 3 impressions of adomain 'roadshowmini.com' with mean price 0.1, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.1, 1 impressions of adomain 'seriously.com' with mean price 0.0, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 3 impressions of adomain 'shopsofsaddlecreek.com' with mean price 0.2, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 3 impressions of adomain 'southwest.tn.edu' with mean price 0.1, 2 impressions of adomain 'spectrum.com' with mean price 0.6, 5 clicks of adomain 'textnow.com', 285 impressions of adomain 'textnow.com' with mean price 0.4, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 3 impressions of adomain 'thetradedesk.com' with mean price 0.1, 3 impressions of adomain 'unc.edu' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 4 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'wurl.com' with mean price 0.9, 2 impressions of adomain 'ymcamemphis.org' with mean price 0.2, 1 impressions of adomain 'zales.com' with mean price 0.7; 7 sessions in app 'com.vitastudio.senior.jigsaw', 236 ad_requests with mean bid_floor 21.1, 1 impressions of adomain 'bestbuy.com' with mean price 0.7, 1 impressions of adomain 'bitybbq.com' with mean price 0.3, 1 impressions of adomain 'coca-colacompany.com' with mean price 0.6, 1 impressions of adomain 'crossingsattunica.com' with mean price 0.9, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'ferrismowers.com' with mean price 1.2, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 6 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'launchfamilyentertainment.com' with mean price 0.2, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'nucala.com' with mean price 0.3, 1 impressions of adomain 'nurtec.com' with mean price 0.4, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.2; 1 sessions in app 'com.vottzapps.wordle', 2 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.wordgame.words.connect', 16 ad_requests with mean bid_floor 9.3; 3 sessions in app 'in.playsimple.tripcross', 174 ad_requests with mean bid_floor 4.1, 1 impressions of adomain 'cash.app' with mean price 0.1; 3 sessions in app 'in.playsimple.wordtour', 107 ad_requests with mean bid_floor 3.4, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'betrivers.com' with mean price 0.1; 22 sessions in app 'in.playsimple.wordtrip', 1679 ad_requests with mean bid_floor 27.8, 1 impressions of adomain 'aaos.org' with mean price 7.9, 1 impressions of adomain 'afrin.com' with mean price 0.4, 1 impressions of adomain 'agentchain.io' with mean price 0.6, 1 impressions of adomain 'cbiz.com' with mean price 0.9, 1 impressions of adomain 'ddb.com' with mean price 0.2, 1 impressions of adomain 'dnb.com' with mean price 10.0, 1 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'microsoft.com' with mean price 0.4, 1 impressions of adomain 'milliman.com' with mean price 10.0, 3 impressions of adomain 'mobilityware.com' with mean price 4.4, 1 clicks of adomain 'mobilityware.com', 1 clicks of adomain 'productmadness.com', 2 impressions of adomain 'productmadness.com' with mean price 5.9, 1 impressions of adomain 'valdosta.edu' with mean price 0.6, 2 impressions of adomain 'vixio.com' with mean price 5.1, 1 impressions of adomain 'warnertelecomm.com' with mean price 0.5, 1 impressions of adomain 'womenemployed.org' with mean price 0.4; 10 sessions in app 'kidultlovin.word.zen', 857 ad_requests with mean bid_floor 23.1, 2 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'intuit.com' with mean price 0.8, 1 impressions of adomain 'nurtec.com' with mean price 0.7, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.2, 2 impressions of adomain 'sliding.toys' with mean price 0.3, 10 impressions of adomain 'textnow.com' with mean price 0.4, 11 impressions of adomain 'walgreens.com' with mean price 0.5, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 102 sessions in app 'od_14445', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'water.sort.puzzle.game.color.sorting.free', 134 ad_requests with mean bid_floor 5.0, 1 impressions of adomain 'arkansas.com' with mean price 1.5, 1 impressions of adomain 'bestbuy.com' with mean price 0.5, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.1, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.1, 1 impressions of adomain 'spectrum.com' with mean price 0.8];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 47;channel is 'USA/V/bidmachine/com.vitastudio.mahjong/False/126';time_since_click_in_hours is 47;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.678153203805589;partition is 2566
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0
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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 .
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OK ,I got an adtech request with following features: idfa is '24bb279f-fa2f-4cdf-8e00-e0b2f1d109db';uuid is 'b71f7c83-d78b-4bc4-b12b-fd3c1e7f6f1d';bid_timestamp is '2025-02-09 16:16:45';device_id is '24bb279f-fa2f-4cdf-8e00-e0b2f1d109db';biddate is '2025-02-09';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 102.932358535005;target_cpi is 1.8;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'vie';bid_floor is 23.75403 ;min_floor is 5.0244 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 23.75403;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 6.84;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-09 16:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[3 sessions in app 'com.badoo.mobile', 6 ad_requests with mean bid_floor 7.8; 1 sessions in app 'com.block.juggle', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.matteljv.uno', 6 ad_requests with mean bid_floor 2.8; 2 sessions in app 'com.mrmoble.heroesofsky', 5 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.newpubco.spades', 35 ad_requests with mean bid_floor 26.7; 5 sessions in app 'com.playvalve.spades', 386 ad_requests with mean bid_floor 114.0, 1 impressions of adomain 'joinpropel.com' with mean price 1.0, 1 impressions of adomain 'meetme.com' with mean price 0.8, 2 impressions of adomain 'mistplay.com' with mean price 58.9, 1 impressions of adomain 'mobilityware.com' with mean price 1.1, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 102.9, 4 impressions of adomain 'softbakedapps.com' with mean price 1.6, 3 impressions of adomain 'supertreat.net' with mean price 1.3; 2 sessions in app 'com.polygon.arena', 8 ad_requests with mean bid_floor 6.4; 4 sessions in app 'com.pt.wshhp', 7 ad_requests with mean bid_floor 15.1; 3 sessions in app 'com.rubygames.doctorcare', 25 ad_requests with mean bid_floor 6.3; 7 sessions in app 'com.sports.eightball.pool.rival', 25 ad_requests with mean bid_floor 0.2; 34 sessions in app 'kjv.bible.kingjamesbible', 415 ad_requests with mean bid_floor 30.9];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 2025-02-09 16:21:52;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 0.685754007679073;partition is 180
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'd48ef85c-737f-4f48-a5ee-25338be0d472';uuid is 'b80e018e-665f-443f-ac85-fafaf1ed5863';bid_timestamp is '2025-01-04 1:16:16';device_id is 'd48ef85c-737f-4f48-a5ee-25338be0d472';biddate is '2025-01-04';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 8.67074306586058;target_cpi is 1.38442168546784;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 1.6112;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 1073751 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.57;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-04 01:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[48 sessions in app 'com.blackout.spades', 38569 ad_requests with mean bid_floor 26.9, 23 impressions of adomain 'amazon.com' with mean price 0.5, 3 impressions of adomain 'becomeateacher.com' with mean price 0.6, 1 impressions of adomain 'bumble.com' with mean price 2.6, 1 impressions of adomain 'cedarhurstliving.com' with mean price 1.7, 2 impressions of adomain 'checkout51.com' with mean price 0.5, 1 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 4 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 clicks of adomain 'empfohlen.de', 1 impressions of adomain 'empfohlen.de' with mean price 2.6, 1 impressions of adomain 'exmox.com' with mean price 6.8, 1 impressions of adomain 'hersheys.com' with mean price 0.3, 2 impressions of adomain 'illinoislottery.com' with mean price 3.8, 1 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'jobs2web.com' with mean price 0.7, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 3.9, 1 impressions of adomain 'mikmak.tv' with mean price 1.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 6 impressions of adomain 'netskope.com' with mean price 0.7, 5 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 3.4, 5 impressions of adomain 'nutrafol.com' with mean price 0.4, 3 impressions of adomain 'ozempic.com' with mean price 2.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.4, 4 impressions of adomain 'samhsa.gov' with mean price 1.6, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'scorewarrior.com' with mean price 3.8, 1 clicks of adomain 'scorewarrior.com', 3 impressions of adomain 'underdogfantasy.com' with mean price 4.4, 1 clicks of adomain 'underdogfantasy.com', 1 impressions of adomain 'unitedcenter.com' with mean price 0.4, 1 impressions of adomain 'vioc.com' with mean price 0.7; 1 sessions in app 'com.gamovation.tileclub', 2 ad_requests with mean bid_floor 5.0; 4 sessions in app 'com.icefish.happyplanet', 160 ad_requests with mean bid_floor 18.6; 1 sessions in app 'com.newpubco.spades', 86 ad_requests with mean bid_floor 20.7, 2 impressions of adomain '9snail.com' with mean price 0.6, 2 impressions of adomain 'playtika.com' with mean price 1.5, 1 impressions of adomain 'productmadness.com' with mean price 0.8; 1 sessions in app 'com.peoplefun.wordcross', 11 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 3.1; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 3.7; 1 sessions in app 'in.WordSearch.WordBliss', 1 ad_requests with mean bid_floor 11.1; 3 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 8.0];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 298;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.531437539566222;partition is 180
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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 .
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OK ,I got an adtech request with following features: idfa is 'f3db7a21-17c3-44ef-a617-d6a65566b16c';uuid is '071849d2-6e4d-4eb9-81a8-98ec1922dc58';bid_timestamp is '2024-12-23 19:57:02';device_id is 'f3db7a21-17c3-44ef-a617-d6a65566b16c';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 54.1238029217319;target_cpi is 3.07705187449685;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 48.353647;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 20330960 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.85;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 20330940;hour is '2024-12-23 19:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[4 sessions in app 'com.RastleksGames.TheShootout', 47 ad_requests with mean bid_floor 12.6; 24 sessions in app 'com.blackout.spades', 480 ad_requests with mean bid_floor 21.4, 4 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'cedarhurstliving.com' with mean price 1.0, 1 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'contravehcp.com' with mean price 1.5, 3 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'doordash.com' with mean price 0.5, 1 impressions of adomain 'freestylelibre.us' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 3.1; 6 sessions in app 'com.cassette.airborneattack', 64 ad_requests with mean bid_floor 31.3, 1 impressions of adomain 'creditkarma.com' with mean price 78.7; 1 sessions in app 'com.miniclip.realsniper', 2 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.mobilityware.Spades', 23 ad_requests with mean bid_floor 16.1; 2 sessions in app 'com.offerup', 2 ad_requests with mean bid_floor 10.3; 5 sessions in app 'com.zynga.livepoker', 20 ad_requests with mean bid_floor 59.7; 1 sessions in app 'in.playsimple.wordtrip', 11 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 2024-12-23 20:03:05;time_since_impression_in_hours is 5647;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 5647;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.472346263228221;partition is 1150
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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 .
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OK ,I got an adtech request with following features: idfa is 'eb2e3590-0ac5-444d-9f75-5466a65a1771';uuid is 'b9c8ccd8-579a-4810-8803-18bc2194a697';bid_timestamp is '2025-02-07 18:00:07';device_id is 'eb2e3590-0ac5-444d-9f75-5466a65a1771';biddate is '2025-02-07';country is 'USA';app is 'com.kab.color.sort.puzzle.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';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 22 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 11.9356 ;min_floor is 11.9356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is '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 13;user_behavior is :[3 sessions in app 'com.kab.color.sort.puzzle.games', 444 ad_requests with mean bid_floor 14.5; 3 sessions in app 'com.newpubco.spades', 45 ad_requests with mean bid_floor 20.8; 21 sessions in app 'com.thehot.haloswan', 29 ad_requests with mean bid_floor 4.1];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 2025-02-07 18:10:16;0_timestamp is 2025-02-07 18:10:16;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.kab.color.sort.puzzle.games/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0730423406923229;partition is 883
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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 .
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OK ,I got an adtech request with following features: idfa is '731060ff-7fd6-421f-bcef-7dd0e7be2b85';uuid is '68eb1c23-b108-4aa4-901a-af5975d3dc2c';bid_timestamp is '2025-01-16 19:48:19';device_id is '731060ff-7fd6-421f-bcef-7dd0e7be2b85';biddate is '2025-01-16';country is 'USA';app is 'com.metajoy.offlinedominoes';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 107.0806;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 0 ;seller_name is 'Metajoy';seller_id is 167;content_type is 'ie';bid_floor is 107.0706 ;min_floor is 107.0706 ;bidmachine_placement_value is 254.4;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 266837 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 5.52;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 266816;hour is '2025-01-16 19:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[2 sessions in app 'air.com.jogatina.domino.android', 54 ad_requests with mean bid_floor 4.0; 1 sessions in app 'ball.sort.color.water.puzzle.games', 1 ad_requests with mean bid_floor 2.1; 2 sessions in app 'beetles.puzzle.solitaire', 101 ad_requests with mean bid_floor 0.6, 8 impressions of adomain 'walmart.com' with mean price 1.2; 2 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 62 ad_requests with mean bid_floor 15.3, 1 clicks of adomain 'walmart.com', 2 impressions of adomain 'walmart.com' with mean price 2.6; 1 sessions in app 'classic.klondike.solitaire.cardgame.patience.lite', 1 ad_requests with mean bid_floor 13.0; 2 sessions in app 'com.LoopGames.Domino', 102 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.Nightingale.Solitaire.Card.Games.Free', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.agedstudio.board.game.dominoes', 5 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.agedstudio.card.solitaire.klondike', 1 ad_requests with mean bid_floor 0.1; 2 sessions in app 'com.applock.launcher', 2 ad_requests with mean bid_floor 5.2; 24 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 223 ad_requests with mean bid_floor 10.4; 8 sessions in app 'com.callapp.callerid.spamcallblocker', 8 ad_requests with mean bid_floor 128.1; 3 sessions in app 'com.cdg.tictactoe', 17 ad_requests with mean bid_floor 32.6; 6 sessions in app 'com.chorse.domino', 25 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.daily.bible.trivia.android', 10 ad_requests with mean bid_floor 11.5; 3 sessions in app 'com.easy.ask.browser', 9 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.easyfun.solitaire', 79 ad_requests with mean bid_floor 0.9, 1 impressions of adomain 'bumble.com' with mean price 0.4, 1 impressions of adomain 'kidultlovin.com' with mean price 0.5, 1 impressions of adomain 'oakevergames.com' with mean price 0.7, 1 impressions of adomain 'softbakedapps.com' with mean price 0.4; 1 sessions in app 'com.econogames.wordsearch.gp', 4 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.eet.email.launcher', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.ezt.pdfreader.pdfviewer', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fashion.designer.stylist.super.tailor', 13 ad_requests with mean bid_floor 7.0; 1 sessions in app 'com.fbig.spades', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.fee.fileease', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.solitaire', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.free.spider.solitaire.card.game', 7 ad_requests with mean bid_floor 9.7; 1 sessions in app 'com.gamovation.tileclub', 2 ad_requests with mean bid_floor 8.1; 2 sessions in app 'com.greyfun.card.solitaire.classic', 8 ad_requests with mean bid_floor 4.0; 83 sessions in app 'com.healthassistant.bloodtrack.monitor', 704 ad_requests with mean bid_floor 8.0; 63 sessions in app 'com.holybible.verseandaudio.prayer', 656 ad_requests with mean bid_floor 0.4; 23 sessions in app 'com.kbible.htimegix', 204 ad_requests with mean bid_floor 95.6; 1 sessions in app 'com.kiaora.dominoes', 36 ad_requests with mean bid_floor 9.0; 2 sessions in app 'com.klondike.solitaire.fish.classic.card.game.free', 6 ad_requests with mean bid_floor 0.1; 75 sessions in app 'com.liotek.lannbible', 376 ad_requests with mean bid_floor 62.8; 2 sessions in app 'com.lumacleaner.amazonpro', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.marketer.greenpass', 14 ad_requests with mean bid_floor 0.2; 21 sessions in app 'com.metajoy.offlinedominoes', 839 ad_requests with mean bid_floor 54.7, 1 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'felicitygames.com' with mean price 78.8, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 102.5, 1 clicks of adomain 'playvalve.com', 1 impressions of adomain 'playvalve.com' with mean price 37.1, 1 impressions of adomain 'smartsaverhealth.org' with mean price 3.9; 2 sessions in app 'com.mobilityware.CastleSolitaire', 35 ad_requests with mean bid_floor 7.8; 2 sessions in app 'com.music.game.dancing.hair.beat.race', 44 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.newpubco.spades', 24 ad_requests with mean bid_floor 32.1; 1 sessions in app 'com.otium.solitaire.classic.card.game', 11 ad_requests with mean bid_floor 7.4; 10 sessions in app 'com.overflow.easystorageclean', 16 ad_requests with mean bid_floor 6.1; 5 sessions in app 'com.peoplefun.wordcross', 68 ad_requests with mean bid_floor 12.9; 3 sessions in app 'com.piriform.ccleaner', 35 ad_requests with mean bid_floor 62.0; 1 sessions in app 'com.playvalve.dominoes', 16 ad_requests with mean bid_floor 36.8; 1 sessions in app 'com.playvalve.solitaire.spider', 16 ad_requests with mean bid_floor 20.1; 19 sessions in app 'com.poep.maskp.antivirus', 37 ad_requests with mean bid_floor 8.7; 5 sessions in app 'com.screwchallenge.nutsandbolts.screwpinpuzzle', 58 ad_requests with mean bid_floor 45.8; 10 sessions in app 'com.secbi.hogur', 26 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.sh.fidget.toys.mini.relaxing.antistress.games', 70 ad_requests with mean bid_floor 13.7, 3 impressions of adomain '9snail.com' with mean price 94.4, 1 impressions of adomain 'bestplay.app' with mean price 58.3, 1 impressions of adomain 'playsimple.in' with mean price 1.3; 3 sessions in app 'com.sh.stickman.thief.puzzle.games', 42 ad_requests with mean bid_floor 14.2, 7 impressions of adomain 'amazon.com' with mean price 1.0, 1 clicks of adomain 'intuit.com', 1 impressions of adomain 'intuit.com' with mean price 92.6, 1 impressions of adomain 'meetava.com' with mean price 22.1, 3 impressions of adomain 'pepsico.com' with mean price 1.2; 1 sessions in app 'com.solitaire.cards.deluxe', 15 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'pluto.tv' with mean price 0.5; 1 sessions in app 'com.solitaire.jianhuan.card', 25 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.solitaire.relax.classic.card.game', 1 ad_requests with mean bid_floor 0.0; 59 sessions in app 'com.spaceclean.quickcleaner', 447 ad_requests with mean bid_floor 129.2; 1 sessions in app 'com.standard.puzzle.ooybaa.solitaire', 5 ad_requests with mean bid_floor 0.8; 1 sessions in app 'com.staplegames.solitaireGP', 3 ad_requests with mean bid_floor 12.9; 19 sessions in app 'com.sweeper.phone.cleaner.junk', 43 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.tendevstudio.security', 1 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.tripledot.solitaire', 34 ad_requests with mean bid_floor 14.6; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 6.5; 1 sessions in app 'com.vitastudio.solitaire', 7 ad_requests with mean bid_floor 19.2; 2 sessions in app 'com.wordgame.words.connect', 2 ad_requests with mean bid_floor 8.5; 1 sessions in app 'domino.classic.board.free.games', 8 ad_requests with mean bid_floor 2.0; 5 sessions in app 'ffee.file.explorer', 97 ad_requests with mean bid_floor 4.3; 1 sessions in app 'games.conifer.card.spider.solitaire.free', 5 ad_requests with mean bid_floor 15.0; 13 sessions in app 'hh.rr.heart.rate', 452 ad_requests with mean bid_floor 2.6, 1 impressions of adomain 'mintegral.com' with mean price 31.5, 1 impressions of adomain 'mobilityware.com/spider' with mean price 11.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 41.5; 28 sessions in app 'holy.bible.verse.audio.kjv', 106 ad_requests with mean bid_floor 5.2; 3 sessions in app 'in.playsimple.wordtrip', 24 ad_requests with mean bid_floor 16.7; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.3; 8 sessions in app 'kjv.bible.kingjamesbible', 132 ad_requests with mean bid_floor 30.4; 82 sessions in app 'kjv.holy.bible.verse.audio', 251 ad_requests with mean bid_floor 5.2; 26 sessions in app 'kjvbible.verse.daily.bible.prayer', 165 ad_requests with mean bid_floor 7.3; 5 sessions in app 'loppipoppi.dominoes', 215 ad_requests with mean bid_floor 21.8, 6 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'us.nationalreliefbenefits.com' with mean price 0.5, 1 impressions of adomain 'weather.com' with mean price 1.1; 1 sessions in app 'mob0868f7da3a01efd8', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'nova.solitaire.patience.card.games.klondike.free', 26 ad_requests with mean bid_floor 9.7, 1 impressions of adomain 'doordash.com' with mean price 2.3; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 6.4; 17 sessions in app 'pray.holy.kingjames.kjv.bb', 84 ad_requests with mean bid_floor 23.9; 4 sessions in app 'ru.skillcap.dominoes', 30 ad_requests with mean bid_floor 21.0; 27 sessions in app 'schedule.note.tdl', 712 ad_requests with mean bid_floor 9.4; 2 sessions in app 'solitaire.card.games.free.klondike.solitaire.classic.fun', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'solitaire.classicgame.klondike.solitaire.freecard', 18 ad_requests with mean bid_floor 0.0; 1 sessions in app 'solitaire.nostal.cardgame.puzzle', 22 ad_requests with mean bid_floor 80.5; 1 sessions in app 'spidersolitaire.card.games.klondike.solitaire.spider', 3 ad_requests with mean bid_floor 0.1; 11 sessions in app 'supersuper.car.wp', 218 ad_requests with mean bid_floor 13.4];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 2025-01-16 19:50:22;time_since_impression_in_hours is 74;channel is 'USA/I/bidmachine/com.metajoy.offlinedominoes/False/167';time_since_click_in_hours is 74;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.951154270991111;partition is 116
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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 .
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OK ,I got an adtech request with following features: idfa is '7be15a93-b47c-409c-a642-95afc557bed2';uuid is '2d4b664f-2660-4cd8-bced-8e2dd11363fd';bid_timestamp is '2025-01-03 20:33:46';device_id is '7be15a93-b47c-409c-a642-95afc557bed2';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.38989906273219;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 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 67.84;placement_historical_value is 1.801279;third_party_bid_price is ;prior_tag_impressions_count is 24 ;time_since_impression is 22778 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.45;prior_theme_impressions_count is 24;prior_tag_clicks_count is 5 ;time_since_click is 22766;hour is '2025-01-03 20:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[11 sessions in app 'com.americasbestpics', 11 ad_requests with mean bid_floor 0.0; 90 sessions in app 'com.blackout.spades', 19898 ad_requests with mean bid_floor 25.7, 2 impressions of adomain 'admile.com' with mean price 0.2, 2 impressions of adomain 'allegra.com' with mean price 1.0, 1 impressions of adomain 'aloha.com' with mean price 0.4, 4 impressions of adomain 'amazon.ca' with mean price 0.2, 33 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'amerisbank.com' with mean price 0.3, 1 impressions of adomain 'amilia.com' with mean price 0.5, 7 impressions of adomain 'arlo.com' with mean price 4.1, 4 impressions of adomain 'bemismfg.com' with mean price 0.3, 1 impressions of adomain 'brookfieldproperties.com' with mean price 0.6, 3 impressions of adomain 'bulova.com' with mean price 4.4, 1 impressions of adomain 'bumble.com' with mean price 2.5, 6 impressions of adomain 'callohiohome.com' with mean price 0.5, 5 impressions of adomain 'carolina.com' with mean price 0.2, 1 impressions of adomain 'castrol.com' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'coach.com' with mean price 0.2, 1 impressions of adomain 'coldstonecreamery.com' with mean price 2.3, 1 impressions of adomain 'cuisinart.com' with mean price 0.3, 6 impressions of adomain 'cyberpowersystems.com' with mean price 0.2, 13 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.4, 12 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'earthrated.com' with mean price 0.7, 1 impressions of adomain 'easyoff.us' with mean price 0.2, 1 impressions of adomain 'edgeparkcgm.com' with mean price 2.6, 2 impressions of adomain 'ensure.com' with mean price 0.5, 3 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'hsbc.com' with mean price 0.4, 1 impressions of adomain 'instagram.com' with mean price 0.3, 4 impressions of adomain 'kaiserpermanente.org' with mean price 0.3, 9 impressions of adomain 'kimberly-clark.com' with mean price 0.4, 1 impressions of adomain 'kobayashi.com' with mean price 4.1, 1 impressions of adomain 'lgeccu.org' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'livethequincy.com' with mean price 0.2, 2 impressions of adomain 'madison-reed.com' with mean price 0.4, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'maybelline.com' with mean price 0.2, 1 impressions of adomain 'mcdonalds.com' with mean price 0.1, 1 impressions of adomain 'mdanderson.org' with mean price 2.8, 1 impressions of adomain 'medline.com' with mean price 0.4, 1 impressions of adomain 'mikmak.tv' with mean price 1.6, 1 impressions of adomain 'miller-motte.edu' with mean price 0.4, 8 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'nyxcosmetics.com' with mean price 0.2, 1 impressions of adomain 'ondemand.labcorp.com' with mean price 0.2, 3 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'pathtosuccess.global' with mean price 0.2, 3 impressions of adomain 'premierprotein.com' with mean price 5.7, 8 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'resideo.com' with mean price 0.3, 1 impressions of adomain 'royalcanin.com' with mean price 0.4, 2 impressions of adomain 'samsung.com' with mean price 1.7, 1 impressions of adomain 'sanofi.com' with mean price 0.7, 1 impressions of adomain 'schustermanlawfirm.com' with mean price 0.6, 1 impressions of adomain 'tikipets.com' with mean price 0.4, 1 impressions of adomain 'torkusa.com' with mean price 0.2, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.1, 1 impressions of adomain 'verbproducts.com' with mean price 0.2, 1 impressions of adomain 'webmd.com' with mean price 1.5, 1 impressions of adomain 'whirlpool.com' with mean price 0.4, 6 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 1.6; 3 sessions in app 'com.happy.painting.xcim', 136 ad_requests with mean bid_floor 13.3; 3 sessions in app 'com.king.candycrushsaga', 34 ad_requests with mean bid_floor 4.7; 119 sessions in app 'com.neowiz.game.baseball.clash', 590 ad_requests with mean bid_floor 40.6; 4 sessions in app 'com.sorrykick.MagicPianoTiles', 249 ad_requests with mean bid_floor 13.7; 2 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 3.7; 5 sessions in app 'in.playsimple.wordtrip', 25 ad_requests with mean bid_floor 11.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 20:38:27;time_since_impression_in_hours is 6;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 6;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.940843401349535;partition is 1314
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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 .
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OK ,I got an adtech request with following features: idfa is '6d29aa91-8522-47c7-96ad-dc921fcb76a6';uuid is '4d17a040-6d74-462c-aca2-7f0350289598';bid_timestamp is '2025-01-20 11:14:20';device_id is '6d29aa91-8522-47c7-96ad-dc921fcb76a6';biddate is '2025-01-20';country is 'USA';app is 'com.kaigames.shrinkandtread';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 14.5709309968238;target_cpi is 2;campaign is 58071;creative_id is 229286;session_duration is 5 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 10.6106 ;min_floor is 10.6106 ;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 5.77;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-20 11:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[1 sessions in app 'com.Skillbuilder.bubbleshooter', 10 ad_requests with mean bid_floor 0.1; 2 sessions in app 'com.airhorn.sounds.prank.haircut.fartprank.joke', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.gameSky.ChickenvsZmobie', 73 ad_requests with mean bid_floor 16.1; 5 sessions in app 'com.hdwallpapers.live.anime4k.background.lockscreen', 33 ad_requests with mean bid_floor 5.3; 2 sessions in app 'com.kaigames.shrinkandtread', 172 ad_requests with mean bid_floor 15.8; 3 sessions in app 'com.live4kwallpapers.anime.background', 11 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.marketer.greenpass', 12 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.meeseva.bazaar', 6 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.newpubco.spades', 18 ad_requests with mean bid_floor 15.8; 1 sessions in app 'com.otsbet.app', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.prank.sounds.funny.game.haircut.fart.air.horn', 2 ad_requests with mean bid_floor 5.2; 19 sessions in app 'com.prank.sounds.funny.toy.fart.haircut', 116 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.uscommunitytrade.uscomtradr', 8 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.x4d.live.wallpaper.pixel4d.hd4k', 18 ad_requests with mean bid_floor 4.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-20 11:21:39;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.kaigames.shrinkandtread/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.224560140495464;partition is 413
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '1e78509b-5676-4120-b1f8-aaed7ed9ce81';uuid is '6f648585-4fc0-4638-9601-26251f6983b2';bid_timestamp is '2025-01-23 4:39:01';device_id is '1e78509b-5676-4120-b1f8-aaed7ed9ce81';biddate is '2025-01-23';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 9.45101320541188;target_cpi is 0.528955198209603;campaign is 58068;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 ;third_party_bid_price is ;prior_tag_impressions_count is 17 ;time_since_impression is 14611043 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.72;prior_theme_impressions_count is 17;prior_tag_clicks_count is 2 ;time_since_click is 58407001;hour is '2025-01-23 04:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior is :[4 sessions in app 'com.blackout.spades', 326 ad_requests with mean bid_floor 32.8, 1 impressions of adomain 'newpub.co/spades' with mean price 9.5; 1 sessions in app 'com.clipwiregames.tpirbingo', 9 ad_requests with mean bid_floor 12.2; 1 sessions in app 'com.easybrain.crossword.puzzles', 59 ad_requests with mean bid_floor 21.5; 6 sessions in app 'com.kamagames.videopoker', 14 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.newpubco.spades', 25 ad_requests with mean bid_floor 16.0; 2 sessions in app 'com.peoplefun.wordcross', 57 ad_requests with mean bid_floor 6.8; 1 sessions in app 'com.peoplefun.wordsolitaire', 11 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.scannerradio', 1 ad_requests with mean bid_floor 5.6; 3 sessions in app 'com.scopely.wheeloffortune', 19 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'adp.com' with mean price 0.5, 1 impressions of adomain 'gurugame.ai' with mean price 0.2, 1 impressions of adomain 'lowes.com' with mean price 0.2, 1 impressions of adomain 'rater8.com' with mean price 0.5, 2 impressions of adomain 'walgreens.com' with mean price 0.5; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 5.7; 5 sessions in app 'com.xmonetize.quizzland', 74 ad_requests with mean bid_floor 14.7; 1 sessions in app 'com.yallaplay.spadesmasters', 9 ad_requests with mean bid_floor 226.6; 1 sessions in app 'com.zynga.words', 41 ad_requests with mean bid_floor 15.5, 1 impressions of adomain 'homedepot.com' with mean price 0.9; 1 sessions in app 'game.puzzle.woodypuzzle', 17 ad_requests with mean bid_floor 0.7; 3 sessions in app 'in.crossy.daily_crossword', 106 ad_requests with mean bid_floor 22.1, 2 impressions of adomain 'amazon.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 2025-01-23 4:47:15;time_since_impression_in_hours is 4058;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 16224;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.789447934286264;partition is 3135
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'bd0c07ec-330f-440a-8d02-afdbe0b4b6a9';uuid is '9e9f55c3-bf45-4e99-88f6-cc931663dc89';bid_timestamp is '2025-02-03 20:32:41';device_id is 'bd0c07ec-330f-440a-8d02-afdbe0b4b6a9';biddate is '2025-02-03';country is 'USA';app is 'com.fzstudio.STribe';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 35.7304651122726;target_cpi is 0.390757203102111;campaign is 58234;creative_id is 228773;session_duration is 11 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';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 3 ;time_since_impression is 1112237 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-03 20:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[2 sessions in app 'com.blackout.spades', 175 ad_requests with mean bid_floor 29.4, 1 impressions of adomain 'amazon.com' with mean price 1.8, 2 impressions of adomain 'google.com' with mean price 0.7; 12 sessions in app 'com.casttv.castforchromecast.screencast', 117 ad_requests with mean bid_floor 52.5, 2 impressions of adomain 'king.com' with mean price 3.4; 1 sessions in app 'com.easybrain.killer.sudoku.free', 130 ad_requests with mean bid_floor 13.1, 2 clicks of adomain 'king.com', 2 impressions of adomain 'king.com' with mean price 17.0; 1 sessions in app 'com.easybrain.sudoku.android', 291 ad_requests with mean bid_floor 16.4, 1 impressions of adomain 'king.com' with mean price 1.3; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.7; 6 sessions in app 'com.fzstudio.STribe', 139 ad_requests with mean bid_floor 8.7; 13 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 499 ad_requests with mean bid_floor 12.5, 1 impressions of adomain 'becomeateacher.com' with mean price 0.8, 1 impressions of adomain 'google.com' with mean price 0.7, 16 impressions of adomain 'handsoffmyrewards.com' with mean price 0.7, 1 impressions of adomain 'kensingtontours.com' with mean price 1.2, 12 impressions of adomain 'king.com' with mean price 0.7, 6 impressions of adomain 'lochlloyd.com' with mean price 0.8, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 2 clicks of adomain 'productmadness.com', 3 impressions of adomain 'productmadness.com' with mean price 22.7, 1 clicks of adomain 'sciplay.com', 1 impressions of adomain 'sciplay.com' with mean price 18.5, 1 impressions of adomain 'tiktok.com' with mean price 4.0, 3 impressions of adomain 'tremfya.com' with mean price 1.7, 1 impressions of adomain 'winwithmcclatchy.com' with mean price 0.8; 2 sessions in app 'com.kiwifun.game.android.mahjong', 34 ad_requests with mean bid_floor 30.7; 1 sessions in app 'com.newpubco.spades', 33 ad_requests with mean bid_floor 22.5; 50 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 4024 ad_requests with mean bid_floor 15.2, 2 impressions of adomain 'audible.com' with mean price 0.6, 11 clicks of adomain 'dreamgames.com', 26 impressions of adomain 'dreamgames.com' with mean price 20.5, 1 impressions of adomain 'epson.com' with mean price 0.5, 1 impressions of adomain 'ezhealth.app' with mean price 11.0, 1 clicks of adomain 'ezhealth.app', 14 impressions of adomain 'homagames.com' with mean price 14.5, 9 clicks of adomain 'homagames.com', 50 impressions of adomain 'king.com' with mean price 11.5, 11 clicks of adomain 'king.com', 1 impressions of adomain 'newpub.co' with mean price 12.9, 2 impressions of adomain 'newpub.co/hearts' with mean price 7.6, 2 clicks of adomain 'newpub.co/hearts', 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 9.7, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 13.0, 24 clicks of adomain 'playrix.com', 40 impressions of adomain 'playrix.com' with mean price 14.7, 1 impressions of adomain 'playtika.com' with mean price 11.3, 2 clicks of adomain 'sciplay.com', 5 impressions of adomain 'sciplay.com' with mean price 10.8, 1 impressions of adomain 'scopely.com' with mean price 8.7, 12 clicks of adomain 'scorewarrior.com', 19 impressions of adomain 'scorewarrior.com' with mean price 12.0, 2 impressions of adomain 'solitairesmash.com' with mean price 12.4, 1 clicks of adomain 'wisewaveltd.com', 1 impressions of adomain 'wisewaveltd.com' with mean price 19.4; 1 sessions in app 'com.tripledot.solitaire', 26 ad_requests with mean bid_floor 16.9; 19 sessions in app 'com.tripledot.spades', 328 ad_requests with mean bid_floor 14.0, 1 impressions of adomain 'childlifenutrition.com' with mean price 1.1, 4 impressions of adomain 'depend.com' with mean price 0.5, 1 clicks of adomain 'dreamgames.com', 2 impressions of adomain 'dreamgames.com' with mean price 16.4, 1 impressions of adomain 'giovanniranausa.com' with mean price 0.5, 1 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'ivory.com' with mean price 0.5, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'lenscrafters.com' with mean price 2.2, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'oldspice.com' with mean price 0.7, 1 impressions of adomain 'oneaday.com' with mean price 1.9, 22 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'platoscloset.com' with mean price 0.9, 4 impressions of adomain 'playitagainsports.com' with mean price 0.9, 1 impressions of adomain 'playrix.com' with mean price 15.1, 1 clicks of adomain 'playrix.com', 1 impressions of adomain 'prilosecotc.com' with mean price 0.4, 1 impressions of adomain 'productmadness.com' with mean price 10.9, 1 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'rexulti.com' with mean price 3.5, 7 impressions of adomain 'samsclub.com' with mean price 0.9, 1 impressions of adomain 'scorewarrior.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 1 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'vitastudio.ai' with mean price 0.2, 13 impressions of adomain 'wyndhamhotels.com' with mean price 0.7; 2 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 22.9; 6 sessions in app 'me.jlabs.alarmclock', 12 ad_requests with mean bid_floor 0.2; 20 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 927 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'productmadness.com' with mean price 1.7];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 2025-02-04 20:43:49;time_since_impression_in_hours is 308;channel is 'USA/V/chartboost-android-sdk/com.fzstudio.STribe/True/98';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.670652176392078;partition is 3844
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '6c370622-f034-4dbb-bba4-00d7ce57e492';uuid is '381beea6-6158-4b89-b00a-028025e3e480';bid_timestamp is '2024-12-22 5:44:42';device_id is '6c370622-f034-4dbb-bba4-00d7ce57e492';biddate is '2024-12-22';country is 'USA';app is 'com.easybrain.crossword.puzzles';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 6.595;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'vi';bid_floor is 6.585 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is 5.517611;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 531254 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.75;prior_theme_impressions_count is 6;prior_tag_clicks_count is 8 ;time_since_click is 531251;hour is '2024-12-22 05:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[23 sessions in app 'com.DifLabs.Differences', 486 ad_requests with mean bid_floor 22.5, 1 impressions of adomain '.wakefern.com' with mean price 1.0, 2 impressions of adomain 'discovermiddlesex.com' with mean price 0.8, 1 impressions of adomain 'mtanj.tixonlinenow.com' with mean price 1.3, 1 impressions of adomain 'papaya.com' with mean price 0.5, 1 impressions of adomain 'sanofi.com' with mean price 0.6, 1 impressions of adomain 'selectquote.com' with mean price 0.8, 1 impressions of adomain 'topviewtix.com' with mean price 1.3; 47 sessions in app 'com.accurate.weather.forecast.live', 595 ad_requests with mean bid_floor 81.3; 1 sessions in app 'com.asianmobile.languagetranslator', 1 ad_requests with mean bid_floor 5.2; 40 sessions in app 'com.easybrain.crossword.puzzles', 8489 ad_requests with mean bid_floor 15.5, 1 impressions of adomain '247laundryservice.com' with mean price 0.3, 1 impressions of adomain '3m.com' with mean price 0.1, 1 impressions of adomain 'addyi.com' with mean price 0.1, 1 clicks of adomain 'adidas.com', 412 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.4, 1 impressions of adomain 'alkaseltzer.com' with mean price 0.2, 1 clicks of adomain 'alkaseltzerplus.com', 1 impressions of adomain 'alkaseltzerplus.com' with mean price 0.1, 2 impressions of adomain 'allegra.com' with mean price 0.1, 22 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'anheuser-busch.com' with mean price 0.2, 2 clicks of adomain 'arlo.com', 4 impressions of adomain 'arlo.com' with mean price 7.4, 1 impressions of adomain 'arn.com' with mean price 0.1, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 3 impressions of adomain 'axs.com' with mean price 0.8, 1 impressions of adomain 'beachbody.com' with mean price 0.1, 8 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'benadryl.com' with mean price 0.1, 2 impressions of adomain 'benbridge.com' with mean price 0.2, 1 impressions of adomain 'bergenbrooklyn.com' with mean price 1.0, 6 impressions of adomain 'bhsusa.com' with mean price 1.2, 14 impressions of adomain 'boostmobile.com' with mean price 0.7, 1 impressions of adomain 'bronxhonda.com' with mean price 0.8, 2 impressions of adomain 'brooklynmuseum.org' with mean price 1.2, 1 impressions of adomain 'budlight.com' with mean price 0.6, 4 impressions of adomain 'campingworld.com' with mean price 0.2, 2 impressions of adomain 'carnival.com' with mean price 0.2, 3 impressions of adomain 'cdw.com' with mean price 0.1, 7 impressions of adomain 'chevrolet.com' with mean price 0.2, 1 impressions of adomain 'chipsahoy.com' with mean price 0.6, 2 impressions of adomain 'clubchampion.com' with mean price 0.7, 4 impressions of adomain 'coca-cola.com' with mean price 0.1, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 1 impressions of adomain 'daytonabeach.com' with mean price 0.4, 6 impressions of adomain 'depend.com' with mean price 0.1, 68 impressions of adomain 'discovermiddlesex.com' with mean price 1.0, 6 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'duracell.com' with mean price 0.1, 1 impressions of adomain 'eatenlightened.com' with mean price 0.1, 5 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 5 impressions of adomain 'exploreminnesota.com' with mean price 0.5, 2 impressions of adomain 'extclaims.com' with mean price 0.9, 1 impressions of adomain 'fedex.com' with mean price 0.4, 1 impressions of adomain 'feldentertainment.com' with mean price 1.1, 9 impressions of adomain 'gardenoflife.com' with mean price 0.3, 1 impressions of adomain 'gcherrera.com' with mean price 0.2, 7 impressions of adomain 'genmobile.com' with mean price 0.8, 4 impressions of adomain 'goldbond.com' with mean price 0.7, 1 impressions of adomain 'goodjobgames.com' with mean price 0.0, 5 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 0.1, 7 impressions of adomain 'goya.com' with mean price 0.2, 2 impressions of adomain 'grainger.com' with mean price 0.9, 19 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'hardrockhotelatlanticcity.com' with mean price 0.6, 9 impressions of adomain 'hillspet.com' with mean price 0.1, 2 impressions of adomain 'huggies.com' with mean price 0.3, 3 impressions of adomain 'hulu.com' with mean price 0.8, 1 impressions of adomain 'icfnext.com' with mean price 0.3, 3 impressions of adomain 'info.nu.edu' with mean price 1.3, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 7 impressions of adomain 'jackpocket.com' with mean price 0.0, 1 impressions of adomain 'jobs.bswhealth.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 3 impressions of adomain 'justworks.com' with mean price 0.9, 1 impressions of adomain 'kao.com' with mean price 0.4, 3 impressions of adomain 'kelloggs.com' with mean price 0.8, 2 impressions of adomain 'kinter.com' with mean price 0.4, 4 impressions of adomain 'kitchenaid.com' with mean price 0.2, 1 impressions of adomain 'kleenex.com' with mean price 0.1, 4 impressions of adomain 'lexus.com' with mean price 0.8, 1 impressions of adomain 'listerine.com' with mean price 0.2, 4 impressions of adomain 'luiss.it' with mean price 0.2, 8 impressions of adomain 'lunsumio.com' with mean price 0.1, 1 impressions of adomain 'maggi.de' with mean price 6.3, 1 impressions of adomain 'makerofjacket.com' with mean price 0.1, 1 impressions of adomain 'markanthonyintl.com' with mean price 0.1, 4 impressions of adomain 'mazdausa.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.2, 5 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'michelobultra.com' with mean price 0.2, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'mtanj.tixonlinenow.com' with mean price 1.1, 1 impressions of adomain 'narcan.com' with mean price 0.2, 1 impressions of adomain 'natrol.com' with mean price 0.7, 4 impressions of adomain 'navy.com' with mean price 0.3, 1 impressions of adomain 'nucala.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 13 impressions of adomain 'nyp.org' with mean price 2.4, 1 impressions of adomain 'obmedia.com' with mean price 0.1, 2 impressions of adomain 'odysseybattery.com' with mean price 0.4, 4 impressions of adomain 'olay.com' with mean price 0.3, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 1 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'papaya.com' with mean price 0.2, 1 impressions of adomain 'papayagaming.com' with mean price 0.0, 1 impressions of adomain 'pennfoster.edu' with mean price 0.1, 1 impressions of adomain 'pgpro.com' with mean price 0.4, 2 impressions of adomain 'playtowingames.net' with mean price 0.0, 6 impressions of adomain 'poise.com' with mean price 0.2, 2 impressions of adomain 'powerstop.com' with mean price 0.1, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 3 impressions of adomain 'prilosecotc.com' with mean price 0.3, 1 impressions of adomain 'purposeonbroadway.com' with mean price 7.7, 1 clicks of adomain 'purposeonbroadway.com', 3 impressions of adomain 'qantas.com' with mean price 0.1, 1 impressions of adomain 'ringling.edu' with mean price 0.4, 2 impressions of adomain 'rtkenvironmental.com' with mean price 0.1, 1 impressions of adomain 'samsclub.com' with mean price 0.6, 4 impressions of adomain 'samsung.com' with mean price 0.2, 13 impressions of adomain 'sanofi.com' with mean price 0.3, 1 impressions of adomain 'sdi.edu' with mean price 0.2, 1 impressions of adomain 'sdsbinderworks.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.2, 1 impressions of adomain 'secure.interactiveticketing.com' with mean price 1.3, 1 impressions of adomain 'smartrent.com' with mean price 0.2, 1 impressions of adomain 'smuckers.com' with mean price 0.6, 21 impressions of adomain 'solitairecash.com' with mean price 0.2, 1 impressions of adomain 'squareup.com' with mean price 0.0, 5 impressions of adomain 'starbucks.com' with mean price 0.1, 4 impressions of adomain 'stellaartois.com' with mean price 0.1, 8 impressions of adomain 'strivectin.com' with mean price 0.1, 8 impressions of adomain 'subaru.com' with mean price 0.2, 5 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 2 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'theconsumertransparencyproject.com' with mean price 7.3, 2 impressions of adomain 'thehonestkitchen.com' with mean price 0.6, 3 impressions of adomain 'tiktok.com' with mean price 1.4, 2 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'topviewtix.com' with mean price 0.5, 2 impressions of adomain 'torani.com' with mean price 0.2, 1 impressions of adomain 'tsa.gov' with mean price 0.8, 3 impressions of adomain 'tylenol.com' with mean price 0.2, 3 impressions of adomain 'ubykotex.com' with mean price 0.3, 3 impressions of adomain 'uncommonschools.org' with mean price 0.7, 6 impressions of adomain 'unilever.com' with mean price 0.1, 1 impressions of adomain 'uphold.com' with mean price 0.0, 4 impressions of adomain 'vicks.com' with mean price 0.3, 3 impressions of adomain 'victorallen.com' with mean price 0.2, 1 impressions of adomain 'wakefern.com' with mean price 0.2, 3 impressions of adomain 'walgreens.com' with mean price 0.7, 6 impressions of adomain 'walmart.com' with mean price 0.1, 1 impressions of adomain 'wbd.com' with mean price 0.2, 1 impressions of adomain 'whatisshingles.com' with mean price 0.1, 1 impressions of adomain 'wurl.com' with mean price 0.7, 3 impressions of adomain 'wyndhamhotels.com' with mean price 0.5, 1 impressions of adomain 'xtandi.com' with mean price 0.2, 2 impressions of adomain 'yeswelder.com' with mean price 0.2, 1 impressions of adomain 'yrpubs.com' with mean price 3.1, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 20 sessions in app 'com.easybrain.word.puzzle.game', 2842 ad_requests with mean bid_floor 10.7, 28 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'autodealsnearyou.com' with mean price 0.3, 4 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'benadryl.com' with mean price 0.3, 1 impressions of adomain 'brukinsa.com' with mean price 0.3, 2 impressions of adomain 'budlight.com' with mean price 0.4, 7 impressions of adomain 'chevrolet.com' with mean price 0.3, 2 impressions of adomain 'cyberpowersystems.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.2, 2 impressions of adomain 'discovermiddlesex.com' with mean price 1.0, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 9 impressions of adomain 'dollargeneral.com' with mean price 0.3, 5 impressions of adomain 'exploreminnesota.com' with mean price 0.4, 1 impressions of adomain 'fedex.com' with mean price 0.5, 1 impressions of adomain 'franksredhot.com' with mean price 0.6, 1 impressions of adomain 'goodnites.com' with mean price 0.2, 2 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hss.edu' with mean price 0.7, 1 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 1.5, 1 impressions of adomain 'kinter.com' with mean price 0.4, 1 impressions of adomain 'krusteaz.com' with mean price 0.5, 2 impressions of adomain 'lilly.com' with mean price 0.3, 1 impressions of adomain 'lionking.com' with mean price 0.5, 2 impressions of adomain 'mazdausa.com' with mean price 0.3, 35 impressions of adomain 'mccormick.com' with mean price 0.3, 4 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 2 impressions of adomain 'oldspice.com' with mean price 0.6, 1 impressions of adomain 'patientdoctorpartnership.com' with mean price 5.5, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.4, 1 impressions of adomain 'poise.com' with mean price 0.2, 2 impressions of adomain 'purposeonbroadway.com' with mean price 10.6, 2 impressions of adomain 'rinvoqhcp.com' with mean price 0.2, 1 impressions of adomain 'rtkenvironmental.com' with mean price 0.3, 1 impressions of adomain 'samsclub.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'springfieldrvcampingshow.com' with mean price 0.2, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 3 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'umass.edu' with mean price 2.6, 3 impressions of adomain 'visitcincy.com' with mean price 0.3, 1 impressions of adomain 'vivistim.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 18 sessions in app 'com.hyilmaz.spades', 1570 ad_requests with mean bid_floor 2.0; 25 sessions in app 'com.imbagame.shootingpool', 412 ad_requests with mean bid_floor 14.9; 2 sessions in app 'com.iscoolentertainment.word.flip', 10 ad_requests with mean bid_floor 3.7; 14 sessions in app 'com.mobilityware.GinRummySolitaire', 1909 ad_requests with mean bid_floor 17.7, 1 clicks of adomain 'bibliaconsigo.com', 1 impressions of adomain 'bibliaconsigo.com' with mean price 4.2, 1 impressions of adomain 'blindferret.com' with mean price 19.0, 1 impressions of adomain 'chime.com' with mean price 5.8, 1 impressions of adomain 'doordash.com' with mean price 0.1, 2 impressions of adomain 'learnings.ai' with mean price 0.1, 1 clicks of adomain 'mhitpoker.com', 1 impressions of adomain 'mhitpoker.com' with mean price 10.6, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'pricelines.com' with mean price 0.1, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 4.6; 16 sessions in app 'com.multiplayertonk', 172 ad_requests with mean bid_floor 2.2; 8 sessions in app 'com.playvalve.crossword', 398 ad_requests with mean bid_floor 199.6, 1 impressions of adomain 'amazon.com' with mean price 0.5; 12 sessions in app 'com.qs.pool', 16 ad_requests with mean bid_floor 9.8; 10 sessions in app 'com.tripledot.blackjack', 455 ad_requests with mean bid_floor 76.2; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.trivialtechnology.Rummy500D', 10 ad_requests with mean bid_floor 32.0; 12 sessions in app 'com.vitastudio.spider', 200 ad_requests with mean bid_floor 21.6; 2 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 57.3; 5 sessions in app 'in.playsimple.tripcross', 10 ad_requests with mean bid_floor 8.3; 8 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 21.0; 20 sessions in app 'kjv.bible.kingjamesbible', 1046 ad_requests with mean bid_floor 45.5; 5 sessions in app 'kjvbible.verse.daily.bible.prayer', 52 ad_requests with mean bid_floor 5.2; 3 sessions in app 'uk.co.aifactory.spadesfree', 5 ad_requests with mean bid_floor 0.0; 2 sessions in app 'wrakeck.comze.watch.xfl.nfl.ncaaf.afl.streaming', 2 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 2024-12-22 5:55:11;time_since_impression_in_hours is 147;channel is 'USA/V/bidmachine/com.easybrain.crossword.puzzles/False/33';time_since_click_in_hours is 148;fast_imp_12h is 3;fast_click_2h is 2;rnd is 0.695545915284058;partition is 1323
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'af41c166-f60c-4364-8242-75622f4072af';uuid is '0ddd7139-6d8d-4749-bd86-d133bb7f8b84';bid_timestamp is '2025-02-03 13:47:25';device_id is 'af41c166-f60c-4364-8242-75622f4072af';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 29.68;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 174060 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 14;prior_tag_clicks_count is 2 ;time_since_click is 16859466;hour is '2025-02-03 13:00:00+00:00';day_of_week is '0';os_version is 10;user_behavior is :[87 sessions in app 'com.blackout.spades', 57252 ad_requests with mean bid_floor 25.4, 1 impressions of adomain '7-eleven.com' with mean price 0.7, 1 impressions of adomain 'airwick.us' with mean price 0.4, 1 clicks of adomain 'amazon.com', 38 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'aveeno.com' with mean price 2.2, 1 clicks of adomain 'bulova.com', 2 impressions of adomain 'bulova.com' with mean price 3.8, 1 impressions of adomain 'calvinklein.us' with mean price 0.4, 1 impressions of adomain 'checkout51.com' with mean price 0.5, 1 impressions of adomain 'clinique.com' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'coach.com' with mean price 0.4, 1 clicks of adomain 'comcast.com', 4 impressions of adomain 'comcast.com' with mean price 4.5, 1 impressions of adomain 'crocs.com' with mean price 0.7, 5 impressions of adomain 'deltafaucet.com' with mean price 0.3, 1 impressions of adomain 'discovery.com' with mean price 0.7, 13 impressions of adomain 'disneyplus.com' with mean price 0.4, 3 impressions of adomain 'dossaudio.com' with mean price 0.4, 2 impressions of adomain 'drinkhint.com' with mean price 6.0, 19 impressions of adomain 'duracell.com' with mean price 2.5, 12 impressions of adomain 'dymatize.com' with mean price 3.5, 3 impressions of adomain 'elfcosmetics.com' with mean price 0.5, 1 impressions of adomain 'ferrarausa.com' with mean price 0.2, 3 impressions of adomain 'foodlion.com' with mean price 2.7, 2 impressions of adomain 'ghirardelli.com' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'helenoftroy.com' with mean price 0.3, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'katespade.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 9 impressions of adomain 'kimberly-clark.com' with mean price 0.4, 1 impressions of adomain 'lets.shop' with mean price 0.3, 6 impressions of adomain 'liquiddeath.com' with mean price 0.5, 15 impressions of adomain 'liquidremedy.com' with mean price 0.5, 20 impressions of adomain 'mediacombusiness.com' with mean price 0.2, 1 impressions of adomain 'mikmak.tv' with mean price 0.8, 2 impressions of adomain 'milanlaser.com' with mean price 0.4, 1 impressions of adomain 'naturestrove.com' with mean price 0.5, 12 impressions of adomain 'nestleusa.com' with mean price 0.5, 4 impressions of adomain 'newpub.co' with mean price 2.5, 2 clicks of adomain 'newpub.co/spades', 6 impressions of adomain 'newpub.co/spades' with mean price 7.0, 9 impressions of adomain 'nianticlabs.com' with mean price 5.3, 1 clicks of adomain 'nianticlabs.com', 5 impressions of adomain 'nutrafol.com' with mean price 0.6, 6 impressions of adomain 'nuunlife.com' with mean price 0.4, 1 impressions of adomain 'ny.gov' with mean price 0.4, 2 impressions of adomain 'offerhives.com' with mean price 0.4, 4 impressions of adomain 'orgain.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 6 impressions of adomain 'peacocktv.com' with mean price 0.5, 1 impressions of adomain 'pepsico.com' with mean price 0.5, 1 impressions of adomain 'perdue.com' with mean price 2.8, 23 impressions of adomain 'pfister.com' with mean price 0.5, 11 impressions of adomain 'primobrands.com' with mean price 0.5, 1 clicks of adomain 'pvh.com', 3 impressions of adomain 'pvh.com' with mean price 3.6, 1 impressions of adomain 'remax.com' with mean price 0.3, 4 impressions of adomain 'samhsa.gov' with mean price 1.3, 5 impressions of adomain 'samsung.com' with mean price 2.8, 3 impressions of adomain 'santanderus.com' with mean price 0.8, 1 impressions of adomain 'spinmaster.com' with mean price 0.4, 1 impressions of adomain 'sportsresearch.com' with mean price 2.3, 1 impressions of adomain 'toyota.com' with mean price 0.6, 1 impressions of adomain 'tysonfoods.com' with mean price 0.5, 2 impressions of adomain 'verizon.com' with mean price 1.9, 1 impressions of adomain 'waiakea.com' with mean price 0.6, 3 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'wedderspoon.com' with mean price 0.2, 8 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'youtube.com' with mean price 0.4; 94 sessions in app 'com.cardgame.solitaire', 3453 ad_requests with mean bid_floor 1.3, 3 impressions of adomain 'Sublocade.com' with mean price 1.0, 6 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'aloha.com' with mean price 0.6, 98 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'anthem.com' with mean price 2.0, 1 impressions of adomain 'apextoolgroup.com' with mean price 0.3, 3 impressions of adomain 'aveeno.com' with mean price 0.5, 1 impressions of adomain 'benadryl.com' with mean price 0.3, 6 impressions of adomain 'bluebuffalo.com' with mean price 0.3, 1 impressions of adomain 'boppy.com' with mean price 0.3, 1 impressions of adomain 'calvinklein.us' with mean price 0.1, 1 impressions of adomain 'chewy.com' with mean price 0.4, 4 impressions of adomain 'choicehotels.com' with mean price 0.4, 10 impressions of adomain 'clorox.com' with mean price 0.3, 2 impressions of adomain 'coach.com' with mean price 0.4, 26 impressions of adomain 'coca-cola.com' with mean price 0.3, 5 impressions of adomain 'coorslight.com' with mean price 0.6, 5 impressions of adomain 'cox.com' with mean price 0.7, 119 impressions of adomain 'deltafaucet.com' with mean price 0.4, 2 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 3 impressions of adomain 'dossaudio.com' with mean price 0.2, 40 impressions of adomain 'duracell.com' with mean price 0.7, 2 impressions of adomain 'dyson.com' with mean price 0.3, 2 impressions of adomain 'ediblearrangements.com' with mean price 0.3, 1 impressions of adomain 'elfcosmetics.com' with mean price 0.4, 1 impressions of adomain 'eoproducts.com' with mean price 0.2, 4 impressions of adomain 'extclaims.com' with mean price 1.1, 1 impressions of adomain 'ferrarausa.com' with mean price 0.4, 2 impressions of adomain 'finishdishwashing.com' with mean price 0.9, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'goya.com' with mean price 0.3, 1 impressions of adomain 'grainger.com' with mean price 0.6, 1 impressions of adomain 'greenies.com' with mean price 1.1, 5 impressions of adomain 'greenmountaincoffee.com' with mean price 0.4, 24 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'herocosmetics.us' with mean price 0.4, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.5, 1 impressions of adomain 'house-autry.com' with mean price 0.2, 2 impressions of adomain 'humann.com' with mean price 0.3, 1 impressions of adomain 'icelandicglacial.com' with mean price 0.3, 1 impressions of adomain 'jeep.com' with mean price 0.4, 1 impressions of adomain 'jhu.edu' with mean price 0.5, 1 impressions of adomain 'johnsonsbaby.com' with mean price 0.3, 3 impressions of adomain 'kelloggs.com' with mean price 1.1, 12 impressions of adomain 'kimberly-clark.com' with mean price 0.4, 5 impressions of adomain 'kinderfarms.com' with mean price 0.5, 2 impressions of adomain 'kraftheinzcompany.com' with mean price 1.4, 2 impressions of adomain 'la-z-boy.com' with mean price 0.4, 1 impressions of adomain 'learningresources.com' with mean price 0.4, 2 impressions of adomain 'lenovo.com' with mean price 0.3, 1 impressions of adomain 'lipton.com' with mean price 0.6, 2 impressions of adomain 'liquid-iv.com' with mean price 0.3, 26 impressions of adomain 'liquiddeath.com' with mean price 1.2, 12 impressions of adomain 'liquidremedy.com' with mean price 0.5, 6 impressions of adomain 'lorealparisusa.com' with mean price 0.3, 1 impressions of adomain 'madrigalpharma.com' with mean price 0.9, 3 impressions of adomain 'milanlaser.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 2 impressions of adomain 'narcan.com' with mean price 0.3, 1 impressions of adomain 'naturesbakery.com' with mean price 0.5, 1 impressions of adomain 'navymutual.org' with mean price 0.6, 12 impressions of adomain 'nestleusa.com' with mean price 0.3, 3 impressions of adomain 'neutrogena.com' with mean price 0.5, 1 impressions of adomain 'newbalance.com' with mean price 0.5, 1 impressions of adomain 'newellbrands.com' with mean price 0.2, 8 impressions of adomain 'nordicnaturals.com' with mean price 0.5, 1 impressions of adomain 'nortonlifelock.com' with mean price 0.6, 2 impressions of adomain 'nowfoods.com' with mean price 0.4, 22 impressions of adomain 'nutrafol.com' with mean price 0.4, 29 impressions of adomain 'nuunlife.com' with mean price 0.3, 2 impressions of adomain 'openbank.us' with mean price 0.3, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.3, 4 impressions of adomain 'orgain.com' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'pepcid.com' with mean price 1.1, 1 impressions of adomain 'pepsibottlingventures.com' with mean price 1.1, 1 clicks of adomain 'pepsibottlingventures.com', 1 clicks of adomain 'pfister.com', 16 impressions of adomain 'pfister.com' with mean price 0.4, 2 impressions of adomain 'pharmavite.com' with mean price 0.2, 5 impressions of adomain 'philips.com' with mean price 0.2, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.2, 2 impressions of adomain 'poise.com' with mean price 0.3, 1 impressions of adomain 'prestigebrands.com' with mean price 0.7, 1 impressions of adomain 'primobrands.com' with mean price 0.7, 2 impressions of adomain 'purelifewater.com' with mean price 0.8, 1 impressions of adomain 'redbull.com' with mean price 0.4, 14 impressions of adomain 'remax.com' with mean price 0.5, 1 impressions of adomain 'rufflebutts.com' with mean price 0.3, 3 impressions of adomain 'ruizfoods.com' with mean price 0.3, 1 impressions of adomain 'sakrete.com' with mean price 0.8, 2 impressions of adomain 'samsung.com' with mean price 0.5, 3 impressions of adomain 'santanderus.com' with mean price 0.3, 2 impressions of adomain 'simplemills.com' with mean price 0.3, 1 impressions of adomain 'smartypants.com' with mean price 0.6, 16 impressions of adomain 'smartypantsvitamins.com' with mean price 0.4, 1 impressions of adomain 'soundofprofound.com' with mean price 0.3, 1 impressions of adomain 'sportsresearch.com' with mean price 1.1, 4 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'sunsweet.com' with mean price 0.8, 1 impressions of adomain 'talkingrain.com' with mean price 0.1, 1 impressions of adomain 'thehonestkitchen.com' with mean price 0.3, 41 impressions of adomain 'toyota.com' with mean price 0.7, 3 impressions of adomain 'tylenol.com' with mean price 0.5, 3 impressions of adomain 'tymlos.com' with mean price 1.6, 2 impressions of adomain 'ugg.com' with mean price 0.3, 13 impressions of adomain 'ultimahealth.com' with mean price 0.5, 3 impressions of adomain 'valottery.com' with mean price 1.0, 33 impressions of adomain 'verizon.com' with mean price 3.8, 1 impressions of adomain 'victorallen.com' with mean price 0.4, 2 impressions of adomain 'waiakea.com' with mean price 0.3, 1 impressions of adomain 'walkersshortbread.com' with mean price 0.2, 2 impressions of adomain 'watercrestseniorliving.com' with mean price 1.2, 9 impressions of adomain 'wedderspoon.com' with mean price 1.2, 1 impressions of adomain 'wellsfargo.com' with mean price 0.2, 2 impressions of adomain 'woodmenlife.com' with mean price 0.5, 3 impressions of adomain 'zyrtec.com' with mean price 0.4; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 9.8; 3 sessions in app 'com.king.candycrushsaga', 44 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 4.7; 4 sessions in app 'com.tripledot.woodoku', 11 ad_requests with mean bid_floor 5.7; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 8.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 48;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 4683;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.554172879643141;partition is 1323
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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 .
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OK ,I got an adtech request with following features: idfa is 'e4cc5ae4-29fd-46e4-8d9f-82cf6d60bab2';uuid is '9caa4696-f8ce-4da7-8c6f-861a32bcf16d';bid_timestamp is '2024-12-29 1:59:51';device_id is 'e4cc5ae4-29fd-46e4-8d9f-82cf6d60bab2';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 6.38408061741494;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 6.006667;placement_historical_value is 5.70552;third_party_bid_price is ;prior_tag_impressions_count is 18 ;time_since_impression is 21368 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.73;prior_theme_impressions_count is 18;prior_tag_clicks_count is 4 ;time_since_click is 21365;hour is '2024-12-29 01:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[2 sessions in app 'com.peoplefun.wordcross', 13 ad_requests with mean bid_floor 3.5; 126 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 6091 ad_requests with mean bid_floor 11.9, 1 impressions of adomain 'madrigalpharma.com' with mean price 4.3, 1 impressions of adomain 'newpub.co/spades' with mean price 6.0; 3 sessions in app 'com.tripledot.solitaire', 8 ad_requests with mean bid_floor 6.3; 6 sessions in app 'com.tripledot.woodoku', 19 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.zynga.words', 1 ad_requests with mean bid_floor 4.1; 121 sessions in app 'com.zynga.words3', 7884 ad_requests with mean bid_floor 30.9, 1 impressions of adomain '4patriots.com' with mean price 0.5, 1 impressions of adomain 'adobe.com' with mean price 0.1, 24 impressions of adomain 'amazon.com' with mean price 0.4, 18 impressions of adomain 'anthropologie.com' with mean price 0.2, 1 impressions of adomain 'apple.com' with mean price 0.1, 3 impressions of adomain 'atproperties.com' with mean price 0.6, 1 impressions of adomain 'audible.com' with mean price 0.1, 18 impressions of adomain 'bathandbodyworks.com' with mean price 0.4, 1 impressions of adomain 'billknightford.com' with mean price 1.3, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 1 impressions of adomain 'bp.com' with mean price 0.4, 1 impressions of adomain 'brandinitoffee.com' with mean price 1.1, 1 impressions of adomain 'brother-usa.com' with mean price 0.1, 2 impressions of adomain 'cadillac.com' with mean price 0.1, 10 impressions of adomain 'campbells.com' with mean price 0.2, 2 impressions of adomain 'convene.com' with mean price 0.1, 1 impressions of adomain 'dave.com' with mean price 0.0, 2 impressions of adomain 'deltafaucet.com' with mean price 0.1, 1 impressions of adomain 'depaul.edu' with mean price 1.1, 2 impressions of adomain 'depend.com' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 3 impressions of adomain 'dollartree.com' with mean price 0.1, 3 impressions of adomain 'enhertu.com' with mean price 0.8, 1 impressions of adomain 'fatburger.com' with mean price 0.6, 13 impressions of adomain 'freepeople.com' with mean price 0.1, 1 impressions of adomain 'gn-us.com' with mean price 0.4, 1 impressions of adomain 'goldennugget.com' with mean price 0.1, 1 impressions of adomain 'homedepot.com' with mean price 0.6, 1 impressions of adomain 'homeschools.org' with mean price 0.3, 2 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'justplayapps.com' with mean price 0.1, 1 impressions of adomain 'lastpass.com' with mean price 0.5, 2 impressions of adomain 'lowes.com' with mean price 0.3, 1 impressions of adomain 'luc.edu' with mean price 1.4, 2 impressions of adomain 'madrigalpharma.com' with mean price 1.2, 2 impressions of adomain 'marianos.com' with mean price 0.5, 1 impressions of adomain 'masseys.stoneberry.com' with mean price 59.1, 14 impressions of adomain 'nellachicago.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'one1brands.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.2, 8 impressions of adomain 'pepperidgefarm.com' with mean price 0.4, 1 impressions of adomain 'pepsico.com' with mean price 0.2, 2 impressions of adomain 'perdue.com' with mean price 0.3, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.2, 6 impressions of adomain 'precision.myalcon.com' with mean price 0.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.1, 1 impressions of adomain 'proof-advertising.com' with mean price 0.1, 1 impressions of adomain 'rocketmortgage.com' with mean price 0.1, 1 impressions of adomain 'salesforce.com' with mean price 0.2, 38 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 1 impressions of adomain 'temptationstreats.com' with mean price 0.6, 2 impressions of adomain 'theupsstore.com' with mean price 1.1, 5 impressions of adomain 'tiktok.com' with mean price 1.7, 1 impressions of adomain 'toasttab.com' with mean price 0.1, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 9 impressions of adomain 'walgreens.com' with mean price 0.5, 1 impressions of adomain 'wrigleyfield.com' with mean price 4.1, 1 impressions of adomain 'wyndhamhotels.com' with mean price 0.2; 1 sessions in app 'in.playsimple.wordsearch', 8 ad_requests with mean bid_floor 9.1; 11 sessions in app 'in.playsimple.wordtrip', 34 ad_requests with mean bid_floor 21.8; 56 sessions in app 'kjv.bible.kingjamesbible', 2184 ad_requests with mean bid_floor 44.3, 1 impressions of adomain 'allstate.com' with mean price 1.4; 40 sessions in app 'traffic.parking.jam.escape.car3d.games', 4590 ad_requests with mean bid_floor 3.4, 1 impressions of adomain 'acorn.tv' with mean price 0.1, 3 impressions of adomain 'adidas.com' with mean price 0.1, 5 impressions of adomain 'albertsons.com' with mean price 0.3, 64 impressions of adomain 'amazon.com' with mean price 0.3, 4 impressions of adomain 'boost.com' with mean price 0.3, 3 impressions of adomain 'boxpartners.com' with mean price 0.1, 1 impressions of adomain 'broadwayinchicago.com' with mean price 0.2, 12 impressions of adomain 'brother-usa.com' with mean price 0.2, 2 impressions of adomain 'cin7.com' with mean price 0.1, 6 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'combe.com' with mean price 0.1, 1 impressions of adomain 'cornell.edu' with mean price 0.6, 2 impressions of adomain 'deltafaucet.com' with mean price 0.2, 4 impressions of adomain 'depend.com' with mean price 0.2, 4 impressions of adomain 'disneyplus.com' with mean price 0.1, 7 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'galderma.com' with mean price 0.2, 1 impressions of adomain 'gardenoflife.com' with mean price 0.3, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 5 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'hsbc.com' with mean price 0.4, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.2, 1 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'kinders.com' with mean price 0.7, 1 impressions of adomain 'kingdomchevy.com' with mean price 0.5, 1 impressions of adomain 'lets.shop' with mean price 0.1, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.2, 3 impressions of adomain 'mcgratharlingtonkia.com' with mean price 0.3, 1 impressions of adomain 'medscape.org' with mean price 0.8, 1 impressions of adomain 'nellachicago.com' with mean price 0.2, 2 impressions of adomain 'newpub.co' with mean price 8.0, 1 impressions of adomain 'newpub.co/spades' with mean price 2.4, 1 impressions of adomain 'niagaracorp.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 7 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'off-stamp.com' with mean price 2.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 5 impressions of adomain 'philips.com' with mean price 0.1, 1 impressions of adomain 'quiktrip.com' with mean price 0.1, 1 impressions of adomain 'refreshbrand.com' with mean price 0.4, 1 impressions of adomain 'rogersandhollands.com' with mean price 1.2, 1 impressions of adomain 'ruizfoods.com' with mean price 0.3, 1 impressions of adomain 'siriusxm.com' with mean price 0.2, 2 impressions of adomain 'sleepnumber.com' with mean price 0.4, 2 impressions of adomain 'slickgorilla.com' with mean price 0.2, 1 impressions of adomain 'southwest.com' with mean price 0.1, 1 impressions of adomain 'temu.com' with mean price 0.0, 6 impressions of adomain 'thelincolncoconutgrove.com' with mean price 0.8, 1 impressions of adomain 'torkusa.com' with mean price 0.1, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1, 5 impressions of adomain 'yourradioplace.com' with mean price 0.3, 2 impressions of adomain 'zyrtec.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 5;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 6;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.615001750306216;partition is 1323
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0
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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 .
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OK ,I got an adtech request with following features: idfa is 'de01a8a8-231b-4e36-a0d0-dc7471a98365';uuid is '14bc1940-7414-4bd3-9aeb-0445b7de6837';bid_timestamp is '2025-02-08 2:39:59';device_id is 'de01a8a8-231b-4e36-a0d0-dc7471a98365';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 23.1183330088913;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 33.92;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 9 ;time_since_impression is 12443811 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1;prior_theme_impressions_count is 9;prior_tag_clicks_count is 3 ;time_since_click is 12443803;hour is '2025-02-08 02:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[1 sessions in app 'com.baliuapps.superapp', 2 ad_requests with mean bid_floor 2.6; 37 sessions in app 'com.blackout.spades', 2813 ad_requests with mean bid_floor 33.1, 1 impressions of adomain 'admile.com' with mean price 0.4, 9 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'anthem.com' with mean price 4.5, 3 impressions of adomain 'churchdwight.com' with mean price 0.4, 2 impressions of adomain 'coldstonecreamery.com' with mean price 0.5, 7 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 0.9, 1 impressions of adomain 'danone.com' with mean price 0.4, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'howpbmswork.org' with mean price 0.9, 1 impressions of adomain 'jared.com' with mean price 0.5, 1 impressions of adomain 'kalvitamins.com' with mean price 5.0, 1 impressions of adomain 'kay.com' with mean price 1.1, 1 impressions of adomain 'mikmak.tv' with mean price 0.7, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 23.1, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 12 impressions of adomain 'papajohns.com' with mean price 0.8, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 2 impressions of adomain 'pcmanet.org' with mean price 0.8, 1 impressions of adomain 'peacocktv.com' with mean price 0.4, 1 impressions of adomain 'proactiv.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 1.3, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 1 impressions of adomain 'sephora.com' with mean price 0.4, 1 impressions of adomain 'valottery.com' with mean price 0.4, 1 impressions of adomain 'virginiahousing.com' with mean price 1.0, 2 impressions of adomain 'vitalnutrients.net' with mean price 0.3, 3 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'washingtonautoshow.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.bonnie.trafficescape', 12 ad_requests with mean bid_floor 6.0, 1 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'espn.com' with mean price 0.4, 2 impressions of adomain 'go.com' with mean price 0.3; 1 sessions in app 'com.codewaygames.wordgame', 3 ad_requests with mean bid_floor 0.0; 48 sessions in app 'com.easybrain.find.the.difference', 3782 ad_requests with mean bid_floor 20.9, 6 impressions of adomain 'alexiafoods.com' with mean price 0.7, 36 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'arikayce.com' with mean price 0.3, 1 impressions of adomain 'aspercreme.com' with mean price 0.3, 2 impressions of adomain 'atlanticunionbank.com' with mean price 0.2, 2 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'bcbsprovidersettlement.com' with mean price 0.6, 5 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'biogen.com' with mean price 0.2, 1 impressions of adomain 'bissell.com' with mean price 0.4, 1 impressions of adomain 'bjs.com' with mean price 0.2, 3 impressions of adomain 'blueair.com' with mean price 0.2, 12 impressions of adomain 'bluebuffalo.com' with mean price 0.3, 2 impressions of adomain 'churchdwight.com' with mean price 0.3, 3 impressions of adomain 'clorox.com' with mean price 0.3, 12 impressions of adomain 'coca-cola.com' with mean price 0.8, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 5 impressions of adomain 'depend.com' with mean price 0.3, 2 impressions of adomain 'directv.com' with mean price 0.2, 1 impressions of adomain 'dulcolax.com' with mean price 0.2, 1 impressions of adomain 'entyvio.com' with mean price 0.4, 3 impressions of adomain 'esteelauder.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'giii.com' with mean price 0.3, 1 impressions of adomain 'gillette.com' with mean price 0.3, 4 impressions of adomain 'goldbond.com' with mean price 0.7, 2 impressions of adomain 'goodnes.com' with mean price 0.6, 3 impressions of adomain 'goodnites.com' with mean price 0.2, 3 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'henkel-northamerica.com' with mean price 0.3, 3 impressions of adomain 'howpbmswork.org' with mean price 0.8, 7 impressions of adomain 'huggies.com' with mean price 0.2, 5 impressions of adomain 'hurom.com' with mean price 0.4, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 10 impressions of adomain 'kalvitamins.com' with mean price 16.0, 1 clicks of adomain 'kalvitamins.com', 1 impressions of adomain 'kay.com' with mean price 0.9, 1 impressions of adomain 'lcv.org' with mean price 11.3, 1 impressions of adomain 'lexus.com' with mean price 0.6, 1 impressions of adomain 'libtayo.com' with mean price 0.5, 3 impressions of adomain 'lifeextension.com' with mean price 0.4, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.2, 1 impressions of adomain 'm2ingredients.com' with mean price 0.3, 4 impressions of adomain 'maybelline.com' with mean price 0.2, 1 impressions of adomain 'mazdausa.com' with mean price 0.3, 4 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'mdlive.com' with mean price 0.7, 4 impressions of adomain 'metamucil.com' with mean price 0.7, 1 impressions of adomain 'moroccanoil.com' with mean price 0.2, 1 impressions of adomain 'mortonspower.com' with mean price 0.9, 12 impressions of adomain 'mybrb.bank' with mean price 0.3, 1 impressions of adomain 'naturesbounty.com' with mean price 0.2, 2 impressions of adomain 'navy.com' with mean price 0.4, 1 impressions of adomain 'nba.com' with mean price 0.6, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 2 impressions of adomain 'niveausa.com' with mean price 0.6, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.7, 1 impressions of adomain 'nybakery.com' with mean price 0.2, 4 impressions of adomain 'ocedar.com' with mean price 0.2, 2 impressions of adomain 'orgain.com' with mean price 0.2, 3 impressions of adomain 'padcev.com' with mean price 0.2, 5 impressions of adomain 'papajohns.com' with mean price 0.4, 7 impressions of adomain 'paypal.com' with mean price 0.6, 1 impressions of adomain 'pcmanet.org' with mean price 0.8, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.5, 3 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 4 impressions of adomain 'prilosecotc.com' with mean price 0.6, 10 impressions of adomain 'progressive.com' with mean price 0.4, 2 impressions of adomain 'pull-ups.com' with mean price 0.2, 9 impressions of adomain 'qunol.com' with mean price 0.2, 1 impressions of adomain 'redbull.com' with mean price 0.5, 1 impressions of adomain 'rogaine.com' with mean price 0.6, 1 impressions of adomain 'samsclub.com' with mean price 1.0, 42 impressions of adomain 'samsung.com' with mean price 0.3, 3 impressions of adomain 'sexyhair.com' with mean price 0.3, 6 impressions of adomain 'solaray.com' with mean price 0.3, 3 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'standardprocess.com' with mean price 0.2, 3 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'sunsweet.com' with mean price 0.5, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 2 impressions of adomain 'tiktok.com' with mean price 1.6, 1 impressions of adomain 'traveltexas.com' with mean price 0.2, 1 impressions of adomain 'usbank.com' with mean price 0.8, 1 impressions of adomain 'vichyusa.com' with mean price 0.2, 4 impressions of adomain 'vicks.com' with mean price 0.5, 4 impressions of adomain 'whatisshingles.com' with mean price 3.3, 1 impressions of adomain 'whoop.com' with mean price 0.2, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 2 sessions in app 'com.fugo.wowsearch', 84 ad_requests with mean bid_floor 31.4, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'cinfin.com' with mean price 0.2, 2 impressions of adomain 'discoverpuertorico.com' with mean price 0.2, 1 impressions of adomain 'ftc.net' with mean price 0.2, 1 impressions of adomain 'havertys.com' with mean price 0.2, 1 impressions of adomain 'nordictrack.com' with mean price 0.4, 1 impressions of adomain 'operationsmile.org' with mean price 0.2, 2 impressions of adomain 'pennfoster.edu' with mean price 0.2, 4 impressions of adomain 'samsclub.com' with mean price 0.7, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 0.4, 5 impressions of adomain 'walmart.com' with mean price 1.6; 3 sessions in app 'com.funcraft.dicewords', 151 ad_requests with mean bid_floor 54.4, 1 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 57 sessions in app 'com.gamebrain.hexasort', 1513 ad_requests with mean bid_floor 2.7, 32 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'ariat.com' with mean price 0.2, 2 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'bidease.com' with mean price 0.0, 2 impressions of adomain 'bidease.com_101931' with mean price 0.1, 1 impressions of adomain 'bissell.com' with mean price 0.2, 3 impressions of adomain 'churchdwight.com' with mean price 0.1, 5 impressions of adomain 'clorox.com' with mean price 0.2, 2 impressions of adomain 'columbia.com' with mean price 0.2, 1 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 0.0, 1 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 0.3, 2 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'crossmath.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'depend.com' with mean price 0.2, 4 impressions of adomain 'discovery.com' with mean price 0.3, 1 impressions of adomain 'duromaxpower.com' with mean price 0.4, 2 impressions of adomain 'federicibrands.com' with mean price 0.1, 3 impressions of adomain 'giii.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 4 impressions of adomain 'lifeextension.com' with mean price 0.3, 1 impressions of adomain 'listerine.com' with mean price 0.3, 2 impressions of adomain 'medline.com' with mean price 0.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 2 impressions of adomain 'neutrogena.com' with mean price 0.3, 3 impressions of adomain 'niveausa.com' with mean price 0.3, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'nowfoods.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 7 impressions of adomain 'ocedar.com' with mean price 0.3, 1 impressions of adomain 'ogxbeauty.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'paulmitchell.com' with mean price 0.3, 1 impressions of adomain 'pentlyconger.com' with mean price 0.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'rimmellondon.com' with mean price 0.3, 1 impressions of adomain 'rogaine.com' with mean price 0.2, 3 impressions of adomain 'sallyhansen.com' with mean price 0.2, 1 impressions of adomain 'scjohnson.com' with mean price 0.2, 1 impressions of adomain 'sexyhair.com' with mean price 0.2, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'starz.com' with mean price 0.2, 2 impressions of adomain 'stmntgrooming.us' with mean price 0.2, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 0.1, 3 impressions of adomain 'verizon.com' with mean price 0.1, 3 impressions of adomain 'whoop.com' with mean price 0.2; 3 sessions in app 'com.image.conveimage', 11712 ad_requests with mean bid_floor 14.6; 41 sessions in app 'com.miniclip.eightballpool', 193 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.miniit.brain', 79 ad_requests with mean bid_floor 102.4; 1 sessions in app 'com.newpubco.spades', 199 ad_requests with mean bid_floor 24.0, 1 impressions of adomain 'mms.com' with mean price 0.5, 3 impressions of adomain 'papajohns.com' with mean price 0.7, 1 impressions of adomain 'productmadness.com' with mean price 0.4, 1 impressions of adomain 'squarespace.com' with mean price 1.0, 2 impressions of adomain 'visitmaryland.org' with mean price 1.5, 1 impressions of adomain 'werner.com' with mean price 0.8, 3 impressions of adomain 'xifaxan.com' with mean price 0.7; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 6.0; 67 sessions in app 'com.sport.cornhole', 1183 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 2 impressions of adomain 'kay.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'zencolor.app' with mean price 0.1; 1 sessions in app 'com.storymatrix.drama', 15 ad_requests with mean bid_floor 40.3; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 2.8; 4 sessions in app 'com.tripledot.woodoku', 30 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.yolostudio.theimpostor', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'in.WordSearch.WordBliss', 133 ad_requests with mean bid_floor 11.7, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'blueair.com' with mean price 0.2, 1 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'fruzaqla.com' with mean price 1.0, 2 impressions of adomain 'giii.com' with mean price 0.2, 2 impressions of adomain 'niveausa.com' with mean price 0.3, 1 impressions of adomain 'pvh.com' with mean price 0.2, 1 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 impressions of adomain 'whoop.com' with mean price 0.3; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 2.7; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 10.7; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 4.1; 16 sessions in app 'in.playsimple.wordtrip', 643 ad_requests with mean bid_floor 22.2, 1 impressions of adomain 'encompasshealth.com' with mean price 1.1, 1 impressions of adomain 'homedepot.com' with mean price 0.4, 1 impressions of adomain 'sjenvironment.org' with mean price 0.4; 1 sessions in app 'kidultlovin.word.zen', 21 ad_requests with mean bid_floor 20.3, 1 impressions of adomain 'coca-cola.com' with mean price 0.5, 4 impressions of adomain 'dove.com' with mean price 0.5, 1 impressions of adomain 'federicibrands.com' with mean price 0.3, 3 impressions of adomain 'havertys.com' with mean price 0.7, 1 impressions of adomain 'henkel-northamerica.com' with mean price 1.8, 7 impressions of adomain 'inova.org' with mean price 1.2, 1 impressions of adomain 'moroccanoil.com' with mean price 0.6, 1 impressions of adomain 'naturesbakery.com' with mean price 0.8, 1 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'solaray.com' with mean price 0.5, 1 impressions of adomain 'usbank.com' with mean price 0.8, 11 impressions of adomain 'walmart.com' with mean price 1.8, 1 impressions of adomain 'whoop.com' with mean price 0.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 2:42:55;time_since_impression_in_hours is 3456;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3457;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.746435511336418;partition is 5
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '7810d11a-cd43-43ac-9f81-50672f3411ff';uuid is 'c862b2fe-1f82-4c07-8541-82fa772415ca';bid_timestamp is '2025-01-12 1:48:46';device_id is '7810d11a-cd43-43ac-9f81-50672f3411ff';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 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 27.6877723194568;target_cpi is 1.20955366011779;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 ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 2773762 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.4;prior_theme_impressions_count is 15;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-12 01:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 11 ad_requests with mean bid_floor 3.9; 5 sessions in app 'com.blackout.spades', 709 ad_requests with mean bid_floor 35.2, 9 impressions of adomain 'creditkarma.com' with mean price 23.8, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 27.7; 1 sessions in app 'com.newpubco.spades', 21 ad_requests with mean bid_floor 8.3, 1 impressions of adomain 'continentaltire.com' with mean price 1.8, 3 impressions of adomain 'kaiserpermanente.org' with mean price 0.7, 1 impressions of adomain 'paxlovid.com' with mean price 1.2, 1 impressions of adomain 'pmi.com' with mean price 1.2, 1 impressions of adomain 'subaru.com' with mean price 0.8];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 2:01:48;time_since_impression_in_hours is 770;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.912252598019319;partition is 1381
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'ea5cc2ca-90a9-4e22-aed7-0f58ed4dc2c2';uuid is '50091a43-dc0a-4628-95e8-65a16b2c7700';bid_timestamp is '2025-02-07 7:00:18';device_id is 'ea5cc2ca-90a9-4e22-aed7-0f58ed4dc2c2';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 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 13.6824270932029;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 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 51 ;time_since_impression is 2694626 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.59;prior_theme_impressions_count is 51;prior_tag_clicks_count is 2 ;time_since_click is 2694612;hour is '2025-02-07 07:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 1 ad_requests with mean bid_floor 0.0; 11 sessions in app 'ba.nano.clean', 962 ad_requests with mean bid_floor 10.2; 16 sessions in app 'bible.offline.kingjames.holy.kjv.bible.daily.verse', 43 ad_requests with mean bid_floor 74.4; 105 sessions in app 'com.blackout.spades', 27510 ad_requests with mean bid_floor 30.2, 1 impressions of adomain 'about' with mean price 0.9, 1 impressions of adomain 'acrisure.com' with mean price 1.6, 2 impressions of adomain 'alabamaable.gov' with mean price 0.7, 1 impressions of adomain 'all-laundry.com' with mean price 0.2, 97 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'ampm.com' with mean price 0.2, 1 impressions of adomain 'azamara.com' with mean price 0.2, 1 impressions of adomain 'azstateparks.com' with mean price 0.2, 1 impressions of adomain 'bcbsprovidersettlement.com' with mean price 0.8, 25 impressions of adomain 'bemismfg.com' with mean price 0.2, 2 impressions of adomain 'bidease.com' with mean price 0.0, 22 impressions of adomain 'bigbuckspawntn.com' with mean price 0.4, 1 impressions of adomain 'bissell.com' with mean price 0.2, 1 impressions of adomain 'boydgaming.com' with mean price 0.2, 1 impressions of adomain 'breakforaplate.com' with mean price 0.4, 177 impressions of adomain 'capvaxive.com' with mean price 0.3, 4 clicks of adomain 'capvaxive.com', 3 impressions of adomain 'cash.app' with mean price 0.0, 1 impressions of adomain 'combatbugs.com' with mean price 0.2, 1 impressions of adomain 'consumable.com' with mean price 0.1, 3 impressions of adomain 'crosscountrymortgage.com' with mean price 1.2, 7 impressions of adomain 'cyberpowersystems.com' with mean price 0.2, 44 impressions of adomain 'depend.com' with mean price 0.2, 2 impressions of adomain 'disney.com' with mean price 0.5, 3 impressions of adomain 'dragonfly.net' with mean price 0.5, 22 impressions of adomain 'drinkcirkul.com' with mean price 0.7, 4 impressions of adomain 'ensure.com' with mean price 0.2, 3 impressions of adomain 'example.com' with mean price 0.3, 1 impressions of adomain 'gvokeglucagon.com' with mean price 1.2, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 1 impressions of adomain 'hormelfoods.com' with mean price 0.5, 3 impressions of adomain 'huggies.com' with mean price 0.3, 18 impressions of adomain 'irtc-hq.com' with mean price 0.2, 1 impressions of adomain 'jerseymikes.com' with mean price 0.2, 14 impressions of adomain 'jewsforjesus.org' with mean price 0.3, 1 impressions of adomain 'kawasaki.com' with mean price 0.2, 2 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'luc.edu' with mean price 3.8, 1 impressions of adomain 'magairports.com' with mean price 0.0, 4 impressions of adomain 'manningchildrens.org' with mean price 2.4, 6 impressions of adomain 'marcus.com' with mean price 0.1, 12 impressions of adomain 'maybelline.com' with mean price 0.2, 4 impressions of adomain 'mckesson.com' with mean price 0.6, 1 impressions of adomain 'merck.com' with mean price 0.2, 1 impressions of adomain 'metagenics.com' with mean price 0.2, 1 impressions of adomain 'mg-united.com' with mean price 0.2, 179 impressions of adomain 'midwestlogisticssystems.com' with mean price 0.7, 2 impressions of adomain 'mikmak.tv' with mean price 0.7, 2 impressions of adomain 'miller-motte.edu' with mean price 1.0, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 2 impressions of adomain 'murdochs.com' with mean price 0.9, 2 impressions of adomain 'my.xcelenergy.com' with mean price 0.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 13.7, 4 impressions of adomain 'newspapers.com' with mean price 0.3, 1 impressions of adomain 'nowfoods.com' with mean price 0.2, 6 impressions of adomain 'nrdc.org' with mean price 0.3, 7 impressions of adomain 'nutrafol.com' with mean price 0.2, 22 impressions of adomain 'nyxcosmetics.com' with mean price 0.2, 19 impressions of adomain 'oceaniacruises.com' with mean price 0.4, 2 impressions of adomain 'odpbusiness.com' with mean price 0.7, 2 impressions of adomain 'palmettocitizens.org' with mean price 0.8, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 5 impressions of adomain 'pepsico.com' with mean price 0.7, 1 impressions of adomain 'perfettivanmelleus.com' with mean price 0.2, 1 impressions of adomain 'petiq.com' with mean price 0.3, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.4, 1 impressions of adomain 'premiertrailerleasing.com' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.2, 10 impressions of adomain 'proof-advertising.com' with mean price 0.2, 4 impressions of adomain 'pull-ups.com' with mean price 0.2, 1 impressions of adomain 'salemstate.edu' with mean price 4.6, 26 impressions of adomain 'samhsa.gov' with mean price 0.4, 10 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'scarletpearlcasino.com' with mean price 0.2, 3 impressions of adomain 'schwarzkopf.com' with mean price 0.2, 2 impressions of adomain 'sheetslaundryclub.com' with mean price 0.2, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 4 impressions of adomain 'snuggle.com' with mean price 0.2, 1 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'specialtyfood.com' with mean price 0.8, 2 impressions of adomain 'speedway.com' with mean price 0.4, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 2 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.3, 2 impressions of adomain 'tiktok.com' with mean price 1.4, 10 impressions of adomain 'torkusa.com' with mean price 0.2, 2 impressions of adomain 'traveltexas.com' with mean price 0.2, 1 impressions of adomain 'unilever.com' with mean price 0.2, 3 impressions of adomain 'usa.edu' with mean price 0.7, 1 impressions of adomain 'vanguard.com' with mean price 0.2, 5 impressions of adomain 'verbproducts.com' with mean price 0.2, 1 impressions of adomain 'vichyusa.com' with mean price 0.2, 1 impressions of adomain 'viviscal.com' with mean price 0.2, 5 impressions of adomain 'vyvgart.com' with mean price 0.2, 5 impressions of adomain 'walmart.com' with mean price 0.1, 15 impressions of adomain 'wearealabamahospitals.org' with mean price 0.2, 1 clicks of adomain 'wearealabamahospitals.org', 2 impressions of adomain 'windcreek.com' with mean price 0.3, 7 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'worldvision.org' with mean price 0.2, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0, 1 impressions of adomain 'www.mobileprotectionzone.com' with mean price 0.0, 1 impressions of adomain 'zoetis.com.au' with mean price 0.8; 2 sessions in app 'com.blackout.word', 57 ad_requests with mean bid_floor 1.9; 2 sessions in app 'com.clit.mana', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.easyclean.cleaner.master', 14 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.neat.security.file', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newpubco.spades', 112 ad_requests with mean bid_floor 24.7, 1 impressions of adomain 'google.com' with mean price 2.1, 1 impressions of adomain 'samsung.com' with mean price 0.9; 1 sessions in app 'com.pixel.art.coloring.color.number', 22 ad_requests with mean bid_floor 18.9; 1 sessions in app 'com.solitarie.card.regal.game', 6 ad_requests with mean bid_floor 3.3; 1 sessions in app 'easy.launcher', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'in.playsimple.wordbingo', 51 ad_requests with mean bid_floor 29.3; 1 sessions in app 'ske.arbc.we.neat', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'word.search.cross.games', 48 ad_requests with mean bid_floor 46.0];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 7:04:08;time_since_impression_in_hours is 748;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 749;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.58660690453809;partition is 1134
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '2e06bf9a-a054-4300-807f-6fa27c862a53';uuid is '0b1c7ab4-8fbb-42a8-9509-8098516a2b82';bid_timestamp is '2024-12-29 11:42:55';device_id is '2e06bf9a-a054-4300-807f-6fa27c862a53';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 20.66560462262;target_cpi is 2.50157239257289;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 6.006667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 45 ;time_since_impression is 612752 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.06;prior_theme_impressions_count is 45;prior_tag_clicks_count is 7 ;time_since_click is 612740;hour is '2024-12-29 11:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[3 sessions in app 'NewsBreak', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.bg.singleline.drawing.puzzle', 94 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.coppercod.bridge', 1 ad_requests with mean bid_floor 36.7; 3 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 3.9; 3 sessions in app 'com.gps.onego.line.puzzle', 115 ad_requests with mean bid_floor 3.1; 11 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 344 ad_requests with mean bid_floor 11.9, 2 impressions of adomain 'HealthWellnessJournal.com' with mean price 12.7, 1 impressions of adomain 'akkerman.com' with mean price 1.4, 1 impressions of adomain 'bentwoodtownhomesstl.com' with mean price 1.0, 4 impressions of adomain 'clementpreowned.com' with mean price 1.2, 1 impressions of adomain 'commissaries.com' with mean price 0.8, 1 impressions of adomain 'dassaultfalcon.com' with mean price 1.3, 1 impressions of adomain 'gigeorgia.com' with mean price 1.6, 1 impressions of adomain 'illinois.edu' with mean price 1.5, 1 impressions of adomain 'ipatools.com' with mean price 1.3, 5 impressions of adomain 'lernerandrowe.com' with mean price 1.0, 6 impressions of adomain 'napletonvwspringfield.com' with mean price 1.8, 1 impressions of adomain 'oneaday.com' with mean price 2.0, 7 impressions of adomain 'pgcruises.com' with mean price 1.9, 2 impressions of adomain 'stchas.edu' with mean price 1.1, 2 impressions of adomain 'stldesignandbuild.com' with mean price 1.8, 3 impressions of adomain 'stlwindowsdirect.com' with mean price 2.2, 1 impressions of adomain 'wecutstl.com' with mean price 1.4; 2 sessions in app 'com.kiaora.dominoes', 5 ad_requests with mean bid_floor 31.3; 40 sessions in app 'com.newpubco.spades', 4574 ad_requests with mean bid_floor 12.7, 5 impressions of adomain 'WellnessGuide104.com' with mean price 13.3, 1 impressions of adomain 'adidas.com' with mean price 0.3, 37 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'annies.com' with mean price 0.7, 1 impressions of adomain 'applebees.com' with mean price 0.5, 1 impressions of adomain 'aroofing.net' with mean price 1.2, 1 impressions of adomain 'bayer.com' with mean price 0.5, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 3 impressions of adomain 'bestbuy.com' with mean price 1.0, 1 impressions of adomain 'bestnutrainc.com' with mean price 7.2, 1 impressions of adomain 'bigelowtea.com' with mean price 0.7, 1 clicks of adomain 'bigelowtea.com', 1 impressions of adomain 'boironusa.com' with mean price 0.5, 1 clicks of adomain 'ca.gov', 9 impressions of adomain 'ca.gov' with mean price 0.4, 2 impressions of adomain 'centralbank.net' with mean price 0.7, 5 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'coldstonecreamery.com' with mean price 1.0, 1 impressions of adomain 'deltadentalmo.com' with mean price 0.4, 1 impressions of adomain 'depend.com' with mean price 0.8, 2 impressions of adomain 'dickssportinggoods.com' with mean price 6.8, 2 impressions of adomain 'directauto.com' with mean price 0.6, 1 impressions of adomain 'dollargeneral.com' with mean price 0.5, 1 impressions of adomain 'durangoboots.com' with mean price 0.9, 3 impressions of adomain 'eatandys.com' with mean price 0.9, 43 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'gillette.com' with mean price 3.4, 3 impressions of adomain 'grainger.com' with mean price 0.7, 3 impressions of adomain 'haleon.com' with mean price 0.4, 1 clicks of adomain 'healthwellnessjournal.com', 8 impressions of adomain 'healthwellnessjournal.com' with mean price 6.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.5, 2 impressions of adomain 'huggies.com' with mean price 0.6, 1 impressions of adomain 'info.nu.edu' with mean price 1.3, 3 impressions of adomain 'jared.com' with mean price 0.9, 1 impressions of adomain 'kay.com' with mean price 0.9, 1 impressions of adomain 'lifetipsjournal.com' with mean price 0.8, 2 impressions of adomain 'liquidremedy.com' with mean price 0.5, 1 impressions of adomain 'mercy.com' with mean price 1.1, 2 clicks of adomain 'microsoft.com', 49 impressions of adomain 'microsoft.com' with mean price 2.0, 1 impressions of adomain 'mochamber.com' with mean price 1.4, 1 impressions of adomain 'mollymaid.com' with mean price 1.5, 1 impressions of adomain 'nativecos.com' with mean price 3.1, 1 impressions of adomain 'nightingale.edu' with mean price 1.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'offer.groundedfootwear.co' with mean price 8.3, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'orgain.com' with mean price 0.3, 2 impressions of adomain 'paramount.com' with mean price 0.5, 1 clicks of adomain 'peppermint-lips.com', 1 impressions of adomain 'peppermint-lips.com' with mean price 12.3, 2 impressions of adomain 'philips.com' with mean price 0.3, 1 clicks of adomain 'phillips66.com', 1 impressions of adomain 'phillips66.com' with mean price 5.2, 1 impressions of adomain 'phillips66gas.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.9, 2 clicks of adomain 'rivian.com', 9 impressions of adomain 'rivian.com' with mean price 8.4, 1 impressions of adomain 'samsung.com' with mean price 1.3, 1 clicks of adomain 'secret.com', 1 impressions of adomain 'secret.com' with mean price 5.3, 27 impressions of adomain 'spectrum.com' with mean price 1.4, 1 clicks of adomain 'spectrum.com', 5 impressions of adomain 'stlcc.edu' with mean price 1.0, 2 impressions of adomain 'super-savings-online.com' with mean price 10.6, 1 clicks of adomain 'super-savings-online.com', 2 impressions of adomain 'temptationstreats.com' with mean price 0.4, 2 impressions of adomain 'thepostsportsbar.com' with mean price 0.9, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.5, 8 impressions of adomain 'verlo.com' with mean price 0.9, 1 impressions of adomain 'webster.edu' with mean price 0.7, 2 impressions of adomain 'wildplanetfoods.com' with mean price 0.4, 2 impressions of adomain 'www3.guthealthwellness.com' with mean price 9.8; 4 sessions in app 'com.tripledot.solitaire', 13 ad_requests with mean bid_floor 2.5; 7 sessions in app 'com.tripledot.woodoku', 48 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.vitastudio.mahjong', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 5.9; 198 sessions in app 'com.zynga.words3', 24375 ad_requests with mean bid_floor 13.2, 1 clicks of adomain 'HealthWellnessJournal.com', 1 impressions of adomain 'HealthWellnessJournal.com' with mean price 18.1, 22 impressions of adomain 'amazon.com' with mean price 0.1, 2 impressions of adomain 'amcplus.com' with mean price 0.1, 3 impressions of adomain 'asu.edu' with mean price 5.2, 1 impressions of adomain 'band-aid.com' with mean price 0.1, 2 impressions of adomain 'bose.com' with mean price 0.1, 5 impressions of adomain 'depend.com' with mean price 0.1, 2 impressions of adomain 'gildanbrands.com' with mean price 0.1, 2 impressions of adomain 'heydudeshoesusa.com' with mean price 0.1, 7 impressions of adomain 'hoffmannbros.com' with mean price 0.3, 2 impressions of adomain 'hsbc.com' with mean price 1.2, 1 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'iheart.com' with mean price 0.1, 1 impressions of adomain 'jared.com' with mean price 0.9, 4 impressions of adomain 'justplayapps.com' with mean price 0.0, 2 impressions of adomain 'kelloggs.com' with mean price 1.3, 8 impressions of adomain 'kohls.com' with mean price 0.1, 4 impressions of adomain 'learnings.ai' with mean price 0.1, 2 impressions of adomain 'livenation.com' with mean price 0.1, 1 impressions of adomain 'marriott.com' with mean price 0.0, 1 impressions of adomain 'mesotheliomaclaimscenter.info' with mean price 10.0, 8 impressions of adomain 'microsoft.com' with mean price 1.8, 5 impressions of adomain 'opi.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 4.1, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 4 impressions of adomain 'playsimple.in' with mean price 0.0, 5 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'redbull.com' with mean price 0.1, 6 impressions of adomain 'siriusxm.com' with mean price 0.1, 2 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'speedway.com' with mean price 0.3, 1 impressions of adomain 'spider.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'tiktok.com' with mean price 1.7, 1 impressions of adomain 'tradestation.com' with mean price 8.2, 1 impressions of adomain 'ulta.com' with mean price 1.1, 1 impressions of adomain 'vitalgethealth.com' with mean price 5.4, 1 impressions of adomain 'weststaraviationjobs.com' with mean price 0.9; 2 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 7.3; 37 sessions in app 'loppipoppi.dominoes', 3886 ad_requests with mean bid_floor 17.2, 38 impressions of adomain 'adidas.com' with mean price 0.2, 2 impressions of adomain 'alignprobiotics.com' with mean price 4.1, 2 impressions of adomain 'allstate.com' with mean price 0.9, 10 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'arkansas.com' with mean price 0.4, 1 impressions of adomain 'breckenridge.com' with mean price 0.3, 19 impressions of adomain 'cadillac.com' with mean price 0.3, 1 impressions of adomain 'chumbacasino.com' with mean price 0.5, 2 impressions of adomain 'cocacola.com' with mean price 0.4, 1 impressions of adomain 'conoco.com' with mean price 0.2, 7 impressions of adomain 'costco.com' with mean price 0.4, 2 impressions of adomain 'dollargeneral.com' with mean price 0.4, 1 impressions of adomain 'eatandys.com' with mean price 1.1, 1 impressions of adomain 'fincen.gov' with mean price 0.5, 1 impressions of adomain 'hellobonafide.com' with mean price 0.3, 2 impressions of adomain 'jared.com' with mean price 1.0, 56 impressions of adomain 'jcpenny.com' with mean price 0.2, 1 impressions of adomain 'kay.com' with mean price 0.8, 1 impressions of adomain 'livenation.com' with mean price 0.1, 1 impressions of adomain 'mercy.net' with mean price 0.3, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 10.8, 1 clicks of adomain 'metabolicmaintenance.com', 11 impressions of adomain 'microsoft.com' with mean price 1.9, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'oldspice.com' with mean price 3.5, 1 impressions of adomain 'paramount.com' with mean price 0.2, 1 impressions of adomain 'phillips66gas.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'starz.com' with mean price 0.5, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 3.9, 7 impressions of adomain 'thecheesecakefactory.com' with mean price 0.2, 2 impressions of adomain 'unleashingourpotential.com' with mean price 0.2, 1 impressions of adomain 'verlo.com' with mean price 0.9, 1 impressions of adomain 'youtube.com' with mean price 0.3, 1 impressions of adomain 'zeroogravitygames.com' with mean price 0.6];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2024-12-30 20:24:58;dc_15roundended_before_d8_timestamp is 45656.7338888889;ag_retention_d1_timestamp is 2024-12-29 11:46:35;0_timestamp is 2024-12-29 11:46:35;time_since_impression_in_hours is 170;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 170;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.618446152543933;partition is 318
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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 .
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OK ,I got an adtech request with following features: idfa is '3716c046-86d0-4815-8b91-df90264d130b';uuid is '12551450-caf9-4021-8230-2c8d9b6a673b';bid_timestamp is '2025-01-09 18:02:10';device_id is '3716c046-86d0-4815-8b91-df90264d130b';biddate is '2025-01-09';country is 'USA';app is 'com.sonypicturestelevision.jeopardy2';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 14.770185275177;target_cpi is 3.68886676831295;campaign is 57661;creative_id is 229286;session_duration is 36 ;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 0.988135;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 11854009 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 5.23;prior_theme_impressions_count is 2;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-09 18:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'clear.tap.geometrydash.puzzle.away.clash.block.games', 63 ad_requests with mean bid_floor 1.5, 2 impressions of adomain 'homes.com' with mean price 0.0, 2 impressions of adomain 'indeed.com' with mean price 0.0, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.0; 3 sessions in app 'com.eet.email.launcher', 3 ad_requests with mean bid_floor 0.0; 64 sessions in app 'com.fiogonia.hearts', 16468 ad_requests with mean bid_floor 24.0; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 21.1; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 6.6; 39 sessions in app 'com.greyfun.block.puzzle.sudoku', 708 ad_requests with mean bid_floor 13.9; 2 sessions in app 'com.miniclip.eightballpool', 11 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.newpubco.spades', 14 ad_requests with mean bid_floor 3.6, 2 impressions of adomain 'mazdausa.com' with mean price 0.8; 2 sessions in app 'com.pieyel.scrabble', 42 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'adp.com' with mean price 0.6, 1 impressions of adomain 'amazon.com' with mean price 0.1, 4 impressions of adomain 'coca-cola.com' with mean price 1.4, 1 impressions of adomain 'starbucks.com' with mean price 0.0; 31 sessions in app 'com.sonypicturestelevision.jeopardy2', 671 ad_requests with mean bid_floor 3.6; 10 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 688 ad_requests with mean bid_floor 13.1, 2 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 9.1; 5 sessions in app 'com.tripledot.woodoku', 13 ad_requests with mean bid_floor 13.5; 4 sessions in app 'com.trivialtechnology.Cribbage', 64 ad_requests with mean bid_floor 16.0; 1 sessions in app 'com.vitastudio.solitaire', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 22.3];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 18:43:46;time_since_impression_in_hours is 3292;channel is 'USA/I/applovin/com.sonypicturestelevision.jeopardy2/False/117';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.436549128478272;partition is 2327
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '72988eab-154c-40e3-ac61-9749199c419a';uuid is 'e4ea9463-efbc-4ac6-8716-d44b6682bcfc';bid_timestamp is '2025-01-05 22:52:20';device_id is '72988eab-154c-40e3-ac61-9749199c419a';biddate is '2025-01-05';country is 'USA';app is 'com.vitastudio.mahjong';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 18.8149291276931;target_cpi is 0.8;campaign is 57765;creative_id is 228773;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 29.304898;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 17311084 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.29;prior_theme_impressions_count is 8;prior_tag_clicks_count is 1 ;time_since_click is 17311074;hour is '2025-01-05 22:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[8 sessions in app 'com.Lightneer.BazookaBoy', 60 ad_requests with mean bid_floor 5.8; 4 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 43 ad_requests with mean bid_floor 8.0; 2 sessions in app 'com.jctswbglsm.SwipeAway', 17 ad_requests with mean bid_floor 13.4; 9 sessions in app 'com.mintgames.freecell.solitaire', 19 ad_requests with mean bid_floor 10.4; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 5.4; 51 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1058 ad_requests with mean bid_floor 10.7; 1 sessions in app 'com.staplegames.blocksClassicSGGP', 1 ad_requests with mean bid_floor 70.7; 1 sessions in app 'com.tripledot.blackjack', 42 ad_requests with mean bid_floor 9.0; 23 sessions in app 'com.vitastudio.mahjong', 433 ad_requests with mean bid_floor 15.6, 2 impressions of adomain '988indiana.org' with mean price 1.0, 1 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 3 impressions of adomain 'hotels.com' with mean price 0.7, 2 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'ista-in.org' with mean price 0.2, 1 impressions of adomain 'mccormick.com' with mean price 0.2, 1 impressions of adomain 'murdochs.com' with mean price 0.9, 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 48.9, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'yourradioplace.com' with mean price 0.2; 1 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 1 ad_requests with mean bid_floor 146.7; 2 sessions in app 'in.playsimple.wordtrip', 225 ad_requests with mean bid_floor 41.4; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.2; 49 sessions in app 'spider.solitaire.play.classic.card.games.klondike.free.patience.garden', 297 ad_requests with mean bid_floor 27.6];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 2025-01-07 15:17:36;time_since_impression_in_hours is 4808;channel is 'USA/I/bidmachine/com.vitastudio.mahjong/False/126';time_since_click_in_hours is 4809;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.508152925087356;partition is 1731
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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 .
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OK ,I got an adtech request with following features: idfa is '6e25ad54-c497-4847-bcb6-08f1ba86be15';uuid is '21fc096f-b757-4c0a-9e92-97b8572b6321';bid_timestamp is '2025-01-04 2:04:11';device_id is '6e25ad54-c497-4847-bcb6-08f1ba86be15';biddate is '2025-01-04';country is 'USA';app is 'com.playvalve.solitaire';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 11.2691266519896;target_cpi is 1.56742911137566;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'i';bid_floor is 3.392 ;min_floor is 3.392 ;bidmachine_placement_value is 28.538462;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 77 ;time_since_impression is 23253589 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.2;prior_theme_impressions_count is 77;prior_tag_clicks_count is 11 ;time_since_click is 37049264;hour is '2025-01-04 02:00:00+00:00';day_of_week is '5';os_version is 11;user_behavior is :[23 sessions in app 'com.mobilityware.Spades', 1235 ad_requests with mean bid_floor 12.9, 1 impressions of adomain 'fiverr.com' with mean price 3.9, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 8.2, 1 impressions of adomain 'mdmexclusives.com' with mean price 5.4, 2 clicks of adomain 'productmadness.com', 3 impressions of adomain 'productmadness.com' with mean price 8.2, 4 clicks of adomain 'temu.com', 9 impressions of adomain 'temu.com' with mean price 15.6; 1 sessions in app 'com.musicify.musipler', 1 ad_requests with mean bid_floor 0.0; 11 sessions in app 'com.newleaf.app.android.victor', 143 ad_requests with mean bid_floor 151.9; 11 sessions in app 'com.outplayentertainment.candywitch', 76 ad_requests with mean bid_floor 7.7; 20 sessions in app 'com.playvalve.solitaire', 1285 ad_requests with mean bid_floor 148.2, 1 impressions of adomain 'bp.com' with mean price 1.0, 1 impressions of adomain 'hain.com' with mean price 0.3, 1 impressions of adomain 'nike.com' with mean price 0.2, 2 clicks of adomain 'temu.com', 9 impressions of adomain 'temu.com' with mean price 28.7; 8 sessions in app 'com.topsecurity.android', 20 ad_requests with mean bid_floor 43.3; 1 sessions in app 'com.vivid.visage', 6 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.wonderpeople.megahitpoker.global', 49 ad_requests with mean bid_floor 89.8; 3 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 13 ad_requests with mean bid_floor 76.8; 19 sessions in app 'loppipoppi.dominoes', 865 ad_requests with mean bid_floor 12.5, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bounty.com' with mean price 3.8, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'clearblue.com' with mean price 4.3, 2 impressions of adomain 'gillette.com' with mean price 2.7, 1 impressions of adomain 'gmu.edu' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'ivory.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.3, 1 impressions of adomain 'kohls.com' with mean price 0.7, 1 impressions of adomain 'loudoun.gov' with mean price 1.8, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'oldspice.com' with mean price 3.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'paxlovid.com' with mean price 0.6, 2 impressions of adomain 'prilosecotc.com' with mean price 5.2, 2 impressions of adomain 'productmadness.com' with mean price 6.6, 1 impressions of adomain 'stellamedicalcenter.com' with mean price 0.3, 10 impressions of adomain 'temu.com' with mean price 9.3, 1 clicks of adomain 'temu.com', 1 impressions of adomain 'tysonfoods.com' with mean price 0.5, 3 impressions of adomain 'vicks.com' with mean price 0.6, 3 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3, 2 impressions of adomain 'xfinity.com' 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 2025-01-04 2:12:54;time_since_impression_in_hours is 6459;channel is 'USA/I/bidmachine/com.playvalve.solitaire/False/273';time_since_click_in_hours is 10291;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0995211206181774;partition is 2983
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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 .
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OK ,I got an adtech request with following features: idfa is 'd27c8b5e-93c6-4520-9d4b-f21be80d68ab';uuid is '8b5ce5be-1c05-4638-a451-77454e9bd2cd';bid_timestamp is '2025-01-17 16:36:26';device_id is 'd27c8b5e-93c6-4520-9d4b-f21be80d68ab';biddate is '2025-01-17';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 14.9999999999999;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 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is 5.652768;third_party_bid_price is ;prior_tag_impressions_count is 17 ;time_since_impression is 747393 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 17;prior_tag_clicks_count is 8 ;time_since_click is 1086085;hour is '2025-01-17 16:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[79 sessions in app 'com.blackout.spades', 24434 ad_requests with mean bid_floor 29.2, 1 impressions of adomain 'amazon.com' with mean price 1.0, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'coldstonecreamery.com' with mean price 2.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 3 impressions of adomain 'highlevelsafeguard.com' with mean price 0.4, 4 impressions of adomain 'instagram.com' with mean price 0.3, 7 impressions of adomain 'mcdonalds.com' with mean price 0.4, 1 impressions of adomain 'milanlaser.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.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', 7 impressions of adomain 'paramount.com' with mean price 34.6, 2 impressions of adomain 'samhsa.gov' with mean price 0.3, 1 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'textnow.com' with mean price 0.2, 1 impressions of adomain 'unicycive.com' with mean price 0.2, 2 impressions of adomain 'walmart.com' with mean price 0.3, 2 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'zales.com' with mean price 0.9; 33 sessions in app 'com.mobilityware.Spades', 7351 ad_requests with mean bid_floor 22.5, 1 clicks of adomain 'metabolicmaintenance.com', 2 impressions of adomain 'metabolicmaintenance.com' with mean price 4.1; 2 sessions in app 'com.newpubco.spades', 18 ad_requests with mean bid_floor 6.3, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 5 sessions in app 'com.onunhen.bible', 27 ad_requests with mean bid_floor 42.4; 51 sessions in app 'com.playvalve.spades', 3214 ad_requests with mean bid_floor 81.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 2 impressions of adomain 'mcdonalds.com' with mean price 0.2, 1 impressions of adomain 'mobilityware.com' with mean price 0.3, 3 impressions of adomain 'paramount.com' with mean price 19.3, 2 impressions of adomain 'paramountplus.com' with mean price 1.0, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 3 sessions in app 'com.solitarie.card.regal.game', 33 ad_requests with mean bid_floor 11.0; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 11 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 19.1; 3 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 18.7; 1 sessions in app 'net.peakgames.mobile.spades.android', 18 ad_requests with mean bid_floor 59.4];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 2025-01-17 20:26:03;time_since_impression_in_hours is 207;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 302;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.809519909220094;partition is 2530
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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 .
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OK ,I got an adtech request with following features: idfa is '6c9ba198-971f-4d4a-94e8-7b0fd93cee57';uuid is '810ba3a3-229d-49a3-89ea-5218b2b849a1';bid_timestamp is '2025-01-13 4:02:54';device_id is '6c9ba198-971f-4d4a-94e8-7b0fd93cee57';biddate is '2025-01-13';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.38665399999999;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 2.376654 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 303415 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.28;prior_theme_impressions_count is 15;prior_tag_clicks_count is 4 ;time_since_click is 305442;hour is '2025-01-13 04:00:00+00:00';day_of_week is '0';os_version is 10;user_behavior is :[18 sessions in app 'com.blackout.backgammon', 140 ad_requests with mean bid_floor 12.5, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.0, 4 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 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'marcus.com' with mean price 0.1, 3 impressions of adomain 'meijer.com' with mean price 1.2; 53 sessions in app 'com.easybrain.crossword.puzzles', 7542 ad_requests with mean bid_floor 15.2, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 1 impressions of adomain '9snail.com' with mean price 0.0, 1050 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'aeanytimeplumbing.com' with mean price 0.4, 1 impressions of adomain 'allstate.com' with mean price 0.6, 5 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'att.com' with mean price 0.2, 11 impressions of adomain 'barstoolsportsbook.com' with mean price 0.2, 1 impressions of adomain 'beachbody.com' with mean price 0.1, 3 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'bestbuy.com' with mean price 0.2, 26 impressions of adomain 'betrivers.com' with mean price 0.1, 9 impressions of adomain 'coca-cola.com' with mean price 2.6, 19 impressions of adomain 'cocacola.com' with mean price 0.0, 22 impressions of adomain 'constructiontoolwarehouse.com' with mean price 0.0, 2 impressions of adomain 'corriganoil.com' with mean price 0.4, 1 impressions of adomain 'ddb.com' with mean price 0.1, 6 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'discovery.com' with mean price 0.2, 58 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'dollargeneral.com' with mean price 0.1, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.3, 1 impressions of adomain 'drinkolipop.com' with mean price 0.5, 7 impressions of adomain 'dteenergy.com' with mean price 0.4, 15 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'enspryng.com' with mean price 0.1, 15 impressions of adomain 'entravision.com' with mean price 0.1, 3 impressions of adomain 'fitbit.com' with mean price 0.2, 1 impressions of adomain 'gan.com' with mean price 0.5, 6 impressions of adomain 'goldbond.com' with mean price 0.2, 6 impressions of adomain 'goodnites.com' with mean price 0.4, 1 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'greatlakesmichiganjobs.com' with mean price 0.3, 1 impressions of adomain 'greatstarttoquality.org' with mean price 1.0, 2 impressions of adomain 'henkel-northamerica.com' with mean price 0.8, 1 impressions of adomain 'homemarketfoods.com' with mean price 0.7, 5 impressions of adomain 'honda.com' with mean price 0.5, 40 impressions of adomain 'huggies.com' with mean price 0.1, 7 impressions of adomain 'iheart.com' with mean price 0.1, 3 impressions of adomain 'ingrezza.com' with mean price 0.2, 1 impressions of adomain 'instacart.com' with mean price 4.7, 3 impressions of adomain 'instrematic.com' with mean price 0.0, 2 impressions of adomain 'izervay.com' with mean price 0.2, 2 impressions of adomain 'joinpropel.com' with mean price 0.0, 1 impressions of adomain 'kellanova.com' with mean price 0.4, 6 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 1 impressions of adomain 'kleenex.com' with mean price 0.2, 1 impressions of adomain 'la-z-boy.com' with mean price 0.1, 3 impressions of adomain 'lunsumio.com' with mean price 0.1, 1 impressions of adomain 'makersmark.com' with mean price 0.0, 1 impressions of adomain 'mattressfirm.com' with mean price 1.0, 3 impressions of adomain 'mccormick.com' with mean price 0.3, 10 impressions of adomain 'meijer.com' with mean price 0.6, 1 impressions of adomain 'metroparks.com' with mean price 0.6, 1 impressions of adomain 'michigan.gov' with mean price 0.4, 6 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'natera.com' with mean price 0.7, 1 impressions of adomain 'navy.com' with mean price 0.2, 2 impressions of adomain 'newpub.co/spades' with mean price 13.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'operationsmile.org' with mean price 0.3, 6 impressions of adomain 'paramountplus.com' with mean price 0.3, 7 impressions of adomain 'paxlovid.com' with mean price 1.0, 3 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.2, 3 impressions of adomain 'playtowingames.net' with mean price 0.0, 3 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'prilosecotc.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'puffs.com' with mean price 4.9, 1 impressions of adomain 'pulsz.com' with mean price 0.2, 1 impressions of adomain 'rogersandhollands.com' with mean price 0.5, 1 impressions of adomain 'ruizfoods.com' with mean price 0.2, 1 impressions of adomain 'samsclub.com' with mean price 0.6, 5 impressions of adomain 'samsung.com' with mean price 2.0, 1 impressions of adomain 'saucony.com' with mean price 0.1, 1 impressions of adomain 'scottbrand.com' with mean price 0.1, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 1 impressions of adomain 'southgateford.net' with mean price 0.4, 2 impressions of adomain 'starbucks.com' with mean price 0.3, 3 impressions of adomain 'stellaartois.com' with mean price 0.3, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'thermatru.com' with mean price 0.3, 1 impressions of adomain 'tjx.com' with mean price 0.1, 2 impressions of adomain 'ubykotex.com' with mean price 0.6, 1 impressions of adomain 'ucb-usa.com' with mean price 0.0, 1 impressions of adomain 'us.betrivers.net' with mean price 0.1, 9 impressions of adomain 'vicks.com' with mean price 0.4, 1 impressions of adomain 'vw.com' with mean price 0.1, 1 impressions of adomain 'whitecastle.com' with mean price 5.2, 1 impressions of adomain 'xolair.com' with mean price 0.1, 2 impressions of adomain 'xtandi.com' with mean price 0.4, 1 impressions of adomain 'zegostudio.com' with mean price 0.0; 18 sessions in app 'com.lulo.scrabble.classicwords', 31 ad_requests with mean bid_floor 0.0; 26 sessions in app 'com.mattel163.skipbo', 486 ad_requests with mean bid_floor 223.1; 2 sessions in app 'com.mobilityware.GinRummySolitaire', 256 ad_requests with mean bid_floor 15.1, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 2.4, 1 impressions of adomain 'pluto.tv' with mean price 2.6; 1 sessions in app 'com.mobilityware.PyramidFree', 25 ad_requests with mean bid_floor 10.4; 12 sessions in app 'com.mobilityware.Spades', 1317 ad_requests with mean bid_floor 11.4, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 5.8, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 1.8; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 4.0; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 5.0; 3 sessions in app 'in.playsimple.wordtrip', 4 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 ;time_since_impression_in_hours is 84;channel is 'USA/V/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 85;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.334818827502692;partition is 2530
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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 .
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OK ,I got an adtech request with following features: idfa is 'c046af43-89c9-48ed-97bd-a407b684d000';uuid is '7fc19ae7-e4ce-4f2a-acd5-6395ebb1a2f8';bid_timestamp is '2025-02-03 9:52:12';device_id is 'c046af43-89c9-48ed-97bd-a407b684d000';biddate is '2025-02-03';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 47.9533882744817;target_cpi is 2;campaign is 58210;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 1418848 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 6.37;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is 1418848;hour is '2025-02-03 09:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[45 sessions in app 'com.audiomack', 289 ad_requests with mean bid_floor 13.2, 1 impressions of adomain 'bigo.tv' with mean price 0.5, 1 clicks of adomain 'mpl.live', 1 impressions of adomain 'mpl.live' with mean price 26.2, 10 impressions of adomain 'textnow.com' with mean price 0.8; 5 sessions in app 'com.blackout.spades', 89 ad_requests with mean bid_floor 21.3; 1 sessions in app 'com.enflick.android.TextNow', 1 ad_requests with mean bid_floor 44.0; 23 sessions in app 'com.fiogonia.spades', 669 ad_requests with mean bid_floor 33.2; 2 sessions in app 'com.myyearbook.m', 5 ad_requests with mean bid_floor 9.6; 2 sessions in app 'com.newpubco.spades', 34 ad_requests with mean bid_floor 22.9; 8 sessions in app 'com.playvalve.spades', 211 ad_requests with mean bid_floor 65.1, 1 impressions of adomain 'meetme.com' with mean price 4.8, 1 impressions of adomain 'softbakedapps.com' with mean price 0.8; 15 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 146 ad_requests with mean bid_floor 5.1, 1 clicks of adomain 'newpub.co/hearts', 1 impressions of adomain 'newpub.co/hearts' with mean price 54.3; 3 sessions in app 'com.tripledot.solitaire', 94 ad_requests with mean bid_floor 24.7; 1 sessions in app 'com.tsoft.pdfreader', 2 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.tv.cast.screen.mirroring.remote.control', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'spades.solitaire.card.games.free', 5 ad_requests with mean bid_floor 93.6; 3 sessions in app 'word.search.cross.games', 29 ad_requests with mean bid_floor 49.5];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 2025-02-03 9:57:39;time_since_impression_in_hours is 394;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 394;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.368479382899073;partition is 3979
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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 .
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OK ,I got an adtech request with following features: idfa is '27b67480-9680-4da2-9871-13d93d7ff599';uuid is '26655afe-bc7c-43d7-9c1e-0924d1e51cff';bid_timestamp is '2025-01-30 15:44:12';device_id is '27b67480-9680-4da2-9871-13d93d7ff599';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 31.2090988020029;target_cpi is 0.8;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is 14.838982;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 33656089 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1.48;prior_theme_impressions_count is 6;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-30 15:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[60 sessions in app 'com.blackout.spades', 3731 ad_requests with mean bid_floor 37.1, 9 impressions of adomain 'amazon.com' with mean price 0.5, 7 impressions of adomain 'att.com' with mean price 0.9, 3 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'doordash.com' with mean price 0.4, 1 impressions of adomain 'drpepper.com' with mean price 0.4, 1 impressions of adomain 'keepnyworking.org' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'naturesbakery.com' with mean price 0.6, 1 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 31.2, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 3 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 2.2, 1 impressions of adomain 'vtama.com' with mean price 1.8; 4 sessions in app 'com.dream.free.games.match3', 26 ad_requests with mean bid_floor 38.5; 5 sessions in app 'com.newpubco.spades', 95 ad_requests with mean bid_floor 15.3, 1 impressions of adomain 'applebees.com' with mean price 0.4, 1 impressions of adomain 'draftkings.com' with mean price 0.8, 1 impressions of adomain 'espnbet.com' with mean price 0.4, 2 impressions of adomain 'globalrescue.com' with mean price 0.4, 2 impressions of adomain 'jackpocket.com' with mean price 45.4, 3 impressions of adomain 'metabo.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 0.5, 1 impressions of adomain 'tech.pokergaga.net' with mean price 24.2; 3 sessions in app 'com.thebosokacompany.skylinebowling', 24 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.ty.flights', 8 ad_requests with mean bid_floor 2.3];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 2025-01-30 15:56:17;time_since_impression_in_hours is 9348;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.966769083459485;partition is 3127
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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 .
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OK ,I got an adtech request with following features: idfa is '9a8c52e9-4924-4abb-b7e9-897c748fc6a2';uuid is 'ad171857-fa8d-4851-b1d2-bcdacf737dc0';bid_timestamp is '2025-01-11 1:54:04';device_id is '9a8c52e9-4924-4abb-b7e9-897c748fc6a2';biddate is '2025-01-11';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 26.2625422630553;target_cpi is 5.00990370643142;campaign is 57882;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 11.483333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 88346 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.47;prior_theme_impressions_count is 15;prior_tag_clicks_count is 9 ;time_since_click is 88344;hour is '2025-01-11 01:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[2 sessions in app 'com.LoopGames.Domino', 377 ad_requests with mean bid_floor 3.0, 1 impressions of adomain 'xifaxan.com' with mean price 2.0; 28 sessions in app 'com.artoon.bidwhistoffline', 157 ad_requests with mean bid_floor 2.4; 3 sessions in app 'com.grandvegas.casino.slot.games', 29 ad_requests with mean bid_floor 3.9; 25 sessions in app 'com.king.candycrushsodasaga', 111 ad_requests with mean bid_floor 4.3; 37 sessions in app 'com.mobilityware.Spades', 2667 ad_requests with mean bid_floor 25.1, 1 impressions of adomain 'bestplay.app' with mean price 7.4, 1 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 7.4, 1 impressions of adomain 'lobstermaniaslots.com' with mean price 9.2, 1 impressions of adomain 'pepsico.com' with mean price 0.3, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 8.3, 1 impressions of adomain 'tech.pokergaga.net' with mean price 7.4, 6 impressions of adomain 'valottery.com' with mean price 8.2; 26 sessions in app 'com.playvalve.spades', 2104 ad_requests with mean bid_floor 105.7, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bidease.com_101931' with mean price 0.4, 1 impressions of adomain 'flixchatter.net' with mean price 0.5, 2 impressions of adomain 'instagram.com' with mean price 0.5, 1 impressions of adomain 'winchester.wbu.com' with mean price 1.3; 45 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1236 ad_requests with mean bid_floor 13.0; 9 sessions in app 'com.topultragame.slotlasvega', 100 ad_requests with mean bid_floor 13.8; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 37.1; 2 sessions in app 'find.easy.hidden.differences', 9 ad_requests with mean bid_floor 3.3; 2 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 5.9; 3 sessions in app 'lucky.jackpot.slot.vegas.casino.free.game.android', 28 ad_requests with mean bid_floor 1.4; 1 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 23 ad_requests with mean bid_floor 1.6];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 2025-01-11 1:57:15;time_since_impression_in_hours is 24;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 25;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.283722224330053;partition is 357
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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 .
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OK ,I got an adtech request with following features: idfa is 'eef0a91e-74b4-4709-934b-5e04781867be';uuid is '2f9fe8fb-e5a7-4ab1-bb1d-2af86b7341e8';bid_timestamp is '2025-02-07 23:02:38';device_id is 'eef0a91e-74b4-4709-934b-5e04781867be';biddate is '2025-02-07';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 229.956429537592;target_cpi is 3;campaign is 58319;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 1.35 ;min_floor is 0.0212 ;bidmachine_placement_value is 2.245763;placement_historical_value is ;third_party_bid_price is 1.35;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.blackout.spades', 11 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 16.0; 1 sessions in app 'com.car.parking.bus.mania.traffic.jam', 6 ad_requests with mean bid_floor 0.9, 6 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.4; 1 sessions in app 'com.codewaygames.wordgame', 3 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.color.busfrenzy', 29 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 9 ad_requests with mean bid_floor 7.2; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.5; 4 sessions in app 'com.forevernine.texaspoker.android', 11 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.fugo.wow', 46 ad_requests with mean bid_floor 9.2, 1 impressions of adomain 'finishdishwashing.com' with mean price 1.1, 7 impressions of adomain 'simplyorangejuice.com' with mean price 2.2; 2 sessions in app 'com.fuzzymobilegames.spades', 48 ad_requests with mean bid_floor 3.6; 2 sessions in app 'com.hyilmaz.spades', 19 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.openmygame.android.sky.words', 11 ad_requests with mean bid_floor 14.4, 1 impressions of adomain 'communitydish.net' with mean price 0.5; 2 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 4.5; 4 sessions in app 'com.tripledot.woodoku', 19 ad_requests with mean bid_floor 11.1; 2 sessions in app 'com.vitastudio.spider', 26 ad_requests with mean bid_floor 20.4, 2 impressions of adomain 'lifeextension.com' with mean price 0.3, 1 impressions of adomain 'wellnesspetfood.com' with mean price 0.4; 6 sessions in app 'com.wildcard.classicspades', 58 ad_requests with mean bid_floor 3.7, 1 impressions of adomain 'elanco.us' with mean price 0.4, 1 impressions of adomain 'neutrogena.com' with mean price 0.5; 16 sessions in app 'com.wonderpeople.megahitpoker.global', 16 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 12.0; 2 sessions in app 'in.playsimple.tripcross', 7 ad_requests with mean bid_floor 5.6; 10 sessions in app 'in.playsimple.wordtrip', 29 ad_requests with mean bid_floor 14.8; 3 sessions in app 'jp.co.goodroid.hyper.hexaaway', 136 ad_requests with mean bid_floor 0.7, 3 impressions of adomain 'abcmouse.com' with mean price 0.0, 147 impressions of adomain 'adidas.com' with mean price 0.0, 68 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bausch.com' with mean price 0.1, 4 impressions of adomain 'bumble.com' with mean price 0.0, 1 impressions of adomain 'crypto.com' with mean price 0.0, 5 impressions of adomain 'disneyplus.com' with mean price 0.0, 5 impressions of adomain 'fetchrewards.com' with mean price 0.0, 2 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'hims.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.3, 1 impressions of adomain 'la-z-boy.com' with mean price 0.2, 1 impressions of adomain 'libertytax.com' with mean price 0.3, 5 impressions of adomain 'lifeextension.com' with mean price 0.1, 1 impressions of adomain 'listerine.com' with mean price 0.2, 3 impressions of adomain 'mattel163.com' with mean price 0.0, 2 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'neutrogena.com' with mean price 0.6, 1 impressions of adomain 'olly.com' with mean price 0.1, 1 impressions of adomain 'opalescence.com' with mean price 0.1, 5 impressions of adomain 'pluto.tv' with mean price 0.0, 4 impressions of adomain 'ralphlauren.com' with mean price 0.4, 1 impressions of adomain 'refreshbrand.com' with mean price 0.3, 1 impressions of adomain 'speedway.com' with mean price 0.2, 2 impressions of adomain 'starz.com' with mean price 0.2, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1; 5 sessions in app 'kidultlovin.word.zen', 104 ad_requests with mean bid_floor 40.5, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'hyqvia.com' with mean price 0.6, 3 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 4 impressions of adomain 'la-z-boy.com' with mean price 0.3, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 6 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'playtika.com' with mean price 0.2, 2 impressions of adomain 'remax.com' with mean price 0.9, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'sharecare.com' with mean price 0.5, 1 impressions of adomain 'simplebro.co' with mean price 0.1, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2; 2 sessions in app 'solitaire.spider.card.free.mania', 3 ad_requests with mean bid_floor 7.1; 3 sessions in app 'spades.classic.card.game', 16 ad_requests with mean bid_floor 52.7];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 2025-02-07 23:06:28;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/spades.classic.card.free.online.offline.multiplayer/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.767158833959657;partition is 1964
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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 .
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OK ,I got an adtech request with following features: idfa is '36346dfc-b2b4-49ce-81d3-7e5bb8b808af';uuid is '2cadf21b-d3e8-4fd2-8237-7829c1fa147f';bid_timestamp is '2024-12-27 17:13:56';device_id is '36346dfc-b2b4-49ce-81d3-7e5bb8b808af';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 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 8.66080624982714;target_cpi is 1;campaign is 57718;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.593333;placement_historical_value is 8.616759;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 359983 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.34;prior_theme_impressions_count is 6;prior_tag_clicks_count is 4 ;time_since_click is 407775;hour is '2024-12-27 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'com.peoplefun.wordcross', 12 ad_requests with mean bid_floor 5.6; 38 sessions in app 'com.radio.pocketfm', 1670 ad_requests with mean bid_floor 19.7, 2 clicks of adomain 'brandeis.edu', 2 impressions of adomain 'brandeis.edu' with mean price 5.8, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 9.5, 1 clicks of adomain 'draftkings.com', 1 impressions of adomain 'draftkings.com' with mean price 27.3, 1 clicks of adomain 'jackpocket.com', 1 impressions of adomain 'jackpocket.com' with mean price 8.4, 1 clicks of adomain 'lyft.com', 1 impressions of adomain 'lyft.com' with mean price 7.0, 16 clicks of adomain 'nyp.org', 20 impressions of adomain 'nyp.org' with mean price 10.5, 1 clicks of adomain 'tiktok.com', 1 impressions of adomain 'tiktok.com' with mean price 7.6, 2 clicks of adomain 'tubitv.com', 2 impressions of adomain 'tubitv.com' with mean price 6.0; 142 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 8714 ad_requests with mean bid_floor 11.6, 1 impressions of adomain '1800flowers.com' with mean price 6.7, 1 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'azoproducts.com' with mean price 0.2, 1 impressions of adomain 'betta-games.net' with mean price 0.1, 2 impressions of adomain 'bumble.com' with mean price 0.1, 1 impressions of adomain 'callapp.com' with mean price 0.1, 3 impressions of adomain 'camelgames.com' with mean price 5.1, 1 impressions of adomain 'cash.app' with mean price 0.3, 1 impressions of adomain 'crypto.com' with mean price 0.1, 2 impressions of adomain 'dropbox.com' with mean price 0.1, 1 clicks of adomain 'especiallyyours.com', 5 impressions of adomain 'especiallyyours.com' with mean price 25.6, 1 impressions of adomain 'fanniemae.com' with mean price 0.2, 3 impressions of adomain 'groupon.com' with mean price 0.1, 1 impressions of adomain 'hain.com' with mean price 0.4, 1 impressions of adomain 'lyft.com' with mean price 5.7, 37 impressions of adomain 'macys.com' with mean price 5.5, 2 clicks of adomain 'macys.com', 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 1 impressions of adomain 'nfl.rivals.game' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 6.2, 2 impressions of adomain 'playtika.com' with mean price 0.1, 2 impressions of adomain 'stjohnknits.com' with mean price 0.1, 3 impressions of adomain 'tiktok.com' with mean price 8.0, 1 impressions of adomain 'welloflife.com' with mean price 3.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'wsj.com' with mean price 0.1, 5 impressions of adomain 'ymcanyc.org' with mean price 3.3; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.tripledot.woodoku', 11 ad_requests with mean bid_floor 5.1; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.5; 1 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 6.1; 5 sessions in app 'in.playsimple.wordtrip', 34 ad_requests with mean bid_floor 10.4; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 7.5; 5 sessions in app 'kjv.bible.kingjamesbible', 93 ad_requests with mean bid_floor 34.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45654.7029513889;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-27 17:17:55;time_since_impression_in_hours is 99;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 113;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.352416965914168;partition is 2395
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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 .
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OK ,I got an adtech request with following features: idfa is '52621098-f706-4058-93b4-6c265b787707';uuid is '51ab5fce-549e-466d-9348-25af9057bc56';bid_timestamp is '2025-01-26 20:39:32';device_id is '52621098-f706-4058-93b4-6c265b787707';biddate is '2025-01-26';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 44.1866703850409;target_cpi is 1.67614076688159;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 3.392;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 441119 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.92;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 441119;hour is '2025-01-26 20:00:00+00:00';day_of_week is '6';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; 5 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 614 ad_requests with mean bid_floor 21.7, 1 clicks of adomain 'mobilityware.com%20', 1 impressions of adomain 'mobilityware.com%20' with mean price 6.0, 1 impressions of adomain 'newpub.co' with mean price 8.3; 17 sessions in app 'com.bigcake.android.spidersolitaire', 116 ad_requests with mean bid_floor 11.6, 2 impressions of adomain 'allstarrents.com' with mean price 1.5, 3 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'baywa-re.com' with mean price 1.5, 1 clicks of adomain 'conservativesforlowercarecosts.com', 1 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 0.6, 1 clicks of adomain 'kinectsouthport.com', 1 impressions of adomain 'kinectsouthport.com' with mean price 0.9, 1 impressions of adomain 'mypinnaclevistaapartments.com' with mean price 1.1, 1 impressions of adomain 'natomasparkapartments.com' with mean price 0.9, 1 impressions of adomain 'spider.gurugame.ai' with mean price 0.5, 1 impressions of adomain 'thearcherarden.com' with mean price 1.2; 72 sessions in app 'com.blackout.spades', 6978 ad_requests with mean bid_floor 28.4, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 0.9, 1 impressions of adomain 'dunnion.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.0, 1 impressions of adomain 'mobilityware.com%20' with mean price 21.9, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 44.2, 1 impressions of adomain 'pentlyconger.com' with mean price 1.8, 1 impressions of adomain 'pluto.tv' with mean price 0.2; 3 sessions in app 'com.casttv.castforchromecast.screencast', 19 ad_requests with mean bid_floor 68.7; 61 sessions in app 'com.easybrain.backgammon.board.games', 3340 ad_requests with mean bid_floor 15.4, 1 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'anheuser-busch.com' with mean price 0.2, 1 impressions of adomain 'bestofcentralcalifornia.com' with mean price 0.5, 1 impressions of adomain 'creativedisplaysnow.com' with mean price 0.1, 1 impressions of adomain 'expedia.com' with mean price 0.1, 1 impressions of adomain 'hotels.com' with mean price 0.1, 2 impressions of adomain 'hulu.com' with mean price 0.8, 1 impressions of adomain 'jewelersmutual.com' with mean price 0.1, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.4, 1 impressions of adomain 'kitchenaid.com' with mean price 0.1, 2 impressions of adomain 'learnings.ai' with mean price 0.4, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 28.6, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 2 impressions of adomain 'mobilityware.com%20' with mean price 27.3, 2 clicks of adomain 'mobilityware.com%20', 1 impressions of adomain 'nexhealth.com' with mean price 0.1, 1 impressions of adomain 'olay.com' with mean price 0.3, 2 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'regeneron.com' with mean price 0.2, 3 clicks of adomain 'solitaire.gurugame.ai', 5 impressions of adomain 'solitaire.gurugame.ai' with mean price 11.9, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'theladders.com' with mean price 0.1, 2 impressions of adomain 'vitastudio.ai' with mean price 6.3; 2 sessions in app 'com.fbig.words', 3 ad_requests with mean bid_floor 6.8; 52 sessions in app 'com.fiogonia.gin', 598 ad_requests with mean bid_floor 31.0; 5 sessions in app 'com.fugo.wow', 325 ad_requests with mean bid_floor 17.4, 1 impressions of adomain 'bk.com' with mean price 1.5, 1 impressions of adomain 'ionetwork.com' with mean price 0.9; 90 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 1759 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'ashtonandprice.com' with mean price 0.5, 1 clicks of adomain 'conservativesforlowercarecosts.com', 1 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 0.9, 1 impressions of adomain 'heathgolfandyachtclub.com' with mean price 0.9, 1 impressions of adomain 'imperva.com' with mean price 0.5, 1 impressions of adomain 'karkazian.com' with mean price 0.6, 1 clicks of adomain 'ktblegal.com', 1 impressions of adomain 'ktblegal.com' with mean price 1.2, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 6.3, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.7, 1 impressions of adomain 'newpub.co' with mean price 0.9, 2 impressions of adomain 'northpostoaklofts.com' with mean price 1.6, 2 impressions of adomain 'pentlyconger.com' with mean price 1.8, 1 impressions of adomain 'productmadness.com' with mean price 23.4, 3 impressions of adomain 'rosevilleautomall.com' with mean price 0.5, 1 clicks of adomain 'rosevilleautomall.com', 1 impressions of adomain 'sacramentosurgicalarts.com' with mean price 2.6, 1 impressions of adomain 'simpli.fi' with mean price 1.5, 4 impressions of adomain 'thearcherarden.com' with mean price 0.9, 1 impressions of adomain 'thewoodlandsapt.com' with mean price 0.7, 1 impressions of adomain 'waupacafoundry.com' with mean price 0.5, 4 impressions of adomain 'westernm.com' with mean price 1.2; 23 sessions in app 'com.intensedev.classicsolitaire.gp', 677 ad_requests with mean bid_floor 61.6; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 18 ad_requests with mean bid_floor 10.7; 1 sessions in app 'com.newpubco.spades', 5 ad_requests with mean bid_floor 10.2; 14 sessions in app 'com.peoplefun.wordcross', 343 ad_requests with mean bid_floor 17.7, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 30.8; 40 sessions in app 'com.playvalve.solitaire', 1497 ad_requests with mean bid_floor 114.0; 6 sessions in app 'com.playvalve.solitaire.spider', 122 ad_requests with mean bid_floor 60.2; 22 sessions in app 'com.solitarie.card.regal.game', 164 ad_requests with mean bid_floor 2.3; 38 sessions in app 'com.stridecounter.stepcalculation', 13161 ad_requests with mean bid_floor 18.7; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 5.9; 14 sessions in app 'com.vitastudio.mahjong', 405 ad_requests with mean bid_floor 19.1, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'centurycommunities.com' with mean price 0.8, 1 impressions of adomain 'demeyerfurniture.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'gojo.com' with mean price 0.2, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 15.3, 1 impressions of adomain 'newpub.co' with mean price 0.2, 5 impressions of adomain 'niello.com' with mean price 0.2, 3 impressions of adomain 'rcwilley.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 19 sessions in app 'com.vitastudio.solitaire', 298 ad_requests with mean bid_floor 36.1, 1 impressions of adomain 'walmart.com' with mean price 2.4; 105 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 2421 ad_requests with mean bid_floor 1.9, 1 impressions of adomain 'aliraapts.com' with mean price 0.9, 1 impressions of adomain 'cdw.com' with mean price 1.1, 1 impressions of adomain 'choicehotels.com' with mean price 1.1, 2 impressions of adomain 'ktblegal.com' with mean price 1.7, 2 impressions of adomain 'learnings.ai' with mean price 2.0, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 12.7, 4 impressions of adomain 'mobilesafetytech.com' with mean price 1.5, 1 impressions of adomain 'natomasparkapartments.com' with mean price 1.0, 1 impressions of adomain 'newpub.co' with mean price 0.5, 3 impressions of adomain 'northpostoaklofts.com' with mean price 1.9, 9 impressions of adomain 'pentlyconger.com' with mean price 3.8, 1 clicks of adomain 'pentlyconger.com', 1 clicks of adomain 'solitaire.gurugame.ai', 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 3.4, 1 impressions of adomain 'thearcherarden.com' with mean price 0.6, 1 impressions of adomain 'thesinclairresidences.com' with mean price 1.1, 1 impressions of adomain 'trakkasystems.com' with mean price 1.5, 1 impressions of adomain 'tyrads.com' with mean price 5.4, 1 impressions of adomain 'urvsac.com' with mean price 0.7, 1 impressions of adomain 'usadailyupdates.us' with mean price 1.4; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.0; 6 sessions in app 'freecell.solitaire.free.cardgame.king.spades.klondike.no.ads.pro.patience', 57 ad_requests with mean bid_floor 5.2; 1 sessions in app 'kidultlovin.word.zen', 30 ad_requests with mean bid_floor 8.8; 1 sessions in app 'ske.arbc.we.neat', 2 ad_requests with mean bid_floor 5.7; 10 sessions in app 'solitaire.puzzlemaker.solitaire.klondike.cardgame.patience', 28 ad_requests with mean bid_floor 40.2];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 2025-01-26 23:42:21;time_since_impression_in_hours is 122;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 123;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.482752773340679;partition is 2417
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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 .
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OK ,I got an adtech request with following features: idfa is '053767b8-8bca-412a-b098-cfd8a15466f3';uuid is '253702d3-ae15-4cf5-a8b7-7b3a59539db1';bid_timestamp is '2025-01-09 22:44:33';device_id is '053767b8-8bca-412a-b098-cfd8a15466f3';biddate is '2025-01-09';country is 'USA';app is 'com.metropcs.metrozone';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 29.363161;target_cpi is 2;campaign is 57880;creative_id is 229286;session_duration is 2000 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 29.353161 ;min_floor is 29.353161 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 26689 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 7.39;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is 13640983;hour is '2025-01-09 22:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[2 sessions in app 'com.catobilli.PaintBubbles', 335 ad_requests with mean bid_floor 14.1; 1 sessions in app 'com.fbig.words', 1 ad_requests with mean bid_floor 9.8; 5 sessions in app 'com.fiogonia.spades', 146 ad_requests with mean bid_floor 9.7; 6 sessions in app 'com.kiaora.dominoes', 475 ad_requests with mean bid_floor 59.9; 2 sessions in app 'com.madfingergames.deadtrigger', 16 ad_requests with mean bid_floor 59.6; 431 sessions in app 'com.metropcs.metrozone', 2882 ad_requests with mean bid_floor 98.6; 1 sessions in app 'com.newpubco.spades', 66 ad_requests with mean bid_floor 11.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'tech.pokergaga.net' with mean price 32.8, 1 impressions of adomain 'transamerica.com' with mean price 0.7; 1 sessions in app 'com.playvalve.dominoes', 215 ad_requests with mean bid_floor 111.6; 1 sessions in app 'com.screw.away.pin.puzzle.and', 11 ad_requests with mean bid_floor 57.9; 3 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 64 ad_requests with mean bid_floor 5.8; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.3; 4 sessions in app 'com.tripledot.spades', 59 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'alenusa.com' with mean price 1.1, 2 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'dulcolax.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'kohls.com' with mean price 0.4, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'modot.org' with mean price 0.3, 1 impressions of adomain 'nurserysupplies.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3; 2 sessions in app 'com.zombie.gun.shooter', 30 ad_requests with mean bid_floor 66.1; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.4; 7 sessions in app 'holy.bible.kjv.kingjamesbible.verse.biblia', 21 ad_requests with mean bid_floor 93.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 7.6];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 2025-01-09 23:44:25;0_timestamp is 2025-01-09 23:44:25;time_since_impression_in_hours is 7;channel is 'USA/I/applovin/com.metropcs.metrozone/False/117';time_since_click_in_hours is 3789;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.562819437827008;partition is 2868
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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 .
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OK ,I got an adtech request with following features: idfa is '09fa5c69-0e32-498c-8d47-3b6ab46767bd';uuid is 'aa48008f-3a18-4ecb-afa2-dc51b43a2c27';bid_timestamp is '2025-02-07 18:00:09';device_id is '09fa5c69-0e32-498c-8d47-3b6ab46767bd';biddate is '2025-02-07';country is 'USA';app is 'com.mariogamal.helptheballcouplereunite';exchange is 'appodealx-us';ad_type is 'I';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 261 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 30.4856 ;min_floor is 30.4856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 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 13;user_behavior is :[1 sessions in app 'com.mariogamal.helptheballcouplereunite', 81 ad_requests with mean bid_floor 18.2; 1 sessions in app 'com.newpubco.spades', 15 ad_requests with mean bid_floor 10.7];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 2025-02-07 18:14:16;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.mariogamal.helptheballcouplereunite/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.29545058355128;partition is 2814
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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 .
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OK ,I got an adtech request with following features: idfa is 'db5dee25-84a5-4cae-842b-cfadbfc445ef';uuid is '8ace08d7-8338-4d99-8a4a-c0d463c964c8';bid_timestamp is '2025-02-02 2:20:16';device_id is 'db5dee25-84a5-4cae-842b-cfadbfc445ef';biddate is '2025-02-02';country is 'USA';app is 'com.zimad.spades';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 112.451007753608;target_cpi is 5;campaign is 58236;creative_id is 229286;session_duration is 979 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 1.79661;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 5.06;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-02 02:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[4 sessions in app 'com.TikGames.DominoMaster', 172 ad_requests with mean bid_floor 6.9; 2 sessions in app 'com.alien.shooter.galaxy.attack', 8 ad_requests with mean bid_floor 7.9; 1 sessions in app 'com.bestringtonesapps.bestringtonesfree', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.block.juggle', 8 ad_requests with mean bid_floor 52.5; 1 sessions in app 'com.fiogonia.spades', 70 ad_requests with mean bid_floor 3.7; 13 sessions in app 'com.funtomic.matchmasters', 24 ad_requests with mean bid_floor 24.2; 2 sessions in app 'com.innplaylabs.animalkingdomraid', 14 ad_requests with mean bid_floor 388.7; 1 sessions in app 'com.kamagames.blackjack', 3 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.ken.supermarket', 50 ad_requests with mean bid_floor 6.2; 18 sessions in app 'com.king.candycrushsaga', 304 ad_requests with mean bid_floor 76.9; 2 sessions in app 'com.king.candycrushsodasaga', 12 ad_requests with mean bid_floor 35.1; 1 sessions in app 'com.make.audker.mipbui', 6 ad_requests with mean bid_floor 36.4; 5 sessions in app 'com.matteljv.uno', 100 ad_requests with mean bid_floor 2.0; 3 sessions in app 'com.mobilityware.Spades', 170 ad_requests with mean bid_floor 28.8, 1 clicks of adomain 'chardonnaypartners.com', 1 impressions of adomain 'chardonnaypartners.com' with mean price 32.8, 3 clicks of adomain 'termsfeed.com', 3 impressions of adomain 'termsfeed.com' with mean price 22.5; 1 sessions in app 'com.newpubco.spades', 112 ad_requests with mean bid_floor 25.7, 2 impressions of adomain 'meetme.com' with mean price 0.9, 1 impressions of adomain 'playtika.com' with mean price 0.7, 1 impressions of adomain 'rovio.com' with mean price 0.4, 1 impressions of adomain 'tango.me' with mean price 0.9; 1 sessions in app 'com.randomlogicgames.triviagame', 12 ad_requests with mean bid_floor 6.1; 41 sessions in app 'com.ring.fantasy.today', 113 ad_requests with mean bid_floor 0.6, 1 impressions of adomain 'callapp.com' with mean price 0.6, 3 impressions of adomain 'doordash.com' with mean price 1.1, 2 impressions of adomain 'exmox.com' with mean price 0.8, 4 impressions of adomain 'meetava.com' with mean price 0.9, 1 impressions of adomain 'siriusxm.com' with mean price 1.1, 1 impressions of adomain 'textnow.com' with mean price 1.0, 2 impressions of adomain 'weather.com' with mean price 1.5, 1 impressions of adomain 'wsj.com' with mean price 1.5; 2 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 107 ad_requests with mean bid_floor 2.4; 6 sessions in app 'com.tripledot.solitaire', 941 ad_requests with mean bid_floor 9.6, 1 clicks of adomain 'regalcardplay.com', 1 impressions of adomain 'regalcardplay.com' with mean price 103.4, 2 impressions of adomain 'www.vitastudio.ai' with mean price 153.1; 1 sessions in app 'com.tripledot.spades', 12 ad_requests with mean bid_floor 0.9; 1 sessions in app 'com.tripledot.woodoku', 79 ad_requests with mean bid_floor 11.0; 1 sessions in app 'com.trustedapp.filerecovery.photo.recovery', 2 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.zimad.spades', 31 ad_requests with mean bid_floor 0.0; 1 sessions in app 'games.blockheads.sudoku.puzzle.match.bombayplay', 8 ad_requests with mean bid_floor 14.6; 1 sessions in app 'hang.man.word.guessing.games', 50 ad_requests with mean bid_floor 209.4; 2 sessions in app 'holy.bible.kjv.kingjamesbible.verse.biblia', 5 ad_requests with mean bid_floor 35.9; 2 sessions in app 'in.playsimple.wordsearch', 246 ad_requests with mean bid_floor 4.7, 6 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.4; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 11.0; 1 sessions in app 'kjv.bible.kingjamesbible', 27 ad_requests with mean bid_floor 33.9; 1 sessions in app 'net.zedge.android', 4 ad_requests with mean bid_floor 14.5];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 2025-02-02 2:38:13;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.zimad.spades/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.288674740183296;partition is 2177
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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 .
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OK ,I got an adtech request with following features: idfa is '4171cdd7-6606-4d75-850d-19291e7cbaad';uuid is '01829b9d-1ea4-4c55-9d04-6102ab8fe2d7';bid_timestamp is '2025-02-04 21:54:27';device_id is '4171cdd7-6606-4d75-850d-19291e7cbaad';biddate is '2025-02-04';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 20;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 ;placement_historical_value is 24.356283;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 '2025-02-04 21:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[7 sessions in app 'NewsBreak', 0 ad_requests with mean bid_floor 0.0; 8 sessions in app 'ai.socialapps.speakmaster', 453 ad_requests with mean bid_floor 28.8; 4 sessions in app 'com.EightGreatGames.DigBlast3D', 402 ad_requests with mean bid_floor 15.4; 2 sessions in app 'com.blackout.spades', 271 ad_requests with mean bid_floor 16.0; 1 sessions in app 'com.fc.p.cp.jelly.mukbang.asmr.live.diy', 14 ad_requests with mean bid_floor 76.7; 1 sessions in app 'com.newpubco.spades', 34 ad_requests with mean bid_floor 19.4, 2 impressions of adomain '9snail.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'scopely.com' with mean price 0.5, 1 impressions of adomain 'supertreat.net' with mean price 0.6; 2 sessions in app 'com.papaya.solitairecash', 5 ad_requests with mean bid_floor 4.8; 2 sessions in app 'com.playvalve.spades', 52 ad_requests with mean bid_floor 142.4; 16 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1493 ad_requests with mean bid_floor 13.2, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 15.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 20.0, 1 impressions of adomain 'scopely.com' with mean price 16.1; 7 sessions in app 'com.vitastudio.mahjong', 63 ad_requests with mean bid_floor 16.5; 1 sessions in app 'com.voicerecorder.audiorecorder.speechtotext', 1 ad_requests with mean bid_floor 135.6; 1 sessions in app 'com.weaver.app.prod', 6 ad_requests with mean bid_floor 21.4; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 3.3];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 2025-02-04 22:01:12;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 0.744057237035651;partition is 2479
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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 .
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OK ,I got an adtech request with following features: idfa is 'f5ea2e24-421d-4f3a-840c-85524807f6fe';uuid is '8c16ed39-0e15-43b2-95d2-9ef9e46895f6';bid_timestamp is '2025-01-19 0:17:14';device_id is 'f5ea2e24-421d-4f3a-840c-85524807f6fe';biddate is '2025-01-19';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 16.17702641029;target_cpi is 3.49968304476543;campaign is 57882;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 67.84;placement_historical_value is 42.024226;third_party_bid_price is ;prior_tag_impressions_count is 23 ;time_since_impression is 1584788 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.96;prior_theme_impressions_count is 23;prior_tag_clicks_count is 2 ;time_since_click is 1584779;hour is '2025-01-19 00:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior is :[1 sessions in app 'and.lihuhu.woober', 25 ad_requests with mean bid_floor 33.1; 2 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 18 ad_requests with mean bid_floor 5.5; 10 sessions in app 'com.blackout.spades', 638 ad_requests with mean bid_floor 27.1, 9 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'barneybutter.com' with mean price 0.4, 3 impressions of adomain 'chromadex.com' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.5, 2 impressions of adomain 'esupplements.com' with mean price 0.6, 5 impressions of adomain 'la-z-boy.com' with mean price 0.9, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 16.2, 1 impressions of adomain 'orgain.com' with mean price 0.3, 2 impressions of adomain 'weruva.com' with mean price 0.6; 5 sessions in app 'com.bonnie.trafficescape', 129 ad_requests with mean bid_floor 7.5, 1 impressions of adomain 'chromadex.com' with mean price 0.2, 3 impressions of adomain 'starbucks.com' with mean price 0.2; 1 sessions in app 'com.customsolutions.android.phonelink', 2 ad_requests with mean bid_floor 5.2; 24 sessions in app 'com.fiogonia.gin', 159 ad_requests with mean bid_floor 21.4; 9 sessions in app 'com.heartpulse.healthycompanion.tracker', 171 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'bpchecker.com' with mean price 25.9, 1 clicks of adomain 'healthapplines.com', 1 impressions of adomain 'healthapplines.com' with mean price 43.8; 1 sessions in app 'com.ig.screw.puzzle.nuts.botls', 11 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.ig.wood.nuts.bolts.puzzle', 12 ad_requests with mean bid_floor 75.6, 1 impressions of adomain 'adidas.com' with mean price 0.2; 10 sessions in app 'com.king.candycrushsaga', 28 ad_requests with mean bid_floor 3.9; 50 sessions in app 'com.newpubco.spades', 2856 ad_requests with mean bid_floor 7.8, 2 impressions of adomain 'all-laundry.com' with mean price 0.2, 3 impressions of adomain 'allergan.com' with mean price 0.1, 115 impressions of adomain 'amazon.com' with mean price 0.3, 3 impressions of adomain 'amerisbank.com' with mean price 0.4, 1 impressions of adomain 'annies.com' with mean price 0.5, 65 impressions of adomain 'apcu.com' with mean price 0.5, 1 impressions of adomain 'applebees.com' with mean price 0.7, 1 impressions of adomain 'avistaresort.com' with mean price 0.4, 3 impressions of adomain 'barneybutter.com' with mean price 0.2, 8 impressions of adomain 'bimbobakeriesusa.com' with mean price 0.5, 2 impressions of adomain 'britishairways.com' with mean price 0.5, 10 impressions of adomain 'bushbeans.com' with mean price 0.5, 53 impressions of adomain 'chromadex.com' with mean price 0.2, 3 impressions of adomain 'chuckguyrealtor.net' with mean price 0.3, 5 impressions of adomain 'churchdwight.com' with mean price 0.2, 2 impressions of adomain 'claritin.com' with mean price 0.7, 2 impressions of adomain 'clearblue.com' with mean price 3.9, 1 impressions of adomain 'click.linksynergy.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.2, 45 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 clicks of adomain 'coca-cola.com', 16 impressions of adomain 'covergirl.com' with mean price 0.2, 3 impressions of adomain 'danone.com' with mean price 0.4, 1 impressions of adomain 'dapplebaby.com' with mean price 0.6, 12 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'discovery.com' with mean price 0.2, 26 impressions of adomain 'disneyplus.com' with mean price 0.1, 4 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.4, 3 impressions of adomain 'drinkpoppi.com' with mean price 0.2, 30 impressions of adomain 'dyson.com' with mean price 0.3, 19 impressions of adomain 'esupplements.com' with mean price 0.5, 4 impressions of adomain 'experian.com' with mean price 0.2, 1 clicks of adomain 'experian.com', 1 impressions of adomain 'exploreasheville.com' with mean price 0.3, 2 impressions of adomain 'extclaims.com' with mean price 1.5, 3 impressions of adomain 'ezmelts.com' with mean price 0.2, 1 impressions of adomain 'fla-keys.com' with mean price 0.2, 1 impressions of adomain 'foodbankofnortheastgeorgia-bloom.kindful.com' with mean price 1.5, 1 impressions of adomain 'forcemktg.com' with mean price 3.9, 4 impressions of adomain 'ford.com' with mean price 0.5, 5 impressions of adomain 'forthepeople.com' with mean price 0.3, 2 impressions of adomain 'gardenoflife.com' with mean price 0.3, 5 impressions of adomain 'generalmills.com' with mean price 0.2, 1 impressions of adomain 'gobellator.com' with mean price 0.2, 2 impressions of adomain 'goodfoods.com' with mean price 0.2, 7 impressions of adomain 'google.com' with mean price 1.6, 6 impressions of adomain 'gopro.com' with mean price 0.6, 3 impressions of adomain 'grainger.com' with mean price 1.0, 2 impressions of adomain 'greeneford.net' with mean price 0.7, 20 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'helloned.com' with mean price 0.1, 2 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'homespotter.com' with mean price 0.7, 1 impressions of adomain 'houstonmethodistcareers.org' with mean price 0.4, 4 impressions of adomain 'huggies.com' with mean price 0.5, 1 impressions of adomain 'humann.com' with mean price 0.2, 4 impressions of adomain 'inabafoods.com' with mean price 0.3, 1 impressions of adomain 'indeed.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'ivory.com' with mean price 3.6, 4 impressions of adomain 'izervay.com' with mean price 1.1, 2 impressions of adomain 'jennifervaughan.com' with mean price 0.3, 3 impressions of adomain 'jimmydean.com' with mean price 1.3, 16 impressions of adomain 'johnnysrv.com' with mean price 0.2, 2 impressions of adomain 'kaiserpermanente.org' with mean price 0.6, 3 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'kfc.com' with mean price 0.2, 3 impressions of adomain 'kindsnacks.com' with mean price 0.3, 1 impressions of adomain 'kitchenaid.com' with mean price 0.2, 1 impressions of adomain 'kleenex.com' with mean price 0.1, 3 impressions of adomain 'kodiakcakes.com' with mean price 0.6, 4 impressions of adomain 'kohls.com' with mean price 0.1, 42 impressions of adomain 'la-z-boy.com' with mean price 0.8, 1 impressions of adomain 'lairdsuperfood.com' with mean price 0.1, 18 impressions of adomain 'lifeextension.com' with mean price 0.2, 3 impressions of adomain 'liquid-iv.com' with mean price 0.2, 2 impressions of adomain 'liveatlyria.com' with mean price 0.3, 2 impressions of adomain 'livenationentertainment.com' with mean price 0.5, 7 impressions of adomain 'lovewellness.com' with mean price 1.3, 2 impressions of adomain 'm2ingredients.com' with mean price 0.2, 3 impressions of adomain 'mansionsseniorliving.com' with mean price 0.4, 5 impressions of adomain 'manukahealth.co.nz' with mean price 0.3, 2 impressions of adomain 'mars.com' with mean price 0.5, 2 impressions of adomain 'mccormick.com' with mean price 0.3, 2 impressions of adomain 'metamucil.com' with mean price 0.9, 1 impressions of adomain 'mindplay.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 5 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'montlick.com' with mean price 0.2, 1 impressions of adomain 'mortonbuildings.com' with mean price 0.5, 1 impressions of adomain 'narcan.com' with mean price 0.1, 3 impressions of adomain 'naturemade.com' with mean price 0.7, 1 impressions of adomain 'naturesbakery.com' with mean price 0.3, 1 impressions of adomain 'naturestrove.com' with mean price 0.3, 4 impressions of adomain 'naturesway.com' with mean price 0.2, 5 impressions of adomain 'navy.com' with mean price 0.3, 1 impressions of adomain 'newchapter.com' with mean price 0.2, 1 impressions of adomain 'nowfoods.com' with mean price 0.1, 1 impressions of adomain 'nurtec.com' with mean price 0.8, 15 impressions of adomain 'nutrafol.com' with mean price 0.3, 5 impressions of adomain 'olay.com' with mean price 1.2, 5 impressions of adomain 'oldspice.com' with mean price 1.2, 6 impressions of adomain 'olly.com' with mean price 0.4, 3 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'pantene.com' with mean price 4.3, 3 impressions of adomain 'paramountplus.com' with mean price 0.6, 3 impressions of adomain 'paulfredrick.com' with mean price 0.2, 1 impressions of adomain 'pbs.org' with mean price 0.4, 2 impressions of adomain 'peets.com' with mean price 0.3, 1 impressions of adomain 'pepsico.com' with mean price 0.1, 1 impressions of adomain 'perdue.com' with mean price 0.2, 5 impressions of adomain 'persilproclean.com' with mean price 0.1, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 10 impressions of adomain 'philips.com' with mean price 0.3, 5 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'ppgindustrialcoatings.com' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 28 impressions of adomain 'progressive.com' with mean price 0.3, 3 impressions of adomain 'proof-advertising.com' with mean price 0.2, 5 impressions of adomain 'quiktrip.com' with mean price 0.4, 2 impressions of adomain 'qunol.com' with mean price 0.2, 2 impressions of adomain 'remax.com' with mean price 0.8, 13 impressions of adomain 'samhsa.gov' with mean price 0.4, 2 impressions of adomain 'samsclub.com' with mean price 0.3, 2 impressions of adomain 'samsung.com' with mean price 0.8, 10 impressions of adomain 'sanofi.com' with mean price 0.3, 1 impressions of adomain 'scottbrand.com' with mean price 0.6, 2 impressions of adomain 'secret.com' with mean price 2.8, 1 impressions of adomain 'selectquote.com' with mean price 0.7, 2 impressions of adomain 'simplemills.com' with mean price 0.3, 1 impressions of adomain 'siriusxm.com' with mean price 0.2, 14 impressions of adomain 'solaray.com' with mean price 0.2, 4 impressions of adomain 'sony.com' with mean price 0.6, 1 impressions of adomain 'soshelbysells.com' with mean price 0.5, 2 impressions of adomain 'stacyadams.com' with mean price 0.2, 7 impressions of adomain 'starbucks.com' with mean price 0.4, 9 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'tablotv.com' with mean price 0.3, 1 impressions of adomain 'tech.pokergaga.net' with mean price 7.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 9 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.5, 2 impressions of adomain 'ticketmaster.com' with mean price 1.2, 1 impressions of adomain 'toyota.com' with mean price 0.1, 3 impressions of adomain 'traveltexas.com' with mean price 0.7, 27 impressions of adomain 'ultomiris.com' with mean price 1.2, 1 impressions of adomain 'universalnutrition.com' with mean price 0.3, 2 impressions of adomain 'vaynermedia.com' with mean price 0.5, 1 impressions of adomain 'vicks.com' with mean price 4.5, 6 impressions of adomain 'vidangel.com' with mean price 0.6, 1 impressions of adomain 'vitalnutrients.net' with mean price 0.2, 1 impressions of adomain 'vyeptihcp.com' with mean price 1.5, 5 impressions of adomain 'vytalogy.com' with mean price 0.3, 1 impressions of adomain 'vyvgart.com' with mean price 0.1, 8 impressions of adomain 'walgreens.com' with mean price 0.9, 43 impressions of adomain 'weruva.com' with mean price 0.3, 2 impressions of adomain 'wgu.edu' with mean price 1.6, 6 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'woodmenlife.com' with mean price 0.5, 1 impressions of adomain 'www.mobileprotectionzone.com' with mean price 0.7, 2 impressions of adomain 'xdemvy.com' with mean price 0.3, 2 impressions of adomain 'xifaxan.com' with mean price 0.4, 2 impressions of adomain 'yogiproducts.com' with mean price 1.1; 1 sessions in app 'com.numbergames.linked2248.tile.numberpuzzle2048', 3 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.pdfviewer.prodoc', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 8 ad_requests with mean bid_floor 9.1; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.tripledot.woodoku', 29 ad_requests with mean bid_floor 15.1, 1 impressions of adomain 'walmart.com' with mean price 0.4; 36 sessions in app 'com.vitastudio.mahjong', 359 ad_requests with mean bid_floor 11.1, 2 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'goldbond.com' with mean price 0.2, 1 impressions of adomain 'la-z-boy.com' with mean price 0.3, 1 impressions of adomain 'lifeextension.com' with mean price 0.1, 1 impressions of adomain 'walmart.com' with mean price 0.4, 3 impressions of adomain 'weruva.com' with mean price 0.1; 1 sessions in app 'gin.rummy.plus.free.online.offline.classic.card.game', 7 ad_requests with mean bid_floor 3.6; 4 sessions in app 'in.playsimple.wordtrip', 34 ad_requests with mean bid_floor 14.0; 4 sessions in app 'qe.zero.clutter', 89 ad_requests with mean bid_floor 13.0; 1 sessions in app 'solitaire.patience.card.games.klondike.free', 13 ad_requests with mean bid_floor 3.3; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 11 ad_requests with mean bid_floor 14.5; 3 sessions in app 'st.ows.crossmaths', 37 ad_requests with mean bid_floor 4.1, 1 impressions of adomain 'hims.com' with mean price 0.1, 2 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'la-z-boy.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.2; 62 sessions in app 'traffic.parking.jam.escape.car3d.games', 856 ad_requests with mean bid_floor 7.3, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'clevelandclinic.org' with mean price 2.1, 1 impressions of adomain 'dunkindonuts.com' with mean price 0.2, 1 impressions of adomain 'dyson.com' with mean price 0.3, 1 clicks of adomain 'everydaywinner.net', 1 impressions of adomain 'everydaywinner.net' with mean price 17.4, 1 impressions of adomain 'filterking.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'hsbc.com' with mean price 0.5, 2 impressions of adomain 'inabafoods.com' with mean price 0.4, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'jemperli.com' with mean price 0.1, 2 impressions of adomain 'mcdonalds.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 5 impressions of adomain 'nucala.com' with mean price 0.1, 2 impressions of adomain 'starbucks.com' with mean price 0.2, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'visionworks.com' with mean price 0.7, 1 impressions of adomain 'vonage.com' with mean price 0.1, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 1 sessions in app 'water.sort.puzzle.game.color.sorting.free', 8 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 3 impressions of adomain 'huggies.com' with mean price 0.3];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-20 21:05:09;dc_15roundended_before_d8_timestamp is 45677.7225231482;ag_retention_d1_timestamp is 2025-01-19 0:41:01;0_timestamp is 2025-01-19 0:41:01;time_since_impression_in_hours is 440;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 440;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.338160901329171;partition is 3674
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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 .
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OK ,I got an adtech request with following features: idfa is '0e3b5cca-1912-45ed-9a23-07760d5764b8';uuid is 'dd499b7b-5c1e-4d41-aaa0-487cf5d55241';bid_timestamp is '2025-02-10 15:21:05';device_id is '0e3b5cca-1912-45ed-9a23-07760d5764b8';biddate is '2025-02-10';country is 'USA';app is 'com.mx.ringtone.pro';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 11.425433397293;target_cpi is 0.02;campaign is 58373;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 1366333 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 10;prior_tag_clicks_count is 20 ;time_since_click is 1366331;hour is '2025-02-10 15:00:00+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', 19 ad_requests with mean bid_floor 1.6; 9 sessions in app 'com.blackout.spades', 1079 ad_requests with mean bid_floor 28.8, 4 impressions of adomain 'amazon.com' with mean price 0.6, 7 impressions of adomain 'cafebustelo.com' with mean price 0.5, 1 impressions of adomain 'dailys.com' with mean price 0.5, 1 impressions of adomain 'hillspet.com' with mean price 0.7, 3 impressions of adomain 'medscape.org' with mean price 0.6, 2 impressions of adomain 'offerhives.com' with mean price 0.4, 7 impressions of adomain 'paramountplus.com' with mean price 0.4, 7 impressions of adomain 'paulmitchell.com' with mean price 3.1, 1 impressions of adomain 'qinlockhcp.com' with mean price 1.0; 4 sessions in app 'com.block.juggle', 19 ad_requests with mean bid_floor 6.1; 2 sessions in app 'com.easybrain.word.puzzle.game', 118 ad_requests with mean bid_floor 9.9, 11 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'anheuser-busch.com' with mean price 0.1, 1 impressions of adomain 'cafebustelo.com' with mean price 0.2, 1 impressions of adomain 'esupplements.com' with mean price 0.4, 6 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'loopearplugs.com' with mean price 0.2, 2 impressions of adomain 'smartypantsvitamins.com' with mean price 0.3, 2 impressions of adomain 'starbucks.com' with mean price 0.8, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 4 impressions of adomain 'tempursealy.com' with mean price 0.6, 1 impressions of adomain 'ubykotex.com' with mean price 0.3, 1 impressions of adomain 'wehavethat.org' with mean price 0.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 9 sessions in app 'com.fiogonia.spades', 1075 ad_requests with mean bid_floor 35.6; 8 sessions in app 'com.gamoper.candysweetstory.free', 85 ad_requests with mean bid_floor 1.4, 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 22.7; 2 sessions in app 'com.handmark.expressweather', 8 ad_requests with mean bid_floor 87.2; 1 sessions in app 'com.inspiredsquare.jupiter', 29 ad_requests with mean bid_floor 14.9; 1 sessions in app 'com.king.candycrushsodasaga', 3 ad_requests with mean bid_floor 5.2; 41 sessions in app 'com.merge6.mergeremove.goods', 704 ad_requests with mean bid_floor 11.6; 91 sessions in app 'com.mx.ringtone.pro', 178 ad_requests with mean bid_floor 0.1; 5 sessions in app 'com.no1ornothing.color.water.sort.woody.puzzle', 233 ad_requests with mean bid_floor 93.9; 1 sessions in app 'com.numbergames.linked2248.tile.numberpuzzle2048', 48 ad_requests with mean bid_floor 2.0; 2 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 114 ad_requests with mean bid_floor 17.6, 6 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'adobe.com' with mean price 0.0, 2 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 2 impressions of adomain 'dronedeploy.com' with mean price 0.5, 9 impressions of adomain 'dustyrobotics.com' with mean price 0.4, 2 impressions of adomain 'medtronic.com' with mean price 0.0, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'thephoenix.org' with mean price 0.0, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 4 sessions in app 'com.vitastudio.mahjong', 69 ad_requests with mean bid_floor 11.6; 9 sessions in app 'com.zd.watersort', 46 ad_requests with mean bid_floor 3.0; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 2 ad_requests with mean bid_floor 4.4; 4 sessions in app 'eyYh1eDxm6RS', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordsearch', 9 ad_requests with mean bid_floor 3.5; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 4.7];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 379;channel is 'USA/V/applovin/com.mx.ringtone.pro/False/117';time_since_click_in_hours is 380;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.588335482681024;partition is 3674
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0
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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 .
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OK ,I got an adtech request with following features: idfa is '030cc899-2d36-4c0e-a111-614f7005bff4';uuid is '034a3f7f-d3cd-46e8-80e8-0cfe3cd56fa9';bid_timestamp is '2025-02-07 17:29:05';device_id is '030cc899-2d36-4c0e-a111-614f7005bff4';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 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 79.9161454051725;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 4.24;placement_historical_value is 83.689137;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 2.44;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 :[9 sessions in app '80e8f96a6534b02c86ef59ace007afab', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.blackout.spades', 21 ad_requests with mean bid_floor 18.5; 1 sessions in app 'com.boost.roku.remote', 2 ad_requests with mean bid_floor 216.4; 1 sessions in app 'com.casttv.castforchromecast.screencast', 18 ad_requests with mean bid_floor 24.9; 1 sessions in app 'com.enflick.android.TextNow', 1 ad_requests with mean bid_floor 44.0; 11 sessions in app 'com.handmark.expressweather', 20 ad_requests with mean bid_floor 76.0; 1 sessions in app 'com.hkjiuqu.motormaster3d', 36 ad_requests with mean bid_floor 14.4; 15 sessions in app 'com.meta.inno.sticker', 22 ad_requests with mean bid_floor 48.3; 33 sessions in app 'com.nopegames.coffeemania', 137 ad_requests with mean bid_floor 7.4; 2 sessions in app 'com.rotatelab.sortland', 37 ad_requests with mean bid_floor 27.7; 2 sessions in app 'com.sharlocation.friend.family', 3 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.textmeinc.textme', 24 ad_requests with mean bid_floor 17.1; 1 sessions in app 'com.tripledot.woodoku', 11 ad_requests with mean bid_floor 3.9; 4 sessions in app 'games.blockheads.sudoku.puzzle.match.bombayplay', 14 ad_requests with mean bid_floor 18.7; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 8.7; 2 sessions in app 'jp.co.goodroid.hyper.eggmania', 14 ad_requests with mean bid_floor 1.5; 1 sessions in app 'live.shorttv.apps', 1 ad_requests with mean bid_floor 5.2; 18 sessions in app 'net.peakgames.mobile.spades.android', 786 ad_requests with mean bid_floor 50.1, 1 clicks of adomain 'dhgate.com', 1 impressions of adomain 'dhgate.com' with mean price 49.4; 30 sessions in app 'yoshion.pictures.jigsaw', 178 ad_requests with mean bid_floor 6.2];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 2025-02-08 4:07:45;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 0.710825119459985;partition is 2136
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'bf834255-2d78-4f14-8fce-24df927d5c4c';uuid is 'fd27a85c-6808-4c09-87e8-7098e006c990';bid_timestamp is '2024-12-30 3:45:47';device_id is 'bf834255-2d78-4f14-8fce-24df927d5c4c';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 122.835469763573;target_cpi is 4.33394294089579;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 30.916667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 780944 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.60999999999999;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is 3925610;hour is '2024-12-30 03:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[14 sessions in app 'bible.offline.kingjames.holy.kjv.bible.daily.verse', 19 ad_requests with mean bid_floor 39.3; 1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.ABQDevelopers.mobileimagemerge', 24 ad_requests with mean bid_floor 6.3; 2 sessions in app 'com.bacon.bcn02b.racing.go', 9 ad_requests with mean bid_floor 6.2; 2 sessions in app 'com.become.acat.simulator.mr', 25 ad_requests with mean bid_floor 11.6; 1 sessions in app 'com.bibleword.crossword.en', 3 ad_requests with mean bid_floor 26.4; 1 sessions in app 'com.blackout.gin', 12 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.blackout.spades', 56 ad_requests with mean bid_floor 36.3, 1 impressions of adomain 'solitairecash.com' with mean price 2.4; 10 sessions in app 'com.boatip.browser', 30 ad_requests with mean bid_floor 108.7; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 4 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.foursgames.camouflagesniper', 2 ad_requests with mean bid_floor 2.6; 4 sessions in app 'com.handmark.expressweather', 8 ad_requests with mean bid_floor 65.3; 11 sessions in app 'com.intensedev.classicsolitaire.gp', 1722 ad_requests with mean bid_floor 139.3, 1 clicks of adomain 'everydaywinner.net', 2 impressions of adomain 'everydaywinner.net' with mean price 44.1, 1 clicks of adomain 'lootlane.us', 1 impressions of adomain 'lootlane.us' with mean price 54.8, 3 clicks of adomain 'newpub.co', 4 impressions of adomain 'newpub.co' with mean price 72.0; 54 sessions in app 'com.liotek.lannbible', 211 ad_requests with mean bid_floor 23.4; 26 sessions in app 'com.mulheres.dasbible', 205 ad_requests with mean bid_floor 15.6; 1 sessions in app 'com.newpubco.spades', 14 ad_requests with mean bid_floor 5.0, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 2 impressions of adomain 'paxlovid.com' with mean price 2.3; 3 sessions in app 'com.oareapp21.numbergravitymerge', 87 ad_requests with mean bid_floor 6.2; 21 sessions in app 'com.onunhen.bible', 60 ad_requests with mean bid_floor 38.2; 2 sessions in app 'com.ordinaryjoy.solitaire.largecard', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.otsbet.app', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.pdf.document.reader', 2 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.pdf.read.view.editor.pdfreader.pdfviewer', 4 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.pdfreader.pdfpoint', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.pdfviewer.readpdf', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.playvalve.solitaire', 23 ad_requests with mean bid_floor 96.5; 2 sessions in app 'com.rokuremote.casttv.remotecontrol.tvcontrol', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.size.shift.runner.puzzle.game.casual', 1098 ad_requests with mean bid_floor 23.7; 3 sessions in app 'com.solitaire.daily.challenge.card.game', 6 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.standard.puzzle.game.card.solitaire', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.syubestgames.teachersimulator', 7 ad_requests with mean bid_floor 30.0; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 7.4; 1 sessions in app 'com.un2.unlockring3dpuzzle', 69 ad_requests with mean bid_floor 15.4; 2 sessions in app 'com.vdimensionltd.animalrevoltbattlesimulator', 27 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 1 ad_requests with mean bid_floor 146.7; 1 sessions in app 'nexup.trs.screw', 95 ad_requests with mean bid_floor 20.6; 1 sessions in app 'pdfreader.pdfviewer.officetool.pdfscanner', 2 ad_requests with mean bid_floor 122.1; 1 sessions in app 'recoverdeletedphotosvideos.photorecovery.azurafilesrecovery', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'solitaire.nostal.cardgame.puzzle', 44 ad_requests with mean bid_floor 81.4, 1 impressions of adomain 'amazon.com' with mean price 0.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-30 14:40:47;time_since_impression_in_hours is 216;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 1090;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.685135634090262;partition is 2236
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '85d07c3d-caaf-46b7-af6e-96e541ea77ac';uuid is 'b43982b0-76cb-4356-845d-de6a722d1869';bid_timestamp is '2025-02-06 6:12:57';device_id is '85d07c3d-caaf-46b7-af6e-96e541ea77ac';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 92.2192778352981;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 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 42.4;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 2.54;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-06 06:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior is :[4 sessions in app 'com.blackout.spades', 147 ad_requests with mean bid_floor 9.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 92.2; 1 sessions in app 'com.block.juggle', 2 ad_requests with mean bid_floor 54.3; 5 sessions in app 'com.chinloyal.wordle', 7 ad_requests with mean bid_floor 8.5; 3 sessions in app 'com.gma.water.sort.puzzle', 83 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.handmark.expressweather', 1 ad_requests with mean bid_floor 79.4; 1 sessions in app 'com.newpubco.spades', 18 ad_requests with mean bid_floor 16.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.9; 1 sessions in app 'com.sonypicturestelevision.millionaire', 3 ad_requests with mean bid_floor 4.9];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 2025-02-06 6:16:45;0_timestamp is 2025-02-06 6:16:45;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 0.375030121941495;partition is 2430
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '';uuid is '8d4a6c16-2641-47dd-881f-5cc7c140bbc1';bid_timestamp is '2025-01-28 15:13:50';device_id is 'virt:3f80430f72e5135a07b8a7e6b2b2a353';biddate is '2025-01-28';country is 'USA';app is 'com.zynga.words3';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.57281758224226;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'Zynga';seller_id is 348;content_type is 'vi';bid_floor is 1.272 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-28 15:00:00+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 0;channel is 'USA/V/bidmachine/com.zynga.words3/False/348';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.620576004426307;partition is 2430
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0
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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 .
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OK ,I got an adtech request with following features: idfa is 'ddc7fa18-9742-4c6d-930a-42d28d798d2e';uuid is 'de69a7de-844f-4616-b9d9-0e86901045e4';bid_timestamp is '2025-01-11 4:02:15';device_id is 'ddc7fa18-9742-4c6d-930a-42d28d798d2e';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 137.465795036405;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 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 'completed_gp';user_coefficient is 2.53;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-11 04:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[1 sessions in app 'billion.cash.free.games.jackpot.casino.slots.android', 23 ad_requests with mean bid_floor 12.5; 4 sessions in app 'casinoslots.classic.thereels.android', 9 ad_requests with mean bid_floor 0.4; 1 sessions in app 'clubillion.social.slots.casino.friends.free.android', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.blackout.spades', 16 ad_requests with mean bid_floor 5.1, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 137.5; 1 sessions in app 'com.gimica.solitaireverse', 17 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.gimica.treasuremaster', 8 ad_requests with mean bid_floor 20.9; 1 sessions in app 'com.habit.record.reward.tracker', 2 ad_requests with mean bid_floor 4.3; 7 sessions in app 'com.jmsgame.jackpotmastercasino', 52 ad_requests with mean bid_floor 75.8; 3 sessions in app 'com.justplay.app', 12 ad_requests with mean bid_floor 18.7; 2 sessions in app 'com.king.candycrushsodasaga', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.megawinner.bankersrushtop', 17 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.newpubco.spades', 9 ad_requests with mean bid_floor 25.2, 1 impressions of adomain 'jorisson.com' with mean price 0.9, 1 impressions of adomain 'solitairecash.com' with mean price 2.9; 2 sessions in app 'com.productmadness.hovmobile', 19 ad_requests with mean bid_floor 3.9; 2 sessions in app 'com.sciplay.dancingdrumsslots', 9 ad_requests with mean bid_floor 24.1; 3 sessions in app 'com.superluckycasino.megadiamond.slots.vegas.android.free', 4 ad_requests with mean bid_floor 2.6; 3 sessions in app 'com.unicornstudio.cashparty.slots.casino.vegas.free', 18 ad_requests with mean bid_floor 221.5; 1 sessions in app 'com.up.up.study.copper', 6 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.witch.spin.wheel', 55 ad_requests with mean bid_floor 158.3; 1 sessions in app 'house.of.fortune.slots.casino.free.games', 3 ad_requests with mean bid_floor 4.3; 3 sessions in app 'net.playtowingames.casino', 14 ad_requests with mean bid_floor 134.9; 2 sessions in app 'slots.casino.jackpot.island.free.android', 7 ad_requests with mean bid_floor 5.7; 3 sessions in app 'slots.dcg.casino.games.free.android', 46 ad_requests with mean bid_floor 255.7; 4 sessions in app 'slots.pcg.casino.games.free.android', 20 ad_requests with mean bid_floor 410.4; 1 sessions in app 'solitaire.collection.klondike.spider.card.games', 2 ad_requests with mean bid_floor 3.7; 25 sessions in app 'yoshion.pictures.jigsaw', 116 ad_requests with mean bid_floor 2.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-11 4:05:31;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 0.11836933968555;partition is 2481
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'c68d1e06-df16-4a85-a768-9a1c41e60595';uuid is '4c05c846-4338-4aac-9ac5-a06462372e7e';bid_timestamp is '2024-12-29 23:44:44';device_id is 'c68d1e06-df16-4a85-a768-9a1c41e60595';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 13.0525425915921;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 4.416667;placement_historical_value is 7.938867;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 7523 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.23;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is 7515;hour is '2024-12-29 23:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'com.RealGC.eurobus', 3 ad_requests with mean bid_floor 0.0; 13 sessions in app 'com.epicwalls.wallpaper.app', 237 ad_requests with mean bid_floor 31.5; 1 sessions in app 'com.game.boom.modified.car.driving.games.tuning.simulator', 4 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.gsn.android.tripeaks', 1786 ad_requests with mean bid_floor 10.0, 3 impressions of adomain 'alignprobiotics.com' with mean price 0.8, 1 impressions of adomain 'asherpointamarillo.com' with mean price 0.7, 1 impressions of adomain 'brighthousefinancial.com' with mean price 0.9, 1 impressions of adomain 'campbellsfoodservice.com' with mean price 0.3, 1 impressions of adomain 'crest.com' with mean price 1.9, 3 impressions of adomain 'discover.com' with mean price 0.6, 1 impressions of adomain 'dramamine.com' with mean price 0.6, 2 impressions of adomain 'elementsmassage.com' with mean price 0.5, 1 impressions of adomain 'health-ade.com' with mean price 0.8, 6 impressions of adomain 'hulu.com' with mean price 1.9, 2 impressions of adomain 'instacart.com' with mean price 1.1, 1 impressions of adomain 'kindsnacks.com' with mean price 8.0, 2 clicks of adomain 'king.com', 2 impressions of adomain 'king.com' with mean price 10.4, 1 impressions of adomain 'metamucil.com' with mean price 6.4, 1 clicks of adomain 'metamucil.com', 1 impressions of adomain 'michelobultra.com' with mean price 8.9, 1 impressions of adomain 'navy.com' with mean price 0.4, 1 impressions of adomain 'olay.com' with mean price 1.5, 1 impressions of adomain 'padcev.com' with mean price 0.6, 3 impressions of adomain 'paycom.com' with mean price 0.5, 1 impressions of adomain 'pepto-bismol.com' with mean price 1.0, 1 impressions of adomain 'progressive.com' with mean price 0.4, 4 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 2.5, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'stellaartois.com' with mean price 0.9, 1 impressions of adomain 't-mobile.com' with mean price 1.1, 1 impressions of adomain 'theraflu.com' with mean price 0.6, 2 impressions of adomain 'tnuck.com' with mean price 0.6, 1 impressions of adomain 'vicks.com' with mean price 0.6; 1 sessions in app 'com.king.candycrushsaga', 4 ad_requests with mean bid_floor 12.5; 27 sessions in app 'com.king.candycrushsodasaga', 641 ad_requests with mean bid_floor 4.7; 207 sessions in app 'com.king.pyramidsolitairesaga', 2570 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.peoplefun.wordcross', 11 ad_requests with mean bid_floor 6.0; 4 sessions in app 'kjv.bible.kingjamesbible', 117 ad_requests with mean bid_floor 62.2];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 2024-12-30 0:50:58;time_since_impression_in_hours is 2;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 2;fast_click_2h is 0;rnd is 0.852440095705283;partition is 3994
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '001ab64f-a8b8-4be0-9751-13daabe2c6f3';uuid is 'b419b351-4213-4f00-ba01-7d69dcd0f3d4';bid_timestamp is '2024-12-16 4:18:51';device_id is '001ab64f-a8b8-4be0-9751-13daabe2c6f3';biddate is '2024-12-16';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 40.2422158957829;target_cpi is 4;campaign is 57526;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 20 ;time_since_impression is 8395 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.83;prior_theme_impressions_count is 20;prior_tag_clicks_count is 11 ;time_since_click is 8315;hour is '2024-12-16 04:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[4 sessions in app 'com.handmark.expressweather', 9 ad_requests with mean bid_floor 65.1; 1 sessions in app 'com.kaigames.skirtrunner', 10 ad_requests with mean bid_floor 5.2; 54 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1663 ad_requests with mean bid_floor 14.2, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 10.2, 5 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 7.3, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 6.6, 1 impressions of adomain 'pinterest.com' with mean price 6.7, 5 clicks of adomain 'tech.pokergaga.net', 7 impressions of adomain 'tech.pokergaga.net' with mean price 9.0];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 2;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 2;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.0397339831549581;partition is 3994
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0
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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 .
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OK ,I got an adtech request with following features: idfa is 'cc32ea94-5bad-4fe1-904e-e8723f9f2c52';uuid is 'cec41e42-992e-4468-b689-90bbd8ee64f6';bid_timestamp is '2025-02-07 23:50:01';device_id is 'cc32ea94-5bad-4fe1-904e-e8723f9f2c52';biddate is '2025-02-07';country is 'USA';app is 'com.un2.digitrun';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 8.36539197047072;target_cpi is 0.440725207328796;campaign is 58289;creative_id is 228773;session_duration is 41 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.34185 ;min_floor is 0.34185 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 60 ;time_since_impression is 1959193 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.95;prior_theme_impressions_count is 60;prior_tag_clicks_count is 34 ;time_since_click is 1959190;hour is '2025-02-07 23:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[2 sessions in app '01fWSqNHYKjT', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 32 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'barclaybroadway.com' with mean price 1.7, 1 impressions of adomain 'jackapts.com' with mean price 1.4, 2 impressions of adomain 'madroneseattle.com' with mean price 1.4, 1 impressions of adomain 'rainrockcasino.com' with mean price 1.8, 1 impressions of adomain 'sessionapartments.com' with mean price 1.3, 1 impressions of adomain 'stellarseattle.com' with mean price 1.4, 5 impressions of adomain 'summitatmadisonpark.com' with mean price 1.3, 1 impressions of adomain 'tapestryseattle.com' with mean price 2.3, 1 impressions of adomain 'unionparkapartments.com' with mean price 1.3; 2 sessions in app 'closet.match.pair.matching.games', 472 ad_requests with mean bid_floor 43.6; 2 sessions in app 'com.Lightneer.BazookaBoy', 13 ad_requests with mean bid_floor 3.0; 1 sessions in app 'com.Youknowme.seekgroupletter', 8 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.allenmm.archery', 4 ad_requests with mean bid_floor 44.0; 13 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'bindright.com' with mean price 2.3, 1 clicks of adomain 'disneyplus.com', 8 impressions of adomain 'disneyplus.com' with mean price 0.7, 1 impressions of adomain 'max.com' with mean price 2.0, 7 impressions of adomain 'paramountplus.com' with mean price 1.0, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 5 sessions in app 'com.baf.connectballs', 8 ad_requests with mean bid_floor 1.3; 3 sessions in app 'com.block.game.jigsaw.puzzles', 350 ad_requests with mean bid_floor 29.6; 3 sessions in app 'com.block.juggle', 10 ad_requests with mean bid_floor 30.1; 1 sessions in app 'com.boombit.easy.boxing', 61 ad_requests with mean bid_floor 129.7; 1 sessions in app 'com.boss.fight', 95 ad_requests with mean bid_floor 148.6; 1 sessions in app 'com.color.busfrenzy', 10 ad_requests with mean bid_floor 0.3; 11 sessions in app 'com.dream.free.games.match3', 404 ad_requests with mean bid_floor 36.7; 1 sessions in app 'com.gamee.dragon.kingdom.castle.match.story.puzzle', 10 ad_requests with mean bid_floor 1.6; 3 sessions in app 'com.huke.ppl', 239 ad_requests with mean bid_floor 9.3; 2 sessions in app 'com.newreading.goodreels', 11 ad_requests with mean bid_floor 2.5; 4 sessions in app 'com.oakever.tiletrip', 115 ad_requests with mean bid_floor 31.0, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'carnival.com' with mean price 0.1, 1 impressions of adomain 'carproskia.com' with mean price 0.1; 2 sessions in app 'com.onegame.petsave.doggame.drawpuzzle', 31 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.remivision.royalpuzzle', 13 ad_requests with mean bid_floor 5.5; 3 sessions in app 'com.slippy.linerusher', 38 ad_requests with mean bid_floor 5.5; 33 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 521 ad_requests with mean bid_floor 6.9, 1 clicks of adomain 'mhitpoker.com', 1 impressions of adomain 'mhitpoker.com' with mean price 24.1, 4 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 19.5, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 34.4; 3 sessions in app 'com.wixot.drivequest', 69 ad_requests with mean bid_floor 1.4; 5 sessions in app 'fancy.jigsaw.art.puzzle', 103 ad_requests with mean bid_floor 2.6, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'arthouseseattle.com' with mean price 0.5, 1 impressions of adomain 'barclaybroadway.com' with mean price 0.7, 1 impressions of adomain 'cdw.com' with mean price 0.5, 1 impressions of adomain 'eagletire.com' with mean price 0.4, 2 impressions of adomain 'emersonseattle.com' with mean price 0.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'goldbond.com' with mean price 0.3, 1 impressions of adomain 'grandstreetcommons.com' with mean price 0.7, 1 impressions of adomain 'hollandresidential.com' with mean price 1.0, 4 impressions of adomain 'jackapts.com' with mean price 0.5, 1 impressions of adomain 'johnlscott.com' with mean price 0.5, 2 impressions of adomain 'madroneseattle.com' with mean price 0.6, 1 impressions of adomain 'midtownsquare.com' with mean price 0.5, 1 impressions of adomain 'securityproperties.com' with mean price 1.2, 2 impressions of adomain 'sessionapartments.com' with mean price 0.6, 3 impressions of adomain 'stellarseattle.com' with mean price 0.8, 9 impressions of adomain 'summitatmadisonpark.com' with mean price 0.9, 1 impressions of adomain 'unionparkapartments.com' with mean price 0.4; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 3.3; 2 sessions in app 'jp.co.goodroid.hyper.hexaaway', 60 ad_requests with mean bid_floor 1.1, 2 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'experienceolympia.com' with mean price 0.4, 1 impressions of adomain 'flagstaffarizona.org' with mean price 0.4, 1 impressions of adomain 'iheart.com' with mean price 0.1, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'temu.com' with mean price 0.1, 2 impressions of adomain 'visitbend.com' with mean price 0.3, 1 impressions of adomain 'visitkent.com' with mean price 0.4, 1 impressions of adomain 'wallawalla.org' with mean price 0.5; 1 sessions in app 'jp.gl3inc.cannonthemall', 9 ad_requests with mean bid_floor 0.0; 10 sessions in app 'linkdesks.tile.match.fun', 143 ad_requests with mean bid_floor 50.3; 7 sessions in app 'nut.sort.color.puzzle.offline.games', 138 ad_requests with mean bid_floor 58.0; 18 sessions in app 'solitaire.collection.klondike.spider.freecell.tripeaks.pyramid.cardgame', 65 ad_requests with mean bid_floor 29.9; 2 sessions in app 'sorting.games.goods.sort.triple.match3d.puzzle.stuff', 53 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'aspercreme.com' with mean price 0.3, 1 impressions of adomain 'goldbond.com' with mean price 0.5, 1 impressions of adomain 'kimcrawfordwines.com' with mean price 0.2, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 2 impressions of adomain 'murdochs.com' with mean price 1.0, 1 impressions of adomain 'progressive.com' with mean price 0.8; 1 sessions in app 'uk.co.aifactory.checkersfree', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'uk.co.aifactory.chessfree', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'uk.co.aifactory.ginrummyfree', 3 ad_requests with mean bid_floor 0.0; 7 sessions in app 'volumebooster.bassbooster.sound.speaker.equalizer', 22 ad_requests with mean bid_floor 5.9];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 23:54:43;0_timestamp is 2025-02-07 23:54:43;time_since_impression_in_hours is 544;channel is 'USA/V/chartboost-android-sdk/com.un2.digitrun/True/98';time_since_click_in_hours is 544;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.386978167734623;partition is 2097
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '8855432a-b7e8-44b1-b958-f9b6fc1c92c7';uuid is '084d95a4-1084-4d9f-b27d-a22a8db7aa93';bid_timestamp is '2024-12-14 0:45:58';device_id is '8855432a-b7e8-44b1-b958-f9b6fc1c92c7';biddate is '2024-12-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 66.9894206652721;target_cpi is 4;campaign is 57526;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 209.320695;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 10167 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.26;prior_theme_impressions_count is 8;prior_tag_clicks_count is 11 ;time_since_click is 10148;hour is '2024-12-14 00:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[1 sessions in app 'air.com.sgn.cookiejam.gp', 13 ad_requests with mean bid_floor 564.9; 7 sessions in app 'com.Neurononfire.SupremeDuelist', 33 ad_requests with mean bid_floor 7.7; 1 sessions in app 'com.agminstruments.drumpadmachine', 75 ad_requests with mean bid_floor 62.8, 2 impressions of adomain 'hallmark.com' with mean price 2.3; 1 sessions in app 'com.bus.fever.car.parking.jam.color.match3d.puzzle.games', 10 ad_requests with mean bid_floor 20.6; 1 sessions in app 'com.cdg.tictactoe', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.neapxnlhwk.woodnuts', 15 ad_requests with mean bid_floor 18.0, 4 impressions of adomain 'forever21.com' with mean price 0.5, 2 impressions of adomain 'superplay.co' with mean price 0.2; 1 sessions in app 'com.partyup.blockjam', 10 ad_requests with mean bid_floor 5.8; 1 sessions in app 'com.playoneer.cardmatchsolitaire', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.rc.cityCleaner', 9 ad_requests with mean bid_floor 28.6; 2 sessions in app 'com.scopely.yux', 21 ad_requests with mean bid_floor 7.7; 1 sessions in app 'com.starplay.spider.fighter.openworld', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.traffic.jam.hop.on', 12 ad_requests with mean bid_floor 11.5; 1 sessions in app 'com.uc.minigame.relax', 28 ad_requests with mean bid_floor 3.8; 2 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 14 ad_requests with mean bid_floor 11.8, 1 impressions of adomain 'bidease.com_101931' with mean price 0.6; 2 sessions in app 'io.voodoo.holeio', 54 ad_requests with mean bid_floor 7.8, 2 impressions of adomain 'rockinprotein.com' with mean price 2.0; 1 sessions in app 'solitaire.tripeaks.design.free.card.games.house.home.decor', 4 ad_requests with mean bid_floor 10.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-14 0:49:00;time_since_impression_in_hours is 2;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.883861430348776;partition is 257
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '58570df9-6379-4066-974b-e18972451321';uuid is '29d826d9-28c0-48b8-b144-c016cefb0851';bid_timestamp is '2024-12-21 3:59:22';device_id is '58570df9-6379-4066-974b-e18972451321';biddate is '2024-12-21';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 21.4654134703076;target_cpi is 3.96886400054469;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 6.827119;placement_historical_value is 23.344111;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 2.33;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-21 03:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[4 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 163 ad_requests with mean bid_floor 25.1, 5 impressions of adomain 'walmart.com' with mean price 1.7; 11 sessions in app 'com.fiogonia.dominoes', 2735 ad_requests with mean bid_floor 53.2; 1 sessions in app 'com.fiogonia.spades', 17 ad_requests with mean bid_floor 18.5; 25 sessions in app 'com.psafe.msuite', 37 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 8.2; 45 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 3680 ad_requests with mean bid_floor 0.9, 1 impressions of adomain 'chime.com' with mean price 5.5, 2 impressions of adomain 'flashrewards.co' with mean price 6.4, 1 impressions of adomain 'lootlane.us' with mean price 9.1, 1 clicks of adomain 'lyft.com', 1 impressions of adomain 'lyft.com' with mean price 5.0, 3 impressions of adomain 'mdmexclusives.com' with mean price 5.7, 2 impressions of adomain 'samplesbuddy.com' with mean price 10.6, 1 clicks of adomain 'temu.com', 16 impressions of adomain 'temu.com' with mean price 12.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-21 4:05:09;time_since_impression_in_hours is 0;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 0;fast_click_2h is 0;rnd is 0.870389202008017;partition is 877
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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 .
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OK ,I got an adtech request with following features: idfa is 'a2d1b77d-362f-4fb7-9eae-ec7094bfa831';uuid is '4ae1d87c-78c0-4be7-9b39-3db91766443d';bid_timestamp is '2024-12-16 10:32:53';device_id is 'a2d1b77d-362f-4fb7-9eae-ec7094bfa831';biddate is '2024-12-16';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 126.664302852937;target_cpi is 7.36792463017815;campaign is 57537;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 2.101788 ;min_floor is 1.6006 ;bidmachine_placement_value is 25.44;placement_historical_value is ;third_party_bid_price is 2.101788;prior_tag_impressions_count is 3 ;time_since_impression is 3270934 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.92;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is 3270929;hour is '2024-12-16 10:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'wkkellogg.com' with mean price 1.1; 21 sessions in app 'com.blackout.spades', 1220 ad_requests with mean bid_floor 41.1, 6 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.7, 1 impressions of adomain 'depend.com' with mean price 0.3, 2 impressions of adomain 'dyson.com' with mean price 0.7, 4 impressions of adomain 'futureplaygames.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 3 clicks of adomain 'pinterest.com', 5 impressions of adomain 'pinterest.com' with mean price 52.7, 1 impressions of adomain 'playtika.com' with mean price 0.4, 5 impressions of adomain 'vwu.edu' with mean price 0.4, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.3; 1 sessions in app 'com.easybrain.word.puzzle.game', 40 ad_requests with mean bid_floor 22.8; 8 sessions in app 'com.fairy.tale.happy.paint.by.number.coloring.game', 73 ad_requests with mean bid_floor 4.4, 1 impressions of adomain 'admile.com' with mean price 0.4, 3 impressions of adomain 'nubeqa-us.com' with mean price 1.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.2, 1 impressions of adomain 'pinterest.com' with mean price 34.7, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 3 sessions in app 'com.lionstudios.mrbullet', 59 ad_requests with mean bid_floor 3.8; 44 sessions in app 'com.mintgames.jigsawmaster', 193 ad_requests with mean bid_floor 7.5; 2 sessions in app 'dk.tactile.lilysgarden', 9 ad_requests with mean bid_floor 75.1; 1 sessions in app 'in.crossy.daily_crossword', 18 ad_requests with mean bid_floor 20.0, 1 impressions of adomain 'hadenclaims.com' with mean price 0.3; 15 sessions in app 'kjv.bible.kingjamesbible', 113 ad_requests with mean bid_floor 30.6; 1 sessions in app 'se.maginteractive.rumble.free', 2 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 2024-12-16 10:36:42;time_since_impression_in_hours is 908;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 909;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.0366354546542559;partition is 1334
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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 .
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OK ,I got an adtech request with following features: idfa is '01b849d0-ee21-4d7a-b258-ced7905e4ad7';uuid is '020f41da-a1c5-4492-83a8-6606eec5511f';bid_timestamp is '2025-01-27 4:23:49';device_id is '01b849d0-ee21-4d7a-b258-ced7905e4ad7';biddate is '2025-01-27';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 35.5919358864375;target_cpi is 1.17600659237947;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 35.333333;placement_historical_value is 43.922054;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 4.31;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-27 04:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'ai.socialapps.speakmaster', 6 ad_requests with mean bid_floor 28.9; 1 sessions in app 'archery.clash.tournament', 8 ad_requests with mean bid_floor 1.5; 3 sessions in app 'com.aigc.ushow.ichat', 5 ad_requests with mean bid_floor 19.2; 1 sessions in app 'com.animal.hunter.sniper', 28 ad_requests with mean bid_floor 26.1; 1 sessions in app 'com.art.pixel.black.girl.games.paint.color.by.numbers', 9 ad_requests with mean bid_floor 6.5; 2 sessions in app 'com.baliuapps.superapp', 11 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.baliuapps.superapp.light', 8 ad_requests with mean bid_floor 2.8; 38 sessions in app 'com.bbumgames.opa', 1056 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.bg.shooting.cs.contractsniper', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.bigcake.android.solitairefish', 7 ad_requests with mean bid_floor 10.4; 1 sessions in app 'com.biglime.cookingmadness', 19 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.blackout.bubble', 6 ad_requests with mean bid_floor 3.8; 7 sessions in app 'com.browserzheng.foundernews', 29 ad_requests with mean bid_floor 9.1; 1 sessions in app 'com.corestudios.storemanagementidle', 12 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.crazyart.art.puzzle.jigsaw.game', 6 ad_requests with mean bid_floor 2.1; 126 sessions in app 'com.enflick.android.TextNow', 222 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.evogames.duoshooter', 10 ad_requests with mean bid_floor 50.2; 1 sessions in app 'com.freeplaysultanov.shootit', 8 ad_requests with mean bid_floor 0.9; 1 sessions in app 'com.fugo.solitaire.tripeaks', 5 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.gamee.dragon.kingdom.castle.match.story.puzzle', 12 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.gimica.solitaireverse', 10 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.heli.monsters', 83 ad_requests with mean bid_floor 26.8; 1 sessions in app 'com.joyvendor.cryptogram.android.en', 12 ad_requests with mean bid_floor 3.9, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.1; 2 sessions in app 'com.justplay.app', 13 ad_requests with mean bid_floor 2.6; 171 sessions in app 'com.launcher.icecream', 5412 ad_requests with mean bid_floor 27.6, 1 impressions of adomain 'bigo.tv' with mean price 18.1; 1 sessions in app 'com.librasoftworks.joy', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.matryoshka.cookinglive', 49 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.maveragames.FriedChickenRoyales', 5 ad_requests with mean bid_floor 1.4; 514 sessions in app 'com.metropcs.metrozone', 3009 ad_requests with mean bid_floor 96.4; 2 sessions in app 'com.miniit.brain', 145 ad_requests with mean bid_floor 85.4; 1 sessions in app 'com.miniit.save.the.guy.game', 8 ad_requests with mean bid_floor 47.2; 1 sessions in app 'com.mulheres.dasbible', 6 ad_requests with mean bid_floor 79.0; 1 sessions in app 'com.newpubco.spades', 28 ad_requests with mean bid_floor 12.7, 1 impressions of adomain 'parking3d.gurugame.ai' with mean price 37.8; 3 sessions in app 'com.one.m2.world', 29 ad_requests with mean bid_floor 14.8; 2 sessions in app 'com.outfit7.mytalkingtom2', 4 ad_requests with mean bid_floor 6.2, 1 impressions of adomain 'livelerner.com' with mean price 1.3; 3 sessions in app 'com.playvalve.spades', 80 ad_requests with mean bid_floor 89.2, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'paramount.com' with mean price 0.4; 1 sessions in app 'com.puzzle.carmatch', 1 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.redlinegames.attackhole', 12 ad_requests with mean bid_floor 57.9; 4 sessions in app 'com.rescue.agent', 182 ad_requests with mean bid_floor 42.5; 1 sessions in app 'com.rubygames.doctorcare', 10 ad_requests with mean bid_floor 3.9; 16 sessions in app 'com.smart.applock.iteao', 318 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.sportbrain.jewelpuzzle', 1 ad_requests with mean bid_floor 117.0; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 2.7; 2 sessions in app 'com.wildcard.spadespop', 70 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.youmusic.magictiles', 14 ad_requests with mean bid_floor 123.8; 2 sessions in app 'com.zm.crossmath', 148 ad_requests with mean bid_floor 45.0, 1 impressions of adomain 'ads.netapop.com' with mean price 0.2, 1 impressions of adomain 'callapp.com' with mean price 0.1, 3 impressions of adomain 'homes.com' with mean price 0.1, 1 impressions of adomain 'hystlerunn.com' with mean price 0.1, 1 impressions of adomain 'justdice.io' with mean price 0.4, 5 impressions of adomain 'papayagaming.com' with mean price 0.2, 1 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'ultimahealth.com' with mean price 0.3, 2 impressions of adomain 'walgreens.com' with mean price 0.6; 21 sessions in app 'daily.number.match.free.puzzle', 381 ad_requests with mean bid_floor 20.3, 1 impressions of adomain 'amazon.com' with mean price 0.9, 2 impressions of adomain 'homes.com' with mean price 0.3, 1 impressions of adomain 'murdochs.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.5; 1 sessions in app 'de.empfohlen', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'free.os.jump.superbros.adventure.world', 13 ad_requests with mean bid_floor 7.4; 1 sessions in app 'io.supercent.burgeridle', 10 ad_requests with mean bid_floor 9.6; 6 sessions in app 'io.supercent.linkedcubic', 215 ad_requests with mean bid_floor 3.2; 6 sessions in app 'io.supercent.pizzaidle', 144 ad_requests with mean bid_floor 15.8; 2 sessions in app 'neon.pro.mob', 8 ad_requests with mean bid_floor 0.7; 6 sessions in app 'net.peakgames.mobile.spades.android', 243 ad_requests with mean bid_floor 30.7; 10 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 334 ad_requests with mean bid_floor 3.2, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 35.6];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 2025-01-27 4:28:49;time_since_impression_in_hours is 0;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 0;fast_click_2h is 0;rnd is 0.0298820351774721;partition is 3935
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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 .
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OK ,I got an adtech request with following features: idfa is 'ab7f5c2d-2fc2-444b-b5d9-0471be8924d1';uuid is '1c5260f0-7911-4254-81cc-3b09f0be8e92';bid_timestamp is '2025-02-07 17:23:33';device_id is 'ab7f5c2d-2fc2-444b-b5d9-0471be8924d1';biddate is '2025-02-07';country is 'USA';app is 'gin.rummy.plus.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 130.372604013298;target_cpi is 3;campaign is 58319;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 40.049 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.083333;placement_historical_value is ;third_party_bid_price is 40.049;prior_tag_impressions_count is 1 ;time_since_impression is 94299 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 7.39;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 94291;hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[6 sessions in app 'bible.pray.daily.women.offline.kjv', 9 ad_requests with mean bid_floor 70.7; 1 sessions in app 'com.baf.connectballs', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.bbumgames.opa', 16 ad_requests with mean bid_floor 17.0; 7 sessions in app 'com.bbumgames.rummystars', 121 ad_requests with mean bid_floor 21.3; 2 sessions in app 'com.cooking.world.chef.craze.restaurant.fever.free', 2 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.daily.bible.trivia.android', 69 ad_requests with mean bid_floor 24.3; 1 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 8 ad_requests with mean bid_floor 13.7; 1 sessions in app 'com.fiogonia.gin', 3 ad_requests with mean bid_floor 2.8; 8 sessions in app 'com.fiogonia.spades', 187 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.fun.frenzy.trivia.android', 8 ad_requests with mean bid_floor 12.5; 15 sessions in app 'com.mattel163.skipbo', 145 ad_requests with mean bid_floor 35.0, 1 impressions of adomain 'justplayapps.com' with mean price 2.3, 2 impressions of adomain 'textnow.com' with mean price 4.5; 1 sessions in app 'com.mobilityware.Hearts', 5 ad_requests with mean bid_floor 51.6; 6 sessions in app 'com.peoplefun.wordcross', 252 ad_requests with mean bid_floor 11.1, 1 impressions of adomain 'callapp.com' with mean price 0.1, 2 impressions of adomain 'cash.app' with mean price 0.2, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 0.2, 1 impressions of adomain 'com.asselin.android.luckylegends' with mean price 0.2, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.2, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.1, 1 impressions of adomain 'com.quiz.talent.machine' with mean price 0.2, 2 impressions of adomain 'jorisson.com' with mean price 0.4, 1 impressions of adomain 'kashkick.com' with mean price 0.1, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.2, 1 impressions of adomain 'scrambly.io' with mean price 0.2, 2 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'textnow.com' with mean price 0.4; 4 sessions in app 'com.platinumplayer.word.addict', 122 ad_requests with mean bid_floor 17.8, 2 impressions of adomain 'jorisson.com' with mean price 4.5; 7 sessions in app 'com.playvalve.spades', 122 ad_requests with mean bid_floor 55.3, 1 impressions of adomain 'joinpropel.com' with mean price 1.5; 1 sessions in app 'com.randomlogicgames.triviagame', 1 ad_requests with mean bid_floor 6.9; 9 sessions in app 'com.sciplay.dancingdrumsslots', 26 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.severex.bingo.lottery.number', 11 ad_requests with mean bid_floor 15.6, 1 impressions of adomain 'justdice.io' with mean price 2.6; 2 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 23 ad_requests with mean bid_floor 25.9; 5 sessions in app 'com.staplegames.spades', 12 ad_requests with mean bid_floor 40.8; 3 sessions in app 'com.tripledot.blackjack', 31 ad_requests with mean bid_floor 16.5; 3 sessions in app 'com.trivia.star.android', 42 ad_requests with mean bid_floor 26.1; 22 sessions in app 'com.wildcard.spadespop', 170 ad_requests with mean bid_floor 8.0; 2 sessions in app 'hang.man.word.guessing.games', 56 ad_requests with mean bid_floor 128.0; 3 sessions in app 'kjvbible.verse.daily.bible.prayer', 11 ad_requests with mean bid_floor 6.9; 3 sessions in app 'traffic.parking.jam.escape.car3d.games', 28 ad_requests with mean bid_floor 13.9];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 17:56:15;time_since_impression_in_hours is 26;channel is 'USA/I/bidmachine/gin.rummy.plus.free.online.offline.classic.card.game/False/482';time_since_click_in_hours is 26;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.777377674113895;partition is 1916
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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 .
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OK ,I got an adtech request with following features: idfa is '6474200b-92b5-4c03-a7d0-1af3ff46ff62';uuid is 'f32b1546-1a81-40cb-9a0b-ee278d349631';bid_timestamp is '2024-12-24 7:59:42';device_id is '6474200b-92b5-4c03-a7d0-1af3ff46ff62';biddate is '2024-12-24';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 113.002269332445;target_cpi is 3.83986671374685;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 1 ;time_since_impression is 125587 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.11;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 125575;hour is '2024-12-24 07:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[10 sessions in app 'bitcoin.minning.com', 81 ad_requests with mean bid_floor 15.5; 3 sessions in app 'casino.legendary.cash.slots.android', 17 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.camscanner.documentscanner.pdfscanner.textscanner.photos.scanner', 1 ad_requests with mean bid_floor 5.2; 39 sessions in app 'com.miniclip.eightballpool', 195 ad_requests with mean bid_floor 25.5];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 2024-12-24 8:09:23;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 35;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.784918737874263;partition is 3284
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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 .
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OK ,I got an adtech request with following features: idfa is '31b63d18-9e40-4505-8c30-a1c7ec5910d7';uuid is '0f155a55-cbd8-4824-a8e2-7ab57cba8202';bid_timestamp is '2025-01-29 13:06:45';device_id is '31b63d18-9e40-4505-8c30-a1c7ec5910d7';biddate is '2025-01-29';country is 'USA';app is 'com.magnifyingglass.magnifiercamera';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'chartboost-android-sdk';raw_price is 0.35185;target_cpi is 0.3;campaign is 58188;creative_id is 229453;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.34185 ;min_floor is 0.34185 ;bidmachine_placement_value is 0.791045;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 '2025-01-29 13:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[6 sessions in app 'com.magnifyingglass.magnifiercamera', 479 ad_requests with mean bid_floor 16.6; 2 sessions in app 'com.newpubco.spades', 41 ad_requests with mean bid_floor 16.1];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 2025-01-29 13:12:30;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.magnifyingglass.magnifiercamera/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.341431923502323;partition is 4066
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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 .
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OK ,I got an adtech request with following features: idfa is '48cfb9cd-6610-4440-a96f-f97e5d312d99';uuid is '22009b86-983d-41e1-afa5-9ed251d90c0e';bid_timestamp is '2025-01-17 10:11:06';device_id is '48cfb9cd-6610-4440-a96f-f97e5d312d99';biddate is '2025-01-17';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 8.50872951205729;target_cpi is 5.65833616711028;campaign is 57948;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 39.75;placement_historical_value is 8.337211;third_party_bid_price is ;prior_tag_impressions_count is 38 ;time_since_impression is 169534 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.81;prior_theme_impressions_count is 38;prior_tag_clicks_count is 2 ;time_since_click is 22038706;hour is '2025-01-17 10:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[17 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 1731 ad_requests with mean bid_floor 17.6, 1 impressions of adomain 'akkerman.com' with mean price 1.4, 1 impressions of adomain 'astrazeneca.com' with mean price 0.2, 1 impressions of adomain 'cabinetmagic.com' with mean price 0.4, 2 impressions of adomain 'carnival.com' with mean price 0.2, 3 impressions of adomain 'collegesoflaw.edu' with mean price 0.2, 1 impressions of adomain 'commissaries.com' with mean price 0.4, 1 impressions of adomain 'continentalsteel.com' with mean price 1.4, 1 impressions of adomain 'crumblcookies.com' with mean price 0.1, 1 impressions of adomain 'depend.com' with mean price 0.9, 3 impressions of adomain 'expedia.com' with mean price 0.1, 3 impressions of adomain 'flemingssteakhouse.com' with mean price 0.2, 2 impressions of adomain 'frederickwildman.com' with mean price 0.2, 5 impressions of adomain 'hhs.gov' with mean price 0.2, 6 impressions of adomain 'huggies.com' with mean price 0.2, 3 impressions of adomain 'kaiserpermanente.org' with mean price 0.2, 1 impressions of adomain 'kellanova.com' with mean price 0.5, 2 impressions of adomain 'kikkomanusa.com' with mean price 0.1, 4 impressions of adomain 'lacarecovered.org' with mean price 0.7, 1 impressions of adomain 'latimes.com' with mean price 0.1, 1 impressions of adomain 'love.vet' with mean price 0.4, 6 impressions of adomain 'meiomi.com' with mean price 0.2, 2 impressions of adomain 'mgmresorts.com' with mean price 0.1, 3 impressions of adomain 'mylowcostauto.com' with mean price 0.1, 6 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 1 impressions of adomain 'noblecu.com' with mean price 0.2, 7 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 3 impressions of adomain 'pacificfoods.com' with mean price 0.2, 1 impressions of adomain 'pensketoyota.com' with mean price 0.2, 4 impressions of adomain 'riunite.com' with mean price 0.2, 26 impressions of adomain 'rossier.usc.edu' with mean price 0.2, 2 impressions of adomain 'rtrk.com' with mean price 1.1, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 1 impressions of adomain 'shakeys.com' with mean price 0.1, 2 impressions of adomain 'sling.com' with mean price 0.1, 2 impressions of adomain 'subaru.com' with mean price 0.1, 4 impressions of adomain 'udot.utah.gov' with mean price 0.3, 26 impressions of adomain 'walmart.com' with mean price 1.0, 27 impressions of adomain 'wescom.org' with mean price 0.2, 2 impressions of adomain 'westmedical.com' with mean price 0.5; 56 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 5580 ad_requests with mean bid_floor 5.9, 1 impressions of adomain 'aak.com' with mean price 0.2, 20 impressions of adomain 'amazon.com' with mean price 0.4, 22 impressions of adomain 'att.com' with mean price 0.6, 1 impressions of adomain 'backdropsource.com' with mean price 1.3, 2 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'bestbuy.com' with mean price 0.4, 1 impressions of adomain 'calhope.org' with mean price 0.6, 3 impressions of adomain 'centricsoftware.com' with mean price 0.8, 1 impressions of adomain 'choosechangeca.org' with mean price 0.4, 5 impressions of adomain 'circuscircus.com' with mean price 0.2, 1 impressions of adomain 'cleanlabelgourmetfoods.com' with mean price 0.5, 1 impressions of adomain 'click2cart.com' with mean price 0.3, 13 impressions of adomain 'coveredca.com' with mean price 1.9, 1 impressions of adomain 'cremocompany.com' with mean price 0.4, 9 impressions of adomain 'cricketwireless.com' with mean price 0.2, 2 impressions of adomain 'crownlaboratories.com' with mean price 0.6, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'differin.com' with mean price 0.8, 1 impressions of adomain 'discover.com' with mean price 0.4, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 4 impressions of adomain 'drvince.com' with mean price 0.1, 2 impressions of adomain 'elanco.us' with mean price 0.3, 2 impressions of adomain 'etechgroup.com' with mean price 0.7, 1 impressions of adomain 'federicibrands.com' with mean price 0.8, 1 impressions of adomain 'figlobal.com' with mean price 0.7, 1 impressions of adomain 'flyyestechnology.com' with mean price 14.4, 1 impressions of adomain 'forafinancial.com' with mean price 0.9, 3 impressions of adomain 'fortispay.com' with mean price 2.0, 1 impressions of adomain 'frontrowmd.com' with mean price 1.1, 1 impressions of adomain 'gemtesa.com' with mean price 0.8, 6 impressions of adomain 'google.com' with mean price 0.4, 6 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'huggies.com' with mean price 0.2, 2 impressions of adomain 'iftutah.org' with mean price 0.1, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 1 impressions of adomain 'innovage.com' with mean price 0.1, 8 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'jackinthebox.com' with mean price 0.1, 4 impressions of adomain 'kaiserpermanente.org' with mean price 0.5, 1 impressions of adomain 'kellanova.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'kindsnacks.com' with mean price 0.3, 1 impressions of adomain 'la-z-boy.com' with mean price 0.4, 1 impressions of adomain 'lacarecovered.org' with mean price 0.6, 1 impressions of adomain 'latimes.com' with mean price 0.1, 7 impressions of adomain 'linkedin.com' with mean price 8.3, 2 impressions of adomain 'luxottica.com' with mean price 1.6, 7 impressions of adomain 'mikmak.ai' with mean price 0.4, 1 impressions of adomain 'mrsmeyers.com' with mean price 0.8, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 2 impressions of adomain 'novonesis.com' with mean price 1.0, 2 impressions of adomain 'nu-solutions.com' with mean price 0.6, 2 impressions of adomain 'okeeffescompany.com' with mean price 0.5, 1 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'ophionsecurity.com' with mean price 0.1, 18 impressions of adomain 'ozempic.com' with mean price 0.9, 2 impressions of adomain 'pacificfoods.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 29 impressions of adomain 'pearcommerce.com' with mean price 0.3, 1 impressions of adomain 'peco-inspx.com' with mean price 1.1, 1 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'rockportia.com' with mean price 0.2, 2 impressions of adomain 'rossier.usc.edu' with mean price 0.5, 3 impressions of adomain 'samsung.com' with mean price 1.0, 2 impressions of adomain 'sling.com' with mean price 0.2, 1 impressions of adomain 'spectrum.com' with mean price 2.3, 1 impressions of adomain 'sportsbusinessjournal.com' with mean price 0.2, 1 impressions of adomain 'subaru.com' with mean price 0.1, 2 impressions of adomain 'supplychainnow.com' with mean price 0.6, 9 impressions of adomain 'tbmcg.com' with mean price 0.9, 1 impressions of adomain 'trees.org' with mean price 40.2, 2 impressions of adomain 'ufppackaging.com' with mean price 0.5, 1 impressions of adomain 'umassglobal.edu' with mean price 0.4, 1 impressions of adomain 'uplinq.ai' with mean price 1.0, 1 impressions of adomain 'uscvhh.org' with mean price 0.5, 124 impressions of adomain 'walmart.com' with mean price 1.9, 7 impressions of adomain 'wealthenhancement.com' with mean price 0.6, 6 impressions of adomain 'wellsfargo.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'xpages.co' with mean price 1.4, 1 impressions of adomain 'yumaaz.gov' with mean price 0.1; 19 sessions in app 'com.arcadiastudio.mahjong.puzzle', 327 ad_requests with mean bid_floor 688.1, 1 impressions of adomain 'amazon.com' with mean price 1.4, 2 impressions of adomain 'samsung.com' with mean price 1.2; 15 sessions in app 'com.baf.connectballs', 37 ad_requests with mean bid_floor 3.8; 14 sessions in app 'com.bigcake.android.classicdominoes', 320 ad_requests with mean bid_floor 20.4, 5 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'bajafresh.com' with mean price 0.6, 2 impressions of adomain 'crownlaboratories.com' with mean price 1.0, 4 impressions of adomain 'disneyplus.com' with mean price 0.7, 2 impressions of adomain 'elac.edu' with mean price 1.2, 1 impressions of adomain 'elitepsychologygroup.com' with mean price 0.7, 1 impressions of adomain 'galderma.com' with mean price 2.2, 1 impressions of adomain 'livebeyondca.org' with mean price 1.1, 1 impressions of adomain 'lumabuilt.com' with mean price 1.8, 2 impressions of adomain 'moroccanoil.com' with mean price 2.9, 1 impressions of adomain 'neutrogena.com' with mean price 1.0, 1 impressions of adomain 'raid.com' with mean price 1.0, 1 impressions of adomain 'sac.edu' with mean price 1.4, 1 impressions of adomain 'umassglobal.edu' with mean price 1.8, 1 impressions of adomain 'zquiet.com' with mean price 0.8; 1 sessions in app 'com.econogames.bible.versepuzzle.gp', 14 ad_requests with mean bid_floor 3.6, 2 impressions of adomain 'disneyplus.com' with mean price 0.6; 10 sessions in app 'com.insbraingames.peacetile.gp', 163 ad_requests with mean bid_floor 9.0, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'deschutesbrewery.com' with mean price 1.6, 4 impressions of adomain 'la-z-boy.com' with mean price 0.2; 31 sessions in app 'com.intensedev.biblesolitaire.gp', 277 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.mintgames.jigsawmaster', 1 ad_requests with mean bid_floor 7.8; 65 sessions in app 'com.puzzle.pool.android', 600 ad_requests with mean bid_floor 28.7; 26 sessions in app 'com.solitaire.klondike.fish.aquarium.cardgames', 123 ad_requests with mean bid_floor 5.2; 33 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1864 ad_requests with mean bid_floor 14.2, 2 impressions of adomain 'albertsons.com' with mean price 2.6, 4 impressions of adomain 'metabolicmaintenance.com' with mean price 13.3, 1 impressions of adomain 'newpub.co' with mean price 10.0, 1 clicks of adomain 'newpub.co/spades', 9 impressions of adomain 'newpub.co/spades' with mean price 13.2; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 9.9; 2 sessions in app 'com.tripledot.woodoku', 19 ad_requests with mean bid_floor 4.4; 33 sessions in app 'com.vitastudio.mahjong', 535 ad_requests with mean bid_floor 14.9, 15 impressions of adomain 'amazon.com' with mean price 1.0, 2 impressions of adomain 'americansenior.com' with mean price 0.8, 1 impressions of adomain 'distrokid.com' with mean price 0.1, 1 impressions of adomain 'galderma.com' with mean price 1.2, 1 impressions of adomain 'icangotocollege.com' with mean price 1.3, 1 impressions of adomain 'jobs.bswhealth.com' with mean price 0.5, 1 impressions of adomain 'kaiserpermanente.org' with mean price 0.3, 6 impressions of adomain 'lacarecovered.org' with mean price 0.5, 13 impressions of adomain 'samsung.com' with mean price 0.8, 6 impressions of adomain 'spectrum.com' with mean price 1.2; 7 sessions in app 'game.cards.solitaire.klondike.fish', 7 ad_requests with mean bid_floor 47.9; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 10.6; 4 sessions in app 'in.playsimple.wordtrip', 15 ad_requests with mean bid_floor 11.5; 7 sessions in app 'kidultlovin.word.zen', 482 ad_requests with mean bid_floor 61.2, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'astrazeneca.com' with mean price 1.4, 1 impressions of adomain 'bestbuy.com' with mean price 0.3, 2 impressions of adomain 'kimberly-clark.com' with mean price 0.4, 1 impressions of adomain 'nowfoods.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'santanderus.com' with mean price 0.5, 4 impressions of adomain 'walmart.com' with mean price 1.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 47;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 6122;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.339805096598261;partition is 4066
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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 .
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OK ,I got an adtech request with following features: idfa is '2a94f8bd-6ad2-491d-9b4a-9dba07637d58';uuid is '9a25de54-d543-4162-8eaa-0b25d0d35da3';bid_timestamp is '2024-12-17 22:33:42';device_id is '2a94f8bd-6ad2-491d-9b4a-9dba07637d58';biddate is '2024-12-17';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 7.46658096997826;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 44.915254;placement_historical_value is 6.2389;third_party_bid_price is ;prior_tag_impressions_count is 19 ;time_since_impression is 15665643 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.88;prior_theme_impressions_count is 19;prior_tag_clicks_count is 1 ;time_since_click is 15668751;hour is '2024-12-17 22:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[1 sessions in app 'com.cassette.airborneattack', 20 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.haegin.extremegolf', 1 ad_requests with mean bid_floor 5.2; 20 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 1195 ad_requests with mean bid_floor 16.2, 1 impressions of adomain 'pepsico.com' with mean price 0.4, 1 impressions of adomain 'tech.pokergaga.net' with mean price 7.0, 12 impressions of adomain 'walgreens.com' with mean price 0.7, 2 impressions of adomain 'wisewaveltd.com' with mean price 15.0; 41 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1557 ad_requests with mean bid_floor 10.9, 3 impressions of adomain 'newpub.co' with mean price 11.3, 7 impressions of adomain 'newpub.co/spades' with mean price 15.0; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 5.0; 1 sessions in app 'pranksounds.airhorn.haircut.fart.funnysounds', 3 ad_requests with mean bid_floor 5.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 4351;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 4352;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.309478072927424;partition is 4066
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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 .
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OK ,I got an adtech request with following features: idfa is 'a9953fe3-a379-4a51-bf8a-7a816cd05268';uuid is '10df96bb-ae66-4610-926e-2acb24644a13';bid_timestamp is '2024-12-20 17:41:07';device_id is 'a9953fe3-a379-4a51-bf8a-7a816cd05268';biddate is '2024-12-20';country is 'USA';app is 'com.policechief.uniforms.photosuit.photoframe.frames';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 20.3257113695144;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 1228 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 18.5606 ;min_floor is 18.5606 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-20 17:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[1 sessions in app 'com.agedstudio.ss.card.solitaire.klondike', 12 ad_requests with mean bid_floor 2.3; 3 sessions in app 'com.applock.plus.uguet', 68 ad_requests with mean bid_floor 3.5; 15 sessions in app 'com.browserzheng.foundernews', 496 ad_requests with mean bid_floor 9.1; 1 sessions in app 'com.christmas.photofram.photoedit.photocard', 135 ad_requests with mean bid_floor 15.1; 7 sessions in app 'com.easyfun.solitaire', 601 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'coca-cola.com' with mean price 0.6, 1 clicks of adomain 'flixchatter.net', 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 2 impressions of adomain 'learnings.ai' with mean price 0.2; 1 sessions in app 'com.eet.weather.launcher', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.fiogonia.solitaire', 13 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 6.7; 9 sessions in app 'com.flashlight.callflash.ringingbet', 323 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.free.spider.solitaire.card.game', 10 ad_requests with mean bid_floor 7.9; 3 sessions in app 'com.happysky.spider', 129 ad_requests with mean bid_floor 2.2; 5 sessions in app 'com.image.conveimage', 67 ad_requests with mean bid_floor 10.5; 1 sessions in app 'com.kidultlovin.royalsolitaire', 21 ad_requests with mean bid_floor 33.6; 1 sessions in app 'com.mintgames.ace.solitaire', 16 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.photosketch.isketch.colorstylepaint', 47 ad_requests with mean bid_floor 17.4; 1 sessions in app 'com.playvalve.solitaire', 20 ad_requests with mean bid_floor 129.6; 2 sessions in app 'com.solitaire.spider.patience.ocean.aquarium', 32 ad_requests with mean bid_floor 4.0; 4 sessions in app 'com.stridecounter.stepcalculation', 524 ad_requests with mean bid_floor 22.7; 3 sessions in app 'com.tripledot.solitaire', 917 ad_requests with mean bid_floor 8.2, 3 impressions of adomain 'beiersdorf.com' with mean price 0.6, 4 impressions of adomain 'cvs.com' with mean price 1.2, 1 impressions of adomain 'experiencesrliving.com' with mean price 0.7, 1 impressions of adomain 'libertytax.com' with mean price 1.1, 1 impressions of adomain 'pediasure.com' with mean price 0.7, 2 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'theraflu.com' with mean price 0.6, 1 impressions of adomain 'vicks.com' with mean price 0.5; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 4.6; 8 sessions in app 'com.vitastudio.solitaire', 65 ad_requests with mean bid_floor 15.3; 7 sessions in app 'com.vitastudio.spider', 115 ad_requests with mean bid_floor 13.2, 1 impressions of adomain 'aesindiana.com' with mean price 0.3, 1 impressions of adomain 'askrose.org' with mean price 1.0, 5 impressions of adomain 'basf.com' with mean price 0.5, 1 impressions of adomain 'brukinsa.com' with mean price 0.2, 1 impressions of adomain 'claconnect.com' with mean price 0.2, 2 impressions of adomain 'dramamine.com' with mean price 0.2, 1 impressions of adomain 'drinkolipop.com' with mean price 0.5, 1 impressions of adomain 'fleetlabs.com' with mean price 0.2, 1 impressions of adomain 'ftc.net' with mean price 0.1, 1 impressions of adomain 'in.gov' with mean price 1.1, 1 impressions of adomain 'jackinthebox.com' with mean price 0.2, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'operationsmile.org' with mean price 0.1, 3 impressions of adomain 'prettylitter.com' with mean price 0.3, 1 impressions of adomain 'rei.com' with mean price 0.2, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.1, 2 impressions of adomain 'taylorfarms.com' with mean price 0.5; 1 sessions in app 'com.zm.nuts', 9 ad_requests with mean bid_floor 2.8; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 7.5; 4 sessions in app 'in.playsimple.wordtrip', 21 ad_requests with mean bid_floor 8.9; 3 sessions in app 'io.supercent.mosquito', 74 ad_requests with mean bid_floor 2.9; 12 sessions in app 'schedule.note.tdl', 341 ad_requests with mean bid_floor 9.9; 7 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 38 ad_requests with mean bid_floor 29.0, 1 impressions of adomain 'azzippizza.com' with mean price 0.8, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'pokemongolive.com' with mean price 0.3, 1 impressions of adomain 'wooga.com' with mean price 0.3; 3 sessions in app 'solitaire.nostal.cardgame.puzzle', 58 ad_requests with mean bid_floor 180.3; 11 sessions in app 'spider.solitaire.card.games.free.klondike.patience', 106 ad_requests with mean bid_floor 3.3, 3 impressions of adomain 'checkout51.com' with mean price 0.2, 1 impressions of adomain 'kay.com' with mean price 0.9, 2 impressions of adomain 'pentlyconger.com' with mean price 0.1; 12 sessions in app 'spider.solitaire.card.games.free.no.ads.klondike.solitare.patience.king', 282 ad_requests with mean bid_floor 2.5, 2 impressions of adomain 'amazon.com' with mean price 1.4, 3 impressions of adomain 'chministries.org' with mean price 1.3, 1 impressions of adomain 'lavazza.com' with mean price 1.3, 1 impressions of adomain 'palmbeachshow.com' with mean price 1.5; 1 sessions in app 'spider.solitaire.classic.card.games.makeup', 3 ad_requests with mean bid_floor 3.6; 10 sessions in app 'yu.neo.cleanse', 704 ad_requests with mean bid_floor 11.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-20 17:46:45;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.policechief.uniforms.photosuit.photoframe.frames/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.789194932300571;partition is 999
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'eccf6a57-acfd-4005-92ce-5328180d1316';uuid is 'f98e38aa-1d5f-4369-9d0c-58f34fd6c41a';bid_timestamp is '2024-12-30 21:00:38';device_id is 'eccf6a57-acfd-4005-92ce-5328180d1316';biddate is '2024-12-30';country is 'USA';app is 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 20;target_cpi is 2;campaign is 57737;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 53;placement_historical_value is 19.168555;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 1.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-30 21:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[2 sessions in app 'co.livesatelliteview', 7 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.applock.launcher', 2 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.boatip.browser', 82 ad_requests with mean bid_floor 60.0; 11 sessions in app 'com.clean888.cleansuper.cleaner', 121 ad_requests with mean bid_floor 22.9, 1 impressions of adomain 'pentlyconger.com' with mean price 77.5; 9 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 467 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.fileorganizer.cabinet.efficient', 18 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 10.6; 15 sessions in app 'com.flashsecure.secure.browser888', 101 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.fugo.wowguru', 1 ad_requests with mean bid_floor 2.3; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 5.0; 4 sessions in app 'com.trivia.star.android', 170 ad_requests with mean bid_floor 119.9; 12 sessions in app 'com.vafra.browser', 302 ad_requests with mean bid_floor 9.1; 4 sessions in app 'com.vitastudio.solitaire', 4 ad_requests with mean bid_floor 7.2; 5 sessions in app 'com.wonderpeople.megahitpoker.global', 20 ad_requests with mean bid_floor 115.9; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 18.1; 16 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 278 ad_requests with mean bid_floor 3.3, 21 impressions of adomain 'allstarrents.com' with mean price 1.6, 1 impressions of adomain 'consumertestconnect.com' with mean price 23.8, 1 impressions of adomain 'haleon.com' with mean price 1.5, 1 impressions of adomain 'justplayapps.com' with mean price 1.5; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 7.0; 6 sessions in app 'ske.arbc.we.neat', 14 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 2024-12-30 21:08:09;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.681507402838642;partition is 3068
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '1225e38f-0dba-453f-8c8f-145adab1dc37';uuid is '1541445b-1bb9-4f0c-afc3-bf2d5b0cc471';bid_timestamp is '2024-12-23 4:29:08';device_id is '1225e38f-0dba-453f-8c8f-145adab1dc37';biddate is '2024-12-23';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 28.5063866525888;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.590837;placement_historical_value is 23.935972;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 2931174 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.72;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 13294376;hour is '2024-12-23 04:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[1 sessions in app 'com.block.game.jigsaw.puzzles', 2 ad_requests with mean bid_floor 10.8; 1 sessions in app 'com.fiogonia.spades', 27 ad_requests with mean bid_floor 46.6; 6 sessions in app 'com.hyilmaz.spades', 28 ad_requests with mean bid_floor 8.5; 14 sessions in app 'com.livemap.onlinecams.gps.navigation.streetview', 5203 ad_requests with mean bid_floor 15.8; 1 sessions in app 'com.pch.pchworld', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 7.7; 70 sessions in app 'com.playvalve.spades', 29989 ad_requests with mean bid_floor 76.5, 1 impressions of adomain 'agtrustaca.com' with mean price 0.5, 6 impressions of adomain 'albertsons.com' with mean price 0.4, 14 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bonadio.com' with mean price 1.3, 1 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'consumertestconnect.com' with mean price 10.3, 1 impressions of adomain 'crownlaboratories.com' with mean price 0.2, 2 impressions of adomain 'crunch.com' with mean price 1.5, 2 impressions of adomain 'dailyhighclub.com' with mean price 0.5, 1 impressions of adomain 'everydaywinner.net' with mean price 10.7, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'galderma.com' with mean price 0.4, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 0.9, 1 impressions of adomain 'izervay.com' with mean price 1.2, 1 impressions of adomain 'learnsativa.org' with mean price 1.4, 1 impressions of adomain 'lutherinfiniti.com' with mean price 0.9, 7 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'neccoopenergy.com' with mean price 1.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 1 impressions of adomain 'oceanchemie.com' with mean price 1.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'pattersondental.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 4 impressions of adomain 'strivectin.com' with mean price 0.5, 3 impressions of adomain 'tiktok.com' with mean price 1.7, 3 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'webmd.com' with mean price 0.4; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 5.9; 2 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 6.8; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 15.3; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 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 2024-12-23 22:32:53;time_since_impression_in_hours is 814;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3693;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.224505829521081;partition is 3137
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'd74754be-7130-4c44-8401-1119ce9d15d9';uuid is '95aafcfd-450f-426b-948c-2c9f51f9ed8f';bid_timestamp is '2025-01-18 0:29:36';device_id is 'd74754be-7130-4c44-8401-1119ce9d15d9';biddate is '2025-01-18';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 3.392;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 766212 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 14;prior_tag_clicks_count is 6 ;time_since_click is 2071438;hour is '2025-01-18 00:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior is :[87 sessions in app 'com.blackout.spades', 51728 ad_requests with mean bid_floor 25.3, 3 impressions of adomain '906lounge.com' with mean price 0.2, 1 impressions of adomain 'ab-inbev.com' with mean price 0.3, 1 impressions of adomain 'aletenutrition.com' with mean price 0.2, 36 impressions of adomain 'amazon.com' with mean price 0.3, 14 impressions of adomain 'atunooutofstatetuition.com' with mean price 0.2, 1 impressions of adomain 'bemismfg.com' with mean price 0.2, 1 impressions of adomain 'betsaracen.com' with mean price 2.1, 1 impressions of adomain 'biotechdonedifferently.com' with mean price 0.2, 1 impressions of adomain 'brenthalllaw.com' with mean price 0.2, 1 impressions of adomain 'broadwaycollection.com' with mean price 0.3, 105 impressions of adomain 'capvaxive.com' with mean price 0.3, 2 impressions of adomain 'cicis.com' with mean price 0.4, 4 impressions of adomain 'coldstonecreamery.com' with mean price 0.6, 1 impressions of adomain 'davidoffgeneva.com' with mean price 0.2, 57 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'designhouse.design' with mean price 0.7, 1 impressions of adomain 'discovery.com' with mean price 0.2, 10 impressions of adomain 'disneyplus.com' with mean price 0.2, 21 impressions of adomain 'dobson.net' with mean price 0.2, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.2, 26 impressions of adomain 'elevatedeyecare.com' with mean price 0.2, 1 impressions of adomain 'epiccreative.com' with mean price 0.3, 1 impressions of adomain 'epson.com' with mean price 0.0, 1 impressions of adomain 'example.com' with mean price 0.8, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'firstimpressionsprom.com' with mean price 0.2, 1 impressions of adomain 'freestylelibre.us' with mean price 0.0, 1 impressions of adomain 'ghirardelli.com' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'gvokeglucagon.com' with mean price 1.0, 3 impressions of adomain 'healthwellnessjournal.com' with mean price 2.4, 1 impressions of adomain 'heritagestore.com' with mean price 0.9, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 1 impressions of adomain 'humann.com' with mean price 0.2, 3 impressions of adomain 'insperity.com' with mean price 1.0, 2 impressions of adomain 'kelloggs.com' with mean price 1.8, 2 impressions of adomain 'kimmtrak.com' with mean price 1.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 1 impressions of adomain 'livenation.com' with mean price 3.0, 2 impressions of adomain 'luxury-assisted-living.today' with mean price 1.9, 1 clicks of adomain 'luxury-assisted-living.today', 21 impressions of adomain 'maineoptometry.com' with mean price 0.2, 8 impressions of adomain 'marcus.com' with mean price 0.1, 5 impressions of adomain 'mcdonalds.com' with mean price 0.2, 17 impressions of adomain 'mdanderson.org' with mean price 2.3, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'michaeljfox.org' with mean price 0.5, 2 impressions of adomain 'milanlaser.com' with mean price 0.2, 7 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 5 impressions of adomain 'mrmandp.com' with mean price 0.3, 1 impressions of adomain 'nationalparkcollege.com' with mean price 0.7, 1 impressions of adomain 'nestleusa.com' with mean price 0.3, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 5.0, 1 impressions of adomain 'noaddressmovie.com' with mean price 0.2, 1 impressions of adomain 'nowfoods.com' with mean price 0.2, 1 impressions of adomain 'numerator.com' with mean price 0.0, 5 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'nuunlife.com' with mean price 0.4, 7 impressions of adomain 'ordercoldstone.com' with mean price 1.9, 1 impressions of adomain 'orgain.com' with mean price 0.4, 8 impressions of adomain 'ozempic.com' with mean price 1.5, 3 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'pepsico.com' with mean price 0.2, 2 impressions of adomain 'perdue.com' with mean price 3.1, 5 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.3, 1 impressions of adomain 'post.edu' with mean price 0.8, 26 impressions of adomain 'progressive.com' with mean price 0.4, 4 impressions of adomain 'proof-advertising.com' with mean price 0.2, 3 impressions of adomain 'proqualservices.com' with mean price 0.2, 1 impressions of adomain 'samhsa.gov' with mean price 0.4, 5 impressions of adomain 'samsung.com' with mean price 1.4, 1 impressions of adomain 'skechers.com' with mean price 0.2, 2 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 impressions of adomain 'sling.com' with mean price 0.2, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 1.0, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 2 impressions of adomain 'stsenterprise.org' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 0.1, 3 impressions of adomain 'tiktok.com' with mean price 2.7, 2 impressions of adomain 'torkusa.com' with mean price 0.3, 2 impressions of adomain 'traveltexas.com' with mean price 0.2, 1 impressions of adomain 'ubykotex.com' with mean price 0.2, 1 impressions of adomain 'umassglobal.edu' with mean price 0.2, 1 impressions of adomain 'urgentteam.com' with mean price 0.4, 3 impressions of adomain 'vytalogy.com' with mean price 0.3, 1 impressions of adomain 'wadesrv.com' with mean price 0.3, 54 impressions of adomain 'walmart.com' with mean price 0.1, 2 impressions of adomain 'webmd.com' with mean price 0.8, 1 impressions of adomain 'wipfli.com' with mean price 1.3, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.king.candycrushsaga', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newpubco.spades', 19 ad_requests with mean bid_floor 4.2, 1 impressions of adomain 'arkansasbluecross.com' with mean price 1.0, 1 impressions of adomain 'att.com' with mean price 0.8, 1 impressions of adomain 'dunncountrymotors.com' with mean price 0.7, 1 impressions of adomain 'milanlaser.com' with mean price 0.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-18 0:36:52;time_since_impression_in_hours is 212;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 575;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.960411450469063;partition is 3097
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '65efaaa9-e4a2-4a53-b143-47e26161e5a2';uuid is '2dd33ad4-f8ac-45f9-b163-8e1b17c2b479';bid_timestamp is '2025-02-02 21:19:20';device_id is '65efaaa9-e4a2-4a53-b143-47e26161e5a2';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 75.1496480944567;target_cpi is 1.18046978572122;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 26.5;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 219517 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.14;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 1873021;hour is '2025-02-02 21:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[10 sessions in app 'com.blackout.spades', 307 ad_requests with mean bid_floor 16.9, 1 impressions of adomain 'adidas.com' with mean price 0.8, 22 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'colgatepalmolive.com' with mean price 0.7, 1 impressions of adomain 'famsf.org' with mean price 1.2, 1 impressions of adomain 'hsbc.com' with mean price 0.6, 1 impressions of adomain 'kaiserpermanente.org' with mean price 1.8, 1 impressions of adomain 'mikmak.com' with mean price 0.4, 1 impressions of adomain 'mikmak.tv' with mean price 0.4, 1 impressions of adomain 'newpub.co' with mean price 73.4, 1 impressions of adomain 'newpub.co/spades' with mean price 210.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'nhtsa.gov' with mean price 1.0, 1 impressions of adomain 'norton.com' with mean price 2.5, 2 impressions of adomain 'nutrafol.com' with mean price 0.7, 6 impressions of adomain 'offerhives.com' with mean price 0.4, 3 impressions of adomain 'rocketmortgage.com' with mean price 1.3, 23 impressions of adomain 'sprouts.com' with mean price 0.6, 5 impressions of adomain 'thundervalleyresort.com' with mean price 1.6, 1 impressions of adomain 'walmart.com' with mean price 0.4; 1 sessions in app 'com.fiogonia.spades', 14 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.mobilityware.Spades', 22 ad_requests with mean bid_floor 14.7; 1 sessions in app 'com.newpubco.spades', 35 ad_requests with mean bid_floor 15.3, 4 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.6; 7 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 53 ad_requests with mean bid_floor 2.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 75.1];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 2025-02-02 21:26:56;time_since_impression_in_hours is 60;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 520;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.519638197389468;partition is 2316
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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 .
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OK ,I got an adtech request with following features: idfa is 'e3b260ed-c7bc-4dcc-acfd-3e8a7c1f97b7';uuid is '2d9091eb-b0a1-4e3d-a23c-4ad5dfd9f79f';bid_timestamp is '2025-01-14 8:16:25';device_id is 'e3b260ed-c7bc-4dcc-acfd-3e8a7c1f97b7';biddate is '2025-01-14';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 112.790033734928;target_cpi is 1.59470035512488;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 ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 331569 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.15;prior_theme_impressions_count is 7;prior_tag_clicks_count is 2 ;time_since_click is 331562;hour is '2025-01-14 08:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[2 sessions in app 'cinesphere.cinesphere.cs', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.newpubco.spades', 41 ad_requests with mean bid_floor 12.8, 1 impressions of adomain 'discover.com' with mean price 0.9, 1 impressions of adomain 'migraine.com' with mean price 0.7, 1 impressions of adomain 'vicks.com' with mean price 1.0; 6 sessions in app 'com.plarium.solitaire', 9 ad_requests with mean bid_floor 29.4; 1 sessions in app 'com.solitaire.cards.deluxe', 6 ad_requests with mean bid_floor 2.1; 12 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 240 ad_requests with mean bid_floor 10.2, 4 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 96.7; 1 sessions in app 'com.wildcard.classicspades', 44 ad_requests with mean bid_floor 5.8, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'southwest.com' with mean price 0.5; 7 sessions in app 'com.wildcard.spades', 176 ad_requests with mean bid_floor 8.9, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'textnow.com' with mean price 10.4; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 18 ad_requests with mean bid_floor 0.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-14 8:22:29;time_since_impression_in_hours is 92;channel is 'USA/I/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 1;rnd is 0.314688018487443;partition is 2260
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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 .
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OK ,I got an adtech request with following features: idfa is '41ca3ba6-4c0a-43a8-8fe5-2fe59f4d10ad';uuid is '9433eeee-37c3-4600-9528-7da1e006634c';bid_timestamp is '2024-12-22 17:44:24';device_id is '41ca3ba6-4c0a-43a8-8fe5-2fe59f4d10ad';biddate is '2024-12-22';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 56.7586706539819;target_cpi is 5.35524399006208;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 3 ;time_since_impression is 170136 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.53;prior_theme_impressions_count is 3;prior_tag_clicks_count is 5 ;time_since_click is 169928;hour is '2024-12-22 17:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior is :[43 sessions in app 'com.blackout.spades', 2651 ad_requests with mean bid_floor 13.3, 43 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'casino.draftkings.com' with mean price 0.4, 2 impressions of adomain 'doordash.com' with mean price 0.3, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 1.2, 1 impressions of adomain 'kelloggs.com' with mean price 1.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.7, 2 impressions of adomain 'mobilesafetytech.com' with mean price 1.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'ordercoldstone.com' with mean price 0.8, 6 impressions of adomain 'paramount.com' with mean price 12.8, 1 clicks of adomain 'paramount.com', 1 impressions of adomain 'philosophy.com' with mean price 0.4, 2 impressions of adomain 'pluto.tv' with mean price 0.4, 1 impressions of adomain 'textnow.com' with mean price 0.4, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 14.8, 1 impressions of adomain 'umich.edu' with mean price 0.4, 1 impressions of adomain 'vyepti.com' with mean price 0.3; 237 sessions in app 'com.metropcs.metrozone', 1569 ad_requests with mean bid_floor 75.8; 1 sessions in app 'com.newpubco.spades', 20 ad_requests with mean bid_floor 14.6; 1 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 7.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45656.7338194444;ag_retention_d1_timestamp is 2024-12-22 18:00:49;0_timestamp is 2024-12-22 18:00:49;time_since_impression_in_hours is 47;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 47;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.754361550118777;partition is 1660
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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 .
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OK ,I got an adtech request with following features: idfa is '34770fb6-8986-40bf-b8f6-0758fd257603';uuid is '7a98a48a-6762-4614-a2ed-d3b04af41957';bid_timestamp is '2025-02-06 5:28:01';device_id is '34770fb6-8986-40bf-b8f6-0758fd257603';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 20;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 290945 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.98;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-06 05:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[8 sessions in app 'com.blackout.spades', 820 ad_requests with mean bid_floor 30.6, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 20.0, 1 impressions of adomain 'productmadness.com' with mean price 0.5, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 4.6, 1 impressions of adomain 'starbucks.com' with mean price 1.0, 1 impressions of adomain 'vitastudio.ai' with mean price 1.3; 1 sessions in app 'com.instabridge.android', 8 ad_requests with mean bid_floor 91.7; 1 sessions in app 'com.newpubco.spades', 0 ad_requests with mean bid_floor 0.0, 6 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.4, 1 impressions of adomain 'chimebank.com' with mean price 0.6, 1 impressions of adomain 'exmox.com' with mean price 0.6, 1 impressions of adomain 'fredhutch.org' with mean price 0.9, 3 impressions of adomain 'harknessfurniture.com' with mean price 0.8, 3 impressions of adomain 'honda.com' with mean price 0.7, 1 impressions of adomain 'interstatebatteries.com' with mean price 0.6, 1 impressions of adomain 'intuit.com' with mean price 0.4, 1 impressions of adomain 'meetme.com' with mean price 0.5, 1 impressions of adomain 'monopoly-poker.com' with mean price 0.5, 2 impressions of adomain 'playtika.com' with mean price 0.6, 5 impressions of adomain 'productmadness.com' with mean price 0.6, 1 impressions of adomain 'scopely.com' with mean price 0.6, 1 impressions of adomain 'supertreat.net' with mean price 0.8, 1 impressions of adomain 'tech.pokergaga.net' with mean price 0.6, 1 impressions of adomain 'videoonly.com' with mean price 0.7, 1 impressions of adomain 'vitastudio.ai' with mean price 0.6, 1 impressions of adomain 'williamsinteractive.com' with mean price 0.6, 1 impressions of adomain 'zbiotics.com' with mean price 0.7; 1 sessions in app 'com.playvalve.spades', 46 ad_requests with mean bid_floor 126.1; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 7 ad_requests with mean bid_floor 15.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45695.7323842593;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 5:34:20;time_since_impression_in_hours is 80;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 0.653331785762401;partition is 3208
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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 .
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OK ,I got an adtech request with following features: idfa is '6feac50f-3afd-45bd-8c63-7406db72fdc8';uuid is 'a7a2337d-5f80-4d92-a89c-f8faccdad399';bid_timestamp is '2024-12-29 23:20:48';device_id is '6feac50f-3afd-45bd-8c63-7406db72fdc8';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 28.1232334437263;target_cpi is 2.45396118650951;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 53;placement_historical_value is 29.635833;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 101316 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.73;prior_theme_impressions_count is 15;prior_tag_clicks_count is 7 ;time_since_click is 535549;hour is '2024-12-29 23:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 39 ad_requests with mean bid_floor 25.6, 4 impressions of adomain 'walmart.com' with mean price 1.8; 3 sessions in app 'com.DifLabs.Differences', 19 ad_requests with mean bid_floor 80.1; 4 sessions in app 'com.JibanPradhan.number.Merge2048.Puzzle', 195 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.Skillbuilder.bubbleshooter', 7 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.aaaudi.wordmaker', 13 ad_requests with mean bid_floor 9.4; 11 sessions in app 'com.bigcake.android.spidersolitaire', 103 ad_requests with mean bid_floor 15.8, 14 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bestbuy.com' with mean price 0.5, 1 impressions of adomain 'tovala.com' with mean price 1.0; 3 sessions in app 'com.bigpatato.colorfruit', 233 ad_requests with mean bid_floor 16.4; 5 sessions in app 'com.blackout.spades', 628 ad_requests with mean bid_floor 16.0, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'fleamastersfleamarket.com' with mean price 1.0, 1 clicks of adomain 'newpub.co/klondikesolitaire', 4 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 11.9, 1 impressions of adomain 'treasureaislesflea.com' with mean price 0.6; 1 sessions in app 'com.chippymediallc.word.nut.android', 8 ad_requests with mean bid_floor 5.8, 1 impressions of adomain 'learnings.ai' with mean price 0.4; 1 sessions in app 'com.cmgame.app.spotdiffer', 26 ad_requests with mean bid_floor 37.3; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.econogames.wordsearch.gp', 6 ad_requests with mean bid_floor 3.2; 2 sessions in app 'com.fbig.spades', 5 ad_requests with mean bid_floor 2.1; 2 sessions in app 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games', 32 ad_requests with mean bid_floor 3.0; 5 sessions in app 'com.fiogonia.spades', 767 ad_requests with mean bid_floor 36.8; 9 sessions in app 'com.free.spider.solitaire.card.game', 56 ad_requests with mean bid_floor 24.6; 1 sessions in app 'com.greyfun.card.solitaire.classic', 8 ad_requests with mean bid_floor 15.9; 5 sessions in app 'com.hidden.object.find.beauty.search.games.free', 90 ad_requests with mean bid_floor 1.2, 10 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'bausch.com' with mean price 0.1, 1 clicks of adomain 'newpub.co/klondikesolitaire', 5 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 21.6; 2 sessions in app 'com.histudiogames.wordserenityg', 11 ad_requests with mean bid_floor 3.1; 2 sessions in app 'com.intensedev.classicsolitaire.gp', 441 ad_requests with mean bid_floor 58.3; 41 sessions in app 'com.lemongame.freecell.solitaire', 882 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.many.differences.spot.find', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.marketer.greenpass', 25 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.meeseva.bazaar', 10 ad_requests with mean bid_floor 3.9; 6 sessions in app 'com.mobilityware.PyramidFree', 271 ad_requests with mean bid_floor 19.0, 1 impressions of adomain 'dollargeneral.com' with mean price 0.5; 9 sessions in app 'com.mobilityware.spider', 276 ad_requests with mean bid_floor 16.0, 1 impressions of adomain 'dollargeneral.com' with mean price 0.7, 1 impressions of adomain 'homedepot.com' with mean price 0.3, 1 impressions of adomain 'verizonwireless.com' with mean price 0.3; 3 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 26 ad_requests with mean bid_floor 2.4, 1 impressions of adomain 'claritin.com' with mean price 0.1; 11 sessions in app 'com.newpubco.spades', 285 ad_requests with mean bid_floor 11.0, 1 impressions of adomain 'bestbuy.com' with mean price 0.7, 1 impressions of adomain 'extclaims.com' with mean price 1.8, 2 impressions of adomain 'samsclub.com' with mean price 0.6, 1 impressions of adomain 'secret.com' with mean price 0.7; 1 sessions in app 'com.oczma.smarter', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.otium.solitaire.classic.card.game', 138 ad_requests with mean bid_floor 29.2; 1 sessions in app 'com.otsbet.app', 5 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.peoplefun.wordcross', 77 ad_requests with mean bid_floor 20.6, 1 impressions of adomain 'fmamfg.org' with mean price 0.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 109.2; 3 sessions in app 'com.playvalve.spades', 54 ad_requests with mean bid_floor 96.7; 3 sessions in app 'com.solitaire.classic.game', 145 ad_requests with mean bid_floor 39.4, 6 impressions of adomain 'amazon.com' with mean price 0.5; 2 sessions in app 'com.solitaire.daily.challenge.card.game', 5 ad_requests with mean bid_floor 19.7; 2 sessions in app 'com.solitaire.jianhuan.card', 27 ad_requests with mean bid_floor 1.9, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 28.8; 1 sessions in app 'com.solitaire.relax.classic.card.game', 3 ad_requests with mean bid_floor 23.3; 3 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 35 ad_requests with mean bid_floor 12.3; 1 sessions in app 'com.standard.puzzle.ooybaa.solitaire', 19 ad_requests with mean bid_floor 4.4; 8 sessions in app 'com.tripledot.spades', 267 ad_requests with mean bid_floor 46.7, 1 impressions of adomain 'mhitpoker.com' with mean price 15.8; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.ttf.microfarm', 134 ad_requests with mean bid_floor 15.7; 1 sessions in app 'com.uscommunitytrade.uscomtradr', 14 ad_requests with mean bid_floor 0.2; 5 sessions in app 'com.veraxen.ftd', 28 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.vitastudio.mahjong', 12 ad_requests with mean bid_floor 11.0; 1 sessions in app 'com.vitastudio.solitaire', 22 ad_requests with mean bid_floor 27.5; 1 sessions in app 'com.vitastudio.spider', 18 ad_requests with mean bid_floor 19.9; 3 sessions in app 'com.wildcard.spadespop', 72 ad_requests with mean bid_floor 10.0; 1 sessions in app 'com.yolo.differences.findmaster', 9 ad_requests with mean bid_floor 41.9; 9 sessions in app 'com.yy.classic.spider.big.card', 77 ad_requests with mean bid_floor 5.9; 3 sessions in app 'find.differences.puzzle.games.spot.free', 35 ad_requests with mean bid_floor 1.7, 1 impressions of adomain 'textnow.com' with mean price 0.2; 7 sessions in app 'find.easy.hidden.differences', 111 ad_requests with mean bid_floor 11.4; 3 sessions in app 'find.spot.fun.relax.difference', 89 ad_requests with mean bid_floor 42.3; 1 sessions in app 'galactic.guide.xx.game', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 15 ad_requests with mean bid_floor 2.4, 1 impressions of adomain 'walmart.com' with mean price 0.6; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 23.6; 1 sessions in app 'kjv.holy.bible.verse.audio', 7 ad_requests with mean bid_floor 14.7; 1 sessions in app 'puzzle.game.find.differences', 43 ad_requests with mean bid_floor 5.5, 1 impressions of adomain 'progressive.com' with mean price 0.7; 2 sessions in app 'solitaire.klondike.classic.card.games', 25 ad_requests with mean bid_floor 63.4; 2 sessions in app 'solitaire.klondike.classic.patience.card.games', 34 ad_requests with mean bid_floor 9.7; 2 sessions in app 'solitaire.mahjongmaker.collection.card.solitaire.klondike', 2 ad_requests with mean bid_floor 44.0; 4 sessions in app 'solitaire.patience.card.games.klondike.free', 58 ad_requests with mean bid_floor 7.1, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'microsoft.com' with mean price 0.3; 1 sessions in app 'solitaire.solitairemaker.solitaire.klondike.card', 2 ad_requests with mean bid_floor 44.0; 2 sessions in app 'spades.solitaire.card.games.free', 8 ad_requests with mean bid_floor 40.9; 12 sessions in app 'spider.solitaire.card.games', 70 ad_requests with mean bid_floor 56.7; 9 sessions in app 'spider.solitaire.card.games.free.no.ads.klondike.solitare.patience.king', 105 ad_requests with mean bid_floor 2.8, 1 impressions of adomain 'amazon.com' with mean price 0.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-29 23:28:00;time_since_impression_in_hours is 28;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 149;fast_imp_12h is 3;fast_click_2h is 2;rnd is 0.584604575458598;partition is 2816
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'abb46bfc-dfe9-42e5-ba6b-de87fb09e73b';uuid is '05c64048-1e8a-46fe-9e5d-45ec535beb03';bid_timestamp is '2024-12-26 8:41:06';device_id is 'abb46bfc-dfe9-42e5-ba6b-de87fb09e73b';biddate is '2024-12-26';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 250;target_cpi is 8.95479720700182;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 4.416667;placement_historical_value is 226.515905;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 250445 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.71;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 250441;hour is '2024-12-26 08:00:00+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', 18 ad_requests with mean bid_floor 2.7; 4 sessions in app 'casino.tinysoft.slot.machines.slots', 12 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.LoopGames.Domino', 29 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.eet.email.launcher', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.emoji.background.camera.photoeditor', 63 ad_requests with mean bid_floor 23.9; 11 sessions in app 'com.find.yourphone.clapping', 125 ad_requests with mean bid_floor 3.6; 41 sessions in app 'com.findmyphone.mobile.radar', 1128 ad_requests with mean bid_floor 5.7; 11 sessions in app 'com.fiogonia.dominoes', 224 ad_requests with mean bid_floor 17.9; 14 sessions in app 'com.fiogonia.gin', 163 ad_requests with mean bid_floor 15.7; 1 sessions in app 'com.healthapplines.healthsense.bloodsugarhub', 1 ad_requests with mean bid_floor 154.4; 2 sessions in app 'com.healthassistant.bloodtrack.monitor', 164 ad_requests with mean bid_floor 5.5; 2 sessions in app 'com.heartpulse.healthycompanion.tracker', 12 ad_requests with mean bid_floor 0.0; 46 sessions in app 'com.instabridge.android', 69 ad_requests with mean bid_floor 126.2; 12 sessions in app 'com.jigfungame.jigsaw.puzzle', 21 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.liotek.lannbible', 6 ad_requests with mean bid_floor 14.2; 1 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 6 ad_requests with mean bid_floor 4.0; 14 sessions in app 'com.miniclip.eightballpool', 106 ad_requests with mean bid_floor 13.9; 7 sessions in app 'com.mobilityware.Spades', 390 ad_requests with mean bid_floor 67.8, 1 impressions of adomain 'consumertestconnect.com' with mean price 63.4, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 63.2; 1 sessions in app 'com.peoplefun.wordcross', 11 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.playvalve.spades', 10 ad_requests with mean bid_floor 19.2; 5 sessions in app 'com.pranksounds.airhorn.haircut.fart.hairclipper', 20 ad_requests with mean bid_floor 4.5; 26 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 392 ad_requests with mean bid_floor 8.8; 2 sessions in app 'com.talent.billiards.balls.merge', 8 ad_requests with mean bid_floor 0.9; 9 sessions in app 'com.text.filter.sticker.photoeditor', 20 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.trustedapp.filerecovery.photo.recovery', 2 ad_requests with mean bid_floor 68.2; 1 sessions in app 'com.vitastudio.mahjong', 13 ad_requests with mean bid_floor 34.3; 1 sessions in app 'com.volleyball.beach.leisurely.merge', 58 ad_requests with mean bid_floor 4.4; 1 sessions in app 'heartratemonitor.heartrate.pulse.pulseapp', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 10.5; 2 sessions in app 'kjvbible.verse.daily.bible.prayer', 10 ad_requests with mean bid_floor 5.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-26 8:46:05;time_since_impression_in_hours is 69;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 70;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.599328211233704;partition is 1504
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'f15faa71-e489-40b2-90bc-973add8cbd00';uuid is 'ef7ab16a-00c5-408b-ad15-9837d8e0693c';bid_timestamp is '2024-12-25 21:32:17';device_id is 'f15faa71-e489-40b2-90bc-973add8cbd00';biddate is '2024-12-25';country is 'USA';app is 'com.zimad.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 139.536388081664;target_cpi is 7.35654164267409;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 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.56999999999999;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-25 21:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[1 sessions in app 'co.vulcanlabs.printer', 2 ad_requests with mean bid_floor 5.2; 11 sessions in app 'com.bbumgames.opa', 241 ad_requests with mean bid_floor 7.4; 1 sessions in app 'com.document.tools.all', 1 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.gosub60.sol5', 94 ad_requests with mean bid_floor 3.5, 4 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 5 sessions in app 'com.homa.free.solitaire.card.game', 12 ad_requests with mean bid_floor 18.3; 1 sessions in app 'com.mattel163.phase10', 13 ad_requests with mean bid_floor 102.0; 4 sessions in app 'com.miniit.bingo', 342 ad_requests with mean bid_floor 73.4, 1 impressions of adomain 'tr.com.apps.drill.and.collect' with mean price 0.2; 8 sessions in app 'com.miniit.spotit', 537 ad_requests with mean bid_floor 66.5; 217 sessions in app 'com.naturalmotion.customstreetracer2', 6700 ad_requests with mean bid_floor 76.5, 3 clicks of adomain 'Bestplay.app', 8 impressions of adomain 'Bestplay.app' with mean price 21.0, 1 clicks of adomain 'achaenocarp.rmiowg.com', 1 impressions of adomain 'achaenocarp.rmiowg.com' with mean price 12.5, 1 impressions of adomain 'aoe.com' with mean price 12.3, 1 clicks of adomain 'aoe.com', 1 impressions of adomain 'azurgames.com' with mean price 12.3, 1 clicks of adomain 'azurgames.com', 1 clicks of adomain 'blair-games.com', 3 impressions of adomain 'blair-games.com' with mean price 12.5, 1 impressions of adomain 'boombit.com' with mean price 8.8, 4 impressions of adomain 'brandbee.io' with mean price 14.3, 3 clicks of adomain 'brandbee.io', 1 clicks of adomain 'com.solvabet.zeus', 3 impressions of adomain 'com.solvabet.zeus' with mean price 15.5, 5 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 14.5, 1 clicks of adomain 'com.tacticalsyndicate.assess', 1 clicks of adomain 'consumertestconnect.com', 3 impressions of adomain 'consumertestconnect.com' with mean price 12.7, 2 impressions of adomain 'crowncoinscasino.com' with mean price 27.8, 1 clicks of adomain 'crowncoinscasino.com', 2 clicks of adomain 'crypto.com', 2 impressions of adomain 'crypto.com' with mean price 10.6, 1 impressions of adomain 'fluentco.com' with mean price 26.2, 1 clicks of adomain 'intuit.com', 1 impressions of adomain 'intuit.com' with mean price 21.5, 1 impressions of adomain 'kovocredit.com' with mean price 13.2, 2 clicks of adomain 'mycashery.com', 4 impressions of adomain 'mycashery.com' with mean price 15.0, 1 impressions of adomain 'mycashquest.com' with mean price 14.3, 7 impressions of adomain 'pocket7games.com' with mean price 13.8, 4 clicks of adomain 'pocket7games.com', 2 impressions of adomain 'rewards-locker.com' with mean price 7.1, 13 clicks of adomain 'swagbucks.com', 17 impressions of adomain 'swagbucks.com' with mean price 17.3, 1 impressions of adomain 'upside.com' with mean price 12.4; 10 sessions in app 'com.playvalve.dominoes', 5783 ad_requests with mean bid_floor 116.4, 26 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'chewy.com' with mean price 0.3, 3 impressions of adomain 'kalvitamins.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 3 impressions of adomain 'smartypantsvitamins.com' with mean price 0.4, 3 impressions of adomain 'solaray.com' with mean price 0.5, 1 impressions of adomain 'yourradioplace.com' with mean price 0.5; 10 sessions in app 'com.playvalve.solitaire', 2088 ad_requests with mean bid_floor 148.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'neocate.com' with mean price 0.8, 1 impressions of adomain 'ua.edu' with mean price 0.4; 2 sessions in app 'com.playvalve.spades', 143 ad_requests with mean bid_floor 117.8, 1 impressions of adomain 'pearlevision.com' with mean price 0.4; 1 sessions in app 'com.playvalve.wsjourney', 242 ad_requests with mean bid_floor 100.8, 2 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'one1brands.com' with mean price 0.4, 1 impressions of adomain 'springworkstx.com' with mean price 1.4, 2 impressions of adomain 'walmart.com' with mean price 2.2; 4 sessions in app 'com.retro.original.mp3.music.downloader.tube.app', 14 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.tarboosh.collectemall', 15 ad_requests with mean bid_floor 10.5, 1 impressions of adomain 'paypal.com' with mean price 0.6, 2 clicks of adomain 'playtowingames.net', 2 impressions of adomain 'playtowingames.net' with mean price 17.0; 1 sessions in app 'com.tile.town.puzzle.master.match', 13 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.0; 2 sessions in app 'com.unicostudio.usa.war.america', 45 ad_requests with mean bid_floor 7.8, 1 impressions of adomain 'tr.com.apps.drill.and.collect' with mean price 0.4; 1 sessions in app 'com.vizorapps.klondike', 6 ad_requests with mean bid_floor 98.7; 1 sessions in app 'find.easy.hidden.differences', 48 ad_requests with mean bid_floor 4.4; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 4.3; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 5.6; 1 sessions in app 'kidultlovin.word.zen', 3 ad_requests with mean bid_floor 4.1; 7 sessions in app 'spot.hidden.difference', 346 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 0.3, 2 impressions of adomain 'kelloggs.com' 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 2024-12-25 21:34:26;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.zimad.spades/True/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.562483173142212;partition is 1269
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'b2d46f6d-4f15-49b4-a5e5-6976e2f092c4';uuid is '887fe76a-49ca-4c0b-9063-ca93fe36de80';bid_timestamp is '2025-01-14 3:04:22';device_id is 'b2d46f6d-4f15-49b4-a5e5-6976e2f092c4';biddate is '2025-01-14';country is 'USA';app is 'com.zynga.words';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 1.90293125915347;target_cpi is 5.08349794985989;campaign is 57948;creative_id is 228773;session_duration is 7 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 14066 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.87;prior_theme_impressions_count is 8;prior_tag_clicks_count is 2 ;time_since_click is 14063;hour is '2025-01-14 03:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[112 sessions in app 'com.bbumgames.spadesroyale', 910 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.7; 91 sessions in app 'com.gameicreate.christmasfever', 147 ad_requests with mean bid_floor 5.2; 107 sessions in app 'com.gameicreate.cookingexpress', 488 ad_requests with mean bid_floor 5.2; 589 sessions in app 'com.metropcs.metrozone', 5794 ad_requests with mean bid_floor 80.2; 41 sessions in app 'com.zynga.boggle', 207 ad_requests with mean bid_floor 20.9; 137 sessions in app 'com.zynga.words', 564 ad_requests with mean bid_floor 49.1; 117 sessions in app 'in.playsimple.tripcross', 7843 ad_requests with mean bid_floor 5.4, 1 impressions of adomain 'amazon.com' with mean price 0.2, 6 impressions of adomain 'cash.app' with mean price 0.2, 4 impressions of adomain 'coldstonecreamery.com' with mean price 0.3, 1 impressions of adomain 'exmox.com' with mean price 0.0, 2 impressions of adomain 'farther.com' with mean price 1.9, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'generalmills.com' with mean price 0.8, 2 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'intimate.ai' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'iwgplc.com' with mean price 0.5, 1 impressions of adomain 'jared.com' with mean price 0.9, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 2 impressions of adomain 'ordercoldstone.com' with mean price 0.3, 1 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'respectinitiative.com' with mean price 0.6, 1 impressions of adomain 'temptationstreats.com' with mean price 0.3, 8 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'tiktok.com' with mean price 1.3, 1 impressions of adomain 'ulta.com' with mean price 0.5, 15 impressions of adomain 'verizonwireless.com' with mean price 0.2, 1 impressions of adomain 'vioc.com' with mean price 0.5, 4 impressions of adomain 'vrbo.com' with mean price 0.2, 1 impressions of adomain 'wundermanthompson.com' with mean price 0.4, 1 impressions of adomain 'yourradioplace.com' with mean price 0.2; 7 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 12.1; 47 sessions in app 'net.peakgames.mobile.spades.android', 1970 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 ;time_since_impression_in_hours is 3;channel is 'USA/I/applovin/com.zynga.words/False/117';time_since_click_in_hours is 4;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.413397717239488;partition is 1269
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0
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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 .
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OK ,I got an adtech request with following features: idfa is '1fed0bd9-261c-4385-80d1-ea70bd4ff187';uuid is '8411549b-f223-4646-bb23-86e5167e86d6';bid_timestamp is '2025-02-06 22:58:21';device_id is '1fed0bd9-261c-4385-80d1-ea70bd4ff187';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 37.5603128447494;target_cpi is 4;campaign is 58266;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 ;third_party_bid_price is ;prior_tag_impressions_count is 52 ;time_since_impression is 2922605 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.79;prior_theme_impressions_count is 52;prior_tag_clicks_count is 3 ;time_since_click is 2922590;hour is '2025-02-06 22:00:00+00:00';day_of_week is '3';os_version is 11;user_behavior is :[2 sessions in app 'at.ner.SolitaireKlondike', 2 ad_requests with mean bid_floor 41.9; 28 sessions in app 'com.blackout.spades', 1923 ad_requests with mean bid_floor 33.3, 8 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'claritin.com' with mean price 0.4, 2 impressions of adomain 'honda.com' with mean price 0.8, 1 impressions of adomain 'mikmak.tv' with mean price 1.2, 2 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 37.6, 1 impressions of adomain 'newspapers.com' with mean price 0.2, 4 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'oneaday.com' with mean price 0.2, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.4, 2 impressions of adomain 'sallyhansen.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 1.7, 7 impressions of adomain 'shapermint.com' with mean price 0.2, 1 impressions of adomain 'soundofchoice.com' with mean price 1.5; 5 sessions in app 'com.fiogonia.euchre', 64 ad_requests with mean bid_floor 42.6; 2 sessions in app 'com.fiogonia.yatzy', 17 ad_requests with mean bid_floor 68.9; 4 sessions in app 'com.standard.puzzle.ooybaa.solitaire', 21 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 3.4; 2 sessions in app 'in.playsimple.wordtrip', 26 ad_requests with mean bid_floor 23.6; 7 sessions in app 'sort.ball.color.puzzle.sorting.tube.game', 119 ad_requests with mean bid_floor 6.7, 3 impressions of adomain 'amazon.com' with mean price 0.3, 3 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'santanderus.com' with mean price 0.4, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 16.8, 1 impressions of adomain 'traveltexas.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 2025-02-08 12:54:34;time_since_impression_in_hours is 811;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 812;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.995849024603343;partition is 2949
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '9a6787b9-9529-47c4-beb9-5d1776207158';uuid is '82f00e51-4748-40ff-9d99-996131ec93da';bid_timestamp is '2025-02-08 8:01:11';device_id is '9a6787b9-9529-47c4-beb9-5d1776207158';biddate is '2025-02-08';country is 'USA';app is 'com.EudokiaGames.SeaScapes';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 62.8680474744048;target_cpi is 3;campaign is 58319;creative_id is 229286;session_duration is 18 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 23.8606 ;min_floor is 23.8606 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 15472467 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.8;prior_theme_impressions_count is 5;prior_tag_clicks_count is 1 ;time_since_click is 15472466;hour is '2025-02-08 08:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[1 sessions in app 'com.EudokiaGames.SeaScapes', 91 ad_requests with mean bid_floor 16.9; 64 sessions in app 'com.concretesoftware.pbachallenge_androidmarket', 515 ad_requests with mean bid_floor 30.0; 1 sessions in app 'com.cooking.bingo.ldkwh', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.fgw.eightballbrawl', 7 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.home.design.bingo.android', 20 ad_requests with mean bid_floor 16.3; 9 sessions in app 'com.miniclip.eightballpool', 56 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.pieyel.scrabble', 8 ad_requests with mean bid_floor 4.7, 2 impressions of adomain 'ocrevus.com' with mean price 2.0, 2 impressions of adomain 'starbucks.com' with mean price 1.0; 2 sessions in app 'com.sng.yatzy', 4 ad_requests with mean bid_floor 207.2; 11 sessions in app 'com.supercosi.cosiyatzy', 100 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'dsldhomes.com' with mean price 1.1, 3 impressions of adomain 'furoscix.com' with mean price 1.6, 1 impressions of adomain 'lifeextension.com' with mean price 1.5; 2 sessions in app 'com.tetrox.bowl', 6 ad_requests with mean bid_floor 51.8; 2 sessions in app 'com.tripledot.spades', 21 ad_requests with mean bid_floor 13.8; 7 sessions in app 'com.tripledot.woodoku', 357 ad_requests with mean bid_floor 26.6, 1 impressions of adomain 'bidease.com_102638' with mean price 1.3, 2 impressions of adomain 'hp.com' with mean price 1.1, 1 impressions of adomain 'hulu.com' with mean price 1.0, 1 impressions of adomain 'olay.com' with mean price 0.6, 1 impressions of adomain 'oldspice.com' with mean price 0.8, 1 impressions of adomain 'starbucks.com' with mean price 1.4; 2 sessions in app 'com.yallaplay.spadesmasters', 15 ad_requests with mean bid_floor 190.3; 8 sessions in app 'com.yatzy.blitz.dice.roll.game', 123 ad_requests with mean bid_floor 3.4; 4 sessions in app 'com.yatzy.classic.dice.duel.game', 13 ad_requests with mean bid_floor 30.0; 1 sessions in app 'com.ytgame.foldtiles', 33 ad_requests with mean bid_floor 19.6; 1 sessions in app 'kidultlovin.word.zen', 3 ad_requests with mean bid_floor 11.3; 1 sessions in app 'net.zedge.android', 6 ad_requests with mean bid_floor 12.3; 1 sessions in app 'se.maginteractive.wordzee', 9 ad_requests with mean bid_floor 4.5; 23 sessions in app 'uk.co.yakuto.DartsOfFury', 26 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 2025-02-09 8:11:56;time_since_impression_in_hours is 4297;channel is 'USA/I/chartboost-android-sdk/com.EudokiaGames.SeaScapes/True/98';time_since_click_in_hours is 4298;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.586038871757425;partition is 3479
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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 .
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OK ,I got an adtech request with following features: idfa is 'd2f34374-0866-4235-b1f6-266391f88f05';uuid is 'a989f23a-cfe3-4b27-915d-48b2cad8d325';bid_timestamp is '2025-01-28 15:15:44';device_id is 'd2f34374-0866-4235-b1f6-266391f88f05';biddate is '2025-01-28';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 29.9999999999999;target_cpi is 3.71999999999999;campaign is 58190;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 3.392;placement_historical_value is 3.721872;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 235921 ;learning is 1 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 12;prior_tag_clicks_count is 5 ;time_since_click is 748677;hour is '2025-01-28 15:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior is :[151 sessions in app 'com.blackout.spades', 61189 ad_requests with mean bid_floor 28.1, 163 impressions of adomain 'amazon.com' with mean price 0.8, 18 impressions of adomain 'atlanticare.org' with mean price 1.3, 1 impressions of adomain 'baylor.edu' with mean price 0.8, 1 impressions of adomain 'bemismfg.com' with mean price 0.2, 6 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'camdencountypd.org' with mean price 0.3, 11 impressions of adomain 'carolina.com' with mean price 0.8, 7 impressions of adomain 'carsonphilly.com' with mean price 0.2, 4 impressions of adomain 'checkout51.com' with mean price 0.3, 1 impressions of adomain 'checkr.com' with mean price 0.3, 2 impressions of adomain 'cmcounsel.com' with mean price 0.3, 88 impressions of adomain 'creditkarma.com' with mean price 6.2, 2 clicks of adomain 'creditkarma.com', 5 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'discovery.com' with mean price 0.5, 1 impressions of adomain 'disney.com' with mean price 0.3, 3 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'doubleclick.net' with mean price 1.3, 5 impressions of adomain 'dymatize.com' with mean price 9.9, 1 impressions of adomain 'emvenio.com' with mean price 0.6, 2 impressions of adomain 'fanniemae.com' with mean price 0.3, 2 impressions of adomain 'fla-keys.com' with mean price 0.2, 1 impressions of adomain 'giantfoodstores.com' with mean price 1.0, 2 impressions of adomain 'gnc.com' with mean price 0.5, 1 impressions of adomain 'google.com' with mean price 0.4, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.5, 3 impressions of adomain 'horizondentalcares.com' with mean price 1.3, 2 impressions of adomain 'hormelfoods.com' with mean price 0.5, 6 impressions of adomain 'hyundaiusa.com' with mean price 0.5, 12 impressions of adomain 'jeffersonhealth.org' with mean price 1.0, 1 impressions of adomain 'josephineapartments.com' with mean price 0.5, 3 impressions of adomain 'kelloggs.com' with mean price 1.5, 1 impressions of adomain 'learnsativa.org' with mean price 0.3, 3 impressions of adomain 'luzerne.edu' with mean price 0.7, 6 impressions of adomain 'mcdonalds.com' with mean price 0.2, 2 impressions of adomain 'medscape.org' with mean price 1.8, 1 impressions of adomain 'mikmak.com' with mean price 1.2, 1 impressions of adomain 'mikmak.tv' with mean price 0.8, 1 impressions of adomain 'milb.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 2 impressions of adomain 'newbalance.com' with mean price 0.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 30.0, 1 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 4.4, 1 impressions of adomain 'norton.com' with mean price 0.4, 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'olums.com' with mean price 0.3, 3 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.3, 8 impressions of adomain 'oneaday.com' with mean price 1.2, 1 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'pacific.edu' with mean price 2.1, 15 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'perdue.com' with mean price 5.3, 2 impressions of adomain 'persilproclean.com' with mean price 0.2, 4 impressions of adomain 'priceline.com' with mean price 0.2, 6 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'rockinprotein.com' with mean price 0.5, 2 impressions of adomain 'samhsa.gov' with mean price 0.5, 9 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'schislerfuneralhomes.com' with mean price 1.1, 2 impressions of adomain 'scspa.com' with mean price 0.6, 1 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'smbb.com' with mean price 0.6, 2 impressions of adomain 'solaray.com' with mean price 0.6, 7 impressions of adomain 'speakupinbronchiectasis.com' with mean price 1.2, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 1 impressions of adomain 'starfire.com' with mean price 0.5, 4 impressions of adomain 'thebatteryphl.com' with mean price 0.3, 160 impressions of adomain 'thebellevuephl.com' with mean price 1.3, 1 impressions of adomain 'thereyburn.com' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 2.0, 7 impressions of adomain 'torkusa.com' with mean price 0.3, 1 impressions of adomain 'uahomeimprovement.com' with mean price 0.2, 1 impressions of adomain 'uber.com' with mean price 0.3, 1 impressions of adomain 'vanguardinvestor.co.uk' with mean price 0.7, 4 impressions of adomain 'visitpa.com' with mean price 0.5, 2 impressions of adomain 'vitaminshoppe.com' with mean price 1.6, 1 impressions of adomain 'walmart.com' with mean price 0.3, 2 impressions of adomain 'wapnernewman.com' with mean price 0.7, 1 impressions of adomain 'wellsync.com' with mean price 2.1, 8 impressions of adomain 'wkkellogg.com' with mean price 0.7, 1 impressions of adomain 'zipcar.com' with mean price 0.3; 2 sessions in app 'com.newpubco.spades', 20 ad_requests with mean bid_floor 9.7, 5 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'atlanticare.org' with mean price 1.6, 1 impressions of adomain 'intuit.com' with mean price 4.6, 1 impressions of adomain 'nordvpn.com' with mean price 2.1, 1 impressions of adomain 'terrapincarestation.com' with mean price 0.5, 3 impressions of adomain 'thebellevuephl.com' with mean price 0.8; 3 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 6.0; 5 sessions in app 'in.playsimple.wordtrip', 14 ad_requests with mean bid_floor 9.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-28 15:20:56;time_since_impression_in_hours is 65;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 208;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.322931051288873;partition is 3978
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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 .
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OK ,I got an adtech request with following features: idfa is '3b337269-d41e-41a4-8917-dfb95741fb0a';uuid is '3fb5f6ec-9ab9-41c2-a222-eb94b0bcc567';bid_timestamp is '2024-12-13 18:24:19';device_id is '3b337269-d41e-41a4-8917-dfb95741fb0a';biddate is '2024-12-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 34.3586440471328;target_cpi is 4;campaign is 57526;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';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 15 ;time_since_impression is 29700752 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.72;prior_theme_impressions_count is 15;prior_tag_clicks_count is 16 ;time_since_click is 29700748;hour is '2024-12-13 18:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[2 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 6 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.blackout.spades', 103 ad_requests with mean bid_floor 19.9, 2 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 1.2, 2 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 35.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.7; 3 sessions in app 'com.blackout.word', 88 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 11.1; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 8 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.econogames.wordsearch.gp', 19 ad_requests with mean bid_floor 17.9; 62 sessions in app 'com.handmark.expressweather', 160 ad_requests with mean bid_floor 59.8; 13 sessions in app 'com.mintgames.ace.solitaire', 120 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'anthropologie.com' with mean price 0.2, 1 impressions of adomain 'gm.com' with mean price 0.2, 5 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 1.5, 4 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 3 sessions in app 'com.mulheres.dasbible', 18 ad_requests with mean bid_floor 8.7; 1 sessions in app 'com.otium.wordconnect.android', 4 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.otsbet.app', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.playvalve.solitaire', 18 ad_requests with mean bid_floor 78.2; 1 sessions in app 'com.playvalve.spades', 36 ad_requests with mean bid_floor 140.3; 5 sessions in app 'com.sudoku.game.puzzle.adventure', 36 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.sudoku.puzzles.master', 8 ad_requests with mean bid_floor 7.6, 1 impressions of adomain 'cedarhurstliving.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.3; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 10.6; 4 sessions in app 'od_16144', 0 ad_requests with mean bid_floor 0.0; 10 sessions in app 'solitaire.arcadegames.freecard.solitaireplus.epic.klodike', 51 ad_requests with mean bid_floor 39.1; 139 sessions in app 'solitaire.classicgame.klondike.solitaire.freecard', 1125 ad_requests with mean bid_floor 6.8; 1 sessions in app 'water.sort.puzzle.game.color.sorting.free', 9 ad_requests with mean bid_floor 6.0];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 2024-12-13 18:31:41;0_timestamp is 2024-12-13 18:31:41;time_since_impression_in_hours is 8250;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 8250;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.0283409446160223;partition is 2865
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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 .
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OK ,I got an adtech request with following features: idfa is 'bf909159-719e-496c-9b8d-603f9edf8724';uuid is '89f4c39b-1dd7-4d62-99f8-c89b75fd8ca3';bid_timestamp is '2025-02-04 17:23:03';device_id is 'bf909159-719e-496c-9b8d-603f9edf8724';biddate is '2025-02-04';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 65.5908539261105;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 25.44;placement_historical_value is 29.284883;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 2.63;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-04 17:00:00+00:00';day_of_week is '1';os_version is 11;user_behavior is :[3 sessions in app 'com.blackout.spades', 550 ad_requests with mean bid_floor 24.4, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'cymbiotika.com' with mean price 1.4, 3 impressions of adomain 'livearrebolvillas.com' with mean price 1.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 65.6; 2 sessions in app 'com.fiogonia.spades', 121 ad_requests with mean bid_floor 39.2; 1 sessions in app 'com.newpubco.spades', 64 ad_requests with mean bid_floor 22.3, 1 impressions of adomain 'benjaminone.com' with mean price 0.5, 2 impressions of adomain 'cox.com' with mean price 0.5, 2 impressions of adomain 'lernerandrowe.com' with mean price 1.4, 1 impressions of adomain 'monopoly-poker.com' with mean price 0.5, 1 impressions of adomain 'temptationstreats.com' with mean price 0.9; 2 sessions in app 'net.peakgames.mobile.spades.android', 27 ad_requests with mean bid_floor 87.6];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 2025-02-04 17:30:29;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 0.790131419684045;partition is 2558
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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 .
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OK ,I got an adtech request with following features: idfa is 'd4a83910-7ac3-4de6-9133-e414a95a0c82';uuid is '540d2536-a661-41c1-be33-b6be68fc3a27';bid_timestamp is '2025-01-10 12:01:10';device_id is 'd4a83910-7ac3-4de6-9133-e414a95a0c82';biddate is '2025-01-10';country is 'USA';app is 'daily.number.match.free.puzzle';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e24458c99083a8d356c83a7d46793e28';display_manager is 'bidmachine';raw_price is 21.6613585119483;target_cpi is 14.7668830163917;campaign is 57720;creative_id is 229352;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 ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 635493 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1.13;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is 635479;hour is '2025-01-10 12:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'com.faceapp.faceretouch.aifaceeditor', 1 ad_requests with mean bid_floor 129.6; 1 sessions in app 'com.heartpulse.healthycompanion.tracker', 7 ad_requests with mean bid_floor 0.5; 12 sessions in app 'com.icu.quickscan.pro', 63 ad_requests with mean bid_floor 2.8; 6 sessions in app 'com.newpubco.spades', 297 ad_requests with mean bid_floor 17.9, 23 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'applebees.com' with mean price 0.5, 1 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'spectrum.com' with mean price 0.4, 1 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'visitorlando.com' with mean price 0.9, 4 impressions of adomain 'walgreens.com' with mean price 1.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 4.5; 11 sessions in app 'com.tripledot.blackjack', 459 ad_requests with mean bid_floor 68.7; 161 sessions in app 'daily.number.match.free.puzzle', 7887 ad_requests with mean bid_floor 19.0, 17 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'carhartt.com' with mean price 0.5, 1 clicks of adomain 'chardonnaypartners.com', 1 impressions of adomain 'chardonnaypartners.com' with mean price 25.6, 1 impressions of adomain 'colgate.com' with mean price 0.8, 1 impressions of adomain 'freestylelibre.us' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.6, 1 impressions of adomain 'kroger.com' with mean price 0.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 1.1, 1 impressions of adomain 'playtika.com' with mean price 0.3, 1 impressions of adomain 'unitehair.com' with mean price 0.6, 1 impressions of adomain 'voquezna.com' with mean price 0.6, 10 impressions of adomain 'walgreens.com' with mean price 0.9; 1 sessions in app 'in.WordSearch.WordBliss', 2 ad_requests with mean bid_floor 9.1; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 14.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-10 13:49:52;0_timestamp is 2025-01-10 13:49:52;time_since_impression_in_hours is 176;channel is 'USA/V/bidmachine/daily.number.match.free.puzzle/False/249';time_since_click_in_hours is 177;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.835517047339766;partition is 512
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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 .
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OK ,I got an adtech request with following features: idfa is '93d408af-3244-4e97-bb58-89e26a9864bb';uuid is '4a0bdf1c-8303-4821-a8c1-fa7f7296c081';bid_timestamp is '2025-02-06 17:26:48';device_id is '93d408af-3244-4e97-bb58-89e26a9864bb';biddate is '2025-02-06';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 '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 20;target_cpi is 3.71999999999999;campaign is 58287;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 22.083333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 38416461 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is 38416438;hour is '2025-02-06 17:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior is :[1 sessions in app 'coloring.color.number.happy.paint.art.drawing.puzzle', 20 ad_requests with mean bid_floor 1.0; 1 sessions in app 'com.al.farmfactory', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.bigcake.android.spidersolitaire', 23 ad_requests with mean bid_floor 14.6, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'haleon.com' with mean price 0.5; 1 sessions in app 'com.fbig.spades', 3 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.fiogonia.spades', 279 ad_requests with mean bid_floor 35.7; 1 sessions in app 'com.forsbit.freecell', 4 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.free.goodstories', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.iron.balls', 147 ad_requests with mean bid_floor 10.7; 2 sessions in app 'com.king.candycrushsaga', 4 ad_requests with mean bid_floor 1.1; 21 sessions in app 'com.king.candycrushsodasaga', 184 ad_requests with mean bid_floor 4.0; 37 sessions in app 'com.mobilityware.Hearts', 2693 ad_requests with mean bid_floor 16.8, 1 impressions of adomain 'fiverr.com' with mean price 5.5, 3 impressions of adomain 'healthprimal.com' with mean price 7.7, 1 clicks of adomain 'lenovo.com', 9 impressions of adomain 'lenovo.com' with mean price 4.0, 1 clicks of adomain 'logitech.com', 23 impressions of adomain 'logitech.com' with mean price 7.5, 1 clicks of adomain 'remivision.com', 1 impressions of adomain 'remivision.com' with mean price 3.0, 1 impressions of adomain 'sony.com' with mean price 4.6; 5 sessions in app 'com.mobilityware.Spades', 734 ad_requests with mean bid_floor 11.0, 3 impressions of adomain 'healthprimal.com' with mean price 8.3; 1 sessions in app 'com.moonfrog.ludo.club', 4 ad_requests with mean bid_floor 6.4; 2 sessions in app 'com.newpubco.spades', 158 ad_requests with mean bid_floor 20.2, 1 impressions of adomain 'eatandys.com' with mean price 1.1, 2 impressions of adomain 'mattresskingonline.com' with mean price 0.8; 1 sessions in app 'com.pikpok.dr2.play', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.playcus.crossstitchcoloringbook', 35 ad_requests with mean bid_floor 1.5, 2 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'chministries.org' with mean price 1.1, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'herocosmetics.us' with mean price 1.3, 1 impressions of adomain 'smithfieldfoods.com' with mean price 1.4, 2 impressions of adomain 'totaltireandautomotive.com' with mean price 1.6, 2 impressions of adomain 'trendsetterhomes.com' with mean price 1.7; 4 sessions in app 'com.puzzle1studio.go.bubblepoporiginpuzzlegame', 43 ad_requests with mean bid_floor 44.4; 1 sessions in app 'com.severex.bingo.lottery.number', 36 ad_requests with mean bid_floor 1.9, 1 impressions of adomain 'cedarhurstliving.com' with mean price 0.2; 1 sessions in app 'com.snmjus.google', 1 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 121 ad_requests with mean bid_floor 9.8, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 20.0; 1 sessions in app 'com.wxix.android.weather', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 6.8; 1 sessions in app 'it.pinenuts.androidnoticias', 1 ad_requests with mean bid_floor 0.0; 7 sessions in app 'water.sort.puzzle.game.color.sorting.free', 306 ad_requests with mean bid_floor 14.6, 2 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 'freestylelibre.us' with mean price 0.3, 1 impressions of adomain 'herocosmetics.us' with mean price 0.9, 1 impressions of adomain 'hy-vee.com' with mean price 0.1, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.5, 1 impressions of adomain 'sakrete.com' with mean price 1.1, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'simplebro.co' with mean price 0.1, 1 impressions of adomain 'wkkellogg.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 2025-02-07 1:56:00;time_since_impression_in_hours is 10671;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 10671;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.431419741562963;partition is 107
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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 .
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OK ,I got an adtech request with following features: idfa is 'be2c6111-c6cf-49dc-8c21-a8af72b3118d';uuid is 'e1e44ad5-e106-4367-b6c1-b0789f2097f1';bid_timestamp is '2025-02-07 15:08:32';device_id is 'be2c6111-c6cf-49dc-8c21-a8af72b3118d';biddate is '2025-02-07';country is 'USA';app is 'com.easyclean.cleaner.master';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 27.5911385521161;target_cpi is 2;campaign is 58325;creative_id is 229142;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 8.4906 ;min_floor is 8.4906 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 143383 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1.51;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 142560;hour is '2025-02-07 15:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'com.appswing.qr.barcodescanner.barcodereader', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.blackout.spades', 15 ad_requests with mean bid_floor 7.4; 3 sessions in app 'com.ea.game.maddenmobile15_row', 4 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.ea.gp.maddennfl21mobile', 15 ad_requests with mean bid_floor 72.1; 80 sessions in app 'com.easyclean.cleaner.master', 948 ad_requests with mean bid_floor 4.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 15.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 14.0, 1 impressions of adomain 'newpub.co/spades' with mean price 55.2; 2 sessions in app 'com.helpd.ate.cet.wbfxaqv', 226 ad_requests with mean bid_floor 13.9; 170 sessions in app 'com.metropcs.metrozone', 228 ad_requests with mean bid_floor 30.2; 124 sessions in app 'com.qrlanucher.qrcode.qr999', 1246 ad_requests with mean bid_floor 0.6; 2 sessions in app 'com.zimad.spades', 8 ad_requests with mean bid_floor 0.0; 8 sessions in app 'net.peakgames.mobile.spades.android', 257 ad_requests with mean bid_floor 53.1];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 6:36:01;time_since_impression_in_hours is 39;channel is 'USA/V/applovin/com.easyclean.cleaner.master/False/117';time_since_click_in_hours is 40;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.542421116074045;partition is 2756
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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 .
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OK ,I got an adtech request with following features: idfa is '6dbda682-e547-4b01-8ad1-acef48bce096';uuid is 'fd32adcc-792e-4f76-9555-8aa9934a1a18';bid_timestamp is '2025-02-06 20:37:11';device_id is '6dbda682-e547-4b01-8ad1-acef48bce096';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 37.9564149547862;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 59.36;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 8139459 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.99;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 8139457;hour is '2025-02-06 20:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[2 sessions in app 'com.blackout.spades', 57 ad_requests with mean bid_floor 24.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 38.0, 2 impressions of adomain 'offerhives.com' with mean price 0.8; 1 sessions in app 'com.newpubco.spades', 24 ad_requests with mean bid_floor 19.6, 2 impressions of adomain 'paramountplus.com' with mean price 0.8; 18 sessions in app 'sudoku.puzzle.free.game.brain', 430 ad_requests with mean bid_floor 12.2, 1 impressions of adomain 'acmeunited.com' with mean price 0.9, 28 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'dnb.com' with mean price 0.6, 1 impressions of adomain 'gardenoflife.com' with mean price 0.9, 1 impressions of adomain 'go.com' with mean price 0.6, 1 impressions of adomain 'help.supercellsupport.com' with mean price 0.6, 1 impressions of adomain 'hillspet.com' with mean price 0.7, 1 impressions of adomain 'kitchenaid.com' with mean price 2.1, 1 impressions of adomain 'learnings.ai' with mean price 0.4, 1 impressions of adomain 'lumanity.com' with mean price 0.9, 1 impressions of adomain 'naturessunshine.com' with mean price 0.9, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'sharecare.com' with mean price 0.6, 12 impressions of adomain 'walgreens.com' with mean price 0.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 20:41:44;time_since_impression_in_hours is 2260;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 2261;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.249374495880887;partition is 1247
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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 .
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OK ,I got an adtech request with following features: idfa is 'e7f69b73-fdd7-4573-b011-d9da1fbcd7c9';uuid is 'cdb965e0-823c-4af4-816d-b8d3462c9f4c';bid_timestamp is '2025-01-17 22:19:14';device_id is 'e7f69b73-fdd7-4573-b011-d9da1fbcd7c9';biddate is '2025-01-17';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.7608251469319;target_cpi is 1.37221649291219;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 ;third_party_bid_price is ;prior_tag_impressions_count is 22 ;time_since_impression is 12445967 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.29;prior_theme_impressions_count is 22;prior_tag_clicks_count is 9 ;time_since_click is 30486523;hour is '2025-01-17 22:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[40 sessions in app 'com.mobilityware.Spades', 5587 ad_requests with mean bid_floor 14.1, 1 impressions of adomain '9snail.com' with mean price 3.1, 1 impressions of adomain 'fiverr.com' with mean price 4.0, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 2.0, 7 impressions of adomain 'libtayo.com' with mean price 3.7, 14 impressions of adomain 'nu.edu' with mean price 3.6, 1 impressions of adomain 'odu.edu' with mean price 5.0, 1 impressions of adomain 'pluto.tv' with mean price 1.7, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 2.2, 24 impressions of adomain 'rivian.com' with mean price 6.2, 30 impressions of adomain 'toyota.com' with mean price 5.5, 16 impressions of adomain 'uscellular.com' with mean price 2.6, 11 impressions of adomain 'whoop.com' with mean price 5.7; 3 sessions in app 'com.newpubco.spades', 99 ad_requests with mean bid_floor 6.9, 1 impressions of adomain 'amazon.com' with mean price 1.0, 8 impressions of adomain 'chipsahoy.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'metamucil.com' with mean price 3.7, 1 impressions of adomain 'mikmak.tv' with mean price 1.0, 8 impressions of adomain 'uscellular.com' with mean price 1.7; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 6.4; 26 sessions in app 'com.queensgame.solitaire.journey', 110 ad_requests with mean bid_floor 1.0; 28 sessions in app 'com.solitairegame.basic2', 353 ad_requests with mean bid_floor 1.3; 31 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1501 ad_requests with mean bid_floor 10.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 8.8; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 4.4; 1 sessions in app 'in.playsimple.wordtrip', 2 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 2025-01-17 22:24:44;time_since_impression_in_hours is 3457;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 8468;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0366391569278785;partition is 2077
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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 .
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OK ,I got an adtech request with following features: idfa is 'd71cddd1-ac50-43a1-9f70-078961d596dc';uuid is '68371056-d4e1-41d9-8cfd-721bd43e4cfc';bid_timestamp is '2025-01-12 2:21:30';device_id is 'd71cddd1-ac50-43a1-9f70-078961d596dc';biddate is '2025-01-12';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';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 5.59438799999999;target_cpi is 0.481050331595632;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 5.584388 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 185132 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.77;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 185128;hour is '2025-01-12 02:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[7 sessions in app 'archery.clash.tournament', 163 ad_requests with mean bid_floor 1.2, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 10.0; 3 sessions in app 'com.art.pixel.black.girl.games.paint.color.by.numbers', 53 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 1 impressions of adomain 'poise.com' with mean price 0.4, 1 impressions of adomain 'scpm.com' with mean price 0.4, 1 impressions of adomain 'yoursecurenetguard.com' with mean price 0.2; 28 sessions in app 'com.boombitgames.Dartsy', 1477 ad_requests with mean bid_floor 237.4; 1 sessions in app 'com.coloring.book.paint.by.number', 13 ad_requests with mean bid_floor 29.3; 53 sessions in app 'com.crypt.gram.puzz', 2619 ad_requests with mean bid_floor 10.6, 1 impressions of adomain '1851franchise.com' with mean price 2.0, 1 impressions of adomain 'aace.com' with mean price 0.2, 5 impressions of adomain 'adidas.com' with mean price 0.2, 5 impressions of adomain 'adobe.com' with mean price 0.2, 11 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'americanfranchiseacademy.com' with mean price 1.4, 1 impressions of adomain 'asahq.org' with mean price 0.1, 1 impressions of adomain 'atlassian.com' with mean price 0.3, 1 impressions of adomain 'awakenedcompany.com' with mean price 0.1, 2 impressions of adomain 'bandhengineers.com' with mean price 1.2, 1 impressions of adomain 'bdbiosciences.com' with mean price 1.6, 1 impressions of adomain 'brilliantelec.com' with mean price 0.2, 5 impressions of adomain 'brookdale.com' with mean price 0.2, 1 impressions of adomain 'burrowscap.com' with mean price 0.2, 3 impressions of adomain 'cash.app' with mean price 0.3, 1 impressions of adomain 'cincinnatichildrens.org' with mean price 0.1, 1 impressions of adomain 'cinergy.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.6, 1 impressions of adomain 'colgate.com' with mean price 0.1, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dexis.com' with mean price 0.1, 1 impressions of adomain 'dhs.gov' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.7, 20 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'earthfirstpoultry.com' with mean price 0.3, 3 impressions of adomain 'edhec.edu' with mean price 0.2, 1 impressions of adomain 'exactpack.com' with mean price 0.2, 3 impressions of adomain 'facebook.com' with mean price 0.2, 3 impressions of adomain 'ferrero.com' with mean price 0.2, 2 impressions of adomain 'genscript.com' with mean price 0.4, 4 impressions of adomain 'gurugame.ai' with mean price 0.1, 3 impressions of adomain 'hadrian-inc.com' with mean price 0.1, 3 impressions of adomain 'haleon.com' with mean price 0.2, 3 impressions of adomain 'halfpricebanners.com' with mean price 1.3, 4 impressions of adomain 'hartz.com' with mean price 0.2, 1 impressions of adomain 'heart.org' with mean price 0.1, 1 impressions of adomain 'hiscox.com' with mean price 0.1, 1 impressions of adomain 'honest.com' with mean price 0.2, 1 impressions of adomain 'hopkinsmedicine.org' with mean price 13.2, 1 clicks of adomain 'hopkinsmedicine.org', 5 impressions of adomain 'hp.com' with mean price 2.7, 1 impressions of adomain 'ihg.com' with mean price 0.3, 1 impressions of adomain 'ircode.com' with mean price 0.5, 1 impressions of adomain 'ixcommunities.com' with mean price 0.5, 2 impressions of adomain 'learnings.com.cn' with mean price 0.1, 1 impressions of adomain 'linkedin.com' with mean price 0.0, 1 impressions of adomain 'liquidremedy.com' with mean price 0.2, 1 impressions of adomain 'loganfinance.com' with mean price 0.1, 1 impressions of adomain 'magneticgroup.co' with mean price 0.2, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'nandosperiperi.com' with mean price 0.8, 9 impressions of adomain 'nationwide.com' with mean price 2.2, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 7.8, 1 impressions of adomain 'nexlizethcp.com' with mean price 0.2, 1 impressions of adomain 'niveausa.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'onepeloton.com' with mean price 0.4, 5 impressions of adomain 'playsimple.in' with mean price 0.1, 2 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'psympl.ai' with mean price 0.2, 2 impressions of adomain 'rangeusa.com' with mean price 0.3, 1 impressions of adomain 'reflexrecruiting.com' with mean price 0.1, 2 impressions of adomain 'royalcanin.com' with mean price 0.2, 1 impressions of adomain 'sbm.org' with mean price 0.1, 1 impressions of adomain 'spur.us' with mean price 0.3, 2 clicks of adomain 'squareup.com', 6 impressions of adomain 'squareup.com' with mean price 8.3, 1 impressions of adomain 'staplesbusinessadvantage.com' with mean price 0.1, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 2 impressions of adomain 'tagexbrands.com' with mean price 1.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 clicks of adomain 'texascapitalbank.com', 1 impressions of adomain 'texascapitalbank.com' with mean price 32.6, 3 impressions of adomain 'textnow.com' with mean price 9.0, 1 clicks of adomain 'textnow.com', 2 impressions of adomain 'tubitv.com' with mean price 12.9, 2 clicks of adomain 'tubitv.com', 1 impressions of adomain 'ummalqura.com.sa' with mean price 0.6, 1 impressions of adomain 'umn.edu' with mean price 0.2, 2 impressions of adomain 'va.gov' with mean price 0.2, 1 impressions of adomain 'vitamix.com' with mean price 0.1, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'wpengine.com' with mean price 7.4, 1 clicks of adomain 'wpengine.com', 1 impressions of adomain 'ziwipets.com' with mean price 0.2; 2 sessions in app 'com.inspiredsquare.jupiter1', 21 ad_requests with mean bid_floor 27.6; 45 sessions in app 'com.lumber.inc', 1213 ad_requests with mean bid_floor 47.2; 1 sessions in app 'com.lutech.doorlock', 12 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.mintgames.adultcoloring', 24 ad_requests with mean bid_floor 24.4; 25 sessions in app 'com.mobilityware.GinRummySolitaire', 1473 ad_requests with mean bid_floor 16.2, 1 impressions of adomain 'cash.app' with mean price 0.4, 1 clicks of adomain 'fruit-gaming.com', 1 impressions of adomain 'fruit-gaming.com' with mean price 4.2, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.2, 1 impressions of adomain 'pluto.tv' with mean price 0.2, 1 clicks of adomain 'productmadness.com', 3 impressions of adomain 'productmadness.com' with mean price 0.8, 1 clicks of adomain 'simulator.gamevqw.work', 1 impressions of adomain 'simulator.gamevqw.work' with mean price 12.1, 1 impressions of adomain 'sliding.toys' with mean price 0.1, 1 clicks of adomain 'squareup.com', 1 impressions of adomain 'squareup.com' with mean price 5.2, 1 impressions of adomain 'tubitv.com' with mean price 2.6, 1 impressions of adomain 'v3b7499e3.app-ads-txt.com' with mean price 3.3, 1 impressions of adomain 'zencolor.app' with mean price 0.1; 13 sessions in app 'com.mobilityware.Spades', 1367 ad_requests with mean bid_floor 11.4, 2 impressions of adomain 'applebees.com' with mean price 1.5, 2 clicks of adomain 'boombit.com', 2 impressions of adomain 'boombit.com' with mean price 2.9, 1 impressions of adomain 'icon-changer-studio.web.app' with mean price 1.9, 1 clicks of adomain 'malakstudio786.blogspot.com', 1 impressions of adomain 'malakstudio786.blogspot.com' with mean price 1.2, 1 impressions of adomain 'mia.infinitydashboard.info' with mean price 1.9, 6 impressions of adomain 'mintegral.com' with mean price 5.1, 1 impressions of adomain 'playtika.com' with mean price 1.6, 1 impressions of adomain 's6b1ba99e.app-ads-txt.com' with mean price 3.4, 1 impressions of adomain 'squareup.com' with mean price 2.7, 3 clicks of adomain 'tubitv.com', 3 impressions of adomain 'tubitv.com' with mean price 3.6; 1 sessions in app 'com.paint.by.numbers.coloring.pages.blend.coloring', 5 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.peoplefun.wordcross', 9 ad_requests with mean bid_floor 4.5; 4 sessions in app 'com.rubygames.doctorcare', 21 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 0.9; 2 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 4.1; 2 sessions in app 'in.crossy.daily_crossword', 83 ad_requests with mean bid_floor 22.9; 57 sessions in app 'in.daily_puzzle.crossword', 1663 ad_requests with mean bid_floor 2.8, 1 impressions of adomain '7-eleven.com' with mean price 0.1, 1 impressions of adomain 'adidas.com' with mean price 0.0, 20 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'br.coffee' with mean price 0.3, 1 clicks of adomain 'bumble.com', 1 impressions of adomain 'bumble.com' with mean price 7.4, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 1 impressions of adomain 'callapp.com' with mean price 0.0, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 18 impressions of adomain 'costco.com' with mean price 0.0, 1 impressions of adomain 'depend.com' with mean price 0.3, 4 impressions of adomain 'discovery.com' with mean price 0.4, 4 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'entravision.com' with mean price 0.1, 2 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'greasemonkeyauto.com' with mean price 0.2, 1 impressions of adomain 'gurunetwork.com' with mean price 0.1, 1 impressions of adomain 'kayak.com' with mean price 0.1, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 4.7, 1 impressions of adomain 'pandora.com' with mean price 0.2, 3 impressions of adomain 'productmadness.com' with mean price 0.1, 1 clicks of adomain 'pulte.com', 1 impressions of adomain 'pulte.com' with mean price 7.2, 1 impressions of adomain 'purina.com' with mean price 0.5, 3 impressions of adomain 'roblox.com' with mean price 0.0, 2 impressions of adomain 'super-savings-online.com' with mean price 7.9, 1 clicks of adomain 'super-savings-online.com', 3 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.1, 1 impressions of adomain 'tactical2day.com' with mean price 10.4, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'tech.pokergaga.net' with mean price 0.0, 7 impressions of adomain 'textnow.com' with mean price 10.0, 3 clicks of adomain 'textnow.com', 2 impressions of adomain 'thecheesecakefactory.com' with mean price 0.2, 1 impressions of adomain 'townandcountryroofingdfw.com' with mean price 0.1, 1 impressions of adomain 'winstar.com' with mean price 0.2, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 2 sessions in app 'in.playsimple.tripcross', 53 ad_requests with mean bid_floor 5.0; 5 sessions in app 'in.playsimple.wordtrip', 21 ad_requests with mean bid_floor 9.0; 79 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 1499 ad_requests with mean bid_floor 2.7, 21 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'ads.netapop.com' with mean price 0.3, 1 impressions of adomain 'advanticehealth.com' with mean price 0.2, 2 impressions of adomain 'amax.com' with mean price 0.8, 62 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'atmosenergy.com' with mean price 0.1, 2 impressions of adomain 'aveeno.com' with mean price 0.3, 14 impressions of adomain 'boombit.com' with mean price 0.2, 5 impressions of adomain 'bumble.com' with mean price 0.0, 1 impressions of adomain 'bumblebee.com' with mean price 0.2, 1 impressions of adomain 'caesars.com' with mean price 0.0, 8 impressions of adomain 'callapp.com' with mean price 0.0, 2 impressions of adomain 'caudalie.com' with mean price 0.1, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 3 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'coach.com' with mean price 0.2, 6 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'dave.com' with mean price 0.0, 4 impressions of adomain 'depend.com' with mean price 0.3, 3 impressions of adomain 'discovery.com' with mean price 0.5, 24 impressions of adomain 'disneyplus.com' with mean price 0.0, 4 impressions of adomain 'doordash.com' with mean price 0.1, 12 impressions of adomain 'dove.com' with mean price 0.2, 1 impressions of adomain 'duracell.com' with mean price 0.3, 1 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'eyepiecesdallas.com' with mean price 0.1, 1 impressions of adomain 'ferrero.com' with mean price 0.1, 6 impressions of adomain 'fetchrewards.com' with mean price 0.0, 2 impressions of adomain 'galderma.com' with mean price 0.2, 2 impressions of adomain 'greasemonkeyauto.com' with mean price 0.4, 6 impressions of adomain 'haleon.com' with mean price 0.2, 3 impressions of adomain 'hartz.com' with mean price 0.2, 1 impressions of adomain 'herocosmetics.us' with mean price 0.2, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 3 impressions of adomain 'honest.com' with mean price 0.2, 4 impressions of adomain 'instacart.com' with mean price 0.0, 2 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 4 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 1 impressions of adomain 'justdice.io' with mean price 0.0, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 2 impressions of adomain 'king.com' with mean price 0.0, 5 impressions of adomain 'learnings.ai' with mean price 0.0, 5 impressions of adomain 'learnings.com.cn' with mean price 0.0, 4 impressions of adomain 'liquidremedy.com' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'microsoft.com' with mean price 0.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 2 impressions of adomain 'moneylion.com' with mean price 0.0, 2 impressions of adomain 'moroccanoil.com' with mean price 0.2, 3 impressions of adomain 'neutrogena.com' with mean price 0.2, 3 impressions of adomain 'niveausa.com' with mean price 0.3, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 2 impressions of adomain 'nutrafol.com' with mean price 0.1, 27 impressions of adomain 'officedepot.com' with mean price 0.1, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.3, 1 impressions of adomain 'perdue.com' with mean price 0.4, 1 impressions of adomain 'petmate.com' with mean price 0.1, 7 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'playtika.com' with mean price 0.0, 7 impressions of adomain 'pluto.tv' with mean price 0.0, 4 impressions of adomain 'poise.com' with mean price 0.3, 4 impressions of adomain 'pricelines.com' with mean price 0.1, 9 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'revlon.com' with mean price 0.2, 8 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'royalcanin.com' with mean price 0.2, 1 impressions of adomain 'saily.com' with mean price 0.0, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'simplebro.co' with mean price 0.0, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'squareup.com' with mean price 0.1, 1 impressions of adomain 'standardinsurance.net' with mean price 0.3, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'starz.com' with mean price 0.2, 2 impressions of adomain 'strivectin.com' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 13 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'thundershirt.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 0.2, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 1 impressions of adomain 'unt.edu' with mean price 0.1, 1 impressions of adomain 'venturex.com' with mean price 0.1, 3 impressions of adomain 'vitastudio.ai' with mean price 0.0, 3 impressions of adomain 'weather.com' with mean price 0.0, 4 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'www.learnings.ai' with mean price 0.0, 4 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 3 impressions of adomain 'zencolor.app' with mean price 0.0, 1 impressions of adomain 'zephyrmobile.com' with mean price 0.2, 1 impressions of adomain 'zyrtec.com' with mean price 0.3; 1 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 5 ad_requests with mean bid_floor 51.2];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 2025-01-12 2:34:30;time_since_impression_in_hours is 51;channel is 'USA/I/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 51;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.934466881842161;partition is 1020
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '6a73f024-6c70-4ad8-a556-820abfafd8c9';uuid is '9d3c6d47-0f78-4471-8737-7288f3831b14';bid_timestamp is '2025-01-04 8:34:52';device_id is '6a73f024-6c70-4ad8-a556-820abfafd8c9';biddate is '2025-01-04';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 7.75063522367574;target_cpi is 2.41255785966142;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 61.833333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 205124 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.87;prior_theme_impressions_count is 10;prior_tag_clicks_count is 7 ;time_since_click is 205121;hour is '2025-01-04 08:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior is :[1 sessions in app 'com.handmark.expressweather', 2 ad_requests with mean bid_floor 98.3; 1 sessions in app 'com.link.messages.sms', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.onlineplayer.onlinemedia', 16 ad_requests with mean bid_floor 3.1; 35 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 828 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'productmadness.com' with mean price 4.9; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 7.8; 9 sessions in app 'in.playsimple.tripcross', 75 ad_requests with mean bid_floor 18.5; 55 sessions in app 'loppipoppi.dominoes', 1459 ad_requests with mean bid_floor 3.1, 1 clicks of adomain 'southland.betly.com', 1 impressions of adomain 'southland.betly.com' with mean price 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 2025-01-04 8:46:18;time_since_impression_in_hours is 56;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 57;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.849002124146468;partition is 4058
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1
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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 .
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OK ,I got an adtech request with following features: idfa is '5e0a648c-3cb5-49dd-89c0-ee3295da6710';uuid is '1cf70e65-1c55-47c7-b76f-d119f0f12dfc';bid_timestamp is '2025-01-31 12:35:45';device_id is '5e0a648c-3cb5-49dd-89c0-ee3295da6710';biddate is '2025-01-31';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 41.8523418921527;target_cpi is 1.13086744372749;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 4.416667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 120925 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.24;prior_theme_impressions_count is 6;prior_tag_clicks_count is 4 ;time_since_click is 120908;hour is '2025-01-31 12:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app '89k54UcUC1qY', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'closet.match.pair.matching.games', 185 ad_requests with mean bid_floor 107.9; 75 sessions in app 'com.bigc.numlink.number.match', 725 ad_requests with mean bid_floor 17.6, 2 impressions of adomain 'albert.com' with mean price 0.7, 101 impressions of adomain 'amazon.com' with mean price 0.8, 19 impressions of adomain 'coca-cola.com' with mean price 0.5, 4 impressions of adomain 'haleon.com' with mean price 0.5, 8 impressions of adomain 'laneige.com' with mean price 0.8, 1 impressions of adomain 'medscape.org' with mean price 0.4, 1 impressions of adomain 'miambulance.org' with mean price 1.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 3 impressions of adomain 'opdivohcp.com' with mean price 2.1; 22 sessions in app 'com.billiards.shooting.ball.pool', 46 ad_requests with mean bid_floor 16.1; 1 sessions in app 'com.blowfire.wildclassic', 10 ad_requests with mean bid_floor 67.9; 1 sessions in app 'com.easybrain.art.puzzle', 141 ad_requests with mean bid_floor 19.8, 1 impressions of adomain 'astellasoncology.com' with mean price 0.6, 1 impressions of adomain 'progressivecommercial.com' with mean price 2.2, 1 impressions of adomain 'tiktok.com' with mean price 1.1, 2 impressions of adomain 'vicks.com' with mean price 0.7, 1 impressions of adomain 'whitecastle.com' with mean price 1.2; 8 sessions in app 'com.easybrain.hidden.spots', 506 ad_requests with mean bid_floor 13.6, 1 impressions of adomain 'autodealsnearyou.com' with mean price 0.7, 2 impressions of adomain 'cnbb.bank' with mean price 0.5, 2 impressions of adomain 'ehealthinsurance.com' with mean price 14.2, 1 impressions of adomain 'ferrismowers.com' with mean price 1.0, 1 impressions of adomain 'jpsk12.org' with mean price 1.3, 3 impressions of adomain 'patriotpestcontrol.co' with mean price 0.4, 1 impressions of adomain 'stellaartois.com' with mean price 0.4, 1 impressions of adomain 'subaru.com' with mean price 1.2, 2 impressions of adomain 'tiktok.com' with mean price 2.1, 1 impressions of adomain 'whitecastle.com' with mean price 1.1, 2 impressions of adomain 'wyndhamhotels.com' with mean price 0.8; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 6.5; 2 sessions in app 'com.hidden.object.find.beauty.search.games.free', 19 ad_requests with mean bid_floor 3.2, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'depend.com' with mean price 0.1; 3 sessions in app 'com.lemel.hiddengame', 31 ad_requests with mean bid_floor 4.0, 1 impressions of adomain 'progressivecommercial.com' with mean price 2.7; 23 sessions in app 'com.match.ten.wood.number.relax.wooden.puzzle', 380 ad_requests with mean bid_floor 11.0; 1 sessions in app 'com.newpubco.spades', 31 ad_requests with mean bid_floor 14.5; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 5.4; 3 sessions in app 'com.solitaire.cards.deluxe', 16 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.solitaire.classic.game', 10 ad_requests with mean bid_floor 3.7; 88 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1616 ad_requests with mean bid_floor 10.9, 1 impressions of adomain 'madrigalpharma.com' with mean price 4.3, 1 impressions of adomain 'medscape.org' with mean price 1.0, 3 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 92.6, 4 clicks of adomain 'tech.pokergaga.net', 4 impressions of adomain 'tech.pokergaga.net' with mean price 26.8; 2 sessions in app 'com.veraxen.ftd', 99 ad_requests with mean bid_floor 10.8; 1 sessions in app 'com.vyroai.photoenhancer', 4 ad_requests with mean bid_floor 7.6; 3 sessions in app 'in.playsimple.wordtrip', 19 ad_requests with mean bid_floor 48.9; 1 sessions in app 'traffic.parking.jam.escape.car3d.games', 11 ad_requests with mean bid_floor 18.6; 170 sessions in app 'ygvas.scanqr.master.udybc', 2941 ad_requests with mean bid_floor 27.7];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 12:39:11;time_since_impression_in_hours is 33;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 1;rnd is 0.603004309827625;partition is 2020
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1
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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 .
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OK ,I got an adtech request with following features: idfa is 'c198ba2b-2d4e-46bd-8654-32572133059f';uuid is '2ef98667-ca8a-4f9a-9e25-ae1c6b9ce947';bid_timestamp is '2025-01-27 1:36:52';device_id is 'c198ba2b-2d4e-46bd-8654-32572133059f';biddate is '2025-01-27';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 41.576178242394;target_cpi is 1.44744884659988;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 ;placement_historical_value is 37.692209;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 1.71;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-27 01:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'com.astarsoftware.spades', 48 ad_requests with mean bid_floor 38.2; 1 sessions in app 'com.bhe.tiles', 2 ad_requests with mean bid_floor 95.4; 5 sessions in app 'com.blackout.spades', 2116 ad_requests with mean bid_floor 30.3, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.7, 1 impressions of adomain 'joinpropel.com' with mean price 0.3, 1 impressions of adomain 'mars.com' with mean price 2.2, 1 impressions of adomain 'miralax.com' with mean price 1.4, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.7, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 41.6, 1 impressions of adomain 'rollingmeadowsranch.com' with mean price 1.4, 1 impressions of adomain 'sleepnumber.com' with mean price 0.4, 6 impressions of adomain 'webmd.com' with mean price 1.2; 23 sessions in app 'com.boombitgames.Dartsy', 2430 ad_requests with mean bid_floor 188.3; 1 sessions in app 'com.bubbleshooter.popbubbles.collectcards', 1 ad_requests with mean bid_floor 5.2; 17 sessions in app 'com.fbig.spades', 799 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.fiogonia.spades', 108 ad_requests with mean bid_floor 42.3; 1 sessions in app 'com.gs.bb', 34 ad_requests with mean bid_floor 250.9; 1 sessions in app 'com.handmark.expressweather', 1 ad_requests with mean bid_floor 79.4; 2 sessions in app 'com.mattel163.phase10', 56 ad_requests with mean bid_floor 1.3; 10 sessions in app 'com.matteljv.uno', 89 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.newpubco.klondikesolitaire', 47 ad_requests with mean bid_floor 3.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'walgreens.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 4 sessions in app 'com.papaya.bingocash', 21 ad_requests with mean bid_floor 31.0; 5 sessions in app 'com.papaya.solitairecash', 27 ad_requests with mean bid_floor 27.9; 6 sessions in app 'com.solitaire.classic.game', 856 ad_requests with mean bid_floor 38.4, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'coca-cola.com' with mean price 0.5, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.5, 1 impressions of adomain 'doordash.com' with mean price 0.5, 3 impressions of adomain 'lindnercenterofhope.org' with mean price 0.7, 1 impressions of adomain 'mars.com' with mean price 1.5, 2 impressions of adomain 'myfitnesspal.com' with mean price 1.4, 1 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 20 sessions in app 'com.tripledot.solitaire', 9770 ad_requests with mean bid_floor 12.3, 1 clicks of adomain 'casino.draftkings.com', 2 impressions of adomain 'casino.draftkings.com' with mean price 109.9, 1 clicks of adomain 'www.niuaigo.com', 1 impressions of adomain 'www.niuaigo.com' with mean price 22.1; 3 sessions in app 'com.tripledot.woodoku', 10 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.vitastudio.mahjong', 5 ad_requests with mean bid_floor 0.5; 2 sessions in app 'com.word.madness', 49 ad_requests with mean bid_floor 23.4; 4 sessions in app 'com.yallaplay.spadesmasters', 24 ad_requests with mean bid_floor 312.9; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.4; 1 sessions in app 'goods.master3d.match.puzzle', 19 ad_requests with mean bid_floor 3.6; 7 sessions in app 'in.playsimple.tripcross', 803 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'casino.draftkings.com' with mean price 0.7, 1 clicks of adomain 'draftkings.com', 1 impressions of adomain 'draftkings.com' with mean price 33.2, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.8, 1 impressions of adomain 'freecash.com' with mean price 0.3, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 0.2, 1 impressions of adomain 'productmadness.com' with mean price 0.2, 1 impressions of adomain 'solitairecash.com' with mean price 2.0, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'sublocade.com' with mean price 1.0, 1 impressions of adomain 'verizonwireless.com' with mean price 0.2, 1 impressions of adomain 'zencolor.app' with mean price 0.2; 9 sessions in app 'in.playsimple.wordtrip', 103 ad_requests with mean bid_floor 12.6; 1 sessions in app 'od_14210', 0 ad_requests with mean bid_floor 0.0; 13 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 1173 ad_requests with mean bid_floor 2.3, 3 clicks of adomain 'alibaba.com', 6 impressions of adomain 'alibaba.com' with mean price 23.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 21.3; 1 sessions in app 'uk.co.yakuto.DartsOfFury', 1 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;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 0.201260484555746;partition is 2020
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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 .
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OK ,I got an adtech request with following features: idfa is 'bcc802fd-709f-46a0-b3c7-2a5de5a5e12b';uuid is '142aa031-422c-4cbd-bc3c-e7ff4a394ed4';bid_timestamp is '2025-02-07 23:59:37';device_id is 'bcc802fd-709f-46a0-b3c7-2a5de5a5e12b';biddate is '2025-02-07';country is 'USA';app is 'com.tripledot.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 51.4990512022975;target_cpi is 1.8;campaign is 58286;creative_id is 228965;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'vie';bid_floor is 31.886 ;min_floor is 0.0106 ;bidmachine_placement_value is 24.537037;placement_historical_value is ;third_party_bid_price is 31.886;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 5.72;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.Epicoro.ArtilleryControl', 11 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.FunPlay.AliensVacuum', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.MojoGames.EraEvolution', 4 ad_requests with mean bid_floor 16.6; 3 sessions in app 'com.PlayCog.MasterofWarriors', 50 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.PlaySense.BulletArmyRun', 5 ad_requests with mean bid_floor 4.2; 6 sessions in app 'com.TrofyGames.DroneAttackSRP', 93 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.age.sails', 7 ad_requests with mean bid_floor 15.8; 5 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'amazon.com' with mean price 0.9, 5 impressions of adomain 'crypto.com' with mean price 0.7, 2 impressions of adomain 'disneyplus.com' with mean price 1.1, 2 impressions of adomain 'monday.com' with mean price 9.7; 1 sessions in app 'com.bbumgames.spadesroyale', 8 ad_requests with mean bid_floor 19.0; 10 sessions in app 'com.blitzkrieg.assault', 90 ad_requests with mean bid_floor 18.2; 1 sessions in app 'com.bounce.ball2048', 101 ad_requests with mean bid_floor 14.5, 1 impressions of adomain 'biscuitville.com' with mean price 0.4, 1 impressions of adomain 'novanthealth.org' with mean price 0.4; 7 sessions in app 'com.dimchi.crush', 63 ad_requests with mean bid_floor 5.3; 4 sessions in app 'com.ducky.dash.rpg.game', 11 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.feelingtouch.zfsniper', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.dominoes', 1 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.fiogonia.gin', 5 ad_requests with mean bid_floor 22.3; 1 sessions in app 'com.fiogonia.spades', 17 ad_requests with mean bid_floor 27.2; 3 sessions in app 'com.foursgames.camouflagesniper', 18 ad_requests with mean bid_floor 7.0; 5 sessions in app 'com.fourties.citydemolish', 36 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.funzilla.tiny.warrior', 7 ad_requests with mean bid_floor 0.8; 1 sessions in app 'com.game5mobile.circlesort', 22 ad_requests with mean bid_floor 4.8; 14 sessions in app 'com.gamovation.tileclub', 473 ad_requests with mean bid_floor 3.8, 1 impressions of adomain 'pricelines.com' with mean price 0.2; 2 sessions in app 'com.gergedan.idleballs', 41 ad_requests with mean bid_floor 48.6; 1 sessions in app 'com.globalplay.birdsort', 13 ad_requests with mean bid_floor 37.0; 2 sessions in app 'com.hit.master', 48 ad_requests with mean bid_floor 3.5, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 1 impressions of adomain 'wilmingtonandbeaches.com' with mean price 0.6; 2 sessions in app 'com.ig.cannon.heroes', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.iron.balls', 47 ad_requests with mean bid_floor 80.7; 2 sessions in app 'com.kadka.battle.draw', 17 ad_requests with mean bid_floor 92.7; 4 sessions in app 'com.make.it.fly', 307 ad_requests with mean bid_floor 89.5; 1 sessions in app 'com.newpubco.spades', 21 ad_requests with mean bid_floor 18.1, 1 impressions of adomain 'playsimple.in' with mean price 0.9; 5 sessions in app 'com.nextepisode.roperescue', 40 ad_requests with mean bid_floor 3.9; 23 sessions in app 'com.oakever.tiletrip', 768 ad_requests with mean bid_floor 24.9, 2 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.7, 5 impressions of adomain 'coca-cola.com' with mean price 1.4, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'goldencorral.com' with mean price 1.2, 2 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'libertyhomecare.com' with mean price 0.2, 1 impressions of adomain 'mazdausa.com' with mean price 0.1, 1 impressions of adomain 'mccormick.com' with mean price 0.2, 2 impressions of adomain 'moderninfinitiofwinstonsalem.com' with mean price 0.3, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'novanthealth.org' with mean price 0.2, 2 impressions of adomain 'o2fitnessclubs.com' with mean price 0.5, 1 impressions of adomain 'openroadlending.com' with mean price 0.9, 2 impressions of adomain 'parkwayford.com' with mean price 0.3, 12 impressions of adomain 'paxlovid.com' with mean price 0.5, 3 impressions of adomain 'progressive.com' with mean price 0.3, 4 impressions of adomain 'spectrum.com' with mean price 1.9, 1 impressions of adomain 'stonyfield.com' with mean price 0.3, 1 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'vicks.com' with mean price 0.1, 2 impressions of adomain 'walmart.com' with mean price 0.3; 4 sessions in app 'com.os.airforce', 50 ad_requests with mean bid_floor 132.9; 6 sessions in app 'com.phantom.paperboy', 95 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.playvalve.spades', 16 ad_requests with mean bid_floor 130.1, 1 impressions of adomain 'admile.com' with mean price 0.4, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3; 1 sessions in app 'com.pocketchamps.game', 4 ad_requests with mean bid_floor 2.6; 3 sessions in app 'com.ristretto.lifebubble', 67 ad_requests with mean bid_floor 91.3; 7 sessions in app 'com.sewing.jam', 128 ad_requests with mean bid_floor 79.1; 6 sessions in app 'com.shdgames.goliath.ac130.gunship', 14 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.sixtysevenbits.knifenrun', 23 ad_requests with mean bid_floor 69.1; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 9 ad_requests with mean bid_floor 10.3; 3 sessions in app 'com.sports.real.golf.rival.online', 30 ad_requests with mean bid_floor 185.3; 1 sessions in app 'com.stealthgame.master', 2 ad_requests with mean bid_floor 15.3; 2 sessions in app 'com.steer.gruntrush', 22 ad_requests with mean bid_floor 3.6; 5 sessions in app 'com.supergame.hexa.up.sort.game', 17 ad_requests with mean bid_floor 3.2, 4 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'neutrogena.com' with mean price 0.3, 1 impressions of adomain 'novanthealth.org' with mean price 0.3, 1 impressions of adomain 'sleepnumber.com' with mean price 0.3; 2 sessions in app 'com.threepotatoes.bowsmash', 19 ad_requests with mean bid_floor 4.3; 69 sessions in app 'com.tripledot.spades', 695 ad_requests with mean bid_floor 3.2, 2 impressions of adomain '9snail.com' with mean price 0.1, 1 impressions of adomain 'admile.com' with mean price 0.5, 1 impressions of adomain 'allentate.com' with mean price 0.6, 23 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'amscope.com' with mean price 0.2, 1 impressions of adomain 'apafdn.org' with mean price 0.5, 8 impressions of adomain 'beiersdorf.com' with mean price 0.6, 6 impressions of adomain 'bgfoods.com' with mean price 0.5, 1 impressions of adomain 'castrol.com' with mean price 0.4, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 1 impressions of adomain 'chumbacasino.com' with mean price 0.3, 1 impressions of adomain 'collegeboard.org' with mean price 0.9, 1 impressions of adomain 'covergirl.com' with mean price 0.2, 6 impressions of adomain 'dickssportinggoods.com' with mean price 0.3, 3 impressions of adomain 'dollargeneral.com' with mean price 0.8, 1 impressions of adomain 'drinkolipop.com' with mean price 0.7, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.3, 1 impressions of adomain 'evrysdi.com' with mean price 0.3, 1 impressions of adomain 'freecash.com' with mean price 0.1, 1 impressions of adomain 'generalmills.com' with mean price 4.9, 1 impressions of adomain 'goldencorral.com' with mean price 1.1, 2 impressions of adomain 'harvard.edu' with mean price 0.6, 2 impressions of adomain 'hulu.com' with mean price 1.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 1 impressions of adomain 'libertyhomecare.com' with mean price 0.3, 1 impressions of adomain 'luckylandslots.com' with mean price 0.2, 4 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'mccu.com' with mean price 0.6, 1 impressions of adomain 'metamucil.com' with mean price 0.5, 3 impressions of adomain 'mistplay.com' with mean price 0.1, 4 impressions of adomain 'moderninfinitiofwinstonsalem.com' with mean price 0.7, 1 impressions of adomain 'murdochs.com' with mean price 0.7, 2 impressions of adomain 'newpub.co/spades' with mean price 51.5, 1 clicks of adomain 'newpub.co/spades', 6 impressions of adomain 'novanthealth.org' with mean price 1.1, 2 impressions of adomain 'o2fitnessclubs.com' with mean price 1.0, 1 impressions of adomain 'olay.com' with mean price 0.6, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 3 impressions of adomain 'onceuponachild.com' with mean price 1.0, 1 impressions of adomain 'orgain.com' with mean price 0.6, 9 impressions of adomain 'parkwayford.com' with mean price 0.5, 5 impressions of adomain 'paxlovid.com' with mean price 0.7, 2 impressions of adomain 'pepsibottlingventures.com' with mean price 0.6, 3 impressions of adomain 'prilosecotc.com' with mean price 0.6, 3 impressions of adomain 'productmadness.com' with mean price 0.2, 3 impressions of adomain 'progressive.com' with mean price 0.6, 1 impressions of adomain 'progressivecommercial.com' with mean price 0.5, 1 impressions of adomain 'samsclub.com' with mean price 0.7, 3 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'sandiegozoo.org' with mean price 0.6, 1 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'serenitybathandshower.com' with mean price 0.7, 1 impressions of adomain 'softbakedapps.com' with mean price 0.2, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 1 impressions of adomain 'stonyfield.com' with mean price 0.6, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 1 impressions of adomain 'thomsonreuters.com' with mean price 0.8, 5 impressions of adomain 'ubykotex.com' with mean price 1.7, 10 impressions of adomain 'vicks.com' with mean price 0.6, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'weldonowen.com' with mean price 0.3; 2 sessions in app 'com.tripledot.woodoku', 21 ad_requests with mean bid_floor 10.0; 2 sessions in app 'com.upperpik.beadtower', 10 ad_requests with mean bid_floor 3.1; 6 sessions in app 'com.ventogames.findthecat', 49 ad_requests with mean bid_floor 9.6; 3 sessions in app 'com.vladk.pipemasters', 53 ad_requests with mean bid_floor 7.8, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.4, 2 impressions of adomain 'goldbond.com' with mean price 0.8, 1 impressions of adomain 'goodnites.com' with mean price 0.4, 4 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'icyhot.com' with mean price 0.4, 1 impressions of adomain 'neostrata.com' with mean price 0.4, 2 impressions of adomain 'novanthealth.org' with mean price 0.8, 3 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.3, 1 impressions of adomain 'pepcid.com' with mean price 0.4, 2 impressions of adomain 'tylenol.com' with mean price 0.4; 2 sessions in app 'com.yamystudio.warland', 11 ad_requests with mean bid_floor 4.3; 4 sessions in app 'com.zombie.cup.puzzle', 45 ad_requests with mean bid_floor 3.9; 1 sessions in app 'freeplay.crowdrun.com', 9 ad_requests with mean bid_floor 3.0; 9 sessions in app 'game.bubble.shooter.dragon.pop', 24 ad_requests with mean bid_floor 60.5; 2 sessions in app 'games.my.zombie.shooter', 14 ad_requests with mean bid_floor 135.1; 2 sessions in app 'in.playsimple.tripcross', 7 ad_requests with mean bid_floor 7.2; 5 sessions in app 'in.playsimple.wordtrip', 35 ad_requests with mean bid_floor 17.7; 1 sessions in app 'io.supercent.ageofdinosaurs', 9 ad_requests with mean bid_floor 5.5; 31 sessions in app 'jp.co.goodroid.hyper.hexaaway', 1106 ad_requests with mean bid_floor 2.9, 1 impressions of adomain '7-eleven.com' with mean price 0.4, 143 impressions of adomain 'adidas.com' with mean price 0.0, 47 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 'bissell.com' with mean price 0.2, 1 impressions of adomain 'bobevans.com' with mean price 1.0, 1 impressions of adomain 'boostr.com' with mean price 0.2, 3 impressions of adomain 'castrol.com' with mean price 0.3, 1 impressions of adomain 'catspride.com' with mean price 1.1, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 2 impressions of adomain 'clorox.com' with mean price 0.2, 2 impressions of adomain 'coca-cola.com' with mean price 0.0, 3 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'dave.com' with mean price 0.0, 2 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 1 impressions of adomain 'eatenlightened.com' with mean price 0.6, 1 impressions of adomain 'ernestarugs.com' with mean price 0.7, 2 impressions of adomain 'gardenoflife.com' with mean price 0.3, 1 impressions of adomain 'goldencorral.com' with mean price 1.1, 2 impressions of adomain 'google.com' with mean price 0.0, 1 impressions of adomain 'gopuff.com' with mean price 0.0, 4 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'iwgplc.com' with mean price 0.3, 4 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'kingshawaiian.com' with mean price 0.5, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 2 impressions of adomain 'meneses.law' with mean price 0.2, 1 impressions of adomain 'mikmak.tv' with mean price 0.3, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'naturesbakery.com' with mean price 0.1, 3 impressions of adomain 'newbalance.com' with mean price 0.2, 1 impressions of adomain 'nordvpn.com' with mean price 0.2, 6 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'opalescence.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'pentlyconger.com' with mean price 0.1, 3 impressions of adomain 'petbrand.com' with mean price 0.9, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 2 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'progressive.com' with mean price 0.2, 8 impressions of adomain 'pwc.com' with mean price 0.6, 2 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'yelp.com' with mean price 1.0; 1 sessions in app 'moto.racing.bike.drive.highway.rider', 4 ad_requests with mean bid_floor 6.8; 21 sessions in app 'net.peakgames.ginrummyplus', 225 ad_requests with mean bid_floor 52.3; 2 sessions in app 'slingshot.building.destroy', 8 ad_requests with mean bid_floor 145.9; 2 sessions in app 'wild.west.sniper', 35 ad_requests with mean bid_floor 2.3];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 0:05:56;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.tripledot.spades/False/197';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.889968476559894;partition is 3738
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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 .
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OK ,I got an adtech request with following features: idfa is '11c63417-74e0-4fb6-83c5-5d473703baa5';uuid is 'fb52ad91-b86f-4c13-b95e-0d56ad791c10';bid_timestamp is '2025-02-04 23:26:35';device_id is '11c63417-74e0-4fb6-83c5-5d473703baa5';biddate is '2025-02-04';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 13.9332476771417;target_cpi is 1.72074162960052;campaign is 58208;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 25.44;placement_historical_value is 12.025751;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 810191 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.77;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is 810359;hour is '2025-02-04 23:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[1 sessions in app 'br.com.tapps.bidwars2', 61 ad_requests with mean bid_floor 70.2; 11 sessions in app 'com.blackout.spades', 1071 ad_requests with mean bid_floor 35.4, 1 impressions of adomain 'albert.com' with mean price 0.9, 1 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'checkout51.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'glade.com' with mean price 0.4, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 12.4, 4 impressions of adomain 'rocketmortgage.com' with mean price 1.6, 5 impressions of adomain 'simplisafe.com' with mean price 0.7, 2 impressions of adomain 'winixamerica.com' with mean price 0.4; 27 sessions in app 'com.catdaddy.nba2km', 99 ad_requests with mean bid_floor 20.9; 11 sessions in app 'com.ea.gp.maddennfl21mobile', 11 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.nextsol.workout.master', 5 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.plarium.mechlegion', 2 ad_requests with mean bid_floor 4.2; 1 sessions in app 'games.onebutton.golfbattle', 2 ad_requests with mean bid_floor 0.0; 15 sessions in app 'io.state.fight', 205 ad_requests with mean bid_floor 3.0, 3 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'albert.com' with mean price 0.4, 1 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'beekeepersnaturals.com' with mean price 0.5, 6 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'mistplay.com' with mean price 0.6, 2 impressions of adomain 'naturesway.com' with mean price 0.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 6 impressions of adomain 'roblox.com' with mean price 0.3, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.3, 1 impressions of adomain 'spectrum.com' with mean price 0.2, 1 impressions of adomain 'umflint.edu' with mean price 1.9];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 ;time_since_impression_in_hours is 225;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 225;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.558648154688192;partition is 3738
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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 .
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OK ,I got an adtech request with following features: idfa is '1fa7b29b-7e1d-4900-a5eb-a1c0e30ddfcc';uuid is '2d50ba60-6a33-414a-b363-8f60f2550db7';bid_timestamp is '2024-12-26 11:42:01';device_id is '1fa7b29b-7e1d-4900-a5eb-a1c0e30ddfcc';biddate is '2024-12-26';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 44.9991971954856;target_cpi is 3.11320165330764;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 35.333333;placement_historical_value is 43.053578;third_party_bid_price is ;prior_tag_impressions_count is 62 ;time_since_impression is 18196565 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.24;prior_theme_impressions_count is 62;prior_tag_clicks_count is 11 ;time_since_click is 22033483;hour is '2024-12-26 11:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior is :[10 sessions in app 'GoogleSearch', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 1 ad_requests with mean bid_floor 15.7; 70 sessions in app 'com.TinyBit.GameOfWords', 659 ad_requests with mean bid_floor 65.6; 4 sessions in app 'com.antivirus', 10 ad_requests with mean bid_floor 17.5; 1 sessions in app 'com.blackout.spades', 14 ad_requests with mean bid_floor 12.9; 27 sessions in app 'com.bonnie.trafficescape', 1728 ad_requests with mean bid_floor 2.5, 1 impressions of adomain '2cancer.com' with mean price 0.6, 135 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'app.boostr.com' with mean price 0.3, 1 impressions of adomain 'belkin.com' with mean price 0.2, 1 impressions of adomain 'bipartisanpolicy.org' with mean price 0.6, 1 impressions of adomain 'boostr.com' with mean price 0.3, 3 impressions of adomain 'briscoefloors.com' with mean price 0.2, 2 impressions of adomain 'carhartt.com' with mean price 0.2, 2 impressions of adomain 'castrol.com' with mean price 0.2, 1 impressions of adomain 'centurycommunities.com' with mean price 0.5, 2 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'discovery.com' with mean price 0.3, 1 impressions of adomain 'drop.frenzy.bubbly.com' with mean price 0.2, 1 impressions of adomain 'groundtruth.com' with mean price 0.2, 37 impressions of adomain 'hike-footwear.com' with mean price 0.2, 2 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'humann.com' with mean price 0.2, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 1 impressions of adomain 'jackinthebox.com' with mean price 0.3, 1 impressions of adomain 'jason-personalcare.com' with mean price 0.2, 2 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 3 impressions of adomain 'knieperteam.com' with mean price 0.3, 1 impressions of adomain 'louisianagold.com' with mean price 0.3, 1 impressions of adomain 'miller-motte.edu' with mean price 0.2, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'naturalgrocers.com' with mean price 0.8, 11 impressions of adomain 'northshorecare.com' with mean price 0.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 6 impressions of adomain 'nutribullet.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 2 impressions of adomain 'packexposoutheast.com' with mean price 0.3, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 2 impressions of adomain 'paulmitchell.com' with mean price 0.2, 1 impressions of adomain 'peacocktv.com' with mean price 0.2, 2 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'prevagen.com' with mean price 0.4, 1 impressions of adomain 'progressivecommercial.com' with mean price 0.3, 1 impressions of adomain 'renewalbyandersen.com' with mean price 0.2, 5 impressions of adomain 'royalcanin.com' with mean price 0.2, 1 impressions of adomain 'sakrete.com' with mean price 0.5, 4 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'shopwesternedge.com' with mean price 0.6, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'simplebro.co' with mean price 0.0, 2 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'sportsexcellence.com' with mean price 0.3, 4 impressions of adomain 'steelcase.com' with mean price 0.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 11 impressions of adomain 'temu.com' with mean price 0.3, 1 impressions of adomain 'texas.gov' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 0.5, 2 impressions of adomain 'traveltexas.com' with mean price 0.3, 1 impressions of adomain 'wooga.com' with mean price 0.0, 1 impressions of adomain 'youyungames.com' with mean price 0.1; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 7.3; 24 sessions in app 'com.fuzzymobilegames.spades', 414 ad_requests with mean bid_floor 5.1; 14 sessions in app 'com.hyilmaz.spades', 87 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 3.7; 19 sessions in app 'com.playvalve.spades', 1555 ad_requests with mean bid_floor 76.1, 9 impressions of adomain 'amazon.com' with mean price 0.5, 4 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'temu.com' with mean price 64.5, 1 impressions of adomain 'winstar.com' with mean price 0.8; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 44 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 6.5; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 9.3; 4 sessions in app 'com.wildcard.spadespop', 236 ad_requests with mean bid_floor 9.2; 2 sessions in app 'com.wordgame.words.connect', 2 ad_requests with mean bid_floor 7.2; 8 sessions in app 'happy.paint.coloring.color.number', 811 ad_requests with mean bid_floor 49.4, 47 impressions of adomain 'amazon.com' with mean price 0.6, 12 impressions of adomain 'ashleyfurniture.com' with mean price 0.7, 2 impressions of adomain 'aveeno.com' with mean price 0.3, 1 impressions of adomain 'benadryl.com' with mean price 0.2, 4 impressions of adomain 'bushbeans.com' with mean price 0.2, 3 impressions of adomain 'calvinklein.us' with mean price 0.3, 1 impressions of adomain 'campingworld.com' with mean price 0.1, 1 impressions of adomain 'catalyst.com' with mean price 0.6, 3 impressions of adomain 'clorox.com' with mean price 0.4, 2 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'concordia.edu' with mean price 0.4, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 26 impressions of adomain 'cox.com' with mean price 0.4, 1 impressions of adomain 'cuisinart.com' with mean price 0.2, 6 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'directv.com' with mean price 0.1, 1 impressions of adomain 'discoverpuertorico.com' with mean price 0.4, 2 impressions of adomain 'discovery.com' with mean price 0.4, 3 impressions of adomain 'dnb.com' with mean price 0.1, 1 impressions of adomain 'donapa.com' with mean price 0.4, 2 impressions of adomain 'dramamine.com' with mean price 0.3, 1 impressions of adomain 'franksredhot.com' with mean price 0.5, 1 impressions of adomain 'ftc.net' with mean price 0.1, 8 impressions of adomain 'gmc.com' with mean price 0.4, 3 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'goodrx.com' with mean price 0.1, 16 impressions of adomain 'google.com' with mean price 0.3, 8 impressions of adomain 'havertys.com' with mean price 0.3, 1 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'hormelfoods.com' with mean price 0.3, 2 impressions of adomain 'howlifeunfolds.com' with mean price 0.1, 2 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'hvacdirect.com' with mean price 0.4, 1 impressions of adomain 'katzkin.com' with mean price 0.2, 1 impressions of adomain 'kikkomanusa.com' with mean price 0.1, 10 impressions of adomain 'kimberly-clark.com' with mean price 0.3, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 1 impressions of adomain 'lexus.com' with mean price 0.1, 1 impressions of adomain 'maverickdrivingacademy.com' with mean price 0.2, 1 impressions of adomain 'mckesson.com' with mean price 0.2, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'navy.com' with mean price 0.1, 11 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 2 impressions of adomain 'neutrogena.com' with mean price 0.2, 1 impressions of adomain 'nowfoods.com' with mean price 0.3, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 2 impressions of adomain 'nutribullet.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 0.8, 2 impressions of adomain 'pedialyte.com' with mean price 0.3, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.3, 2 impressions of adomain 'philips.com' with mean price 0.3, 1 impressions of adomain 'philosophy.com' with mean price 0.3, 1 impressions of adomain 'planetfitness.com' with mean price 0.2, 2 impressions of adomain 'poise.com' with mean price 0.2, 2 impressions of adomain 'prilosecotc.com' with mean price 0.5, 4 impressions of adomain 'progressive.com' with mean price 0.5, 2 impressions of adomain 'pull-ups.com' with mean price 0.3, 6 impressions of adomain 'reyeslaw.com' with mean price 0.3, 5 impressions of adomain 'royalcanin.com' with mean price 0.3, 4 impressions of adomain 'samsung.com' with mean price 0.3, 6 impressions of adomain 'skechers.com' with mean price 0.2, 4 impressions of adomain 'sling.com' with mean price 0.8, 10 impressions of adomain 'smartypantsvitamins.com' with mean price 0.2, 2 impressions of adomain 'spectrum.com' with mean price 0.6, 1 impressions of adomain 'temu.com' with mean price 50.8, 3 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'vicks.com' with mean price 0.4, 1 impressions of adomain 'vitamix.com' with mean price 0.4, 36 impressions of adomain 'walmart.com' with mean price 1.7; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.9; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 32.7; 7 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 13.0; 43 sessions in app 'jp.co.goodroid.hyper.hexaaway', 1797 ad_requests with mean bid_floor 8.9, 52 impressions of adomain 'adidas.com' with mean price 0.0, 55 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bausch.com' with mean price 0.1, 3 impressions of adomain 'chipsahoy.com' with mean price 0.3, 1 impressions of adomain 'coach.com' with mean price 0.2, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 3 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.3, 9 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'frostbank.com' with mean price 0.1, 1 impressions of adomain 'grammarly.com' with mean price 0.0, 1 impressions of adomain 'hellostretch.com' with mean price 0.2, 4 impressions of adomain 'iheart.com' with mean price 0.1, 1 impressions of adomain 'jackinthebox.com' with mean price 0.4, 3 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'kleenex.com' with mean price 0.1, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'metropolitancityplace.com' with mean price 0.3, 1 impressions of adomain 'mikmak.com' with mean price 0.5, 1 impressions of adomain 'mikmak.tv' with mean price 0.9, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'nestleusa.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'nowfoods.com' with mean price 0.2, 5 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'openroadlending.com' with mean price 1.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'paulmitchell.com' with mean price 0.7, 2 impressions of adomain 'pedialyte.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 2 impressions of adomain 'refreshbrand.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'sauerbrandsinc.com' with mean price 1.1, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.5, 1 impressions of adomain 'sourpatchkids.com' with mean price 0.6, 11 impressions of adomain 'temu.com' with mean price 22.7, 1 impressions of adomain 'texaslottery.com' with mean price 1.3, 1 impressions of adomain 'thomasjhenrylaw.com' with mean price 0.3, 1 impressions of adomain 'ubykotex.com' with mean price 0.2, 1 impressions of adomain 'ukg.com' with mean price 0.3, 4 impressions of adomain 'upsimples.com' with mean price 0.3, 1 impressions of adomain 'visitouray.com' with mean price 0.2, 1 impressions of adomain 'visitpagosasprings.com' with mean price 0.5, 5 impressions of adomain 'wkkellogg.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 2024-12-26 11:50:23;time_since_impression_in_hours is 5054;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 6120;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.493284040537094;partition is 3333
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