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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 'd2d4b4b5-3a63-48dc-abf4-b0f755c9087a';uuid is 'f38ed10e-00a2-4126-bc69-492a8633b64a';bid_timestamp is '2025-01-29 17:09:05';device_id is 'd2d4b4b5-3a63-48dc-abf4-b0f755c9087a';biddate is '2025-01-29';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 180;target_cpi is 3.71999999999999;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 25.44;placement_historical_value is 8.367832;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 31846998 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1;prior_theme_impressions_count is 11;prior_tag_clicks_count is 4 ;time_since_click is 31846966;hour is '2025-01-29 17:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[1 sessions in app 'canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game', 4 ad_requests with mean bid_floor 5.0; 3 sessions in app 'com.blackout.spades', 920 ad_requests with mean bid_floor 28.3, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.3, 1 impressions of adomain 'galderma.com' with mean price 0.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 180.0, 2 impressions of adomain 'nuunlife.com' with mean price 0.5, 1 impressions of adomain 'olly.com' with mean price 0.4, 2 impressions of adomain 'tiktok.com' with mean price 1.4, 2 impressions of adomain 'ultimahealth.com' with mean price 0.3; 10 sessions in app 'com.enflick.android.TextNow', 15 ad_requests with mean bid_floor 44.0; 2 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 113 ad_requests with mean bid_floor 19.2, 1 impressions of adomain 'qulipta.com' with mean price 0.8; 4 sessions in app 'com.fiogonia.euchre', 409 ad_requests with mean bid_floor 36.6; 8 sessions in app 'com.mattel163.skipbo', 325 ad_requests with mean bid_floor 203.4; 6 sessions in app 'com.newpubco.spades', 1592 ad_requests with mean bid_floor 20.7, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 3 impressions of adomain 'aloha.com' with mean price 0.5, 21 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bestplay.app' with mean price 0.5, 1 impressions of adomain 'casino.fanduel.com' with mean price 2.6, 8 impressions of adomain 'chrysler.com' with mean price 0.5, 2 impressions of adomain 'coca-cola.com' with mean price 0.4, 1 impressions of adomain 'cslplasma.com' with mean price 1.1, 4 impressions of adomain 'dave.com' with mean price 0.6, 1 impressions of adomain 'espnbet.com' with mean price 0.4, 1 impressions of adomain 'exmox.com' with mean price 0.7, 1 impressions of adomain 'google.com' with mean price 2.1, 2 impressions of adomain 'haleon.com' with mean price 0.4, 5 impressions of adomain 'healthprimal.com' with mean price 14.1, 17 impressions of adomain 'intuit.com' with mean price 1.4, 1 impressions of adomain 'moneylion.com' with mean price 0.5, 1 impressions of adomain 'naturesway.com' with mean price 0.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'oneaday.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.8, 5 impressions of adomain 'peppermint-lips.com' with mean price 10.0, 1 impressions of adomain 'pluto.tv' with mean price 0.5, 6 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'shopgenius.com' with mean price 1.1, 2 impressions of adomain 'speakupinbronchiectasis.com' with mean price 2.0, 5 impressions of adomain 'spectrum.com' with mean price 1.1, 1 impressions of adomain 'tango.me' with mean price 0.3, 1 impressions of adomain 'tymlos.com' with mean price 0.5, 6 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'waynecounty.com' with mean price 0.9, 1 impressions of adomain 'www.admile.com' with mean price 0.7, 1 impressions of adomain 'zynga.com' with mean price 0.2; 4 sessions in app 'com.vitastudio.mahjong', 8 ad_requests with mean bid_floor 0.0; 2 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 57 ad_requests with mean bid_floor 1.3, 9 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'ancientnutrition.com' with mean price 0.2, 1 impressions of adomain 'armra.com' with mean price 0.2, 1 impressions of adomain 'beachbody.com' with mean price 0.4, 3 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'boost.com' with mean price 0.2, 2 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'discovery.com' with mean price 0.4, 2 impressions of adomain 'disneyplus.com' with mean price 0.0, 5 impressions of adomain 'dymatize.com' with mean price 0.2, 1 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'meijer.com' with mean price 0.1, 1 impressions of adomain 'mi.betrivers.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.0, 2 impressions of adomain 'premierprotein.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'walgreens.com' with mean price 0.5, 1 impressions of adomain 'wkkellogg.com' with mean price 0.0, 1 impressions of adomain 'zephyrmobile.com' with mean price 0.2, 3 impressions of adomain 'zynga.com' with mean price 0.1];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-02-03 21:56:41;dc_15roundended_before_d8_timestamp is 45690.8359143519;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-29 17:50:18;time_since_impression_in_hours is 8846;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 8846;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.237164220294776;partition is 2599
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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 '44b1ecbb-1aa7-4f91-9e7c-7b7a1b6c3695';uuid is '19ff3d9e-d191-408c-b3ff-584c5b0f4395';bid_timestamp is '2025-01-08 2:13:43';device_id is '44b1ecbb-1aa7-4f91-9e7c-7b7a1b6c3695';biddate is '2025-01-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 28.7818676029104;target_cpi is 1.52905652996568;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 27085812 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.24;prior_theme_impressions_count is 4;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-08 02:00:00+00:00';day_of_week is '2';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 'sharecare.com' with mean price 1.4; 11 sessions in app 'com.newpubco.spades', 921 ad_requests with mean bid_floor 19.5, 1 impressions of adomain 'advanceamerica.net' with mean price 1.1, 1 impressions of adomain 'amax.com' with mean price 0.3, 30 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'app.boostr.com' with mean price 0.4, 2 impressions of adomain 'ariat.com' with mean price 0.1, 1 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'bcpowder.com' with mean price 0.8, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.3, 3 impressions of adomain 'captkirks.com' with mean price 0.3, 1 impressions of adomain 'celsius.com' with mean price 0.6, 1 impressions of adomain 'christushealth.org' with mean price 0.2, 2 impressions of adomain 'chumbacasino.com' with mean price 0.4, 13 impressions of adomain 'creditkarma.com' with mean price 15.1, 6 clicks of adomain 'creditkarma.com', 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'ecarone.com' with mean price 0.4, 2 impressions of adomain 'experian.com' with mean price 0.2, 1 clicks of adomain 'farmlandfoods.sfdbrands.com', 1 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.4, 3 impressions of adomain 'frostbank.com' with mean price 0.3, 26 impressions of adomain 'gm.com' with mean price 2.2, 21 impressions of adomain 'houstonmethodist.org' with mean price 1.4, 3 impressions of adomain 'ibsdtakesguts.com' with mean price 1.9, 5 impressions of adomain 'intuit.com' with mean price 0.7, 1 impressions of adomain 'iwgplc.com' with mean price 0.5, 3 impressions of adomain 'jameshardie.com' with mean price 1.0, 1 impressions of adomain 'kleenex.com' with mean price 0.1, 1 impressions of adomain 'kohls.com' with mean price 0.4, 3 impressions of adomain 'madison-reed.com' with mean price 0.3, 1 impressions of adomain 'mcdonalds.com' with mean price 0.8, 1 impressions of adomain 'metamucil.com' with mean price 1.1, 1 impressions of adomain 'natrol.com' with mean price 0.9, 5 impressions of adomain 'nutrafol.com' with mean price 0.4, 4 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'paypal.com' with mean price 0.8, 2 impressions of adomain 'peppermint-lips.com' with mean price 11.2, 1 impressions of adomain 'perdue.com' with mean price 0.7, 1 impressions of adomain 'platoscloset.com' with mean price 0.7, 1 impressions of adomain 'poise.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'puschnguyen.com' with mean price 0.3, 1 clicks of adomain 'sallyhansen.com', 4 impressions of adomain 'sallyhansen.com' with mean price 0.2, 4 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'sixflags.com' with mean price 0.5, 3 impressions of adomain 'southwest.com' with mean price 0.4, 1 impressions of adomain 'temptationstreats.com' with mean price 0.2, 1 impressions of adomain 'texaslottery.com' with mean price 0.2, 1 impressions of adomain 'vacareers.va.gov' with mean price 2.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'vrbo.com' with mean price 0.7, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'xifaxan.com' with mean price 1.5; 4 sessions in app 'puzzle.blockpuzzle.cube.relax', 120 ad_requests with mean bid_floor 7.8, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'reyeslaw.com' with mean price 0.2, 8 impressions of adomain 'walmart.com' with mean price 1.9; 2 sessions in app 'thxdroid.androidapp.translatepro', 7 ad_requests with mean bid_floor 1.5];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 2025-01-08 2:16:53;time_since_impression_in_hours is 7523;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.749109499273801;partition is 339
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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 '58226ff7-f046-4686-b81d-af2d44a6ccf0';uuid is 'd992b4e1-caa6-428f-99ed-13cb94322356';bid_timestamp is '2024-12-22 5:37:31';device_id is '58226ff7-f046-4686-b81d-af2d44a6ccf0';biddate is '2024-12-22';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.52690102974063;target_cpi is 1.81404912840292;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 53.898305;placement_historical_value is 6.265975;third_party_bid_price is ;prior_tag_impressions_count is 149 ;time_since_impression is 88340 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.72;prior_theme_impressions_count is 149;prior_tag_clicks_count is 78 ;time_since_click is 12977423;hour is '2024-12-22 05:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[1 sessions in app 'com.bluecat.disintegrator', 289 ad_requests with mean bid_floor 12.1; 170 sessions in app 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games', 3841 ad_requests with mean bid_floor 3.1, 10 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'ads.netapop.com' with mean price 1.2, 1 impressions of adomain 'aloha.com' with mean price 0.2, 78 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'armra.com' with mean price 0.2, 2 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'bakerbrothersplumbing.com' with mean price 0.6, 1 impressions of adomain 'billybobstexas.com' with mean price 0.2, 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 2 impressions of adomain 'castrol.com' with mean price 0.1, 1 impressions of adomain 'click2cart.com' with mean price 0.2, 1 impressions of adomain 'coleparmer.com' with mean price 0.1, 1 impressions of adomain 'columbia.com' with mean price 0.5, 4 impressions of adomain 'costco.com' with mean price 2.5, 3 impressions of adomain 'covergirl.com' with mean price 0.2, 7 impressions of adomain 'cslplasma.com' with mean price 1.3, 2 impressions of adomain 'davines.com' with mean price 0.1, 4 impressions of adomain 'deerstags.com' with mean price 0.1, 3 impressions of adomain 'depend.com' with mean price 0.1, 6 impressions of adomain 'discovery.com' with mean price 0.2, 3 impressions of adomain 'doublewoodsupplements.store' with mean price 0.2, 4 impressions of adomain 'drunkelephant.com' with mean price 0.2, 5 impressions of adomain 'eatenlightened.com' with mean price 0.1, 2 impressions of adomain 'elitetrainingcoach.com' with mean price 0.3, 1 impressions of adomain 'esupplements.com' with mean price 0.3, 3 impressions of adomain 'fitkingshop.com' with mean price 0.1, 2 impressions of adomain 'fm-invest.com' with mean price 0.2, 11 impressions of adomain 'freedomchryslerdodgejeepramnorth.com' with mean price 0.5, 24 impressions of adomain 'frenkelfirm.com' with mean price 0.1, 1 impressions of adomain 'fruit-gaming.com' with mean price 0.0, 1 impressions of adomain 'galderma.com' with mean price 0.1, 3 impressions of adomain 'gourmetnut.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.2, 4 impressions of adomain 'helenoftroy.com' with mean price 0.2, 1 impressions of adomain 'hellorpm.com' with mean price 0.8, 11 impressions of adomain 'henkel-northamerica.com' with mean price 0.6, 3 impressions of adomain 'hennessy.com' with mean price 0.4, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 1 impressions of adomain 'humann.com' with mean price 0.3, 1 impressions of adomain 'hungrystudio.com' with mean price 0.5, 1 impressions of adomain 'hyundaiusa.com' with mean price 1.8, 13 impressions of adomain 'jobsohio.com' with mean price 0.2, 2 impressions of adomain 'kenraprofessional.com' with mean price 0.2, 1 impressions of adomain 'kleenex.com' with mean price 0.1, 5 impressions of adomain 'lifeextension.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 7 impressions of adomain 'liquiddeath.com' with mean price 0.2, 2 impressions of adomain 'lorealparisusa.com' with mean price 0.2, 1 impressions of adomain 'marcus.com' with mean price 0.2, 2 impressions of adomain 'mars.com' with mean price 0.1, 1 impressions of adomain 'millerfamilywines.com' with mean price 0.7, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 8 impressions of adomain 'moroccanoil.com' with mean price 0.2, 1 impressions of adomain 'murdochs.com' with mean price 0.6, 1 impressions of adomain 'myshinytime.biz' with mean price 0.4, 2 impressions of adomain 'naturesway.com' with mean price 0.1, 2 impressions of adomain 'neutrogena.com' with mean price 0.7, 3 impressions of adomain 'nordvpn.com' with mean price 0.1, 2 impressions of adomain 'numerator.com' with mean price 0.0, 4 impressions of adomain 'nuunlife.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'obagi.com' with mean price 0.0, 1 impressions of adomain 'opalescence.com' with mean price 0.2, 4 impressions of adomain 'optimumnutrition.com' with mean price 0.1, 1 impressions of adomain 'orangetheory.com' with mean price 1.3, 2 impressions of adomain 'orgain.com' with mean price 0.2, 2 impressions of adomain 'paradisecoast.com' with mean price 0.3, 5 impressions of adomain 'paulmitchell.com' with mean price 0.3, 1 impressions of adomain 'peacocktv.com' with mean price 0.1, 6 impressions of adomain 'pentlyconger.com' with mean price 0.0, 5 impressions of adomain 'pepsico.com' with mean price 0.1, 1 impressions of adomain 'pharmavite.com' with mean price 0.2, 4 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 2 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'quicksaver.info' with mean price 0.0, 6 impressions of adomain 'reebok.com' with mean price 0.1, 2 impressions of adomain 'sallyhansen.com' with mean price 0.1, 5 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'scotiabank.com' with mean price 0.1, 1 impressions of adomain 'scottbrand.com' with mean price 0.1, 1 impressions of adomain 'sculptnation.com' with mean price 0.1, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.2, 1 impressions of adomain 'shopflavcity.com' with mean price 0.2, 4 impressions of adomain 'sleepnumber.com' with mean price 0.3, 7 impressions of adomain 'smartypantsvitamins.com' with mean price 0.2, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.2, 3 impressions of adomain 'theclaremontapts.com' with mean price 0.2, 1 impressions of adomain 'theparkatkatytrail.com' with mean price 0.3, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.1, 2 impressions of adomain 'tiktok.com' with mean price 1.2, 1 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'track.renewalwindowshub.com' with mean price 4.3, 1 clicks of adomain 'track.renewalwindowshub.com', 15 impressions of adomain 'traditionalmedicinals.com' with mean price 0.3, 1 impressions of adomain 'tula.com' with mean price 0.2, 1 impressions of adomain 'ultimahealth.com' with mean price 0.1, 1 impressions of adomain 'universalnutrition.com' with mean price 0.1, 1 impressions of adomain 'utdallas.edu' with mean price 2.6, 1 impressions of adomain 'vanguardinvestor.co.uk' with mean price 0.4, 2 impressions of adomain 'vitalproteins.com' with mean price 0.2, 2 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'walmart.com' with mean price 0.1, 1 impressions of adomain 'wendys.com' with mean price 0.0, 1 impressions of adomain 'winstar.com' with mean price 0.9, 1 impressions of adomain 'wishfarms.com' with mean price 0.1, 4 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 2 impressions of adomain 'zales.com' with mean price 0.8; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 4.8; 117 sessions in app 'com.kbible.htimegix', 2567 ad_requests with mean bid_floor 99.8; 42 sessions in app 'com.mattel163.skipbo', 777 ad_requests with mean bid_floor 4.7, 6 impressions of adomain 'adidas.com' with mean price 0.2, 47 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'carolina.com' with mean price 0.2, 1 impressions of adomain 'castrol.com' with mean price 0.2, 2 impressions of adomain 'chipsahoy.com' with mean price 0.3, 1 impressions of adomain 'discovery.com' with mean price 0.6, 3 impressions of adomain 'doublewoodsupplements.store' with mean price 0.3, 3 impressions of adomain 'drunkelephant.com' with mean price 0.2, 2 impressions of adomain 'freedomchryslerdodgejeepramnorth.com' with mean price 1.2, 3 impressions of adomain 'frostbank.com' with mean price 0.3, 1 impressions of adomain 'grayschoolofmusic.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'moroccanoil.com' with mean price 0.3, 1 impressions of adomain 'purina.com' with mean price 0.1, 5 impressions of adomain 'samsung.com' with mean price 0.4, 4 impressions of adomain 'smartypantsvitamins.com' with mean price 0.3, 1 impressions of adomain 'tarpeyo.com' with mean price 0.2, 1 impressions of adomain 'textnow.com' with mean price 0.2, 3 impressions of adomain 'tiktok.com' with mean price 1.4, 6 impressions of adomain 'traditionalmedicinals.com' with mean price 0.2, 2 impressions of adomain 'tula.com' with mean price 0.3, 2 impressions of adomain 'verizon.com' with mean price 0.1, 5 impressions of adomain 'voquezna.com' with mean price 0.3, 1 impressions of adomain 'voqueznapro.com' with mean price 0.2, 8 impressions of adomain 'wkkellogg.com' with mean price 0.1; 491 sessions in app 'com.metropcs.metrozone', 4518 ad_requests with mean bid_floor 84.4; 1 sessions in app 'com.peoplefun.wordcross', 19 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 4.3; 68 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3989 ad_requests with mean bid_floor 12.9, 1 impressions of adomain 'fruit-gaming.com' with mean price 7.2, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 2 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 4.7, 1 clicks of adomain 'www.vitastudio.ai', 1 impressions of adomain 'www.vitastudio.ai' with mean price 4.9; 6 sessions in app 'com.tripledot.woodoku', 32 ad_requests with mean bid_floor 8.4; 4 sessions in app 'com.unique.zombie_recycle', 71 ad_requests with mean bid_floor 6.1; 1 sessions in app 'gkjhc.keji.xmy.xh', 73 ad_requests with mean bid_floor 16.7; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 31.4; 4 sessions in app 'in.playsimple.tripcross', 5 ad_requests with mean bid_floor 11.9; 16 sessions in app 'in.playsimple.wordtrip', 48 ad_requests with mean bid_floor 36.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-22 5:48:14;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 3605;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.541650564763719;partition is 3872
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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 '273883c3-651f-4e5b-b1ff-7dd8a4f8d645';uuid is '8034084b-9680-45c0-bb3c-3da2eb92590a';bid_timestamp is '2025-01-31 21:36:14';device_id is '273883c3-651f-4e5b-b1ff-7dd8a4f8d645';biddate is '2025-01-31';country is 'USA';app is 'gin.rummy.ginrummy.free.online.offline.classic.card.game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '51a7255c07f27da656400084e11fc8a7';display_manager is 'bidmachine';raw_price is 8;target_cpi is 3.71999999999999;campaign is 58215;creative_id is 229284;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 2.1465 ;min_floor is ;bidmachine_placement_value is 4.416667;placement_historical_value is 7.71994;third_party_bid_price is ;prior_tag_impressions_count is 42 ;time_since_impression is 175286 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 42;prior_tag_clicks_count is 16 ;time_since_click is 175276;hour is '2025-01-31 21:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[2 sessions in app 'com.asgame.bubbleshooterbubbleelf', 12 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.avatarlife.avatarstory.mystory.myworld.mywonder', 6 ad_requests with mean bid_floor 32.0; 1 sessions in app 'com.fiogonia.spades', 5 ad_requests with mean bid_floor 27.1; 1 sessions in app 'com.solitarie.card.regal.game', 15 ad_requests with mean bid_floor 7.3; 33 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1272 ad_requests with mean bid_floor 13.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 2.8, 15 clicks of adomain 'newpub.co/spades', 15 impressions of adomain 'newpub.co/spades' with mean price 10.8, 1 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 3.6, 2 clicks of adomain 'shein.com', 3 impressions of adomain 'shein.com' with mean price 8.8, 2 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 5.5, 1 clicks of adomain 'wisewaveltd.com', 1 impressions of adomain 'wisewaveltd.com' with mean price 3.0; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 3.3; 2 sessions in app 'com.videomedia.photovideomaker.slideshow', 4 ad_requests with mean bid_floor 75.3; 3 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 7 ad_requests with mean bid_floor 85.9; 22 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 1041 ad_requests with mean bid_floor 18.3, 1 impressions of adomain 'intuit.com' with mean price 0.8, 1 impressions of adomain 'mdmexclusives.com' with mean price 2.8, 1 clicks of adomain 'mobilityware.com', 1 impressions of adomain 'mobilityware.com' with mean price 2.8, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 8.1, 2 clicks of adomain 'shein.com', 2 impressions of adomain 'shein.com' with mean price 5.4, 1 clicks of adomain 'wisewaveltd.com', 1 impressions of adomain 'wisewaveltd.com' with mean price 2.2; 14 sessions in app 'mobi.deallauncher.coupons.shopping', 14 ad_requests with mean bid_floor 5.2; 3 sessions in app 'net.peakgames.mobile.spades.android', 131 ad_requests with mean bid_floor 38.6; 1 sessions in app 'spades.solitaire.card.games.free', 33 ad_requests with mean bid_floor 32.2];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 2025-02-04 16:21:59;time_since_impression_in_hours is 48;channel is 'USA/I/bidmachine/gin.rummy.ginrummy.free.online.offline.classic.card.game/False/482';time_since_click_in_hours is 49;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.69248603006281;partition is 1617
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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 '0ed417e6-4590-4144-af76-6f1a4fa8d3b6';uuid is '68c8a753-0f6e-4ce6-8ebe-a303112b1332';bid_timestamp is '2025-01-02 20:26:29';device_id is '0ed417e6-4590-4144-af76-6f1a4fa8d3b6';biddate is '2025-01-02';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 33.8958325189542;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 've';bid_floor is 11.4 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 11.4;prior_tag_impressions_count is 6 ;time_since_impression is 71952 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.48;prior_theme_impressions_count is 6;prior_tag_clicks_count is 5 ;time_since_click is 71939;hour is '2025-01-02 20:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[10 sessions in app 'com.fiogonia.spades', 1870 ad_requests with mean bid_floor 45.2; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 19;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 20;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.384930787841535;partition is 1617
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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 '24fd77ab-6241-4ff0-8f83-9da2e811cb49';uuid is '0812f6c7-851e-4d08-ac69-935dd360121f';bid_timestamp is '2025-02-05 3:18:05';device_id is '24fd77ab-6241-4ff0-8f83-9da2e811cb49';biddate is '2025-02-05';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 27.4941133061016;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 25.44;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.61;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-05 03:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[2 sessions in app 'com.aaaudi.wordmaker', 69 ad_requests with mean bid_floor 17.1, 1 impressions of adomain 'lastpass.com' with mean price 2.0; 4 sessions in app 'com.blackout.spades', 241 ad_requests with mean bid_floor 34.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 27.5; 3 sessions in app 'com.newpubco.spades', 573 ad_requests with mean bid_floor 22.1, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'oakevergames.com' with mean price 0.3; 28 sessions in app 'in.playsimple.triple.tile.matchgame.pair.three.puzzle.object.royale', 855 ad_requests with mean bid_floor 17.5; 25 sessions in app 'in.playsimple.wordtrip', 7590 ad_requests with mean bid_floor 38.7, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 19.9, 1 clicks of adomain 'flixchatter.net', 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'productmadness.com' with mean price 10.5, 1 clicks of adomain 'ranx528.github.io', 1 impressions of adomain 'ranx528.github.io' with mean price 8.9, 4 impressions of adomain 'scorewarrior.com' with mean price 5.4];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-02-10 0:57:35;dc_15roundended_before_d8_timestamp is 45695.7324189815;ag_retention_d1_timestamp is 2025-02-05 3:21:58;0_timestamp is 2025-02-05 3:21:58;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 0.971809770677384;partition is 2229
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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 'e038988f-b5af-465f-bb4b-71bf25b37805';uuid is '039923c9-c9e5-46e2-9912-a5b9176b1080';bid_timestamp is '2024-12-25 20:00:28';device_id is 'e038988f-b5af-465f-bb4b-71bf25b37805';biddate is '2024-12-25';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 11.7028592814119;target_cpi is 2.86092474957292;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 70.666667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 307862 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.93;prior_theme_impressions_count is 5;prior_tag_clicks_count is 5 ;time_since_click is 307853;hour is '2024-12-25 20:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[1 sessions in app 'com.Catobilli.PowerHero', 125 ad_requests with mean bid_floor 11.1; 22 sessions in app 'com.agent.action', 644 ad_requests with mean bid_floor 27.2; 9 sessions in app 'com.animal.hunting.sniper.match', 164 ad_requests with mean bid_floor 7.4; 3 sessions in app 'com.clit.mana', 36 ad_requests with mean bid_floor 6.4; 76 sessions in app 'com.enflick.android.TextNow', 122 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 4.5; 7 sessions in app 'com.gamee.detective.mansion.pullpin.puzzle', 134 ad_requests with mean bid_floor 2.0; 29 sessions in app 'com.heli.monsters', 1657 ad_requests with mean bid_floor 37.7; 3 sessions in app 'com.hg.citydemolish.android', 13 ad_requests with mean bid_floor 59.8; 10 sessions in app 'com.hit.master', 244 ad_requests with mean bid_floor 1.6, 5 impressions of adomain 'acorn.tv' with mean price 0.2, 3 impressions of adomain 'advanticehealth.com' with mean price 0.2, 11 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'amcplus.com' with mean price 0.3, 4 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'coned.com' with mean price 0.6, 1 impressions of adomain 'drbrownsbaby.com' with mean price 0.2, 5 impressions of adomain 'drinkhint.com' with mean price 0.2, 2 impressions of adomain 'dyson.com' with mean price 0.2, 4 impressions of adomain 'elanco.com' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 6 impressions of adomain 'naturalfactors.com' with mean price 0.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'olly.com' with mean price 0.2, 2 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.2, 2 impressions of adomain 'sanofi.com' with mean price 0.4, 1 impressions of adomain 'tomsofmaine.com' with mean price 0.2, 1 impressions of adomain 'ymcanyc.org' with mean price 3.6, 2 impressions of adomain 'zquiet.com' with mean price 0.2; 43 sessions in app 'com.instabridge.android', 2085 ad_requests with mean bid_floor 66.9; 5 sessions in app 'com.newpubco.spades', 296 ad_requests with mean bid_floor 7.5, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 5 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'gillette.com' with mean price 0.4, 1 impressions of adomain 'groundtruth.com' with mean price 1.3, 1 impressions of adomain 'ny.gov' with mean price 0.8, 1 impressions of adomain 'ohmaryplay.com' with mean price 0.8, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 1 impressions of adomain 'pepsico.com' with mean price 0.7, 3 impressions of adomain 'pmi.com' with mean price 0.7, 1 impressions of adomain 'tech.pokergaga.net' with mean price 11.4, 1 impressions of adomain 'traciemartyn.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'welloflife.com' with mean price 10.2, 9 impressions of adomain 'ymcanyc.org' with mean price 1.8; 2 sessions in app 'com.obg.hunting.clash.wild.hunter.deer.jungle.hunter.real.hunting.game', 28 ad_requests with mean bid_floor 3.6; 3 sessions in app 'com.online.huntingsniper', 28 ad_requests with mean bid_floor 30.1; 1 sessions in app 'com.poep.maskp.antivirus', 8 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.secbi.hogur', 25 ad_requests with mean bid_floor 5.2; 23 sessions in app 'com.sniper.shooter.wild.ssw', 739 ad_requests with mean bid_floor 72.9; 1 sessions in app 'com.spaceclean.quickcleaner', 24 ad_requests with mean bid_floor 3.5; 4 sessions in app 'com.strawberry.pages.asmr', 11 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.tenic.tenic', 36 ad_requests with mean bid_floor 0.1; 33 sessions in app 'com.tripledot.spades', 1569 ad_requests with mean bid_floor 40.2, 1 impressions of adomain 'acorn.tv' with mean price 0.3, 1 impressions of adomain 'airwick.us' with mean price 0.3, 2 impressions of adomain 'amazon.com' with mean price 1.3, 2 impressions of adomain 'amcplus.com' with mean price 0.2, 2 impressions of adomain 'beiersdorf.com' with mean price 0.6, 5 impressions of adomain 'boostmobile.com' with mean price 0.9, 2 impressions of adomain 'budlight.com' with mean price 0.7, 1 impressions of adomain 'clorox.com' with mean price 0.2, 7 impressions of adomain 'coca-cola.com' with mean price 2.2, 16 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 1 impressions of adomain 'covergirl.com' with mean price 0.5, 5 impressions of adomain 'drinkcirkul.com' with mean price 0.6, 1 impressions of adomain 'drybarshops.com' with mean price 0.3, 1 impressions of adomain 'globalambassadorhotel.com' with mean price 1.0, 1 impressions of adomain 'goodnites.com' with mean price 0.3, 4 impressions of adomain 'impossiblefoods.com' with mean price 1.4, 1 impressions of adomain 'ingrezza.com' with mean price 0.5, 5 impressions of adomain 'instagram.com' with mean price 0.4, 5 impressions of adomain 'intuit.com' with mean price 0.8, 1 impressions of adomain 'metamucil.com' with mean price 0.7, 1 impressions of adomain 'mhitpoker.com' with mean price 22.4, 1 clicks of adomain 'mhitpoker.com', 1 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 2 impressions of adomain 'newellbrands.com' with mean price 0.5, 3 impressions of adomain 'nyp.org' with mean price 2.7, 5 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 1 impressions of adomain 'ubykotex.com' with mean price 0.6, 7 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'www2.wakefern.com' with mean price 2.3, 4 impressions of adomain 'ymcanyc.org' with mean price 3.6, 1 impressions of adomain 'zendesk.com' with mean price 1.3; 4 sessions in app 'com.tripledot.woodoku', 38 ad_requests with mean bid_floor 4.2; 5 sessions in app 'com.vafra.browser', 27 ad_requests with mean bid_floor 70.0; 5 sessions in app 'com.vira.heli.girl', 38 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.wwv.global', 14 ad_requests with mean bid_floor 351.8; 1 sessions in app 'easy.launcher', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'equalizer.bassbooster.volume.sound.eq', 3 ad_requests with mean bid_floor 6.4; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 5.6; 4 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 11.6; 82 sessions in app 'linkdesks.tile.match.fun', 540 ad_requests with mean bid_floor 28.7; 1 sessions in app 'net.wargaming.wows.blitz', 4 ad_requests with mean bid_floor 2.6; 20 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 416 ad_requests with mean bid_floor 1.6, 1 impressions of adomain 'ads.netapop.com' with mean price 3.2, 2 impressions of adomain 'pentlyconger.com' with mean price 0.8, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 2.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-25 20:09:21;time_since_impression_in_hours is 85;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 86;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.052260910712523;partition is 2783
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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 '2e3e96e6-08b9-4ad3-a914-b3bc4f3681b7';uuid is '2d1510df-5370-4c26-b0c2-90fb6d2bf4f2';bid_timestamp is '2025-01-08 22:25:33';device_id is '2e3e96e6-08b9-4ad3-a914-b3bc4f3681b7';biddate is '2025-01-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 226.225447277135;target_cpi is 3.69579490481927;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 361853 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.73;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 361835;hour is '2025-01-08 22:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[2 sessions in app 'com.blackout.spades', 123 ad_requests with mean bid_floor 12.0; 3 sessions in app 'com.callapp.callerid.spamcallblocker', 3 ad_requests with mean bid_floor 117.7; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 1 ad_requests with mean bid_floor 0.0; 61 sessions in app 'com.gamovation.chessclubpilot', 4471 ad_requests with mean bid_floor 52.4, 2 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'ads.netapop.com' with mean price 1.1, 6 clicks of adomain 'draftkings.com', 6 impressions of adomain 'draftkings.com' with mean price 20.8, 1 impressions of adomain 'hgliving.com' with mean price 0.8, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 1.3, 1 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 2 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'simplebro.co' with mean price 0.0, 1 impressions of adomain 'tjx.com' with mean price 0.0, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3; 176 sessions in app 'com.instabridge.android', 2218 ad_requests with mean bid_floor 81.4; 1 sessions in app 'com.otsbet.app', 8 ad_requests with mean bid_floor 0.0; 16 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2759 ad_requests with mean bid_floor 12.7, 1 clicks of adomain 'ads.netapop.com', 2 impressions of adomain 'ads.netapop.com' with mean price 6.5, 1 impressions of adomain 'consumertestconnect.com' with mean price 12.4, 2 impressions of adomain 'natifiedceringly.com' with mean price 10.6, 4 clicks of adomain 'oakevergames.com', 9 impressions of adomain 'oakevergames.com' with mean price 20.4, 1 clicks of adomain 'pentlyconger.com', 2 impressions of adomain 'pentlyconger.com' with mean price 11.0, 1 impressions of adomain 'receive-the-prize.online' with mean price 6.9, 2 impressions of adomain 'tech.pokergaga.net' with mean price 9.7; 1 sessions in app 'com.trustedapp.filerecovery.photo.recovery', 1 ad_requests with mean bid_floor 5.2; 6 sessions in app 'in.playsimple.wordtrip', 12 ad_requests with mean bid_floor 20.2; 58 sessions in app 'spades.solitaire.card.games.free', 2881 ad_requests with mean bid_floor 45.8];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 2025-01-08 22:28:57;time_since_impression_in_hours is 100;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 101;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.139201200622431;partition is 2897
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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 '5fb39465-4077-413d-b8b2-34a1ce5d1ec6';uuid is 'fdd4031a-d82b-47c0-b140-fcd446e7fb7b';bid_timestamp is '2025-02-04 21:43:42';device_id is '5fb39465-4077-413d-b8b2-34a1ce5d1ec6';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 'TRUE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 126.413231833306;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 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 19.673348;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 3.7;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 14;user_behavior is :[4 sessions in app 'com.blackout.spades', 240 ad_requests with mean bid_floor 34.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 126.4; 1 sessions in app 'com.block.juggle', 3 ad_requests with mean bid_floor 27.9; 1 sessions in app 'com.cdg.tictactoe', 4 ad_requests with mean bid_floor 54.2; 2 sessions in app 'com.dicedpixel.foodrun', 5 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.dopuz.klotski.riddle', 64 ad_requests with mean bid_floor 35.9; 8 sessions in app 'com.ea.gp.maddennfl21mobile', 8 ad_requests with mean bid_floor 68.5; 1 sessions in app 'com.easybrain.jigsaw.puzzles', 73 ad_requests with mean bid_floor 11.2, 1 impressions of adomain 'vicks.com' with mean price 1.1; 1 sessions in app 'com.highcore.hoopstars', 2 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.kayac.level_up_number', 14 ad_requests with mean bid_floor 0.0, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'oneaday.com' with mean price 1.1, 1 impressions of adomain 'roblox.com' with mean price 0.5; 2 sessions in app 'com.muscle.rush', 36 ad_requests with mean bid_floor 44.1; 2 sessions in app 'com.newpubco.spades', 192 ad_requests with mean bid_floor 19.7, 5 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'meetme.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'orgovyx.com' with mean price 1.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'playtika.com' with mean price 1.1, 1 impressions of adomain 'roblox.com' with mean price 0.6; 5 sessions in app 'com.outthinking.basketballshoot', 30 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.playgendary.bowmasters', 8 ad_requests with mean bid_floor 6.2, 3 impressions of adomain 'amazon.com' with mean price 0.7, 5 impressions of adomain 'floridalottery.com' with mean price 0.8, 1 impressions of adomain 'google.com' with mean price 0.6; 4 sessions in app 'com.playstrom.drawonepart', 17 ad_requests with mean bid_floor 33.3; 1 sessions in app 'com.studio501.jumpdunk', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.uc.minigame.relax', 7 ad_requests with mean bid_floor 0.9; 2 sessions in app 'de.softan.multiplication.table', 7 ad_requests with mean bid_floor 24.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45697.834837963;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-04 21:54:59;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.552609448873193;partition is 2371
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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 '1a03cc85-3e20-453f-894a-2ed8a6be4b72';uuid is '002f54c1-7e2f-4003-9c60-2c73231d9169';bid_timestamp is '2024-12-21 2:56:56';device_id is '1a03cc85-3e20-453f-894a-2ed8a6be4b72';biddate is '2024-12-21';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 5.89925065155189;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 5.231422;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 13834 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.9;prior_theme_impressions_count is 6;prior_tag_clicks_count is 2 ;time_since_click is 13826;hour is '2024-12-21 02:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior is :[49 sessions in app 'com.newpubco.spades', 4279 ad_requests with mean bid_floor 5.4, 1 impressions of adomain 'advanceamerica.net' with mean price 0.7, 3 impressions of adomain 'airproducts.com' with mean price 0.6, 1 impressions of adomain 'albertsons.com' with mean price 0.1, 1 impressions of adomain 'allergan.com' with mean price 0.4, 5 impressions of adomain 'amax.com' with mean price 0.7, 95 impressions of adomain 'amazon.com' with mean price 0.5, 3 impressions of adomain 'americangreetings.com' with mean price 0.6, 1 impressions of adomain 'anderson-hanson-blanton.com' with mean price 0.8, 1 impressions of adomain 'argenx.com' with mean price 5.5, 4 impressions of adomain 'att.com' with mean price 0.5, 3 impressions of adomain 'attorneybrianwhite.com' with mean price 0.1, 2 impressions of adomain 'azoproducts.com' with mean price 0.4, 2 impressions of adomain 'ballsort.gurugame.ai' with mean price 4.9, 1 impressions of adomain 'bayer.com' with mean price 0.3, 9 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'bestdaybrewing.com' with mean price 0.7, 5 impressions of adomain 'bestnutrainc.com' with mean price 5.5, 1 impressions of adomain 'blueland.com' with mean price 1.9, 1 impressions of adomain 'bluetriton.com' with mean price 0.4, 1 impressions of adomain 'bmncbtech.com' with mean price 0.1, 2 impressions of adomain 'carsforkids.org' with mean price 0.4, 2 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'catalyst.com' with mean price 1.2, 1 impressions of adomain 'central.com' with mean price 0.4, 3 impressions of adomain 'centralndnews.com' with mean price 0.2, 15 impressions of adomain 'chumbacasino.com' with mean price 0.2, 5 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 impressions of adomain 'comcast.com' with mean price 5.9, 3 impressions of adomain 'continentaltire.com' with mean price 0.8, 1 impressions of adomain 'cooksfleamarket.com' with mean price 0.5, 14 impressions of adomain 'cox.com' with mean price 0.3, 2 impressions of adomain 'cuidadodesalud.gov' with mean price 1.4, 1 impressions of adomain 'danone.com' with mean price 0.5, 1 impressions of adomain 'dapplebaby.com' with mean price 0.6, 10 impressions of adomain 'depend.com' with mean price 0.3, 5 impressions of adomain 'discover.com' with mean price 0.1, 6 impressions of adomain 'disneyplus.com' with mean price 0.4, 15 impressions of adomain 'dollargeneral.com' with mean price 0.3, 5 impressions of adomain 'dreametech.com' with mean price 0.4, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.6, 1 impressions of adomain 'dsldhomes.com' with mean price 0.3, 1 impressions of adomain 'electrolit.com' with mean price 0.5, 1 impressions of adomain 'extclaims.com' with mean price 1.5, 1 impressions of adomain 'facebook.com' with mean price 0.2, 1 impressions of adomain 'ferrerorocher.com' with mean price 1.0, 3 impressions of adomain 'fitbit.com' with mean price 0.2, 1 impressions of adomain 'fleamastersfleamarket.com' with mean price 0.6, 6 impressions of adomain 'floorcoveringsinternational.com' with mean price 0.5, 1 clicks of adomain 'floorcoveringsinternational.com', 2 impressions of adomain 'fourseasonssunrooms.com' with mean price 0.2, 3 impressions of adomain 'gcherrera.com' with mean price 0.3, 2 impressions of adomain 'givebcm.org' with mean price 0.7, 1 impressions of adomain 'goodnites.com' with mean price 0.9, 2 impressions of adomain 'google.com' with mean price 2.2, 1 impressions of adomain 'grainger.com' with mean price 1.0, 1 impressions of adomain 'grandjete.com' with mean price 0.2, 24 impressions of adomain 'greendragon.com' with mean price 0.6, 5 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'harborfreight.com' with mean price 0.7, 3 impressions of adomain 'harrishealth.org' with mean price 0.5, 1 clicks of adomain 'healthprimal.com', 11 impressions of adomain 'healthprimal.com' with mean price 7.6, 20 impressions of adomain 'heb.com' with mean price 0.3, 21 impressions of adomain 'hhs.gov' with mean price 0.2, 2 impressions of adomain 'hotwirecommunications.com' with mean price 0.8, 22 impressions of adomain 'houstonmethodist.org' with mean price 1.3, 1 impressions of adomain 'huggies.com' with mean price 0.2, 2 impressions of adomain 'icecream.com' with mean price 0.6, 2 impressions of adomain 'ict.edu' with mean price 0.3, 2 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'juniper.net' with mean price 0.4, 1 impressions of adomain 'kao.com' with mean price 0.4, 1 impressions of adomain 'kaplansinusrelief.com' with mean price 0.6, 2 impressions of adomain 'kelloggs.com' with mean price 1.2, 3 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'kipptexas.org' with mean price 0.5, 1 impressions of adomain 'kleenex.com' with mean price 0.4, 1 impressions of adomain 'lemonanagames.com' with mean price 0.2, 1 impressions of adomain 'lifenutrition.com' with mean price 5.5, 2 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'mazdausa.com' with mean price 0.5, 3 impressions of adomain 'meowwolf.com' with mean price 0.7, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'morganandco.com' with mean price 0.2, 2 impressions of adomain 'newchapter.com' with mean price 0.2, 5 impressions of adomain 'nianticlabs.com' with mean price 0.9, 3 impressions of adomain 'nowfoods.com' with mean price 0.8, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'oceanspray.com' with mean price 0.5, 1 impressions of adomain 'olay.com' with mean price 0.5, 4 impressions of adomain 'one1brands.com' with mean price 0.3, 1 impressions of adomain 'opvee.com' with mean price 1.3, 2 impressions of adomain 'orgain.com' with mean price 0.6, 1 impressions of adomain 'pandora.com' with mean price 0.1, 3 impressions of adomain 'paramountplus.com' with mean price 0.6, 6 impressions of adomain 'paypal.com' with mean price 1.3, 1 impressions of adomain 'pentlyconger.com' with mean price 0.3, 1 impressions of adomain 'pluto.tv' with mean price 1.6, 1 impressions of adomain 'poise.com' with mean price 0.3, 11 impressions of adomain 'progressive.com' with mean price 0.3, 2 impressions of adomain 'pulte.com' with mean price 0.3, 7 impressions of adomain 'rei.com' with mean price 0.6, 16 impressions of adomain 'rivian.com' with mean price 4.6, 3 impressions of adomain 'rodeodental.com' with mean price 0.5, 1 clicks of adomain 'rodeodental.com', 1 impressions of adomain 'sakrete.com' with mean price 1.1, 12 impressions of adomain 'samhsa.gov' with mean price 0.3, 5 impressions of adomain 'samsclub.com' with mean price 0.6, 8 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.3, 5 impressions of adomain 'shipt.com' with mean price 0.2, 1 impressions of adomain 'sjhd.com' with mean price 0.2, 29 impressions of adomain 'sleeper.com' with mean price 0.3, 2 impressions of adomain 'social-innovation.hitachi' with mean price 2.5, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 13 impressions of adomain 'strawberryfieldscannabis.com' with mean price 0.9, 17 impressions of adomain 'subaru.com' with mean price 0.4, 8 impressions of adomain 'swishersweets.com' with mean price 1.2, 1 impressions of adomain 'tarponlodge.com' with mean price 0.3, 2 impressions of adomain 'tech.pokergaga.net' with mean price 1.8, 4 impressions of adomain 'texascarsdirect.com' with mean price 0.3, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 clicks of adomain 'tubitv.com', 4 impressions of adomain 'tubitv.com' with mean price 3.9, 1 impressions of adomain 'txopioidresponse.org' with mean price 1.2, 4 impressions of adomain 'vaynermedia.com' with mean price 0.4, 10 impressions of adomain 'veritexbank.com' with mean price 0.6, 5 impressions of adomain 'vivistim.com' with mean price 0.5, 1 impressions of adomain 'webmd.com' with mean price 0.2, 4 impressions of adomain 'westparksprings.com' with mean price 0.3, 13 impressions of adomain 'winstar.com' with mean price 0.4, 6 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'woodlandspringshealth.com' with mean price 0.2, 1 impressions of adomain 'youtube.com' with mean price 0.4, 2 impressions of adomain 'zscaler.com' with mean price 0.7; 14 sessions in app 'com.paxiegames.mahjonginfinity', 191 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 4.6; 3 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 5.2; 30 sessions in app 'com.vitastudio.mahjong', 84 ad_requests with mean bid_floor 0.0; 42 sessions in app 'magnite%2F4vb92-uumdl', 0 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2024-12-24 19:58:47;dc_15roundended_before_d8_timestamp is 45648.7922569444;ag_retention_d1_timestamp is 2024-12-21 3:00:49;0_timestamp is 2024-12-21 3:00:49;time_since_impression_in_hours is 3;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 4;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.226483649483896;partition is 2371
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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 '4a12198a-5b86-4046-8bdb-6016e246c6b3';uuid is 'c0de88c7-6d7a-403f-9749-467c63c7179f';bid_timestamp is '2024-12-29 3:26:42';device_id is '4a12198a-5b86-4046-8bdb-6016e246c6b3';biddate is '2024-12-29';country is 'USA';app is 'com.mobilityware.Rummy';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 1.56299438808327;target_cpi is 2;campaign is 57716;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 've';bid_floor is 0.0125 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 112726 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.41;prior_theme_impressions_count is 5;prior_tag_clicks_count is 6 ;time_since_click is 112723;hour is '2024-12-29 03:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[4 sessions in app 'art.master.puzzle', 60 ad_requests with mean bid_floor 5.0, 1 impressions of adomain 'aspercreme.com' with mean price 0.7, 3 impressions of adomain 'goldbond.com' with mean price 1.1, 1 impressions of adomain 'icyhot.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'nowfoods.com' with mean price 0.4, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.4, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.3, 1 impressions of adomain 'temu.com' with mean price 46.1; 2 sessions in app 'com.dna.solitaireapp', 67 ad_requests with mean bid_floor 62.6; 2 sessions in app 'com.dvloper.granny', 4 ad_requests with mean bid_floor 23.9; 2 sessions in app 'com.jelly.tile.sparkle.fun.breeze', 14 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.mobilityware.MahjongSolitaire', 296 ad_requests with mean bid_floor 11.8, 4 clicks of adomain 'aios.soinluck.com', 4 impressions of adomain 'aios.soinluck.com' with mean price 6.9, 1 clicks of adomain 'ii.mobadbid.com', 1 impressions of adomain 'ii.mobadbid.com' with mean price 6.4, 1 impressions of adomain 'instacart.com' with mean price 0.1, 1 clicks of adomain 'jj.mobadbid.com', 1 impressions of adomain 'jj.mobadbid.com' with mean price 10.0; 33 sessions in app 'com.mobilityware.Rummy', 5963 ad_requests with mean bid_floor 50.6, 1 clicks of adomain '9snail.com', 3 impressions of adomain '9snail.com' with mean price 2.2, 8 clicks of adomain 'aios.soinluck.com', 16 impressions of adomain 'aios.soinluck.com' with mean price 6.3, 2 impressions of adomain 'amscot.com' with mean price 2.2, 2 impressions of adomain 'bidease.com' with mean price 3.4, 2 clicks of adomain 'bidease.com', 1 impressions of adomain 'brames.co' with mean price 4.1, 1 impressions of adomain 'camelgames.com' with mean price 3.8, 1 clicks of adomain 'camelgames.com', 2 impressions of adomain 'classicslot777.com' with mean price 36.3, 15 impressions of adomain 'dickssportinggoods.com' with mean price 7.9, 1 impressions of adomain 'dnamobileapps.com' with mean price 13.2, 1 clicks of adomain 'dnamobileapps.com', 1 impressions of adomain 'doc-hosting.flycricket.io' with mean price 2.1, 9 impressions of adomain 'ee.mobadbid.com' with mean price 4.2, 5 clicks of adomain 'ee.mobadbid.com', 1 impressions of adomain 'ff.mobadbid.com' with mean price 2.2, 1 clicks of adomain 'ff.mobadbid.com', 5 impressions of adomain 'getolympus.com' with mean price 1.4, 1 clicks of adomain 'getolympus.com', 1 impressions of adomain 'hh.mobadbid.com' with mean price 3.1, 1 clicks of adomain 'hh.mobadbid.com', 3 clicks of adomain 'ii.mobadbid.com', 5 impressions of adomain 'ii.mobadbid.com' with mean price 5.5, 4 clicks of adomain 'jj.mobadbid.com', 5 impressions of adomain 'jj.mobadbid.com' with mean price 3.7, 1 clicks of adomain 'lattfolloweaken.com', 1 impressions of adomain 'lattfolloweaken.com' with mean price 1.9, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 9.7, 5 clicks of adomain 'mintegral.com', 6 impressions of adomain 'mintegral.com' with mean price 3.5, 2 clicks of adomain 'tc0d5d25e.app-ads-txt.com', 2 impressions of adomain 'tc0d5d25e.app-ads-txt.com' with mean price 2.5, 6 clicks of adomain 'temu.com', 49 impressions of adomain 'temu.com' with mean price 8.7, 8 impressions of adomain 'tornado.frenzy.fishy.shelfclear.oceansea.com' with mean price 15.4, 4 clicks of adomain 'tornado.frenzy.fishy.shelfclear.oceansea.com', 5 impressions of adomain 'tubitv.com' with mean price 3.7, 2 clicks of adomain 'tubitv.com', 1 impressions of adomain 'unbound.org' with mean price 2.1; 4 sessions in app 'com.mobilityware.solitaire', 100 ad_requests with mean bid_floor 12.3; 2 sessions in app 'com.tile.mahjong.goodwin.reward.mystery', 93 ad_requests with mean bid_floor 9.7, 2 clicks of adomain 'temu.com', 11 impressions of adomain 'temu.com' with mean price 20.5; 17 sessions in app 'com.vitastudio.mahjong', 28 ad_requests with mean bid_floor 0.1; 3 sessions in app 'in.playsimple.cryptogram', 20 ad_requests with mean bid_floor 21.2; 1 sessions in app 'in.playsimple.wordtrip', 46 ad_requests with mean bid_floor 19.6, 1 impressions of adomain 'temu.com' with mean price 22.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 31;channel is 'USA/I/bidmachine/com.mobilityware.Rummy/False/192';time_since_click_in_hours is 31;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.27039335962928;partition is 2371
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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 '717013b2-c197-4111-8d97-2898d91203d6';uuid is 'f89ad6d4-21cb-4a73-b117-52284fa3f8da';bid_timestamp is '2025-01-13 21:05:03';device_id is '717013b2-c197-4111-8d97-2898d91203d6';biddate is '2025-01-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 12.6469526874549;target_cpi is 0.910043591131369;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is 11.637706;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 1827968 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.02;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 2071230;hour is '2025-01-13 21:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[8 sessions in app 'com.TrofyGames.UboatAttack', 183 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.afgame.app.poolball', 8 ad_requests with mean bid_floor 43.8; 35 sessions in app 'com.audiomack', 220 ad_requests with mean bid_floor 5.6, 2 impressions of adomain 'culturelle.com' with mean price 0.2, 1 impressions of adomain 'gotobermuda.com' with mean price 0.4, 1 impressions of adomain 'helloned.com' with mean price 0.1, 2 impressions of adomain 'ocalamarion.com' with mean price 0.9, 5 impressions of adomain 'textnow.com' with mean price 1.4; 4 sessions in app 'com.bacon.bcn03b.bike.racing', 6 ad_requests with mean bid_floor 5.2; 16 sessions in app 'com.blackout.spades', 1896 ad_requests with mean bid_floor 32.9, 1 impressions of adomain 'adameve.com' with mean price 0.3, 8 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'coterieseniorliving.com' with mean price 0.3, 2 impressions of adomain 'dymatize.com' with mean price 0.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 12.6, 3 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'olly.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 3 impressions of adomain 'peacocktv.com' with mean price 0.3, 2 impressions of adomain 'samhsa.gov' with mean price 0.5, 1 impressions of adomain 'textnow.com' with mean price 0.3, 3 impressions of adomain 'wellsfargo.com' with mean price 0.4; 1 sessions in app 'com.cover.zombie.fire.shooter', 11 ad_requests with mean bid_floor 57.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.game.space.shooter2', 10 ad_requests with mean bid_floor 2.1; 30 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 518 ad_requests with mean bid_floor 13.1, 1 impressions of adomain 'alamancecc.edu' with mean price 1.1, 1 impressions of adomain 'amazon.com' with mean price 0.6, 2 clicks of adomain 'iheart.com', 26 impressions of adomain 'iheart.com' with mean price 1.5, 1 impressions of adomain 'lowes.com' with mean price 1.1, 3 impressions of adomain 'moinian.com' with mean price 1.0, 1 impressions of adomain 'mrmandp.com' with mean price 1.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 8 impressions of adomain 'royalgreenny.com' with mean price 1.1, 3 impressions of adomain 'tech.pokergaga.net' with mean price 11.4, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 5 sessions in app 'com.neowiz.texasholdem.poker', 11 ad_requests with mean bid_floor 8.4; 2 sessions in app 'com.newpubco.spades', 175 ad_requests with mean bid_floor 5.5, 1 impressions of adomain 'annies.com' with mean price 1.0, 1 impressions of adomain 'bhsusa.com' with mean price 0.3, 1 impressions of adomain 'conning.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'gillette.com' with mean price 0.3, 5 impressions of adomain 'hhs.gov' with mean price 0.2, 1 clicks of adomain 'iottechnews.com', 2 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'johnsonville.com' with mean price 0.4, 2 impressions of adomain 'justalittlehigher.com' with mean price 0.5, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 2 impressions of adomain 'kimberly-clark.com' with mean price 0.5, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'msgnetworks.com' with mean price 0.4, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 2 impressions of adomain 'nuedextahcp.com' with mean price 0.3, 4 impressions of adomain 'ny.gov' with mean price 0.6, 2 impressions of adomain 'pmi.com' with mean price 0.5, 1 impressions of adomain 'pull-ups.com' with mean price 0.4, 2 impressions of adomain 'shipt.com' with mean price 0.3, 1 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'tech.pokergaga.net' with mean price 16.4, 1 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'weatherbyhealthcare.com' with mean price 1.3; 1 sessions in app 'com.xiuyou.DroneAttack', 5 ad_requests with mean bid_floor 38.8; 1 sessions in app 'com.zdb.c23.traffic.driving.simulator', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 8.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45672.7422569444;ag_retention_d1_timestamp is 2025-01-13 21:13:53;0_timestamp is 2025-01-13 21:13:53;time_since_impression_in_hours is 507;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 575;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.559256343276608;partition is 2992
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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 '4c1a43e5-7ad0-4a21-8e45-f39c98f629ad';uuid is 'ee5da2e6-0f50-4ae5-85a5-c8c2dad78a4e';bid_timestamp is '2025-01-07 4:44:37';device_id is '4c1a43e5-7ad0-4a21-8e45-f39c98f629ad';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 8.17955404215741;target_cpi is 1.75629595845859;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 253082 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.89;prior_theme_impressions_count is 13;prior_tag_clicks_count is 7 ;time_since_click is 253163;hour is '2025-01-07 04:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[15 sessions in app 'air.com.classicslotgalaxy', 16 ad_requests with mean bid_floor 0.0; 16 sessions in app 'com.blackout.spades', 2288 ad_requests with mean bid_floor 17.8, 27 impressions of adomain 'amazon.com' with mean price 0.7, 4 impressions of adomain 'camdencounty.com' with mean price 0.6, 2 impressions of adomain 'colgate.com' with mean price 0.5, 1 impressions of adomain 'dyson.com' with mean price 0.5, 1 impressions of adomain 'hike-footwear.com' with mean price 0.3, 1 impressions of adomain 'intelsat.com' with mean price 1.2, 1 impressions of adomain 'la-z-boy.com' with mean price 0.7, 2 impressions of adomain 'nestleusa.com' with mean price 0.6, 2 impressions of adomain 'ozempic.com' with mean price 1.5, 1 impressions of adomain 'primobrands.com' with mean price 0.7, 1 impressions of adomain 'redbull.com' with mean price 0.4, 1 clicks of adomain 'sallyhansen.com', 8 impressions of adomain 'sallyhansen.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'shopkitchenmama.com' with mean price 0.8; 16 sessions in app 'com.bonnie.trafficescape', 835 ad_requests with mean bid_floor 7.3, 5 impressions of adomain '2ndfloor.org' with mean price 0.2, 57 impressions of adomain 'amazon.com' with mean price 0.2, 4 impressions of adomain 'betrivers.com' with mean price 0.0, 1 impressions of adomain 'bluecotton.com' with mean price 0.5, 1 impressions of adomain 'bmlconcretedesigns.com' with mean price 2.0, 1 impressions of adomain 'covergirl.com' with mean price 0.4, 9 impressions of adomain 'hike-footwear.com' with mean price 0.1, 3 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'kdf.org' with mean price 1.5, 1 impressions of adomain 'lexus.eu' with mean price 0.9, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'mrmoxeys.com' with mean price 1.3, 1 impressions of adomain 'mychoicesoftware.com' with mean price 0.4, 1 impressions of adomain 'navyfederal.org' with mean price 0.5, 2 impressions of adomain 'nj.betrivers.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 11 impressions of adomain 'primobrands.com' with mean price 0.2, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 2 impressions of adomain 'sony.com' with mean price 0.2, 2 impressions of adomain 'traveltexas.com' with mean price 0.5, 3 impressions of adomain 'us.betrivers.net' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 11 impressions of adomain 'xifaxan.com' with mean price 1.1; 1 sessions in app 'com.brainium.solitairefree', 37 ad_requests with mean bid_floor 3.0; 17 sessions in app 'com.kamagames.videopoker', 30 ad_requests with mean bid_floor 4.5; 14 sessions in app 'com.king.candycrushsodasaga', 63 ad_requests with mean bid_floor 4.0; 14 sessions in app 'com.luckyjackpotcasino.kenocasino', 15 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.playvalve.solitaire', 29 ad_requests with mean bid_floor 98.9; 2 sessions in app 'com.solitarie.card.regal.game', 16 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.yy.solitaire.classic.card.game.free', 1 ad_requests with mean bid_floor 5.2; 8 sessions in app 'jigsaw.puzzle.game.banana', 463 ad_requests with mean bid_floor 11.8, 1 impressions of adomain 'allergan.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.6, 5 impressions of adomain 'autoinsurance.org' with mean price 0.1, 2 impressions of adomain 'bushbeans.com' with mean price 0.1, 1 impressions of adomain 'carando.com' with mean price 0.1, 8 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'commissaries.com' with mean price 0.7, 1 impressions of adomain 'cslplasma.com' with mean price 0.5, 2 impressions of adomain 'discoverpuertorico.com' with mean price 0.3, 2 impressions of adomain 'distrokid.com' with mean price 0.2, 1 impressions of adomain 'frederickwildman.com' with mean price 0.2, 2 impressions of adomain 'instacart.com' with mean price 1.2, 4 impressions of adomain 'intuit.com' with mean price 0.2, 13 impressions of adomain 'jetblue.com' with mean price 0.3, 5 impressions of adomain 'mattressfirm.com' with mean price 0.3, 2 impressions of adomain 'metamucil.com' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 3 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 12 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 3 impressions of adomain 'patagonia.com' with mean price 0.1, 5 impressions of adomain 'paycom.com' with mean price 0.3, 2 impressions of adomain 'productmadness.com' with mean price 15.3, 2 clicks of adomain 'productmadness.com', 1 impressions of adomain 'subaru.com' with mean price 0.1, 2 impressions of adomain 'taxact.com' with mean price 0.2, 2 impressions of adomain 'wakefern.com' with mean price 0.3, 17 impressions of adomain 'walmart.com' with mean price 0.5, 1 impressions of adomain 'wawa.com' with mean price 0.1; 3 sessions in app 'solitaire.mahjongmaker.collection.card.solitaire.klondike', 75 ad_requests with mean bid_floor 2.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-07 4:49:06;time_since_impression_in_hours is 70;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 70;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.366426796958995;partition is 1382
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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 '3a9b48c5-b584-4c80-a15d-adcd6e67e0d0';uuid is '0d006fd9-d118-436d-b583-78120bbee1ac';bid_timestamp is '2025-01-06 22:39:25';device_id is '3a9b48c5-b584-4c80-a15d-adcd6e67e0d0';biddate is '2025-01-06';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 250;target_cpi is 5.89891788699972;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 30.916667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 13731655 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.81;prior_theme_impressions_count is 4;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-06 22:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[18 sessions in app 'com.JindoBlu.OfflineGames', 1752 ad_requests with mean bid_floor 2.5; 3 sessions in app 'com.blackout.spades', 374 ad_requests with mean bid_floor 22.0, 3 impressions of adomain 'amazon.com' with mean price 0.7, 4 impressions of adomain 'kimberly-clark.com' with mean price 0.4, 1 impressions of adomain 'nowfoods.com' with mean price 0.4; 7 sessions in app 'com.boostypro.android', 101 ad_requests with mean bid_floor 0.6; 5 sessions in app 'com.hildayani.energycircuitboard', 370 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.link.messages.sms', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.rjp.diarypro', 5 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 494 ad_requests with mean bid_floor 12.7, 1 impressions of adomain 'mobilesafetytech.com' with mean price 2.4, 2 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 31.8, 2 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 19.2, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 18.9; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.4; 15 sessions in app 'com.wildcard.spadespop', 1345 ad_requests with mean bid_floor 10.7; 2 sessions in app 'com.youchen.clickpianoblock', 71 ad_requests with mean bid_floor 15.5; 1 sessions in app 'sms.app.messages.app.message.box.message.me', 1 ad_requests with mean bid_floor 5.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-06 23:16:49;time_since_impression_in_hours is 3814;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 2;fast_click_2h is 0;rnd is 0.338743549059983;partition is 346
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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 'b23dee7c-11b2-4c14-8c2f-04b34a461e32';uuid is 'ef881e61-d989-4667-be0e-8205c91c2660';bid_timestamp is '2025-01-02 9:45:47';device_id is 'b23dee7c-11b2-4c14-8c2f-04b34a461e32';biddate is '2025-01-02';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 91.5860677695093;target_cpi is 3.06122302318903;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 12.229946 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 12.2299456171438;prior_tag_impressions_count is 14 ;time_since_impression is 15910664 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 14;prior_tag_clicks_count is 4 ;time_since_click is 23726751;hour is '2025-01-02 09:00:00+00:00';day_of_week is '3';os_version is 11;user_behavior is :[3 sessions in app 'com.aaaudi.wordmaker', 52 ad_requests with mean bid_floor 11.3, 2 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'goldbond.com' with mean price 0.5, 2 impressions of adomain 'samsung.com' with mean price 1.0, 2 impressions of adomain 'spectrum.com' with mean price 0.6, 2 impressions of adomain 'walgreens.com' with mean price 0.7; 28 sessions in app 'com.dice.game.puzzle.games.mergegame.number.match', 231 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.dice.merge.puzzlegames.relax', 86 ad_requests with mean bid_floor 4.5; 34 sessions in app 'com.enp.museum.google', 1020 ad_requests with mean bid_floor 15.9; 1 sessions in app 'com.fc.hexa.sort.color.sorting.brain.puzzle', 23 ad_requests with mean bid_floor 2.0; 24 sessions in app 'com.hexa.master.puzzle.match3d', 549 ad_requests with mean bid_floor 0.8; 15 sessions in app 'com.merge.dice.dicedom.macth.puzzlegame', 269 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 52 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.tile.match.blockpuzzle', 308 ad_requests with mean bid_floor 34.9; 2 sessions in app 'com.tile.trip.triple.match.connect.puzzle', 36 ad_requests with mean bid_floor 66.8; 1 sessions in app 'com.tripledot.solitaire', 6 ad_requests with mean bid_floor 6.8; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 4.0; 3 sessions in app 'com.vitastudio.mahjong', 54 ad_requests with mean bid_floor 14.4, 2 impressions of adomain 'amazon.com' with mean price 0.6; 3 sessions in app 'explorer.nature.puzzle.wow.casual.word.game.scapes.word.wonder', 54 ad_requests with mean bid_floor 28.2; 7 sessions in app 'games.burny.wooden.word.puzzle', 82 ad_requests with mean bid_floor 3.9, 4 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'learnings.ai' with mean price 0.2, 2 clicks of adomain 'purina.com', 5 impressions of adomain 'purina.com' with mean price 11.2; 9 sessions in app 'in.playsimple.wordtrip', 31 ad_requests with mean bid_floor 13.9; 1 sessions in app 'plantcare.plantidentifier.plantid.plantdiseaseidentifier', 1 ad_requests with mean bid_floor 123.2];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-06 19:49:14;dc_15roundended_before_d8_timestamp is 45662.7088657407;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 9:54:52;time_since_impression_in_hours is 4419;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 6591;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.610030772905368;partition is 1415
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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 '07cf3371-4ae8-4b0b-97da-f9a7d2cd0da2';uuid is '32faa064-38d0-45c7-ace1-9ed84b03c24d';bid_timestamp is '2025-01-29 16:24:26';device_id is '07cf3371-4ae8-4b0b-97da-f9a7d2cd0da2';biddate is '2025-01-29';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 180;target_cpi is 3.71999999999999;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 25.44;placement_historical_value is 21.75243;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-29 16:00:00+00:00';day_of_week is '2';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; 1 sessions in app 'bubbleshooter.orig', 86 ad_requests with mean bid_floor 15.5; 4 sessions in app 'com.MelsoftGames.FamilyIslandFarm', 132 ad_requests with mean bid_floor 129.1; 4 sessions in app 'com.PubtrainGames.CoffeePack', 42 ad_requests with mean bid_floor 7.0, 1 impressions of adomain 'ae.com' with mean price 1.1, 2 impressions of adomain 'amazon.com' with mean price 1.0, 2 impressions of adomain 'dnb.com' with mean price 0.8, 1 impressions of adomain 'dramamine.com' with mean price 1.0, 1 impressions of adomain 'mcdonalds.com' with mean price 1.0, 1 impressions of adomain 'nordictrack.com' with mean price 0.7, 1 impressions of adomain 'paramount.com' with mean price 1.5, 1 impressions of adomain 'remax.com' with mean price 1.1, 3 impressions of adomain 'samsclub.com' with mean price 1.0, 1 impressions of adomain 'tiktok.com' with mean price 1.7, 12 impressions of adomain 'walmart.com' with mean price 2.0; 6 sessions in app 'com.blackout.spades', 878 ad_requests with mean bid_floor 34.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 180.0, 1 impressions of adomain 'remax.com' with mean price 0.7, 1 impressions of adomain 'southlandcasino.com' with mean price 0.4; 2 sessions in app 'com.blocky.quest', 39 ad_requests with mean bid_floor 45.3, 1 clicks of adomain 'hungrystudio.com/blocks', 1 impressions of adomain 'hungrystudio.com/blocks' with mean price 17.3; 2 sessions in app 'com.chichi.love.water.puzzle.color.sort', 201 ad_requests with mean bid_floor 20.7, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1; 1 sessions in app 'com.coloring.book.paint.by.number.christmas', 3 ad_requests with mean bid_floor 3.5; 5 sessions in app 'com.dcjnmed.jifqq', 87 ad_requests with mean bid_floor 11.1; 78 sessions in app 'com.enflick.android.TextNow', 126 ad_requests with mean bid_floor 44.0; 3 sessions in app 'com.fc.goods.sort.matching.puzzle.triplemaster', 56 ad_requests with mean bid_floor 5.1, 1 impressions of adomain 'kashkick.com' with mean price 9.4; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 9.7; 2 sessions in app 'com.free.spider.solitaire.card.game', 21 ad_requests with mean bid_floor 10.5; 1 sessions in app 'com.funtomic.matchmasters', 5 ad_requests with mean bid_floor 110.2; 1 sessions in app 'com.goods.master3d.triple.puzzle', 311 ad_requests with mean bid_floor 63.4, 1 clicks of adomain 'kashkick.com', 1 impressions of adomain 'kashkick.com' with mean price 5.0; 1 sessions in app 'com.goodsmatch3d.find.puzzle', 11 ad_requests with mean bid_floor 30.6; 2 sessions in app 'com.hexa.master.puzzle.match3d', 58 ad_requests with mean bid_floor 4.4; 2 sessions in app 'com.higgs.tilemaster3d', 31 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.newpubco.spades', 12 ad_requests with mean bid_floor 6.5; 1 sessions in app 'com.paint.by.numbers.coloring.book.theme.joker', 1 ad_requests with mean bid_floor 0.0; 17 sessions in app 'com.paxiegames.mergestudio', 535 ad_requests with mean bid_floor 9.5; 1 sessions in app 'com.peoplefun.wordcross', 38 ad_requests with mean bid_floor 6.8; 4 sessions in app 'com.pixel.art.coloring.color.number', 102 ad_requests with mean bid_floor 25.5, 1 impressions of adomain 'numerator.com' with mean price 0.3, 1 impressions of adomain 'peakgames.net' with mean price 0.4, 1 impressions of adomain 'reckitt.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.6; 2 sessions in app 'com.pixel.art.coloring.color.number.paint.animal', 22 ad_requests with mean bid_floor 0.9; 1 sessions in app 'com.pixel.art.coloring.color.number.paint.skull', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.spcomes.hellotown', 5 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.superplaystudios.dicedreams', 4 ad_requests with mean bid_floor 14.1; 1 sessions in app 'com.tripledot.lucky.tiles', 24 ad_requests with mean bid_floor 34.7, 1 clicks of adomain 'kashkick.com', 1 impressions of adomain 'kashkick.com' with mean price 10.3; 1 sessions in app 'com.tripledot.woodoku', 228 ad_requests with mean bid_floor 8.7, 1 impressions of adomain 'kashkick.com' with mean price 7.9, 1 impressions of adomain 'starbucks.com' with mean price 0.0; 10 sessions in app 'com.zm.nuts', 340 ad_requests with mean bid_floor 23.0, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 clicks of adomain 'kashkick.com', 1 impressions of adomain 'kashkick.com' with mean price 19.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 clicks of adomain 'temu.com', 3 impressions of adomain 'temu.com' with mean price 12.5; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 12.0; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 7.2; 3 sessions in app 'link.merge.puzzle.onnect.number', 152 ad_requests with mean bid_floor 37.5, 1 clicks of adomain 'abridge.com', 1 impressions of adomain 'abridge.com' with mean price 4.9, 1 impressions of adomain 'adidas.com' with mean price 0.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-29 16:30:11;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.705471325075641;partition is 623
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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 '2dc8ada9-382b-4ce7-abe5-f612ab688b61';uuid is 'a8aa0416-8159-4d84-b987-ff1f7ca4c5f1';bid_timestamp is '2024-12-13 0:41:49';device_id is '2dc8ada9-382b-4ce7-abe5-f612ab688b61';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 21.478882413165;target_cpi is 4.35636807528688;campaign is 57540;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 42.4;placement_historical_value is 11.510667;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 6059227 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.97;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is 6059223;hour is '2024-12-13 00:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[36 sessions in app 'com.blackout.spades', 3199 ad_requests with mean bid_floor 34.6, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'claritin.com' with mean price 0.5, 1 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 1.1, 1 impressions of adomain 'medscape.org' with mean price 0.7, 4 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'osprey.com' with mean price 0.4, 5 impressions of adomain 'paramountplus.com' with mean price 0.8, 1 impressions of adomain 'qutenza.com' with mean price 1.2, 4 impressions of adomain 'rocketmortgage.com' with mean price 1.1, 1 impressions of adomain 'shipt.com' with mean price 0.3, 1 impressions of adomain 'solvwellness.com' with mean price 1.2, 1 clicks of adomain 'temu.com', 2 impressions of adomain 'temu.com' with mean price 22.2, 1 impressions of adomain 'thermos.com' with mean price 0.4; 56 sessions in app 'com.intensedev.classicsolitaire.gp', 1090 ad_requests with mean bid_floor 22.6, 16 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'kleenex.com' with mean price 0.2, 1 impressions of adomain 'oldbrickfurniture.com' with mean price 0.9, 1 impressions of adomain 'osprey.com' with mean price 0.2; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 20 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'adidas.com' with mean price 0.1; 1 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 15 ad_requests with mean bid_floor 0.4, 6 impressions of adomain 'toyota.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 2024-12-13 0:47:39;time_since_impression_in_hours is 1683;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1683;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.278731736469706;partition is 817
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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 '5b503450-0def-445c-863b-764d49aa0959';uuid is 'e86feb3e-6f85-4f85-877a-d3f1a6dcc4d3';bid_timestamp is '2025-01-09 13:11:51';device_id is '5b503450-0def-445c-863b-764d49aa0959';biddate is '2025-01-09';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 192.209615528208;target_cpi is 2.46731937747761;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 70.666667;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 1.07;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-09 13:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[2 sessions in app 'com.alien.shooter.galaxy.attack', 5 ad_requests with mean bid_floor 5.9; 2 sessions in app 'com.animal.hunter.sniper', 24 ad_requests with mean bid_floor 33.2; 1 sessions in app 'com.bears.rain.instead.technique', 11 ad_requests with mean bid_floor 54.7; 1 sessions in app 'com.card2048.game.akal', 7 ad_requests with mean bid_floor 2.2; 3 sessions in app 'com.day.day.good.nice', 38 ad_requests with mean bid_floor 144.8; 10 sessions in app 'com.eet.weather.launcher', 10 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.funcraft.diceyatzy', 34 ad_requests with mean bid_floor 93.0; 2 sessions in app 'com.gimica.solitaireverse', 35 ad_requests with mean bid_floor 36.1; 2 sessions in app 'com.guochao.faceshow', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.justplay.app', 10 ad_requests with mean bid_floor 114.1; 1 sessions in app 'com.king.kingdom.final', 8 ad_requests with mean bid_floor 271.1; 5 sessions in app 'com.maybeyou', 20 ad_requests with mean bid_floor 35.4; 1 sessions in app 'com.newpubco.hearts', 30 ad_requests with mean bid_floor 26.1; 2 sessions in app 'com.newpubco.spades', 30 ad_requests with mean bid_floor 25.5, 1 impressions of adomain 'bumble.com' with mean price 1.6, 1 impressions of adomain 'meetme.com' with mean price 3.2, 2 impressions of adomain 'pandora.com' with mean price 0.6, 1 impressions of adomain 'poise.com' with mean price 0.9, 1 impressions of adomain 'tagged.com' with mean price 0.9, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 78.8; 1 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 6.0; 3 sessions in app 'com.pixel.art.coloring.color.number', 29 ad_requests with mean bid_floor 27.3; 1 sessions in app 'com.pogotech.pogocash', 3 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.superplaystudios.dicedreams', 1 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.taggedapp', 2 ad_requests with mean bid_floor 7.4; 3 sessions in app 'com.talent.billiards.balls.merge', 8 ad_requests with mean bid_floor 2.0; 2 sessions in app 'com.talkielive', 20 ad_requests with mean bid_floor 4.7; 7 sessions in app 'com.total.music.and', 23 ad_requests with mean bid_floor 46.6; 2 sessions in app 'com.use.specie.scratch.card', 36 ad_requests with mean bid_floor 410.3; 3 sessions in app 'com.zynga.livepoker', 13 ad_requests with mean bid_floor 63.2; 6 sessions in app 'net.peakgames.mobile.spades.android', 211 ad_requests with mean bid_floor 63.4, 1 clicks of adomain 'newpub.co/hearts', 1 impressions of adomain 'newpub.co/hearts' with mean price 99.6];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 13:20:10;0_timestamp is 2025-01-09 13:20:10;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 0.314935895344955;partition is 1164
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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 '085a16b0-6c52-4597-bf12-4f51cff163b5';uuid is 'caf18477-db8b-432b-a3a4-b571c18238ad';bid_timestamp is '2025-01-29 22:54:06';device_id is '085a16b0-6c52-4597-bf12-4f51cff163b5';biddate is '2025-01-29';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 20.2031268774881;target_cpi is 2.80458196106758;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.6112;placement_historical_value is 19.5888;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 2178115 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.08;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is 6333359;hour is '2025-01-29 22:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[2 sessions in app 'ai.metaverse.iptv.smartplayer.onlinetv', 14 ad_requests with mean bid_floor 122.1; 1 sessions in app 'com.animal.hunter.sniper', 20 ad_requests with mean bid_floor 9.6; 15 sessions in app 'com.bas.hit.volm.dy', 49 ad_requests with mean bid_floor 0.4; 25 sessions in app 'com.blackout.spades', 7532 ad_requests with mean bid_floor 29.3, 2 impressions of adomain 'acmeunited.com' with mean price 0.4, 54 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'bosch.us' with mean price 0.4, 3 impressions of adomain 'bose.com' with mean price 0.5, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.7, 2 impressions of adomain 'colgate.com' with mean price 0.4, 2 impressions of adomain 'depend.com' with mean price 0.4, 2 impressions of adomain 'gaiam.com' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 0.9, 1 impressions of adomain 'jerseymikes.com' with mean price 3.5, 2 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 impressions of adomain 'mikmak.tv' with mean price 1.0, 3 impressions of adomain 'newpub.co' with mean price 8.9, 2 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'ororowear.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.9, 1 impressions of adomain 'prestigebrands.com' with mean price 0.4, 1 impressions of adomain 'sennheiser.com' with mean price 0.4, 4 impressions of adomain 'simplisafe.com' with mean price 0.5, 3 impressions of adomain 'starz.com' with mean price 0.4, 1 impressions of adomain 'toshiba.com' with mean price 4.0, 2 impressions of adomain 'wkkellogg.com' with mean price 0.4, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.2; 450 sessions in app 'com.metropcs.metrozone', 2970 ad_requests with mean bid_floor 94.3; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 8.8];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 605;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1759;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.739195931513878;partition is 1164
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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 '332c4b4a-537d-42c4-8855-d4bf3ef59651';uuid is '6e4de8a6-56fc-4831-994d-b7612333623c';bid_timestamp is '2025-02-08 0:43:32';device_id is '332c4b4a-537d-42c4-8855-d4bf3ef59651';biddate is '2025-02-08';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 89.5234406988206;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 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 35.333333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 800699 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 5.05;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-08 00:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[2 sessions in app 'com.LoopGames.Domino', 157 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.TikGames.DominoMaster', 26 ad_requests with mean bid_floor 6.6; 1 sessions in app 'com.alien.shooter.galaxy.attack', 4 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.battlecreek.offroadoutlaws', 12 ad_requests with mean bid_floor 5.1; 2 sessions in app 'com.bbumgames.spadesroyale', 11 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.blackout.spades', 17 ad_requests with mean bid_floor 4.0; 7 sessions in app 'com.fuzzymobilegames.spades', 138 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.ig.moto.racing', 21 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.metajoy.offlinedominoes', 11 ad_requests with mean bid_floor 37.4; 1 sessions in app 'com.newpubco.spades', 14 ad_requests with mean bid_floor 17.3; 1 sessions in app 'com.playvalve.dominoes', 241 ad_requests with mean bid_floor 121.8, 1 impressions of adomain 'covergirl.com' with mean price 0.4, 1 impressions of adomain 'cuisinart.com' with mean price 0.4, 1 impressions of adomain 'lowes.com' with mean price 0.5, 1 impressions of adomain 'neutrogena.com' with mean price 0.7; 11 sessions in app 'com.playvalve.spades', 1841 ad_requests with mean bid_floor 121.1, 2 impressions of adomain 'cash.app' with mean price 1.4, 1 impressions of adomain 'intuit.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 2 impressions of adomain 'productmadness.com' with mean price 6.6, 1 clicks of adomain 'scientificgames.com', 4 impressions of adomain 'scientificgames.com' with mean price 11.4, 1 impressions of adomain 'supportjimmylai.com' with mean price 0.4, 1 impressions of adomain 'vitamix.com' with mean price 0.4; 1 sessions in app 'com.rjp.diarypro', 7 ad_requests with mean bid_floor 0.2; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 58 ad_requests with mean bid_floor 1.6; 34 sessions in app 'com.tetrox.bowl', 96 ad_requests with mean bid_floor 36.6; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.wallpaperscraft.wallpaper', 9 ad_requests with mean bid_floor 60.4; 1 sessions in app 'com.wildcard.classicspades', 8 ad_requests with mean bid_floor 6.0; 2 sessions in app 'com.wildcard.spades', 78 ad_requests with mean bid_floor 5.6, 24 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'covergirl.com' with mean price 0.5, 1 impressions of adomain 'meetme.com' with mean price 0.4, 1 impressions of adomain 'mobilityware.com' with mean price 1.0, 1 impressions of adomain 'playsimple.in' with mean price 0.3, 2 impressions of adomain 'productmadness.com' with mean price 0.7, 1 impressions of adomain 'sculptnation.com' with mean price 0.7, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'tempursealy.com' with mean price 0.7, 1 impressions of adomain 'textnow.com' with mean price 0.4; 1 sessions in app 'com.wildcard.spadespop', 36 ad_requests with mean bid_floor 16.5; 1 sessions in app 'com.yallaplay.spadesmasters', 10 ad_requests with mean bid_floor 337.9; 5 sessions in app 'com.zimad.spades', 14 ad_requests with mean bid_floor 0.0; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 82 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'prettylitter.com' with mean price 0.5, 1 impressions of adomain 'simplebro.co' with mean price 0.7; 2 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 7.5; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 9.2; 2 sessions in app 'net.peakgames.mobile.spades.android', 50 ad_requests with mean bid_floor 59.2; 1 sessions in app 'realcar.driving.traffic.city.car3d.race.openworld', 10 ad_requests with mean bid_floor 9.9; 31 sessions in app 'ru.skillcap.dominoes', 440 ad_requests with mean bid_floor 31.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 138.4; 17 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 411 ad_requests with mean bid_floor 2.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co/spades' with mean price 84.0; 1 sessions in app 'wallpaper.hd.live.background', 8 ad_requests with mean bid_floor 8.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 0:46:32;time_since_impression_in_hours is 222;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 1;fast_click_2h is 0;rnd is 0.00293011196366665;partition is 3468
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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 'db6f6d30-b8c9-47f1-85de-dec72b682c7a';uuid is '604d2504-d8e1-4896-9c5b-1cd72488eec5';bid_timestamp is '2025-02-06 13:39:54';device_id is 'db6f6d30-b8c9-47f1-85de-dec72b682c7a';biddate is '2025-02-06';country is 'USA';app is 'com.Pixasoft.DiwaliFireworksMaker';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 47.9036322915214;target_cpi is 1.75960546280836;campaign is 58290;creative_id is 229286;session_duration is 19 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'i';bid_floor is 19.8856 ;min_floor is 19.8856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 20 ;time_since_impression is 2690418 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.34;prior_theme_impressions_count is 20;prior_tag_clicks_count is 9 ;time_since_click is 8597454;hour is '2025-02-06 13:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[4 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 13 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.CBHR.CityBoyHurdleRun', 44 ad_requests with mean bid_floor 23.0; 2 sessions in app 'com.Pixasoft.DiwaliFireworksMaker', 383 ad_requests with mean bid_floor 12.0; 87 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 1161 ad_requests with mean bid_floor 5.0; 19 sessions in app 'com.bigcake.android.classicdominoes', 398 ad_requests with mean bid_floor 27.9, 6 impressions of adomain 'amazon.com' with mean price 1.6, 1 impressions of adomain 'boostmobile.com' with mean price 0.9, 1 impressions of adomain 'haleon.com' with mean price 1.9, 1 impressions of adomain 'innatpelicanbay.com' with mean price 0.9, 4 impressions of adomain 'midwestcartz.com' with mean price 1.3, 1 impressions of adomain 'myserenitykids.com' with mean price 1.8, 1 impressions of adomain 'newworldsreading.com' with mean price 1.8, 1 impressions of adomain 'sancaptrustco.com' with mean price 1.2, 1 impressions of adomain 'suncoastwomenscare.com' with mean price 1.5, 4 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'woodspring.com' with mean price 1.4; 20 sessions in app 'com.diarynotes.private.feels', 441 ad_requests with mean bid_floor 5.3; 29 sessions in app 'com.duty.deviceclean.phonesto', 558 ad_requests with mean bid_floor 5.3; 22 sessions in app 'com.hyilmaz.spades', 449 ad_requests with mean bid_floor 6.0; 24 sessions in app 'com.liotek.lannbible', 504 ad_requests with mean bid_floor 42.1; 17 sessions in app 'com.mobilityware.Spades', 1673 ad_requests with mean bid_floor 14.3, 1 impressions of adomain '1000bulbs.com' with mean price 6.1, 1 clicks of adomain 'bibliaconsigo.com', 1 impressions of adomain 'bibliaconsigo.com' with mean price 7.9, 1 clicks of adomain 'playtika.com', 1 impressions of adomain 'playtika.com' with mean price 5.2, 1 clicks of adomain 'squareup.com', 1 impressions of adomain 'squareup.com' with mean price 6.9; 1 sessions in app 'com.newpubco.spades', 35 ad_requests with mean bid_floor 21.8; 7 sessions in app 'com.oakever.tiletrip', 12 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.peoplefun.wordcross', 16 ad_requests with mean bid_floor 7.1; 3 sessions in app 'com.solitarie.card.regal.game', 25 ad_requests with mean bid_floor 2.7; 21 sessions in app 'com.superbox.aos.jewelsjungle', 660 ad_requests with mean bid_floor 2.5, 1 impressions of adomain 'adidas.com' with mean price 0.2, 5 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'bing.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'textnow.com' with mean price 0.3, 1 impressions of adomain 'youtube.com' with mean price 0.2; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.unique.airport', 20 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 7.0; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 9.4; 4 sessions in app 'in.playsimple.wordtrip', 29 ad_requests with mean bid_floor 20.9; 23 sessions in app 'ske.arbc.we.neat', 189 ad_requests with mean bid_floor 5.8; 2 sessions in app 'solitaire.mahjongmaker.collection.card.solitaire.klondike', 11 ad_requests with mean bid_floor 1.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 13:46:17;time_since_impression_in_hours is 747;channel is 'USA/I/chartboost-android-sdk/com.Pixasoft.DiwaliFireworksMaker/True/98';time_since_click_in_hours is 2388;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.127917628600293;partition is 1326
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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 '69129dc6-6556-4d91-96ce-c531405a6dbd';bid_timestamp is '2024-12-16 6:00:44';device_id is 'c995bac7-5945-4193-9978-67853b8fa2a9';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 64.5335856679912;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 29.68;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 59670 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.29;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 2644985;hour is '2024-12-16 06:00:00+00:00';day_of_week is '0';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 16;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 735;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.815832871428293;partition is 1326
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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 'dbe97774-31bf-40a6-8dad-1588f7a6c6a2';uuid is '9011087b-5c91-4b11-b0e7-411f47879a4d';bid_timestamp is '2024-12-30 15:09:03';device_id is 'dbe97774-31bf-40a6-8dad-1588f7a6c6a2';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 250;target_cpi is 4.76388894752339;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 26.5;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.31;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-30 15:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[9 sessions in app 'com.arcadiastudio.mahjong.puzzle', 100 ad_requests with mean bid_floor 74.1, 1 impressions of adomain 'luckybevco.com' with mean price 1.4; 1 sessions in app 'com.bluecat.slidepark', 91 ad_requests with mean bid_floor 17.6; 1 sessions in app 'com.fcmusicplayer.app', 7 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.newpubco.spades', 13 ad_requests with mean bid_floor 30.5, 1 impressions of adomain 'vicks.com' with mean price 1.1; 23 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 295 ad_requests with mean bid_floor 4.1; 5 sessions in app 'com.tripledot.spades', 39 ad_requests with mean bid_floor 3.7, 1 impressions of adomain 'goldbond.com' with mean price 3.9, 2 impressions of adomain 'productmadness.com' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.5, 4 impressions of adomain 'rocketmortgage.com' with mean price 1.3, 1 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'titosvodka.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 1 sessions in app 'net.peakgames.mobile.spades.android', 32 ad_requests with mean bid_floor 87.9; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 19 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 2024-12-30 16:28:54;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.00806661701888733;partition is 2545
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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 'a6b648ad-2d17-40af-b59c-f771f9c1c2ee';uuid is 'c3dcefe3-02b1-4036-a776-03b6d846641c';bid_timestamp is '2025-02-07 18:00:06';device_id is 'a6b648ad-2d17-40af-b59c-f771f9c1c2ee';biddate is '2025-02-07';country is 'USA';app is 'com.cardio.compass.bloodpressure';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 896 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 31.8106 ;min_floor is 31.8106 ;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.cardio.compass.bloodpressure', 535 ad_requests with mean bid_floor 12.7; 3 sessions in app 'com.muslimprayer.qiblafinder.qiblacompass', 5 ad_requests with mean bid_floor 77.9; 1 sessions in app 'com.newpubco.spades', 39 ad_requests with mean bid_floor 24.0; 1 sessions in app 'in.playsimple.wordtrip', 2 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 2025-02-07 18:05:11;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.cardio.compass.bloodpressure/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.350489287414068;partition is 1154
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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 'c43eced7-f4d4-4d79-a347-5b3b00eb9bfd';uuid is 'de4c1243-5a78-4511-a7e3-ed8d09b694e1';bid_timestamp is '2024-12-21 10:16:40';device_id is 'c43eced7-f4d4-4d79-a347-5b3b00eb9bfd';biddate is '2024-12-21';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 37.4273767733424;target_cpi is 3.83173969467847;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 1 ;time_since_impression is 1960722 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.46999999999999;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 1960717;hour is '2024-12-21 10:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[1 sessions in app 'com.bigcake.android.bubbledaily', 8 ad_requests with mean bid_floor 23.8; 109 sessions in app 'com.blackout.spades', 19284 ad_requests with mean bid_floor 28.2, 1 impressions of adomain 'all-laundry.com' with mean price 0.3, 6 impressions of adomain 'amazon.com' with mean price 0.4, 20 impressions of adomain 'att.com' with mean price 0.7, 3 impressions of adomain 'bjs.com' with mean price 0.6, 1 impressions of adomain 'chandlerexcavationandservice.com' with mean price 0.4, 3 impressions of adomain 'disneyplus.com' with mean price 0.3, 3 impressions of adomain 'instagram.com' with mean price 0.3, 2 impressions of adomain 'intuit.com' with mean price 2.5, 2 impressions of adomain 'kbhome.com' with mean price 0.6, 2 impressions of adomain 'kelloggs.com' with mean price 2.1, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 1 impressions of adomain 'mccain.com' with mean price 0.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 2 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'planetfitness.com' with mean price 1.4, 1 impressions of adomain 'santanderus.com' with mean price 0.5, 2 impressions of adomain 'starz.com' with mean price 0.9; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 2 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.block.game.jigsaw.puzzles', 25 ad_requests with mean bid_floor 34.7; 1 sessions in app 'com.econogames.bible.versepuzzle.gp', 10 ad_requests with mean bid_floor 2.6; 3 sessions in app 'com.filerecovery.plus', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.1; 2 sessions in app 'com.fortune.phrases.android', 22 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.newpubco.spades', 30 ad_requests with mean bid_floor 6.0, 1 impressions of adomain 'healthprimal.com' with mean price 10.0, 3 impressions of adomain 'paxlovid.com' with mean price 1.5; 4 sessions in app 'com.sport.cornhole', 72 ad_requests with mean bid_floor 15.8; 67 sessions in app 'com.sports.eightball.pool.rival', 442 ad_requests with mean bid_floor 14.5; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 9.9; 59 sessions in app 'com.zm.nuts', 1401 ad_requests with mean bid_floor 41.2, 1 impressions of adomain 'honda.com' with mean price 0.2, 10 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'nationalgeographic.org' with mean price 0.2, 1 impressions of adomain 'peacocktv.com' with mean price 0.2; 34 sessions in app 'in.crossy.daily_crossword', 3142 ad_requests with mean bid_floor 14.6, 1 impressions of adomain '3m.com' with mean price 1.1, 1 impressions of adomain 'Sublocade.com' with mean price 0.2, 1 impressions of adomain 'admile.com' with mean price 0.5, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 clicks of adomain 'ballsort.gurugame.ai', 1 impressions of adomain 'ballsort.gurugame.ai' with mean price 13.2, 1 impressions of adomain 'cadillac.com' with mean price 0.2, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'coca-colacompany.com' with mean price 0.7, 46 impressions of adomain 'costco.com' with mean price 0.2, 1 impressions of adomain 'dailytimes247.com' with mean price 0.5, 8 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'drjart.com' with mean price 0.2, 1 impressions of adomain 'ehy.com' with mean price 0.3, 1 impressions of adomain 'eohilia.com' with mean price 0.3, 1 impressions of adomain 'grainger.com' with mean price 1.1, 2 impressions of adomain 'hiddenvalley.com' with mean price 0.5, 1 impressions of adomain 'homedepot.com' with mean price 0.3, 2 impressions of adomain 'honda.com' with mean price 0.7, 2 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'kingsford.com' with mean price 1.1, 1 impressions of adomain 'knoxvillewholesalefurniture.com' with mean price 0.2, 1 impressions of adomain 'lenovo.com' with mean price 0.2, 1 impressions of adomain 'loopearplugs.com' with mean price 0.2, 1 impressions of adomain 'mrmandp.com' with mean price 0.3, 1 impressions of adomain 'paramount.com' with mean price 0.3, 3 impressions of adomain 'paulmitchell.com' with mean price 0.6, 1 impressions of adomain 'paypal.com' with mean price 0.5, 1 clicks of adomain 'pentlyconger.com', 2 impressions of adomain 'pentlyconger.com' with mean price 4.3, 2 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'sublocade.com' with mean price 0.6, 1 impressions of adomain 'whoop.com' with mean price 0.3, 1 impressions of adomain 'y12fcu.org' with mean price 1.1; 68 sessions in app 'in.daily_puzzle.crossword', 2765 ad_requests with mean bid_floor 1.9, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 14 impressions of adomain 'adidas.com' with mean price 0.0, 3 impressions of adomain 'amazon.com' with mean price 0.1, 2 impressions of adomain 'app.boostr.com' with mean price 0.2, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.2, 4 impressions of adomain 'betmgm.com' with mean price 0.0, 1 impressions of adomain 'bidease.com' with mean price 0.1, 1 impressions of adomain 'brandmirchi.com' with mean price 0.3, 1 impressions of adomain 'budlight.com' with mean price 0.4, 4 impressions of adomain 'bumble.com' with mean price 0.1, 5 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'colorado.com' with mean price 0.3, 74 impressions of adomain 'costco.com' with mean price 0.0, 2 impressions of adomain 'disneyplus.com' with mean price 0.0, 5 impressions of adomain 'drjart.com' with mean price 0.2, 2 impressions of adomain 'eohilia.com' with mean price 0.9, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 2 impressions of adomain 'gurunetwork.com' with mean price 0.0, 7 impressions of adomain 'honda.com' with mean price 0.3, 5 impressions of adomain 'indeed.com' with mean price 0.0, 1 impressions of adomain 'jackpota.com' with mean price 0.1, 1 impressions of adomain 'kayak.com' with mean price 0.0, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mtzhf.com' with mean price 0.2, 4 impressions of adomain 'newpub.co' with mean price 7.4, 2 clicks of adomain 'newpub.co', 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 6.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 37 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'playhousesquare.org' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.1, 6 impressions of adomain 'priceline.com' with mean price 0.0, 3 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'pulte.com' with mean price 8.0, 1 impressions of adomain 'reckitt.com' with mean price 0.1, 1 impressions of adomain 'scottbrand.com' with mean price 0.2, 3 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.1, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 11 impressions of adomain 'textnow.com' with mean price 3.4, 3 clicks of adomain 'textnow.com', 1 impressions of adomain 'uphold.com' with mean price 0.0, 2 impressions of adomain 'y12fcu.org' with mean price 0.3, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 4.4; 9 sessions in app 'in.playsimple.wordtrip', 26 ad_requests with mean bid_floor 9.7; 1 sessions in app 'jp.co.goodroid.hyper.hexaaway', 8 ad_requests with mean bid_floor 2.2; 18 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 210 ad_requests with mean bid_floor 1.3, 5 impressions of adomain 'adidas.com' with mean price 0.1; 1 sessions in app 'net.peakgames.mobile.spades.android', 7 ad_requests with mean bid_floor 59.2; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 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 2024-12-21 10:20:43;time_since_impression_in_hours is 544;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 545;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.618170764447487;partition is 3903
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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 '165332d4-6925-41a9-90d3-4b516b9779ab';uuid is 'd7188cec-f0cf-4211-91de-658610ec3eca';bid_timestamp is '2025-01-16 1:44:10';device_id is '165332d4-6925-41a9-90d3-4b516b9779ab';biddate is '2025-01-16';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 59.5214595418712;target_cpi is 1.0158807741346;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 3.144068;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 858645 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.19;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is 858629;hour is '2025-01-16 01:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[1 sessions in app 'air.ru.crazypanda.wpcm', 2 ad_requests with mean bid_floor 54.3; 1 sessions in app 'com.Raspberryofficial.LegentRaceMonsterRampStunt', 105 ad_requests with mean bid_floor 21.5; 1 sessions in app 'com.abi.legendofsurvivors', 7 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.aifusion.animal.aimix', 4 ad_requests with mean bid_floor 2.2; 4 sessions in app 'com.bbumgames.spadesroyale', 68 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'playtika.com' with mean price 27.5; 1 sessions in app 'com.bid.master.war.auction.battle', 11 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.bintago.weaponsshoot', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.dark.silentmist', 7 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.doublethinkgames.castlemorihisa.gp', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.eg.mist.horror.idle.rpg', 2 ad_requests with mean bid_floor 201.7; 2 sessions in app 'com.eyewind.paperone', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fenomen.redhoodf2p', 8 ad_requests with mean bid_floor 24.6; 4 sessions in app 'com.heisthustle.lite', 42 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.newpubco.spades', 21 ad_requests with mean bid_floor 10.3, 2 impressions of adomain 'kelleher-international.com' with mean price 0.9, 2 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.4; 1 sessions in app 'com.playmotional.survival', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.playvalve.dominoes', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.purpleowl.spades', 2 ad_requests with mean bid_floor 20.7; 1 sessions in app 'com.shooting.io.gp', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.streamerrush.game', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.studio501.cuphero', 40 ad_requests with mean bid_floor 7.6, 2 clicks of adomain '7dsgc.netmarble.com', 2 impressions of adomain '7dsgc.netmarble.com' with mean price 32.6; 1 sessions in app 'com.techpro.livevideo.wallpaper', 4 ad_requests with mean bid_floor 4.7; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.ubj.typoman', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.ueharalabo.EscapeRoom', 108 ad_requests with mean bid_floor 24.2; 2 sessions in app 'com.wildcard.spadespop', 10 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.youloftgame.finaldawn', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.zb.ultimate.bike.racing.simulator.rider.stunts.fever.real.xtreme.ramps', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.zimad.spades', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'de.softan.multiplication.table', 5 ad_requests with mean bid_floor 27.9; 1 sessions in app 'galactic.guide.xx.game', 14 ad_requests with mean bid_floor 5.2; 108 sessions in app 'net.peakgames.mobile.spades.android', 3014 ad_requests with mean bid_floor 40.0, 1 clicks of adomain 'dndm.krafton.com', 2 impressions of adomain 'dndm.krafton.com' with mean price 20.3, 7 clicks of adomain 'mobile.netmarble.net', 15 impressions of adomain 'mobile.netmarble.net' with mean price 46.5, 1 impressions of adomain 'valhalla-survival.com' with mean price 52.3; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 10 ad_requests with mean bid_floor 5.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-16 2:05:39;time_since_impression_in_hours is 238;channel is 'USA/I/applovin/com.zimad.spades/True/117';time_since_click_in_hours is 239;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.575998822980807;partition is 2846
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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 'a64fb25e-6967-481e-abb7-7a4f125f6941';bid_timestamp is '2024-12-13 12:07:52';device_id is 'e547bfd9-c4d7-4d0c-b795-52a68ad3b302';biddate is '2024-12-13';country is 'USA';app is 'com.dailydrink.master';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 1.77577855275736;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 48388 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.76;prior_theme_impressions_count is 13;prior_tag_clicks_count is 8 ;time_since_click is 48385;hour is '2024-12-13 12:00:00+00:00';day_of_week is '4';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 2024-12-13 13:03:51;time_since_impression_in_hours is 13;channel is 'USA/V/applovin/com.dailydrink.master/False/117';time_since_click_in_hours is 13;fast_imp_12h is 4;fast_click_2h is 1;rnd is 0.10288626637052;partition is 2731
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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 'bfd34014-5edd-47bf-aef9-c44fcd82fbc1';uuid is '1d385c1d-1f87-4a60-a4bf-0d2311bc2d36';bid_timestamp is '2025-02-05 4:58:56';device_id is 'bfd34014-5edd-47bf-aef9-c44fcd82fbc1';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 52.4046145582911;target_cpi is 2.28854212845494;campaign is 58255;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 16.783333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 588241 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.87;prior_theme_impressions_count is 8;prior_tag_clicks_count is 5 ;time_since_click is 588241;hour is '2025-02-05 04:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[18 sessions in app 'air.com.sgn.cookiejam.gp', 252 ad_requests with mean bid_floor 292.2; 2 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 110 ad_requests with mean bid_floor 8.7; 1 sessions in app 'casino.tinysoft.slot.machines.slots', 7 ad_requests with mean bid_floor 34.5; 11 sessions in app 'com.aaagame.aaacasino', 89 ad_requests with mean bid_floor 2.7; 15 sessions in app 'com.anime4k.live.cool.wallpaper.hd.background', 18 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 11.5; 1 sessions in app 'com.changdu.mobovideo', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.clapping.findphone.lost.phone.gps.tracker', 39 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.fiogonia.spades', 39 ad_requests with mean bid_floor 5.4; 8 sessions in app 'com.fuzzymobilegames.spades', 119 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.grandcashslots.free.gp', 26 ad_requests with mean bid_floor 133.4; 19 sessions in app 'com.handmark.expressweather', 39 ad_requests with mean bid_floor 58.8; 1 sessions in app 'com.hyilmaz.spades', 10 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.jskj.bingtian.haokan', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.king.wifimeter.signalstrength.dp', 1 ad_requests with mean bid_floor 5.2; 145 sessions in app 'com.mattel163.phase10', 3758 ad_requests with mean bid_floor 3.1, 5 clicks of adomain 'jcpenney.com', 7 impressions of adomain 'jcpenney.com' with mean price 17.7, 1 clicks of adomain 'playtika.com', 1 impressions of adomain 'playtika.com' with mean price 7.9, 2 impressions of adomain 'productmadness.com' with mean price 21.9, 1 clicks of adomain 'slotomania.com', 4 impressions of adomain 'slotomania.com' with mean price 11.5, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 16.3, 5 clicks of adomain 'temu.com', 15 impressions of adomain 'temu.com' with mean price 28.5; 10 sessions in app 'com.mulheres.dasbible', 61 ad_requests with mean bid_floor 110.9; 4 sessions in app 'com.newpubco.spades', 497 ad_requests with mean bid_floor 21.6, 5 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'b12rx.com' with mean price 1.0, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 2 impressions of adomain 'google.com' with mean price 2.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 2 impressions of adomain 'king.com' with mean price 4.9, 2 impressions of adomain 'lovestufflocations.com' with mean price 0.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.7, 5 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'peachtreeorthopedics.com' with mean price 0.9, 1 impressions of adomain 'playtika.com' with mean price 0.3, 4 impressions of adomain 'productmadness.com' with mean price 0.4, 4 impressions of adomain 'scopely.com' with mean price 0.5, 1 impressions of adomain 'subwayfranchise.com' with mean price 2.1, 2 impressions of adomain 'supertreat.net' with mean price 0.4, 1 impressions of adomain 'williamsinteractive.com' with mean price 0.7, 1 impressions of adomain 'woodmenlife.com' with mean price 0.4, 1 impressions of adomain 'yummicandles.com' with mean price 0.7; 5 sessions in app 'com.onunhen.bible', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.radio.pocketfm', 9 ad_requests with mean bid_floor 20.5; 1 sessions in app 'com.rjp.diarypro', 6 ad_requests with mean bid_floor 2.0; 6 sessions in app 'com.sereal.short.app', 71 ad_requests with mean bid_floor 75.6; 1 sessions in app 'com.slotslimited.fatcatcasino.android', 1 ad_requests with mean bid_floor 0.0; 28 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1180 ad_requests with mean bid_floor 10.8, 3 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 37.1, 2 impressions of adomain 'pixel.green' with mean price 25.5; 1 sessions in app 'com.storymatrix.drama', 28 ad_requests with mean bid_floor 42.7; 5 sessions in app 'com.tripledot.spades', 31 ad_requests with mean bid_floor 2.6, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.8, 2 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'beiersdorf.com' with mean price 0.7, 1 impressions of adomain 'generalmills.com' with mean price 4.9, 4 impressions of adomain 'mitchellauto.com' with mean price 1.0, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'productmadness.com' with mean price 0.2; 2 sessions in app 'com.tripledot.woodoku', 23 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.tv.joywatch.drama.shortsvideo', 2 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.vegas.casino.free.lucky.bonus.jackpot.dragon.slots', 110 ad_requests with mean bid_floor 36.2, 1 impressions of adomain 'landingalexandria.com' with mean price 1.7, 2 impressions of adomain 'yummicandles.com' with mean price 0.4; 4 sessions in app 'com.wildcard.classicspades', 57 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'gourmetnut.com' with mean price 0.8; 8 sessions in app 'com.zyhwplatform.shortplay', 30 ad_requests with mean bid_floor 5.7; 2 sessions in app 'in.playsimple.tripcross', 6 ad_requests with mean bid_floor 90.4; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 25.4; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 5.1; 1 sessions in app 'live.hitshow.shorttv', 4 ad_requests with mean bid_floor 13.9; 1 sessions in app 'shorts.entertainment.reel.video.tv.box', 2 ad_requests with mean bid_floor 5.2; 9 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 248 ad_requests with mean bid_floor 1.1, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 22.4, 2 impressions of adomain 'paramountplus.com' with mean price 1.0];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-02-08 21:00:15;dc_15roundended_before_d8_timestamp is 45696.7345949074;ag_retention_d1_timestamp is 2025-02-05 9:49:44;0_timestamp is 2025-02-05 9:49:44;time_since_impression_in_hours is 163;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 163;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.86808933699599;partition is 2731
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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 '67d82a60-b63d-4e64-b7b5-9fbcae7d4cde';uuid is 'c719b109-58cf-48df-b883-4b658894c87c';bid_timestamp is '2024-12-24 3:59:04';device_id is '67d82a60-b63d-4e64-b7b5-9fbcae7d4cde';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 'applovin';raw_price is 33.5111580443877;target_cpi is 4.28609454395776;campaign is 57661;creative_id is 229286;session_duration is 98 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 4.5 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.023731;placement_historical_value is ;third_party_bid_price is 4.5;prior_tag_impressions_count is 13 ;time_since_impression is 16771918 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.6;prior_theme_impressions_count is 13;prior_tag_clicks_count is 1 ;time_since_click is 16771916;hour is '2024-12-24 03:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 29 ad_requests with mean bid_floor 22.4; 4 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 1761 ad_requests with mean bid_floor 33.6, 3 impressions of adomain 'carnival.com' with mean price 0.5, 1 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'creditkarma.com' with mean price 21.0, 1 impressions of adomain 'fetchrewards.com' with mean price 0.4, 1 impressions of adomain 'huggies.com' with mean price 0.4, 1 impressions of adomain 'jetblue.com' with mean price 0.4, 1 impressions of adomain 'temu.com' with mean price 76.0, 1 impressions of adomain 'vicks.com' with mean price 0.5, 12 impressions of adomain 'walmart.com' with mean price 0.8; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 6.2; 8 sessions in app 'com.newpubco.spades', 1149 ad_requests with mean bid_floor 11.2, 2 impressions of adomain 'airproducts.com' with mean price 0.7, 17 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'anderson-hanson-blanton.com' with mean price 0.8, 2 impressions of adomain 'apafdn.org' with mean price 0.7, 1 impressions of adomain 'apps.com.tr' with mean price 2.0, 1 impressions of adomain 'brumate.com' with mean price 0.7, 1 impressions of adomain 'catalyst.com' with mean price 1.1, 4 impressions of adomain 'churchdwight.com' with mean price 0.4, 3 impressions of adomain 'creditkarma.com' with mean price 21.2, 1 impressions of adomain 'depend.com' with mean price 0.9, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 2 impressions of adomain 'dollargeneral.com' with mean price 0.6, 2 impressions of adomain 'dontmesswithtexas.org' with mean price 0.7, 4 impressions of adomain 'eboost.myshopify.com' with mean price 1.6, 1 impressions of adomain 'ferrero.com' with mean price 0.5, 3 impressions of adomain 'fetchrewards.com' with mean price 0.4, 1 impressions of adomain 'greatlakesgelatin.com' with mean price 0.5, 1 impressions of adomain 'greendragon.com' with mean price 0.6, 2 impressions of adomain 'heritagestore.com' with mean price 0.6, 1 impressions of adomain 'hotwirecommunications.com' with mean price 0.6, 16 impressions of adomain 'houstonmethodist.org' with mean price 1.5, 1 impressions of adomain 'ivory.com' with mean price 0.3, 1 impressions of adomain 'kalvitamins.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'lancome-usa.com' with mean price 0.8, 2 impressions of adomain 'mars.com' with mean price 0.5, 1 impressions of adomain 'merrickpetcare.com' with mean price 0.4, 1 impressions of adomain 'mh-majointhejourney.com' with mean price 1.3, 2 impressions of adomain 'niveausa.com' with mean price 0.5, 3 impressions of adomain 'paramount.com' with mean price 0.5, 1 impressions of adomain 'paypal.com' with mean price 0.8, 2 impressions of adomain 'rodeodental.com' with mean price 0.7, 1 impressions of adomain 'samsclub.com' with mean price 0.8, 2 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'starbucks.com' with mean price 0.4, 1 impressions of adomain 'tablotv.com' with mean price 0.3, 51 impressions of adomain 'temu.com' with mean price 13.5, 1 clicks of adomain 'temu.com', 3 impressions of adomain 'thecloroxcompany.com' with mean price 0.7, 1 impressions of adomain 'vicks.com' with mean price 0.8, 7 impressions of adomain 'walmart.com' with mean price 1.0, 2 impressions of adomain 'wkkellogg.com' with mean price 0.5, 1 impressions of adomain 'youtube.com' with mean price 0.6; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 9.5; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 22.8; 11 sessions in app 'kjv.bible.kingjamesbible', 199 ad_requests with mean bid_floor 39.2];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2024-12-27 19:53:48;dc_15roundended_before_d8_timestamp is 45653.7253935185;ag_retention_d1_timestamp is 2024-12-24 4:01:53;0_timestamp is 2024-12-24 4:01:53;time_since_impression_in_hours is 4658;channel is 'USA/I/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 4659;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.692954752717847;partition is 341
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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 '192fa61d-22de-4943-9185-98417a503b6c';uuid is 'aeb16942-e816-455a-9fee-b540276dbded';bid_timestamp is '2024-12-14 14:56:39';device_id is '192fa61d-22de-4943-9185-98417a503b6c';biddate is '2024-12-14';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 11.212739162147;target_cpi is 2;campaign is 57577;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 4.491525;placement_historical_value is 9.318119;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.34;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-14 14:00:00+00:00';day_of_week is '5';os_version is 10;user_behavior is :[2 sessions in app 'com.billiards.shooting.ball.pool', 3 ad_requests with mean bid_floor 14.2; 26 sessions in app 'com.boombitgames.Dartsy', 2262 ad_requests with mean bid_floor 215.8; 1 sessions in app 'com.easybrain.number.puzzle.game', 73 ad_requests with mean bid_floor 24.0; 3 sessions in app 'com.game.space.shooter2', 27 ad_requests with mean bid_floor 27.7; 46 sessions in app 'com.inspiredsquare.jupiter1', 1141 ad_requests with mean bid_floor 12.6, 3 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 4 impressions of adomain 'cub.com' with mean price 1.0, 1 impressions of adomain 'davey.com' with mean price 1.9; 2 sessions in app 'com.mattel163.phase10', 27 ad_requests with mean bid_floor 2.1; 5 sessions in app 'com.newpubco.spades', 291 ad_requests with mean bid_floor 13.3, 2 impressions of adomain 'bestbuy.com' with mean price 1.1, 2 impressions of adomain 'fleetfarm.com' with mean price 1.2, 2 impressions of adomain 'hhs.gov' with mean price 1.3; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 4.0; 25 sessions in app 'com.peoplefun.wordsolitaire', 682 ad_requests with mean bid_floor 12.8, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 10 impressions of adomain 'fleetfarm.com' with mean price 1.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'goya.com' with mean price 0.5, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 2 impressions of adomain 'learnings.ai' with mean price 0.0, 2 impressions of adomain 'mobilityware.com' with mean price 0.1, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'supertreat.net' with mean price 0.2, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'weather.com' with mean price 0.0; 1 sessions in app 'com.smartwidgetlabs.fitbitandroid', 2 ad_requests with mean bid_floor 5.2; 17 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 466 ad_requests with mean bid_floor 2.4, 1 impressions of adomain '333onthepark.com' with mean price 1.4, 1 impressions of adomain 'alomaliving.com' with mean price 1.2, 1 impressions of adomain 'cdw.com' with mean price 1.1, 3 clicks of adomain 'gamehaus.com', 4 impressions of adomain 'gamehaus.com' with mean price 10.5, 2 impressions of adomain 'heartlandexpress.com' with mean price 1.1, 2 clicks of adomain 'productmadness.com', 4 impressions of adomain 'productmadness.com' with mean price 10.5; 12 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 266 ad_requests with mean bid_floor 5.1, 12 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'benedictineliving.org' with mean price 1.2, 2 impressions of adomain 'boostmobile.com' with mean price 0.9, 1 impressions of adomain 'clubchampion.com' with mean price 0.8, 1 impressions of adomain 'fleetfarm.com' with mean price 1.2, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 2 impressions of adomain 'playsimple.in' with mean price 0.1; 29 sessions in app 'linkdesks.classicsolitaire.klondike.cardgames', 267 ad_requests with mean bid_floor 67.8; 2 sessions in app 'puzzle.game.find.differences', 23 ad_requests with mean bid_floor 39.9];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2024-12-17 18:52:16;dc_15roundended_before_d8_timestamp is 45643.7540509259;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-14 15:01:04;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 0.213829493565052;partition is 1033
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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 'e748b514-1743-4bdd-a996-655bb6e07cc1';uuid is 'aba31393-053f-45c5-8eff-96f61b45f90d';bid_timestamp is '2025-01-06 17:51:41';device_id is 'e748b514-1743-4bdd-a996-655bb6e07cc1';biddate is '2025-01-06';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 12.2111086967505;target_cpi is 6;campaign is 57795;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 226353 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.45;prior_theme_impressions_count is 5;prior_tag_clicks_count is 5 ;time_since_click is 226342;hour is '2025-01-06 17:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[88 sessions in app 'com.blackout.spades', 17997 ad_requests with mean bid_floor 40.1, 1 impressions of adomain 'aarp.org' with mean price 0.4, 1 impressions of adomain 'accessiblemeds.org' with mean price 0.4, 58 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'brookfieldproperties.com' with mean price 0.2, 1 impressions of adomain 'calvinklein.us' with mean price 0.4, 1 impressions of adomain 'campbells.com' with mean price 0.4, 1 impressions of adomain 'carolina.com' with mean price 0.3, 2 impressions of adomain 'churchdwight.com' with mean price 0.4, 1 impressions of adomain 'claritin.com' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.5, 2 impressions of adomain 'coldstonecreamery.com' with mean price 2.4, 1 impressions of adomain 'colgate.com' with mean price 0.4, 1 impressions of adomain 'contravehcp.com' with mean price 1.7, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 15 impressions of adomain 'depend.com' with mean price 0.3, 15 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'entergy.com' with mean price 0.4, 1 impressions of adomain 'fanfairnesscoalition.org' with mean price 0.8, 3 impressions of adomain 'ferrero.com' with mean price 0.7, 2 impressions of adomain 'fitzgeraldchevrolethagerstown.com' with mean price 1.0, 1 impressions of adomain 'fitzmallcjdr.com' with mean price 0.6, 2 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'helpingupmission.org' with mean price 0.2, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 2 impressions of adomain 'hyundaiusa.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 2 impressions of adomain 'la-z-boy.com' with mean price 0.3, 2 impressions of adomain 'mcdonalds.com' with mean price 0.2, 1 impressions of adomain 'mdanderson.org' with mean price 1.0, 9 impressions of adomain 'mdmercy.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 impressions of adomain 'mobilityware.com' with mean price 0.2, 1 impressions of adomain 'moroccanoil.com' with mean price 0.4, 1 impressions of adomain 'nestleusa.com' with mean price 0.9, 3 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'oneaday.com' with mean price 2.8, 7 impressions of adomain 'ordercoldstone.com' with mean price 1.3, 5 impressions of adomain 'ozempic.com' with mean price 1.5, 16 impressions of adomain 'papajohns.com' with mean price 0.8, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'persilproclean.com' with mean price 0.3, 5 impressions of adomain 'playtika.com' with mean price 0.3, 10 impressions of adomain 'priceline.com' with mean price 1.0, 1 impressions of adomain 'progressive.com' with mean price 0.4, 4 impressions of adomain 'samsung.com' with mean price 0.7, 2 impressions of adomain 'skechers.com' with mean price 0.4, 3 impressions of adomain 'sweetfrog.com' with mean price 2.2, 1 impressions of adomain 'techtarget.com' with mean price 0.4, 3 impressions of adomain 'tripledotstudios.com' with mean price 0.4, 1 impressions of adomain 'trueseamoss.com' with mean price 0.4, 1 impressions of adomain 'visittampabay.com' with mean price 0.3, 3 impressions of adomain 'walmart.com' with mean price 0.3, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'yourbasement.com' with mean price 0.5; 2 sessions in app 'com.blackout.word', 28 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.fbig.words', 4 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.greenmushroom.boomblitz.gp', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.newpubco.spades', 38 ad_requests with mean bid_floor 14.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 5 impressions of adomain 'papajohns.com' with mean price 0.3, 1 impressions of adomain 'princegeorgescountymd.gov' with mean price 0.3, 1 impressions of adomain 'trueseamoss.com' with mean price 0.3; 1 sessions in app 'com.opgames.mahjongtile.gp', 7 ad_requests with mean bid_floor 0.5; 2 sessions in app 'com.otium.wordconnect.android', 8 ad_requests with mean bid_floor 36.9; 1 sessions in app 'com.together.CrazyBus', 63 ad_requests with mean bid_floor 37.1; 2 sessions in app 'com.vitastudio.mahjong', 24 ad_requests with mean bid_floor 14.4, 3 impressions of adomain 'aaa.com' with mean price 0.1, 3 impressions of adomain 'aha.org' with mean price 0.1, 1 impressions of adomain 'deepindiankitchen.com' with mean price 0.2, 1 impressions of adomain 'expresslanes.com' with mean price 0.1, 2 impressions of adomain 'google.com' with mean price 0.1, 3 impressions of adomain 'paycom.com' with mean price 0.2, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'thetradedesk.com' with mean price 0.1, 1 impressions of adomain 'trueseamoss.com' with mean price 0.3; 2 sessions in app 'dk.tactile.lilysgarden', 7 ad_requests with mean bid_floor 39.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 10.9; 2 sessions in app 'od_13685', 0 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-06 17:55:42;time_since_impression_in_hours is 62;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 63;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.671395055805107;partition is 1652
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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 'fc5f73b3-ab9f-4780-afc5-06ccaf3fdc2d';uuid is '652e85e3-bb52-4977-9fbb-ab320230f383';bid_timestamp is '2025-01-04 23:12:06';device_id is 'fc5f73b3-ab9f-4780-afc5-06ccaf3fdc2d';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 32.838531504899;target_cpi is 2.7629503608543;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 22 ;time_since_impression is 18112693 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.79;prior_theme_impressions_count is 22;prior_tag_clicks_count is 3 ;time_since_click is 32853768;hour is '2025-01-04 23:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[4 sessions in app 'com.BH.CleanDesk', 296 ad_requests with mean bid_floor 12.2; 3 sessions in app 'com.barkaoui.tunnel.dash', 169 ad_requests with mean bid_floor 21.2; 4 sessions in app 'com.bitmango.go.blockhexapuzzle', 46 ad_requests with mean bid_floor 10.5; 29 sessions in app 'com.enp.tears.google', 751 ad_requests with mean bid_floor 5.8; 98 sessions in app 'com.fiogonia.spades', 28698 ad_requests with mean bid_floor 34.1; 27 sessions in app 'com.king.bubblewitch3', 511 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.medicinereminder.bloodsugar.bloodpressure.heart', 7 ad_requests with mean bid_floor 24.5; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 11 ad_requests with mean bid_floor 0.5; 1 sessions in app 'com.prankapp.fartsounds.airhorn.funny', 1 ad_requests with mean bid_floor 4.3; 20 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 889 ad_requests with mean bid_floor 14.0, 1 impressions of adomain 'receive-the-prize.online' with mean price 17.0; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.1; 53 sessions in app 'com.vitastudio.mahjong', 1987 ad_requests with mean bid_floor 15.5, 1 impressions of adomain '7-eleven.com' with mean price 0.6, 2 impressions of adomain 'adidas.com' with mean price 0.1, 7 impressions of adomain 'aha.org' with mean price 0.2, 8 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'byramhealthcare.com' with mean price 0.2, 5 impressions of adomain 'carnival.com' with mean price 0.2, 9 impressions of adomain 'discoverpuertorico.com' with mean price 0.3, 5 impressions of adomain 'dnb.com' with mean price 0.2, 1 impressions of adomain 'dramamine.com' with mean price 0.2, 1 impressions of adomain 'driveezmd.com' with mean price 0.4, 2 impressions of adomain 'fanfairnesscoalition.org' with mean price 1.1, 3 impressions of adomain 'flixchatter.net' with mean price 0.3, 3 impressions of adomain 'goldbond.com' with mean price 0.2, 2 impressions of adomain 'havertys.com' with mean price 0.4, 14 impressions of adomain 'inova.org' with mean price 0.4, 4 impressions of adomain 'instacart.com' with mean price 0.7, 1 impressions of adomain 'littleleaffarms.com' with mean price 0.6, 9 impressions of adomain 'marinerwealthadvisors.com' with mean price 0.3, 1 impressions of adomain 'medicarereliefnow.online' with mean price 14.6, 3 impressions of adomain 'nba.com' with mean price 0.5, 2 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 2 impressions of adomain 'paxlovid.com' with mean price 0.2, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'thetradedesk.com' with mean price 0.1, 1 impressions of adomain 'vastage.org' with mean price 0.4, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'xyzal.com' with mean price 0.1; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 8.3; 10 sessions in app 'net.peakgames.amy', 668 ad_requests with mean bid_floor 16.7; 5 sessions in app 'net.playq.charmking', 21 ad_requests with mean bid_floor 1.7; 10 sessions in app 'spades.solitaire.card.games.free', 371 ad_requests with mean bid_floor 43.4];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 2025-01-06 16:25:17;time_since_impression_in_hours is 5031;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 9126;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.717987602638837;partition is 323
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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 'd9eebbf4-579f-4830-8542-503454fd449e';uuid is '0ddc9057-ff7e-4ecb-8173-52db32d8ce6f';bid_timestamp is '2025-02-06 6:09:11';device_id is 'd9eebbf4-579f-4830-8542-503454fd449e';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 40.7349891896228;target_cpi is 0.8;campaign is 58283;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 33.92;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 44 ;time_since_impression is 30324239 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.7;prior_theme_impressions_count is 44;prior_tag_clicks_count is 1 ;time_since_click is 40364341;hour is '2025-02-06 06:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'and.brainworks.nummatch', 19 ad_requests with mean bid_floor 17.6; 38 sessions in app 'com.blackout.spades', 3253 ad_requests with mean bid_floor 42.3, 13 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'claritin.com' with mean price 0.4, 1 impressions of adomain 'ghirardelli.com' with mean price 0.4, 3 impressions of adomain 'helenoftroy.com' with mean price 0.4, 1 impressions of adomain 'hilcoredev.com' with mean price 0.6, 1 impressions of adomain 'illinoislottery.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 16 impressions of adomain 'king.com' with mean price 11.4, 1 impressions of adomain 'naturestruth.com' with mean price 0.3, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 40.7, 4 impressions of adomain 'nike.com' with mean price 0.6, 1 impressions of adomain 'niveausa.com' with mean price 0.7, 3 impressions of adomain 'nutrafol.com' with mean price 0.6, 19 impressions of adomain 'offerhives.com' with mean price 0.9, 1 impressions of adomain 'oneaday.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 1.6, 1 impressions of adomain 'paulmitchell.com' with mean price 0.5, 3 impressions of adomain 'peacocktv.com' with mean price 0.5, 6 impressions of adomain 'portlandleathergoods.com' with mean price 0.4, 4 impressions of adomain 'priceline.com' with mean price 0.7, 3 impressions of adomain 'productmadness.com' with mean price 11.0, 1 impressions of adomain 'renarc.org' with mean price 0.4, 1 impressions of adomain 'restaurants.applebees.com' with mean price 0.7, 2 impressions of adomain 'santanderus.com' with mean price 0.7, 2 impressions of adomain 'sciplay.com' with mean price 32.2, 1 clicks of adomain 'sciplay.com', 9 impressions of adomain 'temu.com' with mean price 36.5, 1 impressions of adomain 'tiktok.com' with mean price 2.0, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 14 impressions of adomain 'walmart.com' with mean price 0.8, 1 impressions of adomain 'wisewaveltd.com' with mean price 33.5, 1 clicks of adomain 'wisewaveltd.com', 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 1 sessions in app 'com.citrusjoy.trojan', 5 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.matteljv.uno', 16 ad_requests with mean bid_floor 108.5; 1 sessions in app 'com.newpubco.spades', 6 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.sports.eightball.pool.rival', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.staplegames.solitaireGP', 2 ad_requests with mean bid_floor 21.2; 1 sessions in app 'com.unu.friends.card.games', 7 ad_requests with mean bid_floor 4.3; 1 sessions in app 'k6L1rVABNF1s', 0 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 6:12:01;time_since_impression_in_hours is 8423;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 11212;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.559824402413107;partition is 726
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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 'adb3bced-8446-4bae-84c8-86ac23906956';uuid is '16aeb613-b825-43cd-af48-7c1fa18df705';bid_timestamp is '2024-12-22 15:04:09';device_id is 'adb3bced-8446-4bae-84c8-86ac23906956';biddate is '2024-12-22';country is 'USA';app is 'com.tripledot.woodoku';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 7.33353313724755;target_cpi is 6.76738945620816;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'i';bid_floor is 6.943 ;min_floor is 6.943 ;bidmachine_placement_value is 8.96923;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 13131603 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.84;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is 13131708;hour is '2024-12-22 15:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 1 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.akashlilhare.homeworkout', 1 ad_requests with mean bid_floor 5.2; 25 sessions in app 'com.blackout.spades', 3400 ad_requests with mean bid_floor 29.0, 8 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'att.com' with mean price 0.8, 3 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'commonspirit.org' with mean price 0.9, 1 impressions of adomain 'creativenoggin.com' with mean price 1.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'intuit.com' with mean price 0.9, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.4; 145 sessions in app 'com.gamovation.mahjongclub', 2123 ad_requests with mean bid_floor 5.9, 1 impressions of adomain '7-eleven.com' with mean price 0.4, 1 impressions of adomain 'adobe.com' with mean price 0.0, 91 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'belfurniture.com' with mean price 0.7, 4 impressions of adomain 'broadway.bank' with mean price 0.6, 1 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'carhartt.com' with mean price 0.4, 1 impressions of adomain 'carolsdaughter.com' with mean price 0.3, 1 impressions of adomain 'discovery.com' with mean price 0.3, 1 impressions of adomain 'drhorton.com' with mean price 0.3, 3 impressions of adomain 'dunkindonuts.com' with mean price 0.3, 5 impressions of adomain 'edgeparkcgm.com' with mean price 2.5, 1 impressions of adomain 'factor75.com' with mean price 0.0, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'fulfilnutrition.com' with mean price 0.1, 1 impressions of adomain 'grainger.com' with mean price 1.0, 4 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'hamiltonchn.org' with mean price 1.0, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.3, 1 impressions of adomain 'indeed.com' with mean price 0.1, 2 impressions of adomain 'justplayapps.com' with mean price 0.0, 1 impressions of adomain 'kay.com' with mean price 0.8, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 2 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 1 impressions of adomain 'maybelline.com' with mean price 0.1, 1 impressions of adomain 'migraine.com' with mean price 1.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 3 impressions of adomain 'mrelectriccentraltx.com' with mean price 0.2, 1 impressions of adomain 'newspapers.com' with mean price 0.3, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 4 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'nutribullet.com' with mean price 0.3, 3 impressions of adomain 'one1brands.com' with mean price 0.1, 1 impressions of adomain 'playtika.com' with mean price 0.0, 6 impressions of adomain 'roomstogo.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sixflags.com' with mean price 0.3, 3 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 4 impressions of adomain 'temptationstreats.com' with mean price 0.5, 1 impressions of adomain 'textnow.com' with mean price 6.2, 1 impressions of adomain 'thedispensary.com' with mean price 0.5, 1 impressions of adomain 'umiamihealth.org' with mean price 0.6, 1 impressions of adomain 'vio.com' with mean price 0.0, 1 impressions of adomain 'whataburger.com' with mean price 0.6, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'woodhuston.com' with mean price 0.3, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0; 1 sessions in app 'com.gamovation.tileclub', 2 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.gsn.android.tripeaks', 1 ad_requests with mean bid_floor 2.8; 3 sessions in app 'com.museiq.app', 3 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.peoplefun.wordcross', 17 ad_requests with mean bid_floor 6.5; 38 sessions in app 'com.tripledot.solitaire', 5846 ad_requests with mean bid_floor 12.6, 1 impressions of adomain 'ads.netapop.com' with mean price 0.3, 37 impressions of adomain 'amazon.com' with mean price 0.1, 2 impressions of adomain 'broadway.bank' with mean price 0.2, 4 impressions of adomain 'cafecasino.lv' with mean price 0.1, 4 impressions of adomain 'christushealth.org' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.0, 1 impressions of adomain 'coca-cola.com' with mean price 1.4, 7 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 1 impressions of adomain 'cottonelle.com' with mean price 0.0, 1 impressions of adomain 'crest.com' with mean price 0.5, 12 impressions of adomain 'depend.com' with mean price 0.0, 1 impressions of adomain 'discover.com' with mean price 0.1, 69 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'drhorton.com' with mean price 0.3, 1 impressions of adomain 'ducati.com' with mean price 0.5, 3 impressions of adomain 'excedrin.com' with mean price 0.6, 1 impressions of adomain 'food-sample.shop' with mean price 0.5, 2 impressions of adomain 'geico.com' with mean price 1.4, 1 clicks of adomain 'geico.com', 1 impressions of adomain 'greendragonfl.com' with mean price 0.4, 2 impressions of adomain 'hamiltonchn.org' with mean price 1.4, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.4, 1 impressions of adomain 'honda.com' with mean price 0.1, 1 impressions of adomain 'kohls.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'migraine.com' with mean price 0.4, 1 impressions of adomain 'myshinytime.biz' with mean price 0.4, 1 impressions of adomain 'nexium24hr.com' with mean price 0.6, 2 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 3 impressions of adomain 'pandaexpress.com' with mean price 0.6, 1 impressions of adomain 'pandora.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 5 impressions of adomain 'paypal.com' with mean price 0.8, 2 impressions of adomain 'pentlyconger.com' with mean price 0.3, 1 impressions of adomain 'philips.com' with mean price 0.0, 4 impressions of adomain 'progressive.com' with mean price 0.3, 4 impressions of adomain 'qualify-medicare.co' with mean price 0.5, 2 impressions of adomain 'quicksaver.info' with mean price 0.6, 2 impressions of adomain 'qunol.com' with mean price 0.0, 1 impressions of adomain 'rewardmega.store' with mean price 0.0, 3 impressions of adomain 'robitussin.com' with mean price 0.5, 1 impressions of adomain 'royalcanin.com' with mean price 0.0, 1 impressions of adomain 'safemobileprotect.com' with mean price 0.4, 1 impressions of adomain 'saily.com' with mean price 0.0, 1 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'scottbrand.com' with mean price 0.0, 1 impressions of adomain 'sellwerk.de' with mean price 0.0, 1 impressions of adomain 'sharkclean.com' with mean price 0.5, 1 clicks of adomain 'shein.com', 4 impressions of adomain 'shein.com' with mean price 6.1, 2 impressions of adomain 'smartpetlove.com' with mean price 0.0, 1 impressions of adomain 'smithmachineandtool.com' with mean price 0.2, 1 impressions of adomain 'social-innovation.hitachi' with mean price 0.2, 1 impressions of adomain 'tcsheriff.org' with mean price 0.9, 1 impressions of adomain 'texas.gov' with mean price 0.2, 3 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'traveltexas.com' with mean price 13.1, 3 impressions of adomain 'tums.com' with mean price 0.5, 2 impressions of adomain 'ubykotex.com' with mean price 0.3, 1 impressions of adomain 'uphold.com' with mean price 0.1, 1 impressions of adomain 'verizonwireless.com' with mean price 0.2, 1 impressions of adomain 'veronapharma.com' with mean price 0.6, 1 impressions of adomain 'vitamix.com' with mean price 0.0, 2 impressions of adomain 'voltarengel.com' with mean price 0.6, 1 impressions of adomain 'vrbo.com' with mean price 0.2, 1 impressions of adomain 'vsp.com' with mean price 0.1, 1 impressions of adomain 'whataburger.com' with mean price 0.3; 127 sessions in app 'com.tripledot.woodoku', 31512 ad_requests with mean bid_floor 10.8, 1 impressions of adomain 'abbottnutrition.com' with mean price 1.1, 14 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'alenusa.com' with mean price 1.8, 1 impressions of adomain 'alevco.net' with mean price 0.0, 1 impressions of adomain 'amax.com' with mean price 1.2, 51 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'anytimefitness.com' with mean price 0.5, 1 impressions of adomain 'apply.freedomdebtrelief.com' with mean price 1.2, 1 impressions of adomain 'appstation.online' with mean price 0.0, 1 impressions of adomain 'asgservices.com' with mean price 0.4, 1 impressions of adomain 'aspireallergy.com' with mean price 0.8, 2 impressions of adomain 'audible.com' with mean price 0.0, 7 impressions of adomain 'belfurniture.com' with mean price 0.7, 1 impressions of adomain 'belmont.edu' with mean price 0.9, 1 impressions of adomain 'bidease.com' with mean price 0.0, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.0, 1 impressions of adomain 'br.coffee' with mean price 0.0, 3 impressions of adomain 'broadway.bank' with mean price 0.4, 1 impressions of adomain 'buick.com' with mean price 0.8, 6 impressions of adomain 'cadillac.com' with mean price 0.0, 6 impressions of adomain 'cafecasino.lv' with mean price 0.2, 5 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'castrol.com' with mean price 1.4, 1 impressions of adomain 'chevrolet.com' with mean price 0.9, 13 impressions of adomain 'christushealth.org' with mean price 0.3, 4 impressions of adomain 'clorox.com' with mean price 0.0, 2 impressions of adomain 'coca-cola.com' with mean price 1.4, 2 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'community.soundcloud.com' with mean price 0.1, 1 impressions of adomain 'cslplasma.com' with mean price 1.1, 5 impressions of adomain 'depend.com' with mean price 0.2, 4 impressions of adomain 'direxioninvestments.com' with mean price 6.6, 2 impressions of adomain 'discovery.com' with mean price 0.1, 59 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dispatchscience.com' with mean price 0.2, 1 impressions of adomain 'edmorsecadillacdelray.com' with mean price 0.6, 1 impressions of adomain 'endplasticwaste.org' with mean price 0.3, 1 impressions of adomain 'energyefficientcodes.org' with mean price 0.0, 2 impressions of adomain 'excedrin.com' with mean price 0.6, 3 impressions of adomain 'facebook.com' with mean price 0.1, 1 impressions of adomain 'foodbusinessnews.net' with mean price 0.4, 1 impressions of adomain 'fortififoodsolutions.com' with mean price 1.3, 1 impressions of adomain 'foundationch.com' with mean price 1.5, 3 impressions of adomain 'frostbank.com' with mean price 0.0, 1 impressions of adomain 'furniturerow.com' with mean price 0.5, 4 impressions of adomain 'geico.com' with mean price 1.3, 1 impressions of adomain 'gillette.com' with mean price 0.5, 1 impressions of adomain 'globalrefuge.org' with mean price 0.2, 1 impressions of adomain 'gmc.com' with mean price 0.5, 2 impressions of adomain 'goodwillsa.org' with mean price 0.4, 1 impressions of adomain 'greendragonfl.com' with mean price 0.5, 4 impressions of adomain 'gvtc.com' with mean price 0.8, 1 impressions of adomain 'haleon.com' with mean price 0.0, 4 impressions of adomain 'hamiltonchn.org' with mean price 1.1, 3 impressions of adomain 'honda.com' with mean price 0.2, 1 impressions of adomain 'houstonmethodist.org' with mean price 0.3, 1 impressions of adomain 'huggies.com' with mean price 0.0, 5 impressions of adomain 'hulu.com' with mean price 0.9, 143 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'illinoislottery.com' with mean price 0.0, 4 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'instagram.com' with mean price 0.8, 3 impressions of adomain 'intuit.com' with mean price 0.4, 1 impressions of adomain 'kashkick.com' with mean price 0.0, 2 impressions of adomain 'kellanova.com' with mean price 0.6, 2 impressions of adomain 'kelloggs.com' with mean price 0.3, 1 impressions of adomain 'kikkomanusa.com' with mean price 0.3, 1 impressions of adomain 'kindsnacks.com' with mean price 0.8, 2 impressions of adomain 'kohls.com' with mean price 0.0, 1 impressions of adomain 'krusteaz.com' with mean price 0.6, 12 impressions of adomain 'learnings.ai' with mean price 0.0, 2 impressions of adomain 'maybelline.com' with mean price 0.0, 1 impressions of adomain 'mazda.com' with mean price 0.4, 4 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'mckeefoods.com' with mean price 0.8, 1 impressions of adomain 'medisaving.com' with mean price 0.2, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'miami.edu' with mean price 0.2, 1 impressions of adomain 'modulight.com' with mean price 0.0, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'motion.com' with mean price 0.2, 1 impressions of adomain 'mydailybenefit.com' with mean price 0.1, 1 impressions of adomain 'nak-kiln.com' with mean price 0.2, 2 impressions of adomain 'nexium24hr.com' with mean price 0.6, 6 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.0, 1 impressions of adomain 'olay.com' with mean price 0.6, 5 impressions of adomain 'one1brands.com' with mean price 0.0, 18 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'paotexas.com' with mean price 0.8, 2 impressions of adomain 'paramount.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.0, 8 impressions of adomain 'paypal.com' with mean price 1.2, 1 clicks of adomain 'paypal.com', 1 impressions of adomain 'peacocktv.com' with mean price 0.0, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'perrier.com' with mean price 1.1, 1 impressions of adomain 'pgpro.com' with mean price 0.6, 11 impressions of adomain 'playsimple.in' with mean price 0.0, 4 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.0, 1 impressions of adomain 'poppy.bank' with mean price 0.1, 3 impressions of adomain 'productmadness.com' with mean price 0.0, 8 impressions of adomain 'progressive.com' with mean price 0.6, 4 impressions of adomain 'publichealthdegree2025.today' with mean price 0.0, 4 impressions of adomain 'pulte.com' with mean price 8.4, 2 impressions of adomain 'qualify-medicare.co' with mean price 0.1, 3 impressions of adomain 'resourcelabel.com' with mean price 0.1, 2 impressions of adomain 'robitussin.com' with mean price 0.6, 4 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'rogersandhollands.com' with mean price 0.5, 1 impressions of adomain 'rssmaclin.com' with mean price 0.0, 1 impressions of adomain 'safdcareers.com' with mean price 0.4, 13 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'saudimf.sa' with mean price 0.0, 1 impressions of adomain 'scopely.com' with mean price 0.0, 1 impressions of adomain 'secret.com' with mean price 6.0, 1 impressions of adomain 'seniorhealthhelp.info' with mean price 0.1, 1 impressions of adomain 'sharkclean.com' with mean price 0.6, 6 clicks of adomain 'shein.com', 9 impressions of adomain 'shein.com' with mean price 7.3, 1 impressions of adomain 'shopgenius.com' with mean price 1.1, 5 impressions of adomain 'simplebro.co' with mean price 0.0, 2 impressions of adomain 'siriusxm.com' with mean price 0.1, 3 impressions of adomain 'social-innovation.hitachi' with mean price 0.2, 2 impressions of adomain 'solarpanelcompaniesnearme2025.today' with mean price 0.0, 4 impressions of adomain 'southwest.com' with mean price 0.5, 2 impressions of adomain 'starbucks.com' with mean price 0.0, 3 impressions of adomain 'sundt.com' with mean price 0.0, 1 impressions of adomain 'supportjimmylai.com' with mean price 0.2, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'tcsheriff.org' with mean price 0.2, 2 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'terranostra.com' with mean price 0.3, 4 impressions of adomain 'textnow.com' with mean price 6.5, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'thehoneypot.co' with mean price 1.3, 1 impressions of adomain 'theraflu.com' with mean price 0.6, 2 impressions of adomain 'totalsecurenetguard.com' with mean price 0.1, 6 impressions of adomain 'tums.com' with mean price 0.6, 2 impressions of adomain 'tysonfoods.com' with mean price 0.9, 2 impressions of adomain 'ubykotex.com' with mean price 0.6, 3 impressions of adomain 'umiamihealth.org' with mean price 0.3, 1 impressions of adomain 'underdogfantasy.com' with mean price 6.7, 1 clicks of adomain 'underdogfantasy.com', 2 impressions of adomain 'uphold.com' with mean price 0.0, 1 impressions of adomain 'veronapharma.com' with mean price 0.3, 5 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 8 impressions of adomain 'voltarengel.com' with mean price 0.6, 5 impressions of adomain 'walmart.com' with mean price 0.7, 1 impressions of adomain 'washcitylaundries.com' with mean price 0.4, 1 impressions of adomain 'wbliquors.com' with mean price 2.3, 1 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0, 1 impressions of adomain 'www.progressivecommercial.com' with mean price 0.1, 1 impressions of adomain 'www.shein.com' with mean price 0.1, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.2, 1 impressions of adomain 'zales.com' with mean price 0.1; 2 sessions in app 'com.vitastudio.mahjong', 9 ad_requests with mean bid_floor 17.1; 2 sessions in app 'com.wordgame.words.connect', 2 ad_requests with mean bid_floor 10.1; 14 sessions in app 'in.playsimple.wordtrip', 70 ad_requests with mean bid_floor 14.8; 34 sessions in app 'kjv.bible.kingjamesbible', 789 ad_requests with mean bid_floor 35.4; 35 sessions in app 'loppipoppi.dominoes', 2070 ad_requests with mean bid_floor 15.6, 4 impressions of adomain '23andme.com' with mean price 0.0, 26 impressions of adomain 'adidas.com' with mean price 0.1, 1 clicks of adomain 'alignprobiotics.com', 2 impressions of adomain 'alignprobiotics.com' with mean price 4.4, 3 impressions of adomain 'amax.com' with mean price 0.5, 145 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'amcplus.com' with mean price 0.1, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.2, 2 impressions of adomain 'asics.com' with mean price 0.1, 3 impressions of adomain 'att.com' with mean price 15.6, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'bestbuy.com' with mean price 0.3, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'bose.com' with mean price 0.1, 4 impressions of adomain 'cadillac.com' with mean price 0.1, 4 impressions of adomain 'cafecasino.lv' with mean price 0.2, 4 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 'chewy.com' with mean price 0.1, 1 impressions of adomain 'christianmingle.com' with mean price 0.1, 6 impressions of adomain 'christushealth.org' with mean price 0.2, 1 impressions of adomain 'chromadex.com' with mean price 0.2, 5 impressions of adomain 'chumbacasino.com' with mean price 0.1, 4 impressions of adomain 'churchdwight.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.2, 2 impressions of adomain 'coach.com' with mean price 0.1, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'combatbugs.com' with mean price 0.0, 2 impressions of adomain 'costco.com' with mean price 0.3, 3 impressions of adomain 'covergirl.com' with mean price 0.3, 4 impressions of adomain 'discovery.com' with mean price 0.3, 5 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'drybarshops.com' with mean price 0.1, 1 impressions of adomain 'earlham.edu' with mean price 0.4, 1 impressions of adomain 'easterseals.com' with mean price 0.5, 3 impressions of adomain 'ecarone.com' with mean price 0.2, 4 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 2 impressions of adomain 'entravision.com' with mean price 0.2, 1 impressions of adomain 'fincen.gov' with mean price 0.5, 12 impressions of adomain 'fitbit.com' with mean price 0.1, 2 impressions of adomain 'frostbank.com' with mean price 0.1, 9 impressions of adomain 'galderma.com' with mean price 0.2, 1 impressions of adomain 'gatorade.com' with mean price 0.2, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.3, 2 impressions of adomain 'globalrefuge.org' with mean price 0.2, 11 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'gruntstyle.com' with mean price 0.1, 15 impressions of adomain 'haleon.com' with mean price 0.7, 1 impressions of adomain 'healthapplines.com' with mean price 3.2, 3 impressions of adomain 'healthprimal.com' with mean price 7.2, 6 impressions of adomain 'herocosmetics.us' with mean price 0.2, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'ideapublicschools.org' with mean price 0.4, 1 impressions of adomain 'ingrezza.com' with mean price 0.1, 1 impressions of adomain 'izervay.com' with mean price 0.1, 26 impressions of adomain 'jcpenny.com' with mean price 0.1, 3 impressions of adomain 'kayak.com' with mean price 0.2, 2 impressions of adomain 'kelloggs.com' with mean price 0.9, 2 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'logitech.com' with mean price 1.0, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 1 impressions of adomain 'maersk.com' with mean price 0.2, 1 impressions of adomain 'maybelline.com' with mean price 0.1, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 5.0, 1 impressions of adomain 'methodproducts.com' with mean price 0.3, 1 impressions of adomain 'michaels.com' with mean price 0.0, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'moroccanoil.com' with mean price 0.2, 5 impressions of adomain 'mrelectriccentraltx.com' with mean price 0.1, 12 impressions of adomain 'murdochs.com' with mean price 1.0, 2 impressions of adomain 'niveausa.com' with mean price 0.4, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'nordvpn.com' with mean price 0.3, 8 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.0, 1 impressions of adomain 'nutribullet.com' with mean price 0.2, 1 impressions of adomain 'nwtc.edu' with mean price 1.5, 1 impressions of adomain 'oldspice.com' with mean price 3.4, 1 impressions of adomain 'one1brands.com' with mean price 0.2, 1 impressions of adomain 'onlinemediasolutions.com' with mean price 0.1, 2 impressions of adomain 'orgain.com' with mean price 0.1, 3 impressions of adomain 'orville.com' with mean price 0.1, 1 impressions of adomain 'palmers.com' with mean price 0.1, 2 impressions of adomain 'paramount.com' with mean price 0.3, 1 impressions of adomain 'personalcarecouncil.org' with mean price 0.2, 1 impressions of adomain 'philips.com' with mean price 0.1, 1 impressions of adomain 'philosophy.com' with mean price 0.2, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.1, 3 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'pulsz.com' with mean price 0.1, 1 impressions of adomain 'pulte.com' with mean price 0.1, 2 impressions of adomain 'quiktrip.com' with mean price 0.3, 2 impressions of adomain 'qunol.com' with mean price 0.1, 4 impressions of adomain 'royalcanin.com' with mean price 0.2, 2 impressions of adomain 'schwarzkopf.com' with mean price 0.1, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'seguinchevrolet.com' with mean price 0.2, 2 impressions of adomain 'sennheiser.com' with mean price 0.1, 2 impressions of adomain 'shein.com' with mean price 3.8, 8 impressions of adomain 'sleeper.com' with mean price 0.2, 1 impressions of adomain 'smartborad.com' with mean price 0.4, 2 impressions of adomain 'snuggle.com' with mean price 0.2, 3 impressions of adomain 'southwest.com' with mean price 0.2, 25 impressions of adomain 'ssfcu.org' with mean price 0.1, 2 impressions of adomain 'tech.pokergaga.net' with mean price 2.5, 2 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tempursealy.com' with mean price 0.1, 1 impressions of adomain 'texascarsdirect.com' with mean price 0.2, 1 impressions of adomain 'texasoriginal.com' with mean price 0.3, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'thecheesecakefactory.com' with mean price 0.2, 4 impressions of adomain 'tubitv.com' with mean price 4.1, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'ubykotex.com' with mean price 0.0, 2 impressions of adomain 'underdogfantasy.com' with mean price 4.0, 1 impressions of adomain 'vaccines.gov' with mean price 0.2, 1 impressions of adomain 'vytalogy.com' with mean price 0.1, 7 impressions of adomain 'walmart.com' with mean price 0.1, 2 impressions of adomain 'wellnesspetfood.com' with mean price 0.1, 1 impressions of adomain 'whatisshingles.com' with mean price 0.1, 1 impressions of adomain 'whitecastle.com' with mean price 0.1, 1 impressions of adomain 'whoop.com' with mean price 0.2, 6 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'yourradioplace.com' with mean price 0.0, 2 impressions of adomain 'zeroogravitygames.com' with mean price 0.2; 1 sessions in app 'org.swrgame.luckystars', 37 ad_requests with mean bid_floor 22.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3647;channel is 'USA/I/bidmachine/com.tripledot.woodoku/False/197';time_since_click_in_hours is 3648;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.589987380568137;partition is 726
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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 'e51a1597-acac-440c-b5de-e73b80af1e7b';uuid is '67d2be30-0948-4702-b20f-e2f70f87ac70';bid_timestamp is '2024-12-16 13:59:45';device_id is 'e51a1597-acac-440c-b5de-e73b80af1e7b';biddate is '2024-12-16';country is 'USA';app is 'com.mobilityware.CastleSolitaire';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 13.8693119999999;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 13.859312 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 5593267 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.35;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 5593261;hour is '2024-12-16 13:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[12 sessions in app 'com.fbig.spades', 122 ad_requests with mean bid_floor 5.2; 12 sessions in app 'com.mobilityware.CastleSolitaire', 224 ad_requests with mean bid_floor 7.2, 1 impressions of adomain 'hystlerunn.com' with mean price 8.2; 13 sessions in app 'com.mobilityware.Spades', 1142 ad_requests with mean bid_floor 11.9, 1 impressions of adomain 'astrazeneca.com' with mean price 4.3, 1 clicks of adomain 'healthprimal.com', 2 impressions of adomain 'healthprimal.com' with mean price 12.4, 2 clicks of adomain 'i2978cec.app-ads-txt.com', 2 impressions of adomain 'i2978cec.app-ads-txt.com' with mean price 4.4; 10 sessions in app 'com.newpubco.spades', 413 ad_requests with mean bid_floor 8.2, 1 impressions of adomain 'airproducts.com' with mean price 0.5, 1 impressions of adomain 'alenusa.com' with mean price 1.0, 4 impressions of adomain 'allianztravelinsurance.com' with mean price 0.3, 6 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'cash.app' with mean price 0.1, 3 impressions of adomain 'depend.com' with mean price 0.3, 5 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'drinkolipop.com' with mean price 0.6, 1 impressions of adomain 'earthbreeze.com' with mean price 0.6, 1 impressions of adomain 'extclaims.com' with mean price 1.5, 1 impressions of adomain 'fortworthzoo.org' with mean price 1.0, 1 impressions of adomain 'huggies.com' with mean price 0.4, 2 impressions of adomain 'ivory.com' with mean price 0.3, 2 impressions of adomain 'kitchenaid.com' with mean price 0.2, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 3 impressions of adomain 'premierprotein.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.8, 2 impressions of adomain 'ranch2ospirits.com' with mean price 0.6, 1 impressions of adomain 'rexulti.com' with mean price 3.7, 1 impressions of adomain 'southwestchristian.org' with mean price 1.5, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'stonyfield.com' with mean price 0.5, 2 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'sweetfrog.com' with mean price 0.2, 1 impressions of adomain 'temptationstreats.com' with mean price 0.4, 2 impressions of adomain 'theupsstore.com' with mean price 0.3, 2 impressions of adomain 'toyota.com' with mean price 0.7, 1 impressions of adomain 'travelwyoming.com' with mean price 0.7, 1 impressions of adomain 'ubykotex.com' with mean price 0.9, 1 impressions of adomain 'vrbo.com' with mean price 0.2, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1; 11 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 272 ad_requests with mean bid_floor 11.8; 4 sessions in app 'com.tripledot.spades', 69 ad_requests with mean bid_floor 42.9; 6 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 69 ad_requests with mean bid_floor 1.0; 12 sessions in app 'spades.classic.card.game', 470 ad_requests with mean bid_floor 35.8];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2024-12-27 19:53:50;dc_15roundended_before_d8_timestamp is 45650.7975;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-19 3:08:25;time_since_impression_in_hours is 1553;channel is 'USA/V/bidmachine/com.mobilityware.CastleSolitaire/False/192';time_since_click_in_hours is 1554;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.462055728908856;partition is 473
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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 '80501691-8676-4b5e-beea-d4927973a4b3';uuid is '7f53b250-1153-4e66-a581-91f9cc20102b';bid_timestamp is '2025-01-09 23:41:45';device_id is '80501691-8676-4b5e-beea-d4927973a4b3';biddate is '2025-01-09';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 26.3192249933869;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 3.9 ;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 1.45;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-09 23:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[62 sessions in app 'com.LoopGames.Domino', 5179 ad_requests with mean bid_floor 5.8, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 16.4, 1 clicks of adomain 'goldennugget.com', 2 impressions of adomain 'goldennugget.com' with mean price 21.0; 2 sessions in app 'com.aaaudi.wordmaker', 38 ad_requests with mean bid_floor 21.9, 1 impressions of adomain 'alenusa.com' with mean price 1.3; 1 sessions in app 'com.adfone.aditup', 2 ad_requests with mean bid_floor 16.2; 18 sessions in app 'com.blackout.spades', 2367 ad_requests with mean bid_floor 31.4, 6 impressions of adomain 'instagram.com' with mean price 0.8, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 15.0; 1 sessions in app 'com.findmyphone.bywhistle.easilyfindphone.whistlephonefinder', 15 ad_requests with mean bid_floor 22.5; 1 sessions in app 'com.fortune.phrases.android', 8 ad_requests with mean bid_floor 3.5; 4 sessions in app 'com.fun.frenzy.trivia.android', 58 ad_requests with mean bid_floor 3.9; 71 sessions in app 'com.mobilityware.GinRummySolitaire', 3288 ad_requests with mean bid_floor 23.6, 5 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'azoproducts.com' with mean price 0.4, 6 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bidease.com' with mean price 0.1, 6 impressions of adomain 'callapp.com' with mean price 0.1, 1 impressions of adomain 'chumbacasino.com' with mean price 0.4, 1 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 4 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 clicks of adomain 'empfohlen.de', 1 impressions of adomain 'empfohlen.de' with mean price 6.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 5 impressions of adomain 'freecash.com' with mean price 0.1, 1 impressions of adomain 'goldennugget.com' with mean price 0.5, 3 impressions of adomain 'governorofpoker.com' with mean price 0.1, 1 clicks of adomain 'healthprimal.com', 2 impressions of adomain 'healthprimal.com' with mean price 13.7, 2 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 6 impressions of adomain 'justdice.io' with mean price 0.2, 1 impressions of adomain 'mattel163.com' with mean price 0.2, 3 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'moonpay.com' with mean price 0.1, 1 impressions of adomain 'nationaldebtrelief.com' with mean price 0.5, 2 impressions of adomain 'pluto.tv' with mean price 3.3, 1 clicks of adomain 'pluto.tv', 11 impressions of adomain 'prairiehillsgelbvieh.com' with mean price 0.1, 15 impressions of adomain 'productmadness.com' with mean price 0.1, 7 impressions of adomain 'progressive.com' with mean price 0.6, 5 impressions of adomain 'rosevilleautomall.com' with mean price 1.1, 1 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'scopely.com' with mean price 0.1, 4 clicks of adomain 'shein.com', 7 impressions of adomain 'shein.com' with mean price 21.5, 3 clicks of adomain 'snap.com', 3 impressions of adomain 'snap.com' with mean price 21.5, 9 impressions of adomain 'tech.pokergaga.net' with mean price 0.8, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'textnow.com' with mean price 0.4, 2 impressions of adomain 'tiktok.com' with mean price 0.9, 8 impressions of adomain 'tubitv.com' with mean price 10.9, 5 clicks of adomain 'tubitv.com', 3 impressions of adomain 'weather.com' with mean price 0.1, 2 impressions of adomain 'yourradioplace.com' with mean price 0.1; 2 sessions in app 'com.newpubco.spades', 57 ad_requests with mean bid_floor 11.5, 2 impressions of adomain 'spectrum.com' with mean price 2.5; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 4.6; 5 sessions in app 'com.starplay.spider.fighter3d', 42 ad_requests with mean bid_floor 3.8; 6 sessions in app 'com.toto.jcyj.mvmix', 27 ad_requests with mean bid_floor 10.1; 9 sessions in app 'com.tripledot.blackjack', 454 ad_requests with mean bid_floor 119.5; 2 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 5.6; 5 sessions in app 'com.unicostudio.popularwords2', 58 ad_requests with mean bid_floor 2.8; 8 sessions in app 'in.playsimple.wordtrip', 179 ad_requests with mean bid_floor 22.1; 8 sessions in app 'loppipoppi.dominoes', 183 ad_requests with mean bid_floor 16.0, 2 impressions of adomain 'cadillac.com' with mean price 0.2, 1 clicks of adomain 'chime.com', 2 impressions of adomain 'chime.com' with mean price 20.7, 1 impressions of adomain 'nianticlabs.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 2025-01-10 2:55:40;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.199684968219293;partition is 3317
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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 '3bbdbddb-41d4-46f6-a2a7-59c5f6b1fd55';uuid is '045cd20f-6967-4bce-96af-f0b756a6d284';bid_timestamp is '2025-01-14 2:06:25';device_id is '3bbdbddb-41d4-46f6-a2a7-59c5f6b1fd55';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 '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 3.88750673583319;target_cpi is 7.92327287950375;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 35.333333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 71 ;time_since_impression is 18610 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.36;prior_theme_impressions_count is 71;prior_tag_clicks_count is 18 ;time_since_click is 1112854;hour is '2025-01-14 02:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[6 sessions in app 'and.lihuhu.matchpair3d', 630 ad_requests with mean bid_floor 24.6; 1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 32 ad_requests with mean bid_floor 1.4; 81 sessions in app 'com.car.parking.bus.mania.traffic.jam', 1357 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 1 impressions of adomain 'adventhealth.com' with mean price 0.8, 13 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'applockp.top' with mean price 0.0, 3 impressions of adomain 'audible.com' with mean price 0.0, 1 impressions of adomain 'behavioralhealth-centers.com' with mean price 0.0, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'bing.com' with mean price 0.0, 6 impressions of adomain 'callohiohome.com' with mean price 0.1, 2 impressions of adomain 'campbells.com' with mean price 0.2, 1 impressions of adomain 'castrol.com' with mean price 0.2, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 1 impressions of adomain 'checkout51.com' with mean price 0.1, 1 impressions of adomain 'deepthought.industries' with mean price 0.0, 1 impressions of adomain 'exelixis.com' with mean price 0.1, 1 impressions of adomain 'granddesignrv.com' with mean price 1.9, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 5 impressions of adomain 'learnings.ai' with mean price 0.0, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.0, 4 impressions of adomain 'paintbynumber.app' with mean price 0.0, 5 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'purple.com' with mean price 0.1, 1 impressions of adomain 'revlon.com' with mean price 0.1, 1 impressions of adomain 'shwphd.top' with mean price 0.0, 1 impressions of adomain 'southwest.com' with mean price 0.1, 1 impressions of adomain 'unicycive.com' with mean price 0.2, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 4 impressions of adomain 'weather.com' with mean price 0.0, 3 impressions of adomain 'weldonowen.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'www.mobileprotectionzone.com' with mean price 0.0, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 6 sessions in app 'com.crypt.gram.puzz', 122 ad_requests with mean bid_floor 12.3, 1 impressions of adomain 'lancome-usa.com' with mean price 1.6, 2 impressions of adomain 'meta.com' with mean price 0.2; 37 sessions in app 'com.jctswbglsm.SwipeAway', 748 ad_requests with mean bid_floor 2.8; 22 sessions in app 'com.merge6.mergeremove.goods', 534 ad_requests with mean bid_floor 8.0; 2 sessions in app 'com.peoplefun.wordcross', 24 ad_requests with mean bid_floor 6.1; 71 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 18187 ad_requests with mean bid_floor 11.0, 1 clicks of adomain 'dnamobileapps.com', 2 impressions of adomain 'dnamobileapps.com' with mean price 3.0, 2 clicks of adomain 'metabolicmaintenance.com', 5 impressions of adomain 'metabolicmaintenance.com' with mean price 3.9, 1 clicks of adomain 'metacoregames.com', 8 impressions of adomain 'metacoregames.com' with mean price 2.8, 1 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 3.8, 2 clicks of adomain 'newpub.co/spades', 15 impressions of adomain 'newpub.co/spades' with mean price 4.0, 1 impressions of adomain 'premierwellnesspicks.com' with mean price 5.3; 16 sessions in app 'com.tripledot.solitaire', 4018 ad_requests with mean bid_floor 8.9, 1 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'cafecasino.lv' with mean price 0.2, 4 impressions of adomain 'coca-cola.com' with mean price 1.4, 3 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dysport.com' with mean price 0.8, 2 impressions of adomain 'eaze.com' with mean price 0.4, 1 impressions of adomain 'excedrin.com' with mean price 0.5, 1 impressions of adomain 'ezcater.com' with mean price 0.2, 1 impressions of adomain 'franksredhot.com' with mean price 0.8, 1 impressions of adomain 'geico.com' with mean price 0.3, 1 impressions of adomain 'guerrerotortillas.com' with mean price 1.1, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 4 impressions of adomain 'lowes.com' with mean price 0.1, 15 impressions of adomain 'metacoregames.com' with mean price 0.0, 5 impressions of adomain 'microsoft.com' with mean price 1.5, 1 impressions of adomain 'myfitnesspal.com' with mean price 0.7, 3 impressions of adomain 'progressive.com' with mean price 0.8, 2 impressions of adomain 'proof-advertising.com' with mean price 0.1, 1 impressions of adomain 'ringling.edu' with mean price 0.6, 1 impressions of adomain 'samsclub.com' with mean price 0.5, 1 impressions of adomain 'theraflu.com' with mean price 0.5, 1 impressions of adomain 'thewellnessway.com' with mean price 1.1, 2 impressions of adomain 'tums.com' with mean price 0.6, 5 impressions of adomain 'verizonwireless.com' with mean price 0.1, 7 impressions of adomain 'walgreens.com' with mean price 0.5; 3 sessions in app 'com.tripledot.woodoku', 15 ad_requests with mean bid_floor 8.7; 1 sessions in app 'com.xjtec.screwdilemma', 91 ad_requests with mean bid_floor 22.0; 21 sessions in app 'heigou.flygame.goodsstory.puzzle', 50 ad_requests with mean bid_floor 4.1; 40 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 1243 ad_requests with mean bid_floor 3.7, 1 impressions of adomain '24hourfitness.com' with mean price 0.2, 1 impressions of adomain 'alignprobiotics.com' with mean price 3.5, 12 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'amscot.com' with mean price 2.0, 1 impressions of adomain 'audible.com' with mean price 0.0, 1 impressions of adomain 'bing.com' with mean price 0.0, 3 impressions of adomain 'castrol.com' with mean price 0.7, 1 impressions of adomain 'clairol.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'computershare.com' with mean price 0.8, 2 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 1 impressions of adomain 'epson.com' with mean price 0.0, 1 impressions of adomain 'familydollar.com' with mean price 0.0, 1 impressions of adomain 'haleon.com' with mean price 0.3, 5 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'iccsafe.org' with mean price 0.7, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 1 impressions of adomain 'kleenex.com' with mean price 0.2, 1 impressions of adomain 'libertymutual.com' with mean price 0.5, 1 impressions of adomain 'lowes.com' with mean price 0.4, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'meta.com' with mean price 0.1, 1 impressions of adomain 'midflorida.com' with mean price 0.7, 7 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.6, 2 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 3 impressions of adomain 'poise.com' with mean price 0.2, 2 impressions of adomain 'progressive.com' with mean price 0.7, 1 impressions of adomain 'santanderus.com' with mean price 1.8, 2 impressions of adomain 'starz.com' with mean price 0.3, 4 impressions of adomain 'subaru.com' with mean price 0.2, 4 impressions of adomain 'ulta.com' with mean price 0.0, 1 impressions of adomain 'vfc.com' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.2, 1 impressions of adomain 'victoriassecret.com' with mean price 0.0, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'vivistim.com' with mean price 0.4, 4 impressions of adomain 'walgreens.com' with mean price 1.0, 7 impressions of adomain 'xifaxan.com' with mean price 0.6; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 3.4; 3 sessions in app 'in.playsimple.wordtrip', 14 ad_requests with mean bid_floor 13.0; 79 sessions in app 'jigsaw.puzzle.game.banana', 2910 ad_requests with mean bid_floor 13.6, 2 impressions of adomain '23andme.com' with mean price 0.2, 1 impressions of adomain 'aarp.org' with mean price 0.1, 2 impressions of adomain 'airstream.com' with mean price 0.8, 48 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'ascentprotein.com' with mean price 0.2, 3 impressions of adomain 'autoinsurance.org' with mean price 0.1, 1 impressions of adomain 'aveeno.com' with mean price 0.3, 1 impressions of adomain 'beachbody.com' with mean price 0.5, 1 impressions of adomain 'beckshybrids.com' with mean price 0.4, 1 impressions of adomain 'benadryl.com' with mean price 0.2, 2 impressions of adomain 'boxpartners.com' with mean price 0.1, 4 impressions of adomain 'bushbeans.com' with mean price 0.3, 6 impressions of adomain 'cerave.com' with mean price 0.3, 1 impressions of adomain 'crownlaboratories.com' with mean price 0.3, 2 impressions of adomain 'daytonainternationalspeedway.com' with mean price 0.6, 4 impressions of adomain 'deterrasystem.com' with mean price 0.6, 8 impressions of adomain 'discoverpuertorico.com' with mean price 0.2, 1 impressions of adomain 'distrokid.com' with mean price 0.1, 5 impressions of adomain 'elfcosmetics.com' with mean price 0.4, 10 impressions of adomain 'em.honda.com' with mean price 0.4, 1 impressions of adomain 'epson.com' with mean price 0.0, 1 impressions of adomain 'esupplements.com' with mean price 0.4, 5 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'gcherrera.com' with mean price 0.3, 1 impressions of adomain 'getmibox.com' with mean price 0.6, 1 impressions of adomain 'gm.com' with mean price 0.0, 1 impressions of adomain 'gomacro.com' with mean price 0.1, 9 impressions of adomain 'gooddoggbeverage.com' with mean price 0.4, 1 impressions of adomain 'hardwickshowcase.com' with mean price 0.8, 3 impressions of adomain 'hhs.gov' with mean price 0.2, 2 impressions of adomain 'hulu.com' with mean price 0.6, 1 impressions of adomain 'idahoan.com' with mean price 0.0, 2 impressions of adomain 'innovage.com' with mean price 0.4, 5 impressions of adomain 'instacart.com' with mean price 0.4, 1 impressions of adomain 'its-florida.com' with mean price 0.1, 2 impressions of adomain 'jenkinskiaofocala.com' with mean price 0.2, 1 impressions of adomain 'jenkinsvolvocarsocala.com' with mean price 0.1, 36 impressions of adomain 'jetblue.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 2 impressions of adomain 'kao.com' with mean price 0.2, 5 impressions of adomain 'kitmedia.us' with mean price 0.3, 5 impressions of adomain 'kobesteakhouse.com' with mean price 0.9, 1 impressions of adomain 'lancome-usa.com' with mean price 0.3, 2 impressions of adomain 'liquid-iv.com' with mean price 0.3, 1 impressions of adomain 'listerine.com' with mean price 0.3, 1 impressions of adomain 'lucentsunrise.com' with mean price 0.2, 1 impressions of adomain 'marionroofingservice.com' with mean price 0.9, 2 impressions of adomain 'marriott.com' with mean price 0.0, 1 impressions of adomain 'mcdonalds.com' with mean price 0.0, 9 impressions of adomain 'metronet.com' with mean price 0.2, 2 impressions of adomain 'moneypages.com' with mean price 0.5, 1 impressions of adomain 'naileditroofinginc.com' with mean price 0.9, 1 impressions of adomain 'natrol.com' with mean price 0.6, 2 impressions of adomain 'nestleusa.com' with mean price 0.3, 4 impressions of adomain 'neutrogena.com' with mean price 0.3, 1 impressions of adomain 'newpub.co' with mean price 8.0, 1 clicks of adomain 'newpub.co', 3 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'ogxbeauty.com' with mean price 0.2, 1 impressions of adomain 'olly.com' with mean price 0.2, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.2, 4 impressions of adomain 'paulmitchell.com' with mean price 0.4, 9 impressions of adomain 'paycom.com' with mean price 0.2, 1 impressions of adomain 'peacocktv.com' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'powerofresolve.com' with mean price 0.3, 7 impressions of adomain 'progressive.com' with mean price 0.7, 1 impressions of adomain 'redcross.org' with mean price 0.0, 1 impressions of adomain 'revlon.com' with mean price 0.3, 1 impressions of adomain 'rogaine.com' with mean price 0.4, 6 impressions of adomain 'round2spirits.com' with mean price 0.1, 1 impressions of adomain 'sakrete.com' with mean price 1.0, 1 impressions of adomain 'samsung.com' with mean price 0.3, 3 impressions of adomain 'santanderus.com' with mean price 0.3, 7 impressions of adomain 'shoppersvoice.com' with mean price 0.1, 1 impressions of adomain 'simpli.fi' with mean price 2.4, 2 impressions of adomain 'soitaabusa.com' with mean price 0.9, 3 impressions of adomain 'sportsresearch.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 12 impressions of adomain 'subaru.com' with mean price 0.2, 10 impressions of adomain 'titosvodka.com' with mean price 0.4, 5 impressions of adomain 'trioatjubileepark.com' with mean price 0.6, 4 impressions of adomain 'truckers-wealth.com' with mean price 0.5, 2 impressions of adomain 'tylenol.com' with mean price 0.2, 1 impressions of adomain 'tysonfoods.com' with mean price 0.5, 1 impressions of adomain 'us.puma.com' with mean price 0.1, 3 impressions of adomain 'usf.edu' with mean price 0.9, 2 impressions of adomain 'verizon.com' with mean price 0.1, 3 impressions of adomain 'vespyrbrands.com' with mean price 0.2, 1 impressions of adomain 'vicks.com' with mean price 0.1, 1 impressions of adomain 'visitcolumbusga.com' with mean price 1.4, 17 impressions of adomain 'walgreens.com' with mean price 0.7, 64 impressions of adomain 'walmart.com' with mean price 0.8, 1 impressions of adomain 'winchester-designs.com' with mean price 1.3, 1 impressions of adomain 'yanmartractor.com' with mean price 0.7, 1 impressions of adomain 'zurn.com' with mean price 0.9; 90 sessions in app 'traffic.parking.jam.escape.car3d.games', 3774 ad_requests with mean bid_floor 3.3, 3 impressions of adomain 'advanticehealth.com' with mean price 0.2, 1 impressions of adomain 'aloha.com' with mean price 0.2, 101 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'amcplus.com' with mean price 0.1, 1 impressions of adomain 'amscot.com' with mean price 1.4, 1 impressions of adomain 'ancientnutrition.com' with mean price 0.4, 2 impressions of adomain 'ascentprotein.com' with mean price 0.1, 1 impressions of adomain 'asics.com' with mean price 0.1, 1 impressions of adomain 'audible.com' with mean price 0.0, 5 impressions of adomain 'bedhead.com' with mean price 0.2, 1 impressions of adomain 'bidease.com' with mean price 0.2, 1 impressions of adomain 'bloomnu.com' with mean price 0.1, 1 impressions of adomain 'boost.com' with mean price 0.3, 1 impressions of adomain 'canon.com' with mean price 0.1, 4 impressions of adomain 'caudalie.com' with mean price 0.1, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 1 impressions of adomain 'celadonbooks.com' with mean price 0.3, 3 impressions of adomain 'clairol.com' with mean price 0.2, 3 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'coach.com' with mean price 0.3, 7 impressions of adomain 'covergirl.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 2 impressions of adomain 'dunkindonuts.com' with mean price 0.3, 1 impressions of adomain 'dymatize.com' with mean price 0.1, 4 impressions of adomain 'dyson.com' with mean price 0.2, 1 impressions of adomain 'ensure.com' with mean price 0.2, 2 impressions of adomain 'epson.com' with mean price 0.0, 4 impressions of adomain 'ferrero.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'galderma.com' with mean price 0.2, 1 impressions of adomain 'gruntstyle.com' with mean price 0.2, 2 impressions of adomain 'herocosmetics.us' with mean price 0.1, 1 impressions of adomain 'honest.com' with mean price 0.1, 4 impressions of adomain 'kenraprofessional.com' with mean price 0.2, 1 impressions of adomain 'kfc.com' with mean price 0.0, 2 impressions of adomain 'lancome-usa.com' with mean price 0.2, 5 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'lenovo.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'liquidremedy.com' with mean price 0.1, 6 impressions of adomain 'lowes.com' with mean price 0.3, 1 impressions of adomain 'mcdonalds.com' with mean price 0.0, 74 impressions of adomain 'meta.com' with mean price 0.2, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 2.5, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mynuface.com' with mean price 0.4, 3 impressions of adomain 'neutrogena.com' with mean price 0.2, 5 impressions of adomain 'newpub.co' with mean price 8.0, 5 clicks of adomain 'newpub.co', 5 clicks of adomain 'newpub.co/spades', 8 impressions of adomain 'newpub.co/spades' with mean price 2.5, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 2 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'ogxbeauty.com' with mean price 0.2, 3 impressions of adomain 'olly.com' with mean price 0.1, 1 impressions of adomain 'originmaine.com' with mean price 0.1, 1 impressions of adomain 'paulmitchell.com' with mean price 0.3, 2 impressions of adomain 'philips.com' with mean price 0.1, 1 impressions of adomain 'philosophy.com' with mean price 0.1, 8 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'prestigebrands.com' with mean price 0.3, 3 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 3 impressions of adomain 'randco.com' with mean price 0.1, 4 impressions of adomain 'sleepnumber.com' with mean price 0.2, 2 impressions of adomain 'sportsresearch.com' with mean price 0.2, 1 impressions of adomain 'starz.com' with mean price 0.1, 1 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 'tiktok.com' with mean price 1.5, 1 impressions of adomain 'titosvodka.com' with mean price 0.0, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 4 impressions of adomain 'vfc.com' with mean price 0.2, 2 impressions of adomain 'walgreens.com' with mean price 0.6, 5 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 3 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'whoop.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'worldequestriancenter.com' with mean price 0.0, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1, 1 impressions of adomain 'zencolor.app' with mean price 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;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 309;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.682976160813255;partition is 3317
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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 'bae181e3-4f2f-4c25-bf6f-ba028dd0e08a';uuid is '539f1b93-ffa9-4c62-8fd9-bdbaa1d22f77';bid_timestamp is '2024-12-16 3:49:55';device_id is 'bae181e3-4f2f-4c25-bf6f-ba028dd0e08a';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 47.6077175823276;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 59.36;placement_historical_value is 39.942496;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 2568083 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.99;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is 2568072;hour is '2024-12-16 03:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[2 sessions in app 'com.DefaultCompany.GunsOfGalaxy', 150 ad_requests with mean bid_floor 17.9; 1 sessions in app 'com.FunnyHubGames.PoliceCarChaseForest', 1997 ad_requests with mean bid_floor 16.3; 2 sessions in app 'com.alpha.went.roll', 22 ad_requests with mean bid_floor 17.9; 2 sessions in app 'com.avatarlife.avatarstory.mystory.myworld.mywonder', 14 ad_requests with mean bid_floor 62.1; 8 sessions in app 'com.baiwang.xsplash', 705 ad_requests with mean bid_floor 18.3; 2 sessions in app 'com.bingo.ahead.android', 40 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.bingo.legends.game', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.blackout.spades', 160 ad_requests with mean bid_floor 7.3, 3 impressions of adomain 'offerhives.com' with mean price 1.0, 1 clicks of adomain 'superplay.co', 1 impressions of adomain 'superplay.co' with mean price 0.7; 3 sessions in app 'com.cdg.tictactoe', 37 ad_requests with mean bid_floor 5.8; 7 sessions in app 'com.christmasshelf.match.tgoods', 510 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.crush.lab.xiwag.brn.one.game', 20 ad_requests with mean bid_floor 2.1; 3 sessions in app 'com.fc.goods.sort.matching.puzzle.triplemaster', 102 ad_requests with mean bid_floor 6.1, 1 impressions of adomain 'amazon.com' with mean price 0.4; 3 sessions in app 'com.goods.master3d.triple.puzzle', 174 ad_requests with mean bid_floor 199.7, 5 impressions of adomain 'superplay.co' with mean price 0.9; 1 sessions in app 'com.kayac.level_up_number', 6 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.logosphoto.fanaticalfootball.logomaker', 198 ad_requests with mean bid_floor 15.4; 6 sessions in app 'com.newleaf.app.android.victor', 22 ad_requests with mean bid_floor 62.1; 1 sessions in app 'com.nostel.parking.car', 21 ad_requests with mean bid_floor 46.5; 2 sessions in app 'com.papaya.solitairecash', 7 ad_requests with mean bid_floor 25.4; 1 sessions in app 'com.playground.sunsetglow', 40 ad_requests with mean bid_floor 23.2; 2 sessions in app 'com.pool.shotballs.frenzy.merge', 9 ad_requests with mean bid_floor 6.2; 23 sessions in app 'com.radio.pocketfm', 201 ad_requests with mean bid_floor 15.1; 1 sessions in app 'com.set.starry.plain', 8 ad_requests with mean bid_floor 18.2; 1 sessions in app 'com.solitairedelight.joy.game', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.whitedot.fg2', 11 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.wotima.android.rdlesnia', 26 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.yg.mini.games', 42 ad_requests with mean bid_floor 6.8; 1 sessions in app 'com.zm.nuts', 21 ad_requests with mean bid_floor 33.0; 1 sessions in app 'find.out.hidden.objects.seek.puzzle.games.free', 9 ad_requests with mean bid_floor 3.1; 2 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 10.9];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2024-12-17 18:52:21;dc_15roundended_before_d8_timestamp is 45643.7540509259;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-16 3:57:23;time_since_impression_in_hours is 713;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 713;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.168567917502602;partition is 2694
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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 '4dd27daa-18b6-47ea-896e-c1212fa8bfb8';uuid is '26592d81-d9fc-4e3b-a55a-7ba13a962f77';bid_timestamp is '2025-01-31 15:41:52';device_id is '4dd27daa-18b6-47ea-896e-c1212fa8bfb8';biddate is '2025-01-31';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 61.0735048991839;target_cpi is 2.04471051692962;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 ;placement_historical_value is 16.734805;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 7128005 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.63;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 7127988;hour is '2025-01-31 15:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[8 sessions in app 'com.IronEqual.GunshipOperator3D', 442 ad_requests with mean bid_floor 7.8; 1 sessions in app 'com.LoopGames.Domino', 47 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.RocinanteGames.SwatTacticalShooter', 8 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.bfa.battlelines', 4 ad_requests with mean bid_floor 8.5; 1 sessions in app 'com.billiards.city.pool.nation.club', 6 ad_requests with mean bid_floor 17.7; 14 sessions in app 'com.blackout.spades', 1203 ad_requests with mean bid_floor 31.5, 2 impressions of adomain 'adventhealth.com' with mean price 0.6, 40 impressions of adomain 'amazon.com' with mean price 0.6, 4 impressions of adomain 'amcplus.com' with mean price 0.5, 1 impressions of adomain 'amerisbank.com' with mean price 0.4, 1 impressions of adomain 'bose.com' with mean price 0.4, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 6 impressions of adomain 'discovery.com' with mean price 0.6, 7 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'hsbc.com' with mean price 0.4, 1 impressions of adomain 'michaeljfox.org' with mean price 0.7, 19 impressions of adomain 'moroccanoil.com' with mean price 0.5, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 61.1, 8 impressions of adomain 'nutrafol.com' with mean price 0.5, 4 impressions of adomain 'orgain.com' with mean price 0.4, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 4 impressions of adomain 'philips.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 1.2, 1 impressions of adomain 'samsung.com' with mean price 1.0, 6 impressions of adomain 'starz.com' with mean price 0.6, 1 impressions of adomain 'tempursealy.com' with mean price 0.4, 1 impressions of adomain 'vioc.com' with mean price 0.4, 1 impressions of adomain 'windowworld-btr.com' with mean price 0.6, 2 impressions of adomain 'windowworlddfw.com' with mean price 0.5; 1 sessions in app 'com.ddup.zombiewaves.zw', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.hss.offline.sniper.simulator', 12 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.newpubco.spades', 76 ad_requests with mean bid_floor 23.2, 4 impressions of adomain 'spectrum.com' with mean price 0.6; 10 sessions in app 'com.niceteen.games.dtbam', 1209 ad_requests with mean bid_floor 70.8; 1 sessions in app 'com.redlinegames.attackhole', 49 ad_requests with mean bid_floor 87.8; 14 sessions in app 'com.steer.gruntrush', 96 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.stoneaxe.mechshooter.android', 51 ad_requests with mean bid_floor 1.4; 2 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 7.1; 2 sessions in app 'com.uspex.hts', 83 ad_requests with mean bid_floor 2.4; 2 sessions in app 'com.vincentb.MobControl', 79 ad_requests with mean bid_floor 2.5, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'hondadealers.com' with mean price 0.4, 1 impressions of adomain 'jetconsult.com' with mean price 1.4; 1 sessions in app 'ghost.shooting.sniper.real3d.action.free.android', 6 ad_requests with mean bid_floor 3.0; 2 sessions in app 'hang.man.word.guessing.games', 143 ad_requests with mean bid_floor 51.2; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 9.9];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 2025-01-31 15:44:29;time_since_impression_in_hours is 1980;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1980;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.178590166257751;partition is 2764
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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 '28454e4d-a427-42ee-8ca6-d4c7befc988a';uuid is '79c4bf39-7a39-4d66-8a11-8dfd0333b2fc';bid_timestamp is '2024-12-21 15:59:05';device_id is '28454e4d-a427-42ee-8ca6-d4c7befc988a';biddate is '2024-12-21';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 2.3871875219889;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 1.8656;placement_historical_value is 2.93832;third_party_bid_price is ;prior_tag_impressions_count is 59 ;time_since_impression is 89470 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.39;prior_theme_impressions_count is 59;prior_tag_clicks_count is 17 ;time_since_click is 605712;hour is '2024-12-21 15:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[3 sessions in app 'com.akashlilhare.homeworkout', 3 ad_requests with mean bid_floor 5.2; 12 sessions in app 'com.animal.hunter.sniper', 7551 ad_requests with mean bid_floor 24.1, 1 impressions of adomain 'defranciscolaw.com' with mean price 1.3, 4 clicks of adomain 'draftkings.com', 9 impressions of adomain 'draftkings.com' with mean price 12.0, 4 clicks of adomain 'textnow.com', 5 impressions of adomain 'textnow.com' with mean price 4.8, 1 impressions of adomain 'vacasa.com' with mean price 0.9; 38 sessions in app 'com.blackout.spades', 54391 ad_requests with mean bid_floor 26.2, 1 impressions of adomain 'all-laundry.com' with mean price 0.2, 13 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'att.com' with mean price 0.7, 13 impressions of adomain 'bobwallaceappliance.com' with mean price 0.6, 2 impressions of adomain 'bumble.com' with mean price 1.9, 1 impressions of adomain 'cyberpowersystems.com' with mean price 0.2, 7 impressions of adomain 'disneyplus.com' with mean price 0.4, 3 impressions of adomain 'greenlightnetworks.com' with mean price 0.5, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 1 impressions of adomain 'hp.com' with mean price 0.6, 1 impressions of adomain 'jaimenuhfer.org' with mean price 0.6, 2 impressions of adomain 'kimberly-clark.com' with mean price 0.5, 1 clicks of adomain 'lets.shop', 5 impressions of adomain 'lets.shop' with mean price 0.5, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 5 clicks of adomain 'newpub.co', 5 impressions of adomain 'newpub.co' with mean price 2.5, 12 clicks of adomain 'newpub.co/spades', 12 impressions of adomain 'newpub.co/spades' with mean price 3.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'olums.com' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 0.4, 1 impressions of adomain 'remax.com' with mean price 0.2, 3 impressions of adomain 'samhsa.gov' with mean price 0.5, 3 impressions of adomain 'samsung.com' with mean price 0.9, 2 impressions of adomain 'smithfieldculinary.com' with mean price 0.2, 2 impressions of adomain 'southwest.com' with mean price 0.3, 2 impressions of adomain 'tempursealy.com' with mean price 3.9, 1 impressions of adomain 'torkusa.com' with mean price 0.4, 1 impressions of adomain 'visitpa.com' with mean price 0.5, 2 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 4 sessions in app 'com.breakingnewsbrief.app', 7 ad_requests with mean bid_floor 1.4; 3 sessions in app 'com.crush.match.farm', 20 ad_requests with mean bid_floor 6.5; 58 sessions in app 'com.fbig.words', 2046 ad_requests with mean bid_floor 63.4; 117 sessions in app 'com.fiogonia.hearts', 34060 ad_requests with mean bid_floor 26.3; 3 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 4.3; 14 sessions in app 'com.fugo.wow', 2317 ad_requests with mean bid_floor 9.6, 1 clicks of adomain 'basf.com', 4 impressions of adomain 'basf.com' with mean price 2.1, 2 impressions of adomain 'coca-cola.com' with mean price 1.4, 1 impressions of adomain 'goldbond.com' with mean price 0.5, 1 impressions of adomain 'illinoislottery.com' with mean price 0.6, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 2 impressions of adomain 'nationalgeographic.org' with mean price 6.7, 1 impressions of adomain 'xifaxan.com' with mean price 1.3; 1 sessions in app 'com.gma.water.sort.puzzle', 1 ad_requests with mean bid_floor 0.0; 12 sessions in app 'com.online.huntingsniper', 114 ad_requests with mean bid_floor 36.2; 5 sessions in app 'com.peoplefun.wordcross', 22 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.playvalve.wsjourney', 656 ad_requests with mean bid_floor 30.4, 1 impressions of adomain 'newpub.co' with mean price 6.3, 1 impressions of adomain 'tango.me' with mean price 0.2; 24 sessions in app 'com.scavenger.hunt.find.my.cat.hidden.object.free.brainly.game', 753 ad_requests with mean bid_floor 2.8, 176 impressions of adomain 'adidas.com' with mean price 0.0, 14 impressions of adomain 'amazon.com' with mean price 0.3, 3 impressions of adomain 'backmarket.com' with mean price 0.0, 1 impressions of adomain 'barillagroup.com' with mean price 0.1, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.1, 1 impressions of adomain 'cargurus.com' with mean price 0.1, 1 impressions of adomain 'comenity.com' with mean price 0.0, 1 impressions of adomain 'corteva.us' with mean price 0.5, 1 impressions of adomain 'easyvet.com' with mean price 0.2, 1 impressions of adomain 'eatenlightened.com' with mean price 0.1, 1 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'iottechnews.com' with mean price 0.0, 5 impressions of adomain 'iwgplc.com' with mean price 0.2, 1 impressions of adomain 'kay.com' with mean price 0.6, 1 impressions of adomain 'kimberly-clark.com' with mean price 0.2, 1 impressions of adomain 'lakeviewfarms.com' with mean price 0.1, 1 impressions of adomain 'mcdonalds.com' with mean price 0.0, 1 impressions of adomain 'nowfoods.com' with mean price 0.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 4.8, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.2, 1 impressions of adomain 'planetoat.com' with mean price 0.2, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 5 impressions of adomain 'priceline.com' with mean price 0.0, 1 impressions of adomain 'ruizfoods.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.0, 1 impressions of adomain 'sleepnumber.com' with mean price 0.2, 3 impressions of adomain 'smithfieldfoods.com' with mean price 0.3, 1 impressions of adomain 'smuckers.com' with mean price 0.2, 4 impressions of adomain 'solocup.com' with mean price 0.1, 1 impressions of adomain 'starz.com' with mean price 0.3, 1 impressions of adomain 'talkspace.com' with mean price 1.3, 2 impressions of adomain 'tempursealy.com' with mean price 0.2, 2 impressions of adomain 'textnow.com' with mean price 2.3, 1 clicks of adomain 'textnow.com', 2 impressions of adomain 'tjx.com' with mean price 0.0, 35 impressions of adomain 'ulta.com' with mean price 0.4, 1 impressions of adomain 'walmart.com' with mean price 0.0, 1 impressions of adomain 'www.admile.com' with mean price 0.1, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.1; 2 sessions in app 'com.tripledot.solitaire', 5 ad_requests with mean bid_floor 4.3; 8 sessions in app 'com.tripledot.woodoku', 33 ad_requests with mean bid_floor 7.7; 2 sessions in app 'com.vitastudio.solitaire', 13 ad_requests with mean bid_floor 14.2; 2 sessions in app 'easy.sudoku.puzzle.solver.free', 3 ad_requests with mean bid_floor 5.6; 8 sessions in app 'find.difference.spot.hidden.differences.detective', 212 ad_requests with mean bid_floor 53.5; 1 sessions in app 'happy.paint.coloring.color.number', 1 ad_requests with mean bid_floor 6.9; 1 sessions in app 'in.playsimple.tripcross', 5 ad_requests with mean bid_floor 9.5; 34 sessions in app 'in.playsimple.wordsearch', 3228 ad_requests with mean bid_floor 16.4; 18 sessions in app 'in.playsimple.wordtrip', 76 ad_requests with mean bid_floor 26.0; 8 sessions in app 'kidultlovin.word.zen', 693 ad_requests with mean bid_floor 26.7, 1 impressions of adomain 'amazon.com' with mean price 0.4, 7 impressions of adomain 'aspercreme.com' with mean price 0.1, 1 impressions of adomain 'caesars.com' with mean price 0.2, 2 impressions of adomain 'centerfoldsofboston.com' with mean price 1.4, 1 impressions of adomain 'dnb.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'indeed.com' with mean price 0.0, 1 impressions of adomain 'kay.com' with mean price 0.9, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.2, 2 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 2 impressions of adomain 'operationsmile.org' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'poise.com' with mean price 0.3, 2 impressions of adomain 'progressive.com' with mean price 0.3, 2 impressions of adomain 'subaru.com' with mean price 0.3, 19 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'zillow.com' with mean price 0.2; 22 sessions in app 'linkdesks.classic.solitaire.klondike', 116 ad_requests with mean bid_floor 45.2; 27 sessions in app 'puzzle.game.find.differences', 769 ad_requests with mean bid_floor 4.9, 3 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'centerfoldsofboston.com' with mean price 1.5, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'honda.com' with mean price 0.6, 1 impressions of adomain 'jcpenny.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'pearcommerce.com' with mean price 0.4, 2 impressions of adomain 'solvaybank.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'wawa.com' with mean price 0.3; 1 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 6 ad_requests with mean bid_floor 44.1];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 24;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 168;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.924419249934566;partition is 2764
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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 '9ce249df-d6fd-4d60-bd7a-8c7d72f57e87';uuid is 'bb849090-7014-4b81-b061-7b1ebd9abc02';bid_timestamp is '2025-01-09 22:40:36';device_id is '9ce249df-d6fd-4d60-bd7a-8c7d72f57e87';biddate is '2025-01-09';country is 'USA';app is 'bst.blood.sugar.tracker';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 27.3519940923271;target_cpi is 2;campaign is 57880;creative_id is 229286;session_duration is 18 ;seller_name is 'SANJT';seller_id is 786;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.732143;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 854061 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 4.97;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-09 22:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[6 sessions in app 'bpt.blood.pressure.tracker', 212 ad_requests with mean bid_floor 2.1; 13 sessions in app 'bst.blood.sugar.tracker', 529 ad_requests with mean bid_floor 7.8, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 27.4, 1 impressions of adomain 'slotomania.com' with mean price 10.7; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 4 ad_requests with mean bid_floor 50.9; 1 sessions in app 'com.itechnosolut.devicetree', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.newpubco.spades', 11 ad_requests with mean bid_floor 54.2; 145 sessions in app 'com.online.magnify.visontool', 1211 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.spaceclean.quickcleaner', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.tendevstudio.security', 7 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.wordgame.words.connect', 27 ad_requests with mean bid_floor 9.0; 1 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 7 ad_requests with mean bid_floor 4.8; 3 sessions in app 'hd.hw.wp', 109 ad_requests with mean bid_floor 14.2; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 2.9; 2 sessions in app 'nm.note.mate', 188 ad_requests with mean bid_floor 12.1; 2 sessions in app 'qr.genie.gg', 32 ad_requests with mean bid_floor 12.4; 1 sessions in app 'schedule.note.tdl', 43 ad_requests with mean bid_floor 14.5; 1 sessions in app 'solitaire.classicgame.klondike.solitaire.freecard', 7 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 2025-01-09 22:43:07;time_since_impression_in_hours is 237;channel is 'USA/I/bidmachine/bst.blood.sugar.tracker/False/786';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.762038463389075;partition is 2188
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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 'e519a3b3-b425-4f5e-8b0d-ee611821505e';uuid is '33f1a051-85ab-4797-a3d6-247df2df1f40';bid_timestamp is '2025-02-04 0:13:48';device_id is 'e519a3b3-b425-4f5e-8b0d-ee611821505e';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 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 23.6244838367027;target_cpi is 1.55269491902288;campaign is 58255;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 39.0735;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 2141464 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.91;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is 2141462;hour is '2025-02-04 00:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[1 sessions in app 'ball.sort.color.water.puzzle.games', 13 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.LoopGames.Yatzy', 14 ad_requests with mean bid_floor 0.4; 3 sessions in app 'com.PlayIt.WonderBox', 102 ad_requests with mean bid_floor 4.0; 5 sessions in app 'com.YsoCorp.NinjaHands', 40 ad_requests with mean bid_floor 5.9; 7 sessions in app 'com.YsoCorp.StretchGuy', 228 ad_requests with mean bid_floor 4.3, 1 impressions of adomain 'doordash.com' with mean price 12.3; 20 sessions in app 'com.avg.cleaner', 58 ad_requests with mean bid_floor 13.8; 48 sessions in app 'com.blackout.spades', 5184 ad_requests with mean bid_floor 15.1, 1 impressions of adomain 'giftwonder.online' with mean price 1.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 23.6, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 33.0, 1 impressions of adomain 'paramountplus.com' with mean price 1.5; 2 sessions in app 'com.bloodsugar.bloodpressure.bloodsugartracking', 3 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.braingames.wordsearch', 249 ad_requests with mean bid_floor 15.5; 1 sessions in app 'com.clap.find.my.phone.say.passcode.find.mobile.alarm', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.findgame.android.word', 54 ad_requests with mean bid_floor 2.6; 9 sessions in app 'com.gosub60.sol5', 358 ad_requests with mean bid_floor 7.2, 1 clicks of adomain 'homedepot.com', 1 impressions of adomain 'homedepot.com' with mean price 29.6; 1 sessions in app 'com.hypermonkgames.HighwayOvertake', 23 ad_requests with mean bid_floor 4.3; 2 sessions in app 'com.kayac.level_up_number', 16 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.makemake.megaharvester', 3 ad_requests with mean bid_floor 21.2; 1 sessions in app 'com.marketer.greenpass', 10 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.mergedomhomedesign.game', 21 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.newpubco.spades', 50 ad_requests with mean bid_floor 7.2, 1 impressions of adomain '9snail.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 1.2; 1 sessions in app 'com.ninhoelmatador.earn_and_win', 116 ad_requests with mean bid_floor 11.3; 1 sessions in app 'com.os.space.force.galaxy.alien', 31 ad_requests with mean bid_floor 111.4; 3 sessions in app 'com.playvalve.spades', 42 ad_requests with mean bid_floor 137.3; 3 sessions in app 'com.playvalve.yatzy', 62 ad_requests with mean bid_floor 116.7; 2 sessions in app 'com.pogotech.pogocash', 3 ad_requests with mean bid_floor 3.5; 2 sessions in app 'com.scream.imposter.monster.survival', 22 ad_requests with mean bid_floor 20.3; 2 sessions in app 'com.together.CrazyBus', 174 ad_requests with mean bid_floor 45.0; 1 sessions in app 'com.tripledot.solitaire', 30 ad_requests with mean bid_floor 14.9; 2 sessions in app 'com.ttf.StickmanKombat', 261 ad_requests with mean bid_floor 16.8; 1 sessions in app 'com.volt.dresstoimpress', 23 ad_requests with mean bid_floor 3.2; 2 sessions in app 'com.wildspike.wormszone', 7 ad_requests with mean bid_floor 27.9; 1 sessions in app 'com.word.madness', 81 ad_requests with mean bid_floor 90.4; 4 sessions in app 'com.wordfarm.scapes', 145 ad_requests with mean bid_floor 115.9, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 clicks of adomain 'audible.com', 1 impressions of adomain 'audible.com' with mean price 52.6, 1 clicks of adomain 'carry1st.com', 1 impressions of adomain 'carry1st.com' with mean price 43.4, 1 clicks of adomain 'doordash.com', 1 impressions of adomain 'doordash.com' with mean price 80.6, 3 impressions of adomain 'flashrewards.co' with mean price 85.0, 1 clicks of adomain 'flashrewards.co', 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'luredrinks.com' with mean price 0.2, 1 impressions of adomain 'mistplay.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 2 impressions of adomain 'numerator.com' with mean price 0.6, 1 clicks of adomain 'playstudios.com', 2 impressions of adomain 'playstudios.com' with mean price 56.1, 1 impressions of adomain 'softbakedapps.com' with mean price 0.4, 2 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'tripledotstudios.com' with mean price 61.8, 1 clicks of adomain 'tripledotstudios.com', 1 impressions of adomain 'truecaller.com' with mean price 0.1; 1 sessions in app 'games.taplab.thejourney', 6 ad_requests with mean bid_floor 103.2; 1 sessions in app 'io.supercent.linkedcubic', 3 ad_requests with mean bid_floor 20.1; 1 sessions in app 'net.uploss.water_app', 8 ad_requests with mean bid_floor 1.1; 1 sessions in app 'puzzle.blockpuzzle.cube.relax', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'solitaire.klondike.classic.card.games', 104 ad_requests with mean bid_floor 66.9; 1 sessions in app 'trivia.quiz.trivia.star.millionaire.word.question.offine.game.free', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'wood.block.jigsaw.puzzle.android', 8 ad_requests with mean bid_floor 71.7; 1 sessions in app 'word.search.cross.games', 29 ad_requests with mean bid_floor 9.9];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 2025-02-04 0:17:13;time_since_impression_in_hours is 594;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 595;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.812442189874208;partition is 2388
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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 '40b1075f-a1de-4ba9-9709-c54df4776f1d';uuid is '214eb178-a986-4d47-ab73-df1899f0bf0c';bid_timestamp is '2025-02-08 6:38:02';device_id is '40b1075f-a1de-4ba9-9709-c54df4776f1d';biddate is '2025-02-08';country is 'USA';app is 'com.CRRR.CatRopeRescueRiddles';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 31.9077778900121;target_cpi is 2;campaign is 58317;creative_id is 229452;session_duration is 5 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';bid_floor is 11.9356 ;min_floor is 11.9356 ;bidmachine_placement_value is 23.731344;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 28912433 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.24;prior_theme_impressions_count is 1;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 :[3 sessions in app 'com.CRRR.CatRopeRescueRiddles', 187 ad_requests with mean bid_floor 15.9; 4 sessions in app 'com.block.juggle', 16 ad_requests with mean bid_floor 46.6; 12 sessions in app 'com.easybrain.number.puzzle.game', 2928 ad_requests with mean bid_floor 32.8, 6 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'ict.edu' with mean price 1.6, 1 impressions of adomain 'ingrezza.com' with mean price 0.4, 1 impressions of adomain 'invitrocellresearch.com' with mean price 0.8, 4 impressions of adomain 'nurtec.com' with mean price 1.5, 1 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'orgovyx.com' with mean price 2.7, 1 impressions of adomain 'padcev.com' with mean price 0.4, 5 impressions of adomain 'paypal.com' with mean price 1.5, 1 impressions of adomain 'progressive.com' with mean price 0.6, 2 impressions of adomain 'reckitt.com' with mean price 0.5, 1 impressions of adomain 'tevapharm.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'waskey.com' with mean price 1.9; 2 sessions in app 'com.newpubco.spades', 41 ad_requests with mean bid_floor 15.1; 1 sessions in app 'com.phone.alarm.touchphone.thief', 2 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.playvalve.dominoes', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.solitaire.cards.deluxe', 132 ad_requests with mean bid_floor 68.5; 2 sessions in app 'com.solitarie.card.regal.game', 21 ad_requests with mean bid_floor 13.4, 1 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'creditkarma.com' with mean price 101.1; 1 sessions in app 'com.tripledot.blockbash', 17 ad_requests with mean bid_floor 21.3, 3 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'boostmobile.com' with mean price 0.9, 1 impressions of adomain 'oldspice.com' with mean price 0.5; 7 sessions in app 'com.tripledot.solitaire', 1828 ad_requests with mean bid_floor 3.2, 1 impressions of adomain 'amax.com' with mean price 0.2, 1 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'biomedrealty.com' with mean price 1.1, 1 impressions of adomain 'carnival.com' with mean price 0.6, 10 impressions of adomain 'coca-cola.com' with mean price 1.4, 3 impressions of adomain 'cvs.com' with mean price 1.0, 1 impressions of adomain 'doordash.com' with mean price 0.5, 1 impressions of adomain 'excedrin.com' with mean price 0.6, 1 impressions of adomain 'hormelfoods.com' with mean price 0.5, 3 impressions of adomain 'invitrocellresearch.com' with mean price 0.7, 1 impressions of adomain 'libtayo.com' with mean price 0.3, 2 impressions of adomain 'metamucil.com' with mean price 0.5, 2 impressions of adomain 'nexium24hr.com' with mean price 0.6, 1 impressions of adomain 'nuedextahcp.com' with mean price 0.3, 1 impressions of adomain 'oakevergames.com' with mean price 0.1, 1 impressions of adomain 'paypal.com' with mean price 0.8, 2 impressions of adomain 'pbr.com' with mean price 0.3, 1 impressions of adomain 'regalcardplay.com' with mean price 85.0, 1 clicks of adomain 'regalcardplay.com', 1 impressions of adomain 'secret.com' with mean price 0.6, 1 impressions of adomain 'stonyfield.com' with mean price 0.6, 1 impressions of adomain 'theraflu.com' with mean price 0.5, 1 impressions of adomain 'tums.com' with mean price 0.5, 1 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.4; 1 sessions in app 'loppipoppi.dominoes', 53 ad_requests with mean bid_floor 16.6, 6 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'haleon.com' with mean price 0.4, 2 impressions of adomain 'la-z-boy.com' with mean price 0.5, 1 impressions of adomain 'priceline.com' with mean price 0.8; 3 sessions in app 'loppipoppi.numbermatch', 123 ad_requests with mean bid_floor 3.7, 1 impressions of adomain 'goldbond.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 4 impressions of adomain 'priceline.com' with mean price 0.4, 1 impressions of adomain 'spectrum.com' with mean price 2.4, 2 impressions of adomain 'xyzal.com' with mean price 0.3; 2 sessions in app 'net.zedge.android', 14 ad_requests with mean bid_floor 19.5];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 6:54:06;0_timestamp is 2025-02-08 6:54:06;time_since_impression_in_hours is 8031;channel is 'USA/I/chartboost-android-sdk/com.CRRR.CatRopeRescueRiddles/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.49297220445962;partition is 85
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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 '6504becf-617e-4381-8d20-2ec856024a58';uuid is '3f5a31cd-7d69-4325-8298-346c82e0b976';bid_timestamp is '2025-01-03 18:46:28';device_id is '6504becf-617e-4381-8d20-2ec856024a58';biddate is '2025-01-03';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 250;target_cpi is 3.57161770482201;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 5.3;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 1.92;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-03 18:00:00+00:00';day_of_week is '4';os_version is 15;user_behavior is :[2 sessions in app '9eac98b5b0facd5af73f983fba5539cf', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'and.brainworks.nummatch', 40 ad_requests with mean bid_floor 16.8; 3 sessions in app 'com.abi.busjam.sortpuzzle', 54 ad_requests with mean bid_floor 3.7, 1 impressions of adomain 'advanticehealth.com' with mean price 0.2, 1 impressions of adomain 'aholddelhaize.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'homespotter.com' with mean price 0.6, 1 impressions of adomain 'ingrezza.com' with mean price 0.3, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.5, 17 impressions of adomain 'ulstersavings.com' with mean price 0.3; 6 sessions in app 'com.bubbleshooter.origin.classic.puzzle', 41 ad_requests with mean bid_floor 24.2; 1 sessions in app 'com.easybrain.killer.sudoku.free', 35 ad_requests with mean bid_floor 50.7; 3 sessions in app 'com.gimica.ballbounce', 156 ad_requests with mean bid_floor 38.7, 1 impressions of adomain 'learnings.ai' with mean price 0.2; 6 sessions in app 'com.gimica.tilematchpro', 275 ad_requests with mean bid_floor 3.3, 1 impressions of adomain 'youtube.com' with mean price 0.3; 9 sessions in app 'com.gimica.wordseeker', 396 ad_requests with mean bid_floor 6.2, 61 impressions of adomain 'amazon.com' with mean price 0.6, 3 impressions of adomain 'customcatch.com' with mean price 0.6, 1 impressions of adomain 'dermalogica.com' with mean price 0.4, 1 impressions of adomain 'freecash.com' with mean price 0.7, 1 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'jackpocket.com' with mean price 0.3, 1 clicks of adomain 'justdice.io', 5 impressions of adomain 'justdice.io' with mean price 2.6, 1 impressions of adomain 'king.com' with mean price 0.6, 1 impressions of adomain 'mistplay.com' with mean price 0.4, 2 impressions of adomain 'niveausa.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.6, 1 impressions of adomain 'starz.com' with mean price 0.7; 4 sessions in app 'com.handmark.expressweather', 6 ad_requests with mean bid_floor 68.9; 19 sessions in app 'com.justplay.app', 223 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.newpubco.spades', 15 ad_requests with mean bid_floor 37.8, 1 impressions of adomain 'medscape.com' with mean price 1.8; 1 sessions in app 'com.puzzle.mergecard', 32 ad_requests with mean bid_floor 6.5; 101 sessions in app 'com.saintel.labible', 143 ad_requests with mean bid_floor 99.6; 57 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1467 ad_requests with mean bid_floor 4.0, 3 impressions of adomain 'intuit.com' with mean price 3.6, 1 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'metabolicmaintenance.com' with mean price 46.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 80.3; 1 sessions in app 'com.tarboosh.collectemall', 17 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.tripledot.spades', 3 ad_requests with mean bid_floor 1.0; 14 sessions in app 'com.word.block.puzzle.free.relax', 222 ad_requests with mean bid_floor 92.9; 9 sessions in app 'com.wordpz.guesswords.braingame', 1042 ad_requests with mean bid_floor 86.4; 1 sessions in app 'com.xmonetize.quizzland', 14 ad_requests with mean bid_floor 12.3; 6 sessions in app 'daily.number.match.free.puzzle', 56 ad_requests with mean bid_floor 16.8, 2 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'niveausa.com' with mean price 0.9, 1 impressions of adomain 'prestigebrands.com' with mean price 0.6; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 3.3; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 4.1; 1 sessions in app 'sort.ball.color.puzzle.sorting.tube.game', 2 ad_requests with mean bid_floor 7.9; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 8 ad_requests with mean bid_floor 3.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45661.6995023148;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 18:50:06;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 0.537013646615545;partition is 1092
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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 '7d684076-3c1d-48da-9ba2-f19249461194';uuid is '93632c3c-3cc7-49a2-b9f2-f854c69afe36';bid_timestamp is '2024-12-27 23:16:45';device_id is '7d684076-3c1d-48da-9ba2-f19249461194';biddate is '2024-12-27';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 49.1449549954592;target_cpi is 3.74552456741355;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 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.66;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-27 23:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'com.block.juggle', 4 ad_requests with mean bid_floor 21.7; 3 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 30 ad_requests with mean bid_floor 14.5; 3 sessions in app 'com.breakingnewsbrief.app', 6 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.cdg.tictactoe', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 3.9; 144 sessions in app 'com.enflick.android.TextNow', 284 ad_requests with mean bid_floor 44.0; 3 sessions in app 'com.sgames.match3', 601 ad_requests with mean bid_floor 14.1; 2 sessions in app 'com.tripledot.blockbash', 21 ad_requests with mean bid_floor 2.4; 2 sessions in app 'com.tripledot.solitaire', 34 ad_requests with mean bid_floor 13.2; 1 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.tvata.whale.flight', 167 ad_requests with mean bid_floor 17.4; 3 sessions in app 'games.my.zombie.shooter', 55 ad_requests with mean bid_floor 71.3; 1 sessions in app 'id.indologam.collect.ball3d', 34 ad_requests with mean bid_floor 6.2; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 11.4; 10 sessions in app 'puzzle.blockpuzzle.cube.relax', 298 ad_requests with mean bid_floor 19.4, 1 impressions of adomain 'flyfoxgames.com' with mean price 1.1, 1 impressions of adomain 'streetwisepartners.org' with mean price 1.2, 3 impressions of adomain 'walgreens.com' with mean price 0.5; 61 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 1493 ad_requests with mean bid_floor 1.9, 2 clicks of adomain 'newpub.co/hearts', 2 impressions of adomain 'newpub.co/hearts' with mean price 20.3];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 2024-12-27 23:24:47;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 0.835809085312246;partition is 239
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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 'bf840c1c-9033-4fba-8655-37d749b5281b';uuid is 'd5f3b250-657d-4a12-92de-be43c9ef8af8';bid_timestamp is '2025-01-11 16:18:19';device_id is 'bf840c1c-9033-4fba-8655-37d749b5281b';biddate is '2025-01-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 50.4783242500894;target_cpi is 1.18620586108827;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 6 ;time_since_impression is 12438462 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.52;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is 12438459;hour is '2025-01-11 16:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[1 sessions in app 'com.bbumgames.opa', 11 ad_requests with mean bid_floor 3.5; 16 sessions in app 'com.blackout.spades', 673 ad_requests with mean bid_floor 30.9, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 50.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 6 impressions of adomain 'papayagaming.com' with mean price 1.8, 2 impressions of adomain 'paramountplus.com' with mean price 1.2; 1 sessions in app 'com.bowling.club', 30 ad_requests with mean bid_floor 426.5; 1 sessions in app 'com.ea.game.maddenmobile15_row', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.ea.gp.maddennfl21mobile', 15 ad_requests with mean bid_floor 58.8; 1 sessions in app 'com.fiogonia.spades', 7 ad_requests with mean bid_floor 10.4; 1 sessions in app 'com.gp.pilot.simulator.airplanegames', 10 ad_requests with mean bid_floor 1.6; 7 sessions in app 'com.matteljv.uno', 211 ad_requests with mean bid_floor 135.3; 18 sessions in app 'com.miniclip.eightballpool', 123 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 23 ad_requests with mean bid_floor 9.7; 1 sessions in app 'com.newpubco.spades', 19 ad_requests with mean bid_floor 11.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.5, 1 impressions of adomain 'wtapeo.com' with mean price 1.0; 2 sessions in app 'com.papaya.bingocash', 4 ad_requests with mean bid_floor 76.0; 5 sessions in app 'com.playvalve.spades', 400 ad_requests with mean bid_floor 89.5, 1 impressions of adomain 'justdice.io' with mean price 0.6; 3 sessions in app 'com.sports.eightball.pool.rival', 7 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 14.4; 1 sessions in app 'com.zcmxd.pokergaga', 1 ad_requests with mean bid_floor 102.7; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 7.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-11 16:22:22;time_since_impression_in_hours is 3455;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3455;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.332641229121092;partition is 1457
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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 '586070df-856b-461c-b2fe-b64af8d20965';uuid is 'f7a766c4-2df9-42a7-b407-292669650e2c';bid_timestamp is '2025-01-28 13:49:21';device_id is '586070df-856b-461c-b2fe-b64af8d20965';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 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is 6.402739;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 91619 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 12;prior_tag_clicks_count is 4 ;time_since_click is 283440;hour is '2025-01-28 13:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[109 sessions in app 'com.blackout.spades', 83050 ad_requests with mean bid_floor 29.1, 2 impressions of adomain '3m.com' with mean price 0.3, 3 impressions of adomain '901pestcontrol.com' with mean price 0.8, 6 impressions of adomain 'admile.com' with mean price 0.3, 2 impressions of adomain 'all-laundry.com' with mean price 0.2, 164 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'amerisourcebergen.com' with mean price 0.3, 7 impressions of adomain 'ashleyfurniture.com' with mean price 0.2, 10 impressions of adomain 'bemismfg.com' with mean price 0.2, 19 impressions of adomain 'bigbuckspawntn.com' with mean price 0.4, 11 impressions of adomain 'bissell.com' with mean price 0.2, 1 impressions of adomain 'bp.com' with mean price 0.2, 1 impressions of adomain 'callapp.com' with mean price 0.1, 22 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.1, 5 impressions of adomain 'churchdwight.com' with mean price 0.2, 3 impressions of adomain 'clorox.com' with mean price 0.4, 2 impressions of adomain 'coach.com' with mean price 0.2, 4 impressions of adomain 'cullmanregional.com' with mean price 0.6, 1 impressions of adomain 'culturelle.com' with mean price 0.2, 2 impressions of adomain 'cyberpowersystems.com' with mean price 0.2, 53 impressions of adomain 'depend.com' with mean price 0.2, 2 impressions of adomain 'designinfini.com' with mean price 0.4, 1 impressions of adomain 'discovery.com' with mean price 0.2, 6 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'drpepper.com' with mean price 0.3, 2 impressions of adomain 'duracell.com' with mean price 0.4, 1 impressions of adomain 'dymatize.com' with mean price 0.2, 1 impressions of adomain 'eatiqbar.com' with mean price 0.2, 3 impressions of adomain 'ensure.com' with mean price 0.3, 1 impressions of adomain 'epiquerealty.com' with mean price 0.2, 3 impressions of adomain 'espnbet.com' with mean price 9.3, 1 impressions of adomain 'example.com' with mean price 0.7, 6 impressions of adomain 'fanniemae.com' with mean price 0.2, 1 impressions of adomain 'funkaway.com' with mean price 0.2, 2 impressions of adomain 'ghirardelli.com' with mean price 0.3, 2 impressions of adomain 'goldennugget.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 0.3, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.5, 3 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'holbourntherapy.net' with mean price 0.2, 1 impressions of adomain 'huberwood.com' with mean price 0.2, 31 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'insouth.com' with mean price 0.8, 1 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'ionis.com' with mean price 0.7, 6 impressions of adomain 'kbhome.com' with mean price 0.8, 3 impressions of adomain 'kelloggs.com' with mean price 1.0, 2 impressions of adomain 'keysplzlocksmith.com' with mean price 0.2, 6 impressions of adomain 'la-z-boy.com' with mean price 0.5, 5 impressions of adomain 'magairports.com' with mean price 0.2, 1 impressions of adomain 'mamajustice.com' with mean price 0.4, 9 impressions of adomain 'maybelline.com' with mean price 0.2, 13 impressions of adomain 'mcdonalds.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.1, 4 impressions of adomain 'memphisunionmission.org' with mean price 0.3, 1 impressions of adomain 'mg-united.com' with mean price 0.2, 2 impressions of adomain 'mhamt.org' with mean price 0.4, 3 impressions of adomain 'migraine.com' with mean price 0.6, 2 impressions of adomain 'mikmak.com' with mean price 0.6, 2 impressions of adomain 'mikmak.tv' with mean price 1.0, 2 impressions of adomain 'miller-motte.edu' with mean price 0.8, 9 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 4 impressions of adomain 'mobilityware.com' with mean price 0.1, 1 impressions of adomain 'murdochs.com' with mean price 0.9, 11 impressions of adomain 'mypigeonforge.com' with mean price 0.3, 3 impressions of adomain 'natera.com' with mean price 0.8, 1 impressions of adomain 'naturesbakery.com' with mean price 0.8, 1 impressions of adomain 'neptunetg.com' with mean price 0.5, 4 impressions of adomain 'nestleusa.com' with mean price 0.2, 1 impressions of adomain 'newbalance.com' with mean price 0.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 30.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 3.0, 1 impressions of adomain 'nike.com' with mean price 0.2, 1 impressions of adomain 'nikon.com' with mean price 0.2, 4 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 4 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'ny.gov' with mean price 0.6, 15 impressions of adomain 'nyxcosmetics.com' with mean price 0.2, 2 impressions of adomain 'offersdirect.com' with mean price 0.2, 6 impressions of adomain 'openroadlending.com' with mean price 0.2, 6 impressions of adomain 'orpheum-memphis.com' with mean price 0.7, 9 impressions of adomain 'ozempic.com' with mean price 1.7, 4 impressions of adomain 'paesanosriverwalk.com' with mean price 1.0, 2 impressions of adomain 'paramount.com' with mean price 1.2, 17 impressions of adomain 'paramountplus.com' with mean price 0.4, 3 impressions of adomain 'peachyairportparking.com' with mean price 0.2, 3 impressions of adomain 'peacocktv.com' with mean price 0.2, 2 impressions of adomain 'pentlyconger.com' with mean price 0.5, 2 impressions of adomain 'personalcarecouncil.org' with mean price 0.6, 4 impressions of adomain 'philips.com' with mean price 0.2, 2 impressions of adomain 'planetfitness.com' with mean price 0.2, 3 impressions of adomain 'pluto.tv' with mean price 0.1, 5 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'pro.magicpot.bid' with mean price 0.5, 29 impressions of adomain 'progressive.com' with mean price 0.3, 2 impressions of adomain 'proof-advertising.com' with mean price 0.3, 2 impressions of adomain 'publix.com' with mean price 0.3, 4 impressions of adomain 'pull-ups.com' with mean price 0.2, 4 impressions of adomain 'pulsz.com' with mean price 0.2, 3 impressions of adomain 'pvh.com' with mean price 0.2, 1 impressions of adomain 'qualityplumbingdrain.com' with mean price 0.7, 1 impressions of adomain 'renzosvitamins.com' with mean price 0.2, 1 impressions of adomain 'resideo.com' with mean price 0.2, 1 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'rwlasvegas.com' with mean price 0.2, 6 impressions of adomain 'samhsa.gov' with mean price 0.3, 5 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'savewithautopay.com' with mean price 0.2, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.2, 1 impressions of adomain 'scopely.com' with mean price 0.1, 2 impressions of adomain 'scottbrand.com' with mean price 0.2, 2 impressions of adomain 'shipt.com' with mean price 0.2, 1 impressions of adomain 'shopgenius.com' with mean price 1.1, 1 impressions of adomain 'siriusxm.com' with mean price 0.2, 11 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 impressions of adomain 'sling.com' with mean price 0.2, 2 impressions of adomain 'sonsofrightousnessrestoration.com' with mean price 0.2, 1 impressions of adomain 'sourcegraph.com' with mean price 0.4, 3 impressions of adomain 'southlandcasino.com' with mean price 0.3, 2 impressions of adomain 'southwest.com' with mean price 0.3, 4 impressions of adomain 'spencerbuyshouses.com' with mean price 1.5, 1 impressions of adomain 'srpnet.com' with mean price 0.2, 8 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'supportjimmylai.com' with mean price 0.4, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 2 impressions of adomain 'textnow.com' with mean price 0.1, 2 impressions of adomain 'thisiscleveland.com' with mean price 0.2, 11 impressions of adomain 'torkusa.com' with mean price 0.2, 3 impressions of adomain 'totalsecurenetguard.com' with mean price 0.4, 6 impressions of adomain 'tysonfoods.com' with mean price 0.3, 4 impressions of adomain 'uber.com' with mean price 0.3, 1 impressions of adomain 'unicycive.com' with mean price 0.2, 1 impressions of adomain 'upsimples.com' with mean price 0.2, 2 impressions of adomain 'verbproducts.com' with mean price 0.2, 1 impressions of adomain 'vioc.com' with mean price 0.7, 1 impressions of adomain 'visier.com' with mean price 0.3, 3 impressions of adomain 'viviscal.com' with mean price 0.2, 1 impressions of adomain 'volvocars.com' with mean price 0.2, 5 impressions of adomain 'vyvgart.com' with mean price 0.2, 2 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'webmd.com' with mean price 0.3, 2 impressions of adomain 'weldonowen.com' with mean price 0.3, 13 impressions of adomain 'wellsfargo.com' with mean price 0.2, 21 impressions of adomain 'wkkellogg.com' with mean price 0.2, 5 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.3, 1 impressions of adomain 'yoursecurenetguard.com' with mean price 0.4, 4 impressions of adomain 'zynga.com' with mean price 1.0; 1 sessions in app 'com.draw.one.line', 21 ad_requests with mean bid_floor 39.5, 3 impressions of adomain 'amazon.com' with mean price 0.4; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 9.6; 1 sessions in app 'com.newpubco.spades', 14 ad_requests with mean bid_floor 20.8, 1 impressions of adomain 'swishersweets.com' with mean price 1.0; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.1; 7 sessions in app 'com.tripledot.woodoku', 69 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.ventogames.findthecat', 9 ad_requests with mean bid_floor 3.6; 2 sessions in app 'com.wordgame.words.connect', 3 ad_requests with mean bid_floor 9.4; 3 sessions in app 'com.yolo.hiddenobjects', 48 ad_requests with mean bid_floor 14.3, 3 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'churchdwight.com' with mean price 0.4; 3 sessions in app 'find.difference.spot.hidden.differences.detective', 8 ad_requests with mean bid_floor 25.7; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 8.4; 10 sessions in app 'in.playsimple.wordtrip', 27 ad_requests with mean bid_floor 7.6; 2 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 3 ad_requests with mean bid_floor 10.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-28 13:54:26;time_since_impression_in_hours is 25;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 79;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.527252739036;partition is 2529
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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 '212ca851-2d2c-444d-8a5c-696319317ba5';uuid is '4402d586-554c-44be-bc20-6c0497dd89eb';bid_timestamp is '2025-02-01 16:28:39';device_id is '212ca851-2d2c-444d-8a5c-696319317ba5';biddate is '2025-02-01';country is 'USA';app is 'com.fb.jjtq';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 0.688682741487531;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 1022 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';bid_floor is 0.34185 ;min_floor is 0.34185 ;bidmachine_placement_value is 0.395522;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-01 16:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[4 sessions in app 'com.fb.jjtq', 452 ad_requests with mean bid_floor 15.1; 2 sessions in app 'com.newpubco.spades', 59 ad_requests with mean bid_floor 22.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-01 16:31:47;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.fb.jjtq/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.140606710991021;partition is 648
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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 '839aa884-e240-48dd-9a02-11d037ac78e9';uuid is '3a15f323-b3ce-45cc-8e5b-77c7436a3939';bid_timestamp is '2025-01-30 4:10:30';device_id is '839aa884-e240-48dd-9a02-11d037ac78e9';biddate is '2025-01-30';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 180;target_cpi is 3.71999999999999;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is 109.538704;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-30 04:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[2 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 53 ad_requests with mean bid_floor 20.5; 5 sessions in app 'com.blackout.spades', 200 ad_requests with mean bid_floor 7.6, 1 impressions of adomain 'mistplay.com' with mean price 3.1, 2 impressions of adomain 'mobilityware.com' with mean price 1.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 180.0, 1 impressions of adomain 'rocketmortgage.com' with mean price 1.4; 2 sessions in app 'com.bonnie.trafficescape', 19 ad_requests with mean bid_floor 5.3, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'instacart.com' with mean price 0.3, 1 impressions of adomain 'mobilityware.com' with mean price 0.3, 2 impressions of adomain 'schreiner.edu' with mean price 0.7; 1 sessions in app 'com.fugo.wow', 9 ad_requests with mean bid_floor 15.3; 13 sessions in app 'com.hitappsgames.connectwords', 970 ad_requests with mean bid_floor 5.2, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'audible.com' with mean price 0.8, 1 impressions of adomain 'crazymaplestudios.com' with mean price 0.2, 6 impressions of adomain 'experian.com' with mean price 0.3, 1 impressions of adomain 'frostbank.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.5, 3 impressions of adomain 'jerseymikes.com' with mean price 3.5, 1 impressions of adomain 'justplayapps.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 impressions of adomain 'lumedeodorant.com' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'niveausa.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 3 impressions of adomain 'playsimple.in' with mean price 0.3, 1 impressions of adomain 'progressivecommercial.com' with mean price 0.5, 3 impressions of adomain 'samsung.com' with mean price 0.6, 7 impressions of adomain 'self.inc' with mean price 0.5, 1 impressions of adomain 'speedway.com' with mean price 0.8, 2 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4, 1 impressions of adomain 'wurl.com' with mean price 0.4; 1 sessions in app 'com.luwukmeliana.familytree', 30 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.matryoshka.royal.cooking.kitchen.madness', 16 ad_requests with mean bid_floor 5.7; 4 sessions in app 'com.newpubco.spades', 102 ad_requests with mean bid_floor 29.3, 1 impressions of adomain '9snail.com' with mean price 1.1, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'audible.com' with mean price 0.6, 1 impressions of adomain 'dramabox.com' with mean price 0.4, 2 impressions of adomain 'houstonmethodist.org' with mean price 1.5, 1 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'oakevergames.com' with mean price 0.6, 1 impressions of adomain 'playtika.com' with mean price 0.3; 1 sessions in app 'com.paxiegames.mahjonginfinity', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 14.1; 2 sessions in app 'com.trivia.star.android', 30 ad_requests with mean bid_floor 133.0; 1 sessions in app 'com.uken.BingoPop', 6 ad_requests with mean bid_floor 1.3; 14 sessions in app 'com.vitastudio.mahjong', 252 ad_requests with mean bid_floor 30.0, 2 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'self.inc' with mean price 0.4; 12 sessions in app 'com.wordpz.guesswords.braingame', 1728 ad_requests with mean bid_floor 227.1, 1 impressions of adomain 'playrix.com' with mean price 225.3; 1 sessions in app 'games.burny.color.sort.woody.puzzle', 4 ad_requests with mean bid_floor 92.8; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 13.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-30 6:27:51;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 0.121581676263342;partition is 2061
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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 'c40fc957-c716-4a50-b0b3-ceb6f95664e6';uuid is '8d68c7b5-ffeb-42cc-808f-0041b3a6d975';bid_timestamp is '2025-02-06 2:23:37';device_id is 'c40fc957-c716-4a50-b0b3-ceb6f95664e6';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 31.0975677370221;target_cpi is 0.8;campaign is 58283;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 5 ;time_since_impression is 1032809 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 4.15;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is 1032798;hour is '2025-02-06 02:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior is :[21 sessions in app 'com.blackout.spades', 1548 ad_requests with mean bid_floor 34.5, 1 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'dyson.com' with mean price 0.5, 1 clicks of adomain 'facebook.com', 1 impressions of adomain 'facebook.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.3, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 31.1, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 58.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.4, 2 impressions of adomain 'samsung.com' with mean price 0.5; 3 sessions in app 'com.car.engines.simulator.glide', 10 ad_requests with mean bid_floor 43.8; 1 sessions in app 'com.histudiogames.wordserenityg', 10 ad_requests with mean bid_floor 3.1; 7 sessions in app 'com.horus.sky.defense', 39 ad_requests with mean bid_floor 5.9; 6 sessions in app 'com.kbible.htimegix', 37 ad_requests with mean bid_floor 31.8; 1 sessions in app 'com.miniclip.eightballpool', 5 ad_requests with mean bid_floor 26.0; 15 sessions in app 'com.newpubco.spades', 716 ad_requests with mean bid_floor 21.1, 4 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'merrickpetcare.com' with mean price 0.7, 1 impressions of adomain 'mhitpoker.com' with mean price 15.8, 3 impressions of adomain 'paramountplus.com' with mean price 0.6, 3 impressions of adomain 'temptationstreats.com' with mean price 0.6, 1 impressions of adomain 'vitaminshoppe.com' with mean price 3.5; 3 sessions in app 'com.sensustech.tclremote', 26 ad_requests with mean bid_floor 65.0; 1 sessions in app 'in.crossy.daily_crossword', 6 ad_requests with mean bid_floor 11.4; 1 sessions in app 'in.playsimple.cryptogram', 4 ad_requests with mean bid_floor 11.3];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-02-10 0:57:28;dc_15roundended_before_d8_timestamp is 45697.834849537;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 9:10:29;time_since_impression_in_hours is 286;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 287;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.64098044631731;partition is 1118
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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 '0f091dd6-65c1-43af-aaa5-b88a3f8157d6';uuid is '0c75f510-4d3a-4e2c-9bc0-841499c7a68c';bid_timestamp is '2025-02-05 18:20:41';device_id is '0f091dd6-65c1-43af-aaa5-b88a3f8157d6';biddate is '2025-02-05';country is 'USA';app is 'com.SmartRavenStudio.RamCars';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 3.33563278180322;target_cpi is 0.8;campaign is 58283;creative_id is 229286;session_duration is 634 ;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 23.731344;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 385782 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.21;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is 385774;hour is '2025-02-05 18:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[1 sessions in app 'com.SmartRavenStudio.RamCars', 113 ad_requests with mean bid_floor 16.5; 4 sessions in app 'com.art.pixel.black.ebony.games.paint.color.by.numbers', 80 ad_requests with mean bid_floor 0.2, 1 impressions of adomain 'brookfieldresidential.com' with mean price 0.9, 2 impressions of adomain 'eastvillageatx.com' with mean price 0.8, 1 impressions of adomain 'eatandys.com' with mean price 0.8, 1 impressions of adomain 'levesqueco.com' with mean price 0.8, 1 impressions of adomain 'skandinaviatexas.com' with mean price 1.5, 2 impressions of adomain 'vacasa.com' with mean price 1.0; 5 sessions in app 'com.art.pixel.black.girl.games.paint.color.by.numbers', 155 ad_requests with mean bid_floor 0.2, 1 impressions of adomain 'admile.com' with mean price 0.4, 34 impressions of adomain 'amazon.com' with mean price 0.5, 101 impressions of adomain 'kohls.com' with mean price 0.5, 2 impressions of adomain 'lancome-usa.com' with mean price 1.1, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'southwest.com' with mean price 0.6, 1 impressions of adomain 'starbucks.com' with mean price 0.1; 3 sessions in app 'com.baliuapps.superapp', 10 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.berslex.tiktokofflinevideoplayer', 23 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.blackout.spades', 19 ad_requests with mean bid_floor 25.2; 4 sessions in app 'com.block.game.jigsaw.puzzles', 4 ad_requests with mean bid_floor 11.6; 5 sessions in app 'com.browserzheng.foundernews', 930 ad_requests with mean bid_floor 8.9; 6 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 345 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.duty.deviceclean.phonesto', 596 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 2.0; 13 sessions in app 'com.fileorganizer.cabinet.efficient', 543 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.fiogonia.spades', 5 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.newpubco.spades', 19 ad_requests with mean bid_floor 13.7; 23 sessions in app 'com.pdf.reader.document.viewerpdf', 6061 ad_requests with mean bid_floor 20.5; 2 sessions in app 'com.peoplefun.wordcross', 41 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.severex.bingo.lottery.number', 6 ad_requests with mean bid_floor 1.7; 37 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2616 ad_requests with mean bid_floor 10.0, 1 impressions of adomain 'frostbank.com' with mean price 0.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 16.2, 3 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 50.0; 5 sessions in app 'com.tripledot.solitaire', 13 ad_requests with mean bid_floor 2.2; 5 sessions in app 'com.tripledot.woodoku', 30 ad_requests with mean bid_floor 7.8; 1 sessions in app 'com.utils.antivirustoolkit', 4 ad_requests with mean bid_floor 6.0; 6 sessions in app 'com.wordgame.words.connect', 8 ad_requests with mean bid_floor 10.2; 3 sessions in app 'in.playsimple.tripcross', 6 ad_requests with mean bid_floor 5.4; 8 sessions in app 'in.playsimple.wordtrip', 52 ad_requests with mean bid_floor 15.9; 2 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 2 ad_requests with mean bid_floor 7.6; 59 sessions in app 'utils.kt.neat.clean', 3432 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 2025-02-05 18:23:46;time_since_impression_in_hours is 107;channel is 'USA/I/chartboost-android-sdk/com.SmartRavenStudio.RamCars/True/98';time_since_click_in_hours is 107;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.902161562461448;partition is 2571
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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 '3d0bf6cc-d163-4e3b-852e-76079771732a';uuid is 'a807dae4-258c-4520-a03b-df9b657ba045';bid_timestamp is '2025-02-05 4:31:41';device_id is '3d0bf6cc-d163-4e3b-852e-76079771732a';biddate is '2025-02-05';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 40.2560924635497;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 25.44;placement_historical_value is 38.887966;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-05 04:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[4 sessions in app 'com.blackout.spades', 433 ad_requests with mean bid_floor 35.0, 2 impressions of adomain 'beriverfriendly.net' with mean price 0.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 40.3, 5 impressions of adomain 'sacsewer.com' with mean price 0.3; 1 sessions in app 'com.mobilityware.Spades', 20 ad_requests with mean bid_floor 16.1; 1 sessions in app 'com.newpubco.spades', 32 ad_requests with mean bid_floor 16.8, 1 impressions of adomain 'yahoo.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 2025-02-05 4:41:39;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.306044876588801;partition is 2571
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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 '72b2b23f-5d51-4e1a-9b75-5afff258768c';uuid is '407ed384-1ae2-47d3-b39c-6079f4597324';bid_timestamp is '2025-01-06 20:55:57';device_id is '72b2b23f-5d51-4e1a-9b75-5afff258768c';biddate is '2025-01-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 3.0790991439008;target_cpi is 1.75984299395082;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 2.801068;third_party_bid_price is ;prior_tag_impressions_count is 36 ;time_since_impression is 176215 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.99;prior_theme_impressions_count is 36;prior_tag_clicks_count is 38 ;time_since_click is 176213;hour is '2025-01-06 20:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[1 sessions in app 'bible.trivia.quiz.question.answer.spelling.correct.knowledge.test.game', 2 ad_requests with mean bid_floor 10.9; 1 sessions in app 'com.aaaudi.biblecode', 12 ad_requests with mean bid_floor 2.8; 31 sessions in app 'com.blackout.spades', 6096 ad_requests with mean bid_floor 26.8, 7 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'chipsahoy.com' with mean price 0.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.4, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 4 impressions of adomain 'paramountplus.com' with mean price 0.5; 2 sessions in app 'com.daily.bible.trivia.android', 65 ad_requests with mean bid_floor 8.2; 1 sessions in app 'com.free.spider.solitaire.card.game', 5 ad_requests with mean bid_floor 22.1; 4 sessions in app 'com.newpubco.spades', 180 ad_requests with mean bid_floor 4.0, 1 impressions of adomain 'abc.virginia.gov' with mean price 0.7, 1 impressions of adomain 'amazon.com' with mean price 7.6, 1 impressions of adomain 'ameriprise.com' with mean price 0.8, 4 impressions of adomain 'autovacars.com' with mean price 0.1, 2 impressions of adomain 'biocodex.com' with mean price 0.4, 1 impressions of adomain 'budgetblinds.com' with mean price 0.2, 2 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'chevrolet.com' with mean price 0.3, 6 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'concord.edu' with mean price 0.8, 1 impressions of adomain 'cox.com' with mean price 0.2, 1 impressions of adomain 'crest.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'fbvirginia.com' with mean price 1.0, 1 impressions of adomain 'gillette.com' with mean price 0.3, 1 impressions of adomain 'glofiber.com' with mean price 2.5, 1 impressions of adomain 'goodnes.com' with mean price 1.0, 1 impressions of adomain 'headandshoulders.com' with mean price 5.2, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'lexialearning.com' with mean price 1.2, 1 impressions of adomain 'littleleaffarms.com' with mean price 0.7, 1 impressions of adomain 'metamucil.com' with mean price 0.5, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'olay.com' with mean price 0.5, 2 impressions of adomain 'pandora.com' with mean price 0.2, 1 impressions of adomain 'paypal.com' with mean price 0.8, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 2 impressions of adomain 'platoscloset.com' with mean price 0.4, 1 impressions of adomain 'prilosecotc.com' with mean price 5.9, 8 impressions of adomain 'simplyorangejuice.com' with mean price 2.2, 2 impressions of adomain 'subaru.com' with mean price 0.3, 3 impressions of adomain 'summitrv.com' with mean price 0.1, 1 impressions of adomain 'uscellular.com' with mean price 0.1, 1 impressions of adomain 'valottery.com' with mean price 0.2, 1 impressions of adomain 'vicks.com' with mean price 1.0; 1 sessions in app 'com.onunhen.bible', 7 ad_requests with mean bid_floor 115.2; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 3.0; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 1.0; 3 sessions in app 'com.vitastudio.solitaire', 64 ad_requests with mean bid_floor 12.9; 51 sessions in app 'com.vitastudio.spider', 4354 ad_requests with mean bid_floor 26.9, 2 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'pandora.com' with mean price 0.0, 1 impressions of adomain 'paramount.com' with mean price 0.0, 6 impressions of adomain 'saily.com' with mean price 0.0, 4 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'temu.com' with mean price 0.0; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 2.2; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 16.0; 7 sessions in app 'in.playsimple.wordtrip', 23 ad_requests with mean bid_floor 15.0; 2 sessions in app 'solitaire.card.classic.bgames', 21 ad_requests with mean bid_floor 29.4; 1 sessions in app 'solitaire.spider.card.free.mania', 5 ad_requests with mean bid_floor 16.4; 34 sessions in app 'st.ows.crossmaths', 1086 ad_requests with mean bid_floor 2.8, 1 impressions of adomain '1000bulbs.com' with mean price 6.8, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 26 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'admile.com' with mean price 0.2, 1 clicks of adomain 'amazon.com', 55 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'babytrend.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'coach.com' with mean price 0.1, 2 impressions of adomain 'coca-cola.com' with mean price 0.1, 1 impressions of adomain 'columbia.com' with mean price 0.4, 10 impressions of adomain 'cox.com' with mean price 0.3, 4 impressions of adomain 'depend.com' with mean price 0.1, 2 impressions of adomain 'discovery.com' with mean price 0.1, 3 impressions of adomain 'disneyplus.com' with mean price 0.1, 7 impressions of adomain 'dove.com' with mean price 0.1, 1 impressions of adomain 'fbvirginia.com' with mean price 0.9, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.3, 7 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'hillspet.com' with mean price 0.1, 3 impressions of adomain 'huggies.com' with mean price 0.2, 2 impressions of adomain 'iheart.com' with mean price 0.1, 3 impressions of adomain 'kelloggs.com' with mean price 0.7, 4 impressions of adomain 'kimberly-clark.com' with mean price 0.2, 1 impressions of adomain 'kleenex.com' with mean price 0.1, 1 impressions of adomain 'lumineuxhealth.com' with mean price 0.4, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 6.1, 1 impressions of adomain 'michaeljfox.org' with mean price 0.5, 4 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'moen.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 3 impressions of adomain 'numerator.com' with mean price 0.1, 7 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'pentlyconger.com' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 2 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'pulsz.com' with mean price 0.1, 1 impressions of adomain 'rustylanternmarkets.com' with mean price 1.4, 1 impressions of adomain 'sanrio.com' with mean price 0.1, 9 impressions of adomain 'smartypantsvitamins.com' with mean price 0.2, 4 impressions of adomain 'softbakedapps.com' with mean price 0.0, 1 impressions of adomain 'starz.com' with mean price 0.1, 1 impressions of adomain 'tatesbakeshop.com' with mean price 0.2, 4 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'theralogix.com' with mean price 0.2, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.5, 2 impressions of adomain 'tzield.com' with mean price 0.3, 1 impressions of adomain 'valottery.com' with mean price 0.3, 3 impressions of adomain 'vwu.edu' with mean price 0.2, 1 impressions of adomain 'wellsfargo.com' with mean price 0.1, 7 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.5, 1 impressions of adomain 'yoursecurenetguard.com' with mean price 0.1, 2 impressions of adomain 'zales.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 45673.7438425926;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-12 22:48:44;time_since_impression_in_hours is 48;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 49;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.450225927843126;partition is 2045
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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 '5447f9c2-625c-4e19-be49-11fae235b860';uuid is '9399bd81-f6de-439a-ab36-52c109be3fd1';bid_timestamp is '2025-01-15 16:35:18';device_id is '5447f9c2-625c-4e19-be49-11fae235b860';biddate is '2025-01-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.94785135285928;target_cpi is 1.5;campaign is 57970;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is 4.60348;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 2648024 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.23;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is 13234311;hour is '2025-01-15 16:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[100 sessions in app 'com.blackout.spades', 57709 ad_requests with mean bid_floor 25.6, 1 impressions of adomain '7-eleven.com' with mean price 0.9, 1 impressions of adomain 'afrin.com' with mean price 0.8, 91 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'ampm.com' with mean price 0.4, 3 impressions of adomain 'auntfannies.com' with mean price 0.4, 1 impressions of adomain 'aveeno.com' with mean price 0.3, 1 impressions of adomain 'azbaths.com' with mean price 0.6, 3 impressions of adomain 'bandainamcoent.co.jp' with mean price 3.6, 1 impressions of adomain 'bearcanyonazapts.com' with mean price 0.9, 3 impressions of adomain 'belkin.com' with mean price 0.3, 1 impressions of adomain 'bestbuy.com' with mean price 2.5, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 5 impressions of adomain 'borderlandchevroletgmc.com' with mean price 0.7, 5 impressions of adomain 'campbells.com' with mean price 0.3, 2 impressions of adomain 'carolina.com' with mean price 0.3, 1 impressions of adomain 'casinodelsol.com' with mean price 0.8, 7 impressions of adomain 'churchdwight.com' with mean price 0.3, 1 impressions of adomain 'coach.com' with mean price 0.3, 1 impressions of adomain 'crypto.com' with mean price 0.2, 4 impressions of adomain 'cslplasma.com' with mean price 0.8, 1 impressions of adomain 'cuisinart.com' with mean price 0.3, 2 impressions of adomain 'ddcaz.com' with mean price 1.2, 11 impressions of adomain 'depend.com' with mean price 0.2, 19 impressions of adomain 'disneyplus.com' with mean price 0.4, 3 impressions of adomain 'drreddys.com' with mean price 0.3, 1 impressions of adomain 'dyson.com' with mean price 0.3, 17 impressions of adomain 'firstinterstatebank.com' with mean price 0.3, 1 impressions of adomain 'frontiercoop.com' with mean price 0.3, 2 impressions of adomain 'galderma.com' with mean price 0.5, 3 impressions of adomain 'gelighting.com' with mean price 0.3, 3 impressions of adomain 'google.com' with mean price 0.3, 6 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'honda.com' with mean price 0.3, 1 impressions of adomain 'internationalpaper.com' with mean price 0.3, 2 impressions of adomain 'kelloggs.com' with mean price 0.9, 2 impressions of adomain 'lodgeonthedesert.com' with mean price 0.8, 5 impressions of adomain 'lubriderm.com' with mean price 1.0, 1 impressions of adomain 'mars.com' with mean price 0.4, 4 impressions of adomain 'meater.com' with mean price 1.9, 1 impressions of adomain 'mikmak.tv' with mean price 1.1, 1 impressions of adomain 'myq.com' with mean price 0.9, 2 impressions of adomain 'neutrogena.com' with mean price 0.3, 2 impressions of adomain 'newpub.co' with mean price 2.5, 6 impressions of adomain 'newpub.co/spades' with mean price 3.6, 1 impressions of adomain 'nhtsa.gov' with mean price 1.0, 14 impressions of adomain 'nutrafol.com' with mean price 0.5, 3 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.3, 6 impressions of adomain 'ordercoldstone.com' with mean price 1.0, 1 impressions of adomain 'orgain.com' with mean price 0.3, 7 impressions of adomain 'ozempic.com' with mean price 1.6, 1 impressions of adomain 'palmettocitizens.org' with mean price 0.8, 4 impressions of adomain 'paramountplus.com' with mean price 0.6, 2 impressions of adomain 'pepsico.com' with mean price 0.3, 1 impressions of adomain 'poise.com' with mean price 0.3, 3 impressions of adomain 'postconsumerbrands.com' with mean price 0.3, 1 impressions of adomain 'ppi2pass.com' with mean price 0.3, 3 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'refreshbrand.com' with mean price 0.5, 1 impressions of adomain 'revlon.com' with mean price 0.5, 1 impressions of adomain 'rtanext.com' with mean price 1.0, 3 impressions of adomain 'samhsa.gov' with mean price 3.7, 2 impressions of adomain 'samsung.com' with mean price 1.7, 2 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'saveyewear.com' with mean price 0.3, 1 impressions of adomain 'shopgenius.com' with mean price 0.3, 2 impressions of adomain 'southwest.com' with mean price 0.3, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 0.9, 2 impressions of adomain 'sprouts.com' with mean price 0.8, 5 impressions of adomain 'starz.com' with mean price 0.4, 1 impressions of adomain 'statefarm.com' with mean price 0.3, 1 impressions of adomain 'talkspace.com' with mean price 0.3, 1 impressions of adomain 'theraworx.com' with mean price 0.4, 4 impressions of adomain 'trident-av.com' with mean price 0.3, 1 impressions of adomain 'unicycive.com' with mean price 0.3, 7 impressions of adomain 'walmart.com' with mean price 0.3, 3 impressions of adomain 'wkkellogg.com' with mean price 0.3, 4 impressions of adomain 'zales.com' with mean price 0.8; 1 sessions in app 'com.lima.doodlejump', 3 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 6.7; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 11.0; 3 sessions in app 'in.playsimple.wordtrip', 27 ad_requests with mean bid_floor 134.4];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 735;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3676;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.236418133536851;partition is 2045
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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 '8e019b12-4839-4ed3-910c-774ade49a563';uuid is 'ff76ade0-f824-4fcc-ae36-f7a52a079206';bid_timestamp is '2025-02-07 15:14:31';device_id is '8e019b12-4839-4ed3-910c-774ade49a563';biddate is '2025-02-07';country is 'USA';app is 'com.ncbubbleblast.dlgs';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 119.751547418025;target_cpi is 2;campaign is 58325;creative_id is 228773;session_duration is 192 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 17.2356 ;min_floor is 17.2356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 6873640 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.15;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 6873741;hour is '2025-02-07 15:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[3 sessions in app 'com.adgo.healthai', 213 ad_requests with mean bid_floor 13.9; 1 sessions in app 'com.commsource.beautyplus', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 3.2; 2 sessions in app 'com.inspiredsquare.jupiter', 174 ad_requests with mean bid_floor 7.3, 5 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 82.0; 2 sessions in app 'com.kaigames.theoasis', 18 ad_requests with mean bid_floor 5.2; 46 sessions in app 'com.local.news.plus', 124 ad_requests with mean bid_floor 25.5; 151 sessions in app 'com.metropcs.metrozone', 452 ad_requests with mean bid_floor 118.2; 1 sessions in app 'com.ncbubbleblast.dlgs', 46 ad_requests with mean bid_floor 15.9; 1 sessions in app 'com.newpubco.spades', 19 ad_requests with mean bid_floor 29.2; 17 sessions in app 'gen.tech.impulse.android', 78 ad_requests with mean bid_floor 25.3, 24 impressions of adomain 'amazon.com' with mean price 0.4, 4 impressions of adomain 'amcplus.com' with mean price 0.3, 1 impressions of adomain 'arlo.com' with mean price 0.6, 1 impressions of adomain 'audible.com' with mean price 0.6, 1 impressions of adomain 'bigo.tv' with mean price 0.3, 1 impressions of adomain 'callapp.com' with mean price 0.2, 1 impressions of adomain 'copilot.microsoft.com' with mean price 0.1, 1 clicks of adomain 'creditkarma.com', 2 impressions of adomain 'creditkarma.com' with mean price 110.1, 1 impressions of adomain 'depend.com' with mean price 0.3, 2 impressions of adomain 'discovery.com' with mean price 0.5, 3 impressions of adomain 'goya.com' with mean price 0.2, 1 impressions of adomain 'gucu.org' with mean price 0.3, 1 impressions of adomain 'hillspet.com' with mean price 0.2, 1 clicks of adomain 'hillspet.com', 2 impressions of adomain 'iheart.com' with mean price 0.1, 1 impressions of adomain 'instacart.com' with mean price 0.5, 4 impressions of adomain 'justplayapps.com' with mean price 0.3, 2 impressions of adomain 'kismia.com' with mean price 0.2, 2 impressions of adomain 'kobrandwineandspirits.com' with mean price 0.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'starz.com' with mean price 0.6, 3 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.3, 1 impressions of adomain 'winwalk.app' with mean price 0.2; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 3.5; 2 sessions in app 'qrcodescanner.qrcodereader.qrscanner.barcodereader', 2 ad_requests with mean bid_floor 134.7];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 15:20:58;time_since_impression_in_hours is 1909;channel is 'USA/I/chartboost-android-sdk/com.ncbubbleblast.dlgs/True/98';time_since_click_in_hours is 1909;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.270346961000077;partition is 759
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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 '5cf7711b-fe07-4e0a-bd30-fde35a5597d1';uuid is '6134f33c-5530-4cca-bf2c-8e9171d4c16d';bid_timestamp is '2024-12-13 3:49:57';device_id is '5cf7711b-fe07-4e0a-bd30-fde35a5597d1';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 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 136.523455702885;target_cpi is 5.63775997829977;campaign is 57533;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 25.44;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 13307 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.1;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 13298;hour is '2024-12-13 03:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[2 sessions in app 'com.TrofyGames.UboatAttack', 33 ad_requests with mean bid_floor 3.1; 6 sessions in app 'com.blackout.spades', 196 ad_requests with mean bid_floor 43.0; 1 sessions in app 'com.cyber.clean', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.cyber.fox', 2 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.easybrain.backgammon.board.games', 372 ad_requests with mean bid_floor 23.4, 3 impressions of adomain 'coca-cola.com' with mean price 0.8, 1 impressions of adomain 'depend.com' with mean price 0.3, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.4, 1 impressions of adomain 'espnbet.com' with mean price 0.3, 1 impressions of adomain 'kitchenaid.com' with mean price 0.2, 2 impressions of adomain 'mobilityware.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 9 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.4; 53 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 3806 ad_requests with mean bid_floor 15.2, 3 impressions of adomain 'casino.draftkings.com' with mean price 9.4, 1 impressions of adomain 'rivertowers.net' with mean price 1.1, 1 impressions of adomain 'wzzm13.com' with mean price 0.5; 2 sessions in app 'com.fee.fileease', 4 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.image.conveimage', 2356 ad_requests with mean bid_floor 30.0; 2 sessions in app 'com.lutech.fileminer', 2 ad_requests with mean bid_floor 131.6; 1 sessions in app 'com.lutech.pianoapp', 3 ad_requests with mean bid_floor 130.4; 1 sessions in app 'com.mobilityware.Spades', 40 ad_requests with mean bid_floor 28.7; 92 sessions in app 'com.mx.ringtone.pro', 119 ad_requests with mean bid_floor 0.1, 1 impressions of adomain 'bigo.tv' with mean price 0.7, 3 impressions of adomain 'casino.draftkings.com' with mean price 1.1, 1 impressions of adomain 'crypto.com' with mean price 0.9, 9 impressions of adomain 'doordash.com' with mean price 0.7, 1 clicks of adomain 'draftkings.com', 11 impressions of adomain 'draftkings.com' with mean price 0.8, 1 impressions of adomain 'dramabox.com' with mean price 0.6, 4 impressions of adomain 'goldennugget.com' with mean price 0.7, 7 impressions of adomain 'intuit.com' with mean price 0.8, 1 impressions of adomain 'productmadness.com' with mean price 0.8, 1 impressions of adomain 'wsj.com' with mean price 0.6; 4 sessions in app 'com.newleaf.app.android.victor', 8 ad_requests with mean bid_floor 43.7; 2 sessions in app 'com.os.airforce', 45 ad_requests with mean bid_floor 147.8; 1 sessions in app 'com.sniper.destiny.shooting', 122 ad_requests with mean bid_floor 61.3; 4 sessions in app 'cx.breeze.cleaner', 260 ad_requests with mean bid_floor 19.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 3:53:03;time_since_impression_in_hours is 3;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 4;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.728566192951426;partition is 271
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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 '12c670e5-a6da-48c2-a48b-e0bc0e4f1007';uuid is '6fe3c3b0-a1ab-4023-ae1d-e6b2ea33e2b7';bid_timestamp is '2025-01-09 22:24:39';device_id is '12c670e5-a6da-48c2-a48b-e0bc0e4f1007';biddate is '2025-01-09';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 195.653345482049;target_cpi is 2.02129691008149;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 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.65;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-09 22:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[5 sessions in app 'com.GnarlyGameStudio.FrontlineHeroes', 59 ad_requests with mean bid_floor 20.8; 4 sessions in app 'com.an.shootingball.billiards3d', 58 ad_requests with mean bid_floor 3.0, 4 impressions of adomain 'clairol.com' with mean price 0.8, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 clicks of adomain 'mobilesafetytech.com', 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 2 impressions of adomain 'neutrogena.com' with mean price 0.7, 1 impressions of adomain 'niveausa.com' with mean price 0.6, 1 impressions of adomain 'pentlyconger.com' with mean price 0.3, 1 impressions of adomain 'pro.joyzap.bid' with mean price 0.4, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.7, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.7, 1 impressions of adomain 'wingstop.com' with mean price 2.6; 5 sessions in app 'com.applock.launcher', 9 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.baliuapps.superapp', 64 ad_requests with mean bid_floor 6.2; 179 sessions in app 'com.boatip.browser', 1941 ad_requests with mean bid_floor 88.5; 5 sessions in app 'com.cxzh.antivirus', 11 ad_requests with mean bid_floor 84.2; 1 sessions in app 'com.faceapp.faceretouch.aifaceeditor', 2 ad_requests with mean bid_floor 130.6; 11 sessions in app 'com.handmark.expressweather', 14 ad_requests with mean bid_floor 64.2; 1 sessions in app 'com.hi.weather.home.forecast.live', 6 ad_requests with mean bid_floor 71.1; 8 sessions in app 'com.lumacleaner.amazonpro', 37 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.one.manager', 10 ad_requests with mean bid_floor 5.2; 11 sessions in app 'com.secbi.hogur', 34 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 59 ad_requests with mean bid_floor 7.5; 3 sessions in app 'com.sports.eightball.pool.rival', 9 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.tetrox.bowl', 8 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.tsoft.pdfreader', 3 ad_requests with mean bid_floor 5.2; 65 sessions in app 'com.vafra.browser', 1608 ad_requests with mean bid_floor 67.8; 4 sessions in app 'com.wildcard.spades', 102 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.wildcard.spadespop', 8 ad_requests with mean bid_floor 7.4; 2 sessions in app 'loppipoppi.dominoes', 32 ad_requests with mean bid_floor 35.8, 1 impressions of adomain 'niveausa.com' with mean price 0.3, 1 impressions of adomain 'olay.com' with mean price 0.8, 1 impressions of adomain 'tech.pokergaga.net' with mean price 78.2; 14 sessions in app 'yy.opti.clean', 271 ad_requests with mean bid_floor 10.6];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 2025-01-09 22:27:23;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 0.75305092165527;partition is 3200
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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 '769a94dc-6d8b-46ba-be2c-15c53cbf0cf3';uuid is '828c47b5-bbb7-469e-af83-fc2bb778e4ab';bid_timestamp is '2025-01-29 15:44:03';device_id is '769a94dc-6d8b-46ba-be2c-15c53cbf0cf3';biddate is '2025-01-29';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 13.1442629015669;target_cpi is 3.42873536629452;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 48 ;time_since_impression is 316122 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 48;prior_tag_clicks_count is 9 ;time_since_click is 1645427;hour is '2025-01-29 15:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[1 sessions in app 'archery.clash.tournament', 2 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.SquareTriangle.BowlingNL', 4 ad_requests with mean bid_floor 3.6; 2 sessions in app 'com.appynation.occw', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.bricksbreaker.balls.crusher.bricks', 43 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'chemicalguys.com' with mean price 0.4, 3 impressions of adomain 'pmi-worldwide.com' with mean price 0.3; 6 sessions in app 'com.colobolo.chainball', 323 ad_requests with mean bid_floor 2.4, 4 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'cocacola.com' with mean price 0.1, 1 impressions of adomain 'jcpenny.com' with mean price 0.2; 3 sessions in app 'com.freeplay.twerk', 35 ad_requests with mean bid_floor 0.3, 6 impressions of adomain 'amazon.com' with mean price 1.2; 3 sessions in app 'com.joyvendor.wordhike.android.en', 32 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'anytimefitness.com' with mean price 0.3, 1 impressions of adomain 'medscape.com' with mean price 0.5, 4 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'vrbo.com' with mean price 0.1; 3 sessions in app 'com.joyvendor.wordsmore.android.en', 58 ad_requests with mean bid_floor 5.7, 1 impressions of adomain 'cox.com' with mean price 0.4, 1 impressions of adomain 'icfnext.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 2 sessions in app 'com.newpubco.spades', 77 ad_requests with mean bid_floor 9.5, 5 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'anytimefitness.com' with mean price 0.5, 1 impressions of adomain 'comphealth.com' with mean price 1.2, 1 impressions of adomain 'cslplasma.com' with mean price 1.1, 1 impressions of adomain 'directauto.com' with mean price 0.4, 1 impressions of adomain 'healthprimal.com' with mean price 17.0, 1 impressions of adomain 'reinholtsfurniture.com' with mean price 0.4, 4 impressions of adomain 'xifaxan.com' with mean price 1.3; 1 sessions in app 'com.pieyel.scrabble', 6 ad_requests with mean bid_floor 1.3; 5 sessions in app 'com.playvalve.spades', 191 ad_requests with mean bid_floor 131.6, 5 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'bissell.com' with mean price 0.5, 1 impressions of adomain 'bp.com' with mean price 0.8, 1 impressions of adomain 'lifeextension.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.8; 6 sessions in app 'com.polyverse.bricks.game', 44 ad_requests with mean bid_floor 19.8; 268 sessions in app 'com.smashbaba.mergetosmash', 3646 ad_requests with mean bid_floor 27.8, 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 0.2, 1 clicks of adomain 'newpub.co/spades', 15 impressions of adomain 'newpub.co/spades' with mean price 1.1, 2 impressions of adomain 'temu.com' with mean price 6.8; 79 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2353 ad_requests with mean bid_floor 12.9, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 13.1, 4 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 20.9, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 21.4; 1 sessions in app 'dev.smgame.jump.breaker', 7 ad_requests with mean bid_floor 5.2; 3 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 34 ad_requests with mean bid_floor 0.9, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 2 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'meijer.com' with mean price 1.4, 1 impressions of adomain 'nuedextahcp.com' with mean price 0.3, 1 impressions of adomain 'pizzahut.com' with mean price 0.0, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.1; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 12.1; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 13.7; 4 sessions in app 'tr.com.playin.zombees', 46 ad_requests with mean bid_floor 6.2; 1 sessions in app 'zombie.shooter.survival', 16 ad_requests with mean bid_floor 9.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-29 18:32:40;0_timestamp is 2025-01-29 18:32:40;time_since_impression_in_hours is 87;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 457;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.0721279072971059;partition is 1558
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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 '05065485-6531-421a-aa65-77c4c16a0926';uuid is '0d5b3df2-36f7-47dc-aff8-158111073e25';bid_timestamp is '2025-01-02 14:26:04';device_id is '05065485-6531-421a-aa65-77c4c16a0926';biddate is '2025-01-02';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 112.001157119525;target_cpi is 2.42034553436172;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 23.96 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 23.96;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.74;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-02 14:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'callbreak.classic.card.free.online.offline.multiplayer', 4 ad_requests with mean bid_floor 0.7; 3 sessions in app 'com.RabbitMountain.PilotLife', 250 ad_requests with mean bid_floor 7.2; 17 sessions in app 'com.fbg.math', 84 ad_requests with mean bid_floor 47.8; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.9; 2 sessions in app 'com.mobilityware.Hearts', 14 ad_requests with mean bid_floor 21.1; 2 sessions in app 'com.peoplefun.wordcross', 28 ad_requests with mean bid_floor 6.1; 2 sessions in app 'com.saintel.labible', 26 ad_requests with mean bid_floor 95.7; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.vitastudio.solitaire', 2 ad_requests with mean bid_floor 12.6; 8 sessions in app 'in.playsimple.wordtrip', 98 ad_requests with mean bid_floor 15.8; 154 sessions in app 'solitaire.nostal.cardgame.puzzle', 19206 ad_requests with mean bid_floor 18.1, 1 impressions of adomain 'adidas.com' with mean price 0.1, 14 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'bumble.com' with mean price 0.0, 1 impressions of adomain 'callapp.com' with mean price 0.0, 3 impressions of adomain 'cash.app' with mean price 0.2, 1 impressions of adomain 'celsius.com' with mean price 0.4, 4 impressions of adomain 'clorox.com' with mean price 0.3, 5 impressions of adomain 'coca-cola.com' with mean price 0.2, 4 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'curriechevy.com' with mean price 1.2, 9 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.1, 1 impressions of adomain 'duromaxpower.com' with mean price 0.3, 1 impressions of adomain 'etix.com' with mean price 1.3, 2 impressions of adomain 'exmox.com' with mean price 0.0, 2 impressions of adomain 'flixchatter.net' with mean price 0.1, 2 impressions of adomain 'fruit-gaming.com' with mean price 0.1, 2 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 24 impressions of adomain 'hillspet.com' with mean price 0.2, 3 impressions of adomain 'humann.com' with mean price 0.1, 1 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'justdice.io' with mean price 0.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 2 impressions of adomain 'lifeextension.com' with mean price 0.2, 1 impressions of adomain 'medline.com' with mean price 0.3, 7 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 2 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'naturesbakery.com' with mean price 0.1, 1 clicks of adomain 'newpub.co', 5 impressions of adomain 'newpub.co' with mean price 10.4, 1 clicks of adomain 'newpub.co/klondikesolitaire', 12 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 18.8, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 5 impressions of adomain 'nuunlife.com' with mean price 0.2, 5 impressions of adomain 'oakevergames.com' with mean price 17.4, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 2 impressions of adomain 'originmaine.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 2 impressions of adomain 'pandora.com' with mean price 0.2, 4 impressions of adomain 'pentlyconger.com' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.1, 3 impressions of adomain 'priceline.com' with mean price 0.2, 2 impressions of adomain 'productmadness.com' with mean price 0.1, 12 impressions of adomain 'qunol.com' with mean price 8.5, 2 impressions of adomain 'roosevelt.edu' with mean price 0.9, 1 impressions of adomain 'sleepnumber.com' with mean price 0.1, 2 impressions of adomain 'sliding.toys' with mean price 0.2, 12 impressions of adomain 'smartypantsvitamins.com' with mean price 0.5, 3 impressions of adomain 'starbucks.com' with mean price 0.1, 3 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 3 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'trapperssushi.com' with mean price 0.6, 6 impressions of adomain 'ultimahealth.com' with mean price 0.2, 1 impressions of adomain 'unicycive.com' with mean price 0.2, 1 impressions of adomain 'uphold.com' with mean price 0.0, 2 impressions of adomain 'vitamix.com' with mean price 0.2, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'vytalogy.com' with mean price 0.1, 1 impressions of adomain 'westernunion.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 4 impressions of adomain 'www.gmaker.top' with mean price 35.2, 5 impressions of adomain 'www.learnings.ai' with mean price 0.1, 1 clicks of adomain 'www.puzzlecard.top', 3 impressions of adomain 'www.puzzlecard.top' with mean price 29.4, 17 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'zencolor.app' with mean price 0.1, 2 impressions of adomain 'zephyrmobile.com' with mean price 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 14:29:32;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 0.593867227146835;partition is 3981
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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 '7be5694d-fb29-494a-ac67-7fe45b43d9a5';uuid is '15881eb9-bbf3-4d4f-b71b-153e67fda5a5';bid_timestamp is '2025-02-02 20:13:23';device_id is '7be5694d-fb29-494a-ac67-7fe45b43d9a5';biddate is '2025-02-02';country is 'USA';app is 'com.jkgajkvaf.batlerob';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 1.58419144652324;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 2 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 've';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 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-02 20:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[6 sessions in app 'com.jkgajkvaf.batlerob', 473 ad_requests with mean bid_floor 12.7; 2 sessions in app 'com.newpubco.spades', 32 ad_requests with mean bid_floor 22.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-02 20:16:52;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.jkgajkvaf.batlerob/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.043083465779572;partition is 2634
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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 '6832d9ec-2b93-4a2d-b0f2-ff7f415e2c05';uuid is '15bc1c42-0b3c-42d4-8620-d32207d75544';bid_timestamp is '2025-02-07 12:15:29';device_id is '6832d9ec-2b93-4a2d-b0f2-ff7f415e2c05';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.44426090227592;target_cpi is 2;campaign is 58325;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 15.016667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 9 ;time_since_impression is 740062 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.67;prior_theme_impressions_count is 9;prior_tag_clicks_count is 5 ;time_since_click is 1919363;hour is '2025-02-07 12:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[11 sessions in app 'com.blackout.spades', 10367 ad_requests with mean bid_floor 27.1, 6 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.7, 1 impressions of adomain 'clorox.com' with mean price 0.7, 1 impressions of adomain 'doggiedailies.com' with mean price 0.7, 1 impressions of adomain 'dreamfindershomes.com' with mean price 2.3, 1 impressions of adomain 'healthprimal.com' with mean price 5.3, 1 impressions of adomain 'jared.com' with mean price 0.7, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 12.3, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.6, 2 impressions of adomain 'pinterest.com' with mean price 11.1, 4 impressions of adomain 'prnpharmacal.com' with mean price 1.7, 1 impressions of adomain 'sallyhansen.com' with mean price 0.2, 2 impressions of adomain 'samhsa.gov' with mean price 5.2, 1 impressions of adomain 'unhcr.org' with mean price 0.7; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 9.7; 46 sessions in app 'com.miniclip.eightballpool', 323 ad_requests with mean bid_floor 3.0, 1 impressions of adomain 'flashrewards.co' with mean price 15.5; 32 sessions in app 'com.mobilityware.spider', 1517 ad_requests with mean bid_floor 15.7, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 2 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'bayer.com' with mean price 1.0, 1 impressions of adomain 'beiersdorf.com' with mean price 0.3, 2 impressions of adomain 'bestbuy.com' with mean price 4.6, 12 impressions of adomain 'bk.com' with mean price 0.3, 2 impressions of adomain 'booking.com' with mean price 5.2, 1 impressions of adomain 'chcsbc.org' with mean price 2.0, 1 impressions of adomain 'christushealth.org' with mean price 0.5, 4 impressions of adomain 'dreamfindershomes.com' with mean price 1.6, 1 impressions of adomain 'element.com' with mean price 0.6, 1 impressions of adomain 'fiverr.com' with mean price 6.7, 1 impressions of adomain 'goodyspowder.com' with mean price 0.6, 1 impressions of adomain 'homedepot.com' with mean price 0.3, 4 impressions of adomain 'huntington.com' with mean price 1.2, 1 impressions of adomain 'i-tech.se' with mean price 0.6, 2 impressions of adomain 'iconplc.com' with mean price 0.5, 1 impressions of adomain 'jobs.bswhealth.com' with mean price 0.6, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 2 impressions of adomain 'kyocera.com' with mean price 0.7, 3 impressions of adomain 'libtayo.com' with mean price 1.1, 1 impressions of adomain 'mintegral.com' with mean price 5.3, 1 clicks of adomain 'mintegral.com', 1 impressions of adomain 'nba.com' with mean price 0.3, 1 impressions of adomain 'pampers.com' with mean price 0.8, 1 impressions of adomain 'papaya.com' with mean price 0.3, 2 clicks of adomain 'pinterest.com', 3 impressions of adomain 'pinterest.com' with mean price 9.1, 1 impressions of adomain 'raisin.com' with mean price 2.0, 1 impressions of adomain 'subaru.com' with mean price 0.3, 2 impressions of adomain 'sublocade.com' with mean price 1.0, 2 impressions of adomain 'tremfya.com' with mean price 3.3, 3 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'visitsedaliamo.com' with mean price 0.7; 2 sessions in app 'com.newpubco.spades', 318 ad_requests with mean bid_floor 21.1, 2 impressions of adomain 'alibaba.com' with mean price 0.6, 1 impressions of adomain 'bayer.com' with mean price 1.1; 8 sessions in app 'com.papaya.solitairecash', 32 ad_requests with mean bid_floor 68.5; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 5.1; 10 sessions in app 'com.solitaire.cards.deluxe', 102 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'auto.everquote.com' with mean price 0.2, 1 impressions of adomain 'bidease.com_101931' with mean price 0.2; 29 sessions in app 'com.solitarie.card.regal.game', 288 ad_requests with mean bid_floor 4.2, 1 impressions of adomain 'alibaba.com' with mean price 25.8, 1 clicks of adomain 'pinterest.com', 2 impressions of adomain 'pinterest.com' with mean price 24.2, 1 impressions of adomain 'solitairecash.com' with mean price 49.2; 34 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 6723 ad_requests with mean bid_floor 12.4, 1 impressions of adomain 'dave.com' with mean price 7.0, 1 clicks of adomain 'fruit-gaming.com', 1 impressions of adomain 'fruit-gaming.com' with mean price 12.4, 1 impressions of adomain 'luv.health' with mean price 5.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 9.7, 1 impressions of adomain 'newpub.co/spades' with mean price 6.3, 1 clicks of adomain 'newpub.co/spades', 13 impressions of adomain 'oakevergames.com' with mean price 6.5, 11 clicks of adomain 'oakevergames.com', 22 impressions of adomain 'papayagaming.com' with mean price 4.9, 6 clicks of adomain 'papayagaming.com', 1 impressions of adomain 'paramountplus.com' with mean price 6.8, 2 impressions of adomain 'pentlyconger.com' with mean price 4.5, 1 impressions of adomain 'receive-the-prize.online' with mean price 4.2, 1 clicks of adomain 'solitairecash.com', 6 impressions of adomain 'solitairecash.com' with mean price 6.2, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 3.3, 2 impressions of adomain 'track.safedriverewards.com' with mean price 3.3, 3 clicks of adomain 'wisewaveltd.com', 3 impressions of adomain 'wisewaveltd.com' with mean price 4.3; 1 sessions in app 'com.wildcard.spadespop', 10 ad_requests with mean bid_floor 33.1; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 2.7; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 12.3; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 8.3; 13 sessions in app 'solitaire.card.free.plus', 191 ad_requests with mean bid_floor 15.5, 1 impressions of adomain 'agilent.com' with mean price 29.8, 12 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'aveeno.com' with mean price 0.5, 1 impressions of adomain 'clorox.com' with mean price 0.8, 2 impressions of adomain 'doggiedailies.com' with mean price 0.8, 2 impressions of adomain 'dreamfindershomes.com' with mean price 1.6, 1 impressions of adomain 'eifo.dk' with mean price 0.7, 1 impressions of adomain 'ergonode.com' with mean price 0.6, 1 impressions of adomain 'google.com' with mean price 0.6, 1 impressions of adomain 'kay.com' with mean price 0.9, 2 impressions of adomain 'nutrafol.com' with mean price 0.5, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.6, 2 impressions of adomain 'prnpharmacal.com' with mean price 1.8; 26 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 3577 ad_requests with mean bid_floor 0.8, 1 clicks of adomain 'alibaba.com', 4 impressions of adomain 'alibaba.com' with mean price 4.6, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 4.4, 1 clicks of adomain 'papayagaming.com', 1 impressions of adomain 'papayagaming.com' with mean price 13.8, 2 clicks of adomain 'snapchat.com', 2 impressions of adomain 'snapchat.com' with mean price 5.4, 2 impressions of adomain 'solitairecash.com' with mean price 5.6, 3 clicks of adomain 'underdogfantasy.com', 5 impressions of adomain 'underdogfantasy.com' with mean price 4.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45696.7345949074;ag_retention_d1_timestamp is 2025-02-07 12:24:01;0_timestamp is 2025-02-07 12:24:01;time_since_impression_in_hours is 205;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 533;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.767828653401132;partition is 3915
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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 'daa08b42-a1ed-4500-8da9-70160ac26cb2';uuid is '3f83c2e4-403a-46ba-9509-608914248105';bid_timestamp is '2025-01-07 17:00:56';device_id is 'daa08b42-a1ed-4500-8da9-70160ac26cb2';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 9.57900077110893;target_cpi is 1.94430898749528;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 8.488527;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 233012 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.82;prior_theme_impressions_count is 15;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-07 17:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[8 sessions in app 'com.billiards.shooting.ball.pool', 38 ad_requests with mean bid_floor 13.7; 3 sessions in app 'com.blackout.spades', 25 ad_requests with mean bid_floor 1.9; 36 sessions in app 'com.fiogonia.dominoes', 3989 ad_requests with mean bid_floor 42.4; 3 sessions in app 'com.frog.eatflies', 27 ad_requests with mean bid_floor 5.2; 99 sessions in app 'com.metropcs.metrozone', 574 ad_requests with mean bid_floor 82.9; 36 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 356 ad_requests with mean bid_floor 2.8, 3 impressions of adomain 'adidas.com' with mean price 0.1, 5 impressions of adomain 'amazon.com' with mean price 0.2, 4 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bgfoods.com' with mean price 0.4, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'goodnites.com' with mean price 0.2, 2 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'meijer.com' with mean price 0.6, 1 impressions of adomain 'pizzahut.com' with mean price 0.0, 3 impressions of adomain 'smithfieldfoods.com' with mean price 0.1, 3 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'temu.com' with mean price 0.0, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3; 1 sessions in app 'com.newpubco.spades', 10 ad_requests with mean bid_floor 3.7, 2 impressions of adomain 'discover.com' with mean price 0.4, 1 impressions of adomain 'peacocktv.com' with mean price 0.4, 1 impressions of adomain 'vicks.com' with mean price 0.7; 10 sessions in app 'com.nrg.real.speed', 88 ad_requests with mean bid_floor 36.0; 9 sessions in app 'com.rugby.swiperugby', 176 ad_requests with mean bid_floor 16.4; 2 sessions in app 'com.tripledot.woodoku', 29 ad_requests with mean bid_floor 3.9; 32 sessions in app 'com.vitastudio.wordsearch', 737 ad_requests with mean bid_floor 19.4, 1 impressions of adomain 'amazon.com' with mean price 0.8, 2 impressions of adomain 'arh.org' with mean price 1.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'bestbuy.com' with mean price 0.5, 2 impressions of adomain 'cdw.com' with mean price 0.9, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'goldbond.com' with mean price 0.3, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'miracle-ear.com' with mean price 0.8, 1 impressions of adomain 'vapecity.us' with mean price 1.3, 1 impressions of adomain 'victorallen.com' with mean price 0.3, 1 clicks of adomain 'walmart.com', 43 impressions of adomain 'walmart.com' with mean price 1.7; 31 sessions in app 'com.wildcard.spades', 857 ad_requests with mean bid_floor 7.3, 7 impressions of adomain 'adidas.com' with mean price 0.3, 5 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'bw.edu' with mean price 2.2, 2 impressions of adomain 'cienahealthcare.com' with mean price 1.9, 1 impressions of adomain 'cslplasma.com' with mean price 1.0, 3 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'mclaughlins.com' with mean price 0.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 9 impressions of adomain 'opvee.com' with mean price 0.5, 1 impressions of adomain 'orgain.com' with mean price 0.2, 4 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 4.3, 8 impressions of adomain 'textnow.com' with mean price 6.0, 3 clicks of adomain 'textnow.com', 1 impressions of adomain 'us-park.com' with mean price 0.8, 1 impressions of adomain 'victorallen.com' with mean price 0.2; 1 sessions in app 'com.wildcard.spadespop', 6 ad_requests with mean bid_floor 14.4; 3 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 8.3; 3 sessions in app 'traffic.parking.jam.escape.car3d.games', 33 ad_requests with mean bid_floor 3.0];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 2025-01-07 17:10:47;0_timestamp is 2025-01-07 17:10:47;time_since_impression_in_hours is 64;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 0.640071377187851;partition is 2776
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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 '35c74283-25d8-49d1-a308-ef172ad12132';uuid is 'af32ca1e-b6b9-4acb-a81f-bb5bd9707fe1';bid_timestamp is '2024-12-13 8:57:45';device_id is '35c74283-25d8-49d1-a308-ef172ad12132';biddate is '2024-12-13';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 36.1948193961603;target_cpi is 3.89312916837749;campaign is 57540;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 28.392857;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 19386867 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.71;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-13 08:00:00+00:00';day_of_week is '4';os_version is 9;user_behavior is :[2 sessions in app 'com.GnarlyGameStudio.FrontlineHeroes', 34 ad_requests with mean bid_floor 39.0; 2 sessions in app 'com.freeplaysultanov.shootit', 28 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.mgs.sniper1', 6 ad_requests with mean bid_floor 0.6; 12 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 201 ad_requests with mean bid_floor 9.8, 1 impressions of adomain 'janssen.com' with mean price 4.3, 2 clicks of adomain 'wisewaveltd.com', 2 impressions of adomain 'wisewaveltd.com' with mean price 24.9; 1 sessions in app 'com.wildcard.spadespop', 6 ad_requests with mean bid_floor 6.2; 3 sessions in app 'com.xiuyou.CannonAttack', 44 ad_requests with mean bid_floor 0.6, 4 impressions of adomain 'amazon.com' with mean price 1.6, 3 impressions of adomain 'oceanspray.com' with mean price 1.0, 1 impressions of adomain 'paramountplus.com' with mean price 1.1, 1 impressions of adomain 'walmart.com' with mean price 1.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 9:10:58;time_since_impression_in_hours is 5385;channel is 'USA/V/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 0.368990349619007;partition is 2528
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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 'd30a0da8-51a5-4c08-9ba5-22e1fb5bc222';uuid is '4c380842-d4e4-4132-b198-8ac892b5914c';bid_timestamp is '2024-12-26 5:41:41';device_id is 'd30a0da8-51a5-4c08-9ba5-22e1fb5bc222';biddate is '2024-12-26';country is 'USA';app is 'com.blackout.gin';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 33.8601930703283;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 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 1 ;time_since_impression is 25280305 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.51;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-26 05:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[2 sessions in app 'bubbleshooter.orig', 14 ad_requests with mean bid_floor 15.9; 3 sessions in app 'com.bbumgames.rummystars', 22 ad_requests with mean bid_floor 11.5, 2 clicks of adomain 'productmadness.com', 2 impressions of adomain 'productmadness.com' with mean price 86.6; 2 sessions in app 'com.blackout.gin', 622 ad_requests with mean bid_floor 4.0, 2 impressions of adomain 'benjaminone.com' with mean price 0.2, 1 impressions of adomain 'dave.com' with mean price 0.1, 1 impressions of adomain 'gurunetwork.com' with mean price 0.1, 1 impressions of adomain 'ibotta.com' with mean price 0.1, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.1, 1 impressions of adomain 'king.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 0.2, 2 impressions of adomain 'mistplay.com' with mean price 0.2, 2 impressions of adomain 'mobilityware.com' with mean price 0.2, 1 impressions of adomain 'moneylion.com' with mean price 0.1, 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 32.4, 1 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'oakevergames.com' with mean price 0.1, 2 impressions of adomain 'playsimple.in' with mean price 0.1, 4 impressions of adomain 'productmadness.com' with mean price 4.4, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.bonnie.trafficescape', 32 ad_requests with mean bid_floor 1.2, 1 impressions of adomain 'numerator.com' with mean price 0.4; 4 sessions in app 'com.brainium.solitairefree', 180 ad_requests with mean bid_floor 5.5, 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 50.9, 1 impressions of adomain 'numerator.com' with mean price 0.4; 4 sessions in app 'com.bubbleboxes.match3d', 427 ad_requests with mean bid_floor 43.0, 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 25.6, 1 impressions of adomain 'playtika.com' with mean price 98.9; 3 sessions in app 'com.game.fruitmerge', 54 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.innplaylabs.animalkingdomraid', 111 ad_requests with mean bid_floor 379.8; 1 sessions in app 'com.inspiredsquare.jupiter', 133 ad_requests with mean bid_floor 10.2; 3 sessions in app 'com.miniit.bingo', 250 ad_requests with mean bid_floor 75.2, 1 impressions of adomain 'numerator.com' with mean price 1.0, 2 impressions of adomain 'softbakedapps.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.4; 3 sessions in app 'com.mobilityware.MonopolySolitaire', 159 ad_requests with mean bid_floor 28.0; 1 sessions in app 'com.spcomes.hellotown', 2 ad_requests with mean bid_floor 6.8; 2 sessions in app 'com.tripledot.tile.blossom', 47 ad_requests with mean bid_floor 13.8, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 15.4; 5 sessions in app 'com.txierxtkm.xaoavb', 83 ad_requests with mean bid_floor 3.6; 3 sessions in app 'com.wildcard.spades', 146 ad_requests with mean bid_floor 8.1, 1 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 16.0, 4 impressions of adomain 'gurugame.ai' with mean price 0.2, 2 clicks of adomain 'purina.com', 5 impressions of adomain 'purina.com' with mean price 17.6; 4 sessions in app 'games.burny.playdoku.block.puzzle', 220 ad_requests with mean bid_floor 4.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.0, 4 impressions of adomain 'gurunetwork.com' with mean price 0.1, 1 impressions of adomain 'temu.com' with mean price 12.7; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 3.8; 1 sessions in app 'io.supercent.burgeridle', 16 ad_requests with mean bid_floor 15.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-26 5:44:25;time_since_impression_in_hours is 7022;channel is 'USA/I/bidmachine/com.blackout.gin/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.623283882739499;partition is 2913
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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 '7b63aeb5-bab6-41a6-b2ea-ee450b1811e6';uuid is '9bf84a5e-b825-4637-91cf-f047f208c049';bid_timestamp is '2025-01-22 3:48:50';device_id is '7b63aeb5-bab6-41a6-b2ea-ee450b1811e6';biddate is '2025-01-22';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 57.0062987790849;target_cpi is 2;campaign is 58071;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 587326 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 4.79;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 587320;hour is '2025-01-22 03:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[6 sessions in app 'com.EudokiaGames.SeaScapes', 1105 ad_requests with mean bid_floor 19.9; 3 sessions in app 'com.aaaudi.wordmaker', 59 ad_requests with mean bid_floor 21.1, 1 impressions of adomain 'spectrum.com' with mean price 0.8; 1 sessions in app 'com.blackout.gin', 52 ad_requests with mean bid_floor 0.1; 12 sessions in app 'com.blackout.spades', 1140 ad_requests with mean bid_floor 35.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 57.0; 3 sessions in app 'com.block.game.jigsaw.puzzles', 7 ad_requests with mean bid_floor 10.9; 3 sessions in app 'com.bluelynx.filesapp', 7 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.browserzheng.foundernews', 11 ad_requests with mean bid_floor 7.4; 1 sessions in app 'com.clean888.cleansuper.cleaner', 27 ad_requests with mean bid_floor 2.0; 4 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 82 ad_requests with mean bid_floor 5.2; 30 sessions in app 'com.enflick.android.TextNow', 42 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.fbig.spades', 15 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.fcmusicplayer.app', 3 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.fiogonia.spades', 58 ad_requests with mean bid_floor 37.2; 11 sessions in app 'com.heartpulse.healthycompanion.tracker', 355 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'callapp.com' with mean price 2.0; 1 sessions in app 'com.king.candycrushsodasaga', 5 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.mobilityware.Spades', 36 ad_requests with mean bid_floor 19.3; 4 sessions in app 'com.neat.security.file', 168 ad_requests with mean bid_floor 6.9; 7 sessions in app 'com.newpubco.spades', 789 ad_requests with mean bid_floor 13.5, 1 impressions of adomain 'airproducts.com' with mean price 0.5, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'colombolaw.com' with mean price 0.2, 3 impressions of adomain 'cosi.org' with mean price 0.3, 1 impressions of adomain 'creditkarma.com' with mean price 18.1, 2 clicks of adomain 'healthprimal.com', 3 impressions of adomain 'healthprimal.com' with mean price 17.0, 1 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 1.4, 1 impressions of adomain 'oakevergames.com' with mean price 0.3, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 0.2, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 clicks of adomain 'poise.com', 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'supertreat.net' with mean price 0.3, 1 impressions of adomain 'visioncompanies.com' with mean price 1.7, 3 impressions of adomain 'welloflife.com' with mean price 18.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'zoominfo.com' with mean price 0.2; 4 sessions in app 'com.peoplefun.wordcross', 10 ad_requests with mean bid_floor 7.5; 2 sessions in app 'com.playvalve.spades', 69 ad_requests with mean bid_floor 81.0; 15 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1485 ad_requests with mean bid_floor 14.1, 5 clicks of adomain 'creditkarma.com', 5 impressions of adomain 'creditkarma.com' with mean price 22.2, 1 clicks of adomain 'empfohlen.de', 1 impressions of adomain 'empfohlen.de' with mean price 13.1, 1 clicks of adomain 'playvalve.com', 1 impressions of adomain 'playvalve.com' with mean price 21.5; 4 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 8.6; 82 sessions in app 'com.wildcard.spadespop', 4523 ad_requests with mean bid_floor 9.6; 3 sessions in app 'com.yallaplay.spadesmasters', 28 ad_requests with mean bid_floor 386.4; 3 sessions in app 'com.zimad.spades', 24 ad_requests with mean bid_floor 0.0; 2 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 2.9; 15 sessions in app 'in.playsimple.wordtrip', 81 ad_requests with mean bid_floor 19.0; 24 sessions in app 'mahjong.solitaire.card.games.free.senior.match.puzzle', 587 ad_requests with mean bid_floor 28.6, 13 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'aspercreme.com' with mean price 0.4, 14 impressions of adomain 'goldbond.com' with mean price 0.5, 1 impressions of adomain 'howpbmswork.org' with mean price 0.7, 6 impressions of adomain 'meijer.com' with mean price 1.5, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 2 impressions of adomain 'pcmanet.org' with mean price 0.7, 2 impressions of adomain 'poise.com' with mean price 0.7, 1 impressions of adomain 'quicksaver.info' with mean price 0.3, 1 impressions of adomain 'smuckers.com' with mean price 0.7, 2 impressions of adomain 'softbakedapps.com' with mean price 0.3; 4 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 8 ad_requests with mean bid_floor 116.6; 2 sessions in app 'sms.app.messages.app.message.box.message.me', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'spades.solitaire.card.games.free', 8 ad_requests with mean bid_floor 57.4];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-23 23:17:39;dc_15roundended_before_d8_timestamp is 45680.8087962963;ag_retention_d1_timestamp is 2025-01-22 3:54:33;0_timestamp is 2025-01-22 3:54:33;time_since_impression_in_hours is 163;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 163;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.490265008325562;partition is 3601
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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 'b0088302-0855-4293-adf9-76c76a1ea31c';uuid is 'e6939021-25b4-4e12-a723-68a6211fcafd';bid_timestamp is '2025-02-07 12:59:36';device_id is 'b0088302-0855-4293-adf9-76c76a1ea31c';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 93.542100229814;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 29.68;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 2.82;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 12:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[10 sessions in app 'com.blackout.spades', 396 ad_requests with mean bid_floor 15.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 93.5; 2 sessions in app 'com.newpubco.spades', 51 ad_requests with mean bid_floor 21.7, 1 impressions of adomain 'chimebank.com' with mean price 1.1, 1 impressions of adomain 'intuit.com' with mean price 0.6, 1 impressions of adomain 'meetme.com' with mean price 0.6, 1 impressions of adomain 'nissanusa.com' with mean price 0.8, 1 impressions of adomain 'pluto.tv' with mean price 1.4, 1 impressions of adomain 'tech.pokergaga.net' with mean price 0.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 19:57:46;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 0.67224228813583;partition is 867
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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 'bb715dfa-8bfd-4694-a5c9-da0dc47026c3';uuid is '2a9c082f-7a39-4b33-b9f8-193efadc6819';bid_timestamp is '2025-01-13 19:10:04';device_id is 'bb715dfa-8bfd-4694-a5c9-da0dc47026c3';biddate is '2025-01-13';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 32.3500949621472;target_cpi is 2.3280470170607;campaign is 57945;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 58.609795;placement_historical_value is 29.930189;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 4923 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.62;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is 4917;hour is '2025-01-13 19:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[8 sessions in app 'bible.kjvbible.pray.verse.audio', 15 ad_requests with mean bid_floor 123.2; 5 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 182 ad_requests with mean bid_floor 18.4, 4 impressions of adomain 'walmart.com' with mean price 2.4; 1 sessions in app 'com.Seriously.BestFiends', 4 ad_requests with mean bid_floor 3.9; 6 sessions in app 'com.blackout.spades', 216 ad_requests with mean bid_floor 10.6, 1 impressions of adomain 'draftkings.com' with mean price 50.2; 1 sessions in app 'com.block.juggle', 3 ad_requests with mean bid_floor 95.0; 2 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 70 ad_requests with mean bid_floor 12.1, 6 impressions of adomain 'amazon.com' with mean price 0.7, 6 impressions of adomain 'coca-cola.com' with mean price 0.7, 5 impressions of adomain 'google.com' with mean price 0.8, 1 impressions of adomain 'haleon.com' with mean price 2.3, 1 impressions of adomain 'kidultlovin.com' with mean price 0.8, 1 impressions of adomain 'mistplay.com' with mean price 1.3, 1 impressions of adomain 'nutrafol.com' with mean price 1.0, 1 impressions of adomain 'playsimple.in' with mean price 1.3; 1 sessions in app 'com.day.day.good.nice', 17 ad_requests with mean bid_floor 12.5; 2 sessions in app 'com.dmvwrittentest.android', 6 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.fiogonia.spades', 225 ad_requests with mean bid_floor 47.7; 2 sessions in app 'com.freemusic.download.ddplmnb', 13 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.gamovation.mahjongclub', 72 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.hyilmaz.spades', 149 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.kamagames.spades', 12 ad_requests with mean bid_floor 3.4; 7 sessions in app 'com.mahjong.op.gp', 848 ad_requests with mean bid_floor 67.9, 1 impressions of adomain 'adidas.com' with mean price 0.1, 7 impressions of adomain 'amazon.com' with mean price 0.4, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 41.9, 2 impressions of adomain 'haleon.com' with mean price 0.4, 2 impressions of adomain 'kbhome.com' with mean price 0.8, 1 impressions of adomain 'standardprocess.com' with mean price 0.3, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 1 impressions of adomain 'voquezna.com' with mean price 0.4, 2 clicks of adomain 'youyungames.com', 2 impressions of adomain 'youyungames.com' with mean price 69.1; 2 sessions in app 'com.newpubco.spades', 273 ad_requests with mean bid_floor 10.4, 4 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'chimebank.com' with mean price 1.2, 7 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 1 impressions of adomain 'crest.com' with mean price 0.8, 1 impressions of adomain 'danone.com' with mean price 0.5, 1 impressions of adomain 'dave.com' with mean price 1.4, 4 impressions of adomain 'draftkings.com' with mean price 1.3, 1 impressions of adomain 'edgeparkcgm.com' with mean price 3.0, 14 impressions of adomain 'eyemartexpress.com' with mean price 0.9, 1 impressions of adomain 'facebook.com' with mean price 1.1, 1 impressions of adomain 'fcticlassaction.com' with mean price 1.1, 1 impressions of adomain 'kay.com' with mean price 1.1, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.6, 1 impressions of adomain 'kitchenaid.com' with mean price 0.4, 1 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'ncsecu.org' with mean price 0.5, 1 impressions of adomain 'pgpro.com' with mean price 0.8, 2 impressions of adomain 'playtika.com' with mean price 0.8, 1 impressions of adomain 'productmadness.com' with mean price 0.8, 4 impressions of adomain 'progressive.com' with mean price 0.7, 1 impressions of adomain 'sharecare.com' with mean price 0.8, 1 impressions of adomain 'siriusxm.com' with mean price 1.3, 1 impressions of adomain 'slotomania.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 1.0, 20 impressions of adomain 'weightwatchers.com' with mean price 4.6, 1 impressions of adomain 'woodmenlife.com' with mean price 0.9, 1 impressions of adomain 'xtratuf.com' with mean price 2.9, 1 impressions of adomain 'zales.com' with mean price 0.9; 2 sessions in app 'com.opgames.mahjongtile.gp', 2569 ad_requests with mean bid_floor 76.4, 1 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'callapp.com' with mean price 0.2, 1 impressions of adomain 'espnbet.com' with mean price 0.1, 1 impressions of adomain 'flo.health' with mean price 0.1, 3 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 4 impressions of adomain 'pluto.tv' with mean price 0.1, 3 impressions of adomain 'pocketfm.com' with mean price 0.2, 1 impressions of adomain 'textnow.com' with mean price 0.1; 1 sessions in app 'com.playvalve.dominoes', 68 ad_requests with mean bid_floor 144.9; 7 sessions in app 'com.playvalve.spades', 1724 ad_requests with mean bid_floor 103.5, 11 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'fcticlassaction.com' with mean price 0.7, 4 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'philips.com' with mean price 0.4, 3 impressions of adomain 'standardprocess.com' with mean price 0.5, 1 impressions of adomain 'tango.me' with mean price 0.2; 3 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 38 ad_requests with mean bid_floor 11.6; 2 sessions in app 'com.tripledot.solitaire', 20 ad_requests with mean bid_floor 12.7; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 4.4; 4 sessions in app 'com.use.specie.scratch.card', 1336 ad_requests with mean bid_floor 59.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 25.1; 32 sessions in app 'com.vitastudio.mahjong', 3630 ad_requests with mean bid_floor 49.9, 2 impressions of adomain '50floor.com' with mean price 0.2, 1 impressions of adomain 'adbiblio.com' with mean price 0.6, 1 impressions of adomain 'adelphi.edu' with mean price 0.1, 2 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'allergan.com' with mean price 0.1, 43 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'ashleyfurniture.com' with mean price 0.6, 1 impressions of adomain 'brukinsa.com' with mean price 0.1, 1 impressions of adomain 'callapp.com' with mean price 0.1, 3 impressions of adomain 'campingworld.com' with mean price 0.2, 5 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'citadel.edu' with mean price 0.3, 1 impressions of adomain 'deutschfamily.com' with mean price 0.5, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'dnb.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.0, 2 impressions of adomain 'dramabox.com' with mean price 0.1, 1 impressions of adomain 'dramamine.com' with mean price 0.2, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.1, 3 impressions of adomain 'espnbet.com' with mean price 10.8, 1 clicks of adomain 'espnbet.com', 1 impressions of adomain 'evkeeza.com' with mean price 0.2, 1 impressions of adomain 'fcticlassaction.com' with mean price 0.6, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 2 impressions of adomain 'gardenoflife.com' with mean price 0.1, 2 impressions of adomain 'getquip.com' with mean price 0.1, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 4 impressions of adomain 'goodrx.com' with mean price 0.1, 1 impressions of adomain 'gurugame.ai' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'help.supercellsupport.com' with mean price 0.0, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 3 impressions of adomain 'howlifeunfolds.com' with mean price 0.1, 17 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 4 impressions of adomain 'icdrywall.com' with mean price 0.2, 1 impressions of adomain 'jcpenny.com' with mean price 0.2, 1 impressions of adomain 'justdice.io' with mean price 0.0, 1 impressions of adomain 'kay.com' with mean price 0.9, 3 impressions of adomain 'kbhome.com' with mean price 0.6, 2 impressions of adomain 'kikkomanusa.com' with mean price 0.1, 1 impressions of adomain 'kraftheinz.com' with mean price 0.4, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 5 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'meiomi.com' with mean price 0.2, 1 impressions of adomain 'metronet.com' with mean price 0.2, 2 impressions of adomain 'mistplay.com' with mean price 21.1, 1 impressions of adomain 'moroccanoil.com' with mean price 0.1, 1 impressions of adomain 'naturesbakery.com' with mean price 0.1, 14 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 3 impressions of adomain 'newpub.co/spades' with mean price 42.7, 3 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'norton.com' with mean price 0.1, 15 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 2 impressions of adomain 'orgain.com' with mean price 0.1, 2 impressions of adomain 'patagonia.com' with mean price 0.2, 1 impressions of adomain 'paycom.com' with mean price 0.2, 2 impressions of adomain 'pennfoster.edu' with mean price 0.1, 1 impressions of adomain 'pepsico.com' with mean price 0.2, 1 impressions of adomain 'pocketfm.com' with mean price 0.1, 2 impressions of adomain 'qunol.com' with mean price 0.1, 6 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'schwanscompany.com' with mean price 0.8, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 2 impressions of adomain 'sling.com' with mean price 0.4, 6 impressions of adomain 'spectrum.com' with mean price 0.3, 3 impressions of adomain 'thetradedesk.com' with mean price 0.2, 1 impressions of adomain 'tylenol.com' with mean price 0.3, 17 impressions of adomain 'voquezna.com' with mean price 0.4, 6 impressions of adomain 'wellbizbrands.com' with mean price 0.2, 1 impressions of adomain 'whitecastle.com' with mean price 0.1, 1 impressions of adomain 'wurl.com' with mean price 0.9; 6 sessions in app 'com.wildcard.classicspades', 130 ad_requests with mean bid_floor 4.3, 6 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'kbhome.com' with mean price 0.8, 1 impressions of adomain 'lakeviewfarms.com' with mean price 0.5, 1 impressions of adomain 'pentlyconger.com' with mean price 0.4, 1 impressions of adomain 'self.inc' with mean price 0.3, 2 impressions of adomain 'textnow.com' with mean price 0.3; 12 sessions in app 'com.wildcard.spades', 378 ad_requests with mean bid_floor 7.2, 1 clicks of adomain 'draftkings.com', 1 impressions of adomain 'draftkings.com' with mean price 67.0; 7 sessions in app 'com.wildcard.spadespop', 453 ad_requests with mean bid_floor 13.5; 3 sessions in app 'com.yallaplay.spadesmasters', 89 ad_requests with mean bid_floor 132.7; 4 sessions in app 'com.zimad.spades', 39 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 16.6; 2 sessions in app 'in.playsimple.tripcross', 6 ad_requests with mean bid_floor 6.4; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 5.6; 8 sessions in app 'in.playsimple.wordtrip', 160 ad_requests with mean bid_floor 8.7; 2 sessions in app 'mahjong.solitaire.classic.majong.games.free', 63 ad_requests with mean bid_floor 63.3; 1 sessions in app 'net.peakgames.mobile.spades.android', 42 ad_requests with mean bid_floor 53.6; 40 sessions in app 'od_13767', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 34 ad_requests with mean bid_floor 1.7; 2 sessions in app 'top.piscess.pisces', 6 ad_requests with mean bid_floor 37.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45674.7129861111;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-15 20:50:01;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.vitastudio.mahjong/False/126';time_since_click_in_hours is 1;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.824377030453483;partition is 2056
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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 'e818d243-b45d-426b-bd18-0bab8145f2cc';uuid is '819182b0-c076-44cb-8787-6b94cff488de';bid_timestamp is '2025-01-10 22:36:24';device_id is 'e818d243-b45d-426b-bd18-0bab8145f2cc';biddate is '2025-01-10';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 9.57466099999999;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 9.564661 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 5278 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.92;prior_theme_impressions_count is 4;prior_tag_clicks_count is 4 ;time_since_click is 5272;hour is '2025-01-10 22:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[6 sessions in app 'air.com.beachbumgammon', 39 ad_requests with mean bid_floor 6.2; 6 sessions in app 'backgammon.classic.free.online.live.gamao', 27 ad_requests with mean bid_floor 62.5; 2 sessions in app 'com.EudokiaGames.EyesRiot', 224 ad_requests with mean bid_floor 24.6; 15 sessions in app 'com.LoopGames.Domino', 762 ad_requests with mean bid_floor 4.7; 22 sessions in app 'com.blackout.backgammon', 152 ad_requests with mean bid_floor 10.5, 4 impressions of adomain 'smithfieldfoods.com' with mean price 1.4; 1 sessions in app 'com.blackout.spades', 17 ad_requests with mean bid_floor 36.2; 2 sessions in app 'com.disvord.simplearithmetic.math.game', 22 ad_requests with mean bid_floor 5.2; 24 sessions in app 'com.easybrain.backgammon.board.games', 1215 ad_requests with mean bid_floor 14.3, 2 impressions of adomain 'budlight.com' with mean price 0.6, 1 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'furniturerow.com' with mean price 0.6, 6 impressions of adomain 'goldbond.com' with mean price 0.3, 2 impressions of adomain 'goodnes.com' with mean price 0.9, 1 impressions of adomain 'greystar.com' with mean price 0.7, 2 impressions of adomain 'ingrezza.com' with mean price 0.6, 2 impressions of adomain 'nuedextahcp.com' with mean price 0.3, 2 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'paypal.com' with mean price 0.5, 2 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'stellaartois.com' with mean price 0.4, 1 impressions of adomain 'ubykotex.com' with mean price 0.5, 5 impressions of adomain 'walgreens.com' with mean price 0.7, 4 impressions of adomain 'xyzal.com' with mean price 0.3, 1 impressions of adomain 'zales.com' with mean price 0.4; 3 sessions in app 'com.facedance.reface.star.mv.maker.funnyface', 4 ad_requests with mean bid_floor 115.1; 3 sessions in app 'com.fiogonia.euchre', 16 ad_requests with mean bid_floor 32.4; 14 sessions in app 'com.gamovation.mahjongclub', 119 ad_requests with mean bid_floor 2.7, 2 impressions of adomain 'post.edu' with mean price 1.2; 32 sessions in app 'com.minikara.crossword.easy.clues', 371 ad_requests with mean bid_floor 4.6; 58 sessions in app 'com.mobilityware.CrazyEights', 3096 ad_requests with mean bid_floor 56.1, 1 impressions of adomain '9snail.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bergenbrooklyn.com' with mean price 1.0, 1 impressions of adomain 'caesars.com' with mean price 0.1, 9 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 3 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'conversantmedia.com' with mean price 0.1, 5 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 4 impressions of adomain 'dollargeneral.com' with mean price 0.4, 3 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'fetchrewards.com' with mean price 0.1, 2 impressions of adomain 'freecash.com' with mean price 0.1, 48 impressions of adomain 'gm.com' with mean price 0.1, 3 impressions of adomain 'gopuff.com' with mean price 0.1, 1 impressions of adomain 'greystar.com' with mean price 0.3, 10 impressions of adomain 'illinoislottery.com' with mean price 0.2, 5 impressions of adomain 'instacart.com' with mean price 1.4, 8 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 2 impressions of adomain 'joinpropel.com' with mean price 0.2, 1 impressions of adomain 'kohls.com' with mean price 0.7, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'lenscrafters.com' with mean price 0.1, 2 impressions of adomain 'numerator.com' with mean price 0.1, 3 impressions of adomain 'paramountplus.com' with mean price 0.4, 2 impressions of adomain 'pearlevision.com' with mean price 0.1, 1 impressions of adomain 'phonesto.deviceclean.duty.com' with mean price 3.6, 10 impressions of adomain 'playtika.com' with mean price 0.1, 18 impressions of adomain 'pluto.tv' with mean price 0.8, 1 clicks of adomain 'pluto.tv', 2 impressions of adomain 'pocketfm.com' with mean price 0.1, 2 impressions of adomain 'powerstop.com' with mean price 0.1, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.1, 2 impressions of adomain 'scopely.com' with mean price 0.1, 2 impressions of adomain 'self.inc' with mean price 0.1, 2 impressions of adomain 'shapermint.com' with mean price 0.1, 1 impressions of adomain 'shipleydonuts.com' with mean price 0.3, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 5 impressions of adomain 'squareup.com' with mean price 0.1, 2 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 2 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 2.7, 3 impressions of adomain 'textnow.com' with mean price 0.1, 3 impressions of adomain 'theabali.com' with mean price 0.1, 7 impressions of adomain 'trudhesa.com' with mean price 0.3, 1 impressions of adomain 'truecaller.com' with mean price 0.1, 5 impressions of adomain 'tubitv.com' with mean price 6.5, 2 clicks of adomain 'tubitv.com', 1 impressions of adomain 'turningstone.com' with mean price 0.4, 1 impressions of adomain 'vanguard.com' with mean price 0.1, 1 impressions of adomain 'visionworks.com' with mean price 0.1, 4 impressions of adomain 'walgreens.com' with mean price 0.6, 9 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wooga.com' with mean price 0.2, 1 impressions of adomain 'zencolor.app' with mean price 0.1; 40 sessions in app 'com.mobilityware.CrownSolitaire', 1052 ad_requests with mean bid_floor 18.1, 1 impressions of adomain '9snail.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.2, 4 impressions of adomain 'audible.com' with mean price 0.1, 12 impressions of adomain 'bk.com' with mean price 0.3, 4 impressions of adomain 'cbsinteractive.com' with mean price 0.1, 1 clicks of adomain 'ee.mobadbid.com', 1 impressions of adomain 'ee.mobadbid.com' with mean price 7.2, 1 impressions of adomain 'generalmills.com' with mean price 1.1, 1 impressions of adomain 'illinoislottery.com' with mean price 0.1, 1 impressions of adomain 'ingrezza.com' with mean price 0.5, 1 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.1, 1 impressions of adomain 'kohls.com' with mean price 1.0, 1 impressions of adomain 'nuedextahcp.com' with mean price 0.9, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 3 impressions of adomain 'paypal.com' with mean price 0.7, 1 impressions of adomain 'pearlevision.com' with mean price 0.1, 1 clicks of adomain 'pluto.tv', 8 impressions of adomain 'pluto.tv' with mean price 2.0, 1 impressions of adomain 'post.edu' with mean price 1.0, 1 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'spyscape.com' with mean price 0.7, 1 impressions of adomain 'tubitv.com' with mean price 8.3, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'verizonwireless.com' with mean price 0.1, 5 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wooga.com' with mean price 0.5; 5 sessions in app 'com.mobilityware.Hearts', 125 ad_requests with mean bid_floor 30.3; 7 sessions in app 'com.mobilityware.MahjongSolitaire', 164 ad_requests with mean bid_floor 27.4; 13 sessions in app 'com.mobilityware.PyramidFree', 430 ad_requests with mean bid_floor 14.2, 1 impressions of adomain 'pluto.tv' with mean price 0.3, 1 impressions of adomain 'tubitv.com' with mean price 3.0; 3 sessions in app 'com.mobilityware.Spades', 99 ad_requests with mean bid_floor 14.0; 3 sessions in app 'com.mobilityware.spider', 108 ad_requests with mean bid_floor 16.0; 119 sessions in app 'com.mx.ringtone.pro', 212 ad_requests with mean bid_floor 0.1, 4 impressions of adomain 'audible.com' with mean price 0.5, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.6, 1 impressions of adomain 'learnings.ai' with mean price 0.9, 2 impressions of adomain 'omnihome.app' with mean price 0.4, 4 impressions of adomain 'pluto.tv' with mean price 0.5, 1 impressions of adomain 'weather.com' with mean price 0.5, 1 impressions of adomain 'wsj.com' with mean price 0.6; 10 sessions in app 'com.solitarie.card.regal.game', 76 ad_requests with mean bid_floor 4.0; 4 sessions in app 'com.tripledot.solitaire', 437 ad_requests with mean bid_floor 7.1, 1 impressions of adomain 'alenusa.com' with mean price 1.8, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'excedrin.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.6; 3 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.vitastudio.mahjong', 0 ad_requests with mean bid_floor 0.0; 9 sessions in app 'in.daily_puzzle.crossword', 118 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'walgreens.com' with mean price 0.6; 6 sessions in app 'in.playsimple.tripcross', 178 ad_requests with mean bid_floor 8.0; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 13.5; 2 sessions in app 'loppipoppi.dominoes', 61 ad_requests with mean bid_floor 15.5, 1 impressions of adomain 'paxlovid.com' with mean price 0.9; 7 sessions in app 'pyramid.solitaire.classic.saga.tripeaks.egypt.free.cardgame', 19 ad_requests with mean bid_floor 2.8; 9 sessions in app 'solitaire.classicgame.klondike.solitaire.freecard', 31 ad_requests with mean bid_floor 0.9; 2 sessions in app 'spider.classic.solitaire.card.pgmaker', 5 ad_requests with mean bid_floor 13.8, 1 impressions of adomain 'amazon.com' with mean price 0.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-10 22:39:20;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 1;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.338475087816957;partition is 662
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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 'cfa0168c-11c7-4cfe-b1ba-3d4f1a2fd457';uuid is '10e55b40-2790-4a22-8478-9b7f1bd131e4';bid_timestamp is '2024-12-30 23:12:45';device_id is 'cfa0168c-11c7-4cfe-b1ba-3d4f1a2fd457';biddate is '2024-12-30';country is 'USA';app is 'com.paint.by.numbers.coloring.pages.blend.coloring';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 6.29257575317653;target_cpi is 2;campaign is 57737;creative_id is 228773;session_duration is 0 ;seller_name is 'Fancy Games Studio';seller_id is 405;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 21.769352;placement_historical_value is 5.542599;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 188779 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.01;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 1363766;hour is '2024-12-30 23:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[11 sessions in app 'at.ner.SolitaireKlondike', 16 ad_requests with mean bid_floor 43.2; 1 sessions in app 'com.SaltCastleStudio.SodaInc', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.art.pixel.beauty.girl.games.paint.color.by.numbers', 8 ad_requests with mean bid_floor 1.0; 1 sessions in app 'com.art.pixel.pet.games.paint.color.by.numbers', 6 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.art.pixel.travel.games.paint.color.by.numbers', 5 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.artlife.color.number.coloring.book', 5 ad_requests with mean bid_floor 28.3; 1 sessions in app 'com.artlife.coloringbook', 1 ad_requests with mean bid_floor 62.2; 1 sessions in app 'com.color.by.numbers.dark.coloring.pages', 3 ad_requests with mean bid_floor 0.1; 2 sessions in app 'com.coloring.book.color.by.numbers.painting', 45 ad_requests with mean bid_floor 6.3, 1 impressions of adomain 'amazon.com' with mean price 0.3; 1 sessions in app 'com.coloring.book.coloring.game.paint.by.number.color.page', 7 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.coloring.games.color.by.numbers', 25 ad_requests with mean bid_floor 3.6; 2 sessions in app 'com.coloring.games.paint.by.number.magic.color', 26 ad_requests with mean bid_floor 5.1; 2 sessions in app 'com.coloring.pages.color.games.by.number', 8 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.cooking.world.chef.craze.restaurant.fever.free', 3 ad_requests with mean bid_floor 0.0; 31 sessions in app 'com.farmadventure.global', 1113 ad_requests with mean bid_floor 58.3; 6 sessions in app 'com.free.drawing.coloring.book.paint.by.number', 339 ad_requests with mean bid_floor 1.9, 1 clicks of adomain 'textnow.com', 3 impressions of adomain 'textnow.com' with mean price 6.3; 1 sessions in app 'com.halloween.wednesday.addams.horror', 1 ad_requests with mean bid_floor 4.5; 3 sessions in app 'com.matchington.mansion', 10 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.mintgames.adultcoloring', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.mintgames.fancycolorpro', 2 ad_requests with mean bid_floor 0.0; 23 sessions in app 'com.paint.by.number.pixel.art.coloring.pages', 750 ad_requests with mean bid_floor 4.7; 22 sessions in app 'com.paint.by.numbers.color.fun', 1137 ad_requests with mean bid_floor 0.9, 1 clicks of adomain '5252slot.com', 1 impressions of adomain '5252slot.com' with mean price 1.8, 1 impressions of adomain 'bigautosavings.com' with mean price 1.7, 2 impressions of adomain 'dnamobileapps.com' with mean price 7.2, 1 clicks of adomain 'dnamobileapps.com', 1 impressions of adomain 'exmox.com' with mean price 2.2, 1 clicks of adomain 'exmox.com', 2 clicks of adomain 'goodjobgames.com', 3 impressions of adomain 'goodjobgames.com' with mean price 2.4, 1 impressions of adomain 'hims.com' with mean price 2.4, 1 clicks of adomain 'intuit.com', 2 impressions of adomain 'intuit.com' with mean price 2.6, 1 clicks of adomain 'mobilityware.com', 1 impressions of adomain 'mobilityware.com' with mean price 5.5, 5 impressions of adomain 'newpub.co' with mean price 2.4, 6 clicks of adomain 'newpub.co', 2 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'oakevergames.com' with mean price 10.9, 1 clicks of adomain 'squareup.com', 1 impressions of adomain 'squareup.com' with mean price 2.8, 8 clicks of adomain 'textnow.com', 9 impressions of adomain 'textnow.com' with mean price 4.9; 1 sessions in app 'com.paint.by.numbers.coloring.book.theme.joker', 7 ad_requests with mean bid_floor 3.5; 8 sessions in app 'com.paint.by.numbers.coloring.pages.blend.coloring', 417 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'HealthWellnessJournal.com' with mean price 12.7, 1 clicks of adomain 'everydaywinner.net', 1 impressions of adomain 'everydaywinner.net' with mean price 3.1, 1 clicks of adomain 'powerplay.studio', 1 impressions of adomain 'powerplay.studio' with mean price 5.6, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'textnow.com' with mean price 3.9; 1 sessions in app 'com.paint.coloring.book.sexy.adult.color.number', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.peoplefun.wordsearch', 23 ad_requests with mean bid_floor 13.7; 1 sessions in app 'com.pixel.art.coloring.color.number.paint.skull', 6 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.tripledot.petcafe', 20 ad_requests with mean bid_floor 24.9; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 2.5; 3 sessions in app 'word.search.cross.games', 59 ad_requests with mean bid_floor 18.9];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 52;channel is 'USA/V/bidmachine/com.paint.by.numbers.coloring.pages.blend.coloring/True/405';time_since_click_in_hours is 379;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.672219132635049;partition is 662
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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 '36e2b301-6b8f-432b-90d0-4901dba19d14';uuid is '99c74377-52f6-4fa7-9f93-e67127b4bb84';bid_timestamp is '2025-01-31 7:31:43';device_id is '36e2b301-6b8f-432b-90d0-4901dba19d14';biddate is '2025-01-31';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 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 21.2;placement_historical_value is 4.56232499999999;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 520773 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 12;prior_tag_clicks_count is 4 ;time_since_click is 617279;hour is '2025-01-31 07:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 50 ad_requests with mean bid_floor 66.6; 1 sessions in app 'com.VoxwellGames.PizzaTowerIdleTycoon', 34 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.animalzoo.upgradeup.game', 2 ad_requests with mean bid_floor 5.2; 75 sessions in app 'com.blackout.spades', 75650 ad_requests with mean bid_floor 29.1, 2 impressions of adomain '1stchoice.org' with mean price 0.4, 8 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 5 impressions of adomain 'coned.com' with mean price 0.9, 1 impressions of adomain 'dexcom.com' with mean price 1.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 3 impressions of adomain 'edgeparkcgm.com' with mean price 3.0, 1 impressions of adomain 'entergy.com' with mean price 0.7, 7 impressions of adomain 'foxroach.com' with mean price 1.1, 2 impressions of adomain 'gvokeglucagon.com' with mean price 1.2, 1 impressions of adomain 'jcpenney.com' with mean price 3.0, 37 impressions of adomain 'macys.com' with mean price 4.9, 2 impressions of adomain 'medscape.org' with mean price 2.0, 1 clicks of adomain 'michaels.com', 1 impressions of adomain 'michaels.com' with mean price 3.8, 5 impressions of adomain 'nervshows.com' with mean price 0.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 2.5, 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 2.1, 2 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 3.5, 5 impressions of adomain 'oceanonlinecasino.com' with mean price 0.8, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'peacocktv.com' with mean price 0.4, 2 impressions of adomain 'preventiongenetics.com' with mean price 3.7, 1 impressions of adomain 'qutenzahcp.com' with mean price 1.2, 1 impressions of adomain 'salonziba.com' with mean price 0.4, 2 impressions of adomain 'samhsa.gov' with mean price 4.0, 1 impressions of adomain 'sharecare.com' with mean price 0.9, 1 clicks of adomain 'snapchat.com', 4 impressions of adomain 'snapchat.com' with mean price 5.4, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 1.9, 2 impressions of adomain 'tiktok.com' with mean price 2.9, 3 impressions of adomain 'windcreek.com' with mean price 1.3, 5 impressions of adomain 'wkkellogg.com' with mean price 0.4, 1 impressions of adomain 'youtube.com' with mean price 1.0; 26 sessions in app 'com.easybrain.sudoku.android', 4913 ad_requests with mean bid_floor 8.9, 3 impressions of adomain 'Sublocade.com' with mean price 0.5, 9 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'chase.com' with mean price 0.3, 1 impressions of adomain 'dairyqueen.com' with mean price 0.7, 4 impressions of adomain 'dickssportinggoods.com' with mean price 7.8, 12 impressions of adomain 'doubleclick.net' with mean price 0.2, 3 impressions of adomain 'duracell.com' with mean price 0.2, 1 impressions of adomain 'epson.com' with mean price 0.2, 1 impressions of adomain 'goodfoods.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.2, 1 clicks of adomain 'macys.com', 1 impressions of adomain 'macys.com' with mean price 8.1, 1 impressions of adomain 'media-px.com' with mean price 0.2, 1 impressions of adomain 'medscape.com' with mean price 0.3, 1 impressions of adomain 'nj.betrivers.com' with mean price 0.1, 1 impressions of adomain 'paypal.com' with mean price 0.3, 1 impressions of adomain 'polkaudio.com' with mean price 0.1, 1 impressions of adomain 'rubensteinlaw.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.2, 15 impressions of adomain 'sharecare.com' with mean price 0.5, 1 impressions of adomain 'soundofprofound.com' with mean price 0.4, 2 impressions of adomain 'torkusa.com' with mean price 0.1, 1 impressions of adomain 'truqap.com' with mean price 0.7, 31 impressions of adomain 'verizonwireless.com' with mean price 0.2, 1 impressions of adomain 'visitnj.org' with mean price 0.1, 3 impressions of adomain 'walgreens.com' with mean price 0.3, 1 impressions of adomain 'zoryve.com' with mean price 0.5; 25 sessions in app 'com.newpubco.spades', 10682 ad_requests with mean bid_floor 17.9, 77 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'amba.info' with mean price 0.8, 1 impressions of adomain 'americandream.com' with mean price 0.5, 2 impressions of adomain 'anthropologie.com' with mean price 0.3, 5 impressions of adomain 'bestbuy.com' with mean price 0.5, 1 impressions of adomain 'broadviewseniorliving.org' with mean price 1.1, 2 impressions of adomain 'brookfieldproperties.com' with mean price 0.6, 1 impressions of adomain 'brother-usa.com' with mean price 0.3, 3 impressions of adomain 'casino.fanduel.com' with mean price 2.3, 1 impressions of adomain 'catalyst.com' with mean price 1.0, 2 impressions of adomain 'cloverhealth.com' with mean price 1.7, 12 impressions of adomain 'coca-cola.com' with mean price 0.2, 3 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 1 impressions of adomain 'coned.com' with mean price 0.7, 1 impressions of adomain 'continentaltire.com' with mean price 1.5, 1 impressions of adomain 'contravehcp.com' with mean price 0.6, 3 impressions of adomain 'dickssportinggoods.com' with mean price 0.5, 1 impressions of adomain 'discovery.com' with mean price 0.6, 1 impressions of adomain 'express.com' with mean price 0.6, 1 impressions of adomain 'eyleahd.com' with mean price 0.8, 5 impressions of adomain 'fairmont.com' with mean price 0.4, 22 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'fla-keys.com' with mean price 0.5, 5 impressions of adomain 'foxroach.com' with mean price 1.0, 6 impressions of adomain 'foxtrailmemorycare.com' with mean price 0.4, 1 impressions of adomain 'ghirardelli.com' with mean price 0.3, 1 impressions of adomain 'go.ingredion.com' with mean price 0.5, 2 impressions of adomain 'google.com' with mean price 2.1, 16 impressions of adomain 'grainger.com' with mean price 0.7, 8 impressions of adomain 'haleon.com' with mean price 0.8, 1 impressions of adomain 'happyvalley.com' with mean price 1.6, 1 impressions of adomain 'homespotter.com' with mean price 0.6, 1 impressions of adomain 'honest.com' with mean price 5.6, 2 impressions of adomain 'hyundaiusa.com' with mean price 0.6, 6 impressions of adomain 'iwgplc.com' with mean price 0.4, 9 impressions of adomain 'jcpenney.com' with mean price 4.7, 3 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'linkedin.com' with mean price 1.1, 1 impressions of adomain 'mavis.com' with mean price 0.7, 1 impressions of adomain 'njrhomeservices.com' with mean price 0.3, 7 impressions of adomain 'njtransit.com' with mean price 0.4, 6 impressions of adomain 'nutrafol.com' with mean price 1.3, 1 impressions of adomain 'nyulangone.org' with mean price 0.7, 3 impressions of adomain 'oattravel.com' with mean price 0.9, 6 impressions of adomain 'paramountplus.com' with mean price 0.7, 6 impressions of adomain 'poconomountains.com' with mean price 1.7, 4 impressions of adomain 'prestigebrands.com' with mean price 0.5, 2 impressions of adomain 'puffco.com' with mean price 0.9, 7 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'shell.com' with mean price 0.4, 4 impressions of adomain 'smartypantsvitamins.com' with mean price 0.3, 1 impressions of adomain 'spectrum.com' with mean price 0.8, 1 impressions of adomain 'theralogix.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 0.6, 6 impressions of adomain 'ups.com' with mean price 0.8, 1 impressions of adomain 'vbotickets.com' with mean price 0.6, 7 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'windcreek.com' with mean price 0.8, 3 impressions of adomain 'wkkellogg.com' with mean price 0.3, 20 impressions of adomain 'worldwidefloors.com' with mean price 0.7, 8 impressions of adomain 'worryfree.pseg.com' with mean price 1.2, 39 impressions of adomain 'xifaxan.com' with mean price 1.8, 1 impressions of adomain 'yanmartractor.com' with mean price 1.6, 1 impressions of adomain 'zscaler.com' with mean price 1.2; 1 sessions in app 'com.pd.screw', 21 ad_requests with mean bid_floor 12.7; 1 sessions in app 'com.pdfreader.pdfpoint', 3 ad_requests with mean bid_floor 4.8; 2 sessions in app 'com.peoplefun.wordcross', 7 ad_requests with mean bid_floor 7.8; 1 sessions in app 'com.playvalve.solitaire', 5 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 11.3; 2 sessions in app 'com.tripledot.solitaire', 8 ad_requests with mean bid_floor 4.3; 3 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 6.1; 2 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 6.3; 19 sessions in app 'in.playsimple.wordtrip', 40 ad_requests with mean bid_floor 15.5; 1 sessions in app 'pdfreader.pdfviewer.officetool.pdfscanner', 2 ad_requests with mean bid_floor 99.2; 1 sessions in app 'sudoku.puzzle.math.games', 4 ad_requests with mean bid_floor 57.8];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-02-01 22:48:17;dc_15roundended_before_d8_timestamp is 45689.7892939815;ag_retention_d1_timestamp is 2025-01-31 7:38:37;0_timestamp is 2025-01-31 7:38:37;time_since_impression_in_hours is 144;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 171;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.866707213591838;partition is 62
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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 'a8eee57f-599f-4d31-ad42-967a81594a0b';uuid is 'bbabbcbb-84c8-4712-b0e3-92df09ab3254';bid_timestamp is '2025-01-11 1:37:01';device_id is 'a8eee57f-599f-4d31-ad42-967a81594a0b';biddate is '2025-01-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 11.8381904974791;target_cpi is 1.65576903807058;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 25.44;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 604894 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.12;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 604968;hour is '2025-01-11 01:00:00+00:00';day_of_week is '5';os_version is 15;user_behavior is :[1 sessions in app 'com.BallGames.Woodturning', 24 ad_requests with mean bid_floor 16.7, 2 impressions of adomain 'olay.com' with mean price 0.6, 1 impressions of adomain 'taxact.com' with mean price 0.3; 1 sessions in app 'com.JaddZayed.GuessTheDrawing', 4 ad_requests with mean bid_floor 10.1; 44 sessions in app 'com.blackout.spades', 62930 ad_requests with mean bid_floor 26.5, 1 impressions of adomain 'admile.com' with mean price 0.4, 25 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'appquantum.com' with mean price 0.1, 2 impressions of adomain 'bidease.com' with mean price 0.1, 1 impressions of adomain 'bidease.com_101931' with mean price 0.3, 2 impressions of adomain 'bumble.com' with mean price 2.4, 1 impressions of adomain 'capvaxive.com' with mean price 0.3, 1 impressions of adomain 'centurygame.com' with mean price 3.3, 4 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'crosscountrymortgage.com' with mean price 0.2, 4 impressions of adomain 'depend.com' with mean price 0.3, 7 impressions of adomain 'disneyplus.com' with mean price 0.5, 2 impressions of adomain 'epson.com' with mean price 0.0, 1 impressions of adomain 'ghirardelli.com' with mean price 0.2, 1 impressions of adomain 'gvokeglucagon.com' with mean price 1.2, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.2, 1 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 5 impressions of adomain 'marcus.com' with mean price 0.1, 5 impressions of adomain 'mcdonalds.com' with mean price 0.1, 2 impressions of adomain 'mikmak.tv' with mean price 0.6, 2 impressions of adomain 'mistplay.com' with mean price 0.1, 4 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'ndsu.edu' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 15 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'pentlyconger.com' with mean price 0.1, 3 impressions of adomain 'playrix.com' with mean price 50.1, 10 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'portoflosangeles.org' with mean price 0.5, 1 impressions of adomain 'premierprotein.com' with mean price 3.1, 6 impressions of adomain 'pro.campus.sanofi' with mean price 1.3, 1 impressions of adomain 'proactiv.com' with mean price 0.8, 11 impressions of adomain 'productmadness.com' with mean price 0.1, 12 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'pull-ups.com' with mean price 0.2, 1 impressions of adomain 'qcasinoandresort.com' with mean price 0.3, 4 impressions of adomain 'roblox.com' with mean price 0.1, 14 impressions of adomain 'rocketmortgage.com' with mean price 0.8, 4 impressions of adomain 'samhsa.gov' with mean price 0.4, 2 impressions of adomain 'samsung.com' with mean price 1.1, 1 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'scarletpearlcasino.com' with mean price 0.2, 1 impressions of adomain 'scorewarrior.com' with mean price 0.1, 2 impressions of adomain 'signup.rocketmoney.com' with mean price 0.1, 5 impressions of adomain 'smuckers.com' with mean price 5.9, 19 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'thedisneybundle.com' with mean price 0.4, 2 impressions of adomain 'truecaller.com' with mean price 0.1, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'vsp.com' with mean price 0.3, 2 impressions of adomain 'vyvgart.com' with mean price 0.3, 5 impressions of adomain 'walgreens.com' with mean price 0.7, 37 impressions of adomain 'walmart.com' with mean price 0.2, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2; 3 sessions in app 'com.dxx.firenow', 452 ad_requests with mean bid_floor 165.5; 1 sessions in app 'com.ea.gp.maddennfl21mobile', 12 ad_requests with mean bid_floor 96.1; 1 sessions in app 'com.gjg.colorfill3d', 19 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.ig.screw.puzzle.nuts.botls', 8 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.jctswbglsm.SwipeAway', 8 ad_requests with mean bid_floor 7.3; 2 sessions in app 'com.peoplefun.wordcross', 12 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.tapped.flipdunk', 12 ad_requests with mean bid_floor 42.8; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.9; 2 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 5.0; 1 sessions in app 'games.vaveda.militaryoverturn', 31 ad_requests with mean bid_floor 187.1; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 18.0; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 13.2; 2 sessions in app 'io.voodoo.holeio', 635 ad_requests with mean bid_floor 29.1, 31 impressions of adomain 'bk.com' with mean price 0.4, 1 impressions of adomain 'handsoffmyrewards.com' with mean price 0.8, 2 impressions of adomain 'paxlovid.com' with mean price 0.7, 2 impressions of adomain 'playrix.com' with mean price 4.5, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.8, 1 impressions of adomain 'rocketmortgage.com' with mean price 1.0, 1 impressions of adomain 'royness.com' with mean price 0.6; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.3];dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-13 22:08:00;dc_15roundended_before_d8_timestamp is 45669.7097916667;ag_retention_d1_timestamp is 2025-01-11 1:41:48;0_timestamp is 2025-01-11 1:41:48;time_since_impression_in_hours is 168;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 168;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.377101079484485;partition is 1003
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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 'e4a022f1-6a27-402a-bec5-de1bdd28556c';uuid is '444f38b4-8f94-474c-a4d1-10e5ead5474e';bid_timestamp is '2025-01-18 4:02:02';device_id is 'e4a022f1-6a27-402a-bec5-de1bdd28556c';biddate is '2025-01-18';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 7.7404226773541;target_cpi is 12.057406606191;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 44.166667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 5024 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.73;prior_theme_impressions_count is 14;prior_tag_clicks_count is 9 ;time_since_click is 5013;hour is '2025-01-18 04:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior is :[7 sessions in app 'com.fiogonia.dominoes', 1649 ad_requests with mean bid_floor 36.9; 1 sessions in app 'com.metropcs.metrozone', 21 ad_requests with mean bid_floor 76.5; 184 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 13887 ad_requests with mean bid_floor 12.3, 2 clicks of adomain 'bestplay.app', 2 impressions of adomain 'bestplay.app' with mean price 6.9, 1 clicks of adomain 'bigautosavings.com', 2 impressions of adomain 'bigautosavings.com' with mean price 2.5, 1 impressions of adomain 'chime.com' with mean price 1.9, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'culturelle.com' with mean price 0.5, 1 impressions of adomain 'fruit-gaming.com' with mean price 3.1, 20 impressions of adomain 'healthprimal.com' with mean price 3.5, 10 clicks of adomain 'healthprimal.com', 3 impressions of adomain 'healthsmart24.com' with mean price 3.8, 1 impressions of adomain 'intuit.com' with mean price 3.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 6 impressions of adomain 'newpub.co' with mean price 3.9, 6 clicks of adomain 'newpub.co', 7 impressions of adomain 'newpub.co/spades' with mean price 6.0, 7 clicks of adomain 'newpub.co/spades', 8 clicks of adomain 'oakevergames.com', 9 impressions of adomain 'oakevergames.com' with mean price 2.4, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 2.2, 1 clicks of adomain 'squareup.com', 1 impressions of adomain 'squareup.com' with mean price 2.4, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 3.5, 1 clicks of adomain 'textnow.com', 3 impressions of adomain 'textnow.com' with mean price 2.8, 12 clicks of adomain 'tubitv.com', 13 impressions of adomain 'tubitv.com' with mean price 2.6, 2 clicks of adomain 'welloflife.com', 4 impressions of adomain 'welloflife.com' with mean price 5.3; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 8.9; 1 sessions in app 'com.trustedapp.filerecovery.photo.recovery', 1 ad_requests with mean bid_floor 130.0; 1 sessions in app 'in.crossy.daily_crossword', 3 ad_requests with mean bid_floor 9.8; 2 sessions in app 'in.playsimple.wordtrip', 11 ad_requests with mean bid_floor 6.7];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 1;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 1;fast_imp_12h is 3;fast_click_2h is 2;rnd is 0.900504430553242;partition is 1003
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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 '55779e90-097e-4630-b26e-e75d4efb436c';uuid is '9f8ecf64-5f7d-4cf6-a953-740ad0a27419';bid_timestamp is '2025-02-09 11:17:04';device_id is '55779e90-097e-4630-b26e-e75d4efb436c';biddate is '2025-02-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 31.7982143630397;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 1 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 35577202 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 3.05;prior_theme_impressions_count is 6;prior_tag_clicks_count is 8 ;time_since_click is 35577189;hour is '2025-02-09 11:00:00+00:00';day_of_week is '6';os_version is 9;user_behavior is :[2 sessions in app 'com.blackout.spades', 175 ad_requests with mean bid_floor 32.1, 3 impressions of adomain 'offerhives.com' with mean price 1.3, 1 impressions of adomain 'ultimahealth.com' with mean price 6.3; 2 sessions in app 'com.miniclip.eightballpool', 13 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 5.0];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 11:24:47;time_since_impression_in_hours is 9882;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 9883;fast_imp_12h is 4;fast_click_2h is 1;rnd is 0.781542727818775;partition is 2900
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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 '1ed5c82c-7d7c-4164-9823-2c0d49c723a7';uuid is '2edaaedc-ec14-44d0-a69a-02afd5698dbb';bid_timestamp is '2025-02-08 1:35:15';device_id is '1ed5c82c-7d7c-4164-9823-2c0d49c723a7';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 67.0380489145548;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 25.44;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1.96;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-08 01:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[6 sessions in app 'com.blackout.spades', 121 ad_requests with mean bid_floor 14.9, 3 impressions of adomain 'amazon.com' with mean price 0.8, 3 impressions of adomain 'offerhives.com' with mean price 1.4; 6 sessions in app 'com.staplegames.dice', 15 ad_requests with mean bid_floor 54.5; 1 sessions in app 'games.vaveda.militaryoverturn', 1 ad_requests with mean bid_floor 5.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 1:39:09;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 0.801903117803215;partition is 1484
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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 '083c0a0d-b508-4051-9fec-0a6aef06d7fa';uuid is '77847a3d-551e-40ca-b2bc-15748a88c57c';bid_timestamp is '2025-01-01 13:17:14';device_id is '083c0a0d-b508-4051-9fec-0a6aef06d7fa';biddate is '2025-01-01';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 18.1261347149956;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 4.962 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 4.962;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.06;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-01 13:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[1 sessions in app 'com.americasbestpics', 1 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.apalon.myclockfree', 17 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.art.pixel.bible.games.paint.color.by.numbers', 8 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.block.game.jigsaw.puzzles', 2 ad_requests with mean bid_floor 5.3; 125 sessions in app 'com.cheri.meet.friends.date.chat', 353 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.coloring.game.black.app.by.number', 9 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.controlcenter.iosmexa', 2 ad_requests with mean bid_floor 55.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.fvd.video.videodownloader', 33 ad_requests with mean bid_floor 100.1; 1 sessions in app 'com.grownapp.iptvplayer', 2 ad_requests with mean bid_floor 5.2; 227 sessions in app 'com.hugmi.meet.friends.love.chat', 1438 ad_requests with mean bid_floor 9.1; 1 sessions in app 'com.inspiredsquare.jupiter1', 11 ad_requests with mean bid_floor 12.5; 1 sessions in app 'com.intensedev.biblesolitaire.gp', 19 ad_requests with mean bid_floor 2.8; 4 sessions in app 'com.klondike.solitaire.girls.puzzle.card', 85 ad_requests with mean bid_floor 2.7, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'aveeno.com' with mean price 0.4, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 2 sessions in app 'com.newpubco.klondikesolitaire', 28 ad_requests with mean bid_floor 2.8, 1 impressions of adomain 'combe.com' with mean price 0.6, 1 impressions of adomain 'subaru.com' with mean price 0.3; 1 sessions in app 'com.os.airforce', 41 ad_requests with mean bid_floor 125.0; 2 sessions in app 'com.quickcash.gurujiapps', 26 ad_requests with mean bid_floor 17.0; 3 sessions in app 'com.scannerradio', 9 ad_requests with mean bid_floor 21.6; 14 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 450 ad_requests with mean bid_floor 12.3, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 15.4, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 6.7, 1 impressions of adomain 'tech.pokergaga.net' with mean price 10.5; 1 sessions in app 'com.taggedapp', 16 ad_requests with mean bid_floor 9.2; 1 sessions in app 'com.tripledot.solitaire', 7 ad_requests with mean bid_floor 6.2; 2 sessions in app 'com.tunecho.music', 16 ad_requests with mean bid_floor 0.2; 2 sessions in app 'com.wildcard.spadespop', 26 ad_requests with mean bid_floor 17.3; 3 sessions in app 'in.playsimple.wordtrip', 25 ad_requests with mean bid_floor 16.7; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 10.9];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 2025-01-01 13:20:57;0_timestamp is 2025-01-01 13:20:57;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.34892007912628;partition is 2428
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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 'f597eb36-ec25-4f2b-b182-104f4b8f0103';uuid is 'e7fe542b-85a8-4127-84da-15801724f83f';bid_timestamp is '2025-01-15 4:44:28';device_id is 'f597eb36-ec25-4f2b-b182-104f4b8f0103';biddate is '2025-01-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 12.1475874250473;target_cpi is 1.15680868888583;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.6112;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 307289 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.93;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 307283;hour is '2025-01-15 04:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[1 sessions in app 'com.GAG.GripandGo', 116 ad_requests with mean bid_floor 17.2; 6 sessions in app 'com.blackout.spades', 1946 ad_requests with mean bid_floor 30.7, 3 impressions of adomain 'amazon.com' with mean price 0.8, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 12.2, 1 impressions of adomain 'scotiabank.com' with mean price 0.4, 1 impressions of adomain 'virginiahousing.com' with mean price 0.9; 2 sessions in app 'com.newpubco.spades', 26 ad_requests with mean bid_floor 7.0, 1 impressions of adomain 'starbucks.com' with mean price 1.0, 2 impressions of adomain 'subaru.com' with mean price 0.3; 3 sessions in app 'com.peoplefun.wordcross', 29 ad_requests with mean bid_floor 6.2; 2 sessions in app 'com.slinggames.raccrass', 19 ad_requests with mean bid_floor 5.2; 12 sessions in app 'solitaire.collection.klondike.card.games.free.game', 165 ad_requests with mean bid_floor 1.4, 6 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'eastfalls.jefferson.edu' with mean price 0.6, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.0, 2 impressions of adomain 'paramountplus.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 2025-01-15 4:50:38;time_since_impression_in_hours is 85;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 85;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.619458915501906;partition is 2688
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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 '45e12e1d-d4ca-4839-b78a-81a8fe2d471b';uuid is '59c08f68-563b-4c8d-a152-ba6a97772bcb';bid_timestamp is '2025-01-11 14:06:25';device_id is '45e12e1d-d4ca-4839-b78a-81a8fe2d471b';biddate is '2025-01-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 30.7928407198883;target_cpi is 1.21359437139394;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 59.36;placement_historical_value is 60.496931;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 201901 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.95;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 201868;hour is '2025-01-11 14:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[5 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 36 ad_requests with mean bid_floor 5.0, 1 impressions of adomain 'huggies.com' with mean price 0.4; 9 sessions in app 'com.blackout.spades', 220 ad_requests with mean bid_floor 28.3, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 30.8; 1 sessions in app 'com.breakingnewsbrief.app', 2 ad_requests with mean bid_floor 7.1; 2 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 133 ad_requests with mean bid_floor 15.2, 1 clicks of adomain 'casino.draftkings.com', 1 impressions of adomain 'casino.draftkings.com' with mean price 30.4, 2 impressions of adomain 'jonesvillelumber.com' with mean price 1.6, 1 impressions of adomain 'meijer.com' with mean price 2.1, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 28.6, 1 impressions of adomain 'tiktok.com' with mean price 1.7; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 8.0; 22 sessions in app 'com.handmark.expressweather', 60 ad_requests with mean bid_floor 70.0; 1 sessions in app 'com.healthassistant.bloodtrack.monitor', 120 ad_requests with mean bid_floor 6.3; 4 sessions in app 'com.intensedev.classicsolitaire.gp', 101 ad_requests with mean bid_floor 136.9; 10 sessions in app 'com.king.candycrushsodasaga', 77 ad_requests with mean bid_floor 50.3; 4 sessions in app 'com.mahjong.op.gp', 34 ad_requests with mean bid_floor 21.8; 12 sessions in app 'com.newpubco.spades', 341 ad_requests with mean bid_floor 12.4, 8 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'aretis.com' with mean price 1.1, 2 impressions of adomain 'bobevans.com' with mean price 0.5, 1 impressions of adomain 'discover.com' with mean price 0.9, 1 impressions of adomain 'goldennugget.com' with mean price 27.6, 1 impressions of adomain 'lifetimebrands.com' with mean price 0.9, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'miebo.com' with mean price 0.8, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.8, 1 impressions of adomain 'oldspice.com' with mean price 0.8, 1 impressions of adomain 'purina.com' with mean price 0.5, 1 impressions of adomain 'sakrete.com' with mean price 1.0, 4 impressions of adomain 'subaru.com' with mean price 0.6, 1 impressions of adomain 'truvia.com' with mean price 2.0; 1 sessions in app 'com.playvalve.solitaire', 22 ad_requests with mean bid_floor 50.1; 3 sessions in app 'com.solitaire.cards.deluxe', 25 ad_requests with mean bid_floor 1.2, 1 impressions of adomain 'albert.com' with mean price 0.9, 1 impressions of adomain 'pentlyconger.com' with mean price 0.6; 3 sessions in app 'com.solitarie.card.regal.game', 40 ad_requests with mean bid_floor 18.4; 5 sessions in app 'com.tripledot.solitaire', 164 ad_requests with mean bid_floor 19.5; 2 sessions in app 'com.vitastudio.mahjong', 61 ad_requests with mean bid_floor 31.2; 2 sessions in app 'easy.launcher', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 5.1; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 6.3; 3 sessions in app 'od_16130', 0 ad_requests with mean bid_floor 0.0; 39 sessions in app 'yu.neo.cleanse', 6089 ad_requests with mean bid_floor 13.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45675.711400463;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-11 14:14:16;time_since_impression_in_hours is 56;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 56;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.828390957894512;partition is 4035
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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 'e269d348-9b8b-482e-ae2b-1450ea7f36e6';uuid is '3a92053a-f78f-4978-85f5-1e46a7b42234';bid_timestamp is '2024-12-22 18:17:54';device_id is 'e269d348-9b8b-482e-ae2b-1450ea7f36e6';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 23.619263279161;target_cpi is 5.16850738546694;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 6.784;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 29203923 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.93;prior_theme_impressions_count is 12;prior_tag_clicks_count is 3 ;time_since_click is 29203921;hour is '2024-12-22 18:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior is :[84 sessions in app 'com.LoopGames.Domino', 6471 ad_requests with mean bid_floor 5.0, 13 impressions of adomain 'textnow.com' with mean price 9.0; 78 sessions in app 'com.blackout.spades', 13946 ad_requests with mean bid_floor 29.1, 11 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'humann.com' with mean price 0.6, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.8, 1 impressions of adomain 'morganandco.com' with mean price 1.0, 1 impressions of adomain 'mycyberdefensehq.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.7, 3 impressions of adomain 'onceuponachild.com' with mean price 1.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'paulmitchell.com' with mean price 0.5, 1 impressions of adomain 'pentlyconger.com' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.8, 1 impressions of adomain 'winstar.com' with mean price 0.7; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 6.1; 2 sessions in app 'com.manik.words', 32 ad_requests with mean bid_floor 2.3; 24 sessions in app 'com.miniclip.eightballpool', 288 ad_requests with mean bid_floor 2.4, 2 clicks of adomain 'click2win4life.com', 2 impressions of adomain 'click2win4life.com' with mean price 21.8, 1 impressions of adomain 'prizestash.com' with mean price 28.5; 4 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 9.8; 10 sessions in app 'kjv.bible.kingjamesbible', 20 ad_requests with mean bid_floor 0.3; 49 sessions in app 'onetap.game.tictactoe', 266 ad_requests with mean bid_floor 10.6; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 12.3; 7 sessions in app 'ru.skillcap.dominoes', 380 ad_requests with mean bid_floor 40.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45649.7916782407;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-22 20:11:31;time_since_impression_in_hours is 8112;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 8112;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.982645014136538;partition is 3670
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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 '2c139825-5fe2-47de-98f7-fc9b532950b8';uuid is '1b00ebc0-2d59-45c3-908a-50e753d91164';bid_timestamp is '2024-12-13 0:00:29';device_id is '2c139825-5fe2-47de-98f7-fc9b532950b8';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 46.6866822574938;target_cpi is 5.66016245344797;campaign is 57540;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 25.44;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 26224102 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.95;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 27654551;hour is '2024-12-13 00:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[2 sessions in app 'com.Youknowme.getoptimalscheme', 29 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.blackout.spades', 268 ad_requests with mean bid_floor 28.9; 2 sessions in app 'com.blast17.fruitdc', 10 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.handmark.expressweather', 10 ad_requests with mean bid_floor 62.0; 2 sessions in app 'com.klambox', 179 ad_requests with mean bid_floor 18.2; 17 sessions in app 'com.miniclip.eightballpool', 150 ad_requests with mean bid_floor 6.5; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 14.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 0:03:26;time_since_impression_in_hours is 7284;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 7682;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.104763582741218;partition is 384
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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 'b010df8c-7dd4-4c06-b4d7-ede93fa0cd5f';uuid is '184436d2-a89d-49cd-a0dc-ee8c4a47ffe4';bid_timestamp is '2024-12-20 22:25:01';device_id is 'b010df8c-7dd4-4c06-b4d7-ede93fa0cd5f';biddate is '2024-12-20';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 25.5769111216068;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 20.9865 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 20.9865;prior_tag_impressions_count is 4 ;time_since_impression is 30755870 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.97;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is 30980014;hour is '2024-12-20 22:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'com.RealGC.eurobus', 2 ad_requests with mean bid_floor 0.0; 10 sessions in app 'com.blackout.spades', 2159 ad_requests with mean bid_floor 36.0, 3 impressions of adomain 'allegra.com' with mean price 0.7, 10 impressions of adomain 'amazon.com' with mean price 0.8, 6 impressions of adomain 'bolegames.com' with mean price 0.4, 1 impressions of adomain 'checkout51.com' with mean price 0.3, 1 impressions of adomain 'mainlandtool.com' with mean price 0.4, 1 impressions of adomain 'meneses.law' with mean price 0.4, 1 impressions of adomain 'morganandco.com' with mean price 0.9, 3 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'orgain.com' with mean price 1.0, 15 impressions of adomain 'productmadness.com' with mean price 0.5, 3 impressions of adomain 'samhsa.gov' with mean price 0.6, 2 impressions of adomain 'sanofi.com' with mean price 0.8, 4 impressions of adomain 'wellsfargo.com' with mean price 0.7; 3 sessions in app 'com.eightgreatgames.dunkclash', 115 ad_requests with mean bid_floor 14.5; 4 sessions in app 'com.fatix.fatixpro', 95 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.game.boom.modified.car.driving.games.tuning.simulator', 4 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.grandegames.slots.dafu.casino', 41 ad_requests with mean bid_floor 98.5; 513 sessions in app 'com.metropcs.metrozone', 2446 ad_requests with mean bid_floor 104.9; 7 sessions in app 'com.mobilityware.spider', 290 ad_requests with mean bid_floor 22.6, 2 clicks of adomain 'sciplay.com', 2 impressions of adomain 'sciplay.com' with mean price 14.1, 1 clicks of adomain 'spinxgames.com', 1 impressions of adomain 'spinxgames.com' with mean price 16.0; 1 sessions in app 'com.storymatrix.drama', 9 ad_requests with mean bid_floor 47.9; 13 sessions in app 'com.topultragame.slotlasvega', 46 ad_requests with mean bid_floor 15.9; 2 sessions in app 'com.tw.tycoon.casino', 26 ad_requests with mean bid_floor 11.8; 1 sessions in app 'com.u001.DefenseStickFigures', 82 ad_requests with mean bid_floor 9.8; 15 sessions in app 'com.zm.nuts', 2012 ad_requests with mean bid_floor 52.3, 1 impressions of adomain 'bidease.com_101931' with mean price 0.2, 5 clicks of adomain 'bolegames.com', 28 impressions of adomain 'bolegames.com' with mean price 7.3, 1 impressions of adomain 'centurycommunities.com' with mean price 0.6, 1 impressions of adomain 'gurunetwork.com' with mean price 0.1, 1 impressions of adomain 'halfbakdhemp.com' with mean price 2.0, 1 impressions of adomain 'hardrockgames.com' with mean price 41.0, 3 impressions of adomain 'kiaoffrisco.com' with mean price 0.6, 1 clicks of adomain 'lobstermaniaslots.com', 2 impressions of adomain 'lobstermaniaslots.com' with mean price 17.7, 1 impressions of adomain 'mistplay.com' with mean price 0.2, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 clicks of adomain 'productmadness.com', 29 impressions of adomain 'productmadness.com' with mean price 1.5, 1 clicks of adomain 'scientificgames.com', 1 impressions of adomain 'scientificgames.com' with mean price 26.0, 5 impressions of adomain 'sciplay.com' with mean price 44.4, 1 clicks of adomain 'sciplay.com', 1 impressions of adomain 'spinxgames.com' with mean price 17.9, 6 impressions of adomain 'starbucks.com' with mean price 0.2, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 10 impressions of adomain 'walgreens.com' with mean price 0.8];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2024-12-27 19:53:49;dc_15roundended_before_d8_timestamp is 45647.7639930556;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-20 22:27:57;time_since_impression_in_hours is 8543;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 8606;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.244138002555198;partition is 3739
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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 '4378ad2b-9ebe-4ffc-b32a-cbaaa2478c0e';uuid is '50692e81-263c-484c-bb83-a21cdeca5e3f';bid_timestamp is '2025-01-15 5:02:44';device_id is '4378ad2b-9ebe-4ffc-b32a-cbaaa2478c0e';biddate is '2025-01-15';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 7.37061351994037;target_cpi is 2.74760895380066;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 61.833333;placement_historical_value is 4.974963;third_party_bid_price is ;prior_tag_impressions_count is 22 ;time_since_impression is 10188 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.67;prior_theme_impressions_count is 22;prior_tag_clicks_count is 18 ;time_since_click is 170963;hour is '2025-01-15 05:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[1 sessions in app 'and.lihuhupub.trafficcontrol', 27 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.concretesoftware.spades_demobuynow', 15 ad_requests with mean bid_floor 22.4; 1 sessions in app 'com.easybrain.backgammon.board.games', 29 ad_requests with mean bid_floor 6.3; 15 sessions in app 'com.fbig.spades', 422 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 5.3; 2 sessions in app 'com.gamovation.mahjongclub', 29 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.kamagames.blackjack', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.kiwifun.game.android.nutsort.puzzles', 37 ad_requests with mean bid_floor 15.3, 1 impressions of adomain 'haleon.com' with mean price 0.2; 1 sessions in app 'com.mahjong.op.gp', 18 ad_requests with mean bid_floor 43.1; 1 sessions in app 'com.newpubco.spades', 92 ad_requests with mean bid_floor 4.5, 1 impressions of adomain '7-eleven.com' with mean price 0.3, 1 impressions of adomain 'bcbsal.org' with mean price 6.0, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'biocodex.com' with mean price 0.4, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'extclaims.com' with mean price 0.5, 1 impressions of adomain 'gillette.com' with mean price 0.3, 1 impressions of adomain 'google.com' with mean price 0.3, 2 impressions of adomain 'hhs.gov' with mean price 0.3, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.6, 1 impressions of adomain 'mikmak.tv' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'olay.com' with mean price 0.8, 1 impressions of adomain 'pandora.com' with mean price 0.2, 1 impressions of adomain 'paxlovidhcp.com' with mean price 1.3, 2 impressions of adomain 'paypal.com' with mean price 0.8, 1 impressions of adomain 'pfizerpro.com' with mean price 3.6, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'vicks.com' with mean price 0.4, 7 impressions of adomain 'vita-fuse.com' with mean price 0.3, 1 impressions of adomain 'windcreek.com' with mean price 0.6, 2 impressions of adomain 'woodmenlife.com' with mean price 0.6, 1 impressions of adomain 'zephyrmobile.com' with mean price 0.6; 1 sessions in app 'com.playvalve.spades', 23 ad_requests with mean bid_floor 96.7; 31 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2253 ad_requests with mean bid_floor 14.5, 1 impressions of adomain 'bp.com' with mean price 0.7, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 7.2, 6 clicks of adomain 'newpub.co/spades', 6 impressions of adomain 'newpub.co/spades' with mean price 7.2, 1 impressions of adomain 'nm.org' with mean price 2.7, 2 impressions of adomain 'oakevergames.com' with mean price 5.9; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 4.8; 2 sessions in app 'com.tripledot.woodoku', 25 ad_requests with mean bid_floor 8.0; 57 sessions in app 'com.vitastudio.mahjong', 2322 ad_requests with mean bid_floor 14.5, 1 impressions of adomain '7-eleven.com' with mean price 0.1, 3 impressions of adomain 'acorn.tv' with mean price 0.2, 1 impressions of adomain 'adelphi.edu' with mean price 0.2, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'alabamapower.com' with mean price 0.7, 1 impressions of adomain 'alenusa.com' with mean price 0.8, 65 impressions of adomain 'amazon.com' with mean price 0.3, 5 impressions of adomain 'amcplus.com' with mean price 0.3, 1 impressions of adomain 'ariat.com' with mean price 0.3, 1 impressions of adomain 'asherpointamarillo.com' with mean price 0.4, 13 impressions of adomain 'autoinsurance.org' with mean price 0.1, 1 impressions of adomain 'aveeno.com' with mean price 0.3, 5 impressions of adomain 'birminghamracecourse.com' with mean price 0.2, 5 impressions of adomain 'boironusa.com' with mean price 0.2, 3 impressions of adomain 'bragg.com' with mean price 0.5, 2 impressions of adomain 'carnival.com' with mean price 0.4, 7 impressions of adomain 'chumbacasino.com' with mean price 0.2, 2 impressions of adomain 'deepindiankitchen.com' with mean price 0.2, 6 impressions of adomain 'discovery.com' with mean price 0.5, 6 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'distrokid.com' with mean price 0.2, 3 impressions of adomain 'drinkhint.com' with mean price 0.8, 1 impressions of adomain 'driversway.com' with mean price 0.1, 1 impressions of adomain 'dulcolax.com' with mean price 0.1, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'enhertu.com' with mean price 0.6, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'getquip.com' with mean price 0.2, 3 impressions of adomain 'goldbond.com' with mean price 0.3, 1 impressions of adomain 'goodrx.com' with mean price 0.1, 1 impressions of adomain 'greenhouse.com' with mean price 0.8, 1 impressions of adomain 'havertys.com' with mean price 0.1, 2 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'hondadealers.com' with mean price 0.1, 3 impressions of adomain 'honeystinger.com' with mean price 0.4, 1 impressions of adomain 'howlifeunfolds.com' with mean price 0.1, 5 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'jared.com' with mean price 0.4, 1 impressions of adomain 'jewelersmutual.com' with mean price 0.1, 2 impressions of adomain 'kikkomanusa.com' with mean price 0.2, 3 impressions of adomain 'kimcrawfordwines.com' with mean price 0.2, 1 impressions of adomain 'kindsnacks.com' with mean price 0.1, 1 impressions of adomain 'kraftheinz.com' with mean price 0.5, 1 impressions of adomain 'lexus.com' with mean price 0.1, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'marcus.com' with mean price 0.1, 3 impressions of adomain 'mccormick.com' with mean price 0.3, 5 impressions of adomain 'medscape.org' with mean price 0.2, 9 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 6 impressions of adomain 'nm.org' with mean price 1.1, 1 impressions of adomain 'nowfoods.com' with mean price 0.1, 12 impressions of adomain 'nutramaxlabs.com' with mean price 0.5, 2 impressions of adomain 'nuunlife.com' with mean price 0.3, 4 impressions of adomain 'olly.com' with mean price 0.3, 2 impressions of adomain 'omgsweeps.info' with mean price 10.5, 1 impressions of adomain 'operationsmile.org' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 11 impressions of adomain 'paxlovid.com' with mean price 0.8, 4 impressions of adomain 'paxlovidhcp.com' with mean price 1.3, 6 impressions of adomain 'paycom.com' with mean price 0.2, 6 impressions of adomain 'pennfoster.edu' with mean price 0.1, 1 impressions of adomain 'pepsi.com' with mean price 0.1, 3 impressions of adomain 'pepto-bismol.com' with mean price 0.5, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 1 impressions of adomain 'prilosecotc.com' with mean price 0.4, 5 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'proof-advertising.com' with mean price 0.1, 2 impressions of adomain 'rei.com' with mean price 0.2, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.1, 7 impressions of adomain 'samsung.com' with mean price 0.3, 2 impressions of adomain 'sfdbrands.com' with mean price 0.2, 4 impressions of adomain 'sherwin-williams.com' with mean price 0.3, 4 impressions of adomain 'sparklight.com' with mean price 2.6, 2 impressions of adomain 'spectrum.com' with mean price 0.3, 6 impressions of adomain 'starz.com' with mean price 0.3, 9 impressions of adomain 'taxact.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'thetradedesk.com' with mean price 0.1, 1 impressions of adomain 'tylenol.com' with mean price 0.3, 1 impressions of adomain 'ultimahealth.com' with mean price 0.1, 2 impressions of adomain 'vicks.com' with mean price 0.4, 1 impressions of adomain 'wildernessatthesmokies.com' with mean price 0.2, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2, 33 impressions of adomain 'xifaxan.com' with mean price 0.3, 1 impressions of adomain 'xyzal.com' with mean price 0.1, 1 impressions of adomain 'zyrtec.com' with mean price 0.3; 2 sessions in app 'com.yallaplay.spadesmasters', 96 ad_requests with mean bid_floor 138.0; 1 sessions in app 'com.zcmxd.pokergaga', 4 ad_requests with mean bid_floor 99.8; 9 sessions in app 'com.zm.crossmath', 1095 ad_requests with mean bid_floor 93.5, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'nowfoods.com' with mean price 0.1, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'tallasseechryslerdodgejeepram.com' with mean price 0.4, 1 impressions of adomain 'tymlos.com' with mean price 1.2, 1 impressions of adomain 'ultimahealth.com' with mean price 0.2; 5 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 21.8; 1 sessions in app 'jp.co.goodroid.hyper.hexaaway', 127 ad_requests with mean bid_floor 3.2, 44 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bumble.com' with mean price 0.0, 1 impressions of adomain 'clorox.com' with mean price 0.1, 2 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'goodnites.com' with mean price 0.1, 1 impressions of adomain 'gurugame.ai' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'livenation.com' with mean price 0.1, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 2.7, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0; 61 sessions in app 'kjv.bible.kingjamesbible', 2622 ad_requests with mean bid_floor 36.6, 1 impressions of adomain 'allstate.com' with mean price 0.8; 1 sessions in app 'mahjong.solitaire.card.games.free.senior.match.puzzle', 21 ad_requests with mean bid_floor 3.2, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 2 impressions of adomain 'goldbond.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 2025-01-15 5:20:30;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 47;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.413434840758123;partition is 3342
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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 '3fe2d66e-e8d0-445c-a31c-8151c9ab4088';uuid is '98e2fa4e-9c06-4950-81c9-fba40b1bc175';bid_timestamp is '2025-02-07 20:08:16';device_id is '3fe2d66e-e8d0-445c-a31c-8151c9ab4088';biddate is '2025-02-07';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 17.5351650548928;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 12.402 ;min_floor is 12.402 ;bidmachine_placement_value is ;placement_historical_value is 17.476187;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 26069933 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1.26;prior_theme_impressions_count is 12;prior_tag_clicks_count is 3 ;time_since_click is 26069932;hour is '2025-02-07 20:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[36 sessions in app 'com.color.busfrenzy', 1615 ad_requests with mean bid_floor 5.2, 1 impressions of adomain 'aarp.org' with mean price 0.5, 50 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'amcplus.com' with mean price 0.3, 1 impressions of adomain 'benbridge.com' with mean price 0.5, 1 impressions of adomain 'betrivers.com' with mean price 0.2, 1 clicks of adomain 'doordash.com', 7 impressions of adomain 'doordash.com' with mean price 11.8, 1 impressions of adomain 'drinkcirkul.com' with mean price 0.4, 1 impressions of adomain 'espnbet.com' with mean price 14.1, 2 impressions of adomain 'eyemartexpress.com' with mean price 0.8, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 4 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hellorpm.com' with mean price 0.6, 2 impressions of adomain 'kelloggs.com' with mean price 1.0, 2 impressions of adomain 'kohls.com' with mean price 0.4, 1 impressions of adomain 'meijer.com' with mean price 1.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'nayzilam.com' with mean price 1.4, 8 impressions of adomain 'nike.com' with mean price 23.4, 4 clicks of adomain 'nike.com', 3 impressions of adomain 'numerator.com' with mean price 0.2, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 2 impressions of adomain 'progressive.com' with mean price 0.3, 6 impressions of adomain 'relistor.com' with mean price 0.3, 2 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'tiktok.com' with mean price 0.4, 1 impressions of adomain 'toyota.com' with mean price 0.6, 1 impressions of adomain 'urw.com' with mean price 0.4, 3 impressions of adomain 'vrtx.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.7, 5 impressions of adomain 'wbd.com' with mean price 0.5, 1 impressions of adomain 'westernunion.com' with mean price 0.3, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'www.bhhs.com' with mean price 0.5, 5 impressions of adomain 'xifaxan.com' with mean price 0.8, 3 impressions of adomain 'zeroogravitygames.com' with mean price 14.7, 2 impressions of adomain 'zynga.com' with mean price 0.3; 1 sessions in app 'com.gimica.ballbounce', 16 ad_requests with mean bid_floor 31.1; 1 sessions in app 'com.gimica.bubblepop', 7 ad_requests with mean bid_floor 78.4; 9 sessions in app 'com.ig.screw.jam.nuts.bolts', 84 ad_requests with mean bid_floor 8.9; 4 sessions in app 'com.nopegames.coffeemania', 31 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.peoplefun.wordcross', 14 ad_requests with mean bid_floor 6.0; 55 sessions in app 'com.playvalve.spades', 7648 ad_requests with mean bid_floor 89.7, 1 impressions of adomain 'albert.com' with mean price 0.7, 18 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'discovery.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'elmersbodyshop.com' with mean price 1.0, 4 impressions of adomain 'eyemartexpress.com' with mean price 0.8, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.3, 1 impressions of adomain 'kohler.com' with mean price 0.4, 2 impressions of adomain 'nike.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'sliding.toys' with mean price 0.2, 1 impressions of adomain 'starz.com' with mean price 0.5, 1 impressions of adomain 'tango.me' with mean price 0.2, 1 impressions of adomain 'wbd.com' with mean price 0.8, 1 impressions of adomain 'zeroogravitygames.com' with mean price 25.8; 7 sessions in app 'com.screw.jam.master.android', 239 ad_requests with mean bid_floor 3.7, 25 impressions of adomain 'amazon.com' with mean price 0.5, 5 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'broxel.com' with mean price 0.3, 1 impressions of adomain 'carhartt.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'espnbet.com' with mean price 9.6, 4 impressions of adomain 'eyemartexpress.com' with mean price 0.9, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'kohler.com' with mean price 0.2, 1 impressions of adomain 'kohls.com' with mean price 0.2, 3 impressions of adomain 'meijer.com' with mean price 1.3, 1 impressions of adomain 'michigan.gov' with mean price 0.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'nike.com' with mean price 11.0, 1 clicks of adomain 'nike.com', 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 2 impressions of adomain 'starbucks.com' with mean price 0.1, 3 impressions of adomain 'starz.com' with mean price 1.0, 1 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'zeroogravitygames.com' with mean price 25.8; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.2; 2 sessions in app 'in.playsimple.tripcross', 5 ad_requests with mean bid_floor 4.9; 8 sessions in app 'in.playsimple.wordtrip', 24 ad_requests with mean bid_floor 16.6; 2 sessions in app 'onetap.game.pencil.sort', 12 ad_requests with mean bid_floor 6.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 20:15:11;time_since_impression_in_hours is 7241;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 7242;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.163176750521541;partition is 2295
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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 '1ef20729-165b-4d9f-8172-3d301a34dd5c';uuid is 'dc529a57-93f0-48b9-b56f-77ecbfcd3dbc';bid_timestamp is '2024-12-27 15:12:11';device_id is '1ef20729-165b-4d9f-8172-3d301a34dd5c';biddate is '2024-12-27';country is 'USA';app is 'and.lihuhu.woober';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 29.2038612067699;target_cpi is 1;campaign is 57718;creative_id is 228773;session_duration is 0 ;seller_name is 'LIHUHU MAX';seller_id is 230;content_type is 'vie';bid_floor is 1.672423 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 1.67242338911025;prior_tag_impressions_count is 8 ;time_since_impression is 574460 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.73;prior_theme_impressions_count is 8;prior_tag_clicks_count is 5 ;time_since_click is 574456;hour is '2024-12-27 15:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[7 sessions in app 'air.com.sgn.cookiejam.gp', 46 ad_requests with mean bid_floor 405.6; 10 sessions in app 'and.lihuhu.woober', 299 ad_requests with mean bid_floor 18.6, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'henkel-northamerica.com' with mean price 1.2; 7 sessions in app 'com.art.pixel.black.girl.games.paint.color.by.numbers', 155 ad_requests with mean bid_floor 0.4, 5 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.6, 1 impressions of adomain 'buchheits.com' with mean price 0.7, 1 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.1, 4 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'drinknurri.com' with mean price 0.5, 2 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'kimberly-clark.com' with mean price 0.2, 1 impressions of adomain 'naturesbakery.com' with mean price 0.1, 2 impressions of adomain 'njrhomeservices.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'paradisecoast.com' with mean price 0.1, 1 impressions of adomain 'podcast.com' with mean price 0.1, 3 impressions of adomain 'smartypantsvitamins.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 1 sessions in app 'com.bigcake.android.spidersolitaire', 4 ad_requests with mean bid_floor 11.6; 3 sessions in app 'com.blackout.spades', 60 ad_requests with mean bid_floor 14.9; 5 sessions in app 'com.coloring.game.black.app.by.number', 85 ad_requests with mean bid_floor 0.7; 133 sessions in app 'com.enflick.android.TextNow', 267 ad_requests with mean bid_floor 44.0; 3 sessions in app 'com.flash.light.lgac', 60 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.king.candycrush4', 1 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.mintgames.happyblackcolor', 22 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.mobilityware.CrownSolitaire', 27 ad_requests with mean bid_floor 9.5; 2 sessions in app 'com.mobilityware.PyramidFree', 60 ad_requests with mean bid_floor 14.7; 2 sessions in app 'com.ytgame.fruitbubble', 88 ad_requests with mean bid_floor 15.4; 6 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 204 ad_requests with mean bid_floor 4.5, 19 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'buchheits.com' with mean price 1.4, 2 impressions of adomain 'calvinklein.us' with mean price 0.2, 2 impressions of adomain 'discovery.com' with mean price 0.2, 2 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'house-autry.com' with mean price 0.2, 2 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'mazdausa.com' with mean price 0.5, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 2 impressions of adomain 'naturesbakery.com' with mean price 0.2, 1 impressions of adomain 'nowfoods.com' with mean price 0.2, 4 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'olay.com' with mean price 0.2, 2 impressions of adomain 'olly.com' with mean price 0.2, 1 impressions of adomain 'poise.com' with mean price 0.2, 3 impressions of adomain 'smartypantsvitamins.com' with mean price 0.2, 5 impressions of adomain 'strivectin.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'thehonestkitchen.com' with mean price 1.1, 2 impressions of adomain 'workingnewjersey.org' with mean price 0.8, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 5 sessions in app 'games.conifer.card.spider.solitaire.free', 17 ad_requests with mean bid_floor 17.6; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 11.8; 1 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 10.3];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 2024-12-27 15:17:56;time_since_impression_in_hours is 159;channel is 'USA/I/bidmachine/and.lihuhu.woober/False/230';time_since_click_in_hours is 160;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.72377982315357;partition is 276
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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 'c31b6c4f-7635-4204-b8ae-2d15fa27365d';uuid is '3d42ffd9-6c13-4d19-8802-18fbc15d9d56';bid_timestamp is '2025-01-11 2:41:30';device_id is 'c31b6c4f-7635-4204-b8ae-2d15fa27365d';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 140.198332922537;target_cpi is 2.18588277190304;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 48.291 ;min_floor is 0.0106 ;bidmachine_placement_value is 35.333333;placement_historical_value is ;third_party_bid_price is 48.291;prior_tag_impressions_count is 3 ;time_since_impression is 93463 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.39;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is 93545;hour is '2025-01-11 02:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior is :[1 sessions in app 'air.com.sgn.cookiejam.gp', 1 ad_requests with mean bid_floor 880.3; 7 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 240 ad_requests with mean bid_floor 15.9, 2 impressions of adomain 'nutramaxlabs.com' with mean price 1.0, 8 impressions of adomain 'walmart.com' with mean price 1.6; 1 sessions in app 'com.blackout.word', 18 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.classic.cardstile.suite.poker.cactus.frost', 11 ad_requests with mean bid_floor 21.0; 1 sessions in app 'com.fbig.spades', 6 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.moon.dental.whether.origin', 24 ad_requests with mean bid_floor 58.9; 2 sessions in app 'com.newpubco.spades', 39 ad_requests with mean bid_floor 53.8, 1 impressions of adomain 'com.solvabet.zeus' with mean price 98.7; 3 sessions in app 'com.qianfan.aihomework', 12 ad_requests with mean bid_floor 19.9; 1 sessions in app 'com.solitaire.cards.deluxe', 4 ad_requests with mean bid_floor 45.8; 8 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 141 ad_requests with mean bid_floor 26.3, 1 impressions of adomain 'com.quiz.talent.machine' with mean price 140.3, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 138.6; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.use.specie.scratch.card', 43 ad_requests with mean bid_floor 151.6, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 411.4; 35 sessions in app 'com.wildcard.classicspades', 848 ad_requests with mean bid_floor 55.6, 30 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'audible.com' with mean price 0.7, 1 impressions of adomain 'bagelcode.com' with mean price 0.8, 2 impressions of adomain 'bathandbodyworks.com' with mean price 0.6, 1 impressions of adomain 'boo.world' with mean price 1.2, 5 impressions of adomain 'bumble.com' with mean price 0.9, 7 clicks of adomain 'candycrushsaga.com', 19 impressions of adomain 'candycrushsaga.com' with mean price 233.0, 4 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 46.1, 2 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 1.1, 7 impressions of adomain 'com.quiz.talent.machine' with mean price 134.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.5, 2 impressions of adomain 'doordash.com' with mean price 1.0, 4 impressions of adomain 'dramabox.com' with mean price 0.8, 2 impressions of adomain 'fotoable.com' with mean price 1.4, 1 impressions of adomain 'instacart.com' with mean price 0.5, 3 impressions of adomain 'jorisson.com' with mean price 52.7, 5 impressions of adomain 'justdice.io' with mean price 1.1, 50 impressions of adomain 'king.com' with mean price 133.7, 14 clicks of adomain 'king.com', 5 impressions of adomain 'luckylandslots.com' with mean price 0.9, 2 impressions of adomain 'mattel163.com' with mean price 0.8, 2 impressions of adomain 'meetme.com' with mean price 0.7, 8 impressions of adomain 'mistplay.com' with mean price 1.2, 3 impressions of adomain 'mobilesafetytech.com' with mean price 1.4, 1 impressions of adomain 'mobilityware.com' with mean price 0.4, 2 impressions of adomain 'mybambu.com' with mean price 1.2, 6 impressions of adomain 'onelink.me' with mean price 1.1, 1 impressions of adomain 'paramountplus.com' with mean price 1.4, 2 impressions of adomain 'playtika.com' with mean price 0.7, 25 impressions of adomain 'productmadness.com' with mean price 1.3, 1 impressions of adomain 'rovio.com' with mean price 1.2, 2 impressions of adomain 'scopely.com' with mean price 1.8; 1 sessions in app 'com.wildcard.spadespop', 11 ad_requests with mean bid_floor 4.0; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 11.0; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 7.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-11 2:56:36;time_since_impression_in_hours is 25;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 2;fast_click_2h is 0;rnd is 0.674382288411797;partition is 2670
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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 '7d3a5b7d-ec9b-4b1b-a443-92532c9f77bb';uuid is '4a924a4c-ca0c-4121-99ec-f80382f85734';bid_timestamp is '2024-12-23 15:13:39';device_id is '7d3a5b7d-ec9b-4b1b-a443-92532c9f77bb';biddate is '2024-12-23';country is 'USA';app is 'com.blackout.backgammon';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 24.4680351320164;target_cpi is 3.26492730095409;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 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 38.16;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 125876 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.83;prior_theme_impressions_count is 8;prior_tag_clicks_count is 1 ;time_since_click is 899631;hour is '2024-12-23 15:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[16 sessions in app 'block.jigsaw.puzzle.games.wood.blocks.sudoku.free', 590 ad_requests with mean bid_floor 15.8, 5 impressions of adomain 'amazon.com' with mean price 0.7, 12 impressions of adomain 'arrowwoodaddictiontreatmentcenter.com' with mean price 0.7, 1 impressions of adomain 'atlanticspray.com' with mean price 0.4, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'commissaries.com' with mean price 0.8, 3 impressions of adomain 'crystalcoastnc.org' with mean price 0.7, 2 impressions of adomain 'deltavmotorsports.com' with mean price 1.0, 1 impressions of adomain 'depend.com' with mean price 0.4, 7 impressions of adomain 'goldbond.com' with mean price 0.6, 1 impressions of adomain 'haleon.com' with mean price 0.7, 1 impressions of adomain 'integraldx.com' with mean price 0.8, 2 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 1 impressions of adomain 'novelscottsaddition.com' with mean price 0.7, 1 impressions of adomain 'pepsico.com' with mean price 0.6, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.7, 2 impressions of adomain 'pg.com' with mean price 0.4, 1 impressions of adomain 'roofmaxx.com' with mean price 0.5, 1 impressions of adomain 'theshockoecollection.com' with mean price 0.8, 1 impressions of adomain 'voqueznapro.com' with mean price 0.3; 2 sessions in app 'com.adgo.chatflow', 99 ad_requests with mean bid_floor 13.5; 1 sessions in app 'com.barkaoui.city.classify', 9 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.blackout.backgammon', 218 ad_requests with mean bid_floor 13.0, 1 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 1.2, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 1 impressions of adomain 'peacocktv.com' with mean price 0.2; 19 sessions in app 'com.concretesoftware.spades_demobuynow', 468 ad_requests with mean bid_floor 17.8; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 9.7; 1 sessions in app 'com.health.care.follower', 6 ad_requests with mean bid_floor 1.1; 452 sessions in app 'com.metropcs.metrozone', 3657 ad_requests with mean bid_floor 88.2; 20 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 599 ad_requests with mean bid_floor 3.5, 18 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bose.com' with mean price 0.1, 8 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'daltonagency.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.2, 9 impressions of adomain 'dove.com' with mean price 0.4, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.1, 2 impressions of adomain 'hillspet.com' with mean price 0.3, 4 impressions of adomain 'newpub.co/dominoes' with mean price 12.3, 2 clicks of adomain 'newpub.co/dominoes', 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 16.4, 2 impressions of adomain 'pull-ups.com' with mean price 0.2, 1 impressions of adomain 'ruizfoods.com' with mean price 1.0, 1 impressions of adomain 'smuckers.com' with mean price 0.3, 4 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'truthinitiative.org' with mean price 0.1, 1 clicks of adomain 'yourradioplace.com', 2 impressions of adomain 'yourradioplace.com' with mean price 0.2; 1 sessions in app 'com.neat.security.file', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 7.0; 10 sessions in app 'com.razzlepuzzles.fillins', 20 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.sczz.unitconversion', 6 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.solitaire.fish.klondike.card.aquarium', 100 ad_requests with mean bid_floor 10.9, 2 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'dove.com' with mean price 0.3, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.1, 1 impressions of adomain 'homespotter.com' with mean price 0.3; 2 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 9.5; 1 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 4.0; 16 sessions in app 'games.elia.peoplesay', 467 ad_requests with mean bid_floor 26.0; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 9.1; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 7.3; 2 sessions in app 'trivia.master.question.quiz.answer.crack.star.millionaire.free.knowledge', 18 ad_requests with mean bid_floor 41.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45650.7974768519;ag_retention_d1_timestamp is 2024-12-23 15:25:50;0_timestamp is 2024-12-23 15:25:50;time_since_impression_in_hours is 34;channel is 'USA/I/bidmachine/com.blackout.backgammon/False/247';time_since_click_in_hours is 250;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.702328390272753;partition is 2670
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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 '8119a3b3-deb1-4e1b-9bed-aa6754123cd0';uuid is '1938ca99-0a7f-4464-b582-c64a6c0ee266';bid_timestamp is '2025-01-18 2:15:41';device_id is '8119a3b3-deb1-4e1b-9bed-aa6754123cd0';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 67.84;placement_historical_value is 11.715035;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 662529 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is 662526;hour is '2025-01-18 02:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior is :[2 sessions in app 'ball.sort.color.puz.game.puzzle', 53 ad_requests with mean bid_floor 19.9; 29 sessions in app 'com.blackout.spades', 5357 ad_requests with mean bid_floor 29.5, 16 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'clorox.com' with mean price 0.7, 1 impressions of adomain 'coldstonecreamery.com' with mean price 1.6, 1 impressions of adomain 'coterieseniorliving.com' with mean price 0.3, 7 impressions of adomain 'covergirl.com' with mean price 0.3, 4 clicks of adomain 'creditkarma.com', 20 impressions of adomain 'creditkarma.com' with mean price 10.9, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 10 impressions of adomain 'duracell.com' with mean price 1.0, 1 impressions of adomain 'dyson.com' with mean price 0.5, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.3, 1 impressions of adomain 'listerine.com' with mean price 0.4, 2 impressions of adomain 'newpub.co/spades' with mean price 5.0, 2 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 1.0, 2 impressions of adomain 'samsung.com' with mean price 0.5, 3 impressions of adomain 'sharefile.com' with mean price 0.5, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.4, 1 impressions of adomain 'windcreek.com' with mean price 1.2; 27 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 808 ad_requests with mean bid_floor 11.8, 6 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'autotrader.com' with mean price 0.9, 3 impressions of adomain 'bellebeautysalonspa.com' with mean price 0.7, 1 impressions of adomain 'continentalsteel.com' with mean price 1.1, 2 impressions of adomain 'covergirl.com' with mean price 0.7, 7 clicks of adomain 'creditkarma.com', 33 impressions of adomain 'creditkarma.com' with mean price 11.8, 7 impressions of adomain 'daxxify.com' with mean price 2.1, 2 impressions of adomain 'duracell.com' with mean price 9.0, 1 impressions of adomain 'dyson.com' with mean price 0.6, 1 impressions of adomain 'eicollege.edu' with mean price 2.3, 15 impressions of adomain 'europeanimagetan.com' with mean price 0.8, 1 impressions of adomain 'eventscloud.com' with mean price 2.2, 12 impressions of adomain 'healingoasis.com' with mean price 0.8, 2 impressions of adomain 'itcontentportal.com' with mean price 0.7, 7 impressions of adomain 'lightbridgeacademy.com' with mean price 0.6, 2 impressions of adomain 'onedominosquare.com' with mean price 1.0, 8 impressions of adomain 'pgcruises.com' with mean price 1.0, 3 impressions of adomain 'podspas.com' with mean price 0.7, 8 impressions of adomain 'royalgreenny.com' with mean price 1.2, 3 impressions of adomain 'sofi.com' with mean price 0.9, 10 impressions of adomain 'square.site' with mean price 0.8, 1 clicks of adomain 'square.site', 3 impressions of adomain 'temptationsforher.com' with mean price 0.8, 1 impressions of adomain 'tiktok.com' with mean price 2.9, 4 impressions of adomain 'wainua.com' with mean price 2.3; 1 sessions in app 'com.mobilityware.Dominoes', 20 ad_requests with mean bid_floor 8.4; 22 sessions in app 'com.mobilityware.GinRummySolitaire', 1108 ad_requests with mean bid_floor 15.3, 33 impressions of adomain 'creditkarma.com' with mean price 0.1, 1 impressions of adomain 'experian.com' with mean price 0.2, 1 impressions of adomain 'ezhealth.app' with mean price 4.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'onedominosquare.com' with mean price 0.4, 1 impressions of adomain 'ups.com' with mean price 1.1, 1 impressions of adomain 'vail.com' with mean price 0.4, 1 impressions of adomain 'yourradioplace.com' with mean price 0.1, 1 impressions of adomain 'zales.com' with mean price 0.7; 1 sessions in app 'com.newpubco.spades', 12 ad_requests with mean bid_floor 3.7, 1 clicks of adomain 'tysonfoods.com', 3 impressions of adomain 'tysonfoods.com' with mean price 0.8; 1 sessions in app 'com.tranzmate', 3 ad_requests with mean bid_floor 36.5; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 4.9; 16 sessions in app 'in.crossy.daily_crossword', 402 ad_requests with mean bid_floor 16.7, 1 impressions of adomain 'altonaviation.com' with mean price 0.8, 1 impressions of adomain 'aspercreme.com' with mean price 0.2, 1 impressions of adomain 'atscva.com' with mean price 0.3, 1 impressions of adomain 'cloud.email.websterbank.com' with mean price 0.8, 1 clicks of adomain 'costco.com', 12 impressions of adomain 'costco.com' with mean price 0.3, 1 impressions of adomain 'covecapital.com.au' with mean price 5.1, 1 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'creditkarma.com' with mean price 23.2, 2 impressions of adomain 'dailytimes247.com' with mean price 0.6, 1 impressions of adomain 'discovery.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'experian.com' with mean price 0.3, 1 impressions of adomain 'goldbond.com' with mean price 0.3, 2 impressions of adomain 'homedepot.com' with mean price 1.0, 3 impressions of adomain 'intuit.com' with mean price 0.5, 2 impressions of adomain 'jovia.org' with mean price 0.4, 1 impressions of adomain 'molloy.edu' with mean price 1.4, 6 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'thecheesecakefactory.com' with mean price 0.6, 1 impressions of adomain 'vail.com' with mean price 0.8, 1 impressions of adomain 'wayfair.com' with mean price 0.4, 23 impressions of adomain 'websterbank.com' with mean price 1.0; 3 sessions in app 'in.daily_puzzle.crossword', 23 ad_requests with mean bid_floor 3.9; 1 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 10.1; 7 sessions in app 'in.playsimple.wordtrip', 38 ad_requests with mean bid_floor 17.4; 1 sessions in app 'solitaire.puzzlemaker.solitaire.klondike.cardgame.patience', 3 ad_requests with mean bid_floor 25.9];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 2025-01-18 2:20:54;time_since_impression_in_hours is 184;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 184;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.761430826391368;partition is 3512
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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 '79515d63-cac1-4d54-92cc-a916fcb852d3';uuid is '1823820d-683d-46a3-a4ce-2ba58ad859c7';bid_timestamp is '2025-02-07 4:19:55';device_id is '79515d63-cac1-4d54-92cc-a916fcb852d3';biddate is '2025-02-07';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 229.590493675345;target_cpi is 4;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 ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 703212 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 5.13;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 04:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[2 sessions in app '14639_', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'beetles.puzzle.solitaire', 128 ad_requests with mean bid_floor 6.3, 1 impressions of adomain 'paxlovid.com' with mean price 0.7; 4 sessions in app 'bubbles.pop.power', 61 ad_requests with mean bid_floor 49.2; 3 sessions in app 'car.jam.traffic.seat.unblock', 47 ad_requests with mean bid_floor 150.3; 1 sessions in app 'ci.atlasearth.client', 9 ad_requests with mean bid_floor 146.5; 5 sessions in app 'com.RocinanteGames.SwatTacticalShooter', 62 ad_requests with mean bid_floor 2.9; 8 sessions in app 'com.Seriously.BestFiends', 10 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.aemobile.games.casino', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.aladinfun.piggytravel.android', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.amaze.game.bingo.gp', 2 ad_requests with mean bid_floor 9.8; 4 sessions in app 'com.benjaminone.client', 198 ad_requests with mean bid_floor 31.5; 5 sessions in app 'com.bingo.tour.party.crazy.free', 18 ad_requests with mean bid_floor 34.6; 1 sessions in app 'com.blackout.spades', 64 ad_requests with mean bid_floor 7.1; 1 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 13 ad_requests with mean bid_floor 11.3, 1 impressions of adomain 'hungrystudio.com/blocks' with mean price 148.5, 1 impressions of adomain 'paintbynumber.app' with mean price 1.2; 3 sessions in app 'com.bubblepop.cannon.puzzle', 73 ad_requests with mean bid_floor 54.1, 6 impressions of adomain 'eyemartexpress.com' with mean price 1.0, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'sanofi.com' with mean price 0.4, 1 impressions of adomain 'zyrtec.com' with mean price 0.4; 8 sessions in app 'com.bubbleshooter.bubblepopstar', 167 ad_requests with mean bid_floor 12.6, 1 clicks of adomain 'scrambly.io', 2 impressions of adomain 'scrambly.io' with mean price 107.6; 5 sessions in app 'com.bubbleshooter.popbubbles.shootbubblesgame', 18 ad_requests with mean bid_floor 17.9; 66 sessions in app 'com.burakgon.gamebooster3', 248 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.champion.cubes', 156 ad_requests with mean bid_floor 26.1; 1 sessions in app 'com.cleverapps.fairy', 8 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.cleverapps.hustlemerge', 6 ad_requests with mean bid_floor 36.9; 1 sessions in app 'com.cleverapps.wondermerge', 5 ad_requests with mean bid_floor 4.0; 3 sessions in app 'com.cooking.bingo.ldkwh', 11 ad_requests with mean bid_floor 8.7; 2 sessions in app 'com.dream.dale', 14 ad_requests with mean bid_floor 94.9; 3 sessions in app 'com.dropandstrike.fallingballsgame', 8 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.enchantedpixel.bingo', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 18 ad_requests with mean bid_floor 29.7, 2 impressions of adomain 'jorisson.com' with mean price 1.7; 6 sessions in app 'com.evogames.slavsforvk', 60 ad_requests with mean bid_floor 32.2; 1 sessions in app 'com.fiogonia.mmm', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.freedom.designed.funds', 24 ad_requests with mean bid_floor 11.1; 51 sessions in app 'com.funtomic.matchmasters', 169 ad_requests with mean bid_floor 69.4; 2 sessions in app 'com.gamebrain.hexasort', 30 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.4, 3 impressions of adomain 'offerhives.com' with mean price 0.4; 1 sessions in app 'com.genixgames.prisonescape', 11 ad_requests with mean bid_floor 28.3; 1 sessions in app 'com.gimica.ballbounce', 10 ad_requests with mean bid_floor 5.8; 1 sessions in app 'com.gimica.mergeblast', 11 ad_requests with mean bid_floor 20.3; 3 sessions in app 'com.gimica.solitaireverse', 69 ad_requests with mean bid_floor 89.3; 9 sessions in app 'com.gimica.sugarmatch', 166 ad_requests with mean bid_floor 47.2, 1 impressions of adomain 'admile.com' with mean price 0.3, 2 impressions of adomain 'scrambly.io' with mean price 0.2, 1 impressions of adomain 'solitairecash.com' with mean price 1.0, 1 impressions of adomain 'squareup.com' with mean price 0.3, 1 impressions of adomain 'textnow.com' with mean price 0.2; 2 sessions in app 'com.goods.master3d.triple.puzzle', 59 ad_requests with mean bid_floor 225.7; 1 sessions in app 'com.gosub60.sol5', 26 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.habit.record.reward.tracker', 2 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.huracan.CuzeBeachRescue', 4 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.huracan.CuzeBubbleShooter', 10 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.huracan.CuzeBussle', 8 ad_requests with mean bid_floor 5.8; 2 sessions in app 'com.huracan.CuzeSolitaire', 7 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.huracan.CuzeSquadShooter', 16 ad_requests with mean bid_floor 6.6; 18 sessions in app 'com.huracan.cuze', 26 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.idle.vegas.resort.casino.tycoon.empire.slot', 1 ad_requests with mean bid_floor 0.0; 17 sessions in app 'com.innplaylabs.animalkingdomraid', 1043 ad_requests with mean bid_floor 316.3; 2 sessions in app 'com.instaqouts.merge.party.puzzle', 14 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.jmsgame.jackpotmastercasino', 9 ad_requests with mean bid_floor 76.1; 31 sessions in app 'com.justplay.app', 225 ad_requests with mean bid_floor 11.5; 1 sessions in app 'com.kamagames.blackjack', 4 ad_requests with mean bid_floor 3.9; 3 sessions in app 'com.kamagames.setpoker', 4 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.kamagames.videopoker', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.lucky.tiger.kmagic', 36 ad_requests with mean bid_floor 10.1; 2 sessions in app 'com.matchingham.sniperattack', 32 ad_requests with mean bid_floor 4.2; 3 sessions in app 'com.matryoshka.cityrescueteam', 39 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.matryoshka.royal.cooking.kitchen.madness', 7 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.mattel163.phase10', 20 ad_requests with mean bid_floor 136.4; 1 sessions in app 'com.mattel163.skipbo', 9 ad_requests with mean bid_floor 389.2; 1 sessions in app 'com.me2zen.tripeaks', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.me2zen.tripeaks.v4.and', 21 ad_requests with mean bid_floor 14.9; 2 sessions in app 'com.mergedomhomedesign.game', 31 ad_requests with mean bid_floor 18.5, 1 clicks of adomain 'games.atlasreality.com', 2 impressions of adomain 'games.atlasreality.com' with mean price 65.4; 1 sessions in app 'com.meta.inno.sticker', 1 ad_requests with mean bid_floor 56.2; 26 sessions in app 'com.mistplay.mistplay', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.mnogogames.triviascapes', 43 ad_requests with mean bid_floor 17.5; 3 sessions in app 'com.mobilityware.Spades', 108 ad_requests with mean bid_floor 34.5; 1 sessions in app 'com.msg.sjsgm.ken', 3 ad_requests with mean bid_floor 28.0; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 23 ad_requests with mean bid_floor 43.5; 1 sessions in app 'com.mysterytag.berryfactory', 12 ad_requests with mean bid_floor 40.9; 3 sessions in app 'com.naturalmotion.customstreetracer2', 12 ad_requests with mean bid_floor 94.1; 5 sessions in app 'com.newmoonproduction.sunshineisland', 22 ad_requests with mean bid_floor 27.0; 2 sessions in app 'com.newpubco.spades', 217 ad_requests with mean bid_floor 19.1, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 0.9, 1 impressions of adomain 'com.fortune2.tide' with mean price 0.9, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.7, 1 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'intuit.com' with mean price 0.9, 1 impressions of adomain 'klover.app' with mean price 0.9, 1 impressions of adomain 'luckylandslots.com' with mean price 1.0, 2 impressions of adomain 'mycashery.com' with mean price 0.6, 1 impressions of adomain 'speed.app' with mean price 0.9; 7 sessions in app 'com.nexonm.dominations.adk', 11 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.paxiegames.mergestudio', 17 ad_requests with mean bid_floor 5.4; 2 sessions in app 'com.peoplefun.wordcross', 15 ad_requests with mean bid_floor 6.1; 11 sessions in app 'com.pieyel.scrabble', 214 ad_requests with mean bid_floor 4.6, 1 impressions of adomain '7-eleven.com' with mean price 0.3, 3 impressions of adomain 'abbottnutrition.com' with mean price 0.5, 29 impressions of adomain 'adidas.com' with mean price 0.0, 3 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'ads.netapop.com' with mean price 0.0, 3 impressions of adomain 'alignprobiotics.com' with mean price 0.4, 1 impressions of adomain 'allerganeyecare.com' with mean price 0.5, 1 impressions of adomain 'aloha.com' with mean price 0.0, 12 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'apartmentlist.com' with mean price 0.1, 1 impressions of adomain 'ascensia.com' with mean price 0.5, 5 impressions of adomain 'avidly.com' with mean price 0.0, 1 impressions of adomain 'bangkokair.com' with mean price 0.1, 1 impressions of adomain 'bausch.com' with mean price 0.3, 4 impressions of adomain 'beiersdorf.com' with mean price 0.4, 3 impressions of adomain 'bgfoods.com' with mean price 0.4, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'bimbobakeriesusa.com' with mean price 0.3, 3 impressions of adomain 'bubble-cash.com' with mean price 0.2, 3 impressions of adomain 'cadillac.com' with mean price 0.0, 2 impressions of adomain 'campbellsfoodservice.com' with mean price 0.5, 3 impressions of adomain 'celsius.com' with mean price 0.4, 1 impressions of adomain 'chimebank.com' with mean price 0.0, 1 impressions of adomain 'city.minigame.vip' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.3, 7 impressions of adomain 'coca-cola.com' with mean price 1.2, 2 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 0.2, 1 impressions of adomain 'com.asselin.android.luckylegends' with mean price 0.0, 2 impressions of adomain 'com.asselin.android.wildlegends' with mean price 0.1, 3 impressions of adomain 'com.dogiedash.burst' with mean price 0.0, 4 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.3, 3 impressions of adomain 'com.nutcracker.spins.slots' with mean price 0.0, 1 impressions of adomain 'combe.com' with mean price 0.3, 1 impressions of adomain 'conagrafoods.com' with mean price 0.3, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 5 impressions of adomain 'cricketwireless.com' with mean price 0.4, 1 impressions of adomain 'cyberpowersystems.com' with mean price 0.0, 3 impressions of adomain 'danonenorthamerica.com' with mean price 0.4, 1 clicks of adomain 'danonenorthamerica.com', 4 impressions of adomain 'dell.com' with mean price 0.0, 6 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'disney.com' with mean price 0.4, 2 impressions of adomain 'dramabox.com' with mean price 0.0, 4 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'flo.health' with mean price 0.1, 4 impressions of adomain 'fragrancex.com' with mean price 0.3, 1 impressions of adomain 'franksredhot.com' with mean price 0.5, 1 impressions of adomain 'gamoshi.com' with mean price 0.3, 9 impressions of adomain 'gardenoflife.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.5, 1 impressions of adomain 'groupeseb.com' with mean price 0.3, 2 impressions of adomain 'haleon.com' with mean price 0.4, 4 impressions of adomain 'hallmark.com' with mean price 0.4, 2 impressions of adomain 'harristeeter.com' with mean price 0.0, 2 impressions of adomain 'hood.com' with mean price 0.4, 3 impressions of adomain 'hormelfoods.com' with mean price 0.3, 20 impressions of adomain 'iheart.com' with mean price 0.0, 2 impressions of adomain 'illinoislottery.com' with mean price 0.1, 1 impressions of adomain 'ingrezza.com' with mean price 0.3, 5 impressions of adomain 'jmsmucker.com' with mean price 0.4, 1 impressions of adomain 'jorisson.com' with mean price 0.0, 2 impressions of adomain 'kingshawaiian.com' with mean price 0.4, 4 impressions of adomain 'kraftheinzcompany.com' with mean price 0.4, 1 impressions of adomain 'krusteaz.com' with mean price 0.5, 1 impressions of adomain 'lactalisheritagedairy.com' with mean price 0.3, 2 impressions of adomain 'learnings.ai' with mean price 0.0, 2 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.2, 1 impressions of adomain 'lego.com' with mean price 0.5, 1 impressions of adomain 'lindtusa.com' with mean price 0.3, 1 impressions of adomain 'lipozem.com' with mean price 0.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'lobstermaniaslots.com' with mean price 0.0, 1 impressions of adomain 'mars.com' with mean price 0.3, 1 impressions of adomain 'maybelline.com' with mean price 0.0, 53 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'metamucil.com' with mean price 0.3, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 2 impressions of adomain 'moneywalk.app' with mean price 0.1, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 2 impressions of adomain 'murka.com' with mean price 0.0, 5 impressions of adomain 'mycashery.com' with mean price 0.4, 1 impressions of adomain 'naturesway.com' with mean price 0.1, 2 impressions of adomain 'nestle-watersna.com' with mean price 0.3, 10 impressions of adomain 'nestleusa.com' with mean price 0.4, 5 impressions of adomain 'newpub.co' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.8, 2 impressions of adomain 'one1brands.com' with mean price 0.0, 1 impressions of adomain 'oneaday.com' with mean price 0.5, 1 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 17 impressions of adomain 'papayagaming.com' with mean price 0.1, 1 impressions of adomain 'paulmitchell.com' with mean price 0.0, 9 impressions of adomain 'paypal.com' with mean price 0.7, 3 impressions of adomain 'pediasure.com' with mean price 0.5, 1 impressions of adomain 'pennfoster.edu' with mean price 0.3, 1 impressions of adomain 'pentlyconger.com' with mean price 0.5, 6 impressions of adomain 'pepsi.com' with mean price 0.4, 1 impressions of adomain 'pepsico.com' with mean price 0.3, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.6, 1 impressions of adomain 'petiq.com' with mean price 0.5, 13 impressions of adomain 'pfizer.com' with mean price 0.5, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'playtika.com' with mean price 0.0, 8 impressions of adomain 'poise.com' with mean price 0.0, 6 impressions of adomain 'postconsumerbrands.com' with mean price 0.4, 3 impressions of adomain 'premiernutrition.com' with mean price 0.5, 2 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 10 impressions of adomain 'randymarionhonda.com' with mean price 0.3, 1 impressions of adomain 'reckitt.com' with mean price 0.5, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 2 impressions of adomain 'samsung.com' with mean price 0.1, 1 impressions of adomain 'schiffvitamins.com' with mean price 0.7, 1 impressions of adomain 'sleepnumber.com' with mean price 0.1, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.5, 1 impressions of adomain 'socialgood.inc' with mean price 0.4, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 5 impressions of adomain 'solitairecash.com' with mean price 0.8, 3 impressions of adomain 'speed.app' with mean price 0.0, 3 impressions of adomain 'subaru.com' with mean price 0.4, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 6 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'truecitrus.com' with mean price 0.4, 1 impressions of adomain 'uphold.com' with mean price 0.0, 12 impressions of adomain 'verizon.com' with mean price 0.4, 4 impressions of adomain 'vicks.com' with mean price 0.4, 19 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'wendys.com' with mean price 0.0, 1 impressions of adomain 'wingsoftgame.com' with mean price 0.0, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'zackgreenfield.com' with mean price 0.9; 1 sessions in app 'com.pixel.art.coloring.color.number', 11 ad_requests with mean bid_floor 30.1; 13 sessions in app 'com.playvalve.dominoes', 1615 ad_requests with mean bid_floor 110.5; 1 sessions in app 'com.playvalve.solitaire', 14 ad_requests with mean bid_floor 62.2; 1 sessions in app 'com.playvalve.spades', 23 ad_requests with mean bid_floor 65.0; 3 sessions in app 'com.playvalve.tc', 52 ad_requests with mean bid_floor 87.9; 25 sessions in app 'com.playvalve.yatzy', 1388 ad_requests with mean bid_floor 85.5, 1 impressions of adomain 'almedia.co' with mean price 0.4, 13 impressions of adomain 'amazon.com' with mean price 0.4, 1 clicks of adomain 'buyatoyota.com', 1 impressions of adomain 'buyatoyota.com' with mean price 47.9, 1 impressions of adomain 'eyemartexpress.com' with mean price 0.7, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 2.2, 1 impressions of adomain 'jorisson.com' with mean price 0.7, 1 impressions of adomain 'kbhome.com' with mean price 0.6, 1 impressions of adomain 'mycashery.com' with mean price 0.5, 1 impressions of adomain 'oneaday.com' with mean price 0.6, 2 impressions of adomain 'sanofi.com' with mean price 0.7, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 2.6; 12 sessions in app 'com.pogotech.pogocash', 19 ad_requests with mean bid_floor 6.4; 6 sessions in app 'com.potatoplay.mergerestaurant', 18 ad_requests with mean bid_floor 8.2; 5 sessions in app 'com.productmadness.cashmancasino', 31 ad_requests with mean bid_floor 19.7; 14 sessions in app 'com.reelrush.video.mobilink', 94 ad_requests with mean bid_floor 32.1; 1 sessions in app 'com.rockbite.zombieoutpost', 4 ad_requests with mean bid_floor 161.6; 10 sessions in app 'com.rovio.dream', 77 ad_requests with mean bid_floor 200.9; 6 sessions in app 'com.scopely.yux', 21 ad_requests with mean bid_floor 15.3; 2 sessions in app 'com.smashsolitaire.solitaire.money.classic.kondlike.cards', 3 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 260 ad_requests with mean bid_floor 8.9, 1 impressions of adomain 'games.atlasreality.com' with mean price 72.9, 1 impressions of adomain 'jorisson.com' with mean price 4.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 229.6, 1 clicks of adomain 'scrambly.io', 2 impressions of adomain 'scrambly.io' with mean price 39.3; 1 sessions in app 'com.staplegames.yatzy', 10 ad_requests with mean bid_floor 44.4; 1 sessions in app 'com.superplaystudios.dicedreams', 1 ad_requests with mean bid_floor 15.8; 2 sessions in app 'com.tbhg.goodhabit', 23 ad_requests with mean bid_floor 2.9; 8 sessions in app 'com.toywx.battlepuzzle.match3.gp', 29 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.tripledot.solitaire', 29 ad_requests with mean bid_floor 11.7; 1 sessions in app 'com.tripledot.tile.blossom', 20 ad_requests with mean bid_floor 13.3, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'mycashery.com' with mean price 0.5; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.trivialtechnology.Cribbage', 12 ad_requests with mean bid_floor 20.3; 8 sessions in app 'com.uken.solitaire.story', 41 ad_requests with mean bid_floor 0.5; 2 sessions in app 'com.unicostudio.blastfriends', 33 ad_requests with mean bid_floor 2.5, 2 impressions of adomain 'pediasure.com' with mean price 3.2; 4 sessions in app 'com.wildcard.classicspades', 142 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'kbhome.com' with mean price 0.6, 1 impressions of adomain 'mistplay.com' with mean price 0.5, 1 impressions of adomain 'numerator.com' with mean price 1.5, 2 impressions of adomain 'papayagaming.com' with mean price 0.3, 2 impressions of adomain 'pediasure.com' with mean price 0.8, 1 impressions of adomain 'pentlyconger.com' with mean price 0.7, 2 impressions of adomain 'sanofi.com' with mean price 0.5, 3 impressions of adomain 'solitairecash.com' with mean price 0.9, 4 impressions of adomain 'textnow.com' with mean price 0.3, 2 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.7; 1 sessions in app 'com.wood.nut.and.bolts.puzzle', 8 ad_requests with mean bid_floor 8.7; 2 sessions in app 'com.yallaplay.spadesmasters', 25 ad_requests with mean bid_floor 362.4; 2 sessions in app 'games.extradimension.cafemerge', 33 ad_requests with mean bid_floor 25.1; 1 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 16 ad_requests with mean bid_floor 26.6; 2 sessions in app 'idle.goblins.wood.tycoon', 12 ad_requests with mean bid_floor 17.9; 2 sessions in app 'in.playsimple.wordsearch', 64 ad_requests with mean bid_floor 9.6; 5 sessions in app 'in.playsimple.wordtrip', 30 ad_requests with mean bid_floor 20.8; 4 sessions in app 'io.randomco.travel', 80 ad_requests with mean bid_floor 446.9; 3 sessions in app 'klondike.solitaire.cardgames.puzzle.free.offline.freecell.spider', 44 ad_requests with mean bid_floor 13.2; 4 sessions in app 'live.party.bingo.free.vegas.online.jackpot.casino.game', 23 ad_requests with mean bid_floor 31.6; 1 sessions in app 'loppipoppi.yatzy', 8 ad_requests with mean bid_floor 19.4; 1 sessions in app 'net.flysher.rockncash', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'one.cryptoguru.cryptotradingacademy', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 81 ad_requests with mean bid_floor 8.1, 1 clicks of adomain 'almedia.co', 1 impressions of adomain 'almedia.co' with mean price 14.2; 5 sessions in app 'spades.solitaire.card.games.free', 34 ad_requests with mean bid_floor 82.0; 1 sessions in app 'sudoku.puzzle.free.game.brain', 7 ad_requests with mean bid_floor 32.2, 1 impressions of adomain 'megabankerrush.com' with mean price 3.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45696.7345833333;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 4:23:03;time_since_impression_in_hours is 195;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 0.446837025343176;partition is 2785
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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 '55b63794-50ad-4b81-80e8-71bfaf28cbfe';uuid is '0369264d-e3b4-4653-b562-ae562e445f3f';bid_timestamp is '2025-01-10 3:36:09';device_id is '55b63794-50ad-4b81-80e8-71bfaf28cbfe';biddate is '2025-01-10';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 11.5556456148624;target_cpi is 0.8;campaign is 57765;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is 6.462038;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 24113244 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.16;prior_theme_impressions_count is 11;prior_tag_clicks_count is 2 ;time_since_click is 24847598;hour is '2025-01-10 03:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[5 sessions in app 'com.avatarlife.avatarstory.mystory.myworld.mywonder', 59 ad_requests with mean bid_floor 57.3; 10 sessions in app 'com.blackout.spades', 890 ad_requests with mean bid_floor 34.6, 1 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.7; 10 sessions in app 'com.digitalchemy.calculator.freedecimal', 54 ad_requests with mean bid_floor 151.5; 14 sessions in app 'com.fiogonia.hearts', 1190 ad_requests with mean bid_floor 24.3; 1 sessions in app 'com.gma.ball.sort.color.water.puzzle', 34 ad_requests with mean bid_floor 3.0; 5 sessions in app 'com.gofive.fashion.stylist.dress.up', 149 ad_requests with mean bid_floor 38.2; 1 sessions in app 'com.king.candycrushsaga', 2 ad_requests with mean bid_floor 3.1; 41 sessions in app 'com.loop.match3d', 370 ad_requests with mean bid_floor 4.1; 7 sessions in app 'com.mathbrain.sudoku', 100 ad_requests with mean bid_floor 9.3, 6 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'cadillac.com' with mean price 0.1, 9 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'intuit.com' with mean price 0.1; 1 sessions in app 'com.miniit.spotit', 22 ad_requests with mean bid_floor 75.2; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 19 ad_requests with mean bid_floor 10.1; 203 sessions in app 'com.peoplefun.wordcross', 3716 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.psafe.msuite', 4 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.8; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 1 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-10 3:42:13;time_since_impression_in_hours is 6698;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 6902;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.869767455517008;partition is 155
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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 '68d3c434-f6a9-4659-a64f-027e2358c1b1';uuid is 'ea4776a2-ee32-4505-bf5c-9d1257c439b0';bid_timestamp is '2025-01-11 0:36:48';device_id is '68d3c434-f6a9-4659-a64f-027e2358c1b1';biddate is '2025-01-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 26.968799814049;target_cpi is 1.56264217110545;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 29.68;placement_historical_value is 11.639012;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 23999255 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.92;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-11 00:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[52 sessions in app 'com.azwstudios.theholybible.kjv', 112 ad_requests with mean bid_floor 2.5; 29 sessions in app 'com.blackout.spades', 1653 ad_requests with mean bid_floor 36.2, 3 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'giantfoodstores.com' with mean price 1.0, 1 impressions of adomain 'peacocktv.com' with mean price 0.8, 1 impressions of adomain 'tezspire.com' with mean price 2.3; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-11 0:57:59;time_since_impression_in_hours is 6666;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 0.823283038404526;partition is 652
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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 'd9ad9950-2e5e-4f81-944b-9310d42e78b1';uuid is '6da3f5ba-3806-4be8-8ede-394caf00d3b0';bid_timestamp is '2024-12-26 2:11:21';device_id is 'd9ad9950-2e5e-4f81-944b-9310d42e78b1';biddate is '2024-12-26';country is 'USA';app is 'com.mobilityware.Dominoes';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 19.2787123146897;target_cpi is 3.97644778959267;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 9.54 ;min_floor is ;bidmachine_placement_value is 1.1;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 164481 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.1;prior_theme_impressions_count is 10;prior_tag_clicks_count is 5 ;time_since_click is 1021454;hour is '2024-12-26 02:00:00+00:00';day_of_week is '3';os_version is 10;user_behavior is :[2 sessions in app 'casinoslots.classic.thereels.android', 9 ad_requests with mean bid_floor 0.2; 2 sessions in app 'com.freereels.app', 290 ad_requests with mean bid_floor 39.1; 5 sessions in app 'com.merge6.mergeremove.goods', 38 ad_requests with mean bid_floor 16.2; 485 sessions in app 'com.metropcs.metrozone', 3459 ad_requests with mean bid_floor 74.5; 13 sessions in app 'com.mobilityware.Dominoes', 630 ad_requests with mean bid_floor 15.4, 1 impressions of adomain 'everydaywinner.net' with mean price 4.1, 1 clicks of adomain 'governorofpoker.com', 1 impressions of adomain 'governorofpoker.com' with mean price 4.2, 2 clicks of adomain 'productmadness.com', 3 impressions of adomain 'productmadness.com' with mean price 3.6, 1 impressions of adomain 'smuckers.com' with mean price 4.4, 2 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 3.8, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 4.4; 88 sessions in app 'com.multiplayertonk', 592 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.rjp.diarypro', 10 ad_requests with mean bid_floor 1.5; 2 sessions in app 'com.tripledot.solitaire', 37 ad_requests with mean bid_floor 23.1; 4 sessions in app 'com.vgames.dealtoberiches', 61 ad_requests with mean bid_floor 42.7; 47 sessions in app 'com.wildcard.spades', 1262 ad_requests with mean bid_floor 7.0, 37 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'eventbrite.com' with mean price 0.5, 1 impressions of adomain 'evenue.net' with mean price 0.8, 2 impressions of adomain 'foodbankonline.org' with mean price 1.0, 1 impressions of adomain 'mcluck.com' with mean price 0.7, 1 impressions of adomain 'productmadness.com' with mean price 8.2, 2 impressions of adomain 'sentara.edu' with mean price 1.3, 4 impressions of adomain 'vwu.edu' with mean price 0.7, 1 clicks of adomain 'zynga.com', 2 impressions of adomain 'zynga.com' with mean price 5.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-26 4:04:08;time_since_impression_in_hours is 45;channel is 'USA/I/bidmachine/com.mobilityware.Dominoes/False/192';time_since_click_in_hours is 284;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.251111313832835;partition is 2792
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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 '74ee9880-fe50-438c-a4d6-135805661429';uuid is '87722b3c-ee08-41c3-a539-7f1e6d6890b6';bid_timestamp is '2024-12-22 3:07:24';device_id is '74ee9880-fe50-438c-a4d6-135805661429';biddate is '2024-12-22';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'ironsource';raw_price is 49.7972950339317;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 105 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'vi';bid_floor is 2.63618799999999 ;min_floor is 2.63618799999999 ;bidmachine_placement_value is 5.678572;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;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-22 03:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[4 sessions in app 'com.color.busfrenzy', 90 ad_requests with mean bid_floor 4.3; 9 sessions in app 'com.handmark.expressweather', 23 ad_requests with mean bid_floor 68.9; 1 sessions in app 'com.heatherglade.idleguy', 16 ad_requests with mean bid_floor 14.0, 1 impressions of adomain 'snapchat.com' with mean price 45.1; 3 sessions in app 'com.inspiredsquare.jupiter', 87 ad_requests with mean bid_floor 12.5; 3 sessions in app 'com.matteljv.uno', 21 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.wildcard.spadespop', 8 ad_requests with mean bid_floor 6.1; 1 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 7.6; 1 sessions in app 'net.peakgames.mobile.spades.android', 39 ad_requests with mean bid_floor 31.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-22 3:13:20;time_since_impression_in_hours is 0;channel is 'USA/V/ironsource/com.blackout.spades/False/137';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.685971677175203;partition is 551
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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 'de51eb57-4024-45c6-b8bb-07407a522487';uuid is '1ce83dc6-777a-42b4-acf2-4c6aacd18d6a';bid_timestamp is '2024-12-20 14:44:08';device_id is 'de51eb57-4024-45c6-b8bb-07407a522487';biddate is '2024-12-20';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 7.32490009240285;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 31.440678;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 57 ;time_since_impression is 10765884 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.82;prior_theme_impressions_count is 57;prior_tag_clicks_count is 2 ;time_since_click is 20823604;hour is '2024-12-20 14:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[2 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 16 ad_requests with mean bid_floor 19.1; 8 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 78 ad_requests with mean bid_floor 10.4; 45 sessions in app 'com.easybrain.word.puzzle.game', 6041 ad_requests with mean bid_floor 11.5, 1 impressions of adomain 'acorn.tv' with mean price 1.4, 9 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 12 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'ameriprise.com' with mean price 0.6, 1 impressions of adomain 'autotrader.com' with mean price 0.7, 6 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'cocacola.com' with mean price 0.3, 17 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 0.6, 1 impressions of adomain 'dctattooexpo.com' with mean price 0.2, 5 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 6 impressions of adomain 'dollargeneral.com' with mean price 0.4, 1 impressions of adomain 'duracell.com' with mean price 0.2, 1 impressions of adomain 'elanco.com' with mean price 0.1, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.3, 1 impressions of adomain 'ezhealth.app' with mean price 15.2, 2 impressions of adomain 'forfreemarkets.org' with mean price 0.8, 1 impressions of adomain 'gillette.com' with mean price 0.3, 6 impressions of adomain 'goldbond.com' with mean price 0.9, 3 impressions of adomain 'haleon.com' with mean price 0.2, 5 impressions of adomain 'hulu.com' with mean price 0.9, 1 impressions of adomain 'ingrezza.com' with mean price 0.5, 45 impressions of adomain 'inova.org' with mean price 0.4, 1 impressions of adomain 'jcpenny.com' with mean price 0.1, 1 impressions of adomain 'kao.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 19 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'mecu.com' with mean price 0.1, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'nautica.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'nybakery.com' with mean price 0.5, 1 impressions of adomain 'olay.com' with mean price 0.7, 1 impressions of adomain 'oldspice.com' with mean price 0.8, 14 impressions of adomain 'papajohns.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'pcmanet.org' with mean price 0.8, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'prilosecotc.com' with mean price 0.7, 2 impressions of adomain 'princegeorgescountymd.gov' with mean price 0.3, 16 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'sanofi.com' with mean price 0.5, 2 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'speedway.com' with mean price 0.4, 3 impressions of adomain 'stellaartois.com' with mean price 0.3, 3 impressions of adomain 'subaru.com' with mean price 0.6, 2 impressions of adomain 'tide.com' with mean price 12.7, 2 impressions of adomain 'tiktok.com' with mean price 1.6, 11 impressions of adomain 'vicks.com' with mean price 0.8, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'wooga.com' with mean price 0.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.numbergames.linked2248.tile.numberpuzzle2048', 6 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.onunhen.bible', 4 ad_requests with mean bid_floor 78.3; 37 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1857 ad_requests with mean bid_floor 12.8; 15 sessions in app 'com.tumblr', 228 ad_requests with mean bid_floor 6.5; 14 sessions in app 'easy.launcher', 14 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 4.5; 1 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 13.2; 1 sessions in app 'spider.classic.solitaire.card.pgmaker', 13 ad_requests with mean bid_floor 15.1, 3 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'colgate.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 2024-12-20 14:47:36;time_since_impression_in_hours is 2990;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 5784;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.687133905971131;partition is 551
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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 '33b86ee7-97b4-484b-a26b-e54867766227';uuid is '40357b96-63d3-46f7-a0db-cbc4c341957a';bid_timestamp is '2025-01-13 1:00:22';device_id is '33b86ee7-97b4-484b-a26b-e54867766227';biddate is '2025-01-13';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 19.12169692572;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 53;placement_historical_value is 15.694943;third_party_bid_price is ;prior_tag_impressions_count is 38 ;time_since_impression is 27548 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.22;prior_theme_impressions_count is 38;prior_tag_clicks_count is 7 ;time_since_click is 27545;hour is '2025-01-13 01:00:00+00:00';day_of_week is '0';os_version is 10;user_behavior is :[6 sessions in app 'and.lihuhu.MTBall', 174 ad_requests with mean bid_floor 46.1; 16 sessions in app 'com.block.puzzle.free.wood', 585 ad_requests with mean bid_floor 23.3; 1 sessions in app 'com.core.biggame.marble.android', 7 ad_requests with mean bid_floor 0.8; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 12.4; 17 sessions in app 'com.match.triple.games.sort3d.puzzle', 244 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.mintgames.fancyjigsaw', 3 ad_requests with mean bid_floor 5.2; 31 sessions in app 'com.mobilityware.CastleSolitaire', 733 ad_requests with mean bid_floor 6.7, 1 impressions of adomain '.wakefern.com' with mean price 1.6, 1 impressions of adomain 'amazon.com' with mean price 0.1, 6 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'chick-fil-a.com' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'finewineandgoodspirits.com' with mean price 9.4, 1 impressions of adomain 'freshexpress.com' with mean price 1.7, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.4, 1 impressions of adomain 'hkgroup.com' with mean price 0.1, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 2 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'kellanova.com' with mean price 1.4, 1 impressions of adomain 'metacoregames.com' with mean price 7.3, 1 clicks of adomain 'metacoregames.com', 1 clicks of adomain 'pangugameglobal.com', 1 impressions of adomain 'pangugameglobal.com' with mean price 3.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.1, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.1, 1 impressions of adomain 'schiffvitamins.com' with mean price 0.1, 1 impressions of adomain 'sunmaid.com' with mean price 0.1, 1 impressions of adomain 'tactilegames.com' with mean price 6.4, 3 impressions of adomain 'vc32cccaa.app-ads-txt.com' with mean price 6.9, 2 clicks of adomain 'vc32cccaa.app-ads-txt.com', 1 impressions of adomain 'walgreens.com' with mean price 1.4, 1 impressions of adomain 'weather.com' with mean price 5.2, 1 impressions of adomain 'www2.wakefern.com' with mean price 0.2, 2 impressions of adomain 'yourradioplace.com' with mean price 0.1, 1 clicks of adomain 'youyungames.com', 1 impressions of adomain 'youyungames.com' with mean price 6.6; 2 sessions in app 'com.newpubco.spades', 50 ad_requests with mean bid_floor 5.0, 1 impressions of adomain 'playsimple.in' with mean price 0.3, 1 impressions of adomain 'productmadness.com' with mean price 1.2; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 3.7; 20 sessions in app 'com.playvalve.spades', 933 ad_requests with mean bid_floor 118.4, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.4, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 4 impressions of adomain 'instagram.com' with mean price 0.3, 2 impressions of adomain 'walgreens.com' with mean price 1.0; 5 sessions in app 'com.puzzle.triple.match3D', 58 ad_requests with mean bid_floor 4.6; 3 sessions in app 'com.screw.puzzle.family', 47 ad_requests with mean bid_floor 14.5; 7 sessions in app 'com.solitaire.patience.klondike.classic.card.games', 187 ad_requests with mean bid_floor 17.7, 1 impressions of adomain 'healthydelaware.org' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.2; 7 sessions in app 'com.solitarie.card.regal.game', 109 ad_requests with mean bid_floor 70.3; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 95 ad_requests with mean bid_floor 13.6, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 21.1; 5 sessions in app 'com.tile.match.blockpuzzle', 32 ad_requests with mean bid_floor 111.8; 3 sessions in app 'com.tripledot.tile.blossom', 116 ad_requests with mean bid_floor 10.4, 13 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'exmox.com' with mean price 0.2, 1 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'joinpropel.com' with mean price 0.0; 4 sessions in app 'com.tripledot.woodoku', 16 ad_requests with mean bid_floor 5.7; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 5.9; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 5.7; 5 sessions in app 'in.playsimple.triple.tile.matchgame.pair.three.puzzle.object.royale', 317 ad_requests with mean bid_floor 29.9; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 3.5; 4 sessions in app 'in.playsimple.wordtrip', 14 ad_requests with mean bid_floor 8.5; 66 sessions in app 'jp.co.goodroid.hyper.hexaaway', 2112 ad_requests with mean bid_floor 2.7, 1 impressions of adomain '3m.com' with mean price 0.3, 727 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'admile.com' with mean price 0.1, 15 impressions of adomain 'amazon.com' with mean price 0.2, 6 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.3, 4 impressions of adomain 'chipsahoy.com' with mean price 0.3, 9 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'depend.com' with mean price 0.1, 15 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'fit2run.com' with mean price 0.4, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'giantfoodstores.com' with mean price 0.2, 3 impressions of adomain 'google.com' with mean price 0.0, 2 impressions of adomain 'gourmetnut.com' with mean price 0.8, 1 impressions of adomain 'goya.com' with mean price 0.7, 2 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'hellobonafide.com' with mean price 0.2, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.8, 2 impressions of adomain 'hkgroup.com' with mean price 0.4, 4 impressions of adomain 'homes.com' with mean price 0.0, 1 impressions of adomain 'ibew.org' with mean price 0.6, 14 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 2 impressions of adomain 'jacksonfamilywines.com' with mean price 0.8, 8 impressions of adomain 'kelloggs.com' with mean price 0.6, 2 impressions of adomain 'kitaylegal.com' with mean price 0.2, 3 impressions of adomain 'lacteol.com' with mean price 0.1, 3 impressions of adomain 'lambsivy.com' with mean price 0.2, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 3 impressions of adomain 'marriott.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 42 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'moodmixes.com' with mean price 0.4, 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 4.8, 1 impressions of adomain 'newpub.co/spades' with mean price 8.6, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'nj.betrivers.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 2 impressions of adomain 'numerator.com' with mean price 0.0, 7 impressions of adomain 'nutrafol.com' with mean price 0.2, 4 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'phillipspaint.com' with mean price 0.6, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'playtowingames.net' with mean price 0.0, 11 impressions of adomain 'pluto.tv' with mean price 0.0, 2 impressions of adomain 'progressive.com' with mean price 0.0, 1 impressions of adomain 'publicissapient.com' with mean price 1.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'radio.com' with mean price 0.0, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 4 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'schweidandsons.com' with mean price 1.7, 1 impressions of adomain 'scottbrand.com' with mean price 0.1, 1 impressions of adomain 'shopgenius.com' with mean price 0.5, 2 impressions of adomain 'smuckers.com' with mean price 0.5, 2 impressions of adomain 'solocup.com' with mean price 0.7, 1 impressions of adomain 'southwest.com' with mean price 0.1, 3 impressions of adomain 'tempursealy.com' with mean price 0.2, 7 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'us.betrivers.net' with mean price 0.1, 2 impressions of adomain 'visionworks.com' with mean price 0.2, 10 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'washington.org' with mean price 0.1, 11 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'wsj.com' with mean price 0.0, 5 impressions of adomain 'www2.wakefern.com' with mean price 0.3, 1 impressions of adomain 'youyungames.com' with mean price 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-13 1:09:03;0_timestamp is 2025-01-13 1:09:03;time_since_impression_in_hours is 7;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 8;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.450762955556416;partition is 3615
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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 'db67aeb7-b647-4808-9fb6-2296123a9d35';uuid is '6e8fa9a3-8c34-4e36-bc58-90ea1043f483';bid_timestamp is '2025-02-07 0:18:50';device_id is 'db67aeb7-b647-4808-9fb6-2296123a9d35';biddate is '2025-02-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 147.23134836704;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 50.88;placement_historical_value is 128.935347;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 4743644 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 4.6;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 4743639;hour is '2025-02-07 00:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app '404497e1b944191cee9ba53d2379bf93', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'beetles.puzzle.solitaire', 52 ad_requests with mean bid_floor 13.2, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 9 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 728 ad_requests with mean bid_floor 17.1, 1 impressions of adomain 'amazon.com' with mean price 0.4, 24 impressions of adomain 'creditkarma.com' with mean price 11.4, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.7, 5 impressions of adomain 'walgreens.com' with mean price 0.5, 16 impressions of adomain 'walmart.com' with mean price 1.7, 1 impressions of adomain 'youfit.com' with mean price 0.9; 2 sessions in app 'com.agedstudio.bible.trivia.knowledge', 37 ad_requests with mean bid_floor 8.1; 6 sessions in app 'com.blackout.spades', 316 ad_requests with mean bid_floor 11.1, 6 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'amerisbank.com' with mean price 0.8, 1 impressions of adomain 'doordash.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 5 impressions of adomain 'shipt.com' with mean price 0.3, 1 impressions of adomain 'temu.com' with mean price 2.3, 1 impressions of adomain 'walmart.com' with mean price 0.5; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 12.8; 1 sessions in app 'com.marketer.greenpass', 6 ad_requests with mean bid_floor 1.9; 7 sessions in app 'com.otium.solitaire.classic.card.game', 44 ad_requests with mean bid_floor 43.9; 2 sessions in app 'com.solitaire.cards.deluxe', 7 ad_requests with mean bid_floor 12.5; 2 sessions in app 'com.solitaire.classic.game', 17 ad_requests with mean bid_floor 14.5; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 1.0; 1 sessions in app 'kjv.bible.kingjamesbible', 24 ad_requests with mean bid_floor 38.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 0:23:59;time_since_impression_in_hours is 1317;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1318;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.743337636933051;partition is 1955
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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 'cef9621d-01a4-495e-8eda-06f530e6f8fc';uuid is '2323b223-107b-45a1-8b0a-418b6850bca0';bid_timestamp is '2025-01-15 2:01:24';device_id is 'cef9621d-01a4-495e-8eda-06f530e6f8fc';biddate is '2025-01-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 9.48469878850083;target_cpi is 0.893636763370201;campaign is 57724;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 29.68;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 2758965 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.94;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is 2759075;hour is '2025-01-15 02:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[2 sessions in app 'clean.master.antivirus.battery.ora', 16 ad_requests with mean bid_floor 57.5; 1 sessions in app 'com.PE.Sneakers', 203 ad_requests with mean bid_floor 12.8; 13 sessions in app 'com.art.pixel.chill.hobby.games.paint.color.by.numbers', 145 ad_requests with mean bid_floor 0.5, 1 impressions of adomain 'adidas.com' with mean price 0.1, 5 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'amerisbank.com' with mean price 0.4, 2 impressions of adomain 'aveeno.com' with mean price 0.3, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 14 impressions of adomain 'depend.com' with mean price 0.2, 62 impressions of adomain 'disneyplus.com' with mean price 0.4, 17 impressions of adomain 'dph.georgia.gov' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'hims.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'lifetimebrands.com' with mean price 0.1, 3 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'mauimoisture.com' with mean price 0.1, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'moroccanoil.com' with mean price 0.4, 2 impressions of adomain 'nubeqa-us.com' with mean price 1.9, 3 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'ozk.com' with mean price 0.1, 12 impressions of adomain 'paramountplus.com' with mean price 0.3, 14 impressions of adomain 'paulmitchell.com' with mean price 0.3, 1 impressions of adomain 'pepcid.com' with mean price 0.1, 1 impressions of adomain 'refreshbrand.com' with mean price 0.3, 2 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1, 3 impressions of adomain 'zarbees.com' with mean price 0.1; 26 sessions in app 'com.blackout.spades', 4199 ad_requests with mean bid_floor 27.8, 1 impressions of adomain 'att.com' with mean price 0.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 9.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'vail.com' with mean price 1.0; 3 sessions in app 'com.bluecat.fruitguess', 138 ad_requests with mean bid_floor 13.0; 1 sessions in app 'com.breakingnewsbrief.app', 2 ad_requests with mean bid_floor 1.4; 2 sessions in app 'com.iceors.colorbook.release', 2 ad_requests with mean bid_floor 11.9; 1 sessions in app 'com.kjv.bible.now', 120 ad_requests with mean bid_floor 17.1; 6 sessions in app 'com.liotek.lannbible', 22 ad_requests with mean bid_floor 62.5; 2 sessions in app 'com.meowth.flowermaster', 9 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newpubco.spades', 23 ad_requests with mean bid_floor 4.6; 15 sessions in app 'com.sgn.pandapop.gp', 794 ad_requests with mean bid_floor 146.3; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 0.7; 2 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 28.6];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 2025-01-15 2:07:57;time_since_impression_in_hours is 766;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 766;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.258587044132224;partition is 1976
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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 '471d23f2-be1b-40b6-bf0b-627bbdb15ff4';bid_timestamp is '2025-02-08 5:19:30';device_id is 'e92143cd-7f35-4a65-b47c-17fcef910f59';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 23.376759718109;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 'i';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 42.4;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 30076923 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1.14;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-08 05:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 5:29:20;time_since_impression_in_hours is 8354;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 0.563718764481969;partition is 2359
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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 '97d32b52-b090-4f03-8041-847a1649c439';uuid is '1670224f-6af1-4c62-b141-8fbb023d6448';bid_timestamp is '2025-01-29 4:52:38';device_id is '97d32b52-b090-4f03-8041-847a1649c439';biddate is '2025-01-29';country is 'USA';app is 'com.un2.unlockring3dpuzzle';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 14.6208907516117;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 3 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';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 '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 04:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[1 sessions in app 'com.newpubco.spades', 6 ad_requests with mean bid_floor 12.3; 3 sessions in app 'com.un2.unlockring3dpuzzle', 142 ad_requests with mean bid_floor 8.8];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 2025-01-29 5:05:20;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.un2.unlockring3dpuzzle/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.500624487696525;partition is 1909
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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 'b00925d3-7674-4791-a67b-e11f7dd837a7';uuid is 'f7aa1980-8931-433a-8090-3d08be572adc';bid_timestamp is '2025-02-07 2:34:07';device_id is 'b00925d3-7674-4791-a67b-e11f7dd837a7';biddate is '2025-02-07';country is 'USA';app is 'com.drum.muse.pad.bit';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 31.3325028106386;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'Sunny cc inc';seller_id is 406;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 18.348658;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 2.03;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 02:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'cinesphere.cinesphere.cs', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.AliceTile.Story.Secret.and', 25 ad_requests with mean bid_floor 6.8; 1 sessions in app 'com.ball.tour.eight', 15 ad_requests with mean bid_floor 8.8; 4 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 36 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.bingbang.elimin', 7 ad_requests with mean bid_floor 6.0; 4 sessions in app 'com.briqzen.game.happy.merge.balls', 55 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.candy.match.tiles.party', 16 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.card2048.game.akal', 3 ad_requests with mean bid_floor 3.5; 25 sessions in app 'com.clean.fast.launcher', 63 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.cube.tap.fun.teor.game', 15 ad_requests with mean bid_floor 5.8; 34 sessions in app 'com.drum.muse.pad.bit', 124 ad_requests with mean bid_floor 6.5, 1 impressions of adomain 'amazon.com' with mean price 1.4, 1 impressions of adomain 'bestplay.app' with mean price 37.5, 2 impressions of adomain 'bigo.tv' with mean price 25.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 31.3, 1 impressions of adomain 'productmadness.com' with mean price 28.3, 1 impressions of adomain 'tagged.com' with mean price 0.6; 17 sessions in app 'com.gamblenop.fortuneqrs', 1399 ad_requests with mean bid_floor 5.6, 1 clicks of adomain 'almedia.co', 2 impressions of adomain 'almedia.co' with mean price 44.8, 1 clicks of adomain 'everydaywinner.net', 1 impressions of adomain 'everydaywinner.net' with mean price 116.7, 1 impressions of adomain 'mdmexclusives.com' with mean price 57.5; 1 sessions in app 'com.hada.dabitday', 15 ad_requests with mean bid_floor 4.7; 2 sessions in app 'com.kidslearn.abckids.kidsalphabets.colorskids210', 447 ad_requests with mean bid_floor 22.2; 3 sessions in app 'com.king.kingdom.final', 64 ad_requests with mean bid_floor 195.6; 1 sessions in app 'com.lucky.scratchcard.championjackpot.cactus', 41 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.masber.puzzle.popping.cutie', 2 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.merge.vogue.hue.amazing', 8 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 6 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newpubco.spades', 68 ad_requests with mean bid_floor 33.9, 2 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'bigo.tv' with mean price 0.5, 1 impressions of adomain 'intuit.com' with mean price 1.0, 2 impressions of adomain 'tech.pokergaga.net' with mean price 45.4, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 1 sessions in app 'com.playvalve.ballsort', 33 ad_requests with mean bid_floor 43.9; 1 sessions in app 'com.playvalve.spades', 37 ad_requests with mean bid_floor 75.3, 1 impressions of adomain 'bumble.com' with mean price 0.9, 1 impressions of adomain 'meetme.com' with mean price 0.7; 1 sessions in app 'com.sea.match.abyssal.tiles', 4 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.set.starry.plain', 20 ad_requests with mean bid_floor 7.0; 1 sessions in app 'com.talent.billiards.balls.merge', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.tkbx.tikbox', 31 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.ultimate.tournament', 7 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.up.up.study.copper', 15 ad_requests with mean bid_floor 238.6; 1 sessions in app 'com.use.specie.scratch.card', 193 ad_requests with mean bid_floor 134.0; 1 sessions in app 'com.wildcard.spadespop', 16 ad_requests with mean bid_floor 5.2; 5 sessions in app 'net.cinescope.cinescope', 20 ad_requests with mean bid_floor 3.8; 17 sessions in app 'see.cineInsight.com', 68 ad_requests with mean bid_floor 0.0; 1 sessions in app 'winner.slot.money.skill.cash.free.rewards.casino.easy', 5 ad_requests with mean bid_floor 4.6; 1 sessions in app 'zombie.survival.dead.shooting', 5 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 2:43:41;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.drum.muse.pad.bit/False/406';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.430929464901158;partition is 36
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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 '50b14127-99fa-4343-ba6d-10fbc165029d';uuid is '966aad97-f6b7-4b7c-bc1f-53f40a8cb55e';bid_timestamp is '2024-12-20 21:46:45';device_id is '50b14127-99fa-4343-ba6d-10fbc165029d';biddate is '2024-12-20';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 12.4891011175379;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 559 ;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 14 ;time_since_impression is 2317804 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.93;prior_theme_impressions_count is 14;prior_tag_clicks_count is 2 ;time_since_click is 2317798;hour is '2024-12-20 21:00:00+00:00';day_of_week is '4';os_version is 10;user_behavior is :[1 sessions in app 'com.bridgebase.BridgeBase', 10 ad_requests with mean bid_floor 19.0; 1 sessions in app 'com.newpubco.spades', 68 ad_requests with mean bid_floor 2.7, 1 impressions of adomain 'amazon.com' with mean price 4.7, 4 impressions of adomain 'apcu.com' with mean price 0.5, 1 impressions of adomain 'ballsort.gurugame.ai' with mean price 4.2, 1 impressions of adomain 'dfamilk.com' with mean price 0.4, 2 impressions of adomain 'discover.com' with mean price 2.3, 1 impressions of adomain 'dymatize.com' with mean price 1.0, 1 impressions of adomain 'edwards.com' with mean price 0.4, 2 impressions of adomain 'hhs.gov' with mean price 4.1, 15 impressions of adomain 'igt.com' with mean price 0.2, 1 impressions of adomain 'oppgen.io' with mean price 0.8, 1 impressions of adomain 'orgain.com' with mean price 0.8, 2 impressions of adomain 'redbull.com' with mean price 0.6, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.4, 1 impressions of adomain 'vicks.com' with mean price 0.5];dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2024-12-25 19:23:45;dc_15roundended_before_d8_timestamp is 45647.7639814815;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-20 22:02:08;time_since_impression_in_hours is 643;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 644;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0635887686987931;partition is 943
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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 '8788e2c5-0c64-4dc2-ae4a-7f207e2e9cf4';uuid is 'f45c2eee-c5f8-4d1c-9bf6-a127462a7d09';bid_timestamp is '2024-12-13 5:40:43';device_id is '8788e2c5-0c64-4dc2-ae4a-7f207e2e9cf4';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 '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'bidmachine';raw_price is 20;target_cpi is 2;campaign is 57577;creative_id is 229142;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 29.68;placement_historical_value is 17.729051;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 2.31;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-13 05:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[2 sessions in app 'com.abi.busjam.sortpuzzle', 39 ad_requests with mean bid_floor 5.2, 5 impressions of adomain 'allstate.com' with mean price 0.3, 1 impressions of adomain 'bidease.com_101931' with mean price 0.3, 1 impressions of adomain 'cash.app' with mean price 0.2, 1 impressions of adomain 'goldbond.com' with mean price 0.5, 1 impressions of adomain 'help.supercellsupport.com' with mean price 0.1, 1 impressions of adomain 'house-autry.com' with mean price 0.2, 2 impressions of adomain 'hulu.com' with mean price 0.8, 1 impressions of adomain 'intuit.com' with mean price 0.6, 1 impressions of adomain 'kellanova.com' with mean price 0.7, 1 impressions of adomain 'ocrevus.com' with mean price 0.4, 1 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'ruizfoods.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.bid.master.war.auction.battle', 4 ad_requests with mean bid_floor 3.4; 6 sessions in app 'com.blackout.spades', 225 ad_requests with mean bid_floor 36.1, 2 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'disneyplus.com' with mean price 0.4; 2 sessions in app 'com.epicoro.tinyclash', 24 ad_requests with mean bid_floor 8.9; 3 sessions in app 'com.hybridparking.game', 157 ad_requests with mean bid_floor 9.5; 23 sessions in app 'com.kjv.bible.now', 31 ad_requests with mean bid_floor 4.3; 2 sessions in app 'com.sorrykick.Mengjun', 150 ad_requests with mean bid_floor 12.9; 2 sessions in app 'com.storymatrix.drama', 19 ad_requests with mean bid_floor 51.1; 4 sessions in app 'io.superbrick.masterhospital', 891 ad_requests with mean bid_floor 24.4; 4 sessions in app 'io.supercent.pizzaidle', 450 ad_requests with mean bid_floor 18.4, 1 clicks of adomain 'pinterest.com', 2 impressions of adomain 'pinterest.com' with mean price 11.6; 1 sessions in app 'pics.karaage.saretuma', 5 ad_requests with mean bid_floor 2.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 5:49:06;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 0.109709330601105;partition is 943
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