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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 'd43e39ad-0e4e-4f6a-897f-48d20363291d';uuid is 'ed6816be-b3c7-4574-9543-9603ba7dae47';bid_timestamp is '2024-12-23 15:49:35';device_id is 'd43e39ad-0e4e-4f6a-897f-48d20363291d';biddate is '2024-12-23';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 36.8520487099885;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 6.028436;placement_historical_value is 19.662113;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 264816 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.81;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is 13257101;hour is '2024-12-23 15:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[3 sessions in app 'com.blackout.spades', 90 ad_requests with mean bid_floor 33.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 42.6, 6 impressions of adomain 'offerhives.com' with mean price 0.6, 1 impressions of adomain 'productmadness.com' with mean price 109.4; 6 sessions in app 'com.higgs.slotsmash', 37 ad_requests with mean bid_floor 3.0; 21 sessions in app 'com.tripledot.blockbash', 263 ad_requests with mean bid_floor 8.3, 1 impressions of adomain 'albertsons.com' with mean price 0.5, 5 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bajafresh.com' with mean price 0.4, 1 impressions of adomain 'beallsflorida.com' with mean price 0.5, 3 impressions of adomain 'brukinsa.com' with mean price 0.4, 2 impressions of adomain 'clubchampion.com' with mean price 0.9, 4 impressions of adomain 'datarobot.com' with mean price 0.5, 1 impressions of adomain 'discovery.com' with mean price 0.3, 1 impressions of adomain 'driscolls.com' with mean price 1.7, 1 impressions of adomain 'elfcosmetics.com' with mean price 0.3, 3 impressions of adomain 'flysfo.com' with mean price 1.0, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hawaiianairlines.com' with mean price 0.5, 1 impressions of adomain 'ingrezza.com' with mean price 0.3, 1 impressions of adomain 'kellanova.com' with mean price 0.3, 2 impressions of adomain 'kindsnacks.com' with mean price 0.5, 1 impressions of adomain 'lifeextension.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'metamucil.com' with mean price 0.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'onceuponachild.com' with mean price 1.2, 1 impressions of adomain 'paxlovid.com' with mean price 0.8, 1 impressions of adomain 'pg.com' with mean price 0.3, 3 impressions of adomain 'pharmavite.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'southwest.com' with mean price 0.3, 3 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'thehonestkitchen.com' with mean price 1.0, 1 impressions of adomain 'urbanetucson.com' with mean price 1.7, 4 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 2 impressions of adomain 'walmart.com' with mean price 0.5, 4 impressions of adomain 'wbd.com' with mean price 0.3, 1 impressions of adomain 'www.bhhs.com' with mean price 0.7; 2 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 1.9; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 7.3; 9 sessions in app 'in.playsimple.wordtrip', 20 ad_requests with mean bid_floor 76.0];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 73;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3683;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.990403649187567;partition is 2179
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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 'd619b7d5-11b2-47e2-ac1b-06af5be7212b';uuid is '3033cfd3-de66-437e-82bf-73a0592b3955';bid_timestamp is '2024-12-24 3:29:48';device_id is 'd619b7d5-11b2-47e2-ac1b-06af5be7212b';biddate is '2024-12-24';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 7.53706495358475;target_cpi is 3.36697147409525;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 76.32;placement_historical_value is 6.858878;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 105198 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.93;prior_theme_impressions_count is 13;prior_tag_clicks_count is 2 ;time_since_click is 16200776;hour is '2024-12-24 03:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[9 sessions in app 'com.blackout.spades', 1713 ad_requests with mean bid_floor 32.8, 5 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'churchdwight.com' with mean price 0.2, 2 impressions of adomain 'covergirl.com' with mean price 0.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'galderma.com' with mean price 0.9, 4 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'offerhives.com' with mean price 0.5, 1 clicks of adomain 'papajohns.com', 8 impressions of adomain 'papajohns.com' with mean price 1.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'persilproclean.com' with mean price 0.2; 1 sessions in app 'com.fugo.wow', 5 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.gamovation.mahjongclub', 7 ad_requests with mean bid_floor 1.3; 14 sessions in app 'com.miracle.block.smash.journey', 183 ad_requests with mean bid_floor 1.9, 2 impressions of adomain 'amazon.com' with mean price 1.2; 1 sessions in app 'com.peoplefun.wordcross', 15 ad_requests with mean bid_floor 9.1];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 29;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 4500;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.415871238225418;partition is 4016
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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 '84657311-d798-49a1-9765-a3ca3ecd370a';uuid is '8eba5036-8629-4a4d-be50-246c22d2c26f';bid_timestamp is '2025-01-19 0:31:56';device_id is '84657311-d798-49a1-9765-a3ca3ecd370a';biddate is '2025-01-19';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 15.9366524579281;target_cpi is 1.55083000615237;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 ;third_party_bid_price is ;prior_tag_impressions_count is 42 ;time_since_impression is 89149 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.3;prior_theme_impressions_count is 42;prior_tag_clicks_count is 14 ;time_since_click is 176846;hour is '2025-01-19 00:00:00+00:00';day_of_week is '6';os_version is 10;user_behavior is :[10 sessions in app 'at.ner.SolitaireKlondike', 11 ad_requests with mean bid_floor 42.2; 1 sessions in app 'com.afgame.app.poolball', 14 ad_requests with mean bid_floor 41.7; 1 sessions in app 'com.azgame.app.poolcity', 4 ad_requests with mean bid_floor 39.6; 68 sessions in app 'com.blackout.spades', 11473 ad_requests with mean bid_floor 27.9, 9 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'andersonuniversity.edu' with mean price 4.0, 6 impressions of adomain 'checkout51.com' with mean price 0.3, 3 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'dmu.edu' with mean price 0.5, 1 impressions of adomain 'drinkcirkul.com' with mean price 0.7, 2 impressions of adomain 'edgeparkcgm.com' with mean price 2.8, 2 impressions of adomain 'freestylelibre.us' with mean price 0.5, 1 impressions of adomain 'ghirardelli.com' with mean price 0.4, 1 impressions of adomain 'gnc.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.4, 1 impressions of adomain 'kohler.com' with mean price 0.4, 1 impressions of adomain 'mdanderson.org' with mean price 1.4, 1 impressions of adomain 'mg-united.com' with mean price 0.5, 1 impressions of adomain 'newpub.co' with mean price 3.4, 1 clicks of adomain 'newpub.co', 13 clicks of adomain 'newpub.co/spades', 37 impressions of adomain 'newpub.co/spades' with mean price 10.7, 5 impressions of adomain 'ozempic.com' with mean price 1.5, 3 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'samhsa.gov' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 2 impressions of adomain 'torkusa.com' with mean price 0.4, 2 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'winwithmcclatchy.com' with mean price 0.8; 2 sessions in app 'com.fancygame.solitaire.fish.girl', 14 ad_requests with mean bid_floor 1.2, 1 impressions of adomain 'sliding.toys' with mean price 0.3; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 4.8; 3 sessions in app 'com.fly.hong.pdfreader', 27 ad_requests with mean bid_floor 37.4; 3 sessions in app 'com.girls.solitaire.klondike.card.game.free', 6 ad_requests with mean bid_floor 5.2; 26 sessions in app 'com.handmark.expressweather', 79 ad_requests with mean bid_floor 59.9; 69 sessions in app 'com.hyilmaz.hearts', 1316 ad_requests with mean bid_floor 3.2; 39 sessions in app 'com.onet.connect.puzzle.match.game.wh', 2183 ad_requests with mean bid_floor 7.8, 1 impressions of adomain '7-eleven.com' with mean price 0.4, 1 impressions of adomain '9snail.com' with mean price 0.0, 75 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'azoproducts.com' with mean price 0.4, 1 impressions of adomain 'bumble.com' with mean price 0.1, 1 impressions of adomain 'castrol.com' with mean price 0.2, 1 impressions of adomain 'chesapeakeregional.com' with mean price 0.3, 14 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'dollartree.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.0, 4 impressions of adomain 'dunkindonuts.com' with mean price 0.4, 1 impressions of adomain 'ferrarausa.com' with mean price 0.2, 2 impressions of adomain 'firstib.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'freestylelibre.us' with mean price 0.2, 1 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.3, 3 impressions of adomain 'homes.com' with mean price 0.2, 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 'kohls.com' with mean price 0.3, 3 impressions of adomain 'la-z-boy.com' with mean price 0.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'livenation.com' with mean price 0.2, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.0, 3 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'smallerbiotech.com' with mean price 0.3, 14 impressions of adomain 'smuckers.com' with mean price 0.4, 1 impressions of adomain 'tarpeyo.com' with mean price 0.3, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'thumbage.co.kr' with mean price 0.0, 3 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'webmd.com' with mean price 0.2, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 21 ad_requests with mean bid_floor 13.8; 1 sessions in app 'com.tile.onet.match.connect.puzzle.gp', 7 ad_requests with mean bid_floor 0.9; 60 sessions in app 'com.xten.starfall', 403 ad_requests with mean bid_floor 25.1; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 9.9; 2 sessions in app 'onet.connect.charming.girl', 60 ad_requests with mean bid_floor 19.6; 1 sessions in app 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game', 11 ad_requests with mean bid_floor 12.8];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 24;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 49;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.949393396162962;partition is 2251
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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 'adc9c43d-e4bf-4ba5-be78-e49ac42a0365';bid_timestamp is '2024-12-18 10:34:44';device_id is '9aa836e0-54ef-434b-ab5f-8be2e3b593bb';biddate is '2024-12-18';country is 'USA';app is 'com.perfectsolution.scientific.calculator.hide.photo.video.photovault';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'applovin';raw_price is 0.195596402045339;target_cpi is 0.1;campaign is 57621;creative_id is 219049;session_duration is 12 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.194333 ;min_floor is 0.194333 ;bidmachine_placement_value is 0.212;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-18 10:00:00+00:00';day_of_week is '2';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 ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.perfectsolution.scientific.calculator.hide.photo.video.photovault/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0270930958957329;partition is 2995
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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 'ed9f3e39-73f7-4981-ba23-c72cc7df33d0';uuid is 'e40284c1-125e-415d-82c5-bb5bb5588d54';bid_timestamp is '2025-01-17 17:39:51';device_id is 'ed9f3e39-73f7-4981-ba23-c72cc7df33d0';biddate is '2025-01-17';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.968;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 675277 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 11;prior_tag_clicks_count is 10 ;time_since_click is 675257;hour is '2025-01-17 17:00:00+00:00';day_of_week is '4';os_version is 10;user_behavior is :[139 sessions in app 'com.blackout.spades', 194333 ad_requests with mean bid_floor 25.7, 3 impressions of adomain 'admile.com' with mean price 0.2, 3 impressions of adomain 'all-laundry.com' with mean price 0.2, 82 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'anytimefitness.com' with mean price 0.5, 6 impressions of adomain 'ashleyfurniture.com' with mean price 0.2, 1 impressions of adomain 'atproperties.com' with mean price 0.3, 2 impressions of adomain 'backyardfunzone.com' with mean price 0.2, 33 impressions of adomain 'betrivers.com' with mean price 0.1, 4 impressions of adomain 'boatmichigan.org' with mean price 0.3, 1 impressions of adomain 'carolina.com' with mean price 0.2, 11 impressions of adomain 'cerave.com' with mean price 0.3, 2 impressions of adomain 'claritin.com' with mean price 0.4, 1 impressions of adomain 'coldstonecreamery.com' with mean price 1.0, 15 impressions of adomain 'colgate.com' with mean price 0.3, 3 impressions of adomain 'columbussprings.com' with mean price 1.3, 1 impressions of adomain 'corporate.exxonmobil.com' with mean price 0.3, 62 impressions of adomain 'depend.com' with mean price 0.2, 40 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'doordash.com' with mean price 0.0, 8 impressions of adomain 'drreddys.com' with mean price 0.2, 11 impressions of adomain 'dymatize.com' with mean price 3.2, 3 clicks of adomain 'dymatize.com', 1 impressions of adomain 'edwardrose.com' with mean price 0.8, 10 impressions of adomain 'epson.com' with mean price 0.0, 2 clicks of adomain 'esupplements.com', 7 impressions of adomain 'esupplements.com' with mean price 2.3, 1 impressions of adomain 'fanniemae.com' with mean price 0.3, 1 impressions of adomain 'fetch.com' with mean price 0.3, 3 impressions of adomain 'finishdishwashing.com' with mean price 0.2, 1 impressions of adomain 'flashrewards.co' with mean price 3.0, 1 impressions of adomain 'freemontpump.com' with mean price 0.2, 2 impressions of adomain 'getactfore.com' with mean price 0.2, 1 impressions of adomain 'gm.com' with mean price 0.0, 1 impressions of adomain 'goldbond.com' with mean price 0.2, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.2, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 1.9, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 7 impressions of adomain 'honorcu.com' with mean price 0.2, 1 impressions of adomain 'huggies.com' with mean price 0.2, 2 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'jaquarealtors.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kohler.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'listerine.com' with mean price 0.3, 4 impressions of adomain 'marcus.com' with mean price 0.1, 5 impressions of adomain 'marshallhealthnetwork.org' with mean price 0.2, 2 impressions of adomain 'maybelline.com' with mean price 0.2, 1 impressions of adomain 'mazola.com' with mean price 0.5, 6 impressions of adomain 'mcdonalds.com' with mean price 0.1, 1 impressions of adomain 'mg-united.com' with mean price 0.2, 3 impressions of adomain 'michiganlottery.com' with mean price 0.7, 1 impressions of adomain 'mikmak.com' with mean price 0.8, 12 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mrmoxeys.com' with mean price 0.7, 1 impressions of adomain 'mycyberdefensehq.com' with mean price 0.1, 1 impressions of adomain 'nclhltd.com' with mean price 1.7, 2 impressions of adomain 'nestleusa.com' with mean price 0.2, 5 impressions of adomain 'newpub.co' with mean price 2.5, 6 clicks of adomain 'newpub.co/spades', 17 impressions of adomain 'newpub.co/spades' with mean price 3.2, 1 impressions of adomain 'nm.org' with mean price 3.8, 17 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 'oneaday.com' with mean price 0.2, 5 impressions of adomain 'ordercoldstone.com' with mean price 2.2, 1 clicks of adomain 'ordercoldstone.com', 6 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'pacinosproducts.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 2 impressions of adomain 'philips.com' with mean price 0.3, 1 impressions of adomain 'pizzahut.com' with mean price 0.0, 6 impressions of adomain 'pluto.tv' with mean price 0.1, 3 impressions of adomain 'pngaming.com' with mean price 0.3, 3 impressions of adomain 'prestigebrands.com' with mean price 0.2, 10 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'protectyourwater.net' with mean price 0.3, 3 impressions of adomain 'puredailycare.com' with mean price 0.4, 3 impressions of adomain 'refreshbrand.com' with mean price 0.3, 1 impressions of adomain 'remax.com' with mean price 0.2, 9 impressions of adomain 'samsung.com' with mean price 0.1, 4 impressions of adomain 'sanofi.com' with mean price 0.3, 1 impressions of adomain 'shipt.com' with mean price 0.9, 2 impressions of adomain 'siriusxm.com' with mean price 0.3, 2 impressions of adomain 'sleepnumber.com' with mean price 0.2, 5 impressions of adomain 'smuckers.com' with mean price 0.3, 1 impressions of adomain 'sokolhct.com' with mean price 0.4, 1 impressions of adomain 'speedway.com' with mean price 0.2, 2 impressions of adomain 'starz.com' with mean price 0.4, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 1 impressions of adomain 'textnow.com' with mean price 0.0, 4 impressions of adomain 'tiktok.com' with mean price 3.3, 5 impressions of adomain 'torkusa.com' with mean price 0.2, 1 impressions of adomain 'tuliptime.com' with mean price 0.2, 3 impressions of adomain 'udmercy.edu' with mean price 0.2, 1 impressions of adomain 'unicycive.com' with mean price 0.3, 2 impressions of adomain 'us.betrivers.net' with mean price 0.1, 1 impressions of adomain 'vaxcare.com' with mean price 1.0, 3 impressions of adomain 'vitalnutrients.net' with mean price 0.2, 2 impressions of adomain 'vyvgart.com' with mean price 1.2, 9 impressions of adomain 'walmart.com' with mean price 0.1, 4 impressions of adomain 'waynecounty.com' with mean price 0.9, 5 impressions of adomain 'weatherbyhealthcare.com' with mean price 1.1, 1 impressions of adomain 'webmd.com' with mean price 0.2, 1 impressions of adomain 'williamgrant.com' with mean price 0.4, 11 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'wowforbusiness.com' with mean price 0.8; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 9.8; 111 sessions in app 'com.metropcs.metrozone', 817 ad_requests with mean bid_floor 85.7; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 7.6; 5 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 7.5; 5 sessions in app 'in.playsimple.wordtrip', 16 ad_requests with mean bid_floor 7.4; 1 sessions in app 'kidultlovin.word.zen', 2 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 ;time_since_impression_in_hours is 187;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 188;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.953139415191339;partition is 2263
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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 'e10b8679-d79b-4a44-9803-80b41ff4f30c';uuid is 'c3c41fbc-e037-48fa-86c9-3c9f46eefa35';bid_timestamp is '2025-01-10 3:01:47';device_id is 'e10b8679-d79b-4a44-9803-80b41ff4f30c';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 7.26576521992683;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 7.632;placement_historical_value is 5.088461;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 263730 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.27;prior_theme_impressions_count is 11;prior_tag_clicks_count is 8 ;time_since_click is 263719;hour is '2025-01-10 03:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[9 sessions in app 'com.blackout.spades', 1705 ad_requests with mean bid_floor 32.0, 2 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'example.com' with mean price 0.8, 1 impressions of adomain 'intuit.com' with mean price 6.3, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 7.3; 118 sessions in app 'com.enp.jewel3.google', 205 ad_requests with mean bid_floor 20.3; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 5.1; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 2.7; 73 sessions in app 'kjv.bible.kingjamesbible', 203 ad_requests with mean bid_floor 0.4, 2 impressions of adomain 'allstate.com' with mean price 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 ;time_since_impression_in_hours is 73;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 73;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.781095676497329;partition is 2763
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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 '3573804f-b656-4908-8b58-a1f9e677d0f5';uuid is '2620a700-387a-4a6b-9a7a-67554d4d64d2';bid_timestamp is '2025-02-07 18:00:05';device_id is '3573804f-b656-4908-8b58-a1f9e677d0f5';biddate is '2025-02-07';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 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 9 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vie';bid_floor is 15.9106 ;min_floor is 15.9106 ;bidmachine_placement_value is 20.932069;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[73 sessions in app '4VCIH1JhH3Qb', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 4 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 28 ad_requests with mean bid_floor 1.6; 6 sessions in app 'com.pdfview.finder', 10 ad_requests with mean bid_floor 5.2; 80 sessions in app 'com.peoplefun.wordcross', 9499 ad_requests with mean bid_floor 10.7, 1 clicks of adomain '1000bulbs.com', 1 impressions of adomain '1000bulbs.com' with mean price 3.6, 1 impressions of adomain '512financial.com' with mean price 0.1, 1 impressions of adomain 'Sublocade.com' with mean price 0.4, 2 impressions of adomain 'a440mgt.com' with mean price 0.0, 1 impressions of adomain 'aceds.org' with mean price 0.1, 1 impressions of adomain 'achievecounseling.org' with mean price 0.2, 3 clicks of adomain 'adidas.com', 967 impressions of adomain 'adidas.com' with mean price 0.0, 6 impressions of adomain 'adobe.com' with mean price 0.0, 2 impressions of adomain 'albany.edu' with mean price 0.2, 2 impressions of adomain 'albertsonsmediacollective.com' with mean price 0.2, 6 impressions of adomain 'alevco.net' with mean price 0.0, 2 impressions of adomain 'allianztravelinsurance.com' with mean price 0.0, 1 impressions of adomain 'allstate.com' with mean price 0.0, 6 impressions of adomain 'alphaid.com' with mean price 0.9, 15 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'americanbar.org' with mean price 0.2, 1 impressions of adomain 'americanconference.com' with mean price 5.5, 1 impressions of adomain 'aradiusgroup.com' with mean price 0.1, 1 clicks of adomain 'atomicamusic.com', 19 impressions of adomain 'atomicamusic.com' with mean price 0.0, 6 impressions of adomain 'avalara.com' with mean price 0.1, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 19 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'blueprintfinancialgrp.com' with mean price 0.2, 1 impressions of adomain 'box.com' with mean price 0.1, 1 impressions of adomain 'cash.app' with mean price 0.0, 1 impressions of adomain 'castleventures.ca' with mean price 0.1, 1 impressions of adomain 'catalyst.com' with mean price 0.8, 1 impressions of adomain 'ccoleadership.com' with mean price 0.0, 1 impressions of adomain 'cdcfoundation.org' with mean price 0.1, 1 impressions of adomain 'cendyn.com' with mean price 0.7, 1 impressions of adomain 'centurefinancial.com' with mean price 0.0, 2 impressions of adomain 'ceros.com' with mean price 0.5, 2 impressions of adomain 'cesar.com' with mean price 0.3, 6 impressions of adomain 'chamberlain.edu' with mean price 0.1, 1 impressions of adomain 'chambers.com' with mean price 0.9, 1 impressions of adomain 'chase.com' with mean price 1.1, 2 impressions of adomain 'choosenj.com' with mean price 0.1, 2 impressions of adomain 'clifbar.com' with mean price 0.0, 1 impressions of adomain 'coca-cola.com' with mean price 0.1, 62 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'comedycenter.org' with mean price 0.0, 19 impressions of adomain 'consumable.com' with mean price 0.0, 1 impressions of adomain 'coqual.org' with mean price 0.3, 11 impressions of adomain 'cornerstonelicensing.com' with mean price 0.2, 2 impressions of adomain 'costco.com' with mean price 0.0, 17 impressions of adomain 'cphi.com' with mean price 0.1, 10 impressions of adomain 'crecapitalfinders.com' with mean price 0.0, 1 impressions of adomain 'cruisemasterengraving.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.0, 1 impressions of adomain 'dexis.com' with mean price 0.2, 70 impressions of adomain 'disneyplus.com' with mean price 0.0, 3 impressions of adomain 'dlapiper.com' with mean price 0.1, 1 impressions of adomain 'donors1.org' with mean price 0.2, 1 impressions of adomain 'dove.com' with mean price 0.1, 3 impressions of adomain 'dri.org' with mean price 0.1, 4 impressions of adomain 'duracell.com' with mean price 0.2, 1 impressions of adomain 'dynamicopex.com' with mean price 0.3, 1 impressions of adomain 'earthjustice.org' with mean price 0.1, 6 impressions of adomain 'edhec.edu' with mean price 0.3, 1 impressions of adomain 'energizer.com' with mean price 0.2, 8 impressions of adomain 'esquirebank.com' with mean price 0.1, 17 impressions of adomain 'fearey.agency' with mean price 0.1, 1 impressions of adomain 'fmtrust.bank' with mean price 1.1, 1 impressions of adomain 'gardenoflife.com' with mean price 0.1, 1 impressions of adomain 'gen3electric.com' with mean price 0.1, 7 impressions of adomain 'giantfoodstores.com' with mean price 0.9, 2 impressions of adomain 'gimbhi.com' with mean price 0.2, 1 impressions of adomain 'globalcitizensolutions.com' with mean price 0.1, 1 impressions of adomain 'goconstellation.com' with mean price 0.7, 1 impressions of adomain 'godaddysites.com' with mean price 0.4, 3 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'gopeak.net' with mean price 0.1, 1 impressions of adomain 'ground.media' with mean price 0.1, 5 impressions of adomain 'gurugame.ai' with mean price 0.0, 3 impressions of adomain 'haleon.com' with mean price 0.0, 1 impressions of adomain 'hiscox.com' with mean price 0.0, 1 impressions of adomain 'hmrservicing.com' with mean price 0.7, 2 impressions of adomain 'hrl.com' with mean price 0.1, 1 impressions of adomain 'hur.fi' with mean price 0.1, 2 impressions of adomain 'inc.com' with mean price 0.1, 1 impressions of adomain 'intuit.com' with mean price 7.0, 2 impressions of adomain 'isc2.org' with mean price 0.0, 1 impressions of adomain 'jcfamilylaw.com' with mean price 1.0, 5 impressions of adomain 'justice.org' with mean price 5.9, 2 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'kitaylegal.com' with mean price 0.2, 10 impressions of adomain 'kohls.com' with mean price 0.0, 1 impressions of adomain 'kramerav.com' with mean price 0.1, 7 impressions of adomain 'lantheus.com' with mean price 0.3, 11 impressions of adomain 'linkedin.com' with mean price 0.4, 8 impressions of adomain 'lorealparisusa.com' with mean price 0.0, 3 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'lsaus.com' with mean price 0.1, 1 impressions of adomain 'lshtm.ac.uk' with mean price 0.1, 1 impressions of adomain 'luminafoundation.org' with mean price 0.1, 1 impressions of adomain 'magiclinen.com' with mean price 0.1, 1 impressions of adomain 'markelytics.com' with mean price 0.1, 2 impressions of adomain 'mauvegas.com' with mean price 0.1, 1 impressions of adomain 'mcafeeinstitute.com' with mean price 0.1, 1 impressions of adomain 'mccarronandcompany.com' with mean price 0.0, 4 impressions of adomain 'mertzcrew.com' with mean price 0.0, 1 impressions of adomain 'michaeljfox.org' with mean price 0.4, 4 impressions of adomain 'milbank.com' with mean price 0.1, 1 impressions of adomain 'milestone.inc' with mean price 0.0, 2 impressions of adomain 'mindreaderproducts.com' with mean price 0.3, 1 impressions of adomain 'montgomerysummit.com' with mean price 0.1, 1 impressions of adomain 'moveforwardpa.com' with mean price 0.1, 1 impressions of adomain 'mrllp.com' with mean price 0.0, 1 impressions of adomain 'musaffa.com' with mean price 0.3, 1 impressions of adomain 'musickauction.com' with mean price 0.2, 16 impressions of adomain 'naela.org' with mean price 0.1, 1 impressions of adomain 'nbmbaa.org' with mean price 0.4, 1 impressions of adomain 'newmurabba.com' with mean price 0.1, 1 impressions of adomain 'nexlizethcp.com' with mean price 9.0, 1 clicks of adomain 'nexlizethcp.com', 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.0, 3 impressions of adomain 'nutrafol.com' with mean price 0.1, 2 impressions of adomain 'orau.org' with mean price 0.1, 4 impressions of adomain 'pa.betrivers.com' with mean price 0.8, 1 impressions of adomain 'paypal.com' with mean price 0.0, 1 impressions of adomain 'peachbpo.com' with mean price 0.4, 1 impressions of adomain 'peachtreeva.com' with mean price 0.1, 3 impressions of adomain 'peacocktv.com' with mean price 0.1, 1 impressions of adomain 'pennhorseracing.com' with mean price 0.4, 2 impressions of adomain 'pepsico.com' with mean price 0.2, 1 impressions of adomain 'phsonline.org' with mean price 0.4, 2 impressions of adomain 'pickworthgtm.com' with mean price 0.1, 1 impressions of adomain 'pioneerinstitute.org' with mean price 2.5, 3 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'pomeroy.com' with mean price 0.1, 1 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'proof-advertising.com' with mean price 0.2, 5 impressions of adomain 'prweek.com' with mean price 0.0, 1 impressions of adomain 'readtangle.com' with mean price 0.0, 2 impressions of adomain 'realterm.com' with mean price 0.1, 2 impressions of adomain 'regnology.net' with mean price 0.1, 1 impressions of adomain 'riso.com' with mean price 0.0, 21 impressions of adomain 'samsung.com' with mean price 0.2, 2 impressions of adomain 'sandler.com' with mean price 0.3, 3 impressions of adomain 'scmagazine.com' with mean price 0.0, 1 impressions of adomain 'siemens.com' with mean price 0.3, 5 impressions of adomain 'sleepnumber.com' with mean price 0.1, 1 impressions of adomain 'smsng.co' with mean price 0.2, 1 impressions of adomain 'solocup.com' with mean price 0.1, 21 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'statnews.com' with mean price 6.1, 1 impressions of adomain 'steelcase.com' with mean price 0.3, 1 impressions of adomain 'step.org' with mean price 0.2, 2 impressions of adomain 'straffordpub.com' with mean price 0.0, 2 impressions of adomain 'ten2.media' with mean price 0.1, 1 impressions of adomain 'thecheesecakefactory.com' with mean price 0.0, 1 impressions of adomain 'thefinneysearchgroup.com' with mean price 0.1, 1 impressions of adomain 'thehamptons.gr' with mean price 0.0, 1 impressions of adomain 'theplacementexchange.org' with mean price 0.0, 2 impressions of adomain 'thermofisher.com' with mean price 0.1, 1 impressions of adomain 'thewellnesscabinet.co' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.5, 1 impressions of adomain 'topiclake.com' with mean price 0.0, 4 impressions of adomain 'towermarketing.net' with mean price 2.2, 1 impressions of adomain 'trademarkproperty.com' with mean price 0.0, 2 impressions of adomain 'tripworks.com' with mean price 0.1, 3 impressions of adomain 'trulieve.com' with mean price 0.1, 3 impressions of adomain 'trustate.com' with mean price 0.0, 1 impressions of adomain 'twchg.com' with mean price 0.1, 1 impressions of adomain 'tylenol.com' with mean price 0.1, 2 impressions of adomain 'ulta.com' with mean price 1.1, 1 impressions of adomain 'umd.edu' with mean price 0.4, 1 impressions of adomain 'unbundledattorney.com' with mean price 4.5, 1 impressions of adomain 'uplinq.ai' with mean price 0.3, 1 impressions of adomain 'visitpa.com' with mean price 0.1, 2 impressions of adomain 'vitamix.com' with mean price 0.1, 7 impressions of adomain 'whoop.com' with mean price 6.5, 2 impressions of adomain 'wildplanetfoods.com' with mean price 0.0, 1 impressions of adomain 'williamsequities.com' with mean price 0.1, 1 impressions of adomain 'workday.com' with mean price 27.3, 4 impressions of adomain 'worldlawalliance.com' with mean price 0.1; 2 sessions in app 'com.relaxgame.android.mahjong', 6 ad_requests with mean bid_floor 1.8; 38 sessions in app 'com.spacegame.basic3', 118 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.tripledot.tile.blossom', 7 ad_requests with mean bid_floor 12.6; 3 sessions in app 'com.tripledot.woodoku', 19 ad_requests with mean bid_floor 8.3; 227 sessions in app 'com.vitastudio.mahjong', 8514 ad_requests with mean bid_floor 11.3, 1 impressions of adomain '7-eleven.com' with mean price 0.7, 1 impressions of adomain 'aaa.com' with mean price 0.6, 3 impressions of adomain 'adidas.com' with mean price 0.1, 114 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'amc.com' with mean price 0.2, 4 impressions of adomain 'bathandbodyworks.com' with mean price 0.0, 11 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bodi.com' with mean price 0.8, 2 impressions of adomain 'briviact.com' with mean price 0.5, 2 impressions of adomain 'bushbeans.com' with mean price 0.1, 4 impressions of adomain 'caesars.com' with mean price 0.2, 2 impressions of adomain 'campbells.com' with mean price 0.1, 9 impressions of adomain 'campingworld.com' with mean price 0.1, 2 impressions of adomain 'carando.com' with mean price 0.2, 1 impressions of adomain 'chevrolet.com' with mean price 0.7, 7 impressions of adomain 'chumbacasino.com' with mean price 0.2, 6 impressions of adomain 'claconnect.com' with mean price 0.2, 2 impressions of adomain 'deepindiankitchen.com' with mean price 0.2, 2 impressions of adomain 'discoverpuertorico.com' with mean price 0.3, 4 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 'dove.com' with mean price 0.1, 1 impressions of adomain 'dramamine.com' with mean price 0.2, 5 impressions of adomain 'dulcolax.com' with mean price 0.1, 19 impressions of adomain 'duracell.com' with mean price 0.2, 2 impressions of adomain 'eastfalls.jefferson.edu' with mean price 0.6, 3 impressions of adomain 'elfcosmetics.com' with mean price 0.2, 9 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 4 impressions of adomain 'energizer.com' with mean price 0.2, 1 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'essencemediacom.com' with mean price 0.4, 2 impressions of adomain 'exeloncorp.com' with mean price 0.2, 1 impressions of adomain 'extclaims.com' with mean price 1.2, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 2 impressions of adomain 'fitbit.com' with mean price 0.2, 1 impressions of adomain 'fitnessfactory.com' with mean price 0.7, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'flowgardens.com' with mean price 0.4, 1 impressions of adomain 'galderma.com' with mean price 0.2, 7 impressions of adomain 'gfbowman.com' with mean price 0.2, 19 impressions of adomain 'go.com' with mean price 0.2, 17 impressions of adomain 'goldbond.com' with mean price 0.2, 1 impressions of adomain 'greenhouse.com' with mean price 0.8, 3 impressions of adomain 'haleon.com' with mean price 0.2, 7 impressions of adomain 'hersheyentertainmentandresorts.com' with mean price 0.4, 2 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'hot7sweeps.com' with mean price 3.8, 2 impressions of adomain 'howlifeunfolds.com' with mean price 0.1, 69 impressions of adomain 'huggies.com' with mean price 0.2, 1 clicks of adomain 'huggies.com', 4 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'indeed.com' with mean price 0.0, 2 impressions of adomain 'instacart.com' with mean price 0.2, 1 impressions of adomain 'intimate.ai' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 5 impressions of adomain 'irishspring.com' with mean price 0.2, 1 impressions of adomain 'jerseymikes.com' with mean price 1.6, 8 impressions of adomain 'joinwellspan.org' with mean price 0.2, 1 impressions of adomain 'kikkomanusa.com' with mean price 0.2, 1 impressions of adomain 'kimcrawfordwines.com' with mean price 0.2, 1 impressions of adomain 'kitaylegal.com' with mean price 0.6, 1 impressions of adomain 'kohls.com' with mean price 0.1, 6 impressions of adomain 'la-z-boy.com' with mean price 0.1, 4 impressions of adomain 'liquid-iv.com' with mean price 0.4, 5 impressions of adomain 'logitech.com' with mean price 0.2, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'marinerwealthadvisors.com' with mean price 0.2, 9 impressions of adomain 'mattressfirm.com' with mean price 0.2, 9 impressions of adomain 'mazdausa.com' with mean price 0.2, 5 impressions of adomain 'meiomi.com' with mean price 0.2, 1 impressions of adomain 'meta.com' with mean price 0.3, 1 impressions of adomain 'millersville.edu' with mean price 0.3, 1 impressions of adomain 'modusbrand.com' with mean price 0.3, 1 impressions of adomain 'mutti-parma.com' with mean price 0.8, 1 impressions of adomain 'navy.com' with mean price 0.1, 45 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'nurtec.com' with mean price 0.2, 5 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'odysseybattery.com' with mean price 0.5, 1 impressions of adomain 'omgsweeps.info' with mean price 6.2, 1 clicks of adomain 'omgsweeps.info', 9 impressions of adomain 'pa.betrivers.com' with mean price 0.7, 1 impressions of adomain 'pa.gov' with mean price 0.9, 1 impressions of adomain 'papropane.com' with mean price 0.1, 2 impressions of adomain 'paturnpike.com' with mean price 0.7, 1 impressions of adomain 'pharmavite.com' with mean price 0.1, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 7 impressions of adomain 'progressive.com' with mean price 0.2, 4 impressions of adomain 'roku.com' with mean price 0.1, 3 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.2, 1 impressions of adomain 'shopgenius.com' with mean price 1.1, 1 impressions of adomain 'sling.com' with mean price 0.7, 1 impressions of adomain 'snap.com' with mean price 12.0, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 3 impressions of adomain 'steelcase.com' with mean price 0.3, 1 impressions of adomain 'steelseries.com' with mean price 0.1, 1 impressions of adomain 'sunkist.com' with mean price 0.2, 2 impressions of adomain 'taxact.com' with mean price 0.1, 2 impressions of adomain 'temu.com' with mean price 0.1, 5 impressions of adomain 'thetradedesk.com' with mean price 0.9, 1 impressions of adomain 'trudhesahcp.com' with mean price 0.5, 2 impressions of adomain 'tylenol.com' with mean price 0.3, 1 impressions of adomain 'ucdavis.edu' with mean price 7.8, 2 impressions of adomain 'unleashingourpotential.com' with mean price 0.2, 1 impressions of adomain 'vicks.com' with mean price 0.4, 2 impressions of adomain 'visitcurrituck.com' with mean price 0.1, 5 impressions of adomain 'vote.pa.gov' with mean price 0.6, 24 impressions of adomain 'wellbizbrands.com' with mean price 0.2, 1 impressions of adomain 'wildplanetfoods.com' with mean price 0.1, 8 impressions of adomain 'wkkellogg.com' with mean price 0.1; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 9.8; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 9.1; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 13.7; 16 sessions in app 'in.playsimple.wordtrip', 74 ad_requests with mean bid_floor 16.4; 1 sessions in app 'traffic.parking.jam.escape.car3d.games', 5 ad_requests with mean bid_floor 1.7];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.vitastudio.mahjong/False/126';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0935269439385515;partition is 1648
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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 '5295b2ce-1dde-4405-a586-1d98f7b874df';uuid is '0e8fc311-7ae9-43f2-a8b0-589462ed6e19';bid_timestamp is '2024-12-13 3:02:26';device_id is '5295b2ce-1dde-4405-a586-1d98f7b874df';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 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 155.006553000413;target_cpi is 5.3130654616011;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 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 102.88925;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 71810 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.94;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is 171462;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 'bible.trivia.quiz.question.answer.spelling.correct.knowledge.test.game', 19 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.aaaudi.biblecode', 6 ad_requests with mean bid_floor 2.6; 5 sessions in app 'com.agedstudio.bible.trivia.knowledge', 45 ad_requests with mean bid_floor 4.9; 70 sessions in app 'com.blackout.spades', 2689 ad_requests with mean bid_floor 14.9, 1 impressions of adomain 'about' with mean price 1.0, 2 impressions of adomain 'all-laundry.com' with mean price 0.4, 38 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'ansell.com' with mean price 0.4, 5 impressions of adomain 'att.com' with mean price 0.8, 10 impressions of adomain 'boost.com' with mean price 0.8, 2 impressions of adomain 'bridgeschc.com' with mean price 0.4, 13 impressions of adomain 'catalinacrunch.com' with mean price 0.8, 5 impressions of adomain 'churchdwight.com' with mean price 0.5, 10 impressions of adomain 'clorox.com' with mean price 0.6, 2 impressions of adomain 'coldstonecreamery.com' with mean price 1.0, 2 impressions of adomain 'cspire.com' with mean price 2.2, 5 impressions of adomain 'disneyplus.com' with mean price 0.9, 1 impressions of adomain 'espn.com' with mean price 0.4, 5 impressions of adomain 'ferrero.com' with mean price 1.2, 3 impressions of adomain 'herocosmetics.us' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.7, 5 impressions of adomain 'nutrafol.com' with mean price 0.7, 2 impressions of adomain 'offerhives.com' with mean price 0.4, 2 impressions of adomain 'olly.com' with mean price 0.7, 1 impressions of adomain 'oneaday.com' with mean price 2.8, 4 impressions of adomain 'opolaw.com' with mean price 0.4, 3 impressions of adomain 'originmaine.com' with mean price 0.4, 4 impressions of adomain 'paramountplus.com' with mean price 1.0, 2 impressions of adomain 'prestigebrands.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.5, 4 impressions of adomain 'rosevilleautomall.com' with mean price 0.9, 2 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 'slatemilk.com' with mean price 0.6, 1 impressions of adomain 'sweetfrog.com' with mean price 0.5, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.4, 2 impressions of adomain 'vitalnutrients.net' with mean price 0.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 1 sessions in app 'com.block.juggle', 1 ad_requests with mean bid_floor 52.0; 1 sessions in app 'com.tripledot.woodoku', 2 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 19;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 48;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.858481878942787;partition is 2981
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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 '5299c10d-b059-4857-8a84-c53ca41890b9';uuid is '4279459a-8b4c-4ca2-95d9-9c79dff94a48';bid_timestamp is '2025-02-07 18:00:01';device_id is '5299c10d-b059-4857-8a84-c53ca41890b9';biddate is '2025-02-07';country is 'USA';app is 'and.matchgames.zenblossom';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 2000 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 've';bid_floor is 22.01752 ;min_floor is 22.01752 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'and.lihuhu.findmatch', 38 ad_requests with mean bid_floor 49.8; 21 sessions in app 'and.matchgames.zenblossom', 6400 ad_requests with mean bid_floor 28.1, 1 impressions of adomain '9snail.com' with mean price 0.1, 1 impressions of adomain 'advanceamerica.net' with mean price 0.1, 15 impressions of adomain 'capvaxive.com' with mean price 0.2, 1 impressions of adomain 'coorslight.com' with mean price 0.4, 1 impressions of adomain 'costco.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 6 impressions of adomain 'entravision.com' with mean price 0.2, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.4, 4 impressions of adomain 'globalrescue.com' with mean price 0.1, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'higgsgamestudio.com' with mean price 0.2, 1 impressions of adomain 'icyhot.com' with mean price 0.2, 1 impressions of adomain 'la-z-boy.com' with mean price 0.4, 3 impressions of adomain 'marcus.com' with mean price 0.1, 2 clicks of adomain 'metabolicmaintenance.com', 2 impressions of adomain 'metabolicmaintenance.com' with mean price 4.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 1 impressions of adomain 'northcoastmed.com' with mean price 0.4, 1 impressions of adomain 'nucala.com' with mean price 0.2, 7 impressions of adomain 'onlinemediasolutions.com' with mean price 0.2, 5 impressions of adomain 'papaya.com' with mean price 0.2, 7 impressions of adomain 'papayagaming.com' with mean price 1.2, 1 impressions of adomain 'paramount.com' with mean price 1.2, 1 impressions of adomain 'rejoyn.com' with mean price 0.4, 1 impressions of adomain 'sephora.com' with mean price 0.7, 1 impressions of adomain 'sinosig.com' with mean price 0.2, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.2, 1 impressions of adomain 'smuckers.com' with mean price 0.1, 2 impressions of adomain 'solitairecash.com' with mean price 1.0, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 2 impressions of adomain 'visitgalena.org' with mean price 0.9, 1 impressions of adomain 'willystreet.coop' with mean price 0.3, 1 impressions of adomain 'wisconsinbankandtrust.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'www.mobileprotectionzone.com' with mean price 0.2, 11 impressions of adomain 'zynga.com' with mean price 0.9; 1 sessions in app 'bloodsugar.diabetes.pressuretraker', 1 ad_requests with mean bid_floor 123.7; 1 sessions in app 'com.Polystation.BuildABabe', 2 ad_requests with mean bid_floor 5.4; 2 sessions in app 'com.aaaudi.wordmaker', 708 ad_requests with mean bid_floor 38.2, 1 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'dhs.wi.gov' with mean price 0.3, 6 impressions of adomain 'fleetfarm.com' with mean price 1.0, 1 impressions of adomain 'goldbond.com' with mean price 0.3, 2 impressions of adomain 'heartlandcu.org' with mean price 0.3, 2 impressions of adomain 'orgain.com' with mean price 0.6, 3 impressions of adomain 'paxlovid.com' with mean price 0.2, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.5, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'ultomiris.com' with mean price 1.2, 1 impressions of adomain 'usmed.com' with mean price 0.4, 3 impressions of adomain 'voqueznapro.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'xifaxan.com' with mean price 0.2; 1 sessions in app 'com.amanotes.gs.g06', 7 ad_requests with mean bid_floor 67.3; 4 sessions in app 'com.bbg.one.line.puzzle.games', 44 ad_requests with mean bid_floor 5.8; 1 sessions in app 'com.easybrain.crossword.puzzles', 36 ad_requests with mean bid_floor 18.1; 3 sessions in app 'com.easybrain.word.puzzle.game', 445 ad_requests with mean bid_floor 13.4, 10 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'belbrandsusa.com' with mean price 0.4, 1 impressions of adomain 'collisionmasters.biz' with mean price 0.8, 2 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dollargeneral.com' with mean price 0.1, 2 impressions of adomain 'duracell.com' with mean price 0.1, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'ensure.com' with mean price 0.1, 1 impressions of adomain 'evrysdi.com' with mean price 0.1, 1 impressions of adomain 'goodnites.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.1, 4 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'ingrezza.com' with mean price 0.1, 2 impressions of adomain 'lifescan.com' with mean price 0.1, 1 impressions of adomain 'lumryz.com' with mean price 0.2, 1 impressions of adomain 'navy.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.9, 1 impressions of adomain 'orgain.com' with mean price 0.5, 1 impressions of adomain 'orgovyx.com' with mean price 0.2, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'sallyhansen.com' with mean price 0.1, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'saukprairie.com' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'stellaartois.com' with mean price 0.1, 2 impressions of adomain 'tide.com' with mean price 14.9, 1 impressions of adomain 'torkusa.com' with mean price 0.1, 2 impressions of adomain 'unitypoint.org' with mean price 0.1, 1 impressions of adomain 'uscellular.com' with mean price 0.2; 1 sessions in app 'com.fc.goods.sort.matching.puzzle.triplemaster', 17 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.funcraft.dicewords', 5 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.game.gs3d_android', 13 ad_requests with mean bid_floor 3.6; 2 sessions in app 'com.goods.sorting.games.triple.match3d.puzzle', 40 ad_requests with mean bid_floor 1.3, 4 impressions of adomain 'adidas.com' with mean price 0.0; 1 sessions in app 'com.healthapplines.healthsense.bloodsugarhub', 9 ad_requests with mean bid_floor 152.8; 1 sessions in app 'com.language.nation.showing', 8 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.mnogogames.triviascapes', 11 ad_requests with mean bid_floor 13.2; 1 sessions in app 'com.northerncoldgames.popsiclestack', 13 ad_requests with mean bid_floor 4.5; 3 sessions in app 'com.papaya.solitairecash', 4 ad_requests with mean bid_floor 110.8; 1 sessions in app 'com.playgendary.creamaster', 10 ad_requests with mean bid_floor 14.1, 4 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'orgain.com' with mean price 0.5; 1 sessions in app 'com.puzzle.fun.free.matching3d', 118 ad_requests with mean bid_floor 44.8; 1 sessions in app 'com.pw.textanddrive', 2 ad_requests with mean bid_floor 1.0; 1 sessions in app 'com.rstechnologiesltd.eliminationofcolours', 8 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.sorting.games.match3d.goods.triple.puzzle', 25 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1; 6 sessions in app 'com.spot.find.differences.brain.puzzle', 145 ad_requests with mean bid_floor 11.5, 13 impressions of adomain 'adidas.com' with mean price 0.0, 3 impressions of adomain 'comcast.com' with mean price 0.5, 1 clicks of adomain 'ezhealth.app', 1 impressions of adomain 'ezhealth.app' with mean price 10.8, 1 impressions of adomain 'nucala.com' with mean price 0.1, 2 impressions of adomain 'paramount.com' with mean price 0.6, 1 impressions of adomain 'sdheadusa.com' with mean price 0.2, 1 impressions of adomain 'traveltexas.com' with mean price 0.0, 1 impressions of adomain 'tritechcoa.com' with mean price 0.0; 15 sessions in app 'com.starfun.goods.sort.triple.match', 166 ad_requests with mean bid_floor 1.3, 2 impressions of adomain 'afd-furniture.com' with mean price 0.6, 8 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.1, 4 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 2 impressions of adomain 'kunesstoughton.com' with mean price 0.6, 1 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'mikmak.tv' 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 0.1, 1 impressions of adomain 'officedepot.com' with mean price 0.5, 1 impressions of adomain 'pentlyconger.com' with mean price 0.2, 1 impressions of adomain 'rogersandhollands.com' with mean price 0.7, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.2, 1 impressions of adomain 'willystreet.coop' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 9.2; 2 sessions in app 'com.uc.minigame.relax', 31 ad_requests with mean bid_floor 0.9; 1 sessions in app 'com.voice.prankster', 21 ad_requests with mean bid_floor 52.4; 4 sessions in app 'com.yogaworkout.flexrun3d', 12 ad_requests with mean bid_floor 11.1; 1 sessions in app 'com.youmusic.magictiles', 11 ad_requests with mean bid_floor 32.2; 1 sessions in app 'com.zynga.words3', 9 ad_requests with mean bid_floor 28.3; 1 sessions in app 'daily.number.match.free.puzzle', 44 ad_requests with mean bid_floor 20.1, 1 impressions of adomain 'titosvodka.com' with mean price 1.1; 1 sessions in app 'goods.match.pair.triple.closet.sort.puzzle.games', 17 ad_requests with mean bid_floor 2.3; 1 sessions in app 'in.WordSearch.WordBliss', 30 ad_requests with mean bid_floor 11.2, 1 impressions of adomain 'dolesunshine.com' with mean price 0.0, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'zencolor.app' with mean price 0.0, 1 impressions of adomain 'zynga.com' with mean price 0.0; 1 sessions in app 'infinitejoy.match3d.tilemaster.cube', 16 ad_requests with mean bid_floor 23.5; 1 sessions in app 'io.supercent.prison', 12 ad_requests with mean bid_floor 26.3; 16 sessions in app 'onet.tile.match.puzzle.android', 785 ad_requests with mean bid_floor 20.2, 1 impressions of adomain 'voranigo.com' with mean price 2.8; 2 sessions in app 'tangle3d.twistedrope.untie.untangle', 29 ad_requests with mean bid_floor 2.8, 1 impressions of adomain 'fleetfarm.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'mistplay.com' with mean price 0.2; 1 sessions in app 'trivia.master.question.quiz.answer.crack.star.millionaire.free.knowledge', 7 ad_requests with mean bid_floor 28.6; 1 sessions in app 'video.clip.call.fake.chat.message.prank', 5 ad_requests with mean bid_floor 3.1; 7 sessions in app 'word.connect.puzzle.games', 276 ad_requests with mean bid_floor 39.9];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 0;channel is 'USA/I/applovin/and.matchgames.zenblossom/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.682249236005654;partition is 1583
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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 'e6d45a01-5f47-4284-8dcf-0364243558f0';uuid is 'fc407e34-f0a3-4d32-8dfe-a07163f83dba';bid_timestamp is '2024-12-28 21:48:00';device_id is 'e6d45a01-5f47-4284-8dcf-0364243558f0';biddate is '2024-12-28';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 70.2936236091012;target_cpi is 5.42500142195935;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 265;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 91036 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.83999999999999;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 91029;hour is '2024-12-28 21:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[4 sessions in app 'ball.sort.color.puz.game.puzzle', 156 ad_requests with mean bid_floor 63.5, 6 impressions of adomain 'paramountplus.com' with mean price 0.6; 1 sessions in app 'com.MomoEs.KarfarolGames', 1 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.ai.avatar.face.portrait.app', 53 ad_requests with mean bid_floor 5.8; 21 sessions in app 'com.billiards.city.pool.nation.club', 44 ad_requests with mean bid_floor 30.4; 1 sessions in app 'com.day.day.good.nice', 38 ad_requests with mean bid_floor 25.2; 1 sessions in app 'com.documentscan.simplescan.scanpdf', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 12.1; 1 sessions in app 'com.mobilityware.Spades', 23 ad_requests with mean bid_floor 13.7; 1 sessions in app 'com.officedocument.word.docx.document.viewer', 2 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.plantidentifier.plantid.plantcare.leafidentification', 7 ad_requests with mean bid_floor 128.3; 1 sessions in app 'com.plantthis.plant.identifier.diagnosis', 1 ad_requests with mean bid_floor 5.2; 86 sessions in app 'com.playvalve.connect.dots', 13308 ad_requests with mean bid_floor 112.4, 58 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'azoproducts.com' with mean price 0.3, 1 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'empfohlen.de' with mean price 43.9, 2 impressions of adomain 'firstib.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.5, 1 impressions of adomain 'freecash.com' with mean price 0.3, 1 impressions of adomain 'jclicht.com' with mean price 1.1, 1 impressions of adomain 'justdice.io' with mean price 0.8, 3 impressions of adomain 'nutrafol.com' with mean price 0.5, 12 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 clicks of adomain 'self.inc', 2 impressions of adomain 'self.inc' with mean price 33.4, 2 impressions of adomain 'tiktok.com' with mean price 7.9, 12 impressions of adomain 'walmart.com' with mean price 0.4; 1 sessions in app 'com.playvalve.watersort', 8 ad_requests with mean bid_floor 18.1; 117 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2988 ad_requests with mean bid_floor 4.2, 2 impressions of adomain 'google.com' with mean price 5.8, 2 impressions of adomain 'tiktok.com' with mean price 6.3; 1 sessions in app 'com.text.filter.sticker.photoeditor', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.tripledot.blackjack', 35 ad_requests with mean bid_floor 5.6; 2 sessions in app 'com.zm.nuts', 26 ad_requests with mean bid_floor 4.6; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 7.1; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 11 ad_requests with mean bid_floor 26.5; 2 sessions in app 'plant.identification.snap', 5 ad_requests with mean bid_floor 3.3; 11 sessions in app 'revive.app', 26 ad_requests with mean bid_floor 2.8; 1 sessions in app 'sort.ball.color.puzzle.sorting.tube.game', 7 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 ;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 25;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0545458909480718;partition is 467
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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 '4873b67b-32b0-43c5-8bf8-02496bfb0e76';uuid is '8c6455fa-c45f-4d8d-8ef0-e205a80ba833';bid_timestamp is '2025-01-30 14:13:41';device_id is '4873b67b-32b0-43c5-8bf8-02496bfb0e76';biddate is '2025-01-30';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 9.07058924748179;target_cpi is 3.97819144615012;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 265;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 39 ;time_since_impression is 1086575 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.89;prior_theme_impressions_count is 39;prior_tag_clicks_count is 24 ;time_since_click is 1644250;hour is '2025-01-30 14:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[1 sessions in app 'com.andgame.countrice', 92 ad_requests with mean bid_floor 14.2; 92 sessions in app 'com.billiards.shooting.ball.pool', 1058 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.clean.master.duplicatephoto.security.boost', 2 ad_requests with mean bid_floor 5.2; 546 sessions in app 'com.metropcs.metrozone', 5494 ad_requests with mean bid_floor 84.8; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 11.5; 64 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3197 ad_requests with mean bid_floor 10.3, 1 clicks of adomain 'cleanjunk.app.removecachefiles.saka.com', 1 impressions of adomain 'cleanjunk.app.removecachefiles.saka.com' with mean price 2.6, 4 clicks of adomain 'newpub.co', 4 impressions of adomain 'newpub.co' with mean price 5.9, 4 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 4.9, 1 impressions of adomain 'tech.pokergaga.net' with mean price 3.0, 1 impressions of adomain 'technify.vn' with mean price 2.9, 1 impressions of adomain 'textnow.com' with mean price 2.7; 2 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 2.4; 2 sessions in app 'egjy.pwsbbk.tggo', 205 ad_requests with mean bid_floor 6.1; 1 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 11.2; 1 sessions in app 'zombie.shooter.survival', 94 ad_requests with mean bid_floor 11.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 301;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 1;fast_click_2h is 0;rnd is 0.442323225560703;partition is 2828
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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 'fc24d50a-cb58-4d4b-b57c-e52e4c3e1c61';uuid is 'b1026431-37d7-4e8a-9971-20b96d46483b';bid_timestamp is '2025-01-20 15:18:59';device_id is 'fc24d50a-cb58-4d4b-b57c-e52e4c3e1c61';biddate is '2025-01-20';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 132.717077634515;target_cpi is 2;campaign is 58071;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 53;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 217801 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 7.39;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is 217794;hour is '2025-01-20 15:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[1 sessions in app 'com.fbig.spades', 6 ad_requests with mean bid_floor 3.5; 2 sessions in app 'com.fuzzymobilegames.spades', 4 ad_requests with mean bid_floor 0.1; 3 sessions in app 'com.gamovation.chessclubpilot', 7 ad_requests with mean bid_floor 23.5; 8 sessions in app 'com.greyfun.card.solitaire.classic', 31 ad_requests with mean bid_floor 6.9; 6 sessions in app 'com.intensedev.classicsolitaire.gp', 40 ad_requests with mean bid_floor 1.9, 3 clicks of adomain 'newpub.co/klondikesolitaire', 5 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 105.0; 3 sessions in app 'com.newpubco.spades', 30 ad_requests with mean bid_floor 10.9; 36 sessions in app 'com.otium.solitaire.classic.card.game', 507 ad_requests with mean bid_floor 50.3; 1 sessions in app 'com.playvalve.solitaire', 31 ad_requests with mean bid_floor 88.0; 6 sessions in app 'com.solitaire.cards.deluxe', 128 ad_requests with mean bid_floor 87.8; 3 sessions in app 'com.solitaire.relax.classic.card.game', 46 ad_requests with mean bid_floor 35.1; 19 sessions in app 'com.solitarie.card.regal.game', 191 ad_requests with mean bid_floor 3.7; 177 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 10233 ad_requests with mean bid_floor 11.2, 1 clicks of adomain 'fruit-gaming.com', 2 impressions of adomain 'fruit-gaming.com' with mean price 7.8, 1 impressions of adomain 'intensedevgames.com' with mean price 3.7, 2 impressions of adomain 'marriott.com' with mean price 1.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 2 clicks of adomain 'newpub.co', 24 impressions of adomain 'newpub.co' with mean price 2.7, 10 clicks of adomain 'newpub.co/klondikesolitaire', 72 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 16.6, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 96.6, 2 impressions of adomain 'oakevergames.com' with mean price 5.9, 2 clicks of adomain 'pinterest.com', 3 impressions of adomain 'pinterest.com' with mean price 3.4, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 5.0; 3 sessions in app 'com.tripledot.blackjack', 59 ad_requests with mean bid_floor 81.4; 1 sessions in app 'com.tripledot.spades', 21 ad_requests with mean bid_floor 16.1; 3 sessions in app 'com.wildcard.classicspades', 28 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.9; 1 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 16 ad_requests with mean bid_floor 42.6; 2 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 5.6; 1 sessions in app 'mtg1231980502', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'solitaire.card.classic.bgames', 20 ad_requests with mean bid_floor 16.1, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 84.3; 1 sessions in app 'solitaire.collection.klondike.card.games.free.game', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'solitaire.klondike.classic.patience.card.games', 4 ad_requests with mean bid_floor 33.4; 7 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 90 ad_requests with mean bid_floor 1.8];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 60;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 60;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.951423870554503;partition is 3140
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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 '7faa89d0-1672-4f07-aaa6-e93786681c74';uuid is '0ded8c18-4b76-4d6d-a356-fdb1106bd6f4';bid_timestamp is '2025-02-07 14:40:45';device_id is '7faa89d0-1672-4f07-aaa6-e93786681c74';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 46.1177213476355;target_cpi is 2;campaign is 58210;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 53;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 9 ;time_since_impression is 402381 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.6;prior_theme_impressions_count is 9;prior_tag_clicks_count is 6 ;time_since_click is 402380;hour is '2025-02-07 14:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'com.funnyprank.sounds.fake.haircut.prank', 1 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.gamovation.chessclubpilot', 9 ad_requests with mean bid_floor 1.4; 7 sessions in app 'com.solitaire.blast.puzzle', 75 ad_requests with mean bid_floor 4.6; 9 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 93 ad_requests with mean bid_floor 10.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 26.2, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 31.1; 2 sessions in app 'com.tripledot.solitaire', 643 ad_requests with mean bid_floor 2.8, 5 impressions of adomain 'coca-colacompany.com' with mean price 0.5, 3 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'enhertu.com' with mean price 0.5, 1 impressions of adomain 'geico.com' with mean price 1.4, 1 impressions of adomain 'hulu.com' with mean price 1.3, 9 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.6, 8 impressions of adomain 'samsung.com' with mean price 0.3; 1 sessions in app 'com.videostreamplayer.vidstream', 4 ad_requests with mean bid_floor 26.4; 2 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 12 ad_requests with mean bid_floor 50.0];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 111;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 112;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.624169321154061;partition is 1653
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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 '8b310473-cccf-415a-bd72-84f5db629914';uuid is '318e490e-ec29-4897-8862-490e94fd508d';bid_timestamp is '2025-01-09 10:32:05';device_id is '8b310473-cccf-415a-bd72-84f5db629914';biddate is '2025-01-09';country is 'USA';app is 'com.alphaapps.spinlinks';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 4.19127610801953;target_cpi is 2.48579513141291;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 29 ;time_since_impression is 169321 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.98;prior_theme_impressions_count is 29;prior_tag_clicks_count is 11 ;time_since_click is 169319;hour is '2025-01-09 10:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[1 sessions in app 'ZG1FfeIP76oPxYGD2-h9wupEUJ0yFW39cTYiVef6waPB_uy-fXnGwxOBwTGB2y8TBsu6HRN1CzHUe_rlIB8TtPf8h9zo7fhqP7UYwzmiS1k', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'beetles.puzzle.solitaire', 287 ad_requests with mean bid_floor 11.9, 1 impressions of adomain 'bimbousa.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.5; 1 sessions in app 'com.BH.CleanDesk', 45 ad_requests with mean bid_floor 13.6; 2 sessions in app 'com.EudokiaGames.EyesRiot', 243 ad_requests with mean bid_floor 23.2; 29 sessions in app 'com.alphaapps.spinlinks', 343 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.joinblob.clash', 12 ad_requests with mean bid_floor 1.5, 3 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'aspercreme.com' with mean price 1.1; 4 sessions in app 'com.karmangames.pinochle', 27 ad_requests with mean bid_floor 90.5; 1 sessions in app 'com.king.candycrushsodasaga', 57 ad_requests with mean bid_floor 4.1; 29 sessions in app 'com.make.gif.pro', 256 ad_requests with mean bid_floor 7.3; 22 sessions in app 'com.pdf.pro', 232 ad_requests with mean bid_floor 15.1; 1 sessions in app 'com.peoplefun.wordcross', 7 ad_requests with mean bid_floor 5.1; 3 sessions in app 'com.psafe.cleaner', 5 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 364 ad_requests with mean bid_floor 17.3, 4 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 15.3; 2 sessions in app 'com.tripledot.woodoku', 10 ad_requests with mean bid_floor 7.3; 10 sessions in app 'com.zynga.words3', 1389 ad_requests with mean bid_floor 18.3, 1 impressions of adomain 'amazon.com' with mean price 0.7, 3 impressions of adomain 'betrivers.com' with mean price 0.1, 32 impressions of adomain 'bolegames.com' with mean price 2.8, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'gnc.com' with mean price 0.1, 1 impressions of adomain 'lenscrafters.com' with mean price 0.1, 1 impressions of adomain 'michaelsfurniturebricknj.com' with mean price 0.1, 1 impressions of adomain 'papayagaming.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.9, 1 impressions of adomain 'theautopian.com' with mean price 0.1; 2 sessions in app 'games.burny.playdoku.block.puzzle', 32 ad_requests with mean bid_floor 25.9, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 clicks of adomain 'bolegames.com', 2 impressions of adomain 'bolegames.com' with mean price 99.7; 1 sessions in app 'id.indologam.climb.high.master', 10 ad_requests with mean bid_floor 5.2; 6 sessions in app 'ru.skillcap.dominoes', 318 ad_requests with mean bid_floor 36.9, 3 clicks of adomain 'arlo.com', 7 impressions of adomain 'arlo.com' with mean price 7.1, 1 impressions of adomain 'bolegames.com' with mean price 103.0, 2 clicks of adomain 'king.com', 3 impressions of adomain 'king.com' with mean price 6.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 47;channel is 'USA/I/applovin/com.alphaapps.spinlinks/False/117';time_since_click_in_hours is 47;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.255623682559486;partition is 1801
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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 'fc0fa2e4-cf22-4560-9358-ccd2289b515c';uuid is '4e86519b-40d7-45ab-b0c1-cd55199f4ce5';bid_timestamp is '2025-02-07 18:00:06';device_id is 'fc0fa2e4-cf22-4560-9358-ccd2289b515c';biddate is '2025-02-07';country is 'USA';app is 'com.qkgame.terics';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 2000 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 3.3602 ;min_floor is 3.3602 ;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 12;user_behavior is :[4 sessions in app 'com.fiogonia.spades', 7 ad_requests with mean bid_floor 7.0; 4 sessions in app 'com.qkgame.terics', 3135 ad_requests with mean bid_floor 5.3; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 2.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.qkgame.terics/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.516387780507896;partition is 1833
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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 '0c11cf31-bc7f-4030-9130-29135ef1380d';uuid is '11ceba34-5ccf-4157-a544-1d0e839b0b74';bid_timestamp is '2025-02-10 21:27:54';device_id is '0c11cf31-bc7f-4030-9130-29135ef1380d';biddate is '2025-02-10';country is 'USA';app is 'com.kidslearn.abckids.kidsalphabets.colorskids210';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 1.43781789266525;target_cpi is 3.54443430900573;campaign is 58206;creative_id is 228773;session_duration is 182 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 1.34 ;min_floor is 1.01 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 1.34;prior_tag_impressions_count is 2 ;time_since_impression is 439556 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.14;prior_theme_impressions_count is 2;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-10 21:00:00+00:00';day_of_week is '0';os_version is 10;user_behavior is :[2 sessions in app 'com.audiomack', 20 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.imangi.templerun2', 7 ad_requests with mean bid_floor 7.1; 37 sessions in app 'com.kidslearn.abckids.kidsalphabets.colorskids210', 23133 ad_requests with mean bid_floor 16.3; 4 sessions in app 'com.outfit7.mytalkingangela2', 22 ad_requests with mean bid_floor 7.8; 2 sessions in app 'com.outfit7.mytalkingangelafree', 24 ad_requests with mean bid_floor 12.1; 4 sessions in app 'com.paperdoll.diary.dressup.game', 63 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'roblox.com' with mean price 1.1; 1 sessions in app 'com.solou.catendless.run', 1 ad_requests with mean bid_floor 0.0; 81 sessions in app 'com.toto.jcyj.mvmix', 1576 ad_requests with mean bid_floor 21.9; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.7; 2 sessions in app 'com.uband.mp3.and', 26 ad_requests with mean bid_floor 29.5; 3 sessions in app 'com.yoyogames.anime.star.princess.doll.dressupgames', 10 ad_requests with mean bid_floor 5.3; 1 sessions in app 'in.playsimple.wordsearch', 5 ad_requests with mean bid_floor 9.6];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 122;channel is 'USA/I/chartboost-android-sdk/com.kidslearn.abckids.kidsalphabets.colorskids210/False/98';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.728172138600712;partition is 51
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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 'af58774d-c3b2-46fd-ad53-a2192ed935a0';uuid is '4d0ec817-e26f-4f30-be6c-208a0ba53a31';bid_timestamp is '2024-12-30 3:25:20';device_id is 'af58774d-c3b2-46fd-ad53-a2192ed935a0';biddate is '2024-12-30';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 10.8967459591101;target_cpi is 3.68935486357193;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 6.513 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 156098 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.07;prior_theme_impressions_count is 12;prior_tag_clicks_count is 1 ;time_since_click is 524887;hour is '2024-12-30 03:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[26 sessions in app '9536bd1095a569f86cfa7d6141e29288', 0 ad_requests with mean bid_floor 0.0; 6 sessions in app 'ball.sort.color.puz.game.puzzle', 457 ad_requests with mean bid_floor 11.9, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'whoop.com' with mean price 9.9; 1 sessions in app 'com.DifLabs.Differences', 12 ad_requests with mean bid_floor 12.4; 1 sessions in app 'com.TikGames.DominoMaster', 17 ad_requests with mean bid_floor 5.1; 4 sessions in app 'com.bbumgames.opa', 76 ad_requests with mean bid_floor 0.8; 2 sessions in app 'com.block.juggle', 12 ad_requests with mean bid_floor 23.8; 1 sessions in app 'com.easybrain.crossword.puzzles', 97 ad_requests with mean bid_floor 15.7, 1 impressions of adomain 'harrys.com' with mean price 0.3, 1 impressions of adomain 'missionfoods.com' with mean price 0.6; 8 sessions in app 'com.fiogonia.dominoes', 4039 ad_requests with mean bid_floor 39.6; 1 sessions in app 'com.fugo.solitaire.tripeaks', 46 ad_requests with mean bid_floor 11.2, 1 impressions of adomain 'sleepnumber.com' with mean price 0.4; 10 sessions in app 'com.insbraingames.cryptoscapes.gp', 391 ad_requests with mean bid_floor 25.2, 8 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'azamara.com' with mean price 0.2, 1 impressions of adomain 'bestweb3.com' with mean price 5.0, 1 impressions of adomain 'bidease.com' with mean price 0.1, 1 impressions of adomain 'casino.fanduel.com' with mean price 17.8, 1 impressions of adomain 'centurycommunities.com' with mean price 0.7, 1 impressions of adomain 'harrys.com' with mean price 0.2, 1 impressions of adomain 'juliska.com' with mean price 0.5, 1 impressions of adomain 'kashkick.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'westernunion.com' with mean price 0.3; 20 sessions in app 'com.mattel163.skipbo', 432 ad_requests with mean bid_floor 1.6, 2 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'advanceamerica.net' with mean price 0.1, 17 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'aristocratgaming.com' with mean price 0.3, 1 impressions of adomain 'callapp.com' with mean price 0.1, 1 impressions of adomain 'depend.com' with mean price 0.1, 7 impressions of adomain 'justplayapps.com' with mean price 0.2, 2 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'la-z-boy.com' with mean price 0.2, 1 impressions of adomain 'lavazza.com' with mean price 0.3, 2 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.1, 3 impressions of adomain 'mobilityware.com' with mean price 0.1, 1 impressions of adomain 'orgain.com' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.1, 3 impressions of adomain 'productmadness.com' with mean price 0.1, 3 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'sanofi.com' with mean price 1.0, 2 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.3, 2 impressions of adomain 'torani.com' with mean price 0.6, 1 impressions of adomain 'upsimples.com' with mean price 0.1, 66 impressions of adomain 'urgentteam.com' with mean price 0.7; 1 sessions in app 'com.matteljv.uno', 22 ad_requests with mean bid_floor 0.5; 23 sessions in app 'com.mobilityware.CrazyEights', 2138 ad_requests with mean bid_floor 17.6, 4 impressions of adomain '9snail.com' with mean price 0.1, 2 impressions of adomain 'addyi.com' with mean price 0.1, 2 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'apcu.com' with mean price 0.3, 9 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'barstoolsportsbook.com' with mean price 0.1, 4 clicks of adomain 'bbumgames.com', 5 impressions of adomain 'bbumgames.com' with mean price 2.8, 2 impressions of adomain 'betr.app' with mean price 2.0, 4 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bidease.com' with mean price 0.1, 1 impressions of adomain 'caesars.com' with mean price 0.1, 1 impressions of adomain 'calicocorners.com' with mean price 0.1, 1 impressions of adomain 'chickensaladchick.com' with mean price 0.1, 3 impressions of adomain 'chumbacasino.com' with mean price 0.1, 3 impressions of adomain 'comcast.com' with mean price 4.9, 8 clicks of adomain 'creditkarma.com', 14 impressions of adomain 'creditkarma.com' with mean price 3.9, 6 impressions of adomain 'dickssportinggoods.com' with mean price 0.2, 2 impressions of adomain 'dollargeneral.com' with mean price 0.1, 5 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'driscolls.com' with mean price 0.5, 2 clicks of adomain 'empfohlen.de', 2 impressions of adomain 'empfohlen.de' with mean price 3.0, 3 clicks of adomain 'espnbet.com', 2 impressions of adomain 'espnbet.com' with mean price 4.8, 4 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'fitnesszone.com' with mean price 0.2, 2 impressions of adomain 'fiverr.com' with mean price 2.7, 2 impressions of adomain 'flo.health' with mean price 0.1, 2 impressions of adomain 'freecash.com' with mean price 0.1, 3 impressions of adomain 'heavens-hideaway.com' with mean price 0.1, 2 impressions of adomain 'ibotta.com' with mean price 0.1, 6 impressions of adomain 'illinoislottery.com' with mean price 0.5, 9 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 'joinpropel.com' with mean price 0.1, 1 impressions of adomain 'jorisson.com' with mean price 0.1, 3 impressions of adomain 'kashkick.com' with mean price 0.1, 1 impressions of adomain 'kettleandfire.com' with mean price 0.3, 1 impressions of adomain 'kidultlovin.com' with mean price 0.1, 3 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'king.com' with mean price 1.9, 1 clicks of adomain 'king.com', 1 impressions of adomain 'kovocredit.com' with mean price 0.1, 1 clicks of adomain 'legends.ninetwentygames.com', 11 impressions of adomain 'legends.ninetwentygames.com' with mean price 1.7, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1, 3 impressions of adomain 'marcus.com' with mean price 0.1, 5 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 3 impressions of adomain 'moonpay.com' with mean price 0.1, 4 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 2.1, 1 impressions of adomain 'pistolandpawn.com' with mean price 0.2, 13 impressions of adomain 'pluto.tv' with mean price 0.1, 4 impressions of adomain 'pocketfm.com' with mean price 0.1, 2 clicks of adomain 'productmadness.com', 6 impressions of adomain 'productmadness.com' with mean price 0.8, 1 impressions of adomain 'pulsz.com' with mean price 4.4, 1 clicks of adomain 'pulsz.com', 8 impressions of adomain 'roblox.com' with mean price 0.1, 2 impressions of adomain 'rovio.com' with mean price 0.1, 1 impressions of adomain 'scopely.com' with mean price 1.9, 9 impressions of adomain 'self.inc' with mean price 0.1, 2 impressions of adomain 'solidrockrunningcompany.com' with mean price 0.3, 6 impressions of adomain 'spectrum.com' with mean price 4.1, 2 impressions of adomain 'subaru.com' with mean price 1.9, 1 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'teamairdist.com' with mean price 0.2, 2 impressions of adomain 'tech.pokergaga.net' with mean price 3.0, 1 impressions of adomain 'tempursealy.com' with mean price 4.4, 14 impressions of adomain 'textnow.com' with mean price 0.1, 1 clicks of adomain 'tubitv.com', 5 impressions of adomain 'tubitv.com' with mean price 4.0, 3 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wisewaveltd.com' with mean price 2.8, 1 impressions of adomain 'wooga.com' with mean price 0.1; 16 sessions in app 'com.newpubco.spades', 1983 ad_requests with mean bid_floor 9.6, 1 impressions of adomain 'abbottnutrition.com' with mean price 1.2, 1 impressions of adomain 'ads.netapop.com' with mean price 3.2, 1 impressions of adomain 'airproducts.com' with mean price 0.7, 1 impressions of adomain 'alabamawashpros.com' with mean price 0.1, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 1 impressions of adomain 'allstate.com' with mean price 0.0, 16 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'app.boostr.com' with mean price 0.6, 2 impressions of adomain 'apps.com.tr' with mean price 0.8, 1 impressions of adomain 'asphaltsolutioncompany.com' with mean price 0.2, 1 impressions of adomain 'ballsort.gurugame.ai' with mean price 6.5, 4 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'bgfoods.com' with mean price 0.5, 4 impressions of adomain 'bibank.com' with mean price 0.2, 3 impressions of adomain 'bimbobakeriesusa.com' with mean price 0.6, 8 impressions of adomain 'biocodex.com' with mean price 0.4, 1 impressions of adomain 'bragg.com' with mean price 0.7, 2 impressions of adomain 'breakforaplate.com' with mean price 0.1, 8 impressions of adomain 'bushbeans.com' with mean price 0.4, 5 impressions of adomain 'coca-cola.com' with mean price 0.2, 4 impressions of adomain 'creditkarma.com' with mean price 5.2, 2 clicks of adomain 'creditkarma.com', 2 impressions of adomain 'danone.com' with mean price 0.4, 2 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'deutschfamily.com' with mean price 0.8, 15 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'dole.com' with mean price 1.2, 1 impressions of adomain 'drinkwaterloo.com' with mean price 0.6, 1 impressions of adomain 'earthbreeze.com' with mean price 0.6, 1 impressions of adomain 'elmonterey.com' with mean price 0.6, 1 impressions of adomain 'evrealestate.com' with mean price 0.1, 7 impressions of adomain 'farmhausliving.com' with mean price 0.1, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.4, 1 impressions of adomain 'gelighting.com' with mean price 0.7, 4 impressions of adomain 'generalmills.com' with mean price 0.4, 1 impressions of adomain 'gillette.com' with mean price 0.3, 1 impressions of adomain 'goodnes.com' with mean price 0.9, 2 impressions of adomain 'google.com' with mean price 1.1, 15 impressions of adomain 'gopro.com' with mean price 0.9, 2 impressions of adomain 'healthprimal.com' with mean price 6.8, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 3.3, 4 impressions of adomain 'hhs.gov' with mean price 0.2, 2 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'honda.com' with mean price 0.4, 3 impressions of adomain 'indeed.com' with mean price 0.2, 3 impressions of adomain 'inlineelectric.com' with mean price 0.5, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'ivory.com' with mean price 4.7, 1 impressions of adomain 'iwgplc.com' with mean price 0.4, 1 impressions of adomain 'izervay.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.3, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.1, 4 impressions of adomain 'kindsnacks.com' with mean price 0.3, 4 impressions of adomain 'kitchenaid.com' with mean price 0.1, 2 impressions of adomain 'kohls.com' with mean price 0.1, 1 clicks of adomain 'legends.ninetwentygames.com', 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 3.8, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'mikmak.tv' with mean price 0.8, 2 impressions of adomain 'missionfoods.com' with mean price 0.2, 1 impressions of adomain 'mizkan.com' with mean price 2.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 5 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'mypigeonforge.com' with mean price 0.3, 1 impressions of adomain 'natrol.com' with mean price 0.7, 2 impressions of adomain 'newchapter.com' with mean price 0.2, 1 clicks of adomain 'newmarbleclassic.com', 3 impressions of adomain 'newmarbleclassic.com' with mean price 4.5, 1 impressions of adomain 'newspapers.com' with mean price 0.2, 2 impressions of adomain 'niveausa.com' with mean price 0.4, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'oakevergames.com' with mean price 6.7, 1 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'oceanspray.com' with mean price 0.4, 1 impressions of adomain 'offersdirect.com' with mean price 0.1, 2 impressions of adomain 'paintbynumber.app' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'parking3d.gurugame.ai' with mean price 5.6, 5 impressions of adomain 'peacocktv.com' with mean price 0.2, 1 impressions of adomain 'peopletec.com' with mean price 0.2, 1 impressions of adomain 'peppermint-lips.com' with mean price 8.0, 1 impressions of adomain 'playtika.com' with mean price 0.2, 1 impressions of adomain 'poise.com' with mean price 0.3, 2 impressions of adomain 'polaris.com' with mean price 0.6, 3 impressions of adomain 'prilosecotc.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.1, 6 impressions of adomain 'publix.com' with mean price 0.7, 1 impressions of adomain 'pura.com' with mean price 0.2, 1 impressions of adomain 'rentnestledownfarms.com' with mean price 0.5, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.5, 2 impressions of adomain 'samhsa.gov' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.4, 5 impressions of adomain 'santanderus.com' with mean price 0.7, 1 impressions of adomain 'schwanscompany.com' with mean price 1.1, 1 impressions of adomain 'scotiabank.com' with mean price 0.2, 1 impressions of adomain 'secret.com' with mean price 0.5, 1 impressions of adomain 'sfdbrands.com' with mean price 0.3, 4 impressions of adomain 'siriusxm.com' with mean price 0.5, 1 impressions of adomain 'solidrockrunningcompany.com' with mean price 0.3, 3 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 9 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.5, 2 impressions of adomain 'trigreenequipment.com' with mean price 0.1, 1 impressions of adomain 'truecitrus.com' with mean price 0.8, 1 impressions of adomain 'tyson.com' with mean price 0.2, 2 impressions of adomain 'tysonfoods.com' with mean price 0.8, 13 impressions of adomain 'uthsc.edu' with mean price 0.5, 1 impressions of adomain 'valleybehavioralservices.org' with mean price 0.1, 8 impressions of adomain 'vaynermedia.com' with mean price 0.4, 3 impressions of adomain 'vicks.com' with mean price 0.3, 1 impressions of adomain 'vrbo.com' with mean price 0.1, 3 impressions of adomain 'welloflife.com' with mean price 4.4, 1 impressions of adomain 'wellsfargo.com' with mean price 0.1, 1 impressions of adomain 'woodmenlife.com' with mean price 0.6, 3 impressions of adomain 'xifaxan.com' with mean price 0.7, 1 impressions of adomain 'zscaler.com' with mean price 0.9; 1 sessions in app 'com.playvalve.dominoes', 219 ad_requests with mean bid_floor 110.7; 1 sessions in app 'com.playvalve.spades', 192 ad_requests with mean bid_floor 70.9, 1 impressions of adomain 'hsbc.com' with mean price 0.3; 1 sessions in app 'com.solitairedelight.joy.game', 1 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 352 ad_requests with mean bid_floor 13.5; 2 sessions in app 'com.staplegames.blocksClassicSGGP', 22 ad_requests with mean bid_floor 47.2; 1 sessions in app 'com.sudoku.game.puzzle.adventure', 13 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 7.7; 16 sessions in app 'com.ventogames.findthecat', 458 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.wildcard.spadespop', 7 ad_requests with mean bid_floor 5.6; 1 sessions in app 'games.burny.color.sort.woody.puzzle', 164 ad_requests with mean bid_floor 37.8, 2 impressions of adomain 'amazon.com' with mean price 0.9; 8 sessions in app 'in.playsimple.wordtrip', 15 ad_requests with mean bid_floor 28.3; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 13.6; 52 sessions in app 'loppipoppi.dominoes', 12816 ad_requests with mean bid_floor 21.7, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 1 impressions of adomain 'acana.com' with mean price 0.1, 3 impressions of adomain 'acorns.com' with mean price 0.1, 188 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'admile.com' with mean price 0.2, 5 impressions of adomain 'allstate.com' with mean price 0.2, 1 impressions of adomain 'aloha.com' with mean price 0.3, 112 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'americangreetings.com' with mean price 0.6, 2 impressions of adomain 'annies.com' with mean price 2.2, 1 impressions of adomain 'apple.com' with mean price 2.2, 1 impressions of adomain 'apps.com.tr' with mean price 0.8, 1 impressions of adomain 'asics.com' with mean price 0.0, 1 impressions of adomain 'audible.com' with mean price 0.4, 3 impressions of adomain 'azamara.com' with mean price 0.3, 1 impressions of adomain 'bausch.com' with mean price 0.1, 4 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'bemismfg.com' with mean price 0.0, 1 impressions of adomain 'betr.app' with mean price 0.1, 1 impressions of adomain 'bidease.com_101931' with mean price 0.1, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 2 impressions of adomain 'botoxspasticity.com' with mean price 0.1, 5 impressions of adomain 'cadillac.com' with mean price 0.1, 1 impressions of adomain 'caffeborboneamerica.com' with mean price 0.1, 5 impressions of adomain 'campbells.com' with mean price 0.1, 1 impressions of adomain 'cash.app' with mean price 0.0, 4 impressions of adomain 'castrol.com' with mean price 0.2, 1 impressions of adomain 'ccplumbingandwell.com' with mean price 0.1, 3 impressions of adomain 'centurycommunities.com' with mean price 0.6, 2 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'cocacola.com' with mean price 0.2, 1 impressions of adomain 'consumable.com' with mean price 0.4, 1 impressions of adomain 'copilot.microsoft.com' with mean price 0.0, 6 impressions of adomain 'costco.com' with mean price 0.1, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 56 impressions of adomain 'creditkarma.com' with mean price 3.2, 10 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'crest.com' with mean price 0.1, 4 impressions of adomain 'cricketwireless.com' with mean price 0.3, 1 impressions of adomain 'crye-leike.com' with mean price 0.3, 2 impressions of adomain 'cuisinart.com' with mean price 0.1, 6 impressions of adomain 'cyberpowersystems.com' with mean price 0.0, 7 impressions of adomain 'depend.com' with mean price 0.6, 3 impressions of adomain 'dialsoap.com' with mean price 0.1, 1 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 3 impressions of adomain 'directauto.com' with mean price 0.2, 10 impressions of adomain 'disneyplus.com' with mean price 0.1, 4 impressions of adomain 'dollargeneral.com' with mean price 0.2, 1 impressions of adomain 'doubleverify.com' with mean price 0.2, 1 clicks of adomain 'draftkings.com', 5 impressions of adomain 'draftkings.com' with mean price 16.8, 7 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.4, 2 impressions of adomain 'earthrated.com' with mean price 0.1, 5 impressions of adomain 'ecco.com' with mean price 0.1, 1 impressions of adomain 'enhertu.com' with mean price 0.5, 3 impressions of adomain 'ensure.com' with mean price 0.0, 1 impressions of adomain 'entravision.com' with mean price 0.2, 2 impressions of adomain 'espnbet.com' with mean price 5.6, 1 impressions of adomain 'evkeeza.com' with mean price 0.1, 1 impressions of adomain 'example.com' with mean price 0.3, 1 impressions of adomain 'explore.setbuyatoyota.com' with mean price 0.4, 1 impressions of adomain 'ferrarausa.com' with mean price 0.3, 1 impressions of adomain 'ferrero.com' with mean price 0.1, 1 impressions of adomain 'fintepla.com' with mean price 0.2, 3 impressions of adomain 'folgerscoffee.com' with mean price 0.1, 1 impressions of adomain 'furniturerow.com' with mean price 0.3, 12 impressions of adomain 'gardenoflife.com' with mean price 0.2, 1 impressions of adomain 'gatorade.com' with mean price 0.1, 1 impressions of adomain 'gelighting.com' with mean price 0.8, 1 impressions of adomain 'gillette.com' with mean price 0.3, 1 impressions of adomain 'go.com' with mean price 0.1, 5 impressions of adomain 'godirectinc.com' with mean price 0.2, 3 impressions of adomain 'goodfoods.com' with mean price 0.1, 2 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'gopro.com' with mean price 1.0, 4 impressions of adomain 'grainger.com' with mean price 0.6, 2 impressions of adomain 'greenmountaincoffee.com' with mean price 0.1, 6 impressions of adomain 'haleon.com' with mean price 0.6, 1 impressions of adomain 'hamptonu.edu' with mean price 0.5, 3 impressions of adomain 'healthprimal.com' with mean price 8.3, 1 clicks of adomain 'healthprimal.com', 6 impressions of adomain 'helloned.com' with mean price 0.1, 3 impressions of adomain 'heydudeshoesusa.com' with mean price 0.1, 2 impressions of adomain 'hhs.gov' with mean price 0.4, 3 impressions of adomain 'hillspet.com' with mean price 0.1, 17 impressions of adomain 'honda.com' with mean price 0.4, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 1 impressions of adomain 'iheart.com' with mean price 0.5, 2 impressions of adomain 'info.nu.edu' with mean price 0.8, 1 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'irtc-hq.com' with mean price 0.1, 1 impressions of adomain 'ivory.com' with mean price 0.7, 1 impressions of adomain 'iwgplc.com' with mean price 0.4, 3 impressions of adomain 'janssen.com' with mean price 0.6, 38 impressions of adomain 'jcpenny.com' with mean price 0.1, 1 impressions of adomain 'joico.com' with mean price 0.1, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 2 impressions of adomain 'kayak.com' with mean price 0.1, 5 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kingsford.com' with mean price 0.1, 4 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'kovocredit.com' with mean price 2.9, 8 impressions of adomain 'lavazza.com' with mean price 0.2, 1 clicks of adomain 'legends.ninetwentygames.com', 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 2.1, 1 impressions of adomain 'lenovo.com' with mean price 0.0, 2 impressions of adomain 'lenscrafters.com' with mean price 0.1, 1 impressions of adomain 'levi.com' with mean price 0.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'liquiddeath.com' with mean price 0.4, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 23 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 1 impressions of adomain 'luxottica.com' with mean price 0.1, 1 impressions of adomain 'marcus.com' with mean price 0.2, 1 impressions of adomain 'marist.com' with mean price 0.7, 1 impressions of adomain 'maybelline.com' with mean price 0.0, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'medline.com' with mean price 0.3, 2 impressions of adomain 'meetme.com' with mean price 0.0, 6 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'meiomi.com' with mean price 0.2, 1 impressions of adomain 'methodproducts.com' with mean price 0.2, 2 impressions of adomain 'murdochs.com' with mean price 0.8, 4 impressions of adomain 'naturesbounty.com' with mean price 0.1, 1 impressions of adomain 'netgear.com' with mean price 0.4, 2 impressions of adomain 'niveausa.com' with mean price 0.3, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 1 impressions of adomain 'nortonlifelock.com' with mean price 0.6, 2 impressions of adomain 'nowfoods.com' with mean price 0.0, 10 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'nyxcosmetics.com' with mean price 0.0, 2 impressions of adomain 'oceanspray.com' with mean price 0.2, 2 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 4 impressions of adomain 'openbank.us' with mean price 0.1, 1 impressions of adomain 'openroadlending.com' with mean price 0.2, 6 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'panasonic.com' with mean price 0.8, 3 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'paulmitchell.com' with mean price 0.2, 2 impressions of adomain 'peets.com' with mean price 0.1, 2 impressions of adomain 'peopletec.com' with mean price 0.7, 3 impressions of adomain 'pepsi.com' with mean price 0.1, 2 impressions of adomain 'pepsico.com' with mean price 0.6, 3 impressions of adomain 'philips-hue.com' with mean price 0.1, 3 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'pocketfm.com' with mean price 0.1, 2 impressions of adomain 'poise.com' with mean price 0.1, 4 impressions of adomain 'priceline.com' with mean price 0.0, 4 impressions of adomain 'productmadness.com' with mean price 0.0, 5 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'protalitynutrition.com' with mean price 0.2, 2 impressions of adomain 'pull-ups.com' with mean price 0.5, 3 impressions of adomain 'pura.com' with mean price 0.2, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.3, 4 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'rouvy.com' with mean price 0.2, 9 impressions of adomain 'samhsa.gov' with mean price 0.2, 3 impressions of adomain 'samsclub.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.4, 14 impressions of adomain 'santanderus.com' with mean price 0.5, 1 impressions of adomain 'schiffvitamins.com' with mean price 0.7, 1 impressions of adomain 'scopely.com' with mean price 0.0, 3 impressions of adomain 'scottbrand.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.2, 4 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'sliding.toys' with mean price 0.1, 1 impressions of adomain 'solocup.com' with mean price 0.1, 1 impressions of adomain 'soundofprofound.com' with mean price 0.1, 2 impressions of adomain 'standardprocess.com' with mean price 0.0, 14 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'starsandstrikes.com' with mean price 0.3, 1 impressions of adomain 'starz.com' with mean price 0.1, 1 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'sunsweet.com' with mean price 0.4, 4 impressions of adomain 'takeda.com' with mean price 0.3, 5 impressions of adomain 'tatesbakeshop.com' with mean price 0.0, 1 impressions of adomain 'tempursealy.com' with mean price 0.9, 1 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'tiktok.com' with mean price 1.1, 7 impressions of adomain 'torani.com' with mean price 0.2, 2 impressions of adomain 'trigreenequipment.com' with mean price 0.1, 1 impressions of adomain 'tubitv.com' with mean price 5.3, 1 impressions of adomain 'umassglobal.edu' with mean price 0.1, 4 impressions of adomain 'uphold.com' with mean price 0.0, 1 impressions of adomain 'upsimples.com' with mean price 0.1, 1 impressions of adomain 'velphoro.us' with mean price 0.1, 1 impressions of adomain 'verbproducts.com' with mean price 0.0, 1 impressions of adomain 'vicks.com' with mean price 0.7, 1 impressions of adomain 'vidangel.com' with mean price 0.1, 1 impressions of adomain 'vyeptihcp.com' with mean price 1.5, 2 impressions of adomain 'webmd.com' with mean price 0.1, 1 impressions of adomain 'whataburger.com' with mean price 0.2, 11 impressions of adomain 'wkkellogg.com' with mean price 0.1, 15 impressions of adomain 'woodmenlife.com' with mean price 0.4, 8 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 8 impressions of adomain 'xifaxan.com' with mean price 1.2, 1 impressions of adomain 'yourradioplace.com' with mean price 0.1, 1 impressions of adomain 'zeroogravitygames.com' with mean price 0.3, 1 impressions of adomain 'zscaler.com' with mean price 1.0; 1 sessions in app 'spider.classic.solitaire.card.pgmaker', 60 ad_requests with mean bid_floor 25.4, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'tiktok.com' with mean price 2.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 43;channel is 'USA/I/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 146;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.612493521740732;partition is 1268
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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 'dc2bdf59-eb95-482a-8353-1ad372d0ccf1';uuid is '9e5f2c9b-53a1-461c-bb66-fb5f275efa0d';bid_timestamp is '2025-01-31 1:44:09';device_id is 'dc2bdf59-eb95-482a-8353-1ad372d0ccf1';biddate is '2025-01-31';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-eu';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'fyber';raw_price is 13;target_cpi is 3.71999999999999;campaign is 58050;creative_id is 229286;session_duration is 716 ;seller_name is 'Mars Media SSP';seller_id is 211;content_type is 'ie';bid_floor is 9.97764 ;min_floor is 9.97764 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 315928 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 6;prior_tag_clicks_count is 2 ;time_since_click is 358139;hour is '2025-01-31 01:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[60 sessions in app 'com.apalon.myclockfree', 137 ad_requests with mean bid_floor 0.1; 105 sessions in app 'com.blackout.spades', 35624 ad_requests with mean bid_floor 26.9, 9 impressions of adomain '3m.com' with mean price 4.0, 112 impressions of adomain 'adnxs.com' with mean price 1.1, 125 impressions of adomain 'altofairfieldmetro.com' with mean price 1.1, 123 impressions of adomain 'amazon.com' with mean price 0.5, 14 impressions of adomain 'anastasiabeverlyhills.com' with mean price 0.4, 2 impressions of adomain 'apextoolgroup.com' with mean price 0.4, 1 impressions of adomain 'barbshd.com' with mean price 0.2, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'brookfieldproperties.com' with mean price 0.2, 3 impressions of adomain 'brooksidecountryclub.org' with mean price 0.4, 12 impressions of adomain 'buxomcosmetics.com' with mean price 0.5, 3 impressions of adomain 'calvinklein.us' with mean price 0.4, 6 impressions of adomain 'carhartt.com' with mean price 0.4, 2 impressions of adomain 'carsonphilly.com' with mean price 0.2, 1 impressions of adomain 'catonetworks.com' with mean price 0.2, 1 impressions of adomain 'celonis.com' with mean price 0.5, 1 impressions of adomain 'cencora.com' with mean price 0.5, 11 impressions of adomain 'cerave.com' with mean price 0.4, 2 impressions of adomain 'chromewebdata' with mean price 0.4, 1 clicks of adomain 'chromewebdata', 11 impressions of adomain 'clorox.com' with mean price 0.5, 1 impressions of adomain 'cocalicoph.com' with mean price 0.3, 25 impressions of adomain 'colgate.com' with mean price 0.4, 6 impressions of adomain 'covergirl.com' with mean price 0.4, 3 impressions of adomain 'depend.com' with mean price 0.3, 8 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'dnamobileapps.com' with mean price 9.1, 4 impressions of adomain 'dymatize.com' with mean price 3.9, 3 impressions of adomain 'elanco.com' with mean price 0.3, 3 impressions of adomain 'ellislawgrouppc.com' with mean price 0.4, 1 impressions of adomain 'estemerwalt.com' with mean price 0.2, 1 impressions of adomain 'fanniemae.com' with mean price 0.4, 1 impressions of adomain 'fla-keys.com' with mean price 0.2, 10 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'horizondentalcares.com' with mean price 0.7, 12 impressions of adomain 'inabafoods.com' with mean price 0.5, 9 impressions of adomain 'la-z-boy.com' with mean price 0.9, 4 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'meetboston.com' with mean price 0.4, 1 impressions of adomain 'mikmak.tv' with mean price 0.7, 2 impressions of adomain 'milb.com' with mean price 0.4, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 14.4, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 3.0, 11 impressions of adomain 'niveausa.com' with mean price 0.4, 17 impressions of adomain 'nutrafol.com' with mean price 0.6, 3 impressions of adomain 'nyxcosmetics.com' with mean price 0.4, 1 impressions of adomain 'pa.gov' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 4 impressions of adomain 'peacocktv.com' with mean price 0.2, 1 impressions of adomain 'pennmedicine.org' with mean price 1.0, 1 impressions of adomain 'pentlyconger.com' with mean price 0.2, 1 impressions of adomain 'petiq.com' with mean price 0.5, 1 impressions of adomain 'pitt.edu' with mean price 0.2, 2 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'premierwellnesspicks.com' with mean price 5.1, 1 clicks of adomain 'premierwellnesspicks.com', 1 impressions of adomain 'pro.magicpot.bid' with mean price 0.2, 1 impressions of adomain 'realtyexecutives.com' with mean price 0.6, 2 impressions of adomain 'revlon.com' with mean price 0.5, 1 impressions of adomain 'salesforce.com' with mean price 0.5, 1 impressions of adomain 'samhsa.gov' with mean price 0.4, 3 impressions of adomain 'samsung.com' with mean price 1.6, 1 impressions of adomain 'schoolspring.com' with mean price 0.8, 5 impressions of adomain 'seagate.com' with mean price 0.5, 1 impressions of adomain 'shipt.com' with mean price 0.4, 1 impressions of adomain 'sleepnumber.com' with mean price 0.4, 3 impressions of adomain 'smuckers.com' with mean price 0.4, 8 impressions of adomain 'sony.com' with mean price 5.2, 1 impressions of adomain 'statetheatre.org' with mean price 0.4, 2 impressions of adomain 'summerfridays.com' with mean price 0.4, 1 impressions of adomain 't-falusa.com' with mean price 0.4, 3 impressions of adomain 'thebatteryphl.com' with mean price 0.2, 1 impressions of adomain 'thereyburn.com' with mean price 0.2, 1 impressions of adomain 'toshiba.com' with mean price 5.0, 5 impressions of adomain 'truthinitiative.org' with mean price 0.5, 1 impressions of adomain 'ubykotex.com' with mean price 0.4, 10 impressions of adomain 'unilever.com' with mean price 0.4, 1 impressions of adomain 'visitpa.com' with mean price 0.7, 1 impressions of adomain 'walmart.com' with mean price 0.2, 2 impressions of adomain 'wkkellogg.com' with mean price 0.3; 3 sessions in app 'com.intensedev.classicsolitaire.gp', 9 ad_requests with mean bid_floor 1.2; 2 sessions in app 'com.peoplefun.wordcross', 16 ad_requests with mean bid_floor 5.7; 35 sessions in app 'com.solitarie.card.regal.game', 1914 ad_requests with mean bid_floor 54.0, 1 impressions of adomain 'textnow.com' with mean price 5.6; 2 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 12.2; 144 sessions in app 'com.ventogames.findthecat', 2252 ad_requests with mean bid_floor 8.2; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 11.0; 1 sessions in app 'in.playsimple.wordsearch', 5 ad_requests with mean bid_floor 12.6; 5 sessions in app 'in.playsimple.wordtrip', 30 ad_requests with mean bid_floor 22.3; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 3.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 87;channel is 'USA/I/fyber/com.blackout.spades/False/211';time_since_click_in_hours is 99;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.795674353763293;partition is 3528
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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 '4f265cf8-97a6-4a2c-8a01-a0af3ae355ec';uuid is 'f63e8980-aaf6-4b18-bdae-ea0692da3a74';bid_timestamp is '2025-01-09 8:14:21';device_id is '4f265cf8-97a6-4a2c-8a01-a0af3ae355ec';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 36.5212787893083;target_cpi is 2.35302077446235;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 24.314015;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 88272 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.09;prior_theme_impressions_count is 10;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-09 08:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[8 sessions in app 'com.blackout.spades', 418 ad_requests with mean bid_floor 39.3, 5 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'rrcu.com' with mean price 1.6; 1 sessions in app 'com.lemon.lvoverseas', 1 ad_requests with mean bid_floor 5.2; 23 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 591 ad_requests with mean bid_floor 14.1, 1 impressions of adomain 'audible.com' with mean price 2.0, 1 impressions of adomain 'king.com' with mean price 7.4, 4 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 25.4, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 16.1, 5 impressions of adomain 'playrix.com' with mean price 13.8; 10 sessions in app 'st.ows.checkers', 71 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'audible.com' with mean price 0.5, 1 impressions of adomain 'capitalconstructionmemphis.com' with mean price 0.7, 11 impressions of adomain 'choctawcasinos.com' with mean price 1.0, 15 impressions of adomain 'choctawnation.com' with mean price 0.9, 1 impressions of adomain 'looperauction.com' with mean price 0.7, 4 impressions of adomain 'midwesternind.com' with mean price 0.9, 3 impressions of adomain 'moradaseniorliving.com' with mean price 1.5, 1 impressions of adomain 'myarkansaslottery.com' with mean price 0.6, 1 impressions of adomain 'onceuponachild.com' with mean price 0.8, 1 impressions of adomain 'ozarkmountainair.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.9, 1 impressions of adomain 'walgreens.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 ;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 0;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.479853922255373;partition is 2709
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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 'ae87b3a4-eac4-45af-ad2a-8a64850d634b';uuid is '676610bf-a951-41b1-ae96-673f5da5e22d';bid_timestamp is '2024-12-28 22:06:05';device_id is 'ae87b3a4-eac4-45af-ad2a-8a64850d634b';biddate is '2024-12-28';country is 'USA';app is 'com.tripledot.woodoku';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 2.49294939567334;target_cpi is 2.5;campaign is 57717;creative_id is 219049;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'vp';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.60923;placement_historical_value is 2.252487;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 4004763 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 0.33;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 4004757;hour is '2024-12-28 22:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[1 sessions in app 'com.Catobilli.LaserBubbles', 4 ad_requests with mean bid_floor 22.5; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 10.2; 2 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 0.0; 64 sessions in app 'com.tripledot.woodoku', 35632 ad_requests with mean bid_floor 7.0, 10 impressions of adomain 'adidas.com' with mean price 0.0, 3 impressions of adomain 'alevco.net' with mean price 0.0, 1 impressions of adomain 'allstate.com' with mean price 0.1, 38 impressions of adomain 'amazon.com' with mean price 0.1, 3 impressions of adomain 'arcb.com' with mean price 0.0, 73 impressions of adomain 'atrius.com' with mean price 0.0, 2 impressions of adomain 'beekeepersnaturals.com' with mean price 0.0, 7 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'bemismfg.com' with mean price 0.0, 1 impressions of adomain 'bjcc.org' with mean price 0.1, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.0, 1 clicks of adomain 'bounty.com', 2 impressions of adomain 'bounty.com' with mean price 6.1, 1 impressions of adomain 'brewermorris.com' with mean price 0.1, 1 impressions of adomain 'brita.com' with mean price 0.3, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 3 impressions of adomain 'carbmee.com' with mean price 0.1, 1 impressions of adomain 'carhartt.com' with mean price 0.0, 4 impressions of adomain 'cash.app' with mean price 0.0, 8 impressions of adomain 'cityofhope.org' with mean price 0.2, 4 impressions of adomain 'clorox.com' with mean price 0.0, 13 impressions of adomain 'coca-cola.com' with mean price 1.4, 5 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'commonapp.org' with mean price 0.7, 1 impressions of adomain 'consumable.com' with mean price 0.2, 2 impressions of adomain 'coromant.com' with mean price 0.1, 1 impressions of adomain 'covergirl.com' with mean price 0.0, 1 impressions of adomain 'crumblcookies.com' with mean price 1.1, 5 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'cushmanwakefield.com' with mean price 0.1, 1 impressions of adomain 'cvs.com' with mean price 1.1, 1 impressions of adomain 'cyberark.com' with mean price 0.1, 2 impressions of adomain 'daikinapplied.com' with mean price 0.1, 1 impressions of adomain 'dapplebaby.com' with mean price 0.9, 4 impressions of adomain 'depend.com' with mean price 0.3, 2 impressions of adomain 'discovery.com' with mean price 0.2, 16 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'entrata.com' with mean price 0.0, 4 impressions of adomain 'excedrin.com' with mean price 0.5, 5 impressions of adomain 'facebook.com' with mean price 0.1, 1 impressions of adomain 'fintechmeetup.com' with mean price 0.0, 1 impressions of adomain 'fiogonia.com' with mean price 0.0, 1 impressions of adomain 'firsttactical.com' with mean price 0.2, 5 impressions of adomain 'freestylelibre.us' with mean price 0.3, 3 impressions of adomain 'frontier.com' with mean price 0.8, 2 impressions of adomain 'fulfilnutrition.com' with mean price 0.0, 42 impressions of adomain 'geico.com' with mean price 2.1, 2 clicks of adomain 'geico.com', 1 impressions of adomain 'generalmills.com' with mean price 3.5, 1 impressions of adomain 'gillette.com' with mean price 0.3, 13 impressions of adomain 'globalpoker.com' with mean price 0.6, 1 impressions of adomain 'goodfoods.com' with mean price 0.0, 12 impressions of adomain 'goodnes.com' with mean price 1.1, 4 impressions of adomain 'haleon.com' with mean price 1.1, 1 impressions of adomain 'hanwha.com' with mean price 0.2, 4 impressions of adomain 'hellogoodwin.com' with mean price 0.0, 56 impressions of adomain 'hicx.com' with mean price 0.0, 179 impressions of adomain 'high5casino.com' with mean price 0.5, 1 impressions of adomain 'hillspet.com' with mean price 0.0, 28 impressions of adomain 'hitachi.com' with mean price 0.0, 1 impressions of adomain 'hopkinsmedicine.org' with mean price 0.0, 1 impressions of adomain 'hp.com' with mean price 1.7, 2 impressions of adomain 'huberwood.com' with mean price 0.0, 10 impressions of adomain 'hulu.com' with mean price 1.1, 261 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'infovrodriguezbalasquide.com' with mean price 0.0, 2 impressions of adomain 'isbe.net' with mean price 0.1, 1 impressions of adomain 'kellanova.com' with mean price 0.6, 2 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 15 impressions of adomain 'kfc.com' with mean price 0.0, 1 impressions of adomain 'kikkomanusa.com' with mean price 0.3, 1 impressions of adomain 'krusteaz.com' with mean price 0.7, 1 impressions of adomain 'liftone.net' with mean price 0.1, 1 impressions of adomain 'linkedin.com' with mean price 1.1, 2 impressions of adomain 'luckylandslots.com' with mean price 1.9, 3 impressions of adomain 'markanthonyintl.com' with mean price 0.4, 3 impressions of adomain 'mccormick.com' with mean price 0.5, 6 impressions of adomain 'medscape.org' with mean price 0.0, 1 impressions of adomain 'merrickpetcare.com' with mean price 0.2, 1 impressions of adomain 'metmuseum.org' with mean price 0.0, 2 impressions of adomain 'mil-fitcareers.net' with mean price 0.0, 5 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'myhumehealth.com' with mean price 0.0, 1 impressions of adomain 'newyorklife.com' with mean price 0.1, 7 impressions of adomain 'nexium24hr.com' with mean price 0.6, 2 impressions of adomain 'no7beauty.com' with mean price 0.8, 7 impressions of adomain 'numerator.com' with mean price 0.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.0, 3 impressions of adomain 'office.com' with mean price 0.1, 3 impressions of adomain 'olay.com' with mean price 0.6, 13 impressions of adomain 'one1brands.com' with mean price 0.0, 11 impressions of adomain 'paintbynumber.app' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.2, 14 impressions of adomain 'patient.boehringer-ingelheim.com' with mean price 1.1, 4 impressions of adomain 'paypal.com' with mean price 1.0, 1 impressions of adomain 'peacocktv.com' with mean price 0.1, 6 impressions of adomain 'pearlevision.com' with mean price 0.0, 2 impressions of adomain 'pediasure.com' with mean price 0.7, 1 impressions of adomain 'perrier.com' with mean price 1.1, 1 impressions of adomain 'pippingconcrete.com' with mean price 1.2, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.0, 1 impressions of adomain 'pull-ups.com' with mean price 0.0, 1 impressions of adomain 'purepower.com' with mean price 0.1, 5 impressions of adomain 'rightsline.com' with mean price 0.2, 6 impressions of adomain 'robitussin.com' with mean price 0.6, 1 impressions of adomain 'samsclub.com' with mean price 1.4, 17 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'schiffvitamins.com' with mean price 0.7, 5 impressions of adomain 'scottbrand.com' with mean price 0.7, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 13 impressions of adomain 'sitime.com' with mean price 0.1, 1 impressions of adomain 'social-innovation.hitachi' with mean price 0.2, 1 impressions of adomain 'sourpatchkids.com' with mean price 0.4, 1 impressions of adomain 'spotnana.com' with mean price 0.0, 1 impressions of adomain 'sskjoy.github.io' with mean price 0.0, 1 impressions of adomain 'staplesbusinessadvantage.com' with mean price 0.2, 2 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'support.acorns.com' with mean price 0.0, 1 impressions of adomain 'systemstech.com' with mean price 0.0, 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 7 impressions of adomain 'temu.com' with mean price 0.0, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 4 impressions of adomain 'theraflu.com' with mean price 0.5, 2 impressions of adomain 'traveltexas.com' with mean price 1.1, 11 impressions of adomain 'tums.com' with mean price 0.6, 5 impressions of adomain 'tysonfoods.com' with mean price 0.8, 2 impressions of adomain 'ubykotex.com' with mean price 0.5, 2 impressions of adomain 'ulta.com' with mean price 0.3, 1 impressions of adomain 'unilever.com' with mean price 0.0, 2 impressions of adomain 'upwindbymerconcept.com' with mean price 0.1, 13 impressions of adomain 'vicks.com' with mean price 0.8, 1 impressions of adomain 'visitvillarica.com' with mean price 0.0, 5 impressions of adomain 'voltarengel.com' with mean price 0.6, 15 impressions of adomain 'walgreens.com' with mean price 0.8, 19 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'wellnesspetfood.com' with mean price 0.0, 4 impressions of adomain 'windex.com' with mean price 0.0, 1 impressions of adomain 'winwalk.app' with mean price 0.0, 11 impressions of adomain 'www.learnings.ai' with mean price 0.0, 1 impressions of adomain 'wyndhamhotels.com' with mean price 1.1, 23 impressions of adomain 'xifaxan.com' with mean price 0.5, 1 impressions of adomain 'yogacrow.com' with mean price 0.0, 2 impressions of adomain 'youtube.com' with mean price 0.0, 19 impressions of adomain 'yyplaygames.com' with mean price 0.0; 19 sessions in app 'in.playsimple.wordtrip', 265 ad_requests with mean bid_floor 24.4];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 1112;channel is 'USA/V/bidmachine/com.tripledot.woodoku/False/197';time_since_click_in_hours is 1112;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.866249982733743;partition is 1312
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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 'c8208332-186f-4950-94db-f69fc9ada4c2';uuid is 'bdb41587-b753-46a0-9701-d008e774044c';bid_timestamp is '2024-12-27 20:05:24';device_id is 'c8208332-186f-4950-94db-f69fc9ada4c2';biddate is '2024-12-27';country is 'USA';app is 'com.tripledot.solitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 9.9997961660847;target_cpi is 2.5;campaign is 57717;creative_id is 228773;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'ie';bid_floor is 9.6125 ;min_floor is 4.7806 ;bidmachine_placement_value is 8.153846;placement_historical_value is ;third_party_bid_price is 9.6125;prior_tag_impressions_count is 1 ;time_since_impression is 2669837 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.66;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 2669833;hour is '2024-12-27 20:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[2 sessions in app 'beetles.puzzle.solitaire', 750 ad_requests with mean bid_floor 26.2, 5 impressions of adomain 'coca-cola.com' with mean price 0.2, 2 impressions of adomain 'pepsico.com' with mean price 0.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.4, 1 impressions of adomain 'woodmenlife.com' with mean price 1.0; 3 sessions in app 'com.blackout.spades', 128 ad_requests with mean bid_floor 26.5; 8 sessions in app 'com.breakingnewsbrief.app', 15 ad_requests with mean bid_floor 1.4; 29 sessions in app 'com.cooking.bingo.ldkwh', 358 ad_requests with mean bid_floor 11.2; 30 sessions in app 'com.counter.setp.pedometer', 145 ad_requests with mean bid_floor 6.1; 6 sessions in app 'com.dna.solitaireapp', 625 ad_requests with mean bid_floor 105.1, 6 impressions of adomain 'adidas.com' with mean price 0.1, 6 impressions of adomain 'amazon.com' with mean price 0.3, 4 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 2 impressions of adomain 'voquezna.com' with mean price 0.4, 9 impressions of adomain 'wkkellogg.com' with mean price 0.1; 18 sessions in app 'com.handmark.expressweather', 43 ad_requests with mean bid_floor 59.6; 1 sessions in app 'com.numbergames.linked2248.tile.numberpuzzle2048', 2 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.snakeattack.game', 8 ad_requests with mean bid_floor 3.4; 4 sessions in app 'com.tripledot.solitaire', 1673 ad_requests with mean bid_floor 15.6, 3 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'andrewmarshamfitness.com' with mean price 0.0, 4 impressions of adomain 'coca-cola.com' with mean price 0.8, 2 impressions of adomain 'discover.com' with mean price 1.7, 1 impressions of adomain 'getmaintainx.com' with mean price 0.0, 3 impressions of adomain 'guildeducation.com' with mean price 0.1, 1 impressions of adomain 'hulu.com' with mean price 0.5, 1 impressions of adomain 'myfitnesspal.com' with mean price 1.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.0, 2 impressions of adomain 'olay.com' with mean price 0.6, 1 impressions of adomain 'paramount.com' with mean price 0.0, 2 impressions of adomain 'paypal.com' with mean price 0.6, 1 impressions of adomain 'pentlyconger.com' with mean price 0.2, 13 impressions of adomain 'planetoat.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.5, 2 impressions of adomain 'robitussin.com' with mean price 0.6, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.0, 2 impressions of adomain 'tovala.com' with mean price 1.0, 2 impressions of adomain 'valottery.com' with mean price 6.9, 1 clicks of adomain 'valottery.com', 1 impressions of adomain 'voltarengel.com' with mean price 0.5, 3 impressions of adomain 'wsj.com' with mean price 0.0; 5 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 344 ad_requests with mean bid_floor 2.3, 2 impressions of adomain '9snail.com' with mean price 0.1, 20 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'dermstore.com' with mean price 0.0, 5 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'gurunetwork.com' with mean price 0.4, 2 impressions of adomain 'helloned.com' with mean price 0.1, 18 impressions of adomain 'jcpenny.com' with mean price 0.0, 7 impressions of adomain 'lowes.com' with mean price 0.0, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'priceline.com' with mean price 0.0, 2 impressions of adomain 'prosourcewholesale.com' with mean price 0.4, 1 impressions of adomain 'rosenbaumfence.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 4 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'thegeneralautoquotes.com' with mean price 1.1, 3 impressions of adomain 'tiktok.com' with mean price 1.8; 4 sessions in app 'solitaire.klondike.classic.card.games', 160 ad_requests with mean bid_floor 58.0];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 741;channel is 'USA/I/bidmachine/com.tripledot.solitaire/False/197';time_since_click_in_hours is 742;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.501458744370093;partition is 1030
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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 'fe410d47-1c31-4fd4-84d2-a5546de61309';uuid is '2ac0c105-c4ee-45dd-a5b2-27dec3c46aff';bid_timestamp is '2025-02-06 3:03:44';device_id is 'fe410d47-1c31-4fd4-84d2-a5546de61309';biddate is '2025-02-06';country is 'USA';app is 'com.ring.fantasy.today';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 9.61026072947918;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 25.118483;placement_historical_value is 7.870463;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 102343 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.84;prior_theme_impressions_count is 7;prior_tag_clicks_count is 2 ;time_since_click is 3460686;hour is '2025-02-06 03:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'ball.sort.color.puz.game.puzzle', 186 ad_requests with mean bid_floor 20.4, 6 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'nutrafol.com' with mean price 0.7; 1 sessions in app 'co.aviagames.mtp.bingobattle.samsung', 5 ad_requests with mean bid_floor 61.7; 1 sessions in app 'com.bitmango.go.jewelsmagicmysterymatch3', 6 ad_requests with mean bid_floor 25.3; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 17.6; 165 sessions in app 'com.boatip.browser', 1296 ad_requests with mean bid_floor 91.1; 1 sessions in app 'com.bonnie.trafficescape', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.dream.free.games.match3', 68 ad_requests with mean bid_floor 18.3; 1 sessions in app 'com.easybrain.art.puzzle', 47 ad_requests with mean bid_floor 11.9; 1 sessions in app 'com.fugo.wow', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fun.frenzy.trivia.android', 1 ad_requests with mean bid_floor 0.3; 2 sessions in app 'com.king.candycrushsaga', 22 ad_requests with mean bid_floor 4.5; 3 sessions in app 'com.king.candycrushsodasaga', 5 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.loop.block.mania.pethereum', 8 ad_requests with mean bid_floor 15.8; 1 sessions in app 'com.mobilityware.Spades', 31 ad_requests with mean bid_floor 22.0; 2 sessions in app 'com.mobilityware.solitaire', 39 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.peoplefun.wordcross', 16 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.peoplefun.wordsearch', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.playvalve.spades', 30 ad_requests with mean bid_floor 192.5; 1 sessions in app 'com.puzzle1studio.go.jewelsmagicmysterymatch3', 1 ad_requests with mean bid_floor 5.2; 163 sessions in app 'com.ring.fantasy.today', 654 ad_requests with mean bid_floor 1.7, 1 clicks of adomain 'ads.netapop.com', 1 impressions of adomain 'ads.netapop.com' with mean price 7.2, 1 clicks of adomain 'bumble.com', 8 impressions of adomain 'bumble.com' with mean price 0.6, 6 impressions of adomain 'callapp.com' with mean price 0.6, 1 clicks of adomain 'govhealthplans.us', 3 impressions of adomain 'govhealthplans.us' with mean price 15.4, 1 impressions of adomain 'ksg.com' with mean price 0.8, 1 impressions of adomain 'learnings.ai' with mean price 0.9, 1 clicks of adomain 'medicarereliefnow.online', 2 impressions of adomain 'medicarereliefnow.online' with mean price 12.9, 5 impressions of adomain 'newpub.co' with mean price 9.8, 2 impressions of adomain 'omnihome.app' with mean price 0.8, 2 impressions of adomain 'pentlyconger.com' with mean price 7.3, 1 impressions of adomain 'play.moheganpacasino.com' with mean price 0.6, 2 impressions of adomain 'playsimple.in' with mean price 0.7, 1 impressions of adomain 'qualify-medicare.co' with mean price 16.1, 1 impressions of adomain 'quicksaver.info' with mean price 12.1, 1 clicks of adomain 'receive-the-prize.online', 2 impressions of adomain 'receive-the-prize.online' with mean price 6.2, 1 clicks of adomain 'savingrelief.net', 1 impressions of adomain 'savingrelief.net' with mean price 25.2, 2 impressions of adomain 'seniorsallowancehelp.us' with mean price 17.4, 1 clicks of adomain 'seniorsallowancehelp.us', 1 impressions of adomain 'squareup.com' with mean price 0.8, 1 impressions of adomain 'thelifesaving.co' with mean price 13.2, 1 clicks of adomain 'track.renewalwindowshub.com', 1 impressions of adomain 'track.renewalwindowshub.com' with mean price 6.7; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.trpz.travel', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'find.easy.hidden.differences', 5 ad_requests with mean bid_floor 27.7; 1 sessions in app 'in.playsimple.wordsearch', 13 ad_requests with mean bid_floor 33.4; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 11.8; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.0; 1 sessions in app 'sort.ball.color.puzzle.sorting.tube.game', 19 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 ;time_since_impression_in_hours is 28;channel is 'USA/I/bidmachine/com.ring.fantasy.today/False/406';time_since_click_in_hours is 961;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.0476533441932185;partition is 2954
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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 '5770d0b8-b146-4e1b-aa36-398886baed03';uuid is '2d03c6fe-a18e-42f7-a551-e0f599bf23f2';bid_timestamp is '2025-01-29 16:38:56';device_id is '5770d0b8-b146-4e1b-aa36-398886baed03';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 15.9307741776784;target_cpi is 4.06526507497454;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;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 70 ;time_since_impression is 986393 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 70;prior_tag_clicks_count is 8 ;time_since_click is 3516646;hour is '2025-01-29 16:00:00+00:00';day_of_week is '2';os_version is 12;user_behavior is :[16 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 515 ad_requests with mean bid_floor 14.4, 2 impressions of adomain 'newpub.co' with mean price 15.9, 4 impressions of adomain 'newpub.co/spades' with mean price 7.0, 1 impressions of adomain 'tubitv.com' with mean price 5.8; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 17.7];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 273;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 977;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.614494895390895;partition is 2454
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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 '2f51205b-10a0-422d-9a9c-a9aad12a7fe1';uuid is '78810f29-8aa6-484f-a47d-9ff1cbf314c7';bid_timestamp is '2025-01-15 0:03:13';device_id is '2f51205b-10a0-422d-9a9c-a9aad12a7fe1';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 7.95211840443519;target_cpi is 11.3827176991282;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 4.416667;placement_historical_value is 5.264005;third_party_bid_price is ;prior_tag_impressions_count is 26 ;time_since_impression is 20723 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.7;prior_theme_impressions_count is 26;prior_tag_clicks_count is 1 ;time_since_click is 756203;hour is '2025-01-15 00:00:00+00:00';day_of_week is '2';os_version is 12;user_behavior is :[12 sessions in app 'com.enflick.android.TextNow', 14 ad_requests with mean bid_floor 44.0; 4 sessions in app 'com.gamovation.chessclubpilot', 42 ad_requests with mean bid_floor 2.2, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.7; 43 sessions in app 'com.king.candycrushsaga', 468 ad_requests with mean bid_floor 5.8; 12 sessions in app 'com.music.youngradiopro', 99 ad_requests with mean bid_floor 7.0; 1 sessions in app 'com.playvalve.spades', 13 ad_requests with mean bid_floor 34.8; 185 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 11546 ad_requests with mean bid_floor 13.9, 3 impressions of adomain 'intuit.com' with mean price 4.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 10.0, 3 clicks of adomain 'newpub.co/spades', 19 impressions of adomain 'newpub.co/spades' with mean price 7.0; 1 sessions in app 'com.tripledot.solitaire', 16 ad_requests with mean bid_floor 16.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 5;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 210;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.920616501429251;partition is 1639
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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 '669b6c70-7491-433c-ae74-eebec585cf5b';uuid is 'fea772de-8885-4adf-94e6-29f6de50fc20';bid_timestamp is '2024-12-22 23:31:01';device_id is '669b6c70-7491-433c-ae74-eebec585cf5b';biddate is '2024-12-22';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.94748291667507;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 22.457627;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 17 ;time_since_impression is 5869 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.61;prior_theme_impressions_count is 17;prior_tag_clicks_count is 13 ;time_since_click is 5851;hour is '2024-12-22 23:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[3 sessions in app 'com.euyysd.boxblock', 13 ad_requests with mean bid_floor 7.1; 1 sessions in app 'com.fzstudio.UnscrewScrews', 19 ad_requests with mean bid_floor 19.9; 461 sessions in app 'com.metropcs.metrozone', 4965 ad_requests with mean bid_floor 82.5; 28 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2248 ad_requests with mean bid_floor 12.8, 3 clicks of adomain '1000bulbs.com', 3 impressions of adomain '1000bulbs.com' with mean price 3.3, 1 impressions of adomain '5252slot.com' with mean price 3.2, 1 clicks of adomain 'metabolicmaintenance.com', 4 impressions of adomain 'metabolicmaintenance.com' with mean price 19.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 6.6, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 6.1, 2 clicks of adomain 'oakevergames.com', 4 impressions of adomain 'oakevergames.com' with mean price 6.3, 2 impressions of adomain 'peppermint-lips.com' with mean price 9.0; 1 sessions in app 'com.youchen.masterrecreationalfishing', 36 ad_requests with mean bid_floor 11.3; 4 sessions in app 'game.yookiit.game.FreedomFighter', 351 ad_requests with mean bid_floor 18.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 2;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.517622046926698;partition is 3428
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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 'c0a8da24-c581-43ec-9c84-41c4b0d09352';bid_timestamp is '2025-02-01 5:15:49';device_id is '722aff75-b4e1-4fec-baec-d636f7112d82';biddate is '2025-02-01';country is 'USA';app is 'ball.sort.color.puz.game.puzzle';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'applovin';raw_price is 0.258512900626861;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 21 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-01 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 ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/ball.sort.color.puz.game.puzzle/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0450879721810948;partition is 550
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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 '5c7ec66a-42e1-4955-a40a-e69444ca001e';uuid is '2704b9b7-30fc-4e1f-8279-85d08f5c604d';bid_timestamp is '2025-01-20 4:28:04';device_id is '5c7ec66a-42e1-4955-a40a-e69444ca001e';biddate is '2025-01-20';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.81095967183823;target_cpi is 1.09728982968303;campaign is 58068;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 2.1465 ;min_floor is ;bidmachine_placement_value is 35.333333;placement_historical_value is 9.7361;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 1823180 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.2;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is 2519416;hour is '2025-01-20 04:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[3 sessions in app 'com.art.pixel.black.girl.games.paint.color.by.numbers', 34 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 5 sessions in app 'com.bg.shooting.cs.contractsniper', 10 ad_requests with mean bid_floor 4.4; 7 sessions in app 'com.coloring.book.paint.by.number', 123 ad_requests with mean bid_floor 1.3; 6 sessions in app 'com.concretesoftware.pbachallenge_androidmarket', 69 ad_requests with mean bid_floor 38.8; 1 sessions in app 'com.horus.sky.defense', 5 ad_requests with mean bid_floor 1.1; 42 sessions in app 'com.lotus.batfury', 1873 ad_requests with mean bid_floor 28.7, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.8; 26 sessions in app 'com.mintgames.adultcoloring', 180 ad_requests with mean bid_floor 2.3; 26 sessions in app 'com.paint.by.numbers.color.fun', 477 ad_requests with mean bid_floor 1.0, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'explorefcg.com' with mean price 0.2, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.0, 2 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 2 clicks of adomain 'superlive.chat', 2 impressions of adomain 'superlive.chat' with mean price 6.3, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'temu.com' with mean price 0.1, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'textnow.com' with mean price 10.4, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.1; 18 sessions in app 'com.paint.by.numbers.coloring.pages.blend.coloring', 308 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 6.3; 2 sessions in app 'in.playsimple.wordtrip', 14 ad_requests with mean bid_floor 10.5; 32 sessions in app 'linkdesks.classic.solitaire.klondike', 221 ad_requests with mean bid_floor 47.8; 3 sessions in app 'solitaire.patience.card.games.klondike.free', 13 ad_requests with mean bid_floor 4.3; 2 sessions in app 'solitaire.spider.card.free.mania', 3 ad_requests with mean bid_floor 5.0; 22 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 397 ad_requests with mean bid_floor 1.0, 1 clicks of adomain 'mobilityware.com', 1 impressions of adomain 'mobilityware.com' with mean price 4.8, 2 impressions of adomain 'newpub.co/spades' with mean price 6.5, 9 impressions of adomain 'tech.pokergaga.net' with mean price 8.2, 1 impressions of adomain 'textnow.com' with mean price 0.9; 3 sessions in app 'war.tank.epic.battle', 18 ad_requests with mean bid_floor 6.0; 1 sessions in app 'zombie.shooter.survival', 27 ad_requests with mean bid_floor 11.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 506;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 700;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.246341258741004;partition is 2722
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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 '336ea6cd-7f2c-4702-a37f-770171c239ff';uuid is '7684e6e3-74c7-49ce-8d39-219d1cf29090';bid_timestamp is '2025-01-14 22:48:30';device_id is '336ea6cd-7f2c-4702-a37f-770171c239ff';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 4.19453921550873;target_cpi is 6.5388752157209;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 22.083333;placement_historical_value is 4.914671;third_party_bid_price is ;prior_tag_impressions_count is 30 ;time_since_impression is 27121 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.42;prior_theme_impressions_count is 30;prior_tag_clicks_count is 11 ;time_since_click is 69444;hour is '2025-01-14 22:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[1 sessions in app 'com.afgame.app.poolball', 3 ad_requests with mean bid_floor 15.4; 3 sessions in app 'com.allenmm.archery', 5 ad_requests with mean bid_floor 7.2; 2 sessions in app 'com.amikulich.fan', 22 ad_requests with mean bid_floor 0.2; 2 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'amazon.com' with mean price 1.5, 2 impressions of adomain 'disneyplus.com' with mean price 0.8, 1 impressions of adomain 'walgreens.com' with mean price 1.0; 4 sessions in app 'com.billiards.shooting.ball.pool', 51 ad_requests with mean bid_floor 13.7; 25 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 2274 ad_requests with mean bid_floor 14.8, 1 impressions of adomain 'bp.com' with mean price 0.9, 1 impressions of adomain 'hbtbank.com' with mean price 1.6, 1 impressions of adomain 'illinois.gov' with mean price 0.6, 2 impressions of adomain 'killiansmetalpanels.com' with mean price 0.6, 1 impressions of adomain 'mtmercy.edu' with mean price 1.7, 1 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 10.0, 1 impressions of adomain 'qulipta.com' with mean price 0.8, 1 impressions of adomain 'stephensfiddesmcgill.com' with mean price 0.7, 1 impressions of adomain 'tnpublicnotice.com' with mean price 1.0; 2 sessions in app 'com.foursgames.camouflagesniper', 11 ad_requests with mean bid_floor 5.5; 4 sessions in app 'com.jakob.pushdice', 104 ad_requests with mean bid_floor 43.7; 38 sessions in app 'com.miniclip.eightballpool', 215 ad_requests with mean bid_floor 1.6; 19 sessions in app 'com.mobilityware.Hearts', 1161 ad_requests with mean bid_floor 12.8, 1 impressions of adomain '3m.com' with mean price 5.2, 2 clicks of adomain 'chime.com', 3 impressions of adomain 'chime.com' with mean price 3.6, 1 impressions of adomain 'espnbet.com' with mean price 5.2, 1 clicks of adomain 'igg.com', 1 impressions of adomain 'igg.com' with mean price 2.7; 4 sessions in app 'com.openmygame.games.android.sudokumaster', 33 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.1; 5 sessions in app 'com.puzzle1studio.go.brickoutshoottheball', 23 ad_requests with mean bid_floor 98.3; 105 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 5985 ad_requests with mean bid_floor 13.8, 1 impressions of adomain 'google.com' with mean price 3.1, 1 impressions of adomain 'igg.com' with mean price 5.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 7.9, 19 clicks of adomain 'newpub.co/spades', 19 impressions of adomain 'newpub.co/spades' with mean price 4.5, 1 impressions of adomain 'peppermint-lips.com' with mean price 7.3; 2 sessions in app 'com.sports.eightball.pool.rival', 25 ad_requests with mean bid_floor 14.6; 3 sessions in app 'com.sports.real.golf.rival.online', 15 ad_requests with mean bid_floor 214.4; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 1.9; 100 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 2461 ad_requests with mean bid_floor 1.4, 3 impressions of adomain 'adamridgecondos.com' with mean price 1.2, 2 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'bausch.com' with mean price 1.5, 2 impressions of adomain 'bgfoods.com' with mean price 1.0, 1 impressions of adomain 'bidease.com_101931' with mean price 0.6, 1 impressions of adomain 'bidease.com_102661' with mean price 0.5, 1 impressions of adomain 'campusedgeapt.com' with mean price 1.4, 2 impressions of adomain 'cdw.com' with mean price 0.7, 4 impressions of adomain 'cedarrapidstoyota.com' with mean price 1.0, 1 impressions of adomain 'dmu.edu' with mean price 1.1, 2 impressions of adomain 'doordash.com' with mean price 2.4, 1 impressions of adomain 'drpepper.com' with mean price 1.4, 9 impressions of adomain 'fareway.com' with mean price 1.3, 2 impressions of adomain 'ferrismowers.com' with mean price 1.3, 8 impressions of adomain 'firesidewaukee.com' with mean price 1.1, 2 impressions of adomain 'fleetfarm.com' with mean price 1.1, 1 impressions of adomain 'hardrock.com' with mean price 1.2, 1 impressions of adomain 'hawkeyecollege.edu' with mean price 1.6, 1 impressions of adomain 'hibachigrilliowa.com' with mean price 1.5, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.6, 2 impressions of adomain 'homeinstead.com' with mean price 0.7, 2 impressions of adomain 'hometownfoodcompany.com' with mean price 0.8, 1 impressions of adomain 'iavalley.edu' with mean price 0.6, 6 impressions of adomain 'icc.edu' with mean price 1.4, 1 impressions of adomain 'igg.com' with mean price 3.1, 4 impressions of adomain 'iowacorn.org' with mean price 0.8, 6 impressions of adomain 'iowahomecare.com' with mean price 1.3, 1 impressions of adomain 'jsberrylaw.com' with mean price 1.0, 8 impressions of adomain 'killiansmetalpanels.com' with mean price 0.8, 1 impressions of adomain 'mechsales.com' with mean price 1.0, 1 impressions of adomain 'meskwaki.com' with mean price 1.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'pentlyconger.com' with mean price 0.9, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 1.5, 1 impressions of adomain 'poet.com' with mean price 0.9, 2 impressions of adomain 'samsung.com' with mean price 0.9, 2 impressions of adomain 'selectminds.com' with mean price 0.8, 1 impressions of adomain 'signature1505.com' with mean price 1.0, 5 impressions of adomain 'smithfieldfoods.com' with mean price 1.3, 5 impressions of adomain 'snapchat.com' with mean price 4.9, 2 clicks of adomain 'snapchat.com', 9 impressions of adomain 'stephensfiddesmcgill.com' with mean price 0.8, 3 impressions of adomain 'sterlingprairietrailnorth.com' with mean price 0.9, 2 impressions of adomain 'teamsignal.com' with mean price 0.8, 2 impressions of adomain 'thepresleynashville.com' with mean price 1.5, 2 impressions of adomain 'tiktok.com' with mean price 2.8, 8 impressions of adomain 'tnpublicnotice.com' with mean price 1.2, 3 impressions of adomain 'tymlos.com' with mean price 1.6, 1 impressions of adomain 'uiu.edu' with mean price 0.5, 2 impressions of adomain 'usba.com' with mean price 0.6, 23 impressions of adomain 'uwm.edu' with mean price 1.5, 3 impressions of adomain 'vonderheides.com' with mean price 1.5, 3 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'wodagroup.com' with mean price 0.8, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.7; 3 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 11.5; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.2; 1 sessions in app 'nuts.sort.bolts.nut.color.game.free.screw.puzzle', 21 ad_requests with mean bid_floor 25.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 7;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 19;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.781468955086292;partition is 309
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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 '4f5225c0-7510-47b4-9644-85ea81fbfcba';uuid is 'd2eff5e4-5dd2-4bec-8b28-7a5f93d9a0a2';bid_timestamp is '2024-12-30 19:02:27';device_id is '4f5225c0-7510-47b4-9644-85ea81fbfcba';biddate is '2024-12-30';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.510029;target_cpi is 2;campaign is 57737;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 3.500029 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 24 ;time_since_impression is 23606488 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.43;prior_theme_impressions_count is 24;prior_tag_clicks_count is 2 ;time_since_click is 29067001;hour is '2024-12-30 19:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[6 sessions in app 'com.blackout.gin', 47 ad_requests with mean bid_floor 7.6; 5 sessions in app 'com.fiogonia.dominoes', 309 ad_requests with mean bid_floor 53.5; 21 sessions in app 'com.jigfungame.jigsaw.puzzle', 41 ad_requests with mean bid_floor 0.1; 6 sessions in app 'com.kiaora.dominoes', 137 ad_requests with mean bid_floor 24.1; 53 sessions in app 'com.mobilityware.CrazyEights', 4441 ad_requests with mean bid_floor 19.7, 2 impressions of adomain '3m.com' with mean price 0.1, 2 impressions of adomain '9snail.com' with mean price 0.1, 39 impressions of adomain 'amazon.com' with mean price 0.1, 5 impressions of adomain 'arlo.com' with mean price 5.0, 1 impressions of adomain 'att.com' with mean price 0.3, 3 impressions of adomain 'autozone.com' with mean price 0.1, 8 impressions of adomain 'barstoolsportsbook.com' with mean price 0.1, 5 impressions of adomain 'beiersdorf.com' with mean price 0.5, 14 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bluechew.com' with mean price 1.3, 1 impressions of adomain 'boatmichigan.org' with mean price 0.2, 1 impressions of adomain 'bostonbrainscience.com' with mean price 0.6, 4 impressions of adomain 'bpchecker.com' with mean price 0.8, 2 clicks of adomain 'bpchecker.com', 1 impressions of adomain 'cactus-bp.com' with mean price 1.8, 1 impressions of adomain 'carnival.com' with mean price 0.1, 4 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 12 impressions of adomain 'chime.com' with mean price 2.9, 5 clicks of adomain 'chime.com', 3 impressions of adomain 'disneyplus.com' with mean price 0.1, 9 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'enerjoy.life' with mean price 0.7, 1 clicks of adomain 'enerjoy.life', 3 impressions of adomain 'enhertu.com' with mean price 0.8, 1 clicks of adomain 'espnbet.com', 5 impressions of adomain 'espnbet.com' with mean price 0.7, 3 impressions of adomain 'exmox.com' with mean price 0.6, 8 impressions of adomain 'fertilityoutloud.com' with mean price 0.2, 1 impressions of adomain 'freestylelibre.us' with mean price 0.1, 2 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'gopuff.com' with mean price 1.1, 3 impressions of adomain 'healthapplines.com' with mean price 2.0, 3 clicks of adomain 'healthapplines.com', 3 impressions of adomain 'homes.com' with mean price 0.1, 1 clicks of adomain 'huntingsniper.games', 1 impressions of adomain 'huntingsniper.games' with mean price 0.5, 2 impressions of adomain 'indeed.com' with mean price 0.1, 9 impressions of adomain 'instacart.com' with mean price 0.1, 1 clicks of adomain 'instacart.com', 2 impressions of adomain 'kalahariresorts.com' with mean price 0.1, 1 impressions of adomain 'kettleandfire.com' with mean price 0.1, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'lenscrafters.com' with mean price 0.1, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 4 impressions of adomain 'logitech.com' with mean price 5.4, 1 impressions of adomain 'maggiesottero.com' with mean price 0.5, 1 impressions of adomain 'mattel163.com' with mean price 0.1, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 0.9, 2 clicks of adomain 'mintegral.com', 4 impressions of adomain 'mintegral.com' with mean price 1.2, 10 impressions of adomain 'monsterenergy.com' with mean price 0.1, 2 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'nychbrands.com' with mean price 0.1, 1 impressions of adomain 'oldspice.com' with mean price 0.9, 1 impressions of adomain 'orgain.com' with mean price 0.1, 3 impressions of adomain 'pepto-bismol.com' with mean price 0.8, 1 impressions of adomain 'playtika.com' with mean price 0.7, 4 impressions of adomain 'pluto.tv' with mean price 0.1, 2 impressions of adomain 'pricelines.com' with mean price 0.1, 7 impressions of adomain 'ritzcarltonyachtcollection.com' with mean price 0.9, 2 impressions of adomain 's5514cb40.app-ads-txt.com' with mean price 0.8, 18 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'self.inc' with mean price 0.1, 8 impressions of adomain 'sklz.com' with mean price 0.5, 1 impressions of adomain 'southgateford.net' with mean price 0.4, 2 impressions of adomain 'surveymonkey.com' with mean price 0.1, 4 impressions of adomain 'tc0d5d25e.app-ads-txt.com' with mean price 0.9, 1 clicks of adomain 'tc0d5d25e.app-ads-txt.com', 2 clicks of adomain 'tech.pokergaga.net', 4 impressions of adomain 'tech.pokergaga.net' with mean price 1.1, 1 clicks of adomain 'technify.vn', 1 impressions of adomain 'technify.vn' with mean price 0.6, 2 impressions of adomain 'tempursealy.com' with mean price 4.0, 1 impressions of adomain 'tiktok.com' with mean price 2.6, 2 clicks of adomain 'tubitv.com', 3 impressions of adomain 'tubitv.com' with mean price 3.2, 3 impressions of adomain 'varsitylincoln.com' with mean price 0.6, 1 impressions of adomain 'vc32cccaa.app-ads-txt.com' with mean price 2.1, 2 impressions of adomain 'vicks.com' with mean price 1.0, 1 clicks of adomain 'vio.com', 2 impressions of adomain 'vio.com' with mean price 1.0, 1 impressions of adomain 'w418580d5.app-ads-txt.com' with mean price 1.0, 1 clicks of adomain 'w418580d5.app-ads-txt.com', 1 impressions of adomain 'wavez.vn' with mean price 0.7, 3 impressions of adomain 'weather.com' with mean price 0.6, 3 impressions of adomain 'wisewaveltd.com' with mean price 1.8, 1 clicks of adomain 'wisewaveltd.com', 2 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'wooga.com' with mean price 0.1, 1 impressions of adomain 'y551ac2d.app-ads-txt.com' with mean price 0.6; 19 sessions in app 'com.mobilityware.Spades', 1314 ad_requests with mean bid_floor 11.6, 1 clicks of adomain 'chime.com', 2 impressions of adomain 'chime.com' with mean price 3.3, 1 clicks of adomain 'healthprimal.com', 7 impressions of adomain 'healthprimal.com' with mean price 5.1, 2 impressions of adomain 'tubitv.com' with mean price 2.1; 16 sessions in app 'com.playvalve.dominoes', 456 ad_requests with mean bid_floor 89.4; 17 sessions in app 'com.solitaire.cards.deluxe', 274 ad_requests with mean bid_floor 2.6, 2 impressions of adomain 'honda.com' with mean price 1.1, 1 impressions of adomain 'officedepot.com' with mean price 0.2, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 3 impressions of adomain 'varsitylincoln.com' with mean price 0.2; 2 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 16 ad_requests with mean bid_floor 13.0; 31 sessions in app 'com.tile.match.masters', 183 ad_requests with mean bid_floor 12.0; 3 sessions in app 'com.tripledot.solitaire', 37 ad_requests with mean bid_floor 28.2; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.unicogames.buspuzzle', 7 ad_requests with mean bid_floor 0.9; 3 sessions in app 'com.vitastudio.solitaire', 55 ad_requests with mean bid_floor 11.1, 1 impressions of adomain 'gelighting.com' with mean price 0.2; 1 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 3.5; 3 sessions in app 'lcr.lucky.game.fun', 3 ad_requests with mean bid_floor 0.0; 9 sessions in app 'loppipoppi.dominoes', 252 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'adidas.com' with mean price 0.2, 18 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'belkin.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'enhertu.com' with mean price 0.3, 1 impressions of adomain 'gelighting.com' with mean price 0.3, 1 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'logitech.com' with mean price 1.0, 1 impressions of adomain 'molekule.com' with mean price 0.2, 2 impressions of adomain 'monsterenergy.com' with mean price 0.3, 1 impressions of adomain 'nianticlabs.com' with mean price 6.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'one1brands.com' with mean price 0.4, 14 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'rims.org' with mean price 0.8, 4 impressions of adomain 'waynecounty.com' with mean price 1.3, 2 impressions of adomain 'wellnesspetfood.com' with mean price 0.3, 1 impressions of adomain 'xifaxan.com' with mean price 0.4; 68 sessions in app 'sonic.bubbleshoot.classic', 814 ad_requests with mean bid_floor 12.3, 17 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'clorox.com' with mean price 0.2, 2 impressions of adomain 'enhertu.com' with mean price 2.1, 1 impressions of adomain 'flashrewards.co' with mean price 9.3, 2 impressions of adomain 'gatorade.com' with mean price 0.7, 2 impressions of adomain 'naturesbounty.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'paxlovid.com' with mean price 0.5, 1 impressions of adomain 'royalcanin.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.5, 2 impressions of adomain 'walgreens.com' with mean price 0.2, 15 impressions of adomain 'walmart.com' with mean price 2.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 6557;channel is 'USA/V/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 8074;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.672710058177336;partition is 3987
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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 'b33aa2f4-abc6-4e97-abc7-acd35b990ce0';uuid is '7fb371a6-3eb9-4c7d-9746-0702314381e5';bid_timestamp is '2025-01-20 16:37:03';device_id is 'b33aa2f4-abc6-4e97-abc7-acd35b990ce0';biddate is '2025-01-20';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 24.8693314168281;target_cpi is 0.935400904269008;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is 22.564432;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 3559180 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.87;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is 3559177;hour is '2025-01-20 16:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[70 sessions in app 'com.blackout.spades', 19032 ad_requests with mean bid_floor 36.8, 10 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 5 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'commonspirit.org' with mean price 1.4, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'doordash.com' with mean price 0.4, 1 impressions of adomain 'fla-keys.com' with mean price 0.2, 1 impressions of adomain 'greasemonkeyauto.com' with mean price 0.4, 2 impressions of adomain 'mcdonalds.com' with mean price 0.4, 1 impressions of adomain 'mdmexclusives.com' with mean price 7.7, 2 impressions of adomain 'newpub.co' with mean price 60.6, 1 clicks of adomain 'newpub.co', 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 19.4, 1 impressions of adomain 'norton.com' with mean price 1.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 clicks of adomain 'paramount.com', 11 impressions of adomain 'paramount.com' with mean price 18.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'squareup.com' with mean price 0.2, 1 impressions of adomain 'visitpa.com' with mean price 0.4, 3 impressions of adomain 'walmart.com' with mean price 0.3; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.mobilityware.solitaire', 20 ad_requests with mean bid_floor 8.5; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.9; 5 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 268 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 ;time_since_impression_in_hours is 988;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 989;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.497166121241932;partition is 1338
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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 'e5d5fce2-4e83-4ea8-87ff-b9ca6387785e';uuid is '9a2b1c0b-3449-4ba0-b071-5b26103ae6c5';bid_timestamp is '2025-01-11 8:44:26';device_id is 'e5d5fce2-4e83-4ea8-87ff-b9ca6387785e';biddate is '2025-01-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 40.5356445330536;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 25.44;placement_historical_value is 35.076918;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 21507 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 4.25;prior_theme_impressions_count is 4;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-11 08:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[26 sessions in app 'com.blackout.spades', 1764 ad_requests with mean bid_floor 19.9, 15 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'disneyplus.com' with mean price 0.5, 5 clicks of adomain 'newpub.co/spades', 6 impressions of adomain 'newpub.co/spades' with mean price 113.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'playtika.com' with mean price 104.3, 2 impressions of adomain 'samsung.com' with mean price 1.2; 2 sessions in app 'com.color.busfrenzy', 41 ad_requests with mean bid_floor 8.6; 1 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 8.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 5;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.0559175142058891;partition is 1666
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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 '4e6c3f3c-e384-4a0d-b2e2-d41de9e77fd5';uuid is 'b0a456ec-a92c-4255-b6ff-65c77934503a';bid_timestamp is '2025-02-07 17:56:59';device_id is '4e6c3f3c-e384-4a0d-b2e2-d41de9e77fd5';biddate is '2025-02-07';country is 'USA';app is 'car.jam.traffic.seat.unblock';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 0 ;seller_name is 'Fodream Limited';seller_id is 666;content_type is 'vi';bid_floor is 31.8106 ;min_floor is 31.8106 ;bidmachine_placement_value is 36.30137;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[39 sessions in app 'car.jam.traffic.seat.unblock', 7753 ad_requests with mean bid_floor 22.9, 5 clicks of adomain 'newpub.co/spades', 6 impressions of adomain 'newpub.co/spades' with mean price 50.0, 1 clicks of adomain 'pinterest.com', 2 impressions of adomain 'pinterest.com' with mean price 13.1, 1 clicks of adomain 'snap.com', 1 impressions of adomain 'snap.com' with mean price 16.5, 7 clicks of adomain 'snapchat.com', 8 impressions of adomain 'snapchat.com' with mean price 18.1; 4 sessions in app 'com.changdu.spainreader', 40 ad_requests with mean bid_floor 2.5; 10 sessions in app 'com.lemon.lvoverseas', 18 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newleaf.app.android.victor', 23 ad_requests with mean bid_floor 145.8; 1 sessions in app 'com.staplegames.blocksClassicSGGP', 1 ad_requests with mean bid_floor 70.7];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 0;channel is 'USA/I/bidmachine/car.jam.traffic.seat.unblock/True/666';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.846416994597009;partition is 944
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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 '1628efab-e96d-4a07-bddf-730b8adf1b2b';uuid is '1fab8df2-05d2-42c0-ada4-b2f8dff09802';bid_timestamp is '2025-01-26 3:28:54';device_id is '1628efab-e96d-4a07-bddf-730b8adf1b2b';biddate is '2025-01-26';country is 'USA';app is 'com.find.yourphone.clapping';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 8.36150414963631;target_cpi is 0.491592800389948;campaign is 57661;creative_id is 229286;session_duration is 2000 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 2.08 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.179662;placement_historical_value is ;third_party_bid_price is 2.08;prior_tag_impressions_count is 3 ;time_since_impression is 198702 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.25;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is 198696;hour is '2025-01-26 03:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'bloodsugar.diabetes.pressuretraker', 9 ad_requests with mean bid_floor 63.9; 5 sessions in app 'com.AliceTile.Story.Secret.and', 221 ad_requests with mean bid_floor 23.3; 3 sessions in app 'com.banditmovie.slotsofvegas', 7 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.blackout.gin', 12 ad_requests with mean bid_floor 2.6; 5 sessions in app 'com.blackout.spades', 97 ad_requests with mean bid_floor 8.7; 1 sessions in app 'com.breakingnewsbrief.app', 2 ad_requests with mean bid_floor 7.1; 3 sessions in app 'com.drillsoftwell.bingo', 33 ad_requests with mean bid_floor 2.9; 2 sessions in app 'com.eet.weather.launcher', 2 ad_requests with mean bid_floor 0.0; 10 sessions in app 'com.epicwalls.wallpaper.app', 81 ad_requests with mean bid_floor 34.4; 7 sessions in app 'com.figzab.hazelcde', 374 ad_requests with mean bid_floor 2.8; 13 sessions in app 'com.find.yourphone.clapping', 1193 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.findmyphone.mobile.radar', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fiogonia.gin', 6 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.fiogonia.hearts', 52 ad_requests with mean bid_floor 15.2; 1 sessions in app 'com.fiogonia.spades', 20 ad_requests with mean bid_floor 20.4; 2 sessions in app 'com.fiogonia.yatzy', 12 ad_requests with mean bid_floor 42.1; 2 sessions in app 'com.fruitmatch.meloneat.fusion.coconut', 182 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.gs.bb', 2 ad_requests with mean bid_floor 636.0; 2 sessions in app 'com.healthassistant.bloodtrack.monitor', 58 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.heartpulse.healthycompanion.tracker', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.king.kingdom.final', 580 ad_requests with mean bid_floor 113.5; 1 sessions in app 'com.ksgmobileinc.lobstermaniaslots', 1 ad_requests with mean bid_floor 5.2; 11 sessions in app 'com.live.life.forecast.weathertracker', 19 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.luckycard.scratch.jackpot.kit.symphony', 8 ad_requests with mean bid_floor 35.4; 6 sessions in app 'com.mattel163.phase10', 56 ad_requests with mean bid_floor 49.6; 7 sessions in app 'com.mobilityware.GinRummySolitaire', 375 ad_requests with mean bid_floor 32.2, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bidease.com' with mean price 0.1, 1 impressions of adomain 'callapp.com' with mean price 0.1, 2 impressions of adomain 'governorofpoker.com' with mean price 0.1, 1 impressions of adomain 'hystlerunn.com' with mean price 0.1, 1 impressions of adomain 'ibotta.com' with mean price 0.1, 1 impressions of adomain 'justdice.io' with mean price 0.1, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.8, 1 impressions of adomain 'mattel163.com' with mean price 0.3, 1 impressions of adomain 'megafortuna.co' with mean price 0.1, 2 impressions of adomain 'newpub.co/spades' with mean price 76.7, 2 clicks of adomain 'newpub.co/spades', 1 clicks of adomain 'nike.com', 1 impressions of adomain 'nike.com' with mean price 0.1, 1 impressions of adomain 'oakevergames.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 13 impressions of adomain 'productmadness.com' with mean price 2.8, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'rovio.com' with mean price 0.1, 1 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'tech.pokergaga.net' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.1, 3 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'yourradioplace.com' with mean price 0.1, 1 impressions of adomain 'zencolor.app' with mean price 0.1; 6 sessions in app 'com.panda.shelf.bamboo.match.forest.bearcat', 181 ad_requests with mean bid_floor 10.5, 1 clicks of adomain 'papayagaming.com', 2 impressions of adomain 'papayagaming.com' with mean price 45.5; 2 sessions in app 'com.pandabingo.superwin.crystalcave.magic', 273 ad_requests with mean bid_floor 45.9; 5 sessions in app 'com.papaya.solitairecash', 5 ad_requests with mean bid_floor 4.2; 3 sessions in app 'com.playvalve.spades', 92 ad_requests with mean bid_floor 94.9, 1 impressions of adomain 'cash.app' with mean price 0.8, 1 impressions of adomain 'justdice.io' with mean price 0.7, 1 impressions of adomain 'productmadness.com' with mean price 2.3; 1 sessions in app 'com.productmadness.lightninglink', 8 ad_requests with mean bid_floor 19.0; 1 sessions in app 'com.radio.pocketfm', 2 ad_requests with mean bid_floor 26.9; 3 sessions in app 'com.ratemeasure.heart', 16 ad_requests with mean bid_floor 13.6; 1 sessions in app 'com.romin3spes.ores.spin', 19 ad_requests with mean bid_floor 7.8; 1 sessions in app 'com.set.starry.plain', 197 ad_requests with mean bid_floor 5.6; 2 sessions in app 'com.slotsjkl.vegasmno', 217 ad_requests with mean bid_floor 1.1; 3 sessions in app 'com.sweetbingo.bonanzagame.fancyvaults.lucky', 141 ad_requests with mean bid_floor 33.9; 2 sessions in app 'com.tripledot.spades', 10 ad_requests with mean bid_floor 3.2, 4 impressions of adomain 'hulu.com' with mean price 0.9, 1 impressions of adomain 'justdice.io' with mean price 0.2; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 4.7; 5 sessions in app 'com.up.up.study.copper', 172 ad_requests with mean bid_floor 48.4; 5 sessions in app 'com.use.specie.scratch.card', 965 ad_requests with mean bid_floor 40.5; 6 sessions in app 'com.witch.spin.wheel', 303 ad_requests with mean bid_floor 81.4; 1 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 10 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 4.2; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 7.7; 1 sessions in app 'khawar_softs.blood_pressure_tracker.blood_pressure_checker.blood_pressure_diary.bp_checker_diary', 127 ad_requests with mean bid_floor 27.0; 1 sessions in app 'neon.pro.mob', 11 ad_requests with mean bid_floor 5.2; 1 sessions in app 'net.peakgames.mobile.spades.android', 43 ad_requests with mean bid_floor 55.4; 6 sessions in app 'winner.slot.money.skill.cash.free.rewards.casino.easy', 32 ad_requests with mean bid_floor 3.4];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 55;channel is 'USA/I/applovin/com.find.yourphone.clapping/False/117';time_since_click_in_hours is 55;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.512047556548054;partition is 1838
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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 '9063b9f9-03ff-4cce-8f90-304effc62765';uuid is '057e2fd2-8563-4f01-936d-67faa501172b';bid_timestamp is '2024-12-27 16:00:43';device_id is '9063b9f9-03ff-4cce-8f90-304effc62765';biddate is '2024-12-27';country is 'USA';app is 'com.sngict.rummy.gin';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 17.3540918004951;target_cpi is 2.42706873148358;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 5.145548 ;min_floor is 5.145548 ;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 1.03;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-27 16:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[4 sessions in app 'com.akrodevelopers.radiofmam', 39 ad_requests with mean bid_floor 54.0; 1 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 24 ad_requests with mean bid_floor 5.6; 2 sessions in app 'com.sngict.rummy.gin', 9 ad_requests with mean bid_floor 9.3; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 4.4; 2 sessions in app 'net.zedge.android', 15 ad_requests with mean bid_floor 6.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.sngict.rummy.gin/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0661163536994335;partition is 3652
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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 '62666e37-a28e-4a58-a2e1-72da4474a9fc';uuid is 'ef2ad948-f728-435f-8cec-8556e9cced6a';bid_timestamp is '2024-12-27 16:45:00';device_id is '62666e37-a28e-4a58-a2e1-72da4474a9fc';biddate is '2024-12-27';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 '71ee91ab3c537d1ad0f7a9438868f199';display_manager is 'bidmachine';raw_price is 9.46457586729506;target_cpi is 3.32607816861479;campaign is 57724;creative_id is 222568;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 7 ;time_since_impression is 149232 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1.76;prior_theme_impressions_count is 7;prior_tag_clicks_count is 7 ;time_since_click is 322353;hour is '2024-12-27 16:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[11 sessions in app 'com.mobilityware.GinRummySolitaire', 1468 ad_requests with mean bid_floor 11.9, 2 impressions of adomain 'bagelcode.com' with mean price 0.1, 1 impressions of adomain 'betta-games.net' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 3 impressions of adomain 'fortunesoo.com' with mean price 5.8, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 2 impressions of adomain 'jtv.com' with mean price 3.5, 1 impressions of adomain 'justdice.io' with mean price 0.1, 1 impressions of adomain 'monopoly-poker.com' with mean price 0.1, 1 clicks of adomain 'moonactive.com', 1 impressions of adomain 'moonactive.com' with mean price 3.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.1, 1 impressions of adomain 'pathtopro.com' with mean price 0.8, 1 clicks of adomain 'productmadness.com', 9 impressions of adomain 'productmadness.com' with mean price 0.4, 1 impressions of adomain 'scopely.com' with mean price 0.1, 2 impressions of adomain 'sliding.toys' with mean price 0.1, 6 impressions of adomain 'spinxgames.com' with mean price 0.1, 1 impressions of adomain 'tech.pokergaga.net' with mean price 4.3, 2 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'tubitv.com' with mean price 1.8, 8 impressions of adomain 'wisewaveltd.com' with mean price 3.4, 2 clicks of adomain 'wisewaveltd.com', 1 impressions of adomain 'zencolor.app' with mean price 0.1, 1 impressions of adomain 'zynga.com' with mean price 0.1; 6 sessions in app 'com.mobilityware.Spades', 1052 ad_requests with mean bid_floor 14.7, 1 clicks of adomain 'com.quiz.talent.machine', 2 impressions of adomain 'com.quiz.talent.machine' with mean price 6.4, 2 clicks of adomain 'fortunesoo.com', 3 impressions of adomain 'fortunesoo.com' with mean price 6.2, 1 impressions of adomain 'ingrezza.com' with mean price 4.2; 5 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 344 ad_requests with mean bid_floor 11.1, 3 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 26.1; 1 sessions in app 'com.tripledot.spades', 26 ad_requests with mean bid_floor 14.8; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 9.7; 8 sessions in app 'com.yy.solitaire.classic.card.game.free', 24 ad_requests with mean bid_floor 5.2; 2 sessions in app 'net.peakgames.mobile.spades.android', 38 ad_requests with mean bid_floor 55.9];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 41;channel is 'USA/V/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 90;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.046136203233387;partition is 3760
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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 'c4dc2c25-ad79-461d-8c2a-27fa3598b19a';uuid is 'c3b2c845-3583-47e1-88e6-b8ac42184641';bid_timestamp is '2024-12-22 14:06:09';device_id is 'c4dc2c25-ad79-461d-8c2a-27fa3598b19a';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 6.41509455924219;target_cpi is 2.42002256406509;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 6.177981;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 138536 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.01;prior_theme_impressions_count is 12;prior_tag_clicks_count is 9 ;time_since_click is 1019462;hour is '2024-12-22 14:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[74 sessions in app 'com.blackout.spades', 16341 ad_requests with mean bid_floor 26.2, 1 impressions of adomain '2cancer.com' with mean price 1.0, 35 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'brookfieldproperties.com' with mean price 0.7, 1 impressions of adomain 'claritin.com' with mean price 0.4, 22 impressions of adomain 'covergirl.com' with mean price 0.3, 5 impressions of adomain 'drjart.com' with mean price 0.5, 2 impressions of adomain 'drpepper.com' with mean price 0.4, 4 impressions of adomain 'galderma.com' with mean price 0.4, 1 impressions of adomain 'jstrickland.net' with mean price 0.2, 1 impressions of adomain 'levelsatloso.com' with mean price 0.4, 33 impressions of adomain 'liftone.net' with mean price 1.5, 4 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.3, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 5.0, 2 impressions of adomain 'newpub.co' with mean price 2.5, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co/spades' with mean price 4.0, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 18 impressions of adomain 'nutrafol.com' with mean price 0.5, 5 impressions of adomain 'orgain.com' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'peets.com' with mean price 0.4, 1 impressions of adomain 'philips.com' with mean price 0.5, 2 impressions of adomain 'publix.com' with mean price 0.4, 1 impressions of adomain 'rockhillbuickgmc.com' with mean price 3.6, 4 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'schlage.com' with mean price 0.4, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.4, 1 impressions of adomain 'sling.com' with mean price 0.4; 43 sessions in app 'com.fuzzymobilegames.hearts', 664 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 6.5; 1 sessions in app 'com.tripledot.woodoku', 19 ad_requests with mean bid_floor 17.4; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 0.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 38;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 283;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.421425083979864;partition is 1359
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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 'e62c1748-faa1-4447-8021-a04bdc4dfa2c';bid_timestamp is '2025-01-29 2:01:53';device_id is 'virt:d91247969a80b43ee0eebc1e1017532f';biddate is '2025-01-29';country is 'USA';app is 'com.miraclewalls.paper.walls';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 2.32560330750771;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 2000 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 've';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 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 02:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.miraclewalls.paper.walls/True/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.834512381850369;partition is 3238
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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 'fc314be1-dda9-4552-841c-e68f3510bee4';uuid is '3d6fda61-7b0c-40d3-bc47-fa0488520b00';bid_timestamp is '2025-01-20 0:10:42';device_id is 'fc314be1-dda9-4552-841c-e68f3510bee4';biddate is '2025-01-20';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 36.9379094655914;target_cpi is 1.26112196361649;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 3.1906 ;min_floor is 3.1906 ;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 1095409 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.08;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is 1318495;hour is '2025-01-20 00:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[57 sessions in app 'com.blackout.spades', 4007 ad_requests with mean bid_floor 35.3, 1 impressions of adomain 'manningchildrens.org' with mean price 1.4, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 24.5, 2 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 30.9, 1 impressions of adomain 'samsung.com' with mean price 1.2; 5 sessions in app 'com.sng.yatzy', 26 ad_requests with mean bid_floor 33.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 304;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 366;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.604153596201833;partition is 1127
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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 '2a765d7d-f9c1-4429-af17-42e7326ae076';uuid is '116a128a-b00b-4713-b9f7-579953982357';bid_timestamp is '2024-12-31 23:54:07';device_id is '2a765d7d-f9c1-4429-af17-42e7326ae076';biddate is '2024-12-31';country is 'USA';app is 'com.tripledot.solitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 20.5966129433363;target_cpi is 2.5;campaign is 57717;creative_id is 228773;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'i';bid_floor is 4.7806 ;min_floor is 4.7806 ;bidmachine_placement_value is 9.784615;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 346179 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.77;prior_theme_impressions_count is 8;prior_tag_clicks_count is 10 ;time_since_click is 346173;hour is '2024-12-31 23:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[28 sessions in app 'com.LoopGames.Domino', 3627 ad_requests with mean bid_floor 4.1, 1 impressions of adomain 'amazon.com' with mean price 13.7, 1 impressions of adomain 'papayagaming.com' with mean price 0.5, 1 impressions of adomain 'solitairecash.com' with mean price 2.6, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 26.2, 39 impressions of adomain 'titosvodka.com' with mean price 2.3; 6 sessions in app 'com.aaagame.aaacasino', 44 ad_requests with mean bid_floor 2.4; 3 sessions in app 'com.blackout.backgammon', 17 ad_requests with mean bid_floor 3.4; 2 sessions in app 'com.blackout.spades', 90 ad_requests with mean bid_floor 38.7; 1 sessions in app 'com.brainium.solitairefree', 26 ad_requests with mean bid_floor 1.6; 5 sessions in app 'com.bravo.slots.casino.android', 31 ad_requests with mean bid_floor 4.0; 13 sessions in app 'com.easybrain.backgammon.board.games', 1196 ad_requests with mean bid_floor 12.9, 2 impressions of adomain 'coca-cola.com' with mean price 0.6, 1 impressions of adomain 'paxlovid.com' with mean price 1.7, 1 impressions of adomain 'scottbrand.com' with mean price 0.5, 2 impressions of adomain 'solitairecash.com' with mean price 0.7, 1 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'xtandi.com' with mean price 0.3; 9 sessions in app 'com.fiogonia.spades', 744 ad_requests with mean bid_floor 44.5; 5 sessions in app 'com.gamovation.chessclubpilot', 54 ad_requests with mean bid_floor 3.2, 1 impressions of adomain 'walgreens.com' with mean price 0.8; 3 sessions in app 'com.gsoftteam.backgammonultimate', 8 ad_requests with mean bid_floor 13.8; 5 sessions in app 'com.homa.free.solitaire.card.game', 9 ad_requests with mean bid_floor 83.2; 19 sessions in app 'com.metajoy.offlinedominoes', 553 ad_requests with mean bid_floor 13.5; 2 sessions in app 'com.mobilityware.PyramidFree', 48 ad_requests with mean bid_floor 11.8; 3 sessions in app 'com.mobilityware.Spades', 189 ad_requests with mean bid_floor 15.6, 2 clicks of adomain 'mhitpoker.com', 2 impressions of adomain 'mhitpoker.com' with mean price 14.5; 1 sessions in app 'com.peoplefun.wordcross', 6 ad_requests with mean bid_floor 6.5; 5 sessions in app 'com.playvalve.solitaire', 128 ad_requests with mean bid_floor 74.4; 1 sessions in app 'com.solitaire.daily.challenge.card.game', 1 ad_requests with mean bid_floor 4.0; 8 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 224 ad_requests with mean bid_floor 12.0, 4 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 28.1, 1 impressions of adomain 'oakevergames.com' with mean price 20.3; 1 sessions in app 'com.staplegames.spades', 38 ad_requests with mean bid_floor 52.0; 2 sessions in app 'com.tripledot.solitaire', 197 ad_requests with mean bid_floor 7.9, 1 impressions of adomain 'scottbrand.com' with mean price 0.7; 9 sessions in app 'com.tripledot.spades', 100 ad_requests with mean bid_floor 17.0, 1 impressions of adomain 'bcbsal.org' with mean price 0.5, 2 impressions of adomain 'generalmills.com' with mean price 3.5, 1 impressions of adomain 'instagram.com' with mean price 0.6, 1 impressions of adomain 'liquid-iv.com' with mean price 0.8, 15 impressions of adomain 'papayagaming.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.5, 2 impressions of adomain 'rocketmortgage.com' with mean price 1.1, 2 impressions of adomain 'solitairecash.com' with mean price 2.3, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.2; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 1.8; 3 sessions in app 'com.vitastudio.spider', 47 ad_requests with mean bid_floor 37.4; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 3.5; 1 sessions in app 'in.playsimple.wordtrip', 15 ad_requests with mean bid_floor 10.2; 8 sessions in app 'io.coolplay.backgammon', 31 ad_requests with mean bid_floor 4.1; 10 sessions in app 'loppipoppi.dominoes', 1462 ad_requests with mean bid_floor 19.7, 18 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'auto.everquote.com' with mean price 0.4, 1 impressions of adomain 'espn.com' with mean price 0.8, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 2 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 23.4, 1 impressions of adomain 'titosvodka.com' with mean price 1.0, 1 impressions of adomain 'walgreens.com' with mean price 0.7; 2 sessions in app 'spider.classic.solitaire.card.pgmaker', 4 ad_requests with mean bid_floor 16.0; 3 sessions in app 'spider.solitaire.card.bgames', 18 ad_requests with mean bid_floor 12.5, 1 impressions of adomain 'bcbsal.org' with mean price 0.5, 1 impressions of adomain 'shopgenius.com' with mean price 1.1; 3 sessions in app 'st.ows.chess', 31 ad_requests with mean bid_floor 3.2, 1 impressions of adomain 'auto.everquote.com' with mean price 0.7, 1 impressions of adomain 'solitairecash.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 ;time_since_impression_in_hours is 96;channel is 'USA/I/bidmachine/com.tripledot.solitaire/False/197';time_since_click_in_hours is 96;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.59315272474751;partition is 3060
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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 'e9d97651-651f-4413-8f5f-577678244a31';uuid is '516540b2-3a73-434b-b053-ebf29b15c601';bid_timestamp is '2024-12-20 17:10:33';device_id is 'e9d97651-651f-4413-8f5f-577678244a31';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 28.9675343040747;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 31.440678;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 174130 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.93;prior_theme_impressions_count is 6;prior_tag_clicks_count is 6 ;time_since_click is 688408;hour is '2024-12-20 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'com.Helium9Games.TennisArena2021', 23 ad_requests with mean bid_floor 82.3; 1 sessions in app 'com.RastleksGames.TheShootout', 11 ad_requests with mean bid_floor 7.6; 4 sessions in app 'com.RoshanGames.ShuffleBoard', 14 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.afgame.app.poolball', 8 ad_requests with mean bid_floor 70.3; 1 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.fiogonia.dominoes', 26 ad_requests with mean bid_floor 52.4; 1 sessions in app 'com.fiogonia.yatzy', 2 ad_requests with mean bid_floor 9.7; 1 sessions in app 'com.holoboo.hyperboat', 15 ad_requests with mean bid_floor 11.1; 1 sessions in app 'com.refinedgames.americanfootballchamps', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.slippy.linerusher', 5 ad_requests with mean bid_floor 1.7; 26 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 706 ad_requests with mean bid_floor 11.2, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 15.2; 7 sessions in app 'com.staplegames.dice', 87 ad_requests with mean bid_floor 47.0; 1 sessions in app 'com.turborilla.bike.racing.madskillsmotocross3', 5 ad_requests with mean bid_floor 44.3; 1 sessions in app 'com.zdb.c23.traffic.driving.simulator', 2 ad_requests with mean bid_floor 5.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 48;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 191;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.31669797430435;partition is 2721
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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 'f2aef024-00c6-472e-a64f-fa9eb364aa37';uuid is '57fa36ea-a1b4-4307-b6ad-ef46394d7e04';bid_timestamp is '2025-01-05 0:19:02';device_id is 'f2aef024-00c6-472e-a64f-fa9eb364aa37';biddate is '2025-01-05';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 35.0458470313864;target_cpi is 3.0190049648514;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 38.16;placement_historical_value is 34.5136;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 1034346 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.64;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is 1061428;hour is '2025-01-05 00:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior is :[1 sessions in app 'com.aaagame.aaacasino', 6 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.baliuapps.superapp', 16 ad_requests with mean bid_floor 2.3; 9 sessions in app 'com.blackout.spades', 404 ad_requests with mean bid_floor 31.2, 1 impressions of adomain 'amazon.com' with mean price 0.7; 1 sessions in app 'com.bonnie.trafficescape', 4 ad_requests with mean bid_floor 1.4; 5 sessions in app 'com.breakingnewsbrief.app', 7 ad_requests with mean bid_floor 1.4; 5 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 510 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.duty.deviceclean.phonesto', 273 ad_requests with mean bid_floor 5.2; 52 sessions in app 'com.easytools.filehelper', 5489 ad_requests with mean bid_floor 4.0; 13 sessions in app 'com.filemanager.quickly.mster', 426 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.fileorganizer.cabinet.efficient', 454 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.fiogonia.spades', 296 ad_requests with mean bid_floor 23.1; 7 sessions in app 'com.handmark.expressweather', 25 ad_requests with mean bid_floor 58.0; 2 sessions in app 'com.histudiogames.wordserenityg', 3 ad_requests with mean bid_floor 0.4; 54 sessions in app 'com.stay.healthy.calorie', 1585 ad_requests with mean bid_floor 3.2; 30 sessions in app 'com.stridecounter.stepcalculation', 14181 ad_requests with mean bid_floor 17.6; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.5; 4 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 4.3; 1 sessions in app 'easy.launcher', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 10.9; 16 sessions in app 'kjvbible.verse.daily.bible.prayer', 21 ad_requests with mean bid_floor 5.2; 1 sessions in app 'od_13687', 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 ;time_since_impression_in_hours is 287;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 295;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.40228768699572;partition is 1859
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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 '7d945b96-19ec-47c4-b5f0-99b459d2aa51';uuid is '044f6d68-08b2-48a1-98e9-9514e1badbe9';bid_timestamp is '2025-01-24 0:17:22';device_id is '7d945b96-19ec-47c4-b5f0-99b459d2aa51';biddate is '2025-01-24';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.99999999999999;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 21.2;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 21 ;time_since_impression is 97449 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 21;prior_tag_clicks_count is 7 ;time_since_click is 727609;hour is '2025-01-24 00:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[35 sessions in app 'com.blackout.spades', 8299 ad_requests with mean bid_floor 27.1, 4 impressions of adomain '3m.com' with mean price 0.4, 5 impressions of adomain 'all-laundry.com' with mean price 0.2, 11 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'calvinklein.us' with mean price 0.4, 1 impressions of adomain 'communitycoffee.com' with mean price 0.4, 1 impressions of adomain 'disney.com' with mean price 0.4, 9 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'fleetfarm.com' with mean price 0.7, 1 impressions of adomain 'ironhorselawsc.com' with mean price 0.2, 3 impressions of adomain 'kelloggs.com' with mean price 1.4, 3 impressions of adomain 'mcdonalds.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 6 impressions of adomain 'newpub.co/spades' with mean price 3.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.5, 2 impressions of adomain 'paramountplus.com' with mean price 1.2, 3 impressions of adomain 'peacocktv.com' with mean price 0.4, 4 impressions of adomain 'resideo.com' with mean price 0.5, 2 impressions of adomain 'samhsa.gov' with mean price 0.3, 3 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'steelcase.com' with mean price 0.2, 1 impressions of adomain 'torani.com' with mean price 0.4, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.3, 1 impressions of adomain 'unleashingourpotential.com' with mean price 0.4, 2 impressions of adomain 'walmart.com' with mean price 0.2, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2; 22 sessions in app 'com.car.parking.bus.mania.traffic.jam', 769 ad_requests with mean bid_floor 0.9, 2 clicks of adomain '1000bulbs.com', 7 impressions of adomain '1000bulbs.com' with mean price 2.3, 1 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'bidease.com_101931' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'ffcreative.com' with mean price 0.1, 1 impressions of adomain 'kroger.com' with mean price 0.3, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 2.0, 1 impressions of adomain 'officedepot.com' with mean price 0.2, 1 impressions of adomain 'oreo.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'youtube.com' with mean price 0.3; 1 sessions in app 'com.gp.car.escape.traffic.jam', 15 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.ig.bus.out', 13 ad_requests with mean bid_floor 0.2, 1 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'governorofpoker.com' with mean price 0.0, 1 impressions of adomain 'help.supercellsupport.com' with mean price 0.0, 1 impressions of adomain 'igg.com' with mean price 0.0, 1 impressions of adomain 'illinoislottery.com' with mean price 0.0, 1 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 2 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'papayagaming.com' with mean price 0.0, 1 impressions of adomain 'playtika.com' with mean price 0.0, 2 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'scopely.com' with mean price 0.0, 1 impressions of adomain 'simplebro.co' with mean price 0.0, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'yyplaygames.com' with mean price 0.0, 1 impressions of adomain 'zynga.com' with mean price 0.0; 1 sessions in app 'com.phantom.paperboy', 2 ad_requests with mean bid_floor 2.6; 9 sessions in app 'com.puzzlegames.carescape3d.gp', 1291 ad_requests with mean bid_floor 4.3, 1 impressions of adomain '1000bulbs.com' with mean price 3.0, 1 impressions of adomain 'communitycoffee.com' with mean price 2.7, 1 impressions of adomain 'dailybooster.club' with mean price 2.3, 1 impressions of adomain 'everydaywinner.net' with mean price 4.0, 2 impressions of adomain 'gatorade.com' with mean price 0.4, 1 impressions of adomain 'kbhome.com' with mean price 0.4, 2 impressions of adomain 'linkedin.com' with mean price 4.2, 1 impressions of adomain 'mobilityware.com' with mean price 0.3, 1 impressions of adomain 'newpub.co' with mean price 205.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.9, 1 impressions of adomain 'peacocktv.com' with mean price 6.4, 6 impressions of adomain 'samsung.com' with mean price 8.8, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2, 1 impressions of adomain 'torani.com' with mean price 0.5; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.3; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 16.7; 1 sessions in app 'park.master.car.parking.games', 10 ad_requests with mean bid_floor 25.7; 3 sessions in app 'traffic.parking.jam.escape.car3d.games', 151 ad_requests with mean bid_floor 1.4, 1 clicks of adomain '1000bulbs.com', 2 impressions of adomain '1000bulbs.com' with mean price 3.9, 3 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bidease.com_101931' with mean price 0.0, 1 impressions of adomain 'drinknurri.com' with mean price 0.1, 1 impressions of adomain 'eatenlightened.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'hometownfoodcompany.com' with mean price 0.5, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.2, 1 impressions of adomain 'uphold.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 ;time_since_impression_in_hours is 27;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 202;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.174654041054515;partition is 3612
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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 '80f8e4a8-3277-4745-905e-952e95c3b72f';uuid is '00886cfe-367f-4ac6-86a3-8e8905971ea7';bid_timestamp is '2025-01-18 13:19:53';device_id is '80f8e4a8-3277-4745-905e-952e95c3b72f';biddate is '2025-01-18';country is 'USA';app is 'com.productmadness.cashmancasino';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.94843200215066;target_cpi is 1.5;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Product Madness';seller_id is 601;content_type is 'vie';bid_floor is 4.653 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.076923;placement_historical_value is ;third_party_bid_price is 4.653;prior_tag_impressions_count is 7 ;time_since_impression is 35456 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.26;prior_theme_impressions_count is 7;prior_tag_clicks_count is 3 ;time_since_click is 35363;hour is '2025-01-18 13:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[5 sessions in app 'com.GMA.Ball.Sort.Puzzle', 81 ad_requests with mean bid_floor 1.3, 1 impressions of adomain 'amazon.com' with mean price 0.6; 5 sessions in app 'com.blackout.spades', 530 ad_requests with mean bid_floor 41.6, 5 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'hillspet.com' with mean price 0.7, 3 impressions of adomain 'nutrafol.com' with mean price 0.6, 1 impressions of adomain 'progressive.com' with mean price 0.7, 1 impressions of adomain 'scrapit.us' with mean price 0.7; 3 sessions in app 'com.fiogonia.gin', 20 ad_requests with mean bid_floor 17.5; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 5.2; 60 sessions in app 'com.productmadness.cashmancasino', 2247 ad_requests with mean bid_floor 16.1, 3 impressions of adomain 'amazon.com' with mean price 7.4, 1 clicks of adomain 'best5autoinsurance.com', 1 impressions of adomain 'best5autoinsurance.com' with mean price 6.8, 1 impressions of adomain 'buyatoyota.com' with mean price 8.7, 1 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'creditkarma.com' with mean price 9.0, 2 impressions of adomain 'healthwellnessjournal.com' with mean price 6.8, 1 clicks of adomain 'healthwellnessjournal.com', 1 impressions of adomain 'idelvion.com' with mean price 13.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 5.4, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 4.8, 1 clicks of adomain 'pepsico.com', 1 impressions of adomain 'pepsico.com' with mean price 23.3, 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 11.5, 1 clicks of adomain 'smartlifestyletrends.com', 1 impressions of adomain 'smartlifestyletrends.com' with mean price 4.2; 2 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 26.9];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 9;channel is 'USA/I/bidmachine/com.productmadness.cashmancasino/True/601';time_since_click_in_hours is 10;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.676233735040477;partition is 934
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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 'b38233aa-9779-4244-a063-67867e9b1961';uuid is '7230ec4c-19c3-4c8c-a394-c0e181cd0bc1';bid_timestamp is '2024-12-30 22:35:33';device_id is 'b38233aa-9779-4244-a063-67867e9b1961';biddate is '2024-12-30';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5.40760194517057;target_cpi is 2.2291149533956;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 6.713333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 36 ;time_since_impression is 91870 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.2;prior_theme_impressions_count is 36;prior_tag_clicks_count is 13 ;time_since_click is 91868;hour is '2024-12-30 22:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[4 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 2 impressions of adomain 'Sublocade.com' with mean price 1.2, 1 impressions of adomain 'ads.innovativeadserver.com' with mean price 4.0, 7 impressions of adomain 'amazon.com' with mean price 0.9; 2 sessions in app 'com.block.game.jigsaw.puzzles', 2 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.dosecureme', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.fugo.wowguru', 2 ad_requests with mean bid_floor 62.7; 2 sessions in app 'com.huke.fruits3d', 82 ad_requests with mean bid_floor 14.2; 4 sessions in app 'com.icafegame.landwar', 474 ad_requests with mean bid_floor 20.7; 8 sessions in app 'com.king.candycrushsodasaga', 291 ad_requests with mean bid_floor 24.6; 1 sessions in app 'com.peoplefun.wordcross', 11 ad_requests with mean bid_floor 5.3; 7 sessions in app 'com.scannerradio', 34 ad_requests with mean bid_floor 27.4; 1 sessions in app 'com.trace.ar.drawing', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 2.5; 4 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 5.3; 1 sessions in app 'easy.launcher', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 12.3; 4 sessions in app 'in.playsimple.wordtrip', 26 ad_requests with mean bid_floor 25.2; 27 sessions in app 'jp.co.goodroid.hyper.hexaaway', 1502 ad_requests with mean bid_floor 2.4, 2 impressions of adomain '7-eleven.com' with mean price 0.3, 184 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'admile.com' with mean price 0.2, 99 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'arlo.com' with mean price 0.2, 1 impressions of adomain 'armra.com' with mean price 0.2, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.3, 2 impressions of adomain 'boehringer-ingelheim.com' with mean price 0.3, 1 impressions of adomain 'carolina.com' with mean price 0.2, 3 impressions of adomain 'chewy.com' with mean price 0.2, 1 impressions of adomain 'chipsahoy.com' with mean price 0.0, 1 impressions of adomain 'circlek.com' with mean price 0.4, 2 impressions of adomain 'clorox.com' with mean price 0.2, 7 impressions of adomain 'coca-cola.com' with mean price 0.2, 3 impressions of adomain 'constructiontoolwarehouse.com' with mean price 0.0, 2 impressions of adomain 'cuisinart.com' with mean price 0.2, 2 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'diagnosehae.com' with mean price 1.1, 5 impressions of adomain 'discovery.com' with mean price 0.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 10 impressions of adomain 'folgerscoffee.com' with mean price 0.2, 4 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'grainger.com' with mean price 0.6, 2 impressions of adomain 'gruntstyle.com' with mean price 0.2, 2 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hyundaiusa.com' with mean price 1.6, 1 impressions of adomain 'iheart.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kleenex.com' with mean price 0.2, 1 impressions of adomain 'mars.com' with mean price 0.2, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'newbalance.com' with mean price 0.2, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 2 impressions of adomain 'nowfoods.com' with mean price 0.2, 4 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'officedepot.com' with mean price 0.2, 1 impressions of adomain 'oneaday.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 30 impressions of adomain 'perdue.com' with mean price 0.3, 2 impressions of adomain 'petiq.com' with mean price 0.2, 1 impressions of adomain 'philips.com' with mean price 0.2, 3 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.2, 1 impressions of adomain 'productmadness.com' with mean price 5.7, 1 clicks of adomain 'productmadness.com', 2 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'pvh.com' with mean price 0.2, 4 impressions of adomain 'qunol.com' with mean price 0.2, 5 impressions of adomain 'royalcanin.com' with mean price 0.2, 3 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.4, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 4 impressions of adomain 'southwest.com' with mean price 0.2, 3 impressions of adomain 'spectrumbrands.com' with mean price 0.2, 1 impressions of adomain 'speedway.com' with mean price 0.4, 1 impressions of adomain 'squareup.com' with mean price 0.0, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'starkist.com' with mean price 0.4, 2 impressions of adomain 'starz.com' with mean price 0.3, 6 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 5 impressions of adomain 't-falusa.com' with mean price 0.3, 3 impressions of adomain 'tempursealy.com' with mean price 0.2, 4 impressions of adomain 'temu.com' with mean price 4.4, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.1, 1 impressions of adomain 'tikipets.com' with mean price 0.3, 1 impressions of adomain 'torkusa.com' with mean price 0.2, 1 impressions of adomain 'twinpeaksrestaurant.com' with mean price 0.3, 1 impressions of adomain 'vitalproteins.com' with mean price 0.2, 4 impressions of adomain 'walgreens.com' with mean price 0.2, 1 impressions of adomain 'whoop.com' with mean price 0.4, 10 impressions of adomain 'wkkellogg.com' with mean price 0.2, 3 impressions of adomain 'zevia.com' with mean price 0.2; 1 sessions in app 'phone.antivirus.virus.cleaner.junk.clean.speed.booster.master', 7 ad_requests with mean bid_floor 3.7; 168 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 7111 ad_requests with mean bid_floor 0.8, 1 impressions of adomain '5252slot.com' with mean price 2.1, 1 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'consumertestconnect.com' with mean price 1.9, 1 clicks of adomain 'lowes.com', 10 impressions of adomain 'lowes.com' with mean price 1.8, 9 clicks of adomain 'newpub.co/spades', 11 impressions of adomain 'newpub.co/spades' with mean price 3.1, 1 impressions of adomain 'oneaday.com' with mean price 0.5, 4 clicks of adomain 'pandora.com', 7 impressions of adomain 'pandora.com' with mean price 1.6, 2 clicks of adomain 'productmadness.com', 3 impressions of adomain 'productmadness.com' with mean price 2.1, 2 clicks of adomain 'temu.com', 4 impressions of adomain 'temu.com' with mean price 3.2, 6 clicks of adomain 'textnow.com', 7 impressions of adomain 'textnow.com' with mean price 1.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 25;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 26;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.851349175438842;partition is 2405
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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 '580affa6-0128-41b4-9c11-79120612797c';uuid is '3073dfb1-d90f-46d6-bcce-5a1314e3445d';bid_timestamp is '2024-12-22 2:57:10';device_id is '580affa6-0128-41b4-9c11-79120612797c';biddate is '2024-12-22';country is 'USA';app is 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'bb6aecca58038e6f3f9c9fd8c8c5a29b';display_manager is 'bidmachine';raw_price is 10.6929512694478;target_cpi is 1;campaign is 51123;creative_id is 220202;session_duration is 0 ;seller_name is 'Maverick Mobile MAX';seller_id is 222;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 13.25;placement_historical_value is 7.394772;third_party_bid_price is ;prior_tag_impressions_count is 53 ;time_since_impression is 234294 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.68;prior_theme_impressions_count is 53;prior_tag_clicks_count is 19 ;time_since_click is 482070;hour is '2024-12-22 02:00:00+00:00';day_of_week is '6';os_version is 11;user_behavior is :[1 sessions in app 'ball.sort.color.puzzle.offline.games', 11 ad_requests with mean bid_floor 60.6; 1 sessions in app 'com.PlaySense.BulletArmyRun', 6 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.VectorUpGames.TallManRun', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.an.livewallpaper.magicfluid.brokenscreen', 1 ad_requests with mean bid_floor 132.5; 2 sessions in app 'com.azurgames.stackball', 25 ad_requests with mean bid_floor 8.0; 14 sessions in app 'com.block.juggle', 169 ad_requests with mean bid_floor 68.6; 1 sessions in app 'com.braindom', 6 ad_requests with mean bid_floor 0.9; 3 sessions in app 'com.btbapps.entertainment.gun.simulator', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.btbapps.entertainment.hairclipper.funnysounds.pranks', 4 ad_requests with mean bid_floor 5.1; 3 sessions in app 'com.cassette.aquapark', 85 ad_requests with mean bid_floor 16.9, 1 impressions of adomain 'coca-cola.com' with mean price 1.9, 1 impressions of adomain 'hulu.com' with mean price 1.4, 5 impressions of adomain 'laroche-posay.us' with mean price 1.4; 22 sessions in app 'com.clean.fast.launcher', 34 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.crazylabs.amaze.game', 9 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.dg.puzzlebrothers.mahjong.king', 1 ad_requests with mean bid_floor 0.0; 8 sessions in app 'com.ea.game.maddenmobile15_row', 8 ad_requests with mean bid_floor 5.2; 22 sessions in app 'com.ea.gp.maddennfl21mobile', 103 ad_requests with mean bid_floor 57.8; 1 sessions in app 'com.hit.master', 1 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.hpcpj.slimecleaner', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.kiloo.subwaysurf', 75 ad_requests with mean bid_floor 114.9; 1 sessions in app 'com.kwalee.wantedgp', 10 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.playgendary.bowmasters', 12 ad_requests with mean bid_floor 3.5, 4 impressions of adomain 'progressive.com' with mean price 1.2; 1 sessions in app 'com.remint2.app', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.stoneaxe.CatchAndShoot', 6 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.translate.languagetranslator.freetranslation', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.vividgames.realboxing2', 11 ad_requests with mean bid_floor 98.2; 7 sessions in app 'com.wn.hairtattoo', 354 ad_requests with mean bid_floor 6.6, 9 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bestbuy.com' with mean price 0.7, 2 impressions of adomain 'facebook.com' with mean price 0.5, 1 impressions of adomain 'flashrewards.co' with mean price 9.5, 5 impressions of adomain 'totousa.com' with mean price 0.7; 7 sessions in app 'easy.launcher', 7 ad_requests with mean bid_floor 0.0; 3 sessions in app 'racearena.io', 79 ad_requests with mean bid_floor 1.4, 3 impressions of adomain 'amazon.com' with mean price 0.8, 2 impressions of adomain 'facebook.com' with mean price 1.5, 1 impressions of adomain 'haleon.com' with mean price 1.3, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.7, 4 impressions of adomain 'progressive.com' with mean price 1.0; 1 sessions in app 'realcar.driving.traffic.city.car3d.race.openworld', 7 ad_requests with mean bid_floor 51.4];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 65;channel is 'USA/I/bidmachine/com.find.hidden.object.out.treasure.hunt.seek.puzzle.games/False/222';time_since_click_in_hours is 134;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.151443399237662;partition is 3150
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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 'd565247d-eeca-4cfc-ba13-33fa9bb8850e';uuid is '1d640a33-a564-44ea-b6fd-433ce25d8f5a';bid_timestamp is '2024-12-22 9:12:37';device_id is 'd565247d-eeca-4cfc-ba13-33fa9bb8850e';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 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 10.4039628529737;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 2000 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 4329 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.66;prior_theme_impressions_count is 13;prior_tag_clicks_count is 14 ;time_since_click is 4326;hour is '2024-12-22 09:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 7.2; 1 sessions in app 'com.obg.hunting.clash.wild.hunter.deer.jungle.hunter.real.hunting.game', 22 ad_requests with mean bid_floor 4.6; 19 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 4789 ad_requests with mean bid_floor 10.6, 2 impressions of adomain '5252slot.com' with mean price 3.9, 1 impressions of adomain 'bigo.tv' with mean price 0.6, 16 impressions of adomain 'newpub.co/spades' with mean price 4.5, 1 impressions of adomain 'oakevergames.com' with mean price 4.2, 1 clicks of adomain 'pandora.com', 82 impressions of adomain 'pandora.com' with mean price 3.9; 14 sessions in app 'com.wildcard.spadespop', 2854 ad_requests with mean bid_floor 6.4; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 17.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 1;fast_imp_12h is 3;fast_click_2h is 3;rnd is 0.162787815736859;partition is 2324
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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 'e12e4ace-cf80-45a0-8adf-d13620edcf7b';uuid is '753ff986-0a14-4b44-ad0c-122635a7f36a';bid_timestamp is '2025-01-15 17:35:57';device_id is 'e12e4ace-cf80-45a0-8adf-d13620edcf7b';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 6.36157422641789;target_cpi is 3.40973077958197;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 41 ;time_since_impression is 211399 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.57;prior_theme_impressions_count is 41;prior_tag_clicks_count is 13 ;time_since_click is 211384;hour is '2025-01-15 17:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[2 sessions in app 'com.offerup', 4 ad_requests with mean bid_floor 7.3; 11 sessions in app 'com.one.m1.world', 170 ad_requests with mean bid_floor 1.3, 1 impressions of adomain '1800gotjunk.com' with mean price 1.1, 1 impressions of adomain 'albertsons.com' with mean price 0.2, 2 impressions of adomain 'pentlyconger.com' with mean price 0.6; 55 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1350 ad_requests with mean bid_floor 12.7, 1 clicks of adomain 'bestbuy.com', 4 impressions of adomain 'bestbuy.com' with mean price 7.2, 1 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 8.1, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 6.1, 2 impressions of adomain 'oakevergames.com' with mean price 24.6; 11 sessions in app 'com.superking.ludo.star', 105 ad_requests with mean bid_floor 108.8; 1 sessions in app 'com.twisted.rope.tangle', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'heartratemonitor.heartrate.pulse.pulseapp', 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 ;time_since_impression_in_hours is 58;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 59;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.443556833527398;partition is 2283
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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 '7a03e502-de80-418f-8624-ffd5bd62411a';uuid is '23f301d5-eca5-440a-966b-4bae1d5f734f';bid_timestamp is '2025-02-07 18:00:05';device_id is '7a03e502-de80-418f-8624-ffd5bd62411a';biddate is '2025-02-07';country is 'USA';app is 'com.goods.master3d.triple.puzzle';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'unity sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 2000 ;seller_name is 'Unity SSP';seller_id is 113;content_type is 'vp';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.0106;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 12;user_behavior is :[3 sessions in app 'com.balloon.master.cube.match', 152 ad_requests with mean bid_floor 3.3, 1 impressions of adomain 'va.gov' with mean price 10.3; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 26.0; 3 sessions in app 'com.fiogonia.spades', 8 ad_requests with mean bid_floor 6.3; 11 sessions in app 'com.firecrackersw.wordbreaker', 51 ad_requests with mean bid_floor 2.7; 149 sessions in app 'com.goods.master3d.triple.puzzle', 81526 ad_requests with mean bid_floor 85.5, 1 impressions of adomain 'adbry.com' with mean price 0.3, 1 impressions of adomain 'allstate.com' with mean price 0.1, 1 impressions of adomain 'alpha.ac' with mean price 5.0, 1 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'betrivers.com' with mean price 0.0, 5 impressions of adomain 'bluechew.com' with mean price 0.9, 1 impressions of adomain 'bobevans.com' with mean price 1.1, 2 impressions of adomain 'comfortwave.com' with mean price 0.4, 1 impressions of adomain 'dickssportinggoods.com' with mean price 0.2, 1 impressions of adomain 'everlane.com' with mean price 0.3, 15 impressions of adomain 'fycompa.com' with mean price 0.4, 3 impressions of adomain 'gnc.com' with mean price 0.8, 1 impressions of adomain 'hadenclaims.com' with mean price 0.3, 2 impressions of adomain 'joinpropel.com' with mean price 0.1, 1 impressions of adomain 'lexusofcherryhill.com' with mean price 1.3, 1 impressions of adomain 'loopme.com' with mean price 4.0, 1 impressions of adomain 'lowes.com' with mean price 0.5, 2 impressions of adomain 'marcus.com' with mean price 0.0, 1 impressions of adomain 'nj.betrivers.com' with mean price 0.1, 1 impressions of adomain 'njea.org' with mean price 0.1, 8 impressions of adomain 'nubeqa-us.com' with mean price 1.1, 2 impressions of adomain 'ogsiveo.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 5 impressions of adomain 'sharecare.com' with mean price 0.7, 19 impressions of adomain 'shein.com' with mean price 9.1, 10 clicks of adomain 'shein.com', 3 impressions of adomain 'tarpeyo.com' with mean price 0.1, 2 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 1.3, 4 impressions of adomain 'uber.com' with mean price 0.0, 2 impressions of adomain 'us.betrivers.net' with mean price 0.1, 1 impressions of adomain 'vanguard.com' with mean price 0.7, 3 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'wendys.com' with mean price 0.0, 1 impressions of adomain 'wizmo.com' with mean price 1.3, 18 impressions of adomain 'xifaxan.com' with mean price 2.5; 88 sessions in app 'com.hbwares.wordfeud.free', 1347 ad_requests with mean bid_floor 32.3; 12 sessions in app 'com.peoplefun.wordcross', 268 ad_requests with mean bid_floor 7.1, 1 impressions of adomain 'amazon.com' with mean price 0.4; 2 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 10 ad_requests with mean bid_floor 15.7; 8 sessions in app 'com.tripledot.woodoku', 30 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.uckam.reader', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.vitastudio.solitaire', 2 ad_requests with mean bid_floor 9.5; 2 sessions in app 'com.wordgame.words.connect', 34 ad_requests with mean bid_floor 9.8; 34 sessions in app 'com.zynga.words3', 1612 ad_requests with mean bid_floor 15.2, 1 impressions of adomain 'adobe.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'applebees.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'eatiqbar.com' with mean price 0.2, 1 impressions of adomain 'homedepot.com' with mean price 0.4, 1 impressions of adomain 'nhl.com' with mean price 0.3, 2 impressions of adomain 'sublocade.com' with mean price 0.7, 1 impressions of adomain 'ulta.com' with mean price 0.0, 1 impressions of adomain 'wingslax.com' with mean price 0.1; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 4.3; 2 sessions in app 'in.playsimple.tripcross', 6 ad_requests with mean bid_floor 5.1; 16 sessions in app 'in.playsimple.wordtrip', 76 ad_requests with mean bid_floor 13.7; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.9; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 13.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/unity sdk/com.goods.master3d.triple.puzzle/True/113';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.426334294085409;partition is 2713
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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 'b6689e24-d10a-45c8-b4ca-c20e0361375a';uuid is '4012d127-71f4-49ab-b8be-d59f6cc1ff6f';bid_timestamp is '2025-01-28 19:07:32';device_id is 'b6689e24-d10a-45c8-b4ca-c20e0361375a';biddate is '2025-01-28';country is 'USA';app is 'com.color.shape.sort.puzzle';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 21.4210444007463;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'IEC Games MAX';seller_id is 185;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 69.8901099999999;placement_historical_value is 17.5739689999999;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 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-28 19:00:00+00:00';day_of_week is '1';os_version is 11;user_behavior is :[18 sessions in app 'com.color.shape.sort.puzzle', 1487 ad_requests with mean bid_floor 1.6, 1 impressions of adomain 'activatedyou.com' with mean price 0.1, 1 impressions of adomain 'albertsons.com' with mean price 0.7, 16 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'bing.com' with mean price 0.0, 5 impressions of adomain 'bumble.com' with mean price 0.0, 19 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'elfcosmetics.com' with mean price 0.1, 1 impressions of adomain 'facebook.com' with mean price 0.5, 4 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'honda.com' with mean price 0.2, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.2, 1 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 1 impressions of adomain 'jared.com' with mean price 0.2, 1 impressions of adomain 'justdice.io' with mean price 0.0, 4 impressions of adomain 'lenox.com' with mean price 0.2, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'mattel163.com' with mean price 0.0, 3 impressions of adomain 'meetava.com' with mean price 29.7, 3 clicks of adomain 'meetava.com', 3 impressions of adomain 'meetme.com' with mean price 13.0, 2 clicks of adomain 'meetme.com', 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'neatmanager.net' with mean price 0.0, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 21.4, 3 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'olay.com' with mean price 0.4, 3 impressions of adomain 'pepsico.com' with mean price 0.2, 1 impressions of adomain 'pharmavite.com' with mean price 0.1, 6 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'podcast.com' with mean price 0.0, 1 impressions of adomain 'redfin.com' with mean price 0.0, 1 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'schellbrothers.com' with mean price 0.1, 1 clicks of adomain 'siriusxm.com', 2 impressions of adomain 'siriusxm.com' with mean price 10.4, 3 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 10 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'torani.com' with mean price 0.5, 9 impressions of adomain 'unicostudio.co' with mean price 0.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 2 impressions of adomain 'wsj.com' with mean price 0.0, 2 impressions of adomain 'www.mobileprotectionzone.com' with mean price 0.1, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 1 sessions in app 'com.ezt.pdfreader.pdfviewer', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.falcon.dm.water.cake.sort.puzzle', 29 ad_requests with mean bid_floor 51.3; 1 sessions in app 'com.heli.monsters', 8 ad_requests with mean bid_floor 32.7; 2 sessions in app 'com.lszenlamzr.parkingjam', 44 ad_requests with mean bid_floor 4.9, 2 clicks of adomain 'scopely.com', 2 impressions of adomain 'scopely.com' with mean price 30.1; 1 sessions in app 'com.playvalve.solitaire.spider', 24 ad_requests with mean bid_floor 79.4; 1 sessions in app 'com.scream.imposter.monster.survival', 2 ad_requests with mean bid_floor 39.6; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.unicostudio.braintest', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 5.8; 1 sessions in app 'io.voodoo.paper2', 17 ad_requests with mean bid_floor 43.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.color.shape.sort.puzzle/True/185';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.31276378505416;partition is 2475
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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 'cb5b590d-9f70-4049-af08-52bff35e093f';uuid is '825cdc2e-3031-4b75-8206-9496c4eea9b5';bid_timestamp is '2025-02-07 18:00:08';device_id is 'cb5b590d-9f70-4049-af08-52bff35e093f';biddate is '2025-02-07';country is 'USA';app is 'com.tripledot.solitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'vie';bid_floor is 19.0906 ;min_floor is 19.0906 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 53908719 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 1;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 12;user_behavior is :[2 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 20 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.SkornyakovPavel.TopDownMazes', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.applock.launcher', 5 ad_requests with mean bid_floor 0.8; 1 sessions in app 'com.block.game.jigsaw.puzzles', 2 ad_requests with mean bid_floor 11.4; 1 sessions in app 'com.botbrain.personal_ais', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.bti.sAnalyzer', 6 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.content.writing.assistant.ai', 13 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.cy.FairyTaleKingdomMergeGame', 4 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 27.9; 5 sessions in app 'com.greengold.mlbcp', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.hdev.wordgame.android.worldofwords', 2 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.healingjjam.lunastory1', 4 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.king.wifimeter.signalstrength.dp', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.mintgames.solitaire.classic.card.game.free', 16 ad_requests with mean bid_floor 28.4; 4 sessions in app 'com.mpesynth.app', 5 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.museiq.app', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.mwg.word.garden', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.oczma.smarter', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.origame.crossword', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.pp.hero.rescue.pin.puzzle.game', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.reallybadapps.podcastguru', 4 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.sbitsoft.guesswordhint', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.screw.away.pin.puzzle.and', 3 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 3 ad_requests with mean bid_floor 1.9; 158 sessions in app 'com.tripledot.solitaire', 130951 ad_requests with mean bid_floor 13.5, 13 impressions of adomain 'accenturefederal.com' with mean price 0.3, 8 impressions of adomain 'adidas.com' with mean price 0.1, 4 impressions of adomain 'ads.netapop.com' with mean price 0.1, 1 impressions of adomain 'aerospacedefenseforum.org' with mean price 0.7, 1 clicks of adomain 'afreserve.com', 3 impressions of adomain 'afreserve.com' with mean price 8.4, 2 impressions of adomain 'aicerts.ai' with mean price 0.3, 1 impressions of adomain 'alliance4creativity.com' with mean price 0.3, 5 impressions of adomain 'altrulist.com' with mean price 0.1, 88 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'amba.info' with mean price 1.0, 2 impressions of adomain 'amcplus.com' with mean price 0.0, 8 impressions of adomain 'andersonrockriverford.com' with mean price 1.2, 1 impressions of adomain 'annies.com' with mean price 0.3, 1 impressions of adomain 'arrivesouthloop.com' with mean price 0.6, 1 impressions of adomain 'articles.comparisons.org' with mean price 8.8, 35 impressions of adomain 'atlanticsignal.com' with mean price 0.2, 1 impressions of adomain 'autodesk.com' with mean price 0.2, 1 impressions of adomain 'beachbody.com' with mean price 0.0, 3 impressions of adomain 'beekeepersnaturals.com' with mean price 0.0, 11 impressions of adomain 'beiersdorf.com' with mean price 0.6, 3 impressions of adomain 'bemismfg.com' with mean price 0.0, 12 impressions of adomain 'best5autoinsurance.com' with mean price 7.4, 4 impressions of adomain 'bgfoods.com' with mean price 0.6, 4 impressions of adomain 'bjc.org' with mean price 0.6, 2 impressions of adomain 'bootdryer.com' with mean price 8.5, 5 impressions of adomain 'boozallen.co' with mean price 0.3, 2 impressions of adomain 'brincdrones.com' with mean price 5.5, 13 impressions of adomain 'brother-usa.com' with mean price 0.0, 1 impressions of adomain 'bushbeans.com' with mean price 1.2, 2 impressions of adomain 'bylinebank.com' with mean price 0.9, 1 impressions of adomain 'cascademountain.com' with mean price 0.8, 1 impressions of adomain 'catholiccemeterieschicago.org' with mean price 0.5, 56 impressions of adomain 'centurygames.com' with mean price 6.1, 10 impressions of adomain 'chcimpact.org' with mean price 4.2, 12 impressions of adomain 'coca-cola.com' with mean price 1.4, 22 impressions of adomain 'coca-colacompany.com' with mean price 2.1, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.3, 1 impressions of adomain 'colgate.com' with mean price 0.0, 1 impressions of adomain 'coloplast.us' with mean price 0.3, 1 impressions of adomain 'combatbugs.com' with mean price 0.0, 1 impressions of adomain 'continentaltire.com' with mean price 0.7, 1 impressions of adomain 'cornellcollege.edu' with mean price 1.0, 1 impressions of adomain 'cslplasma.com' with mean price 1.1, 1 impressions of adomain 'cvs.com' with mean price 0.7, 5 impressions of adomain 'dairyqueen.com' with mean price 0.6, 2 impressions of adomain 'depaul.edu' with mean price 0.5, 10 impressions of adomain 'depend.com' with mean price 0.4, 8 impressions of adomain 'dexcom.com' with mean price 1.1, 2 impressions of adomain 'discover.com' with mean price 1.0, 120 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dpworld.com' with mean price 0.0, 1 impressions of adomain 'drhorton.com' with mean price 0.3, 1 impressions of adomain 'dsidsc.com' with mean price 0.2, 1 impressions of adomain 'earthkind.com' with mean price 0.0, 3 impressions of adomain 'ensure.com' with mean price 0.4, 2 impressions of adomain 'essie.com' with mean price 0.0, 1 impressions of adomain 'ezcater.com' with mean price 0.7, 1 impressions of adomain 'federalnewsnetwork.com' with mean price 0.4, 7 impressions of adomain 'flexfits.com' with mean price 0.5, 1 impressions of adomain 'fluents.ai' with mean price 0.4, 1 impressions of adomain 'fncu.org' with mean price 0.5, 1 impressions of adomain 'foodglacier.shop' with mean price 0.1, 1 impressions of adomain 'fossa.systems' with mean price 0.2, 1 impressions of adomain 'fourwindscasino.com' with mean price 2.0, 49 impressions of adomain 'geico.com' with mean price 2.7, 1 impressions of adomain 'getmaintainx.com' with mean price 0.0, 1 impressions of adomain 'go.ingredion.com' with mean price 0.5, 1 impressions of adomain 'goldenkeygroup.com' with mean price 0.4, 2 impressions of adomain 'goodfoods.com' with mean price 0.0, 1 impressions of adomain 'goodnes.com' with mean price 1.3, 1 impressions of adomain 'grasslandbeef.com' with mean price 0.3, 7 impressions of adomain 'greendragonfl.com' with mean price 0.6, 3 impressions of adomain 'hardrock.com' with mean price 0.1, 1 impressions of adomain 'harrisonburgdevelopment.com' with mean price 11.8, 3 impressions of adomain 'healthwellnessjournal.com' with mean price 5.8, 4 impressions of adomain 'helloned.com' with mean price 0.0, 5 impressions of adomain 'hillspet.com' with mean price 0.0, 1 impressions of adomain 'hims.com' with mean price 0.3, 12 impressions of adomain 'hitachi.com' with mean price 0.3, 1 impressions of adomain 'hollywoodkia.com' with mean price 0.0, 4 impressions of adomain 'honda.com' with mean price 0.2, 3 impressions of adomain 'honeywell.com' with mean price 7.3, 1 impressions of adomain 'hormelfoods.com' with mean price 0.2, 5 impressions of adomain 'huberwood.com' with mean price 0.0, 3 impressions of adomain 'huggies.com' with mean price 0.4, 1 impressions of adomain 'huntington.com' with mean price 0.5, 1 impressions of adomain 'idtech.com' with mean price 0.6, 1 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'illinoislottery.com' with mean price 0.6, 1 impressions of adomain 'immunitybio.com' with mean price 0.1, 1 impressions of adomain 'implus.com' with mean price 0.0, 2 impressions of adomain 'infosys.com' with mean price 8.8, 2 impressions of adomain 'innodata.com' with mean price 1.0, 1 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.0, 1 impressions of adomain 'jimmydean.com' with mean price 0.7, 1 impressions of adomain 'johnsonville.com' with mean price 2.3, 1 impressions of adomain 'joinpropel.com' with mean price 0.2, 1 impressions of adomain 'jumousa.com' with mean price 0.3, 1 impressions of adomain 'kao.com' with mean price 0.7, 1 impressions of adomain 'kashable.com' with mean price 0.3, 1 impressions of adomain 'kellanova.com' with mean price 0.6, 7 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.6, 1 impressions of adomain 'klasgov.com' with mean price 0.7, 3 impressions of adomain 'kongsberg.com' with mean price 0.8, 17 impressions of adomain 'la-z-boy.com' with mean price 0.8, 1 impressions of adomain 'lemonanagames.com' with mean price 0.0, 1 impressions of adomain 'lets.shop' with mean price 0.4, 1 impressions of adomain 'letsascend.com' with mean price 0.4, 1 impressions of adomain 'liftmaster.com' with mean price 1.9, 3 impressions of adomain 'lowes.com' with mean price 0.5, 1 impressions of adomain 'margaritavilleresorts.com' with mean price 1.8, 3 impressions of adomain 'marianos.com' with mean price 0.7, 1 impressions of adomain 'maritime-health.com' with mean price 0.0, 1 impressions of adomain 'maverc.com' with mean price 0.0, 1 impressions of adomain 'maximus.com' with mean price 0.6, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 24 impressions of adomain 'mcdonalds.com' with mean price 1.1, 4 impressions of adomain 'mcgratharlingtonkia.com' with mean price 0.0, 3 impressions of adomain 'megafood.com' with mean price 0.0, 13 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'metamucil.com' with mean price 0.5, 1 impressions of adomain 'michiganbusiness.org' with mean price 0.3, 1 impressions of adomain 'momentsatjewelosco.com' with mean price 0.8, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.0, 1 impressions of adomain 'morrisandmcdaniel.com' with mean price 1.7, 1 impressions of adomain 'mountain.com' with mean price 6.8, 2 impressions of adomain 'myfitnesspal.com' with mean price 0.9, 3 impressions of adomain 'myshinytime.biz' with mean price 0.1, 1 impressions of adomain 'narcanworkplace.com' with mean price 6.1, 2 impressions of adomain 'nclhltd.com' with mean price 1.6, 2 impressions of adomain 'nestleusa.com' with mean price 0.1, 1 impressions of adomain 'netgear.com' with mean price 0.0, 1 impressions of adomain 'newpub.co/spades' with mean price 50.0, 1 impressions of adomain 'nexium24hr.com' with mean price 0.6, 1 impressions of adomain 'no7beauty.com' with mean price 0.7, 3 impressions of adomain 'northropgrumman.com' with mean price 4.7, 9 impressions of adomain 'norwich.edu' with mean price 1.8, 3 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 'nyxcosmetics.com' with mean price 0.0, 6 impressions of adomain 'olay.com' with mean price 0.6, 1 clicks of adomain 'onebrief.com', 70 impressions of adomain 'onebrief.com' with mean price 0.9, 1 impressions of adomain 'paladindrones.io' with mean price 1.1, 2 impressions of adomain 'palladiumhotelgroup.com' with mean price 0.2, 2 impressions of adomain 'pandora.com' with mean price 0.0, 6 impressions of adomain 'papajohns.com' with mean price 0.5, 1 impressions of adomain 'paradiseadv.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 3 impressions of adomain 'paycom.com' with mean price 0.8, 4 impressions of adomain 'paypal.com' with mean price 1.1, 1 impressions of adomain 'pedialyte.com' with mean price 0.0, 1 impressions of adomain 'pediasure.com' with mean price 0.8, 2 impressions of adomain 'pega.com' with mean price 0.1, 6 impressions of adomain 'pentlyconger.com' with mean price 0.2, 6 impressions of adomain 'pepto-bismol.com' with mean price 0.6, 3 impressions of adomain 'perfettivanmelleus.com' with mean price 0.0, 2 impressions of adomain 'poise.com' with mean price 0.0, 3 impressions of adomain 'prilosecotc.com' with mean price 0.6, 1 impressions of adomain 'pro.magicpot.bid' with mean price 0.1, 1 impressions of adomain 'pro.ycqll.com' with mean price 0.1, 564 impressions of adomain 'progressive.com' with mean price 0.2, 8 impressions of adomain 'pull-ups.com' with mean price 0.1, 2 impressions of adomain 'qualify-medicare.co' with mean price 0.4, 1 impressions of adomain 'quiltyspace.com' with mean price 0.3, 1 impressions of adomain 'riverfrontchryslerjeep.net' with mean price 0.6, 3 impressions of adomain 'robitussin.com' with mean price 0.5, 7 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'rogersandhollands.com' with mean price 0.5, 10 impressions of adomain 'rtbstars.digital' with mean price 0.1, 12 impressions of adomain 'samsung.com' with mean price 0.3, 6 impressions of adomain 'sanofi.com' with mean price 0.7, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.0, 1 impressions of adomain 'secret.com' with mean price 0.4, 7 impressions of adomain 'shadowdragon.io' with mean price 0.3, 89 impressions of adomain 'shi.com' with mean price 1.7, 1 impressions of adomain 'silversneakers.com' with mean price 0.8, 1 impressions of adomain 'sliding.toys' with mean price 0.1, 1 impressions of adomain 'southwest.com' with mean price 0.4, 1 impressions of adomain 'spacemobility.org' with mean price 0.3, 3 impressions of adomain 'spectrumretirement.com' with mean price 0.8, 4 impressions of adomain 'speedway.com' with mean price 0.3, 1 impressions of adomain 'sportshows.com' with mean price 0.2, 23 impressions of adomain 'subaru.com' with mean price 0.3, 1 impressions of adomain 'super-savings-online.com' with mean price 6.1, 1 impressions of adomain 'tagthai.com' with mean price 0.0, 1 impressions of adomain 'takeda.com' with mean price 14.5, 1 clicks of adomain 'takeda.com', 5 impressions of adomain 'temu.com' with mean price 0.0, 1 clicks of adomain 'thefreshmarket.com', 2 impressions of adomain 'thefreshmarket.com' with mean price 0.2, 5 impressions of adomain 'tjx.com' with mean price 0.0, 2 impressions of adomain 'torxmedia.com' with mean price 0.1, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.2, 1 impressions of adomain 'track.brannege.com' with mean price 0.1, 6 impressions of adomain 'track.myinder.com' with mean price 0.1, 1 impressions of adomain 'travelshows.com' with mean price 0.2, 3 impressions of adomain 'tums.com' with mean price 0.6, 1 impressions of adomain 'twoarrowscleaning.com' with mean price 0.5, 1 impressions of adomain 'tysonfoods.com' with mean price 0.7, 4 impressions of adomain 'ubykotex.com' with mean price 0.6, 1 impressions of adomain 'ultimatepetnutrition.com' with mean price 0.0, 1 impressions of adomain 'uphold.com' with mean price 0.0, 2 impressions of adomain 'upwork.com' with mean price 0.0, 2 impressions of adomain 'vail.com' with mean price 0.1, 1 impressions of adomain 'verizon.com' with mean price 0.9, 86 impressions of adomain 'verizonwireless.com' with mean price 0.1, 6 impressions of adomain 'vicks.com' with mean price 0.6, 3 impressions of adomain 'vinegar.com' with mean price 0.2, 2 impressions of adomain 'visitplano.com' with mean price 1.7, 1 impressions of adomain 'voltarengel.com' with mean price 0.5, 1 impressions of adomain 'vsp.com' with mean price 0.1, 27 impressions of adomain 'walgreens.com' with mean price 0.7, 4 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'wamu.org' with mean price 2.6, 1 impressions of adomain 'whatisshingles.com' with mean price 0.3, 1 impressions of adomain 'wheaton.edu' with mean price 0.9, 1 impressions of adomain 'willo.video' with mean price 0.1, 1 impressions of adomain 'wurl.com' with mean price 0.8, 5 impressions of adomain 'www.niuaigo.com' with mean price 0.1, 9 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'www2.americamorningsupply.com' with mean price 6.2, 3 impressions of adomain 'xifaxan.com' with mean price 0.1, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.3, 2 impressions of adomain 'zales.com' with mean price 0.8; 8 sessions in app 'com.tripledot.woodoku', 31 ad_requests with mean bid_floor 8.6; 2 sessions in app 'com.uckam.reader', 10 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.yolostudio.theimpostor', 1 ad_requests with mean bid_floor 0.0; 5 sessions in app 'de.combike', 5 ad_requests with mean bid_floor 5.2; 2 sessions in app 'group.luxgreat.sudoku', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 14.3; 3 sessions in app 'in.playsimple.tripcross', 8 ad_requests with mean bid_floor 11.5; 21 sessions in app 'in.playsimple.wordtrip', 103 ad_requests with mean bid_floor 13.9; 5 sessions in app 'in.ujjawalapps.mausam', 12 ad_requests with mean bid_floor 5.2; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.8; 1 sessions in app 'mobi.redstonegames.mahjongsolitaire', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'mobil.slayer.smarttyper', 1 ad_requests with mean bid_floor 5.2; 10 sessions in app 'nine.skip.solitaire', 19 ad_requests with mean bid_floor 5.2; 2 sessions in app 'org.fitrunner', 2 ad_requests with mean bid_floor 5.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 14974;channel is 'USA/I/bidmachine/com.tripledot.solitaire/False/197';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.955389126805098;partition is 3869
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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 '243023f7-35d4-4d5a-82d5-c14ffc69aba5';uuid is 'e7fab5a6-7011-406c-a6c3-5584d5e94cc4';bid_timestamp is '2025-01-13 2:09:20';device_id is '243023f7-35d4-4d5a-82d5-c14ffc69aba5';biddate is '2025-01-13';country is 'USA';app is 'com.nicemusicplayer.zeromp3player';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 4.42075309722089;target_cpi is 0.703527328724997;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.010706 ;min_floor is 0.010706 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 88247 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.87;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 88247;hour is '2025-01-13 02:00:00+00:00';day_of_week is '0';os_version is 10;user_behavior is :[4 sessions in app 'Pocket7games', 5 ad_requests with mean bid_floor 5.2; 6 sessions in app 'ball.sort.color.water.puzzle.games', 57 ad_requests with mean bid_floor 5.0; 10 sessions in app 'co.aviagames.bingo.samsung', 70 ad_requests with mean bid_floor 44.4; 17 sessions in app 'co.aviagames.mtp.billiards.samsung', 98 ad_requests with mean bid_floor 61.3; 18 sessions in app 'co.aviagames.mtp.bingobattle.samsung', 127 ad_requests with mean bid_floor 71.6; 7 sessions in app 'co.aviagames.mtp.solitaire.samsung', 40 ad_requests with mean bid_floor 33.5; 5 sessions in app 'co.aviagames.pocket7games.samsung', 23 ad_requests with mean bid_floor 40.7; 1 sessions in app 'com.LoopGames.Yatzy', 13 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.YsoCorp.NinjaHands', 9 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.airhorn.sounds.prank.haircut.fartprank.joke', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.bitmango.go.bubblepop', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.blackout.match3', 16 ad_requests with mean bid_floor 6.8; 2 sessions in app 'com.blackout.spades', 41 ad_requests with mean bid_floor 14.7; 1 sessions in app 'com.bravestars.doll.dressup.princess.coloringgame', 114 ad_requests with mean bid_floor 27.2, 1 impressions of adomain 'bidease.com_102661' with mean price 0.2; 1 sessions in app 'com.dfp.qrt.cei', 6 ad_requests with mean bid_floor 2.7; 2 sessions in app 'com.enflick.android.TextNow', 2 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.ezt.pdfreader.pdfviewer', 7 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.figzab.hazelcde', 99 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.findphone.byclapping.finder', 6 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.game.bingocash', 43 ad_requests with mean bid_floor 33.3; 11 sessions in app 'com.gma.water.sort.puzzle', 1001 ad_requests with mean bid_floor 9.1, 2 impressions of adomain 'carry1st.com' with mean price 25.5, 1 impressions of adomain 'hp.com' with mean price 0.3, 1 clicks of adomain 'playstudios.com', 1 impressions of adomain 'playstudios.com' with mean price 18.8, 3 clicks of adomain 'zedge.net', 3 impressions of adomain 'zedge.net' with mean price 23.9; 2 sessions in app 'com.gosub60.sol5', 93 ad_requests with mean bid_floor 6.2; 2 sessions in app 'com.gsgolden.skin.sssdragon', 25 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.icu.quickscan.pro', 154 ad_requests with mean bid_floor 3.4; 2 sessions in app 'com.kayac.level_up_number', 47 ad_requests with mean bid_floor 4.4, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'justdice.io' with mean price 0.2, 2 impressions of adomain 'papaya.com' with mean price 0.5, 1 clicks of adomain 'playstudios.com', 1 impressions of adomain 'playstudios.com' with mean price 15.9, 1 impressions of adomain 'solitairecash.com' with mean price 1.0; 1 sessions in app 'com.lszenlamzr.parkingjam', 10 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.luckifygames.luckycasino', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.naturalmotion.customstreetracer2', 43 ad_requests with mean bid_floor 83.2; 162 sessions in app 'com.nicemusicplayer.zeromp3player', 561 ad_requests with mean bid_floor 1.5; 3 sessions in app 'com.one.manager', 15 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.papaya.bingocash', 47 ad_requests with mean bid_floor 87.3; 4 sessions in app 'com.papaya.bubblecash', 5 ad_requests with mean bid_floor 4.2; 9 sessions in app 'com.papaya.solitairecash', 21 ad_requests with mean bid_floor 67.7; 3 sessions in app 'com.pixel.art.coloring.color.number', 59 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.playvalve.solitaire.spider', 81 ad_requests with mean bid_floor 98.5, 1 impressions of adomain 'papayagaming.com' with mean price 0.4; 3 sessions in app 'com.prank.sounds.funny.game.haircut.fart.air.horn', 11 ad_requests with mean bid_floor 6.0; 44 sessions in app 'com.qrcode.quick.scango', 4301 ad_requests with mean bid_floor 9.8; 1 sessions in app 'com.screwpinjamloose.causal.gamekdj', 70 ad_requests with mean bid_floor 15.4; 30 sessions in app 'com.slotsjkl.vegasmno', 1014 ad_requests with mean bid_floor 1.4; 3 sessions in app 'com.slottcamproakkkiob.boom', 123 ad_requests with mean bid_floor 4.9; 6 sessions in app 'com.snapmusi.mp3', 28 ad_requests with mean bid_floor 14.8; 1 sessions in app 'com.starplay.spider.fighter.openworld', 13 ad_requests with mean bid_floor 30.0; 1 sessions in app 'com.superbox.aos.fire2048', 9 ad_requests with mean bid_floor 1.6; 43 sessions in app 'com.surgeapp.zoe', 128 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.together.CrazyBus', 114 ad_requests with mean bid_floor 45.2; 3 sessions in app 'com.traffic.no.way.out', 103 ad_requests with mean bid_floor 3.9, 8 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.4, 1 impressions of adomain 'ioplus.link' with mean price 0.1, 1 impressions of adomain 'solitairecash.com' with mean price 1.6; 1 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.uploss.health.fasting', 15 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.wb.goog.mkx', 2 ad_requests with mean bid_floor 106.7; 1 sessions in app 'com.word.madness', 130 ad_requests with mean bid_floor 68.6; 1 sessions in app 'com.wosbeixihene.neverendelimin', 68 ad_requests with mean bid_floor 3.2; 3 sessions in app 'com.x4d.live.wallpaper.pixel4d.hd4k', 15 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.zm.nuts', 175 ad_requests with mean bid_floor 71.3, 1 impressions of adomain 'bidease.com_101931' with mean price 0.5, 1 impressions of adomain 'bidease.com_102638' with mean price 0.2, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'softbakedapps.com' with mean price 0.2; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 4.4; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 10.1; 1 sessions in app 'io.supercent.downhill', 2 ad_requests with mean bid_floor 2.6; 1 sessions in app 'io.voodoo.paper2', 13 ad_requests with mean bid_floor 47.1; 2 sessions in app 'misplayer.games.archery', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'net.uploss.water_app', 8 ad_requests with mean bid_floor 2.0; 12 sessions in app 'solitaire.patience.card.games.klondike.free', 189 ad_requests with mean bid_floor 15.8; 1 sessions in app 'spider.solitaire.classic.solitaire.card.games', 9 ad_requests with mean bid_floor 20.4; 4 sessions in app 'start.flixInsight.com', 22 ad_requests with mean bid_floor 0.5; 2 sessions in app 'sudoku.classic.brain.number.puzzle.games', 29 ad_requests with mean bid_floor 14.9];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 24;channel is 'USA/I/applovin/com.nicemusicplayer.zeromp3player/False/117';time_since_click_in_hours is 25;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.382254592848418;partition is 820
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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 'b2436a29-678e-41b1-a6cc-b5c78068d5d0';uuid is '84d5fcca-554e-49a5-9e3f-e2052ad454f9';bid_timestamp is '2025-01-13 22:01:10';device_id is 'b2436a29-678e-41b1-a6cc-b5c78068d5d0';biddate is '2025-01-13';country is 'USA';app is 'com.mobilityware.freecell';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 6.58221378171711;target_cpi is 1.00683165181269;campaign is 57945;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vie';bid_floor is 2.024727 ;min_floor is ;bidmachine_placement_value is 4;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 72921 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.13;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 72915;hour is '2025-01-13 22:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'com.astarsoftware.hearts', 197 ad_requests with mean bid_floor 16.1; 17 sessions in app 'com.astarsoftware.spades', 2764 ad_requests with mean bid_floor 19.7; 3 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'Valtoco.com' with mean price 1.4, 1 impressions of adomain 'kohls.com' with mean price 0.7, 3 impressions of adomain 'ubrelvy.com' with mean price 2.4; 58 sessions in app 'com.mobilityware.freecell', 1691 ad_requests with mean bid_floor 10.6, 17 impressions of adomain 'ache.org' with mean price 0.5, 2 impressions of adomain 'agentboost.com' with mean price 0.3, 1 impressions of adomain 'amazon.com' with mean price 0.1, 2 impressions of adomain 'americanbar.org' with mean price 0.1, 1 impressions of adomain 'asus.com' with mean price 0.1, 1 impressions of adomain 'betr.app' with mean price 0.2, 2 impressions of adomain 'bk.com' with mean price 0.2, 1 impressions of adomain 'centrum.com' with mean price 0.4, 2 impressions of adomain 'cobenfyhcp.com' with mean price 0.1, 2 impressions of adomain 'crumblcookies.com' with mean price 0.1, 2 impressions of adomain 'crypto.com' with mean price 0.1, 1 impressions of adomain 'daytonabeach.com' with mean price 0.1, 1 impressions of adomain 'depend.com' with mean price 0.1, 7 impressions of adomain 'dollargeneral.com' with mean price 0.2, 2 impressions of adomain 'drpepper.com' with mean price 1.1, 1 impressions of adomain 'duke-energy.com' with mean price 0.1, 1 impressions of adomain 'dynamichealthcarolinas.com' with mean price 0.2, 3 impressions of adomain 'espnbet.com' with mean price 0.3, 7 impressions of adomain 'facebook.com' with mean price 10.5, 2 impressions of adomain 'fiverr.com' with mean price 7.5, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'freestylelibre.us' with mean price 0.6, 3 impressions of adomain 'globalrelay.com' with mean price 0.1, 1 impressions of adomain 'golfzongolf.com' with mean price 0.2, 1 impressions of adomain 'grammarly.com' with mean price 0.1, 1 impressions of adomain 'hallmark.com' with mean price 3.7, 1 impressions of adomain 'honda.com' with mean price 0.3, 1 clicks of adomain 'honda.com', 2 impressions of adomain 'illinoislottery.com' with mean price 0.1, 1 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'jeep.com' with mean price 0.2, 1 impressions of adomain 'kashkick.com' with mean price 0.1, 14 impressions of adomain 'kohls.com' with mean price 0.2, 4 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'lipton.com' with mean price 0.3, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 1 impressions of adomain 'mars.com' with mean price 0.2, 1 impressions of adomain 'mnk.com' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 4 impressions of adomain 'mountvernon.org' with mean price 0.4, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 7.6, 1 impressions of adomain 'nexl.cloud' with mean price 1.2, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 3 impressions of adomain 'paypal.com' with mean price 0.4, 1 impressions of adomain 'publix.com' with mean price 0.4, 1 impressions of adomain 'right-angle.pro' with mean price 0.2, 1 impressions of adomain 'rocketmortgage.com' with mean price 0.1, 1 impressions of adomain 'saucony.com' with mean price 0.1, 1 impressions of adomain 'scorewarrior.com' with mean price 2.1, 1 clicks of adomain 'scorewarrior.com', 2 impressions of adomain 'simplyagree.com' with mean price 0.2, 2 impressions of adomain 'sourpatchkids.com' with mean price 0.4, 9 impressions of adomain 'spectrum.com' with mean price 5.4, 1 clicks of adomain 'spectrum.com', 1 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'sweetfrog.com' with mean price 0.1, 1 impressions of adomain 'thomsonreuters.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 1.7, 1 impressions of adomain 'tums.com' with mean price 0.5, 9 impressions of adomain 'verizon.com' with mean price 0.1, 56 impressions of adomain 'verizonwireless.com' with mean price 0.1, 3 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'voltarengel.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.4, 1 impressions of adomain 'wawa.com' with mean price 0.3, 1 impressions of adomain 'zoryve.com' with mean price 0.9; 79 sessions in app 'com.mobilityware.solitaire', 6525 ad_requests with mean bid_floor 13.1, 13 impressions of adomain 'ache.org' with mean price 0.4, 1 impressions of adomain 'adata.com' with mean price 0.7, 9 impressions of adomain 'amazon.com' with mean price 0.3, 4 impressions of adomain 'americanbar.org' with mean price 0.6, 2 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'bexserohcp.com' with mean price 4.5, 1 impressions of adomain 'bipartisanpolicy.org' with mean price 1.9, 1 impressions of adomain 'biscuitville.com' with mean price 0.6, 1 impressions of adomain 'bk.com' with mean price 0.4, 1 impressions of adomain 'centrum.com' with mean price 0.3, 1 impressions of adomain 'chickensaladchick.com' with mean price 0.3, 1 impressions of adomain 'cobenfyhcp.com' with mean price 0.4, 2 impressions of adomain 'crumblcookies.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.3, 6 impressions of adomain 'dickssportinggoods.com' with mean price 0.5, 1 impressions of adomain 'discovery.com' with mean price 0.3, 11 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'duke-energy.com' with mean price 0.3, 2 impressions of adomain 'duracell.com' with mean price 0.3, 3 impressions of adomain 'earlham.edu' with mean price 0.7, 7 impressions of adomain 'enterprisecarsales.com' with mean price 18.7, 1 impressions of adomain 'espnbet.com' with mean price 3.7, 1 clicks of adomain 'espnbet.com', 3 impressions of adomain 'excedrin.com' with mean price 0.4, 1 impressions of adomain 'expediagroup.com' with mean price 3.9, 2 impressions of adomain 'finishdishwashing.com' with mean price 1.0, 2 impressions of adomain 'freestylelibre.us' with mean price 0.4, 3 impressions of adomain 'homespotter.com' with mean price 0.6, 5 impressions of adomain 'izervay.com' with mean price 0.3, 2 impressions of adomain 'joemausmitsubishi.com' with mean price 0.3, 1 impressions of adomain 'kay.com' with mean price 0.6, 3 impressions of adomain 'lavazza.com' with mean price 0.5, 1 impressions of adomain 'lenscrafters.com' with mean price 5.1, 1 impressions of adomain 'lipton.com' with mean price 1.0, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 3 impressions of adomain 'mountvernon.org' with mean price 0.4, 2 impressions of adomain 'nexium24hr.com' with mean price 0.4, 1 impressions of adomain 'nexl.cloud' with mean price 0.5, 16 impressions of adomain 'offerhives.com' with mean price 0.3, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.3, 1 impressions of adomain 'paramount.com' with mean price 1.2, 3 impressions of adomain 'paxlovid.com' with mean price 0.3, 1 impressions of adomain 'paypal.com' with mean price 0.4, 1 impressions of adomain 'pharmavite.com' with mean price 0.3, 1 impressions of adomain 'proplaintiff.ai' with mean price 0.6, 2 impressions of adomain 'robitussin.com' with mean price 0.4, 1 impressions of adomain 'sakrete.com' with mean price 1.2, 1 impressions of adomain 'samsung.com' with mean price 4.6, 8 clicks of adomain 'scorewarrior.com', 10 impressions of adomain 'scorewarrior.com' with mean price 4.1, 7 impressions of adomain 'simplyagree.com' with mean price 0.6, 1 impressions of adomain 'tfthealth.com' with mean price 0.4, 1 impressions of adomain 'thomasmurray.com' with mean price 0.5, 5 impressions of adomain 'tums.com' with mean price 0.4, 1 impressions of adomain 'uncp.edu' with mean price 0.5, 1 impressions of adomain 'vanguardinvestor.co.uk' with mean price 0.7, 1 impressions of adomain 'visitidaho.org' with mean price 0.3, 6 impressions of adomain 'voltarengel.com' with mean price 0.4, 1 impressions of adomain 'vt.edu' with mean price 0.6, 3 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'woodmenlife.com' with mean price 0.4, 2 impressions of adomain 'xtandihcp.com' with mean price 3.0, 1 impressions of adomain 'zillow.com' with mean price 0.7; 24 sessions in app 'com.n3twork.tetris', 3579 ad_requests with mean bid_floor 0.3; 3 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 17.0];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 20;channel is 'USA/I/bidmachine/com.mobilityware.freecell/False/192';time_since_click_in_hours is 20;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.429344542436211;partition is 614
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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 '7c395243-d4df-4ecf-a67a-5214d567cb95';uuid is '11d0c898-361b-44f3-80bf-576be036905f';bid_timestamp is '2025-02-06 20:56:00';device_id is '7c395243-d4df-4ecf-a67a-5214d567cb95';biddate is '2025-02-06';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 16.9911086965593;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 35.333333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 16 ;time_since_impression is 1739581 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.47;prior_theme_impressions_count is 16;prior_tag_clicks_count is 10 ;time_since_click is 1930818;hour is '2025-02-06 20:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[6 sessions in app 'com.cover.zombie.fire.shooter', 202 ad_requests with mean bid_floor 41.8; 2 sessions in app 'com.link.messages.sms', 2 ad_requests with mean bid_floor 0.0; 538 sessions in app 'com.metropcs.metrozone', 3538 ad_requests with mean bid_floor 91.7; 2 sessions in app 'com.music.youngradiopro', 4 ad_requests with mean bid_floor 0.0; 29 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1230 ad_requests with mean bid_floor 14.2, 1 clicks of adomain 'camelgames.com', 1 impressions of adomain 'camelgames.com' with mean price 6.9, 2 impressions of adomain 'healthprimal.com' with mean price 15.1, 1 clicks of adomain 'igg.com', 1 impressions of adomain 'igg.com' with mean price 7.0, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 17.0, 5 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 12.0, 1 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'oakevergames.com' with mean price 9.7, 3 impressions of adomain 'temu.com' with mean price 10.4, 3 impressions of adomain 'welloflife.com' with mean price 11.0];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 483;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 536;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.726119976769212;partition is 674
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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 '4c0ff3e2-5bba-40a6-885d-4e0be2b9d51e';uuid is '86595fc0-bbda-495e-9a57-550d33a669d2';bid_timestamp is '2025-01-23 1:31:56';device_id is '4c0ff3e2-5bba-40a6-885d-4e0be2b9d51e';biddate is '2025-01-23';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 32.80741499047;target_cpi is 1.73361925867711;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 67.84;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 277979 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.39;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 277971;hour is '2025-01-23 01:00:00+00:00';day_of_week is '3';os_version is 9;user_behavior is :[1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 71 ad_requests with mean bid_floor 20.1, 1 impressions of adomain 'nutramaxlabs.com' with mean price 1.3, 9 impressions of adomain 'walmart.com' with mean price 2.1; 5 sessions in app 'com.agedstudio.bible.trivia.knowledge', 55 ad_requests with mean bid_floor 25.0; 1 sessions in app 'com.billiards.shooting.ball.pool', 3 ad_requests with mean bid_floor 18.5; 29 sessions in app 'com.blackout.spades', 1960 ad_requests with mean bid_floor 31.4, 8 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.0, 5 clicks of adomain 'newpub.co/spades', 10 impressions of adomain 'newpub.co/spades' with mean price 34.5, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 2 impressions of adomain 'peacocktv.com' with mean price 0.4, 1 impressions of adomain 'samhsa.gov' with mean price 0.5, 6 impressions of adomain 'samsung.com' with mean price 1.8, 3 impressions of adomain 'walmart.com' with mean price 0.3; 7 sessions in app 'com.bonnie.trafficescape', 95 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.2, 1 impressions of adomain 'everesttech.net' with mean price 0.2, 1 impressions of adomain 'gatorade.com' with mean price 0.2, 1 impressions of adomain 'kohls.com' with mean price 0.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 6 impressions of adomain 'nyp.org' with mean price 1.8, 2 impressions of adomain 'philips.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 1 sessions in app 'com.fortune.phrases.android', 7 ad_requests with mean bid_floor 24.2; 4 sessions in app 'com.histudiogames.wordserenityg', 28 ad_requests with mean bid_floor 3.0; 4 sessions in app 'com.mnogogames.triviascapes', 36 ad_requests with mean bid_floor 13.0; 4 sessions in app 'com.os.airforce', 56 ad_requests with mean bid_floor 155.3; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 2.5; 6 sessions in app 'com.severex.trivia.quiz.brain.puzzle', 32 ad_requests with mean bid_floor 14.7; 146 sessions in app 'com.tripledot.spades', 2226 ad_requests with mean bid_floor 25.2, 1 impressions of adomain '9snail.com' with mean price 0.0, 2 impressions of adomain 'actionnetwork.org' with mean price 0.4, 1 impressions of adomain 'adidas.com' with mean price 0.2, 2 impressions of adomain 'admile.com' with mean price 0.3, 15 impressions of adomain 'aetnabetterhealth.com' with mean price 1.7, 2 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 1 impressions of adomain 'alkindisprinkle.com' with mean price 0.7, 12 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'americandream.com' with mean price 0.2, 15 impressions of adomain 'beiersdorf.com' with mean price 0.6, 8 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bgfoods.com' with mean price 0.5, 3 impressions of adomain 'bhsusa.com' with mean price 0.9, 1 impressions of adomain 'bimbousa.com' with mean price 0.7, 8 impressions of adomain 'boostmobile.com' with mean price 0.8, 1 impressions of adomain 'bowiebold.com' with mean price 1.8, 2 impressions of adomain 'carnival.com' with mean price 0.6, 1 impressions of adomain 'coned.com' with mean price 0.7, 1 impressions of adomain 'covergirl.com' with mean price 0.2, 2 impressions of adomain 'danone.com' with mean price 0.5, 2 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'drybarshops.com' with mean price 0.3, 1 impressions of adomain 'equinox.com' with mean price 0.5, 2 impressions of adomain 'fanatics.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'franksredhot.com' with mean price 0.7, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 2 impressions of adomain 'hcnj.us' with mean price 0.7, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.3, 1 impressions of adomain 'ivory.com' with mean price 0.5, 1 impressions of adomain 'juliska.com' with mean price 0.5, 4 impressions of adomain 'kelloggs.com' with mean price 0.4, 2 impressions of adomain 'kidultlovin.com' with mean price 0.1, 1 impressions of adomain 'kindsnacks.com' with mean price 0.6, 2 impressions of adomain 'lappmillwright.com' with mean price 0.5, 1 impressions of adomain 'lenscrafters.com' with mean price 1.1, 1 impressions of adomain 'lexus.com' with mean price 0.9, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 44 impressions of adomain 'mcdonalds.com' with mean price 0.4, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 3 impressions of adomain 'nj.betrivers.com' with mean price 0.1, 1 impressions of adomain 'no7beauty.com' with mean price 0.7, 6 impressions of adomain 'nyp.org' with mean price 3.0, 2 impressions of adomain 'olay.com' with mean price 0.5, 3 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'peakgames.net' with mean price 0.7, 1 impressions of adomain 'poise.com' with mean price 0.4, 4 impressions of adomain 'prilosecotc.com' with mean price 0.6, 1 impressions of adomain 'rasjb.org' with mean price 1.7, 3 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'smbb.com' with mean price 0.6, 4 impressions of adomain 'starbucks.com' with mean price 1.5, 1 impressions of adomain 'stellaartois.com' with mean price 0.8, 3 impressions of adomain 'stockton.edu' with mean price 0.8, 1 impressions of adomain 'stonyfield.com' with mean price 0.5, 30 impressions of adomain 'thebigm.com' with mean price 1.7, 1 impressions of adomain 'thumbage.co.kr' with mean price 0.0, 1 impressions of adomain 'truecaller.com' with mean price 0.0, 2 impressions of adomain 'us.betrivers.net' with mean price 0.1, 2 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'visitlauderdale.com' with mean price 0.3, 1 impressions of adomain 'vivistim.com' with mean price 0.5, 18 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'wawa.com' with mean price 0.4, 3 impressions of adomain 'whirlpool.com' with mean price 0.5, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'yoursecurenetguard.com' with mean price 0.1, 13 impressions of adomain 'zhounutrition.com' with mean price 0.2, 1 impressions of adomain 'zynga.com' with mean price 10.7; 1 sessions in app 'com.trivia.knowledgeispower', 6 ad_requests with mean bid_floor 3.7; 5 sessions in app 'com.unicostudio.popularwords', 50 ad_requests with mean bid_floor 3.3, 1 impressions of adomain 'amazon.com' with mean price 0.6; 3 sessions in app 'com.unicostudio.popularwords2', 22 ad_requests with mean bid_floor 2.5, 1 impressions of adomain 'zynga.com' with mean price 7.3; 1 sessions in app 'com.xmonetize.quizzland', 4 ad_requests with mean bid_floor 1.3; 4 sessions in app 'com.zm.nuts', 39 ad_requests with mean bid_floor 15.2; 2 sessions in app 'in.crossy.daily_crossword', 20 ad_requests with mean bid_floor 9.1; 1 sessions in app 'in.playsimple.wordsearch', 27 ad_requests with mean bid_floor 6.6; 1 sessions in app 'movie.trivia.film.quiz.guess.star.question.answer.knowledge.test.game', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 35 ad_requests with mean bid_floor 1.1; 2 sessions in app 'trivia.master.question.quiz.answer.crack.star.millionaire.free.knowledge', 8 ad_requests with mean bid_floor 44.6];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 77;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 77;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.510696657243841;partition is 1265
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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 '7457beac-eaf2-4ebe-8c84-5078ad25c1c6';uuid is '65aff7f6-eb9b-49c6-b73f-9eac160827d0';bid_timestamp is '2025-01-09 14:46:52';device_id is '7457beac-eaf2-4ebe-8c84-5078ad25c1c6';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 13.665706333256;target_cpi is 2;campaign is 57880;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 6.4317 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.083333;placement_historical_value is 8.047858;third_party_bid_price is 6.4317;prior_tag_impressions_count is 18 ;time_since_impression is 11413 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.93;prior_theme_impressions_count is 18;prior_tag_clicks_count is 2 ;time_since_click is 951770;hour is '2025-01-09 14:00:00+00:00';day_of_week is '3';os_version is 11;user_behavior is :[1 sessions in app 'and.lihuhu.woober', 20 ad_requests with mean bid_floor 47.9; 3 sessions in app 'com.americasbestpics', 5 ad_requests with mean bid_floor 2.1; 19 sessions in app 'com.evrika.math.club', 208 ad_requests with mean bid_floor 4.3, 1 impressions of adomain '7-eleven.com' with mean price 0.3, 36 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'boo.world' with mean price 0.1, 1 impressions of adomain 'claritin.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.2, 9 impressions of adomain 'coca-cola.com' with mean price 0.2, 9 impressions of adomain 'colgate.com' with mean price 0.3, 1 impressions of adomain 'crunch.com' with mean price 0.2, 3 impressions of adomain 'generalmills.com' with mean price 0.3, 11 impressions of adomain 'greenmountaincoffee.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 2 impressions of adomain 'kelloggs.com' with mean price 0.2, 1 impressions of adomain 'kismia.com' with mean price 0.1, 1 impressions of adomain 'lairdsuperfood.com' with mean price 0.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 2 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'peets.com' with mean price 0.2, 1 impressions of adomain 'pepsico.com' with mean price 0.5, 2 impressions of adomain 'philips.com' with mean price 0.3, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 1 sessions in app 'com.gimica.solitaireverse', 20 ad_requests with mean bid_floor 13.5; 1 sessions in app 'com.justplay.app', 4 ad_requests with mean bid_floor 0.1; 23 sessions in app 'com.kiaora.dominoes', 1890 ad_requests with mean bid_floor 54.8; 52 sessions in app 'com.kiwifun.game.android.math.master', 1502 ad_requests with mean bid_floor 27.3, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'hrblock.com' with mean price 0.3, 1 impressions of adomain 'jeep.com' with mean price 0.5, 1 impressions of adomain 'livecoppersocial.com' with mean price 1.0, 5 impressions of adomain 'risingwings.com' with mean price 7.0; 215 sessions in app 'com.metropcs.metrozone', 922 ad_requests with mean bid_floor 99.4; 36 sessions in app 'com.miniclip.eightballpool', 245 ad_requests with mean bid_floor 4.4, 1 impressions of adomain 'risingwings.com' with mean price 23.4; 4 sessions in app 'com.pnixgames.golfkingwt', 5 ad_requests with mean bid_floor 97.1; 75 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1745 ad_requests with mean bid_floor 13.7, 1 impressions of adomain 'mhitpoker.com' with mean price 17.8, 1 impressions of adomain 'oakevergames.com' with mean price 12.3, 1 impressions of adomain 'priceline.com' with mean price 6.8, 7 impressions of adomain 'risingwings.com' with mean price 21.0, 2 impressions of adomain 'tech.pokergaga.net' with mean price 22.0, 1 impressions of adomain 'tiktok.com' with mean price 3.3; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.4; 3 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.zimad.domino.rivals', 13 ad_requests with mean bid_floor 15.5; 41 sessions in app 'com.zm.crossmath', 1210 ad_requests with mean bid_floor 51.0, 2 impressions of adomain 'adidas.com' with mean price 0.0, 48 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'belkin.com' with mean price 0.2, 1 impressions of adomain 'benadryl.com' with mean price 0.2, 1 impressions of adomain 'benjaminone.com' with mean price 0.0, 1 impressions of adomain 'bluetriton.com' with mean price 0.4, 2 impressions of adomain 'bumble.com' with mean price 0.0, 2 impressions of adomain 'campbells.com' with mean price 0.3, 3 impressions of adomain 'clorox.com' with mean price 0.2, 11 impressions of adomain 'coca-cola.com' with mean price 0.3, 10 impressions of adomain 'colgate.com' with mean price 0.3, 5 impressions of adomain 'dyson.com' with mean price 0.2, 2 impressions of adomain 'galderma.com' with mean price 0.2, 6 impressions of adomain 'greenmountaincoffee.com' with mean price 0.2, 7 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'hertz.com' with mean price 0.1, 1 impressions of adomain 'hims.com' with mean price 0.4, 1 impressions of adomain 'justdice.io' with mean price 0.0, 1 impressions of adomain 'kleenex.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'listerine.com' with mean price 0.2, 5 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'oneaday.com' with mean price 0.2, 6 impressions of adomain 'orgain.com' with mean price 0.4, 18 impressions of adomain 'otterbox.com' with mean price 0.3, 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 'philips.com' with mean price 0.2, 1 impressions of adomain 'powerfortomorrow.org' with mean price 0.6, 6 impressions of adomain 'risingwings.com' with mean price 8.8, 1 clicks of adomain 'risingwings.com', 2 impressions of adomain 'starbucks.com' with mean price 0.2, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 impressions of adomain 'tylenol.com' with mean price 0.3, 6 impressions of adomain 'wildplanetfoods.com' with mean price 0.2, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 6.6; 4 sessions in app 'in.playsimple.wordtrip', 19 ad_requests with mean bid_floor 17.3; 5 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 46 ad_requests with mean bid_floor 7.0, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'unleashingourpotential.com' with mean price 0.2; 5 sessions in app 'loppipoppi.numbermatch', 48 ad_requests with mean bid_floor 14.9, 1 impressions of adomain 'goldbond.com' with mean price 0.4, 1 impressions of adomain 'izervay.com' with mean price 0.6, 1 impressions of adomain 'subaru.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'woundedwarriorproject.org' with mean price 0.5; 3 sessions in app 'onetap.game.tictactoe', 13 ad_requests with mean bid_floor 5.4; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 10.6; 11 sessions in app 'traffic.parking.jam.escape.car3d.games', 147 ad_requests with mean bid_floor 8.1, 2 impressions of adomain 'flixchatter.net' with mean price 0.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 264;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.802475688201716;partition is 3092
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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 'bebe2c3b-0ed3-4c09-a069-0436a71d4b0c';uuid is '5574c62b-e176-49f0-81c3-8b788103b9fc';bid_timestamp is '2025-01-02 23:32:16';device_id is 'bebe2c3b-0ed3-4c09-a069-0436a71d4b0c';biddate is '2025-01-02';country is 'USA';app is 'com.tonia.shelf.match.money.market.gain';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '71ee91ab3c537d1ad0f7a9438868f199';display_manager is 'bidmachine';raw_price is 27.5489103161322;target_cpi is 3.121901020465;campaign is 57724;creative_id is 222568;session_duration is 0 ;seller_name is 'Starve AppMaster2023';seller_id is 466;content_type is 'vi';bid_floor is 16.21821 ;min_floor is 0.0106 ;bidmachine_placement_value is 21.769352;placement_historical_value is 24.849984;third_party_bid_price is 16.21821;prior_tag_impressions_count is 2 ;time_since_impression is 2576713 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1.51;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 2576709;hour is '2025-01-02 23:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior is :[2 sessions in app 'com.Three.Point.Contest.Basketball', 3 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.bingo.ahead.android', 7 ad_requests with mean bid_floor 1.8; 3 sessions in app 'com.bingo.legends.game', 5 ad_requests with mean bid_floor 2.1; 6 sessions in app 'com.day.day.good.nice', 2623 ad_requests with mean bid_floor 49.3; 1 sessions in app 'com.enflick.android.TextNow', 1 ad_requests with mean bid_floor 44.0; 3 sessions in app 'com.ezt.monster.playground', 19 ad_requests with mean bid_floor 8.0; 11 sessions in app 'com.fcmusicplayer.app', 41 ad_requests with mean bid_floor 0.8; 2 sessions in app 'com.gamejoy.pathmaster', 38 ad_requests with mean bid_floor 4.7; 3 sessions in app 'com.intensedev.classicsolitaire.gp', 70 ad_requests with mean bid_floor 98.5; 8 sessions in app 'com.klondike.solitaire.girls.puzzle.card', 94 ad_requests with mean bid_floor 5.6; 2 sessions in app 'com.miniclip.basketballstars', 27 ad_requests with mean bid_floor 2.4; 11 sessions in app 'com.miniclip.eightballpool', 215 ad_requests with mean bid_floor 7.4, 1 clicks of adomain 'lootlane.us', 1 impressions of adomain 'lootlane.us' with mean price 51.4; 21 sessions in app 'com.mobilityware.Hearts', 615 ad_requests with mean bid_floor 54.3, 1 impressions of adomain 'freecash.com' with mean price 39.0; 4 sessions in app 'com.solitaire.classic.game', 190 ad_requests with mean bid_floor 98.0, 4 impressions of adomain 'amazon.com' with mean price 1.3, 1 impressions of adomain 'purina.com' with mean price 1.8, 1 impressions of adomain 'ultimahealth.com' with mean price 11.8; 4 sessions in app 'com.sweetbingo.bonanzagame.fancyvaults.lucky', 40 ad_requests with mean bid_floor 25.7; 7 sessions in app 'com.talent.billiards.balls.merge', 64 ad_requests with mean bid_floor 2.3; 8 sessions in app 'com.tetrox.bowl', 10 ad_requests with mean bid_floor 95.9; 2 sessions in app 'com.toto.jcyj.mvmix', 13 ad_requests with mean bid_floor 14.2; 12 sessions in app 'com.tripledot.solitaire', 1840 ad_requests with mean bid_floor 10.0, 1 impressions of adomain 'freecash.com' with mean price 65.7, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 43.6, 1 impressions of adomain 'www.puzzlecard.top' with mean price 55.6, 1 clicks of adomain 'www.solitairecardstudio.com', 2 impressions of adomain 'www.solitairecardstudio.com' with mean price 49.5, 1 clicks of adomain 'www.vitastudio.ai', 2 impressions of adomain 'www.vitastudio.ai' with mean price 58.9; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 2.8; 8 sessions in app 'com.uband.mp3.and', 29 ad_requests with mean bid_floor 11.5; 13 sessions in app 'com.wildcard.spadespop', 240 ad_requests with mean bid_floor 19.1; 5 sessions in app 'eightball.pool.live.eightballpool.billiards', 41 ad_requests with mean bid_floor 1.4; 5 sessions in app 'in.playsimple.wordtrip', 42 ad_requests with mean bid_floor 12.2; 34 sessions in app 'pl.lukok.draughts', 340 ad_requests with mean bid_floor 44.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 715;channel is 'USA/V/bidmachine/com.tonia.shelf.match.money.market.gain/False/466';time_since_click_in_hours is 716;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.163118406071681;partition is 3787
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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 'ba95e914-0a57-49eb-a89a-b886b991d5e9';bid_timestamp is '2025-02-02 14:09:09';device_id is '6bd97b95-e205-4eff-bb34-734871ef2d4f';biddate is '2025-02-02';country is 'USA';app is 'com.bittorrent.client';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'bidmachine';raw_price is 0.0287886328161296;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 0 ;seller_name is 'RainCo HK Limited';seller_id is 520;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 33.491312;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-02 14:00:00+00:00';day_of_week is '6';os_version is 15;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.bittorrent.client/False/520';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.472983468703123;partition is 2213
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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 '786e0a38-bb4e-49f1-ad16-3c7569be0da1';bid_timestamp is '2025-01-29 6:32:54';device_id is '5a82a1f3-f6af-4c1e-b8cd-f058237fe3fc';biddate is '2025-01-29';country is 'USA';app is 'com.appzap.learncprogramminginhindi';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'chartboost-android-sdk';raw_price is 0.250696233785076;target_cpi is 0.3;campaign is 58188;creative_id is 229453;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-29 06:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.appzap.learncprogramminginhindi/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.00428868130879644;partition is 2224
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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 'a0ffd16a-d32b-4fc0-8289-0f859ac128c4';uuid is '54dc8541-a6f7-45c6-ab89-fc0095b6ca64';bid_timestamp is '2024-12-21 2:02:49';device_id is 'a0ffd16a-d32b-4fc0-8289-0f859ac128c4';biddate is '2024-12-21';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 13.2288090560181;target_cpi is 1.48249928366958;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.491525;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 510670 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.53;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is 510657;hour is '2024-12-21 02:00:00+00:00';day_of_week is '5';os_version is 10;user_behavior is :[1 sessions in app 'com.blackout.spades', 27 ad_requests with mean bid_floor 34.2; 89 sessions in app 'com.gamovation.tileclub', 11013 ad_requests with mean bid_floor 4.3, 51 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'adobe.com' with mean price 0.0, 2 impressions of adomain 'boconcept.com' with mean price 0.2, 2 impressions of adomain 'cadillac.com' with mean price 0.0, 1 impressions of adomain 'countingmypennies.com' with mean price 0.0, 3 impressions of adomain 'getwavetune.com' with mean price 0.1, 2 impressions of adomain 'irishspring.com' with mean price 0.0, 24 impressions of adomain 'lenovo.com' with mean price 0.0, 2 impressions of adomain 'lorealparisusa.com' with mean price 0.0, 7 impressions of adomain 'maybelline.com' with mean price 0.0, 14 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 0.0, 1 clicks of adomain 'newpub.co/klondikesolitaire', 5 impressions of adomain 'nyxcosmetics.com' with mean price 0.0, 5 impressions of adomain 'samsung.com' with mean price 0.0, 1 impressions of adomain 'soundofprofound.com' with mean price 0.1, 1 impressions of adomain 'stanford.edu' with mean price 0.0, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 2 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0; 3 sessions in app 'com.ksgmobileinc.lobstermaniaslots', 3 ad_requests with mean bid_floor 5.2; 34 sessions in app 'com.mattel163.skipbo', 1021 ad_requests with mean bid_floor 3.2, 1 impressions of adomain 'centerfoldsofboston.com' with mean price 1.5, 1 impressions of adomain 'neit.edu' with mean price 2.1, 2 clicks of adomain 'productmadness.com', 4 impressions of adomain 'productmadness.com' with mean price 17.4; 4 sessions in app 'com.mobilityware.Spades', 284 ad_requests with mean bid_floor 9.6; 3 sessions in app 'com.newpubco.spades', 73 ad_requests with mean bid_floor 2.6, 1 clicks of adomain 'ads.netapop.com', 1 impressions of adomain 'ads.netapop.com' with mean price 4.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.5; 4 sessions in app 'com.peoplefun.wordcross', 27 ad_requests with mean bid_floor 6.2; 32 sessions in app 'com.playvalve.spades', 2840 ad_requests with mean bid_floor 84.1, 1 impressions of adomain 'albertsons.com' with mean price 0.4, 3 impressions of adomain 'colgate.com' with mean price 0.2, 8 impressions of adomain 'instagram.com' with mean price 1.6, 2 impressions of adomain 'jobs.tjx.com' with mean price 1.3; 13 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 696 ad_requests with mean bid_floor 11.8, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 7.3, 1 impressions of adomain 'oakevergames.com' with mean price 4.7, 1 clicks of adomain 'welloflife.com', 1 impressions of adomain 'welloflife.com' with mean price 5.9; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 5.5; 2 sessions in app 'com.tripledot.woodoku', 12 ad_requests with mean bid_floor 4.2; 6 sessions in app 'com.vegas.casino.slothbunm', 88 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 9.6; 1 sessions in app 'com.wordgame.words.connect', 2 ad_requests with mean bid_floor 6.4; 5 sessions in app 'in.playsimple.wordtrip', 9 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 ;time_since_impression_in_hours is 141;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 142;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.439680059491066;partition is 1727
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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 'b675734a-9101-4715-aa88-6ebe8639547a';uuid is '854a6461-25fe-4185-8f6a-2b76790b448c';bid_timestamp is '2024-12-16 0:16:07';device_id is 'b675734a-9101-4715-aa88-6ebe8639547a';biddate is '2024-12-16';country is 'USA';app is 'kidultlovin.word.zen';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 2.13646498579609;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vi';bid_floor is 1.266 ;min_floor is 0.0106 ;bidmachine_placement_value is 10.884676;placement_historical_value is 1.389714;third_party_bid_price is 1.266;prior_tag_impressions_count is 2 ;time_since_impression is 112671 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.31;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 112611;hour is '2024-12-16 00:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 25 ad_requests with mean bid_floor 3.0; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 8.6; 1 sessions in app 'com.gamovation.tileclub', 2 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.peoplefun.wordcross', 11 ad_requests with mean bid_floor 7.7; 2 sessions in app 'com.staplegames.spades', 169 ad_requests with mean bid_floor 35.9; 4 sessions in app 'com.tripledot.woodoku', 15 ad_requests with mean bid_floor 7.0; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 7.1; 2 sessions in app 'com.wordgame.words.connect', 3 ad_requests with mean bid_floor 9.1; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 9.6; 4 sessions in app 'in.playsimple.wordsearch', 22 ad_requests with mean bid_floor 10.8; 9 sessions in app 'in.playsimple.wordtrip', 72 ad_requests with mean bid_floor 21.2; 64 sessions in app 'kidultlovin.word.zen', 37627 ad_requests with mean bid_floor 26.7, 1 impressions of adomain '5252slot.com' with mean price 1.3, 1 impressions of adomain '7-eleven.com' with mean price 0.1, 1 impressions of adomain 'Umass.edu' with mean price 0.2, 1 impressions of adomain 'acehardware.com' with mean price 0.4, 1 impressions of adomain 'airmusictech.com' with mean price 1.3, 10 impressions of adomain 'allergan.com' with mean price 0.2, 7 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'americangreetings.com' with mean price 0.5, 1 impressions of adomain 'americanhumane.org' with mean price 0.1, 2 clicks of adomain 'amsoil.com', 2 impressions of adomain 'amsoil.com' with mean price 1.3, 3 impressions of adomain 'archildrens.org' with mean price 0.9, 50 impressions of adomain 'autoinsurance.org' with mean price 0.2, 5 impressions of adomain 'beiersdorf.com' with mean price 0.4, 25 impressions of adomain 'bluetriton.com' with mean price 0.3, 7 impressions of adomain 'bushbeans.com' with mean price 0.1, 1 impressions of adomain 'caesars.com' with mean price 0.2, 2 impressions of adomain 'calvinklein.us' with mean price 0.3, 20 impressions of adomain 'campingworld.com' with mean price 0.1, 6 impressions of adomain 'ccsmart.org' with mean price 0.2, 15 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'claconnect.com' with mean price 0.2, 2 impressions of adomain 'coca-cola.com' with mean price 0.2, 4 impressions of adomain 'comfortdynamicstn.com' with mean price 0.2, 14 impressions of adomain 'computershare.com' with mean price 0.6, 1 impressions of adomain 'crumblcookies.com' with mean price 0.2, 10 impressions of adomain 'cspire.com' with mean price 0.7, 2 impressions of adomain 'depend.com' with mean price 0.4, 4 impressions of adomain 'distrokid.com' with mean price 0.1, 1 impressions of adomain 'drinkhint.com' with mean price 0.6, 23 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'gciradiology.com' with mean price 1.2, 1 impressions of adomain 'genesis.com' with mean price 0.6, 2 impressions of adomain 'globalpoker.com' with mean price 0.4, 2 impressions of adomain 'goodrx.com' with mean price 0.1, 3 impressions of adomain 'grammarly.com' with mean price 0.1, 7 impressions of adomain 'haleon.com' with mean price 0.3, 8 impressions of adomain 'havertys.com' with mean price 0.4, 8 impressions of adomain 'hhs.gov' with mean price 0.1, 17 impressions of adomain 'highpointclimbing.com' with mean price 0.3, 16 impressions of adomain 'homes.com' with mean price 1.6, 8 clicks of adomain 'homes.com', 72 impressions of adomain 'honda.com' with mean price 0.1, 3 impressions of adomain 'howlifeunfolds.com' with mean price 0.1, 57 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'hugoboss.com' with mean price 0.3, 2 impressions of adomain 'icyhot.com' with mean price 0.1, 2 impressions of adomain 'informatica.com' with mean price 0.6, 1 clicks of adomain 'informatica.com', 18 impressions of adomain 'intuit.com' with mean price 0.4, 14 impressions of adomain 'jazzpharma.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 2 impressions of adomain 'kellanova.com' with mean price 0.4, 3 impressions of adomain 'kelloggs.com' with mean price 0.4, 3 impressions of adomain 'kikkomanusa.com' with mean price 0.2, 2 impressions of adomain 'kindsnacks.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 clicks of adomain 'lyft.com', 1 impressions of adomain 'lyft.com' with mean price 1.4, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 6 impressions of adomain 'mechoshade.com' with mean price 1.4, 15 clicks of adomain 'metabolicmaintenance.com', 17 impressions of adomain 'metabolicmaintenance.com' with mean price 1.9, 1 clicks of adomain 'michaels.com', 1 impressions of adomain 'michaels.com' with mean price 2.5, 1 impressions of adomain 'mintmobile.com' with mean price 0.1, 2 impressions of adomain 'msfbins.com' with mean price 1.0, 3 impressions of adomain 'nationalgeographic.org' with mean price 1.7, 3 impressions of adomain 'navy.com' with mean price 0.2, 43 impressions of adomain 'nestle-watersna.com' with mean price 0.3, 1 impressions of adomain 'newbalance.com' with mean price 0.4, 3 impressions of adomain 'newpub.co' with mean price 5.0, 4 clicks of adomain 'newpub.co', 16 impressions of adomain 'northwestms.edu' with mean price 0.5, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 12 impressions of adomain 'nutramaxlabs.com' with mean price 0.4, 4 impressions of adomain 'nybakery.com' with mean price 0.2, 1 impressions of adomain 'oaklawn.com' with mean price 0.8, 5 impressions of adomain 'onewheel.com' with mean price 0.1, 5 impressions of adomain 'operationsmile.org' with mean price 0.1, 2 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'pandora.com' with mean price 0.0, 3 impressions of adomain 'papamurphys.com' with mean price 0.2, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 impressions of adomain 'patagonia.com' with mean price 0.1, 16 impressions of adomain 'paxlovid.com' with mean price 0.6, 23 impressions of adomain 'paycom.com' with mean price 0.3, 1 impressions of adomain 'pennfoster.edu' with mean price 0.1, 1 impressions of adomain 'pepsi.com' with mean price 0.2, 2 impressions of adomain 'pfizer.com' with mean price 0.6, 3 impressions of adomain 'planetfitness.com' with mean price 0.7, 7 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 clicks of adomain 'premierwellnesspicks.com', 1 impressions of adomain 'premierwellnesspicks.com' with mean price 3.0, 2 clicks of adomain 'productmadness.com', 3 impressions of adomain 'productmadness.com' with mean price 1.2, 2 impressions of adomain 'progressive.com' with mean price 0.5, 6 impressions of adomain 'purestorage.com' with mean price 0.9, 1 impressions of adomain 'quantstampfairfund.com' with mean price 0.7, 8 impressions of adomain 'renewalbyandersen.com' with mean price 0.2, 2 impressions of adomain 'revlon.com' with mean price 0.6, 1 impressions of adomain 'rexulti.com' with mean price 3.1, 1 impressions of adomain 'roblox.com' with mean price 0.0, 2 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 5 impressions of adomain 'sallyhansen.com' with mean price 0.2, 1 impressions of adomain 'samsclub.com' with mean price 0.7, 4 impressions of adomain 'scottbrand.com' with mean price 0.5, 3 impressions of adomain 'sherwin-williams.com' with mean price 0.1, 2 impressions of adomain 'simpleviewinc.com' with mean price 0.3, 7 impressions of adomain 'sling.com' with mean price 0.2, 1 impressions of adomain 'starz.com' with mean price 0.6, 1 impressions of adomain 'strunkaccess.com' with mean price 0.1, 15 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'surveymonkey.com' with mean price 0.1, 4 impressions of adomain 'tempursealy.com' with mean price 0.3, 5 impressions of adomain 'textnow.com' with mean price 1.9, 5 clicks of adomain 'textnow.com', 1 impressions of adomain 'toyotaofjackson.com' with mean price 0.1, 1 impressions of adomain 'tubitv.com' with mean price 0.7, 1 impressions of adomain 'tysonfoods.com' with mean price 0.5, 1 impressions of adomain 'unl.edu' with mean price 1.4, 1 impressions of adomain 'usw.edu' with mean price 1.8, 203 impressions of adomain 'walmart.com' with mean price 1.0, 1 impressions of adomain 'weather.com' with mean price 0.0, 2 impressions of adomain 'whitecastle.com' with mean price 0.2, 12 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'woodmenlife.com' with mean price 1.0, 2 impressions of adomain 'yeswelder.com' with mean price 1.3, 1 clicks of adomain 'yeswelder.com', 2 impressions of adomain 'yourradioplace.com' with mean price 0.3, 8 impressions of adomain 'zillow.com' with mean price 0.2, 10 impressions of adomain 'zubaz.com' with mean price 0.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 31;channel is 'USA/V/bidmachine/kidultlovin.word.zen/True/126';time_since_click_in_hours is 31;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.966737242427048;partition is 997
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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 'ac050cb1-f34b-413b-ab0f-81a52204dfd6';uuid is 'af221ab3-c035-43ed-9deb-e3b2958011be';bid_timestamp is '2025-01-13 20:33:48';device_id is 'ac050cb1-f34b-413b-ab0f-81a52204dfd6';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 40.8880201767372;target_cpi is 1.28613859315516;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 42.4;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 858702 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.06;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 858697;hour is '2025-01-13 20:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[8 sessions in app 'com.blackout.spades', 923 ad_requests with mean bid_floor 34.6, 3 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 25.8, 3 impressions of adomain 'poise.com' with mean price 0.9; 3 sessions in app 'com.tripledot.woodoku', 515 ad_requests with mean bid_floor 7.8, 1 impressions of adomain 'cinfin.com' with mean price 0.3, 2 impressions of adomain 'discover.com' with mean price 1.1, 1 impressions of adomain 'drybarshops.com' with mean price 0.5, 2 impressions of adomain 'geico.com' with mean price 1.8, 1 impressions of adomain 'jared.com' with mean price 0.8, 1 impressions of adomain 'roblox.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.4; 1 sessions in app 'in.playsimple.tripcross', 130 ad_requests with mean bid_floor 7.7];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 238;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 239;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.276086035302497;partition is 3155
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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 'd97d46cf-a92d-4f9e-a2c1-3f09079c05c0';bid_timestamp is '2025-01-18 12:50:46';device_id is '9c131447-50d5-4d85-baf6-54add6c00ddb';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 '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 29.955348327119;target_cpi is 1.5;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 3.1906 ;min_floor is 3.1906 ;bidmachine_placement_value is 21.2;placement_historical_value is 27.2497;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 2.56;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-18 12:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/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 0.651099633508245;partition is 1282
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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 '57bf1388-7790-4862-9f54-7dc89e81db14';uuid is 'bea9bd2f-cfa7-42b9-a3ff-feca5c544496';bid_timestamp is '2025-01-10 18:19:51';device_id is '57bf1388-7790-4862-9f54-7dc89e81db14';biddate is '2025-01-10';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 38.3973987904821;target_cpi is 1.93681263971055;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 0.134156 ;min_floor is ;bidmachine_placement_value is 11.483333;placement_historical_value is 4.968102;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 87045 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.56;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 87037;hour is '2025-01-10 18:00:00+00:00';day_of_week is '4';os_version is 11;user_behavior is :[1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 10.2; 1 sessions in app 'com.dysugar.jewels.prince', 3 ad_requests with mean bid_floor 21.1; 1 sessions in app 'com.king.farmheroessaga', 5 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.mulheres.dasbible', 49 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.music.game.dancing.hair.beat.race', 57 ad_requests with mean bid_floor 0.8; 53 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3839 ad_requests with mean bid_floor 13.4, 4 clicks of adomain 'newpub.co', 4 impressions of adomain 'newpub.co' with mean price 8.4, 19 clicks of adomain 'newpub.co/spades', 19 impressions of adomain 'newpub.co/spades' with mean price 13.3, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 5.4, 8 impressions of adomain 'temu.com' with mean price 14.3, 5 impressions of adomain 'walmart.com' with mean price 5.3; 2 sessions in app 'in.playsimple.wordtrip', 11 ad_requests with mean bid_floor 14.2; 14 sessions in app 'kjv.bible.kingjamesbible', 313 ad_requests with mean bid_floor 37.7];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;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 24;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.567718572768027;partition is 3323
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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 '28f14823-96d8-476c-a7f3-b850620b9c95';uuid is '93697aa2-f94a-4861-ae98-047c85fdaaf4';bid_timestamp is '2024-12-22 19:53:18';device_id is '28f14823-96d8-476c-a7f3-b850620b9c95';biddate is '2024-12-22';country is 'USA';app is 'com.hyilmaz.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'ironsource';raw_price is 16.7849312102305;target_cpi is 6.69702869584562;campaign is 57661;creative_id is 229286;session_duration is 148 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'ie';bid_floor is 4.2506 ;min_floor is 4.2506 ;bidmachine_placement_value is 6.625;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.56999999999999;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-22 19:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[2 sessions in app 'com.droid27.transparentclockweather', 3 ad_requests with mean bid_floor 97.8; 75 sessions in app 'com.fuzzymobilegames.spades', 3748 ad_requests with mean bid_floor 3.2; 44 sessions in app 'com.hyilmaz.spades', 293 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.tripledot.woodoku', 23 ad_requests with mean bid_floor 6.3; 1 sessions in app 'in.playsimple.tripcross', 7 ad_requests with mean bid_floor 10.2; 12 sessions in app 'in.playsimple.wordtrip', 144 ad_requests with mean bid_floor 10.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/ironsource/com.hyilmaz.spades/False/137';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.516869521913891;partition is 388
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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 '683df4ea-daa0-4206-b2f9-18910b0837f4';uuid is '7658bfbd-c1c0-458d-b643-30032324c501';bid_timestamp is '2024-12-22 0:32:52';device_id is '683df4ea-daa0-4206-b2f9-18910b0837f4';biddate is '2024-12-22';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 10.4746418073773;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 40.423729;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 302764 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.39;prior_theme_impressions_count is 7;prior_tag_clicks_count is 6 ;time_since_click is 302758;hour is '2024-12-22 00:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[4 sessions in app 'com.king.candycrushsodasaga', 11 ad_requests with mean bid_floor 3.2; 542 sessions in app 'com.metropcs.metrozone', 3877 ad_requests with mean bid_floor 82.4; 149 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 3727 ad_requests with mean bid_floor 2.8, 2 impressions of adomain 'abcmouse.com' with mean price 0.0, 41 impressions of adomain 'adidas.com' with mean price 0.0, 4 impressions of adomain 'advanticehealth.com' with mean price 0.2, 1 impressions of adomain 'afrin.com' with mean price 0.2, 144 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 'aussiebubs.com' with mean price 0.2, 3 impressions of adomain 'aveeno.com' with mean price 0.2, 5 impressions of adomain 'bausch.com' with mean price 0.3, 1 impressions of adomain 'benadryl.com' with mean price 0.2, 26 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 6 impressions of adomain 'bluewater.org' with mean price 0.7, 1 impressions of adomain 'boppy.com' with mean price 0.1, 134 impressions of adomain 'brother-usa.com' with mean price 0.2, 1 impressions of adomain 'campbells.com' with mean price 0.2, 7 impressions of adomain 'cash.app' with mean price 0.0, 3 impressions of adomain 'celsius.com' with mean price 0.3, 1 impressions of adomain 'chewy.com' with mean price 0.1, 62 impressions of adomain 'churchdwight.com' with mean price 0.2, 1 clicks of adomain 'churchdwight.com', 9 impressions of adomain 'clorox.com' with mean price 0.2, 22 impressions of adomain 'coca-cola.com' with mean price 0.2, 23 impressions of adomain 'covergirl.com' with mean price 0.2, 1 impressions of adomain 'culturelle.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'dove.com' with mean price 0.2, 2 impressions of adomain 'dymatize.com' with mean price 0.2, 1 impressions of adomain 'earlham.edu' with mean price 0.9, 4 impressions of adomain 'elfcosmetics.com' with mean price 0.2, 10 impressions of adomain 'galderma.com' with mean price 0.2, 1 impressions of adomain 'gardenoflife.com' with mean price 0.2, 3 impressions of adomain 'gildanbrands.com' with mean price 0.1, 2 impressions of adomain 'glade.com' with mean price 0.3, 1 impressions of adomain 'goodnites.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.2, 4 impressions of adomain 'grainger.com' with mean price 0.4, 2 impressions of adomain 'greatlakesmichiganjobs.com' with mean price 0.3, 4 impressions of adomain 'haleon.com' with mean price 0.2, 3 impressions of adomain 'helenoftroy.com' with mean price 0.2, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.3, 4 impressions of adomain 'indeed.com' with mean price 0.0, 4 impressions of adomain 'izervay.com' with mean price 1.9, 3 impressions of adomain 'johnsonsbaby.com' with mean price 0.2, 4 impressions of adomain 'kenraprofessional.com' with mean price 0.3, 1 impressions of adomain 'lansingurgentcare.com' with mean price 0.9, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'learnings.com.cn' with mean price 0.0, 2 impressions of adomain 'lenovo.com' with mean price 0.1, 2 impressions of adomain 'libertytax.com' with mean price 1.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 4 impressions of adomain 'mambaby.com' with mean price 0.5, 1 impressions of adomain 'mars.com' with mean price 0.2, 1 impressions of adomain 'mattel.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 8 impressions of adomain 'meijer.com' with mean price 0.5, 6 clicks of adomain 'metabolicmaintenance.com', 17 impressions of adomain 'metabolicmaintenance.com' with mean price 4.2, 1 impressions of adomain 'methodproducts.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'moroccanoil.com' with mean price 0.2, 3 impressions of adomain 'mrsmeyers.com' with mean price 0.2, 1 impressions of adomain 'murad.com' with mean price 0.1, 7 impressions of adomain 'neutrogena.com' with mean price 0.2, 1 impressions of adomain 'newbalance.com' with mean price 0.2, 3 impressions of adomain 'newellbrands.com' with mean price 0.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 8.0, 1 impressions of adomain 'newpub.co/spades' with mean price 2.5, 4 impressions of adomain 'niveausa.com' with mean price 0.6, 4 impressions of adomain 'nocow.com' with mean price 0.3, 5 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'nowfoods.com' with mean price 0.2, 28 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'oakevergames.com' with mean price 2.3, 1 impressions of adomain 'ogxbeauty.com' with mean price 0.2, 5 impressions of adomain 'orgain.com' with mean price 0.2, 6 impressions of adomain 'papayagaming.com' with mean price 0.1, 2 impressions of adomain 'paramount.com' with mean price 0.0, 3 impressions of adomain 'pentlyconger.com' with mean price 0.1, 15 impressions of adomain 'perdue.com' with mean price 0.3, 34 impressions of adomain 'philips.com' with mean price 0.2, 2 impressions of adomain 'playsimple.in' with mean price 0.0, 9 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'pmi-worldwide.com' with mean price 0.1, 1 impressions of adomain 'pokemongolive.com' with mean price 0.1, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.1, 2 impressions of adomain 'pourri.com' with mean price 0.2, 2 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 4 clicks of adomain 'productmadness.com', 16 impressions of adomain 'productmadness.com' with mean price 2.7, 4 impressions of adomain 'redbull.com' with mean price 0.3, 24 impressions of adomain 'sallyhansen.com' with mean price 0.2, 5 impressions of adomain 'santanderus.com' with mean price 0.4, 2 impressions of adomain 'sauerbrandsinc.com' with mean price 0.1, 2 impressions of adomain 'sebastianprofessional.com' with mean price 0.2, 2 impressions of adomain 'sliding.toys' with mean price 0.2, 24 impressions of adomain 'smartypantsvitamins.com' with mean price 0.2, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.1, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'solocup.com' with mean price 0.5, 5 impressions of adomain 'stacylash.com' with mean price 0.3, 35 impressions of adomain 'starbucks.com' with mean price 0.1, 4 impressions of adomain 'starz.com' with mean price 0.4, 7 impressions of adomain 'temu.com' with mean price 0.0, 5 impressions of adomain 'textnow.com' with mean price 1.0, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'thestandardatknoxville.com' with mean price 0.0, 1 impressions of adomain 'tixr.com' with mean price 1.3, 10 impressions of adomain 'tjx.com' with mean price 0.0, 3 impressions of adomain 'tradekorea.com' with mean price 0.3, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 9 impressions of adomain 'ultimahealth.com' with mean price 0.3, 19 impressions of adomain 'unilever.com' with mean price 0.3, 2 impressions of adomain 'universalnutrition.com' with mean price 0.2, 1 impressions of adomain 'valhalla-survival.com' with mean price 0.0, 4 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'weather.com' with mean price 0.0, 5 impressions of adomain 'windex.com' with mean price 0.2, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0, 16 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0, 1 impressions of adomain 'zynga.com' with mean price 2.5, 1 clicks of adomain 'zynga.com', 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 109 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 5017 ad_requests with mean bid_floor 13.0, 1 impressions of adomain 'casinohaus.com' with mean price 3.2, 2 impressions of adomain 'gamehaus.com' with mean price 3.4, 1 impressions of adomain 'healthprimal.com' with mean price 2.8, 1 impressions of adomain 'healthsmart24.com' with mean price 3.5, 1 clicks of adomain 'metabolicmaintenance.com', 4 impressions of adomain 'metabolicmaintenance.com' with mean price 6.2, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 8.0, 19 clicks of adomain 'newpub.co/spades', 19 impressions of adomain 'newpub.co/spades' with mean price 5.1, 2 impressions of adomain 'peppermint-lips.com' with mean price 8.0, 1 clicks of adomain 'productmadness.com', 3 impressions of adomain 'productmadness.com' with mean price 3.5, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 4.2; 2 sessions in app 'com.tripledot.solitaire', 13 ad_requests with mean bid_floor 29.1; 4 sessions in app 'com.tripledot.woodoku', 33 ad_requests with mean bid_floor 6.9; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 8.7; 8 sessions in app 'in.playsimple.wordtrip', 22 ad_requests with mean bid_floor 17.5; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.5; 2 sessions in app 'net.zedge.android', 4 ad_requests with mean bid_floor 4.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 84;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 84;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.340338836254058;partition is 1441
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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 '9d86f20a-89d9-47d2-80f6-e40e74cd6861';uuid is '8d164ea3-9f2c-4f78-86d0-91e7ee428489';bid_timestamp is '2025-02-07 18:00:07';device_id is '9d86f20a-89d9-47d2-80f6-e40e74cd6861';biddate is '2025-02-07';country is 'USA';app is 'com.findmyphone.bywhistle.easilyfindphone.whistlephonefinder';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 228773;session_duration is 206 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 39.7606 ;min_floor is 39.7606 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 114149 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 4;prior_tag_clicks_count is 1 ;time_since_click is 17269461;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior is :[12 sessions in app 'com.adfone.aditup', 32 ad_requests with mean bid_floor 5.5; 4 sessions in app 'com.antivirus.viruscleaner.mobilesecurity', 10 ad_requests with mean bid_floor 6.5; 182 sessions in app 'com.breakingnewsbrief.app', 360 ad_requests with mean bid_floor 1.5; 2 sessions in app 'com.corecleaner.corecleaner', 22 ad_requests with mean bid_floor 6.6; 153 sessions in app 'com.findmyphone.bywhistle.easilyfindphone.whistlephonefinder', 23630 ad_requests with mean bid_floor 16.7; 12 sessions in app 'com.fiogonia.spades', 547 ad_requests with mean bid_floor 37.8; 1 sessions in app 'com.king.farmheroessaga', 1 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.kjv.bible.now', 154 ad_requests with mean bid_floor 11.1; 7 sessions in app 'com.moneywatch.finance.stocks', 7 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 25 ad_requests with mean bid_floor 1.5; 2 sessions in app 'com.storymatrix.drama', 24 ad_requests with mean bid_floor 55.5; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 6.6; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 6.1; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 6.5; 53 sessions in app 'net.peakgames.amy', 1935 ad_requests with mean bid_floor 12.4];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 31;channel is 'USA/I/chartboost-android-sdk/com.findmyphone.bywhistle.easilyfindphone.whistlephonefinder/False/98';time_since_click_in_hours is 4797;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.477177797620544;partition is 2234
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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 '';uuid is '034acd73-6105-4de2-b8d1-0d9d909b6989';bid_timestamp is '2025-01-28 17:01:12';device_id is 'virt:4aeb653a2f7508219d10bbb4a547bfb2';biddate is '2025-01-28';country is 'USA';app is 'sadev.mobile.androidapps';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 1.65271214466721;target_cpi is 1.2;campaign is 58196;creative_id is 229142;session_duration is 215 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 've';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.017966;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-28 17:00:00+00:00';day_of_week is '1';os_version is 11;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/sadev.mobile.androidapps/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.680917057216332;partition is 496
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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 'd697821e-42a1-4ac0-bd43-ae283139d6af';uuid is '8070109c-bafe-4bf2-9028-9364fe04208d';bid_timestamp is '2024-12-28 3:42:55';device_id is 'd697821e-42a1-4ac0-bd43-ae283139d6af';biddate is '2024-12-28';country is 'USA';app is 'com.tonia.shelf.match.money.market.gain';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 13.8923250138759;target_cpi is 0.8;campaign is 57718;creative_id is 229142;session_duration is 22 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 61244422 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1.33;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-28 03:00:00+00:00';day_of_week is '5';os_version is 9;user_behavior is :[1 sessions in app 'com.DesireGame.BridgeRunnerRush3D', 14 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.Skillbuilder.bubbleshooter', 8 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.bhe.tiles', 5 ad_requests with mean bid_floor 103.0; 2 sessions in app 'com.bingo.legends.game', 2 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.classic.cardstile.suite.poker.cactus.frost', 251 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 2 ad_requests with mean bid_floor 1.0; 9 sessions in app 'com.day.day.good.nice', 2737 ad_requests with mean bid_floor 35.2; 6 sessions in app 'com.groceryshelf.funny.puzzle.pine.wizard', 443 ad_requests with mean bid_floor 18.2, 1 impressions of adomain 'pinterest.com' with mean price 7.8; 1 sessions in app 'com.histudiogames.wordserenityg', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.marketer.greenpass', 10 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.marketer.reserverdeals', 2 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.meeseva.bazaar', 24 ad_requests with mean bid_floor 1.9; 14 sessions in app 'com.metropcs.metrozone', 39 ad_requests with mean bid_floor 126.6; 2 sessions in app 'com.oceansea.shelfclear.fishy.frenzy.tornado', 94 ad_requests with mean bid_floor 27.4; 2 sessions in app 'com.panda.shelf.bamboo.match.forest.bearcat', 23 ad_requests with mean bid_floor 9.4; 3 sessions in app 'com.peoplefun.wordsolitaire', 41 ad_requests with mean bid_floor 2.6, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'justdice.io' with mean price 1.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 2 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'textnow.com' with mean price 0.3; 1 sessions in app 'com.set.starry.plain', 54 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.severex.bingo.lottery.number', 20 ad_requests with mean bid_floor 10.4, 2 impressions of adomain 'dave.com' with mean price 1.3, 2 impressions of adomain 'justdice.io' with mean price 2.1, 1 impressions of adomain 'textnow.com' with mean price 1.0; 8 sessions in app 'com.solitairedelight.joy.game', 9 ad_requests with mean bid_floor 4.6; 9 sessions in app 'com.use.specie.scratch.card', 1403 ad_requests with mean bid_floor 74.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 17012;channel is 'USA/I/applovin/com.tonia.shelf.match.money.market.gain/True/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.831443679944527;partition is 1012
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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 'e34cb7e8-6b54-4f9d-a0be-01bcf02adb5c';uuid is '9a93b5f1-7c6d-4022-9461-df38b027417b';bid_timestamp is '2025-01-16 15:44:32';device_id is 'e34cb7e8-6b54-4f9d-a0be-01bcf02adb5c';biddate is '2025-01-16';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 22.3512355997629;target_cpi is 4.08666475870582;campaign is 57882;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 11.383611;third_party_bid_price is ;prior_tag_impressions_count is 26 ;time_since_impression is 86940 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.39;prior_theme_impressions_count is 26;prior_tag_clicks_count is 14 ;time_since_click is 431451;hour is '2025-01-16 15:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[21 sessions in app 'com.blackout.spades', 1787 ad_requests with mean bid_floor 36.5, 2 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'doubledowncasino.com' with mean price 1.5, 3 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 26.2, 3 impressions of adomain 'olly.com' with mean price 0.8, 5 impressions of adomain 'prestigebrands.com' with mean price 3.4, 1 impressions of adomain 'tacotime.com' with mean price 0.9; 4 sessions in app 'com.fbig.spades', 14 ad_requests with mean bid_floor 3.7; 12 sessions in app 'com.fiogonia.spades', 569 ad_requests with mean bid_floor 48.3; 20 sessions in app 'com.mobilityware.Spades', 1170 ad_requests with mean bid_floor 14.3, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 5.2; 6 sessions in app 'com.playvalve.spades', 167 ad_requests with mean bid_floor 78.9; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 24 ad_requests with mean bid_floor 7.5; 3 sessions in app 'com.tripledot.blackjack', 50 ad_requests with mean bid_floor 172.7; 2 sessions in app 'com.tripledot.spades', 8 ad_requests with mean bid_floor 0.6, 1 impressions of adomain 'claritin.com' with mean price 0.5, 1 impressions of adomain 'generalmills.com' with mean price 2.1, 1 impressions of adomain 'hormelfoods.com' with mean price 0.6, 1 impressions of adomain 'kellanova.com' with mean price 0.5, 1 impressions of adomain 'noosayoghurt.com' with mean price 0.5, 3 impressions of adomain 'olly.com' with mean price 0.4, 4 impressions of adomain 'takearecess.com' with mean price 0.4; 5 sessions in app 'com.wildcard.classicspades', 70 ad_requests with mean bid_floor 4.9, 10 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'aveeno.com' with mean price 0.4, 4 impressions of adomain 'bbicompany.com' with mean price 0.4, 2 impressions of adomain 'bumble.com' with mean price 0.3, 1 impressions of adomain 'churchdwight.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'dove.com' with mean price 0.3, 2 impressions of adomain 'goldbond.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'henkel-northamerica.com' with mean price 1.7, 1 impressions of adomain 'herocosmetics.us' with mean price 0.3, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 1 impressions of adomain 'learningresources.com' with mean price 0.3, 1 impressions of adomain 'libertytax.com' with mean price 1.1, 2 impressions of adomain 'lifeextension.com' with mean price 0.4, 1 impressions of adomain 'listerine.com' with mean price 0.4, 2 impressions of adomain 'm2ingredients.com' with mean price 0.3, 1 impressions of adomain 'mrsmeyers.com' with mean price 0.3, 1 impressions of adomain 'naturesbakery.com' with mean price 0.2, 1 impressions of adomain 'neutrogena.com' with mean price 0.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'ogxbeauty.com' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'philips.com' with mean price 0.3, 3 impressions of adomain 'prestigebrands.com' with mean price 2.9, 1 impressions of adomain 'pull-ups.com' with mean price 0.2, 2 impressions of adomain 'puredailycare.com' with mean price 0.3, 1 impressions of adomain 'roundtablepizza.com' with mean price 0.9, 1 impressions of adomain 'takearecess.com' with mean price 0.4, 1 impressions of adomain 'upsimples.com' with mean price 0.2, 3 impressions of adomain 'visitstockton.org' with mean price 0.6, 3 impressions of adomain 'vitalnutrients.net' with mean price 0.4, 1 impressions of adomain 'whoop.com' with mean price 0.4; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 19.7; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 17 ad_requests with mean bid_floor 0.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 24;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 120;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.791909530107908;partition is 2557
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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 '3835903b-2ff6-403c-a7ae-59d3db76b4fe';uuid is '620dbe17-e42e-42a5-b09c-1ff40513a8e5';bid_timestamp is '2024-12-30 21:16:45';device_id is '3835903b-2ff6-403c-a7ae-59d3db76b4fe';biddate is '2024-12-30';country is 'USA';app is 'com.ken.supermarket';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 6.35496860581368;target_cpi is 2;campaign is 57737;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 0.010706 ;min_floor is 0.010706 ;bidmachine_placement_value is 0.015821;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 6128259 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.92;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 6128225;hour is '2024-12-30 21:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[1 sessions in app 'com.GDGames.GeekShopArcade', 104 ad_requests with mean bid_floor 17.7; 1 sessions in app 'com.RealGC.eurobus', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.bingo.legends.game', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.blackout.backgammon', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.bluetooth.scanner.finder.auto.connect.app', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.bubblepopfrenzh.puzzlegame', 10 ad_requests with mean bid_floor 43.3; 1 sessions in app 'com.classic.blue.card', 23 ad_requests with mean bid_floor 3.4; 4 sessions in app 'com.combo.matcher', 38 ad_requests with mean bid_floor 69.7; 2 sessions in app 'com.cooking.world.chef.craze.restaurant.fever.free', 13 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.fiogonia.spades', 68 ad_requests with mean bid_floor 34.4; 15 sessions in app 'com.gamepie.airpolice', 481 ad_requests with mean bid_floor 118.2; 72 sessions in app 'com.ken.supermarket', 2192 ad_requests with mean bid_floor 2.6, 38 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'cashoomoapps.info' with mean price 1.0, 7 impressions of adomain 'cox.com' with mean price 0.6, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'dymatize.com' with mean price 0.3, 1 impressions of adomain 'evenue.net' with mean price 0.8, 1 impressions of adomain 'gatorade.com' with mean price 0.5, 1 impressions of adomain 'ibotta.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'squareup.com' with mean price 0.2, 3 impressions of adomain 'starz.com' with mean price 0.8, 1 impressions of adomain 'textnow.com' with mean price 0.2; 1 sessions in app 'com.melesta.coffeeshop', 1 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.panda.shelf.bamboo.match.forest.bearcat', 13 ad_requests with mean bid_floor 3.9; 2 sessions in app 'com.snstudio.lucky2048', 19 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.sorrykick.Mengjun', 26 ad_requests with mean bid_floor 11.6; 1 sessions in app 'com.unicostudio.popularwords', 9 ad_requests with mean bid_floor 3.1; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 5.9; 2 sessions in app 'in.playsimple.wordsearch', 63 ad_requests with mean bid_floor 16.5; 2 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 10.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1702;channel is 'USA/I/applovin/com.ken.supermarket/False/117';time_since_click_in_hours is 1702;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.590128440734922;partition is 3547
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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 'ac087ca1-bec2-4836-aa19-753239ccafa8';uuid is '36b0c63d-b708-452e-972c-8243ebc4e1bf';bid_timestamp is '2025-01-28 14:38:42';device_id is 'ac087ca1-bec2-4836-aa19-753239ccafa8';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 'b5160a4255f62206b6df34aadf82eaa2';display_manager is 'bidmachine';raw_price is 29.9999999999999;target_cpi is 3.71999999999999;campaign is 58190;creative_id is 229455;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.12;placement_historical_value is 10.197463;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 423063 ;learning is 1 ;creative_theme is 'update';user_coefficient is 1;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-28 14:00:00+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', 2 ad_requests with mean bid_floor 0.7; 63 sessions in app 'com.LoopGames.Domino', 6974 ad_requests with mean bid_floor 5.0, 4 clicks of adomain 'newpub.co', 7 impressions of adomain 'newpub.co' with mean price 53.8; 31 sessions in app 'com.billiards.shooting.ball.pool', 181 ad_requests with mean bid_floor 18.1; 53 sessions in app 'com.blackout.spades', 5531 ad_requests with mean bid_floor 32.7, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'cat.com' with mean price 0.4, 1 impressions of adomain 'livesagenorth.com' with mean price 0.9, 1 impressions of adomain 'newpub.co' with mean price 30.0, 1 impressions of adomain 'oceaniacruises.com' with mean price 0.3, 2 impressions of adomain 'palswestknox.com' with mean price 1.1, 3 impressions of adomain 'primasouthgulch.com' with mean price 0.3; 127 sessions in app 'com.easybrain.backgammon.board.games', 82476 ad_requests with mean bid_floor 12.9, 1 clicks of adomain '1000bulbs.com', 3 impressions of adomain '1000bulbs.com' with mean price 1.8, 1 impressions of adomain 'aaa.com' with mean price 1.2, 119 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'advantagesolutions.net' with mean price 1.2, 26 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'app.boostr.com' with mean price 0.4, 1 impressions of adomain 'armra.com' with mean price 0.2, 1 impressions of adomain 'arn.com' with mean price 0.3, 22 impressions of adomain 'autodealsnearyou.com' with mean price 0.9, 1 impressions of adomain 'azamara.com' with mean price 0.1, 3 impressions of adomain 'bedstore.com' with mean price 0.7, 1 impressions of adomain 'belka-games.com' with mean price 0.1, 7 impressions of adomain 'belmont.edu' with mean price 0.4, 1 impressions of adomain 'bingojourney.com' with mean price 0.1, 1 impressions of adomain 'bingoparty.com' with mean price 0.1, 2 impressions of adomain 'brown-forman.com' with mean price 0.5, 1 impressions of adomain 'cadillac.com' with mean price 0.1, 3 impressions of adomain 'clorox.com' with mean price 0.6, 4 impressions of adomain 'cocacola.com' with mean price 0.1, 4 impressions of adomain 'colgate.com' with mean price 0.1, 2 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.2, 2 impressions of adomain 'consumable.com' with mean price 0.5, 1 impressions of adomain 'coolray.com' with mean price 0.2, 1 impressions of adomain 'crossmath.gurugame.ai' with mean price 0.2, 5 impressions of adomain 'crypto.com' with mean price 0.2, 4 impressions of adomain 'daiyafoods.com' with mean price 1.2, 1 impressions of adomain 'dave.com' with mean price 0.1, 2 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'discover.com' with mean price 0.1, 3 impressions of adomain 'disneyplus.com' with mean price 0.1, 3 impressions of adomain 'doordash.com' with mean price 0.6, 4 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.3, 4 impressions of adomain 'duracell.com' with mean price 0.2, 1 impressions of adomain 'everydaywinner.net' with mean price 1.4, 1 impressions of adomain 'exmox.com' with mean price 0.2, 11 impressions of adomain 'experian.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'ghirardelli.com' with mean price 0.2, 12 impressions of adomain 'giii.com' with mean price 0.1, 1 impressions of adomain 'giovanniranausa.com' with mean price 0.4, 13 impressions of adomain 'goldbond.com' with mean price 0.1, 10 impressions of adomain 'goodnes.com' with mean price 0.4, 2 impressions of adomain 'google.com' with mean price 0.2, 2 impressions of adomain 'governorofpoker.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'harborfreight.com' with mean price 0.4, 1 impressions of adomain 'hellobonafide.com' with mean price 0.1, 1 impressions of adomain 'helloned.com' with mean price 0.1, 10 impressions of adomain 'homespotter.com' with mean price 0.6, 14 impressions of adomain 'hulu.com' with mean price 0.7, 2 impressions of adomain 'illinoislottery.com' with mean price 0.1, 1 impressions of adomain 'innogames.com' with mean price 0.1, 1 impressions of adomain 'instagram.com' with mean price 0.2, 20 impressions of adomain 'intuit.com' with mean price 0.1, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 1 impressions of adomain 'kashkick.com' with mean price 0.1, 2 impressions of adomain 'learnings.ai' with mean price 0.2, 1 impressions of adomain 'logitech.com' with mean price 0.1, 3 impressions of adomain 'lsetractor.com' with mean price 1.2, 1 impressions of adomain 'luckylandslots.com' with mean price 0.5, 4 impressions of adomain 'markanthonyintl.com' with mean price 0.1, 1 impressions of adomain 'mars.com' with mean price 0.1, 4 impressions of adomain 'mattresskingonline.com' with mean price 0.7, 1 impressions of adomain 'mccormick.com' with mean price 1.1, 10 impressions of adomain 'mechoshade.com' with mean price 1.3, 7 impressions of adomain 'meijer.com' with mean price 0.3, 1 impressions of adomain 'miller-motte.edu' with mean price 2.6, 4 impressions of adomain 'mindcrush-games.com' with mean price 0.1, 3 impressions of adomain 'mizkan.com' with mean price 0.8, 3 impressions of adomain 'mobilityware.com' with mean price 0.2, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'moshy-dev.xyz' with mean price 0.6, 9 impressions of adomain 'nashville.socialindoor.com' with mean price 0.3, 6 impressions of adomain 'nationalgeographic.org' with mean price 3.0, 1 impressions of adomain 'nestle-watersna.com' with mean price 0.3, 1 impressions of adomain 'nestleusa.com' with mean price 0.1, 1 impressions of adomain 'newbalance.com' with mean price 0.1, 1 impressions of adomain 'newchapter.com' with mean price 0.2, 3 impressions of adomain 'newpub.co' with mean price 2.7, 1 impressions of adomain 'odu.edu' with mean price 0.4, 3 impressions of adomain 'ohcu.org' with mean price 0.4, 3 impressions of adomain 'olay.com' with mean price 0.7, 2 impressions of adomain 'oneaday.com' with mean price 0.8, 12 impressions of adomain 'optimumnutrition.com' with mean price 0.3, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 13 impressions of adomain 'palswestknox.com' with mean price 0.7, 3 impressions of adomain 'pandaexpress.com' with mean price 0.2, 1 impressions of adomain 'paneraathome.com' with mean price 0.5, 1 impressions of adomain 'pantene.com' with mean price 1.4, 18 impressions of adomain 'paypal.com' with mean price 0.7, 1 impressions of adomain 'peacocktv.com' with mean price 0.1, 19 impressions of adomain 'planetoat.com' with mean price 0.1, 26 impressions of adomain 'playsimple.in' with mean price 0.1, 36 impressions of adomain 'playtika.com' with mean price 0.2, 2 impressions of adomain 'pluto.tv' with mean price 1.0, 6 impressions of adomain 'podcast.com' with mean price 0.1, 2 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'protalitynutrition.com' with mean price 0.1, 1 impressions of adomain 'publix.com' with mean price 0.7, 1 impressions of adomain 'pvh.com' with mean price 0.1, 1 impressions of adomain 'redfin.com' with mean price 0.1, 3 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'roborock.com' with mean price 1.4, 1 impressions of adomain 'rovio.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.8, 6 impressions of adomain 'scopely.com' with mean price 2.2, 11 impressions of adomain 'secretcitychryslerdodgejeepram.com' with mean price 0.7, 1 impressions of adomain 'seriously.com' with mean price 0.2, 1 impressions of adomain 'simplemills.com' with mean price 0.4, 23 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2, 6 impressions of adomain 'squareup.com' with mean price 0.2, 8 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'statefarm.com' with mean price 1.3, 1 impressions of adomain 'stellaartois.com' with mean price 0.3, 7 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'sunnyskiescbd.com' with mean price 0.2, 1 impressions of adomain 'support.indeed.com' with mean price 1.4, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 1 impressions of adomain 'target.com' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 2 impressions of adomain 'tennesseetogether.com' with mean price 1.7, 2 impressions of adomain 'textnow.com' with mean price 0.7, 2 impressions of adomain 'thenorthface.com' with mean price 0.3, 1 impressions of adomain 'thomsonreuters.com' with mean price 0.1, 13 impressions of adomain 'tiktok.com' with mean price 10.2, 4 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'torkusa.com' with mean price 0.2, 7 impressions of adomain 'toyota.com' with mean price 0.1, 1 impressions of adomain 'traveltexas.com' with mean price 0.4, 3 impressions of adomain 'trigreenequipment.com' with mean price 0.3, 7 impressions of adomain 'tritonstonenashville.com' with mean price 1.2, 1 impressions of adomain 'truecitrus.com' with mean price 1.4, 1 impressions of adomain 'ultimatepetnutrition.com' with mean price 0.1, 15 impressions of adomain 'upside.com' with mean price 1.5, 3 clicks of adomain 'upside.com', 13 impressions of adomain 'uscellular.com' with mean price 0.3, 1 impressions of adomain 'vcu.com' with mean price 0.4, 1 impressions of adomain 'vicks.com' with mean price 0.8, 7 impressions of adomain 'vitastudio.ai' with mean price 0.2, 1 impressions of adomain 'walmart.com' with mean price 11.7, 5 impressions of adomain 'watersort.gurugame.ai' with mean price 0.2, 5 impressions of adomain 'weather.com' with mean price 0.1, 20 impressions of adomain 'whatisshingles.com' with mean price 0.2, 2 impressions of adomain 'wooga.com' with mean price 0.2, 1 impressions of adomain 'youtube.com' with mean price 0.3, 1 impressions of adomain 'yumearth.com' with mean price 0.1, 1 impressions of adomain 'ziplyfiber.com' with mean price 0.9, 2 impressions of adomain 'zynga.com' with mean price 0.1; 67 sessions in app 'com.fiogonia.yatzy', 2647 ad_requests with mean bid_floor 51.9; 1 sessions in app 'com.mobilityware.Spades', 31 ad_requests with mean bid_floor 26.7; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 5.9; 2 sessions in app 'com.tripledot.solitaire', 5 ad_requests with mean bid_floor 2.1; 7 sessions in app 'com.tripledot.woodoku', 14 ad_requests with mean bid_floor 5.9; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 7.8; 1 sessions in app 'free.os.jump.superbros.adventure.world', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 23.4; 2 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 8.4; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 8.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 117;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 0.617370560715777;partition is 2497
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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 '1e3d987b-dedf-445e-b2da-6b52e69bf0eb';uuid is 'c89ba81a-1aaa-4924-9b49-d3233e7bc589';bid_timestamp is '2025-01-16 11:16:03';device_id is '1e3d987b-dedf-445e-b2da-6b52e69bf0eb';biddate is '2025-01-16';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 36.4302071077962;target_cpi is 1.99693378976916;campaign is 57945;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 3.1906 ;min_floor is 3.1906 ;bidmachine_placement_value is ;placement_historical_value is 28.540042;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 1.22;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-16 11:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior is :[1 sessions in app 'car.jam.traffic.seat.unblock', 27 ad_requests with mean bid_floor 56.8; 1 sessions in app 'com.Polystation.BuildABabe', 55 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.atesgamestudio.rollance', 6 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.bitgamesoft.SuperBillyBros', 5 ad_requests with mean bid_floor 1.1; 11 sessions in app 'com.blackout.spades', 3287 ad_requests with mean bid_floor 34.9, 12 impressions of adomain 'amazon.com' with mean price 0.8, 2 impressions of adomain 'naturesbounty.com' with mean price 0.6, 4 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 24.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'solaray.com' with mean price 0.4; 2 sessions in app 'com.bonnie.trafficescape', 16 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'broyalconstruction.com' with mean price 1.0; 1 sessions in app 'com.bravestars.hair.salon.beauty', 5 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.crazylabs.amaze.game', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.crazylabs.lady.bug', 4 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.dream.free.games.match3', 488 ad_requests with mean bid_floor 33.6; 17 sessions in app 'com.easybrain.backgammon.board.games', 1414 ad_requests with mean bid_floor 11.4, 3 impressions of adomain 'adidas.com' with mean price 0.3, 5 impressions of adomain 'amazon.com' with mean price 0.6, 5 impressions of adomain 'anheuser-busch.com' with mean price 0.3, 3 impressions of adomain 'beiersdorf.com' with mean price 0.4, 11 impressions of adomain 'budlight.com' with mean price 0.7, 1 impressions of adomain 'cocacola.com' with mean price 0.2, 2 impressions of adomain 'depend.com' with mean price 0.6, 3 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'duracell.com' with mean price 0.5, 1 impressions of adomain 'genesee.edu' with mean price 1.0, 1 impressions of adomain 'giovanniranausa.com' with mean price 0.4, 2 impressions of adomain 'goodnes.com' with mean price 1.2, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 5 impressions of adomain 'hulu.com' with mean price 1.4, 5 impressions of adomain 'instagram.com' with mean price 0.2, 3 impressions of adomain 'jimmydean.com' with mean price 0.9, 1 impressions of adomain 'kelloggs.com' with mean price 1.6, 1 impressions of adomain 'mazdausa.com' with mean price 0.5, 1 impressions of adomain 'mccormick.com' with mean price 0.9, 3 impressions of adomain 'metamucil.com' with mean price 1.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 2 impressions of adomain 'rightathomefranchise.com' with mean price 1.3, 3 impressions of adomain 'samsclub.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.2, 1 impressions of adomain 'spectrum.com' with mean price 0.3, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'vicks.com' with mean price 0.9, 1 impressions of adomain 'wexinc.com' with mean price 0.2, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'xtandi.com' with mean price 0.4; 1 sessions in app 'com.fungames.blockcraft', 1 ad_requests with mean bid_floor 79.4; 1 sessions in app 'com.funny.scary.sprunky.beats', 10 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.handmark.expressweather', 3 ad_requests with mean bid_floor 57.6; 1 sessions in app 'com.happy.game.beat.music.fight.android', 17 ad_requests with mean bid_floor 0.3; 2 sessions in app 'com.horror.sprunky.beats', 40 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.jura.coloring.page', 5 ad_requests with mean bid_floor 1.1; 5 sessions in app 'com.outfit7.mytalkingangela2', 10 ad_requests with mean bid_floor 12.5; 2 sessions in app 'com.outfit7.mytalkingangelafree', 12 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.outfit7.mytalkinghank', 4 ad_requests with mean bid_floor 22.4; 1 sessions in app 'com.outfit7.mytalkingtom2', 1 ad_requests with mean bid_floor 6.6; 11 sessions in app 'com.outfit7.mytalkingtomfriends', 256 ad_requests with mean bid_floor 27.1, 5 impressions of adomain 'walmart.com' with mean price 2.4; 2 sessions in app 'com.pdfconverter.imagetopdf.pdfreader.pdfviewer.easy', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.pianonbeat.rhythm', 27 ad_requests with mean bid_floor 4.5; 14 sessions in app 'com.playvalve.solitaire.spider', 1604 ad_requests with mean bid_floor 99.4, 23 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bestbuy.com' with mean price 1.0, 2 impressions of adomain 'ezmelts.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 3 impressions of adomain 'naturesbounty.com' with mean price 0.7, 1 impressions of adomain 'refreshbrand.com' with mean price 0.8, 1 impressions of adomain 'stjohnsliving.org' with mean price 0.4, 1 impressions of adomain 'wayne.bank' with mean price 0.3, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.simulator.monster.videocall', 26 ad_requests with mean bid_floor 6.8; 22 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 771 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.transformer.monster.animation', 9 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.5; 7 sessions in app 'com.vitastudio.mahjong', 117 ad_requests with mean bid_floor 40.5; 1 sessions in app 'com.yolo.hiddenobjects', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 14.6; 2 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 10.9; 1 sessions in app 'io.voodoo.paper2', 10 ad_requests with mean bid_floor 34.4, 1 impressions of adomain 'popeyes.com' with mean price 1.5; 1 sessions in app 'jp.co.dwango.HcgDW007SandwichRun', 6 ad_requests with mean bid_floor 3.5; 10 sessions in app 'linkdesks.solitaire.rescue.story', 10 ad_requests with mean bid_floor 46.3; 7 sessions in app 'od_12659', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'spider.solitaire.card.bgames', 2 ad_requests with mean bid_floor 7.4, 7 impressions of adomain 'amazon.com' with mean price 0.6; 1 sessions in app 'video.clip.call.fake.chat.message.prank', 13 ad_requests with mean bid_floor 19.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 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 0.359561504659651;partition is 852
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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 '66e715ef-4073-4ba2-a3a0-e3c0974a1aee';uuid is '9a1e9347-9c5d-4001-8832-8fa239c18208';bid_timestamp is '2025-01-13 22:07:13';device_id is '66e715ef-4073-4ba2-a3a0-e3c0974a1aee';biddate is '2025-01-13';country is 'USA';app is 'com.tripledot.solitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 7.27428778848929;target_cpi is 4.97929876314073;campaign is 57948;creative_id is 228773;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'vie';bid_floor is 4.7806 ;min_floor is 4.7806 ;bidmachine_placement_value is ;placement_historical_value is 7.006619;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 606943 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.4;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is 1219418;hour is '2025-01-13 22:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[49 sessions in app 'com.block.juggle', 244 ad_requests with mean bid_floor 16.9; 96 sessions in app 'com.fiogonia.spades', 22101 ad_requests with mean bid_floor 32.1; 1 sessions in app 'com.gma.water.sort.puzzle', 5 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 32 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.peoplefun.wordcross', 18 ad_requests with mean bid_floor 7.0; 127 sessions in app 'com.tripledot.solitaire', 34327 ad_requests with mean bid_floor 12.0, 1 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'amax.com' with mean price 0.3, 26 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'anytimefitness.com' with mean price 0.4, 1 impressions of adomain 'atmosenergy.com' with mean price 0.1, 8 impressions of adomain 'beiersdorf.com' with mean price 0.5, 4 impressions of adomain 'bridgewater.com' with mean price 0.6, 13 impressions of adomain 'cash.app' with mean price 0.1, 5 impressions of adomain 'coca-cola.com' with mean price 0.9, 1 impressions of adomain 'cowtowncoliseum.com' with mean price 0.6, 6 impressions of adomain 'depend.com' with mean price 0.0, 223 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'drinkcirkul.com' with mean price 0.2, 1 impressions of adomain 'ducati.com' with mean price 0.5, 1 impressions of adomain 'eatiqbar.com' with mean price 0.0, 1 impressions of adomain 'ensure.com' with mean price 0.0, 2 impressions of adomain 'exmox.com' with mean price 10.0, 1 impressions of adomain 'franksredhot.com' with mean price 0.9, 1 impressions of adomain 'gaiam.com' with mean price 0.0, 32 impressions of adomain 'geico.com' with mean price 2.7, 3 impressions of adomain 'goodnes.com' with mean price 0.8, 3 impressions of adomain 'google.com' with mean price 0.0, 1 impressions of adomain 'gunshowtrader.com' with mean price 0.3, 1 impressions of adomain 'healthsmart24.com' with mean price 3.5, 1 impressions of adomain 'hertz.com' with mean price 0.1, 1 impressions of adomain 'himssconference.com' with mean price 0.3, 2 impressions of adomain 'homedepot.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.3, 10 impressions of adomain 'king.com' with mean price 2.1, 1 clicks of adomain 'king.com', 1 impressions of adomain 'lacteol.com' with mean price 0.0, 1 impressions of adomain 'longotoyotaofprosper.com' with mean price 0.7, 2 impressions of adomain 'lunagrill.com' with mean price 0.8, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'modulnovahouston.com' with mean price 0.4, 1 impressions of adomain 'neccoopenergy.com' with mean price 0.5, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 7.3, 1 clicks of adomain 'niuaigo.com', 1 impressions of adomain 'niuaigo.com' with mean price 10.0, 2 impressions of adomain 'no7beauty.com' with mean price 0.8, 1 impressions of adomain 'oneaday.com' with mean price 0.0, 1 impressions of adomain 'orgain.com' with mean price 0.0, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'pediasure.com' with mean price 0.0, 2 impressions of adomain 'playsimple.in' with mean price 0.0, 4 impressions of adomain 'playtika.com' with mean price 6.0, 2 impressions of adomain 'poise.com' with mean price 0.0, 1 impressions of adomain 'prescriberpoint.com' with mean price 1.0, 2 impressions of adomain 'productmadness.com' with mean price 5.9, 34 impressions of adomain 'progressive.com' with mean price 0.1, 7 impressions of adomain 'roguenicotine.com' with mean price 0.9, 6 impressions of adomain 'samsung.com' with mean price 0.3, 2 impressions of adomain 'similac.com' with mean price 0.9, 1 impressions of adomain 'siriusxm.com' with mean price 0.2, 1 impressions of adomain 'skylar.com' with mean price 0.0, 2 impressions of adomain 'sliding.toys' with mean price 0.3, 16 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'subaru.com' with mean price 0.6, 1 impressions of adomain 'thayers.com' with mean price 0.0, 1 impressions of adomain 'theraflu.com' with mean price 0.5, 1 impressions of adomain 'truecaller.com' with mean price 0.1, 3 impressions of adomain 'tums.com' with mean price 0.6, 3 impressions of adomain 'unilever.com' with mean price 0.0, 1 impressions of adomain 'verizonwireless.com' with mean price 0.0, 1 impressions of adomain 'visitalbuquerque.org' with mean price 0.5, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 2 impressions of adomain 'voltarengel.com' with mean price 0.6, 1 impressions of adomain 'www.gmaker.top' with mean price 11.9, 1 clicks of adomain 'www.solitairecardstudio.com', 2 impressions of adomain 'www.solitairecardstudio.com' with mean price 6.4, 27 impressions of adomain 'www.vitastudio.ai' with mean price 0.5; 5 sessions in app 'com.tripledot.woodoku', 31 ad_requests with mean bid_floor 5.9; 10 sessions in app 'in.playsimple.wordtrip', 54 ad_requests with mean bid_floor 12.8];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 168;channel is 'USA/I/bidmachine/com.tripledot.solitaire/False/197';time_since_click_in_hours is 339;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.446686168672943;partition is 1820
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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 'c98ada8d-49e6-4e93-9459-015606bcbb3c';uuid is '46017c71-3c46-49b2-9099-7ff28c622a6c';bid_timestamp is '2025-01-07 1:00:07';device_id is 'c98ada8d-49e6-4e93-9459-015606bcbb3c';biddate is '2025-01-07';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 2.55275116069242;target_cpi is 2.5;campaign is 57717;creative_id is 228773;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 12 ;time_since_impression is 389702 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.2;prior_theme_impressions_count is 12;prior_tag_clicks_count is 4 ;time_since_click is 765565;hour is '2025-01-07 01:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[1 sessions in app 'bubble.pop.origin.shooter.puzzle.gem', 76 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.blackdog.beautieparlour', 12 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.crazytycoon.gp', 189 ad_requests with mean bid_floor 21.3; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 12.2; 7 sessions in app 'com.ig.bus.out', 168 ad_requests with mean bid_floor 2.6, 5 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'arlo.com' with mean price 0.1, 6 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'cp-rewards.com' with mean price 0.2, 1 impressions of adomain 'dialsoap.com' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'haleon.com' with mean price 0.1, 4 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'king.com' with mean price 39.1, 1 clicks of adomain 'king.com', 1 impressions of adomain 'learnings.com.cn' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 2 impressions of adomain 'origin.bank' with mean price 1.1, 2 impressions of adomain 'paramount.com' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.4, 1 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.0; 62 sessions in app 'com.pin.screw.color.nuts.bolts.spin.free.game', 1902 ad_requests with mean bid_floor 2.9, 36 impressions of adomain 'adidas.com' with mean price 0.0, 17 impressions of adomain 'amazon.com' with mean price 0.3, 5 impressions of adomain 'amcplus.com' with mean price 0.1, 1 impressions of adomain 'bidease.com_101931' with mean price 0.1, 1 impressions of adomain 'bloomnu.com' with mean price 0.1, 2 impressions of adomain 'castrol.com' with mean price 0.4, 1 impressions of adomain 'chime.com' with mean price 1.6, 1 impressions of adomain 'depend.com' with mean price 0.1, 2 impressions of adomain 'directauto.com' with mean price 0.4, 5 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'gruns.co' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hims.com' with mean price 0.2, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 40 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'kashkick.com' with mean price 0.0, 1 impressions of adomain 'kialanutrition.com' with mean price 0.2, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 24 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 2 impressions of adomain 'neutrogena.com' with mean price 0.2, 3 impressions of adomain 'newbalance.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 0.2, 7 impressions of adomain 'oreo.com' with mean price 0.2, 1 impressions of adomain 'panasonic.com' with mean price 0.2, 2 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 2 impressions of adomain 'peacocktv.com' with mean price 0.2, 4 impressions of adomain 'petcurean.com' with mean price 0.2, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'roblox.com' with mean price 0.0, 4 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'self.inc' with mean price 0.0, 2 impressions of adomain 'spartanpeptides.com' with mean price 0.6, 3 impressions of adomain 'starz.com' with mean price 0.4, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'thelanelinen.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 0.0, 1 impressions of adomain 'tjx.com' with mean price 0.0, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 1 impressions of adomain 'vagisil.com' with mean price 0.1, 1 impressions of adomain 'vyvgart.com' with mean price 0.2, 2 impressions of adomain 'wkkellogg.com' with mean price 0.3, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 5 sessions in app 'com.pixelteamstudiosltd.greedylittlesnakegame', 136 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.4; 36 sessions in app 'com.zm.nuts', 1281 ad_requests with mean bid_floor 13.7, 2 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'arbys.com' with mean price 0.5, 1 impressions of adomain 'candycrushsaga.com' with mean price 12.2, 1 impressions of adomain 'shiningthroughcidp.com' with mean price 0.1, 2 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'vyvgart.com' with mean price 0.1, 1 impressions of adomain 'youtube.com' with mean price 0.2; 4 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 18.5; 1 sessions in app 'pixa.com.balancerball', 47 ad_requests with mean bid_floor 14.5; 40 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 1748 ad_requests with mean bid_floor 1.2, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 2.6, 1 impressions of adomain 'tech.pokergaga.net' with mean price 4.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 108;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 213;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.368093818287815;partition is 2586
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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 'ae896980-1762-400f-9d4b-8db9677c57a5';uuid is '945de536-a95d-41de-869e-3c01b125de99';bid_timestamp is '2025-01-03 21:48:03';device_id is 'ae896980-1762-400f-9d4b-8db9677c57a5';biddate is '2025-01-03';country is 'USA';app is 'com.matryoshka.royal.cooking.kitchen.madness';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e24458c99083a8d356c83a7d46793e28';display_manager is 'bidmachine';raw_price is 62.9270443592235;target_cpi is 23.3547675015216;campaign is 57720;creative_id is 229352;session_duration is 0 ;seller_name is 'Matryoshka';seller_id is 440;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 83.728279;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 1.81999999999999;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-03 21:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[5 sessions in app 'air.com.sgn.familyguy.gp', 6 ad_requests with mean bid_floor 3.8; 3 sessions in app 'car.jam.traffic.seat.unblock', 859 ad_requests with mean bid_floor 77.2; 3 sessions in app 'com.freeplay.knittedsort', 71 ad_requests with mean bid_floor 2.1; 2 sessions in app 'com.game.space.shooter2', 15 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.mattel163.phase10', 125 ad_requests with mean bid_floor 1.9; 22 sessions in app 'com.mobilityware.Spades', 1518 ad_requests with mean bid_floor 20.2, 1 clicks of adomain 'chardonnaypartners.com', 1 impressions of adomain 'chardonnaypartners.com' with mean price 16.8, 4 clicks of adomain 'chime.com', 6 impressions of adomain 'chime.com' with mean price 11.0, 1 impressions of adomain 'keego.store' with mean price 6.2, 1 impressions of adomain 'productmadness.com' with mean price 19.7, 1 impressions of adomain 'wbg.studio' with mean price 7.5, 2 impressions of adomain 'wedobest.com.cn' with mean price 7.3; 3 sessions in app 'com.rope.untie.tangle.master', 30 ad_requests with mean bid_floor 14.6; 1 sessions in app 'com.tripledot.woodoku', 12 ad_requests with mean bid_floor 4.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.matryoshka.royal.cooking.kitchen.madness/False/440';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.975093359792828;partition is 2813
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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 '055b927b-bb24-44bc-8234-a343ecedaed8';uuid is '455e1a8b-caaa-4332-b926-69cd29e9895d';bid_timestamp is '2024-12-15 21:21:45';device_id is '055b927b-bb24-44bc-8234-a343ecedaed8';biddate is '2024-12-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 5.34111127124171;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 50.88;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 246543 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.85;prior_theme_impressions_count is 6;prior_tag_clicks_count is 6 ;time_since_click is 246532;hour is '2024-12-15 21:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior is :[1 sessions in app 'com.blackout.spades', 135 ad_requests with mean bid_floor 29.0; 11 sessions in app 'com.handmark.expressweather', 27 ad_requests with mean bid_floor 64.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 68;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 68;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.938155227806631;partition is 395
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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 '3b6a2204-a9a4-4c04-a799-638743701aa9';uuid is 'b16633b1-f6bf-49e6-9d64-145edd737495';bid_timestamp is '2025-01-05 14:08:57';device_id is '3b6a2204-a9a4-4c04-a799-638743701aa9';biddate is '2025-01-05';country is 'USA';app is 'com.vitastudio.solitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 10.5621018427963;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 33.491312;placement_historical_value is 14.272356;third_party_bid_price is ;prior_tag_impressions_count is 38 ;time_since_impression is 49446 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.69;prior_theme_impressions_count is 38;prior_tag_clicks_count is 9 ;time_since_click is 49441;hour is '2025-01-05 14:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[4 sessions in app '8cV5kIGoO1nF', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.ADC.PackIt3D', 111 ad_requests with mean bid_floor 19.7; 8 sessions in app 'com.blackout.spades', 817 ad_requests with mean bid_floor 33.5, 1 impressions of adomain 'qualify-medicare.co' with mean price 0.5; 1 sessions in app 'com.fiogonia.mmm', 1 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.fiogonia.yatzy', 139 ad_requests with mean bid_floor 32.3; 2 sessions in app 'com.hyilmaz.spades', 31 ad_requests with mean bid_floor 9.6; 11 sessions in app 'com.mintgames.ace.solitaire', 460 ad_requests with mean bid_floor 7.9, 1 impressions of adomain 'admile.com' with mean price 0.2, 2 impressions of adomain 'becu.org' with mean price 0.1, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'brownandcrouppen.com' with mean price 0.9, 1 impressions of adomain 'hondadealers.com' with mean price 0.3, 1 impressions of adomain 'juddblack.com' with mean price 1.6, 2 impressions of adomain 'kbhome.com' with mean price 0.8, 1 impressions of adomain 'nittotire.com' with mean price 0.2, 2 impressions of adomain 'washcitylaundries.com' with mean price 0.9, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 6 impressions of adomain 'yourradioplace.com' with mean price 0.3; 40 sessions in app 'com.mobilityware.CrazyEights', 6359 ad_requests with mean bid_floor 37.5, 16 impressions of adomain '9snail.com' with mean price 0.4, 1 impressions of adomain 'DoctorDeLosSantos.com' with mean price 1.4, 2 impressions of adomain 'adcellerant.com' with mean price 0.1, 3 impressions of adomain 'adobe.com' with mean price 0.1, 3 impressions of adomain 'allergan.com' with mean price 0.1, 1 impressions of adomain 'artcyclopedia.com' with mean price 0.1, 1 impressions of adomain 'bellco.org' with mean price 0.3, 8 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'biggergames.com' with mean price 0.1, 3 impressions of adomain 'blueplatemayo.com' with mean price 0.7, 8 impressions of adomain 'boostmobile.com' with mean price 0.7, 1 impressions of adomain 'bostonscientific.com' with mean price 1.4, 2 impressions of adomain 'cactus-bp.com' with mean price 2.2, 1 clicks of adomain 'cactus-bp.com', 3 impressions of adomain 'chumbacasino.com' with mean price 0.1, 2 impressions of adomain 'commonspirit.org' with mean price 0.8, 1 impressions of adomain 'creditkarma.com' with mean price 0.1, 2 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 3 impressions of adomain 'disneyplus.com' with mean price 0.3, 4 impressions of adomain 'dollargeneral.com' with mean price 0.3, 2 impressions of adomain 'doordash.com' with mean price 0.1, 2 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.1, 1 impressions of adomain 'eosfitness.com' with mean price 1.1, 1 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'frostbank.com' with mean price 0.3, 1 impressions of adomain 'generalmills.com' with mean price 0.3, 1 clicks of adomain 'goodjobgames.com', 1 impressions of adomain 'goodjobgames.com' with mean price 3.0, 1 impressions of adomain 'helloned.com' with mean price 0.1, 1 impressions of adomain 'houstonmethodist.org' with mean price 1.0, 13 impressions of adomain 'instagram.com' with mean price 0.2, 4 impressions of adomain 'jeld-wen.com' with mean price 0.1, 2 impressions of adomain 'juddblack.com' with mean price 0.1, 2 impressions of adomain 'kettleandfire.com' with mean price 0.4, 9 impressions of adomain 'kindsnacks.com' with mean price 0.3, 2 clicks of adomain 'king.com', 5 impressions of adomain 'king.com' with mean price 4.5, 1 impressions of adomain 'kohls.com' with mean price 0.1, 4 impressions of adomain 'luckylandslots.com' with mean price 0.1, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'modot.org' with mean price 0.2, 5 impressions of adomain 'nucala.com' with mean price 0.1, 2 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'opvee.com' with mean price 1.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'pella.com' with mean price 0.3, 1 impressions of adomain 'pennfoster.edu' with mean price 0.1, 4 impressions of adomain 'pluto.tv' with mean price 0.1, 3 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 'rovio.com' with mean price 0.1, 2 impressions of adomain 'scopely.com' with mean price 0.1, 3 impressions of adomain 'spectrumretirement.com' with mean price 0.1, 2 impressions of adomain 'start.destinationelsegundo.com' with mean price 0.1, 1 impressions of adomain 'technify.vn' with mean price 3.9, 1 clicks of adomain 'technify.vn', 1 impressions of adomain 'termsfeed.com' with mean price 4.5, 1 clicks of adomain 'termsfeed.com', 1 impressions of adomain 'thelandinginrenton.com' with mean price 0.1, 2 impressions of adomain 'tiktok.com' with mean price 1.8, 9 impressions of adomain 'toyota.com' with mean price 6.4, 76 impressions of adomain 'urw.com' with mean price 0.2, 1 impressions of adomain 'vidangel.com' with mean price 0.1, 1 impressions of adomain 'washcitylaundries.com' with mean price 0.9, 1 impressions of adomain 'wkkellogg.com' with mean price 0.7, 2 impressions of adomain 'wooga.com' with mean price 4.9, 28 impressions of adomain 'zynga.com' with mean price 0.1; 15 sessions in app 'com.mobilityware.Hearts', 1189 ad_requests with mean bid_floor 12.1, 1 impressions of adomain 'fiverr.com' with mean price 1.3, 1 clicks of adomain 'healthprimal.com', 5 impressions of adomain 'healthprimal.com' with mean price 6.5, 2 clicks of adomain 'metabolicmaintenance.com', 2 impressions of adomain 'metabolicmaintenance.com' with mean price 1.3, 1 clicks of adomain 'vc32cccaa.app-ads-txt.com', 1 impressions of adomain 'vc32cccaa.app-ads-txt.com' with mean price 1.1, 1 impressions of adomain 'zynga.com' with mean price 1.9; 4 sessions in app 'com.mobilityware.PyramidFree', 217 ad_requests with mean bid_floor 15.5, 1 impressions of adomain 'Sublocade.com' with mean price 1.3, 1 impressions of adomain 'fiverr.com' with mean price 6.7; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 25 ad_requests with mean bid_floor 1.0; 1 sessions in app 'com.oakever.tiletrip', 24 ad_requests with mean bid_floor 26.2; 1 sessions in app 'com.puzzle.fun.free.matching3d', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.sngict.spades', 6 ad_requests with mean bid_floor 22.6; 2 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 142 ad_requests with mean bid_floor 10.8; 12 sessions in app 'com.tripledot.spades', 196 ad_requests with mean bid_floor 19.4, 1 impressions of adomain '7-eleven.com' with mean price 0.8, 1 impressions of adomain 'becu.org' with mean price 3.9, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'commonspirit.org' with mean price 1.8, 1 impressions of adomain 'deals.marriott.com' with mean price 0.3, 3 impressions of adomain 'frostbank.com' with mean price 0.4, 1 impressions of adomain 'generalmills.com' with mean price 4.9, 1 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'saily.com' with mean price 0.1, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5; 13 sessions in app 'com.ventogames.findthecat', 206 ad_requests with mean bid_floor 6.7; 2 sessions in app 'com.vitastudio.mahjong', 52 ad_requests with mean bid_floor 15.1; 83 sessions in app 'com.vitastudio.solitaire', 5901 ad_requests with mean bid_floor 17.0, 1 impressions of adomain 'adidas.com' with mean price 0.0, 3 impressions of adomain 'allergan.com' with mean price 0.3, 2 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'autoinsurance.org' with mean price 0.1, 5 impressions of adomain 'basf.com' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 3 impressions of adomain 'britishairways.com' with mean price 0.4, 2 impressions of adomain 'brkthru.com' with mean price 0.2, 6 impressions of adomain 'bushbeans.com' with mean price 0.2, 27 impressions of adomain 'campingworld.com' with mean price 0.2, 1 impressions of adomain 'carando.com' with mean price 0.1, 2 impressions of adomain 'chumbacasino.com' with mean price 0.2, 2 impressions of adomain 'crumblcookies.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'dnb.com' with mean price 0.2, 6 impressions of adomain 'dulcolax.com' with mean price 0.2, 3 impressions of adomain 'elevatehealth.net' with mean price 0.1, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 5 impressions of adomain 'em.honda.com' with mean price 0.2, 2 impressions of adomain 'enhertu.com' with mean price 1.7, 5 impressions of adomain 'frostbank.com' with mean price 0.2, 1 impressions of adomain 'gehealthcare.com' with mean price 0.3, 1 impressions of adomain 'gillette.com' with mean price 0.3, 10 impressions of adomain 'globalpoker.com' with mean price 0.1, 21 impressions of adomain 'gohealthuc.com' with mean price 0.2, 8 impressions of adomain 'goldbond.com' with mean price 0.7, 6 impressions of adomain 'goodrx.com' with mean price 0.2, 4 impressions of adomain 'grammarly.com' with mean price 0.2, 3 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'houstonmethodist.org' with mean price 1.8, 14 impressions of adomain 'howlifeunfolds.com' with mean price 0.2, 3 impressions of adomain 'huggies.com' with mean price 0.2, 6 impressions of adomain 'icyhot.com' with mean price 0.2, 1 impressions of adomain 'instacart.com' with mean price 0.1, 51 impressions of adomain 'jetblue.com' with mean price 0.3, 1 impressions of adomain 'jewelersmutual.com' with mean price 0.3, 3 impressions of adomain 'kelloggs.com' with mean price 0.9, 2 impressions of adomain 'kitchenaid.com' with mean price 0.1, 1 impressions of adomain 'lifetime.life' with mean price 0.5, 13 impressions of adomain 'mccormick.com' with mean price 0.9, 1 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 'metamucil.com' with mean price 0.5, 3 impressions of adomain 'mintmobile.com' with mean price 0.2, 1 impressions of adomain 'mnsure.org' with mean price 0.4, 1 impressions of adomain 'morganandco.com' with mean price 0.7, 2 impressions of adomain 'nathansfamous.com' with mean price 0.6, 16 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 1 impressions of adomain 'newpub.co' with mean price 8.5, 1 clicks of adomain 'newpub.co', 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 4.2, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'pacificfoods.com' with mean price 0.2, 2 impressions of adomain 'pandaexpress.com' with mean price 0.3, 1 impressions of adomain 'patagonia.com' with mean price 0.1, 3 impressions of adomain 'paxlovid.com' with mean price 0.6, 45 impressions of adomain 'paycom.com' with mean price 0.2, 1 impressions of adomain 'pepsi.com' with mean price 0.2, 3 impressions of adomain 'pfizer.com' with mean price 0.9, 2 impressions of adomain 'polestar.com' with mean price 1.0, 1 impressions of adomain 'prilosecotc.com' with mean price 0.5, 1 impressions of adomain 'progressive.com' with mean price 0.1, 2 impressions of adomain 'quitpartnermn.com' with mean price 0.2, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 2 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'scooterscoffee.com' with mean price 0.2, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.2, 5 impressions of adomain 'sling.com' with mean price 0.3, 1 impressions of adomain 'slocal.com' with mean price 0.2, 3 impressions of adomain 'spectrum.com' with mean price 2.3, 1 impressions of adomain 'spectrumretirement.com' with mean price 0.4, 1 impressions of adomain 'sundaraspa.com' with mean price 0.2, 1 impressions of adomain 'sunkist.com' with mean price 0.1, 6 impressions of adomain 'taxact.com' with mean price 0.3, 2 impressions of adomain 'tevapharm.com' with mean price 2.8, 3 impressions of adomain 'texasoncology.com' with mean price 0.2, 2 impressions of adomain 'thetradedesk.com' with mean price 0.1, 1 impressions of adomain 'tile.com' with mean price 0.2, 6 impressions of adomain 'trustonefinancial.org' with mean price 0.1, 2 impressions of adomain 'urw.com' with mean price 0.6, 2 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'voatx.org' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'wallingfordbuickgmc.com' with mean price 0.5, 90 impressions of adomain 'walmart.com' with mean price 1.6, 3 impressions of adomain 'wellbizbrands.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3, 1 impressions of adomain 'zillow.com' with mean price 0.1; 43 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 1423 ad_requests with mean bid_floor 12.3, 1 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 2 impressions of adomain 'amazon.com' with mean price 0.0, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'belmontvillage.com' with mean price 0.2, 1 impressions of adomain 'boehringer-ingelheim.com' with mean price 0.6, 1 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'drybarshops.com' with mean price 0.5, 3 impressions of adomain 'econtrendx.com' with mean price 0.1, 1 impressions of adomain 'expedia.com' with mean price 0.2, 1 impressions of adomain 'feel-good-foods.com' with mean price 0.1, 1 impressions of adomain 'gabberts.com' with mean price 0.3, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 1 impressions of adomain 'lakeviewfarms.com' with mean price 0.2, 2 impressions of adomain 'lambweston.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 8 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'nucala.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.5, 1 impressions of adomain 'paint.by.number' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'roundtablepizza.com' with mean price 0.7, 2 impressions of adomain 'scooterscoffee.com' with mean price 0.2, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 2 impressions of adomain 'siriusxm.com' with mean price 0.0, 3 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 2 impressions of adomain 'tiktok.com' with mean price 0.7, 1 impressions of adomain 'truecaller.com' with mean price 0.0, 2 impressions of adomain 'urw.com' with mean price 0.5, 2 impressions of adomain 'us.gsk.com' with mean price 0.0, 1 impressions of adomain 'valtoco.com' with mean price 0.7, 4 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0; 6 sessions in app 'in.playsimple.wordtrip', 24 ad_requests with mean bid_floor 13.7; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 35.3; 4 sessions in app 'top.piscess.pisces', 16 ad_requests with mean bid_floor 22.7];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 13;channel is 'USA/I/bidmachine/com.vitastudio.solitaire/False/126';time_since_click_in_hours is 14;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.422034580664635;partition is 1097
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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 '57612456-6b0f-46b0-b069-3c27931988fd';bid_timestamp is '2025-01-29 11:28:05';device_id is '95e65bff-9b6e-483b-8b31-7140d0a9f1c9';biddate is '2025-01-29';country is 'USA';app is 'com.mardanatakatbadayegharelurambannuskhe.appzap';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'chartboost-android-sdk';raw_price is 0.256588526581134;target_cpi is 0.3;campaign is 58188;creative_id is 229453;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is 0.237314;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-29 11:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.mardanatakatbadayegharelurambannuskhe.appzap/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.805990623898483;partition is 134
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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 '72997819-3e52-4db4-99d4-8b5b65be684f';uuid is '6d0157ca-e6d1-4f2e-ba68-781f0298cbca';bid_timestamp is '2025-01-07 0:05:27';device_id is '72997819-3e52-4db4-99d4-8b5b65be684f';biddate is '2025-01-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 125.098433345556;target_cpi is 10;campaign is 57793;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 28.388 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 28.388;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.79;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-07 00:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[12 sessions in app 'com.blackout.spades', 1090 ad_requests with mean bid_floor 33.4, 1 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 50.4, 1 impressions of adomain 'offerhives.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.5; 1 sessions in app 'com.handmark.expressweather', 1 ad_requests with mean bid_floor 59.4; 12 sessions in app 'com.tripledot.solitaire', 2896 ad_requests with mean bid_floor 10.9, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'autovacars.com' with mean price 0.5, 7 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'breakingnewsbrief.com' with mean price 0.0, 1 impressions of adomain 'cash.app' with mean price 0.1, 3 impressions of adomain 'coca-colacompany.com' with mean price 0.6, 2 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'discovery.com' with mean price 0.2, 7 impressions of adomain 'disneyplus.com' with mean price 0.0, 4 impressions of adomain 'geico.com' with mean price 1.3, 3 impressions of adomain 'goodfoods.com' with mean price 0.0, 1 impressions of adomain 'helloned.com' with mean price 0.1, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 3 impressions of adomain 'king.com' with mean price 0.1, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.6, 2 impressions of adomain 'mattressfirm.com' with mean price 1.8, 4 impressions of adomain 'nexium24hr.com' with mean price 0.6, 1 impressions of adomain 'no7beauty.com' with mean price 0.8, 1 impressions of adomain 'numerator.com' with mean price 0.0, 2 impressions of adomain 'oakevergames.com' with mean price 0.1, 1 impressions of adomain 'olay.com' with mean price 0.5, 2 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paypal.com' with mean price 0.9, 3 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'prilosecotc.com' with mean price 0.5, 5 impressions of adomain 'progressive.com' with mean price 0.6, 3 impressions of adomain 'regalcardplay.com' with mean price 26.0, 3 impressions of adomain 'robitussin.com' with mean price 0.6, 4 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2, 2 impressions of adomain 'starbucks.com' with mean price 0.4, 1 impressions of adomain 'taylorsautobody.com' with mean price 0.4, 1 impressions of adomain 'temu.com' with mean price 0.1, 7 impressions of adomain 'tums.com' with mean price 0.6, 1 impressions of adomain 'ulta.com' with mean price 0.7, 2 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 6 impressions of adomain 'voltarengel.com' with mean price 0.6, 2 impressions of adomain 'vrbo.com' with mean price 0.2, 10 impressions of adomain 'www.vitastudio.ai' with mean price 0.5; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 5.7; 1 sessions in app 'in.playsimple.tripcross', 25 ad_requests with mean bid_floor 8.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/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 0.291882345142303;partition is 669
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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 'd2fcc16e-b488-4e83-b904-e5c646e7e951';uuid is 'b80e9498-3222-43c2-a33c-e4ba492c4dfa';bid_timestamp is '2025-01-29 12:55:34';device_id is 'd2fcc16e-b488-4e83-b904-e5c646e7e951';biddate is '2025-01-29';country is 'USA';app is 'com.datarecovery.recoverysoftware.videorecovery';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 1.81886421250519;target_cpi is 0.27121158947984;campaign is 58068;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.37 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.179662;placement_historical_value is ;third_party_bid_price is 0.37;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.03;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-29 12:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[3 sessions in app 'beetles.puzzle.solitaire', 42 ad_requests with mean bid_floor 1.3, 4 impressions of adomain 'walmart.com' with mean price 1.9; 1 sessions in app 'com.brainium.solitairefree', 14 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 8 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.fiogonia.solitaire', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.intensedev.classicsolitaire.gp', 21 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.klondike.solitaire.fish.classic.card.game.free', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.otsbet.app', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.playvalve.solitaire', 32 ad_requests with mean bid_floor 131.6; 2 sessions in app 'com.ratemeasure.heart', 7 ad_requests with mean bid_floor 37.8; 3 sessions in app 'com.solitaire.cards.deluxe', 34 ad_requests with mean bid_floor 145.7; 2 sessions in app 'com.solitaire.jianhuan.card', 19 ad_requests with mean bid_floor 6.6; 1 sessions in app 'com.solitaire.solitairefree', 1 ad_requests with mean bid_floor 5.2; 16 sessions in app 'com.solitarie.card.regal.game', 186 ad_requests with mean bid_floor 3.4; 8 sessions in app 'com.vitastudio.solitaire', 114 ad_requests with mean bid_floor 17.6; 1 sessions in app 'com.vitastudio.spider', 6 ad_requests with mean bid_floor 2.7; 18 sessions in app 'com.yy.solitaire.classic.card.game.free', 36 ad_requests with mean bid_floor 5.2; 4 sessions in app 'solitaire.collection.klondike.card.games.free.game', 31 ad_requests with mean bid_floor 1.1, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'carnival.com' with mean price 1.4, 2 impressions of adomain 'enspryng.com' with mean price 0.4, 2 impressions of adomain 'ocrevus.com' with mean price 1.0; 1 sessions in app 'solitaire.mahjongmaker.collection.card.solitaire.klondike', 7 ad_requests with mean bid_floor 1.2; 2 sessions in app 'solitaire.nostal.cardgame.puzzle', 50 ad_requests with mean bid_floor 176.7];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 0;channel is 'USA/I/applovin/com.datarecovery.recoverysoftware.videorecovery/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.620759849475467;partition is 3365
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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 '7663f80e-575d-41ae-b937-6c845d438d29';uuid is 'ad6a17f7-6126-4dbe-abb1-0fd482875cfc';bid_timestamp is '2025-02-07 17:56:58';device_id is '7663f80e-575d-41ae-b937-6c845d438d29';biddate is '2025-02-07';country is 'USA';app is 'com.mandala.pattern.happy.paint.by.number.coloring.game';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 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 4 ;seller_name is 'PIXO';seller_id is 481;content_type is 'vi';bid_floor is 2.1465 ;min_floor is ;bidmachine_placement_value is 26.065574;placement_historical_value is 18.658103;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[2 sessions in app 'beetles.puzzle.solitaire', 121 ad_requests with mean bid_floor 4.2, 1 impressions of adomain 'intuit.com' with mean price 2.5; 2 sessions in app 'classic.relax.happy.color.by.number.game', 7 ad_requests with mean bid_floor 1.2, 1 impressions of adomain 'amazon.com' with mean price 0.7; 2 sessions in app 'coloring.color.number.happy.paint.art.drawing.puzzle', 86 ad_requests with mean bid_floor 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.8; 12 sessions in app 'com.agedstudio.board.aged.color.coloring.number.art.paint.draw', 77 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.art.pixel.vivid.games.paint.color.by.numbers', 6 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.artlife.color.number.coloring.book', 76 ad_requests with mean bid_floor 7.2; 4 sessions in app 'com.block.game.jigsaw.puzzles', 5 ad_requests with mean bid_floor 9.2; 1 sessions in app 'com.brainium.solitairefree', 9 ad_requests with mean bid_floor 2.2; 40 sessions in app 'com.cleaner.superstorage.boost', 2171 ad_requests with mean bid_floor 5.2; 72 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 1720 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.color.by.numbers.focus.color', 12 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.coloring.book.coloring.game.paint.by.number.color.page', 18 ad_requests with mean bid_floor 2.0; 2 sessions in app 'com.cybernautica.solitaire.cards', 3 ad_requests with mean bid_floor 3.5; 65 sessions in app 'com.filemanager.quickly.mster', 2351 ad_requests with mean bid_floor 5.2; 68 sessions in app 'com.fileorganizer.cabinet.efficient', 2540 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.fiogonia.spades', 16 ad_requests with mean bid_floor 6.0; 78 sessions in app 'com.flashlight.callflash.ringingbet', 3260 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.free.drawing.coloring.book.paint.by.number', 16 ad_requests with mean bid_floor 1.6; 7 sessions in app 'com.friendly.tools.mag', 258 ad_requests with mean bid_floor 7.9; 1 sessions in app 'com.gown.princess.dress.happy.paint.by.number.coloring.game', 7 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.greyfun.card.solitaire.classic', 8 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.klondike.solitaire.fish.classic.card.game.free', 1 ad_requests with mean bid_floor 0.0; 20 sessions in app 'com.mandala.pattern.happy.paint.by.number.coloring.game', 396 ad_requests with mean bid_floor 1.8, 12 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'boost.com' with mean price 0.3, 2 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'ensure.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 4 impressions of adomain 'safetyinsurance.com' with mean price 1.1, 1 impressions of adomain 'sanofi.com' with mean price 0.4, 1 impressions of adomain 'simplyhatfield.com' with mean price 0.3; 83 sessions in app 'com.metropcs.metrozone', 250 ad_requests with mean bid_floor 119.6; 2 sessions in app 'com.mintgames.fancycolorpro', 61 ad_requests with mean bid_floor 12.0, 1 impressions of adomain 'newenglandoralsurgery.com' with mean price 1.3; 3 sessions in app 'com.mintgames.fantasycolor', 31 ad_requests with mean bid_floor 31.5, 1 impressions of adomain 'amazon.com' with mean price 0.2; 1 sessions in app 'com.mintgames.happyblackcolor', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.mintgames.memorycolor', 3 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.mintgames.solitaire.classic.card.game.free', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.mobilecardgames.solitaire', 4 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.mobilityware.solitaire', 20 ad_requests with mean bid_floor 9.7; 1 sessions in app 'com.neverold.solitaire.card.game.klondike', 4 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.niuaigo.solitaire.klondike', 2 ad_requests with mean bid_floor 101.6; 1 sessions in app 'com.oakever.tiletrip', 51 ad_requests with mean bid_floor 19.5, 1 impressions of adomain 'mass.gov' with mean price 0.3; 1 sessions in app 'com.paint.colorbynumber.relaxcoloringbook', 4 ad_requests with mean bid_floor 1.3; 8 sessions in app 'com.peoplefun.wordcross', 33 ad_requests with mean bid_floor 8.0; 18 sessions in app 'com.pixel.art.coloring.color.number', 402 ad_requests with mean bid_floor 22.6, 4 impressions of adomain 'adidas.com' with mean price 0.0, 8 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'bannerhealth.com' with mean price 0.0, 1 impressions of adomain 'betterhealthconnector.com' with mean price 0.3, 1 impressions of adomain 'boost.com' with mean price 0.2, 1 impressions of adomain 'callapp.com' with mean price 0.1, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'cuisinart.com' with mean price 0.1, 1 impressions of adomain 'dymatize.com' with mean price 0.2, 4 impressions of adomain 'hcahealthcare.com' with mean price 0.0, 1 impressions of adomain 'marriott.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 2 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'reeds.com' with mean price 0.0, 1 impressions of adomain 'sling.com' with mean price 0.1, 4 impressions of adomain 'twiningsusa.com' with mean price 0.2, 1 impressions of adomain 'ulta.com' with mean price 0.1, 1 impressions of adomain 'verizon.com' with mean price 0.0, 2 impressions of adomain 'vitastudio.ai' with mean price 0.1, 2 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'wipfli.com' with mean price 0.3; 4 sessions in app 'com.playcus.artbook.paint.colorbynumber', 65 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.playvalve.solitaire', 32 ad_requests with mean bid_floor 42.7; 1 sessions in app 'com.pop.happy.art.paint.by.number.coloring.game', 7 ad_requests with mean bid_floor 0.6, 1 impressions of adomain 'amazon.com' with mean price 0.4; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.solitaire.card', 4 ad_requests with mean bid_floor 13.8; 1 sessions in app 'com.solitaire.cards.deluxe', 3 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.standard.puzzle.ooybaa.solitaire', 7 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.staplegames.solitaireGP', 2 ad_requests with mean bid_floor 77.7; 2 sessions in app 'com.tangle.happy.paint.by.number.coloring.game', 26 ad_requests with mean bid_floor 0.4, 29 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'dymatize.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.7, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 2 impressions of adomain 'kay.com' with mean price 0.6, 1 impressions of adomain 'kellanova.com' with mean price 0.9, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'lifeextension.com' with mean price 0.6, 1 impressions of adomain 'simplyhatfield.com' with mean price 0.9; 2 sessions in app 'com.tapcolor.color.coloring.number.paint.free', 17 ad_requests with mean bid_floor 2.5, 7 impressions of adomain 'amazon.com' with mean price 0.5; 2 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 2.8; 8 sessions in app 'com.tripledot.woodoku', 17 ad_requests with mean bid_floor 7.1; 1 sessions in app 'com.vitastudio.color.paint.free.coloring.number', 80 ad_requests with mean bid_floor 47.8, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 7.9; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 6.5; 3 sessions in app 'com.wordgame.words.connect', 6 ad_requests with mean bid_floor 5.9; 2 sessions in app 'holy.bible.verse.audio.kjv', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 4.1; 9 sessions in app 'in.playsimple.wordtrip', 66 ad_requests with mean bid_floor 22.2; 3 sessions in app 'kidultlovin.word.zen', 3 ad_requests with mean bid_floor 8.5; 1 sessions in app 'mahjongsolitaire.mahjong.solitaire.free.offline.game', 7 ad_requests with mean bid_floor 0.6; 1 sessions in app 'paint.number.pixel.art.coloring.drawing.puzzle.super.color', 1 ad_requests with mean bid_floor 14.1; 3 sessions in app 'solitaire.classicgame.klondike.solitaire.freecard', 60 ad_requests with mean bid_floor 0.0; 1 sessions in app 'solitaire.collection.klondike.card.games.free.game', 3 ad_requests with mean bid_floor 1.0; 1 sessions in app 'solitaire.collection.klondike.spider.card.games', 2 ad_requests with mean bid_floor 3.7; 1 sessions in app 'solitaire.patience.card.games.klondike.free', 12 ad_requests with mean bid_floor 7.2, 5 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'refreshbrand.com' with mean price 0.2, 1 impressions of adomain 'spectrum.com' with mean price 1.8, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3; 1 sessions in app 'solitaire.puzzlemaker.solitaire.klondike.cardgame.patience', 1 ad_requests with mean bid_floor 1.2; 9 sessions in app 'utils.kt.neat.clean', 97 ad_requests with mean bid_floor 9.6; 7 sessions in app 'yy.opti.clean', 202 ad_requests with mean bid_floor 13.7];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 0;channel is 'USA/I/bidmachine/com.mandala.pattern.happy.paint.by.number.coloring.game/False/481';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.440007794987386;partition is 2048
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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 'a565eaa9-3e8a-4b67-a9af-ea80161c9634';uuid is '4aa0ebf1-9b7f-4ad7-844e-3924f43a77bd';bid_timestamp is '2024-12-31 14:49:09';device_id is 'a565eaa9-3e8a-4b67-a9af-ea80161c9634';biddate is '2024-12-31';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 118.552231219065;target_cpi is 5.22828016634901;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 130579 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.94;prior_theme_impressions_count is 14;prior_tag_clicks_count is 12 ;time_since_click is 1314626;hour is '2024-12-31 14:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[1 sessions in app 'com.greyfun.card.solitaire.classic', 2 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.homa.free.solitaire.card.game', 5 ad_requests with mean bid_floor 26.1; 1 sessions in app 'com.papaya.solitairecash', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.playvalve.solitaire', 21 ad_requests with mean bid_floor 60.1; 5 sessions in app 'com.solitaire.blast.puzzle', 55 ad_requests with mean bid_floor 14.7; 2 sessions in app 'com.solitarie.card.regal.game', 19 ad_requests with mean bid_floor 5.1; 78 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1005 ad_requests with mean bid_floor 2.4, 1 impressions of adomain 'fruit-gaming.com' with mean price 47.2, 2 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 58.5, 1 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 42.1, 5 impressions of adomain 'solitairecash.com' with mean price 4.5; 11 sessions in app 'com.vitastudio.mahjong', 171 ad_requests with mean bid_floor 30.3, 10 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'aveeno.com' with mean price 0.4, 2 impressions of adomain 'dyson.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'galderma.com' with mean price 0.2, 1 impressions of adomain 'goldbond.com' with mean price 2.2, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'lifeextension.com' with mean price 0.4, 1 impressions of adomain 'listerine.com' with mean price 0.3, 1 impressions of adomain 'play.moheganpacasino.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'theraworx.com' with mean price 0.3, 1 impressions of adomain 'unilever.com' with mean price 0.7, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 2 impressions of adomain 'zyrtec.com' with mean price 0.4; 13 sessions in app 'd4cc360e1fbfb409a7619df0f38c15ae', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 9.7];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 36;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 365;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.402144366072446;partition is 2852
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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 '3b74930f-ac4d-4221-9335-4404dde00019';bid_timestamp is '2025-01-28 12:46:23';device_id is '0997ec29-feef-47e9-b2a9-63138c00beae';biddate is '2025-01-28';country is 'USA';app is 'com.app.grow.greener.plants';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'bidmachine';raw_price is 0.0700983941487661;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 0 ;seller_name is 'App World LTD';seller_id is 347;content_type is 'vi';bid_floor is 0.010854 ;min_floor is ;bidmachine_placement_value is 5.365149;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-28 12:00:00+00:00';day_of_week is '1';os_version is 9;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.app.grow.greener.plants/True/347';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.145101535077417;partition is 2420
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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 'a9189004-66c2-4f55-a236-581583444585';bid_timestamp is '2024-12-28 21:30:14';device_id is 'virt:6b364a08353da81100afa9157d4117f5';biddate is '2024-12-28';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 '43e044771964a045282738def7125086';display_manager is 'unity sdk';raw_price is 4.0514384210186;target_cpi is 4;campaign is 57677;creative_id is 228965;session_duration is 6 ;seller_name is 'Unity SSP';seller_id is 113;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 7417 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-28 21:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2;channel is 'USA/V/unity sdk/com.spades.solitaire.online.plus.offline.free.card.games/False/113';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.644245306599994;partition is 2125
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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 '4fea2bcb-6b37-47fb-8f39-313fe504333f';uuid is 'bd0c630b-6160-4961-ba62-9da50b96e27a';bid_timestamp is '2025-01-24 8:48:10';device_id is '4fea2bcb-6b37-47fb-8f39-313fe504333f';biddate is '2025-01-24';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.99999999999999;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 1.8656;placement_historical_value is 2.98496;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 173525 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 15;prior_tag_clicks_count is 11 ;time_since_click is 263517;hour is '2025-01-24 08:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[27 sessions in app 'air.com.sgn.cookiejamblast.gp', 811 ad_requests with mean bid_floor 173.6; 1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 4 ad_requests with mean bid_floor 3.4; 56 sessions in app 'com.TinyBit.GameOfWords', 3570 ad_requests with mean bid_floor 41.4; 1 sessions in app 'com.appkarma.app', 1 ad_requests with mean bid_floor 0.0; 76 sessions in app 'com.bitmango.go.wordcookies', 5325 ad_requests with mean bid_floor 37.1; 29 sessions in app 'com.blackout.spades', 16828 ad_requests with mean bid_floor 25.9, 1 impressions of adomain 'aaa.com' with mean price 1.6, 44 impressions of adomain 'amazon.com' with mean price 1.3, 2 clicks of adomain 'arlo.com', 4 impressions of adomain 'arlo.com' with mean price 3.8, 1 impressions of adomain 'bioma.health' with mean price 0.6, 2 impressions of adomain 'blueair.com' with mean price 0.4, 1 impressions of adomain 'coastdermatology.com' with mean price 2.9, 1 impressions of adomain 'cyberpowersystems.com' with mean price 0.7, 3 impressions of adomain 'dermalogica.com' with mean price 0.5, 5 impressions of adomain 'duracell.com' with mean price 0.5, 1 impressions of adomain 'energizer.com' with mean price 5.3, 1 impressions of adomain 'gardenoflife.com' with mean price 0.4, 1 impressions of adomain 'honda.com' with mean price 0.9, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.9, 1 impressions of adomain 'kelloggs.com' with mean price 2.1, 1 impressions of adomain 'mccormick.com' with mean price 0.7, 1 impressions of adomain 'merchsource.com' with mean price 0.5, 1 impressions of adomain 'monarchmn.com' with mean price 0.5, 1 impressions of adomain 'naturesway.com' with mean price 0.7, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 2.5, 5 impressions of adomain 'newpub.co/spades' with mean price 3.1, 5 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'northernlightscasino.com' with mean price 0.5, 1 impressions of adomain 'nowfoods.com' with mean price 0.5, 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.4, 2 impressions of adomain 'oxkom.com' with mean price 0.4, 5 impressions of adomain 'paramountplus.com' with mean price 0.7, 3 impressions of adomain 'peacocktv.com' with mean price 0.6, 2 impressions of adomain 'prestigebrands.com' with mean price 0.4, 3 impressions of adomain 'rcu.org' with mean price 0.6, 1 impressions of adomain 'samhsa.gov' with mean price 3.9, 6 impressions of adomain 'samsung.com' with mean price 0.9, 1 impressions of adomain 'santanderus.com' with mean price 0.8, 1 impressions of adomain 'seed.com' with mean price 0.4, 5 impressions of adomain 'solaray.com' with mean price 0.4, 1 impressions of adomain 'starz.com' with mean price 0.6, 2 impressions of adomain 'strivectin.com' with mean price 0.5, 2 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.5, 5 impressions of adomain 'ticketmaster.com' with mean price 0.5, 1 impressions of adomain 'tiktok.com' with mean price 1.2, 1 impressions of adomain 'unleashingourpotential.com' with mean price 0.7, 1 impressions of adomain 'visitstpeteclearwater.com' with mean price 0.5, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 1 ad_requests with mean bid_floor 5.4; 84 sessions in app 'com.chippymediallc.word.nut.android', 1842 ad_requests with mean bid_floor 8.3, 2 impressions of adomain 'algaecal.com' with mean price 0.7, 38 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'atricure.com' with mean price 2.0, 2 clicks of adomain 'chromadex.com', 4 impressions of adomain 'chromadex.com' with mean price 7.3, 4 impressions of adomain 'coach.com' with mean price 4.2, 1 impressions of adomain 'gardenoflife.com' with mean price 0.5, 3 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.6, 1 impressions of adomain 'nestleusa.com' with mean price 0.5, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.3, 1 impressions of adomain 'smithfieldfoods.com' with mean price 1.5, 1 clicks of adomain 'smuckers.com', 4 impressions of adomain 'smuckers.com' with mean price 7.0, 4 impressions of adomain 'solaray.com' with mean price 0.5, 3 impressions of adomain 'textnow.com' with mean price 3.3, 2 clicks of adomain 'textnow.com', 1 impressions of adomain 'universe.com' with mean price 0.4; 28 sessions in app 'com.cooking.bingo.ldkwh', 248 ad_requests with mean bid_floor 13.2; 38 sessions in app 'com.fugo.wow', 12467 ad_requests with mean bid_floor 8.2, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'att.com' with mean price 0.7, 5 impressions of adomain 'bluebuffalo.com' with mean price 2.6, 2 impressions of adomain 'coca-cola.com' with mean price 0.9, 1 clicks of adomain 'enterpriseholdings.com', 2 impressions of adomain 'enterpriseholdings.com' with mean price 6.2, 6 impressions of adomain 'goldbond.com' with mean price 0.8, 1 impressions of adomain 'goodnes.com' with mean price 1.0, 1 impressions of adomain 'healthsmart24.com' with mean price 2.5, 1 impressions of adomain 'hiddenvalley.com' with mean price 0.9, 3 impressions of adomain 'lifetime.life' with mean price 0.7, 1 impressions of adomain 'lilly.com' with mean price 0.5, 1 impressions of adomain 'luckylandslots.com' with mean price 0.8, 4 impressions of adomain 'lundbeck.com' with mean price 0.8, 1 impressions of adomain 'mazdausa.com' with mean price 0.8, 4 impressions of adomain 'nationalgeographic.org' with mean price 5.3, 2 impressions of adomain 'nba.com' with mean price 4.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 2.8, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 3.1, 1 impressions of adomain 'pacificfoods.com' with mean price 0.6, 2 impressions of adomain 'popeyes.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.8, 3 impressions of adomain 'spectrum.com' with mean price 2.3, 9 impressions of adomain 'subaru.com' with mean price 0.6, 4 clicks of adomain 'textnow.com', 6 impressions of adomain 'textnow.com' with mean price 3.2, 1 impressions of adomain 'thetradedesk.com' with mean price 0.7, 2 impressions of adomain 'truecitrus.com' with mean price 5.3, 1 impressions of adomain 'ucare.org' with mean price 3.8, 25 impressions of adomain 'walmart.com' with mean price 1.1, 1 impressions of adomain 'wisdells.com' with mean price 4.2; 41 sessions in app 'com.iscoolentertainment.snc', 1235 ad_requests with mean bid_floor 7.7; 7 sessions in app 'com.matteljv.uno', 208 ad_requests with mean bid_floor 7.3; 580 sessions in app 'com.metropcs.metrozone', 5655 ad_requests with mean bid_floor 84.0; 31 sessions in app 'com.peoplefun.wordcross', 2507 ad_requests with mean bid_floor 9.0, 3 impressions of adomain 'acorn.tv' with mean price 0.2, 1 impressions of adomain 'adidas.com' with mean price 0.0, 18 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'clear.co' with mean price 0.2, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'depend.com' with mean price 0.2, 6 impressions of adomain 'dermalogica.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 3 impressions of adomain 'gardenoflife.com' with mean price 0.3, 1 impressions of adomain 'homedepot.com' with mean price 0.3, 1 impressions of adomain 'maxwoodfurniture.com' with mean price 0.2, 4 impressions of adomain 'nothingbuthemp.net' with mean price 1.3, 1 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 1 impressions of adomain 'pharmavite.com' with mean price 0.1, 2 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'terrynaturallyvitamins.com' with mean price 0.6, 1 clicks of adomain 'textnow.com', 3 impressions of adomain 'textnow.com' with mean price 5.8, 1 impressions of adomain 'tiktok.com' with mean price 0.8; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 4 ad_requests with mean bid_floor 5.2; 211 sessions in app 'com.staplegames.blocksClassicSGGP', 3071 ad_requests with mean bid_floor 30.0; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.8; 4 sessions in app 'com.tripledot.woodoku', 27 ad_requests with mean bid_floor 6.5; 63 sessions in app 'de.robertgering.themagicshell', 593 ad_requests with mean bid_floor 0.2; 1 sessions in app 'in.playsimple.wordsearch', 3 ad_requests with mean bid_floor 4.3; 36 sessions in app 'in.playsimple.wordtrip', 4339 ad_requests with mean bid_floor 27.5, 1 impressions of adomain 'arvig.com' with mean price 9.2, 1 impressions of adomain 'auburn.edu' with mean price 4.4, 1 impressions of adomain 'hiddenvalley.com' with mean price 1.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'magicbrief.com' with mean price 6.5, 1 impressions of adomain 'microsoft.com' with mean price 7.7, 2 impressions of adomain 'montefiore.org' with mean price 7.7, 1 impressions of adomain 'parinc.com' with mean price 9.2, 1 impressions of adomain 'parrotbox.ai' with mean price 7.1, 1 impressions of adomain 'ruttlelaw.com' with mean price 1.6, 1 impressions of adomain 'subwayfranchise.com' with mean price 1.2, 3 clicks of adomain 'textnow.com', 3 impressions of adomain 'textnow.com' with mean price 5.3, 1 impressions of adomain 'thermofisher.com' with mean price 6.8, 1 clicks of adomain 'uf.edu', 3 impressions of adomain 'uf.edu' with mean price 7.9; 52 sessions in app 'kidultlovin.word.zen', 7666 ad_requests with mean bid_floor 22.6, 1 clicks of adomain '5252slot.com', 2 impressions of adomain '5252slot.com' with mean price 1.5, 1 impressions of adomain 'algaecal.com' with mean price 0.4, 24 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'arbys.com' with mean price 0.4, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bradentongulfislands.com' with mean price 0.2, 2 impressions of adomain 'bushbeans.com' with mean price 0.1, 1 clicks of adomain 'candycrushsaga.com', 1 impressions of adomain 'candycrushsaga.com' with mean price 2.2, 1 impressions of adomain 'carando.com' with mean price 0.2, 9 impressions of adomain 'centerpointenergy.com' with mean price 0.2, 4 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'claconnect.com' with mean price 0.1, 1 impressions of adomain 'claritin.com' with mean price 0.4, 2 impressions of adomain 'colgate.com' with mean price 0.3, 1 impressions of adomain 'crumblcookies.com' with mean price 0.1, 2 impressions of adomain 'dermalogica.com' with mean price 0.3, 1 impressions of adomain 'distrokid.com' with mean price 0.2, 1 impressions of adomain 'dnb.com' with mean price 0.1, 8 impressions of adomain 'elevatehealth.net' with mean price 0.1, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'ferrero.com' with mean price 1.0, 1 impressions of adomain 'florastor.com' with mean price 0.4, 3 impressions of adomain 'gardenoflife.com' with mean price 0.3, 1 impressions of adomain 'globalpoker.com' with mean price 0.2, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'health.state.mn.us' with mean price 0.9, 1 impressions of adomain 'huggies.com' with mean price 0.1, 3 impressions of adomain 'icyhot.com' with mean price 0.1, 6 impressions of adomain 'instacart.com' with mean price 0.2, 4 impressions of adomain 'jazzpharma.com' with mean price 0.4, 1 impressions of adomain 'jewelersmutual.com' with mean price 0.1, 1 impressions of adomain 'kretschmardeli.com' with mean price 0.3, 1 impressions of adomain 'listerine.com' with mean price 0.5, 1 impressions of adomain 'mccormick.com' with mean price 0.2, 3 impressions of adomain 'mnsure.org' with mean price 0.2, 1 impressions of adomain 'n2y.com' with mean price 0.1, 1 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 1 impressions of adomain 'nestleusa.com' with mean price 0.3, 1 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'ocedar.com' with mean price 0.3, 2 impressions of adomain 'papamurphys.com' with mean price 0.4, 2 impressions of adomain 'patagonia.com' with mean price 0.2, 8 impressions of adomain 'paycom.com' with mean price 0.2, 3 impressions of adomain 'playsimple.in' with mean price 0.0, 3 clicks of adomain 'playtowingames.net', 5 impressions of adomain 'playtowingames.net' with mean price 2.2, 1 clicks of adomain 'rivian.com', 1 impressions of adomain 'rivian.com' with mean price 0.9, 1 impressions of adomain 'royalrivercasino.com' with mean price 0.1, 2 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 2 impressions of adomain 'starz.com' with mean price 0.3, 13 impressions of adomain 'subaru.com' with mean price 1.0, 2 impressions of adomain 'surveymonkey.com' with mean price 0.2, 15 impressions of adomain 'textnow.com' with mean price 4.9, 14 clicks of adomain 'textnow.com', 3 impressions of adomain 'thetradedesk.com' with mean price 0.2, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.1, 15 impressions of adomain 'trustonefinancial.org' with mean price 0.2, 1 impressions of adomain 'tubitv.com' with mean price 1.8, 1 clicks of adomain 'tubitv.com', 3 impressions of adomain 'ucare.org' with mean price 0.2, 24 impressions of adomain 'walmart.com' with mean price 1.0, 5 impressions of adomain 'wellbizbrands.com' with mean price 0.2, 2 impressions of adomain 'wellsfargo.com' with mean price 0.3, 2 impressions of adomain 'whatisshingles.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 27 sessions in app 'net.peakgames.amy', 231 ad_requests with mean bid_floor 14.8; 12 sessions in app 'net.peakgames.mobile.spades.android', 156 ad_requests with mean bid_floor 42.2; 19 sessions in app 'net.peakgames.toonblast', 48 ad_requests with mean bid_floor 10.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 48;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 73;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.130261785983737;partition is 53
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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 '163f29d6-72df-41ed-8340-539182dcffcb';uuid is 'f89f6e5d-8242-4f61-afa2-b7b29de3e37f';bid_timestamp is '2024-12-29 23:43:17';device_id is '163f29d6-72df-41ed-8340-539182dcffcb';biddate is '2024-12-29';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 10.5307303610665;target_cpi is 2.34171343919989;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 15.016667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 42 ;time_since_impression is 147994 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.06;prior_theme_impressions_count is 42;prior_tag_clicks_count is 11 ;time_since_click is 341750;hour is '2024-12-29 23:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'com.Skillbuilder.bubbleshooter', 5 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.bigcake.android.spidersolitaire', 8 ad_requests with mean bid_floor 17.0, 5 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'in.gov' with mean price 1.6, 1 impressions of adomain 'indianahousingnow.org' with mean price 1.4, 2 impressions of adomain 'la-z-boy.com' with mean price 1.4, 1 impressions of adomain 'nwrugs.com' with mean price 1.1, 6 impressions of adomain 'sharegoodhealth.org' with mean price 1.1; 1 sessions in app 'com.block.juggle', 21 ad_requests with mean bid_floor 35.7; 2 sessions in app 'com.bricks.legend', 17 ad_requests with mean bid_floor 20.0; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 6 ad_requests with mean bid_floor 0.0; 8 sessions in app 'com.easybrain.find.the.difference', 2266 ad_requests with mean bid_floor 28.1, 19 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'aspercreme.com' with mean price 0.4, 1 impressions of adomain 'budlight.com' with mean price 0.4, 1 impressions of adomain 'cincinnatichildrens.org' with mean price 3.2, 2 impressions of adomain 'coca-cola.com' with mean price 0.9, 1 impressions of adomain 'discovery.com' with mean price 0.2, 1 impressions of adomain 'goodwillindy.org' with mean price 0.6, 1 impressions of adomain 'huggies.com' with mean price 0.2, 2 impressions of adomain 'ista-in.org' with mean price 1.9, 1 impressions of adomain 'metamucil.com' with mean price 0.8, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 3 impressions of adomain 'paxlovid.com' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.7, 3 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'shingrix.com' with mean price 6.2, 4 impressions of adomain 'simplyorangejuice.com' with mean price 1.9, 1 impressions of adomain 'sodiumchannels.com' with mean price 0.6, 1 impressions of adomain 'stellaartois.com' with mean price 0.4, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 6 impressions of adomain 'walgreens.com' with mean price 0.5; 1 sessions in app 'com.flow.sort.colosize.puzzle', 15 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'illinois.edu' with mean price 0.8, 2 impressions of adomain 'nba.com' with mean price 0.9, 2 impressions of adomain 'sharegoodhealth.org' with mean price 0.6; 4 sessions in app 'com.greyfun.card.solitaire.classic', 150 ad_requests with mean bid_floor 21.7; 2 sessions in app 'com.jewel.geometry.sliding.puzzle.gem.block', 20 ad_requests with mean bid_floor 35.4; 1 sessions in app 'com.kooapps.plexiwordandroid', 2 ad_requests with mean bid_floor 8.8; 1 sessions in app 'com.marketer.greenpass', 16 ad_requests with mean bid_floor 1.4; 3 sessions in app 'com.matryoshka.cooking.vibes', 53 ad_requests with mean bid_floor 1.3; 11 sessions in app 'com.mattel163.phase10', 287 ad_requests with mean bid_floor 2.5, 1 impressions of adomain 'pinterest.com' with mean price 6.4, 3 impressions of adomain 'pulte.com' with mean price 5.3; 16 sessions in app 'com.mattel163.skipbo', 231 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'pulte.com' with mean price 9.5; 1 sessions in app 'com.meeseva.bazaar', 14 ad_requests with mean bid_floor 1.7; 4 sessions in app 'com.mintgames.jigsawmaster', 16 ad_requests with mean bid_floor 7.6; 22 sessions in app 'com.mobilityware.CrazyEights', 2061 ad_requests with mean bid_floor 8.2, 1 clicks of adomain '9snail.com', 1 impressions of adomain '9snail.com' with mean price 4.6, 1 impressions of adomain 'admile.com' with mean price 0.3, 1 impressions of adomain 'allstate.com' with mean price 0.1, 42 impressions of adomain 'amazon.com' with mean price 1.6, 1 impressions of adomain 'arlo.com' with mean price 3.4, 2 impressions of adomain 'barstoolsportsbook.com' with mean price 0.1, 2 impressions of adomain 'bbumgames.com' with mean price 2.5, 1 clicks of adomain 'bbumgames.com', 4 impressions of adomain 'belka-games.com' with mean price 2.6, 2 clicks of adomain 'belka-games.com', 2 impressions of adomain 'bibliaconsigo.com' with mean price 1.4, 1 clicks of adomain 'bibliaconsigo.com', 2 clicks of adomain 'bidease.com', 2 impressions of adomain 'bidease.com' with mean price 2.9, 1 impressions of adomain 'bidease.com_101931' with mean price 0.1, 1 impressions of adomain 'biggergames.com' with mean price 0.1, 1 impressions of adomain 'bingoblaze.com' with mean price 1.5, 1 clicks of adomain 'bingoblaze.com', 2 impressions of adomain 'bingoparty.com' with mean price 1.5, 1 impressions of adomain 'bluechew.com' with mean price 0.9, 3 impressions of adomain 'charter.com' with mean price 2.9, 1 clicks of adomain 'charter.com', 16 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'com.sn.tile.Match3D.falling.puzzle' with mean price 2.1, 1 clicks of adomain 'com.sn.tile.Match3D.falling.puzzle', 1 impressions of adomain 'crazylabs.com' with mean price 1.4, 1 clicks of adomain 'crazylabs.com', 8 impressions of adomain 'disneyplus.com' with mean price 0.1, 3 impressions of adomain 'dollargeneral.com' with mean price 0.3, 3 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.1, 5 impressions of adomain 'elfcosmetics.com' with mean price 0.1, 1 impressions of adomain 'facebook.com' with mean price 0.1, 1 impressions of adomain 'freecash.com' with mean price 0.1, 5 impressions of adomain 'furniwell.com' with mean price 0.1, 1 impressions of adomain 'gacservices.com' with mean price 0.6, 1 impressions of adomain 'galderma.com' with mean price 0.1, 3 impressions of adomain 'goodwillindy.org' with mean price 0.5, 2 impressions of adomain 'grand.gs' with mean price 2.2, 1 clicks of adomain 'healthapplines.com', 1 impressions of adomain 'healthapplines.com' with mean price 1.0, 3 impressions of adomain 'homespotter.com' with mean price 0.6, 1 impressions of adomain 'humana.com' with mean price 0.8, 2 impressions of adomain 'indeed.com' with mean price 0.1, 3 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'iuhealth.org' with mean price 0.3, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.1, 2 impressions of adomain 'joico.com' with mean price 0.1, 3 impressions of adomain 'justdice.io' with mean price 0.4, 2 impressions of adomain 'kettleandfire.com' with mean price 0.6, 1 impressions of adomain 'kindsnacks.com' with mean price 0.3, 1 impressions of adomain 'kohls.com' with mean price 0.1, 3 impressions of adomain 'learnings.ai' with mean price 0.1, 3 impressions of adomain 'liquidremedy.com' with mean price 0.1, 1 impressions of adomain 'lobstermaniaslots.com' with mean price 1.2, 3 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 1.4, 1 impressions of adomain 'metronet.com' with mean price 1.5, 2 clicks of adomain 'mhitpoker.com', 3 impressions of adomain 'mhitpoker.com' with mean price 2.9, 1 impressions of adomain 'miracle-ear.com' with mean price 1.4, 1 impressions of adomain 'neostrata.com' with mean price 0.1, 1 impressions of adomain 'newbalance.com' with mean price 0.1, 3 impressions of adomain 'numerator.com' with mean price 0.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'onewaythink.com' with mean price 3.7, 1 clicks of adomain 'onewaythink.com', 1 impressions of adomain 'petiq.com' with mean price 0.1, 2 impressions of adomain 'picklr.com' with mean price 0.3, 1 impressions of adomain 'platoscloset.com' with mean price 0.7, 1 impressions of adomain 'playtika.com' with mean price 1.5, 1 impressions of adomain 'powerstop.com' with mean price 0.1, 4 impressions of adomain 'productmadness.com' with mean price 1.8, 2 clicks of adomain 'productmadness.com', 2 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'rogersandhollands.com' with mean price 0.6, 10 impressions of adomain 'samsung.com' with mean price 2.4, 1 clicks of adomain 'samsung.com', 1 impressions of adomain 'scopely.com' with mean price 1.4, 1 clicks of adomain 'scopely.com', 4 impressions of adomain 'sexyhair.com' with mean price 0.1, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 clicks of adomain 'slotomania.com', 1 impressions of adomain 'slotomania.com' with mean price 1.0, 1 impressions of adomain 'smuckers.com' with mean price 2.7, 1 impressions of adomain 'snap.com' with mean price 1.0, 1 impressions of adomain 'speedway.com' with mean price 0.3, 1 impressions of adomain 'squareup.com' with mean price 1.4, 1 impressions of adomain 'stonyfield.com' with mean price 0.4, 1 impressions of adomain 'sumocitrus.com' with mean price 0.1, 1 clicks of adomain 'talkingtomandfriends.com', 3 impressions of adomain 'talkingtomandfriends.com' with mean price 0.4, 1 clicks of adomain 'tech.pokergaga.net', 3 impressions of adomain 'tech.pokergaga.net' with mean price 2.8, 2 impressions of adomain 'temu.com' with mean price 0.1, 3 impressions of adomain 'termsfeed.com' with mean price 1.8, 1 clicks of adomain 'termsfeed.com', 7 impressions of adomain 'traveltexas.com' with mean price 3.0, 6 impressions of adomain 'truthinitiative.org' with mean price 0.1, 1 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wedobest.com.cn' with mean price 1.2, 1 impressions of adomain 'wellnesspetfood.com' with mean price 2.4, 5 impressions of adomain 'wingsoftgame.com' with mean price 2.5, 2 clicks of adomain 'wingsoftgame.com', 1 impressions of adomain 'zencolor.app' with mean price 0.1; 5 sessions in app 'com.mobilityware.Dominoes', 560 ad_requests with mean bid_floor 17.3, 1 clicks of adomain 'belka-games.com', 1 impressions of adomain 'belka-games.com' with mean price 2.9, 2 impressions of adomain 'governorofpoker.com' with mean price 2.5, 1 impressions of adomain 'oldspice.com' with mean price 1.7, 1 impressions of adomain 'tech.pokergaga.net' with mean price 2.8; 9 sessions in app 'com.mobilityware.GinRummySolitaire', 806 ad_requests with mean bid_floor 11.6, 1 clicks of adomain 'healthapplines.com', 1 impressions of adomain 'healthapplines.com' with mean price 2.1, 1 impressions of adomain 'healthprimal.com' with mean price 5.8, 1 impressions of adomain 'outplay.com' with mean price 2.0, 2 clicks of adomain 'pinterest.com', 2 impressions of adomain 'pinterest.com' with mean price 2.7, 1 impressions of adomain 'productmadness.com' with mean price 2.1, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 2.6, 1 clicks of adomain 'zenga.com.vn', 1 impressions of adomain 'zenga.com.vn' with mean price 2.1; 13 sessions in app 'com.mobilityware.PyramidFree', 1129 ad_requests with mean bid_floor 14.9, 1 impressions of adomain 'belka-games.com' with mean price 4.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'dollargeneral.com' with mean price 0.3, 3 impressions of adomain 'huntington.com' with mean price 0.6, 2 impressions of adomain 'popeyes.com' with mean price 1.2, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'technify.vn' with mean price 2.0; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.pikpok.hrc.play', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.playvalve.solitaire', 316 ad_requests with mean bid_floor 160.0, 1 impressions of adomain 'amazon.com' with mean price 1.2; 1 sessions in app 'com.rubyseven.luckynorthcasino', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.sega.sonicboomandroid', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.solitaire.patience.klondike.classic.card.games', 11 ad_requests with mean bid_floor 5.1; 21 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1688 ad_requests with mean bid_floor 13.4, 1 impressions of adomain 'ista-in.org' with mean price 1.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 7.0, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 8.2, 3 clicks of adomain 'oakevergames.com', 5 impressions of adomain 'oakevergames.com' with mean price 9.5, 3 clicks of adomain 'pinterest.com', 4 impressions of adomain 'pinterest.com' with mean price 11.4; 1 sessions in app 'com.uscommunitytrade.uscomtradr', 8 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.webmaster.eating.titles', 24 ad_requests with mean bid_floor 39.8; 7 sessions in app 'com.wildcard.spades', 197 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.yolostudio.theimpostor', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.zm.crossmath', 19 ad_requests with mean bid_floor 2.4; 2 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 66 ad_requests with mean bid_floor 8.5, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 5 sessions in app 'in.playsimple.wordsearch', 64 ad_requests with mean bid_floor 5.7; 3 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 15.6; 1 sessions in app 'jp.pxv.android.manga', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 13.6; 1 sessions in app 'ru.skillcap.narde', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'solitaire.card.classic.bgames', 56 ad_requests with mean bid_floor 33.9; 1 sessions in app 'solitaire.spider.card.free.mania', 3 ad_requests with mean bid_floor 18.0; 16 sessions in app 'spider.solitaire.card.bgames', 1043 ad_requests with mean bid_floor 13.2, 35 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'chewy.com' with mean price 0.3, 1 impressions of adomain 'devacurl.com' with mean price 0.3, 1 clicks of adomain 'galderma.com', 1 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'ista-in.org' with mean price 0.5, 2 impressions of adomain 'meijer.com' with mean price 0.9, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 0.3, 3 impressions of adomain 'sexyhair.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 ;time_since_impression_in_hours is 41;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 95;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.831524189667026;partition is 2891
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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 '06dd8eff-9ec9-4aa7-9590-ed9d56e737ac';uuid is 'c7696f10-32fe-4417-84bd-41dc626f53b9';bid_timestamp is '2024-12-23 0:34:23';device_id is '06dd8eff-9ec9-4aa7-9590-ed9d56e737ac';biddate is '2024-12-23';country is 'USA';app is 'com.ofazz.clever';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 4.44469331045348;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 1.977612;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 5701749 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.07;prior_theme_impressions_count is 14;prior_tag_clicks_count is 3 ;time_since_click is 5701639;hour is '2024-12-23 00:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[1 sessions in app 'com.NinhoElmatador.SuperCopShooter', 50 ad_requests with mean bid_floor 17.0; 1 sessions in app 'com.ag.fashion.catwalk.show', 13 ad_requests with mean bid_floor 2.4; 6 sessions in app 'com.anode.fruitcut', 403 ad_requests with mean bid_floor 20.3; 23 sessions in app 'com.blackout.spades', 1514 ad_requests with mean bid_floor 45.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 10 impressions of adomain 'instagram.com' with mean price 0.7, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'mycyberdefensehq.com' with mean price 0.1, 14 clicks of adomain 'newpub.co/spades', 15 impressions of adomain 'newpub.co/spades' with mean price 36.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 1.6; 3 sessions in app 'com.easybrain.word.puzzle.game', 426 ad_requests with mean bid_floor 14.0, 2 impressions of adomain 'aarp.org' with mean price 0.3, 1 impressions of adomain 'astrazeneca.com' with mean price 1.4, 2 impressions of adomain 'depend.com' with mean price 0.6, 3 impressions of adomain 'dollargeneral.com' with mean price 0.4, 3 impressions of adomain 'huggies.com' with mean price 0.3, 1 impressions of adomain 'kay.com' with mean price 0.8, 2 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 16.3, 1 impressions of adomain 'seapak.com' with mean price 0.4, 2 impressions of adomain 'synthroid.com' with mean price 0.7, 1 impressions of adomain 'tiktok.com' with mean price 1.5, 1 impressions of adomain 'walmart.com' with mean price 0.2; 6 sessions in app 'com.fiogonia.spades', 1251 ad_requests with mean bid_floor 39.6; 3 sessions in app 'com.gameSky.stickManZh', 25 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.histudiogames.wordserenityg', 15 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.histudiogames.wordtowng', 19 ad_requests with mean bid_floor 12.8; 1 sessions in app 'com.outplayentertainment.findmatch', 35 ad_requests with mean bid_floor 32.4; 1 sessions in app 'com.solitaire.klondike.patience.ocean.aquarium', 1 ad_requests with mean bid_floor 6.2; 37 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1441 ad_requests with mean bid_floor 11.0, 1 impressions of adomain 'becu.org' with mean price 4.2, 1 impressions of adomain 'fruit-gaming.com' with mean price 15.0, 1 clicks of adomain 'shein.com', 2 impressions of adomain 'shein.com' with mean price 28.9; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 0.9; 1 sessions in app 'com.yk.animals.runner', 17 ad_requests with mean bid_floor 5.2; 2 sessions in app 'download.videobrowser.videobrowser', 11 ad_requests with mean bid_floor 4.3; 7 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 390 ad_requests with mean bid_floor 3.8, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.6, 1 impressions of adomain 'beiersdorf.com' with mean price 0.7, 1 impressions of adomain 'bumble.com' with mean price 0.0, 2 impressions of adomain 'cash.app' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.8, 3 impressions of adomain 'econtrendx.com' with mean price 0.1, 7 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 1 impressions of adomain 'jobs.bswhealth.com' with mean price 0.3, 1 impressions of adomain 'kay.com' with mean price 0.9, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'meetme.com' with mean price 0.0, 12 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 7 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'numerator.com' with mean price 0.4, 1 impressions of adomain 'pearcommerce.com' with mean price 0.1, 3 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'pluto.tv' with mean price 0.6, 4 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'shein.com' with mean price 35.5, 1 clicks of adomain 'shein.com', 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 3 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.1, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'vivistim.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'wsj.com' with mean price 0.0; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 6.1; 1 sessions in app 'revive.app', 2 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 ;time_since_impression_in_hours is 1583;channel is 'USA/V/applovin/com.ofazz.clever/False/117';time_since_click_in_hours is 1584;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.495090813217405;partition is 1546
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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 '9d3e910c-13df-40e4-b045-1f9030d22fa6';uuid is '23bed5e4-71ca-47b2-b764-9dd8594bbc62';bid_timestamp is '2024-12-14 3:38:49';device_id is '9d3e910c-13df-40e4-b045-1f9030d22fa6';biddate is '2024-12-14';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.81233072494831;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 2.31754 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 48 ;time_since_impression is 119739 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.53;prior_theme_impressions_count is 48;prior_tag_clicks_count is 12 ;time_since_click is 119675;hour is '2024-12-14 03:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[4 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 174 ad_requests with mean bid_floor 17.0; 81 sessions in app 'com.agedstudio.board.game.dominoes', 2714 ad_requests with mean bid_floor 11.0; 1 sessions in app 'com.bigcake.android.bubbledaily', 23 ad_requests with mean bid_floor 18.3; 14 sessions in app 'com.bigcake.android.dicemerge', 798 ad_requests with mean bid_floor 22.3, 2 impressions of adomain 'adbry.com' with mean price 1.1, 1 impressions of adomain 'estalocarestaurant.com' with mean price 0.9, 3 impressions of adomain 'goswift.ly' with mean price 0.9, 2 impressions of adomain 'lifelock.com' with mean price 0.7, 3 impressions of adomain 'megastarcasino.com' with mean price 0.8, 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'raptortech.com' with mean price 16.2, 1 impressions of adomain 'tempursealy.com' with mean price 0.6, 6 impressions of adomain 'texashealth.org' with mean price 2.0; 6 sessions in app 'com.bigcake.android.solitairedaily', 74 ad_requests with mean bid_floor 8.8, 1 impressions of adomain 'theraworx.com' with mean price 0.6, 1 impressions of adomain 'winstar.com' with mean price 0.5; 20 sessions in app 'com.fiogonia.hearts', 2030 ad_requests with mean bid_floor 20.3; 30 sessions in app 'com.fiogonia.spades', 8526 ad_requests with mean bid_floor 32.3; 30 sessions in app 'com.greyfun.card.solitaire.classic', 381 ad_requests with mean bid_floor 17.8; 1 sessions in app 'com.intensedev.classicsolitaire.gp', 1 ad_requests with mean bid_floor 0.0; 54 sessions in app 'com.mobilityware.CastleSolitaire', 1257 ad_requests with mean bid_floor 5.5, 1 impressions of adomain 'amazon.com' with mean price 0.1, 5 impressions of adomain 'beiersdorf.com' with mean price 0.3, 3 impressions of adomain 'cetaphil.com' with mean price 2.5, 1 impressions of adomain 'chickensaladchick.com' with mean price 0.1, 1 impressions of adomain 'chumbacasino.com' with mean price 0.1, 2 impressions of adomain 'dollargeneral.com' with mean price 0.3, 2 impressions of adomain 'equitable.com' with mean price 0.3, 1 impressions of adomain 'frostbank.com' with mean price 0.3, 1 impressions of adomain 'giovanniranausa.com' with mean price 0.3, 4 impressions of adomain 'goodrx.com' with mean price 3.1, 3 impressions of adomain 'hcahealthcare.com' with mean price 2.7, 1 impressions of adomain 'homespotter.com' with mean price 0.6, 1 impressions of adomain 'instagram.com' with mean price 0.6, 1 impressions of adomain 'lumryz.com' with mean price 0.1, 3 impressions of adomain 'marriott.com' with mean price 3.4, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 3 impressions of adomain 'mckesson.com' with mean price 4.1, 2 impressions of adomain 'paypal.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'verizon.com' with mean price 0.1, 3 impressions of adomain 'winstar.com' with mean price 0.4; 67 sessions in app 'com.mobilityware.CrazyEights', 5000 ad_requests with mean bid_floor 19.0, 4 clicks of adomain '5252slot.com', 5 impressions of adomain '5252slot.com' with mean price 1.3, 1 impressions of adomain '9snail.com' with mean price 0.1, 1 impressions of adomain 'adobe.com' with mean price 0.1, 2 impressions of adomain 'albertsons.com' with mean price 3.3, 51 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'arlo.com' with mean price 0.1, 6 impressions of adomain 'audible.com' with mean price 0.1, 6 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'belladermaok.com' with mean price 0.2, 1 clicks of adomain 'bidease.com', 1 impressions of adomain 'bidease.com' with mean price 3.0, 1 impressions of adomain 'cartermuseum.org' with mean price 0.4, 30 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'churchdwight.com' with mean price 0.1, 7 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 12 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'drinkhint.com' with mean price 2.8, 3 impressions of adomain 'equitable.com' with mean price 0.5, 2 impressions of adomain 'fiverr.com' with mean price 1.7, 1 impressions of adomain 'flexfits.com' with mean price 0.5, 1 impressions of adomain 'freestylelibre.us' with mean price 0.1, 1 impressions of adomain 'freshlypicked.com' with mean price 0.1, 12 impressions of adomain 'frostbank.com' with mean price 0.2, 1 impressions of adomain 'genesisofirving.com' with mean price 0.1, 1 impressions of adomain 'giovanniranausa.com' with mean price 0.3, 1 impressions of adomain 'hargravefoundation.com' with mean price 0.2, 1 impressions of adomain 'helloned.com' with mean price 0.1, 3 impressions of adomain 'indeed.com' with mean price 0.1, 9 impressions of adomain 'instagram.com' with mean price 0.1, 2 impressions of adomain 'jazzpharma.com' with mean price 2.2, 1 impressions of adomain 'jerseymikes.com' with mean price 0.1, 1 impressions of adomain 'kettleandfire.com' with mean price 0.1, 4 impressions of adomain 'kohls.com' with mean price 0.1, 3 impressions of adomain 'metabolicmaintenance.com' with mean price 1.9, 1 impressions of adomain 'metagenics.com' with mean price 0.1, 1 impressions of adomain 'myvilli.com' with mean price 0.2, 2 impressions of adomain 'newpub.co/spades' with mean price 1.5, 4 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 4 impressions of adomain 'openbank.us' with mean price 0.1, 1 impressions of adomain 'orangetheory.com' with mean price 0.6, 1 impressions of adomain 'orgain.com' with mean price 3.6, 3 impressions of adomain 'pluto.tv' with mean price 0.1, 10 impressions of adomain 'progressive.com' with mean price 0.1, 2 impressions of adomain 'redbull.com' with mean price 0.1, 1 impressions of adomain 'regrowhairformula.com' with mean price 2.6, 3 impressions of adomain 'reliant.com' with mean price 5.5, 7 impressions of adomain 'samsung.com' with mean price 0.7, 7 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'smuckers.com' with mean price 5.0, 8 impressions of adomain 'spectrum.com' with mean price 4.7, 9 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'triplecrownplumbing.com' with mean price 0.4, 1 impressions of adomain 'txpoolconstruction.com' with mean price 0.2, 1 impressions of adomain 'unilever.com' with mean price 0.1, 4 impressions of adomain 'vandergriffchevrolet.com' with mean price 0.1, 1 impressions of adomain 'winstar.com' with mean price 0.1, 3 impressions of adomain 'wooga.com' with mean price 0.1; 49 sessions in app 'com.mobilityware.GinRummySolitaire', 3960 ad_requests with mean bid_floor 12.1, 2 clicks of adomain '5252slot.com', 3 impressions of adomain '5252slot.com' with mean price 1.2, 1 clicks of adomain 'benecolusa.com', 1 impressions of adomain 'benecolusa.com' with mean price 0.3, 1 impressions of adomain 'bibliaconsigo.com' with mean price 0.8, 1 impressions of adomain 'ezhealth.app' with mean price 0.7, 1 impressions of adomain 'fiverr.com' with mean price 1.3, 1 clicks of adomain 'healthprimal.com', 5 impressions of adomain 'healthprimal.com' with mean price 1.8, 1 impressions of adomain 'hot7sweeps.com' with mean price 0.4, 1 impressions of adomain 'loopme.com' with mean price 2.5, 6 clicks of adomain 'metabolicmaintenance.com', 8 impressions of adomain 'metabolicmaintenance.com' with mean price 1.5, 6 clicks of adomain 'newpub.co/spades', 10 impressions of adomain 'newpub.co/spades' with mean price 1.4, 1 impressions of adomain 'playtika.com' with mean price 0.6, 1 clicks of adomain 'playtika.com', 1 impressions of adomain 'productmadness.com' with mean price 0.7, 1 impressions of adomain 'quantstampfairfund.com' with mean price 0.4, 2 impressions of adomain 'regrowhairformula.com' with mean price 1.6, 9 impressions of adomain 'spectrum.com' with mean price 4.3, 1 impressions of adomain 'ulta.com' with mean price 1.7; 29 sessions in app 'com.mobilityware.spider', 1458 ad_requests with mean bid_floor 12.9, 1 impressions of adomain 'beiersdorf.com' with mean price 0.3, 3 impressions of adomain 'bestbuy.com' with mean price 4.7, 14 impressions of adomain 'bk.com' with mean price 0.3, 1 impressions of adomain 'booking.com' with mean price 6.5, 1 impressions of adomain 'cash.app' with mean price 0.1, 3 impressions of adomain 'equitable.com' with mean price 0.3, 1 impressions of adomain 'fieldcomponents.com' with mean price 0.1, 1 impressions of adomain 'flexfits.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'frostbank.com' with mean price 0.1, 4 impressions of adomain 'goswift.ly' with mean price 0.7, 1 impressions of adomain 'ingrezza.com' with mean price 0.7, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'metamucil.com' with mean price 0.6, 1 impressions of adomain 'perdue.com' with mean price 0.4, 2 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'txu.com' with mean price 0.1, 1 impressions of adomain 'verizonwireless.com' with mean price 0.3, 1 impressions of adomain 'woodmenlife.com' with mean price 0.3; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 3 ad_requests with mean bid_floor 5.2; 42 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1618 ad_requests with mean bid_floor 13.6, 3 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 10.0, 8 clicks of adomain 'newpub.co/spades', 8 impressions of adomain 'newpub.co/spades' with mean price 6.3, 1 impressions of adomain 'rocketmortgage.com' with mean price 1.1; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.8; 2 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 13.3; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 4.4; 3 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 17.9; 4 sessions in app 'kjv.bible.kingjamesbible', 318 ad_requests with mean bid_floor 50.3; 2 sessions in app 'mobi.redstonegames.mahjongsolitaire', 3 ad_requests with mean bid_floor 5.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 33;channel is 'USA/V/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 33;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.219753226474306;partition is 2611
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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 'e24c14fb-447f-4e67-8c0e-9160205629f8';uuid is '09d22df0-9f09-4e4e-972d-1a50f4231936';bid_timestamp is '2025-01-04 18:44:45';device_id is 'e24c14fb-447f-4e67-8c0e-9160205629f8';biddate is '2025-01-04';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 29.272595259556;target_cpi is 1.69801339873986;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 7.632;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 92963 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.07;prior_theme_impressions_count is 14;prior_tag_clicks_count is 12 ;time_since_click is 92952;hour is '2025-01-04 18:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[1 sessions in app 'com.Skillbuilder.bubbleshooter', 7 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.appspro.best.ringtones2017', 1 ad_requests with mean bid_floor 63.1; 1 sessions in app 'com.fancygame.solitaire.fish.girl', 8 ad_requests with mean bid_floor 1.3; 6 sessions in app 'com.gtsy.annoying.punch.game', 59 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.marketer.greenpass', 4 ad_requests with mean bid_floor 1.4; 76 sessions in app 'com.matteljv.uno', 1069 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.meeseva.bazaar', 15 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.uscommunitytrade.uscomtradr', 3 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 25;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 26;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.488802336500622;partition is 3934
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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 '8bae83a2-6a0d-4195-97e5-ee401be5e918';uuid is '276b0f8a-a56c-485e-96d4-40b18c891b60';bid_timestamp is '2024-12-13 4:58:40';device_id is '8bae83a2-6a0d-4195-97e5-ee401be5e918';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 11.5507996339971;target_cpi is 2.91378531062661;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 3.0528;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 46259 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.96;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is 46250;hour is '2024-12-13 04:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[5 sessions in app 'car.jam.traffic.seat.unblock', 350 ad_requests with mean bid_floor 59.7; 30 sessions in app 'com.abi.busjam.sortpuzzle', 441 ad_requests with mean bid_floor 13.0, 46 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'allstate.com' with mean price 0.7, 35 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'anthem.com' with mean price 1.4, 1 impressions of adomain 'app.dashdramas.com' with mean price 0.0, 2 impressions of adomain 'bankwithsouthern.com' with mean price 0.8, 1 impressions of adomain 'betterhelp.com' with mean price 0.8, 1 impressions of adomain 'bidease.com' with mean price 0.1, 1 impressions of adomain 'bidease.com_101931' with mean price 0.1, 5 impressions of adomain 'btcc.com' with mean price 0.0, 1 impressions of adomain 'burny.games' with mean price 0.0, 3 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'carnival.com' with mean price 0.3, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 1 impressions of adomain 'colgate.com' with mean price 0.1, 1 impressions of adomain 'com.asselin.android.luckylegends' with mean price 0.0, 2 impressions of adomain 'com.asselin.android.wildlegends' with mean price 0.0, 2 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.0, 3 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.1, 1 impressions of adomain 'crumblcookies.com' with mean price 0.4, 14 impressions of adomain 'crypto.com' with mean price 0.1, 1 impressions of adomain 'dave.com' with mean price 0.1, 2 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'discovery.com' with mean price 0.3, 7 impressions of adomain 'disneyplus.com' with mean price 0.1, 3 impressions of adomain 'doordash.com' with mean price 0.0, 8 impressions of adomain 'dramabox.com' with mean price 0.1, 1 impressions of adomain 'drybarshops.com' with mean price 0.3, 1 impressions of adomain 'dupixent.com' with mean price 1.0, 4 impressions of adomain 'earthrated.com' with mean price 0.1, 1 impressions of adomain 'ensure.com' with mean price 0.1, 8 impressions of adomain 'espnbet.com' with mean price 12.2, 1 clicks of adomain 'espnbet.com', 1 impressions of adomain 'findmykids.org' with mean price 0.0, 6 impressions of adomain 'folgerscoffee.com' with mean price 0.3, 1 impressions of adomain 'franksredhot.com' with mean price 0.7, 3 impressions of adomain 'genesis.com' with mean price 0.4, 3 impressions of adomain 'glade.com' with mean price 0.3, 6 impressions of adomain 'goldbond.com' with mean price 0.4, 3 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'governorofpoker.com' with mean price 0.0, 2 impressions of adomain 'gurugame.ai' with mean price 0.0, 3 impressions of adomain 'haleon.com' with mean price 0.3, 5 impressions of adomain 'harpercollins.com' with mean price 0.1, 12 impressions of adomain 'help.supercellsupport.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.1, 1 impressions of adomain 'homedepot.com' with mean price 0.0, 1 impressions of adomain 'hondadealers.com' with mean price 0.3, 6 impressions of adomain 'hulu.com' with mean price 0.8, 1 impressions of adomain 'humana.com' with mean price 0.8, 3 impressions of adomain 'igg.com' with mean price 7.7, 1 clicks of adomain 'igg.com', 3 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 'instacart.com' with mean price 0.0, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 1 impressions of adomain 'justdice.io' with mean price 0.0, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 impressions of adomain 'kovocredit.com' with mean price 0.0, 2 impressions of adomain 'kslottery.com' with mean price 0.2, 4 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'learnings.com.cn' with mean price 0.0, 1 impressions of adomain 'lenovo.com' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'merrell.com' with mean price 0.3, 3 impressions of adomain 'mistplay.com' with mean price 0.1, 6 impressions of adomain 'mobilityware.com' with mean price 0.0, 5 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'neabortionresources.org' with mean price 0.1, 2 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'nowfoods.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.1, 4 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 29 impressions of adomain 'papayagaming.com' with mean price 0.0, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'pepsico.com' with mean price 0.1, 2 impressions of adomain 'pepsifrontlinecareers.com' with mean price 0.4, 5 impressions of adomain 'playsimple.in' with mean price 0.1, 6 impressions of adomain 'playtika.com' with mean price 0.0, 3 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'pocketfm.com' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.5, 2 impressions of adomain 'pricelines.com' with mean price 0.1, 15 impressions of adomain 'productmadness.com' with mean price 0.0, 3 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'pvh.com' with mean price 0.2, 5 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'rogaine.com' with mean price 0.3, 4 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'scopely.com' with mean price 0.0, 4 impressions of adomain 'self.inc' with mean price 0.1, 1 impressions of adomain 'simplebro.co' with mean price 0.0, 1 impressions of adomain 'slowdive.app' with mean price 0.0, 4 impressions of adomain 'smithfieldfoods.com' with mean price 0.2, 1 impressions of adomain 'softbakedapps.com' with mean price 0.0, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 6 impressions of adomain 'subaru.com' with mean price 0.3, 6 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'sweetlorens.com' with mean price 0.6, 1 impressions of adomain 'tango.me' with mean price 0.0, 1 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'truecaller.com' with mean price 0.0, 1 impressions of adomain 'underdogfantasy.com' with mean price 40.5, 2 impressions of adomain 'uphold.com' with mean price 0.0, 1 impressions of adomain 'vitamix.com' with mean price 0.1, 7 impressions of adomain 'vitastudio.ai' with mean price 0.0, 9 impressions of adomain 'voqueznapro.com' with mean price 0.3, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'wbd.com' with mean price 0.4, 1 impressions of adomain 'whatisshingles.com' with mean price 0.3, 4 impressions of adomain 'wkkellogg.com' with mean price 0.1, 4 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 6 impressions of adomain 'xyzal.com' with mean price 0.3, 3 impressions of adomain 'zencolor.app' with mean price 0.0, 1 impressions of adomain 'zynga.com' with mean price 0.0; 23 sessions in app 'com.blackout.spades', 1420 ad_requests with mean bid_floor 39.2, 6 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'caudalie.com' with mean price 0.7, 2 clicks of adomain 'espnbet.com', 2 impressions of adomain 'espnbet.com' with mean price 31.4, 1 impressions of adomain 'mcluck.com' with mean price 36.3, 1 impressions of adomain 'nutrafol.com' with mean price 1.9, 3 impressions of adomain 'offerhives.com' with mean price 1.1, 2 impressions of adomain 'ordercoldstone.com' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 3 impressions of adomain 'peacocktv.com' with mean price 0.4, 1 clicks of adomain 'progressive.com', 2 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'raindancecolorado.com' with mean price 0.3, 2 impressions of adomain 'samsung.com' with mean price 1.5; 12 sessions in app 'com.fugo.wow', 620 ad_requests with mean bid_floor 17.2, 1 impressions of adomain 'aspercreme.com' with mean price 0.5, 1 impressions of adomain 'bk.com' with mean price 0.3, 6 impressions of adomain 'bluebuffalo.com' with mean price 3.5, 3 impressions of adomain 'coca-cola.com' with mean price 0.9, 1 impressions of adomain 'dnb.com' with mean price 0.4, 1 impressions of adomain 'dramamine.com' with mean price 0.4, 1 impressions of adomain 'goldbond.com' with mean price 0.4, 1 impressions of adomain 'goodnes.com' with mean price 0.9, 1 impressions of adomain 'icyhot.com' with mean price 0.5, 3 impressions of adomain 'lundbeck.com' with mean price 0.8, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'navy.com' with mean price 0.4, 1 impressions of adomain 'patagonia.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 1.4, 1 impressions of adomain 'walmart.com' with mean price 0.7; 1 sessions in app 'com.kii.safe', 3 ad_requests with mean bid_floor 0.0; 50 sessions in app 'com.mobilityware.freecell', 1149 ad_requests with mean bid_floor 17.1, 1 clicks of adomain 'camelgames.com', 1 impressions of adomain 'camelgames.com' with mean price 16.0, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 12.7, 1 clicks of adomain 'com.koykogames.Euphoria21Adventure', 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 16.7, 1 impressions of adomain 'espnbet.com' with mean price 17.8, 3 clicks of adomain 'igg.com', 4 impressions of adomain 'igg.com' with mean price 16.1, 3 impressions of adomain 'playrix.com' with mean price 10.0, 2 clicks of adomain 'underdogfantasy.com', 2 impressions of adomain 'underdogfantasy.com' with mean price 17.9; 14 sessions in app 'com.mobilityware.spider', 539 ad_requests with mean bid_floor 19.2, 2 impressions of adomain 'com.solvabet.zeus' with mean price 17.8, 1 clicks of adomain 'hellomillions.com', 1 impressions of adomain 'hellomillions.com' with mean price 19.7, 1 clicks of adomain 'igg.com', 2 impressions of adomain 'igg.com' with mean price 14.4, 1 impressions of adomain 'playrix.com' with mean price 10.1, 1 clicks of adomain 'scopely.com', 1 impressions of adomain 'scopely.com' with mean price 8.6; 1 sessions in app 'com.pin.screw.color.nuts.bolts.spin.free.game', 9 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.playvalve.solitaire', 4 ad_requests with mean bid_floor 6.1; 3 sessions in app 'com.tripledot.solitaire', 287 ad_requests with mean bid_floor 11.8, 1 impressions of adomain 'regalcardplay.com' with mean price 27.1, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.5; 12 sessions in app 'com.vincentb.MobControl', 530 ad_requests with mean bid_floor 4.8, 2 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'adobe.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'autoinsurance.org' with mean price 0.3, 1 impressions of adomain 'bayer.com' with mean price 0.7, 1 impressions of adomain 'bellco.org' with mean price 0.7, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 1 impressions of adomain 'carando.com' with mean price 0.3, 4 impressions of adomain 'communityamerica.com' with mean price 0.4, 1 impressions of adomain 'computershare.com' with mean price 0.3, 2 impressions of adomain 'crumblcookies.com' with mean price 0.5, 1 impressions of adomain 'earthrated.com' with mean price 0.3, 1 impressions of adomain 'goodnes.com' with mean price 1.3, 1 impressions of adomain 'haleon.com' with mean price 0.3, 4 clicks of adomain 'igg.com', 7 impressions of adomain 'igg.com' with mean price 17.9, 1 impressions of adomain 'mazdausa.com' with mean price 0.5, 1 impressions of adomain 'modot.org' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'morethanpayroll.com' with mean price 0.3, 1 impressions of adomain 'nordictrack.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'paypal.com' with mean price 0.4, 1 impressions of adomain 'pbs.org' with mean price 0.3, 1 impressions of adomain 'perdue.com' with mean price 0.4, 1 impressions of adomain 'podcast.com' with mean price 0.0, 2 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'pvh.com' with mean price 0.3, 1 impressions of adomain 'rogaine.com' with mean price 0.3, 2 impressions of adomain 'sling.com' with mean price 0.6, 1 impressions of adomain 'uphold.com' with mean price 0.0, 2 impressions of adomain 'visitalbuquerque.org' with mean price 0.6, 1 impressions of adomain 'wbd.com' with mean price 0.3, 1 impressions of adomain 'www.libertytax.com' with mean price 0.0; 1 sessions in app 'in.playsimple.wordbingo', 3 ad_requests with mean bid_floor 15.4; 1 sessions in app 'in.playsimple.wordtrip', 1 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 ;time_since_impression_in_hours is 12;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 13;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.951362600320249;partition is 425
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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 '1df373b5-dd2d-4989-a224-2ef62cbe2596';bid_timestamp is '2025-01-03 4:07:42';device_id is 'virt:7c091d8a34ecce5633eea5f55b11268c';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 '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 18.1604363876993;target_cpi is 3.8;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-03 04:00:00+00:00';day_of_week is '4';os_version is 9;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/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 0.440296225919904;partition is 962
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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 '626ca853-b6cf-424b-b9fe-682901b92326';uuid is 'c6d40082-0c24-46c2-8989-1399ee44b380';bid_timestamp is '2025-01-13 18:43:02';device_id is '626ca853-b6cf-424b-b9fe-682901b92326';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 '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 5.00912657837162;target_cpi is 6.17689421625839;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 4.476575;third_party_bid_price is ;prior_tag_impressions_count is 34 ;time_since_impression is 4142 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.51;prior_theme_impressions_count is 34;prior_tag_clicks_count is 6 ;time_since_click is 847495;hour is '2025-01-13 18:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[7 sessions in app 'com.americasbestpics', 8 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.handmark.expressweather', 4 ad_requests with mean bid_floor 45.4; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 4.7; 86 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 4975 ad_requests with mean bid_floor 14.7, 12 clicks of adomain 'chime.com', 21 impressions of adomain 'chime.com' with mean price 4.8, 3 impressions of adomain 'healthprimal.com' with mean price 5.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 10.0, 23 clicks of adomain 'newpub.co/spades', 24 impressions of adomain 'newpub.co/spades' with mean price 5.3, 2 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 4.6, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 3.2, 7 impressions of adomain 'rocketmortgage.com' with mean price 1.8, 1 impressions of adomain 'scorewarrior.com' with mean price 4.9, 1 impressions of adomain 'tiktok.com' with mean price 3.2, 3 impressions of adomain 'welloflife.com' with mean price 5.3; 11 sessions in app 'com.tripledot.solitaire', 1656 ad_requests with mean bid_floor 27.9; 4 sessions in app 'com.tripledot.woodoku', 320 ad_requests with mean bid_floor 6.8, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.3, 1 impressions of adomain 'crunch.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'gillette.com' with mean price 0.3, 1 impressions of adomain 'goodnes.com' with mean price 0.9, 1 impressions of adomain 'hulu.com' with mean price 0.9, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.2, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'poise.com' with mean price 0.3, 1 impressions of adomain 'visionworks.com' with mean price 0.4, 1 impressions of adomain 'volvocars.com' with mean price 0.0, 1 impressions of adomain 'www.learnings.ai' with mean price 38.2, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.1; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 4.8; 3 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 11.1; 30 sessions in app 'life.channel.accurate.local.weather.forecast', 56 ad_requests with mean bid_floor 5.2; 44 sessions in app 'sudoku.puzzle.free.game.brain', 878 ad_requests with mean bid_floor 30.6, 2 impressions of adomain '9snail.com' with mean price 0.0, 5 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'admile.com' with mean price 0.3, 2 impressions of adomain 'adobe.com' with mean price 0.0, 2 impressions of adomain 'agentworld.com' with mean price 0.2, 22 impressions of adomain 'amazon.com' with mean price 0.2, 5 impressions of adomain 'arcade1up.com' with mean price 0.3, 1 impressions of adomain 'autorentals.com' with mean price 0.5, 1 impressions of adomain 'autosport.com' with mean price 0.4, 7 impressions of adomain 'clorox.com' with mean price 0.2, 2 impressions of adomain 'coach.com' with mean price 0.2, 5 impressions of adomain 'coca-cola.com' with mean price 0.1, 1 impressions of adomain 'covergirl.com' with mean price 0.4, 1 impressions of adomain 'ctshirts.com' with mean price 0.0, 2 impressions of adomain 'cuisinart.com' with mean price 0.1, 8 impressions of adomain 'designhouse.design' with mean price 1.6, 1 impressions of adomain 'discovery.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'drpepper.com' with mean price 0.2, 3 impressions of adomain 'dyson.com' with mean price 0.2, 1 impressions of adomain 'exactpack.com' with mean price 0.4, 1 impressions of adomain 'fbgservices.com' with mean price 0.3, 1 impressions of adomain 'formiti.com' with mean price 0.3, 4 impressions of adomain 'google.com' with mean price 0.2, 6 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hitachi.com' with mean price 0.4, 1 impressions of adomain 'huntington.com' with mean price 0.6, 1 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'investor.vanguard.com' with mean price 0.9, 2 impressions of adomain 'jigsawscapes.com' with mean price 0.3, 1 impressions of adomain 'justplayapps.com' with mean price 0.0, 1 impressions of adomain 'kfc.com' with mean price 0.5, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 impressions of adomain 'learnings.com.cn' with mean price 0.0, 1 impressions of adomain 'legacytaxresolutionservices.com' with mean price 0.0, 1 impressions of adomain 'livefront.com' with mean price 0.2, 1 impressions of adomain 'livenation.com' with mean price 0.3, 7 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 1 impressions of adomain 'miramac.com' with mean price 0.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 2 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 2 impressions of adomain 'mtcfederal.com' with mean price 0.2, 1 impressions of adomain 'newcreationschildcare.com' with mean price 2.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 5 impressions of adomain 'one1brands.com' with mean price 0.1, 1 impressions of adomain 'orgain.com' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'paycom.com' with mean price 0.1, 2 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'redbull.com' with mean price 0.1, 1 impressions of adomain 'republicoftea.com' with mean price 0.4, 5 impressions of adomain 'rocketmortgage.com' with mean price 0.8, 1 impressions of adomain 'rxo.com' with mean price 0.2, 3 impressions of adomain 'safeshield.cloud' with mean price 0.0, 6 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.0, 3 impressions of adomain 'sleepnumber.com' with mean price 0.2, 4 impressions of adomain 'spectrum.com' with mean price 0.3, 2 impressions of adomain 'squareup.com' with mean price 0.0, 1 impressions of adomain 'sunnyhealthfitness.com' with mean price 0.2, 1 impressions of adomain 'thesherryrianoteam.com' with mean price 0.5, 1 impressions of adomain 'thewomenscenter.org' with mean price 0.4, 3 impressions of adomain 'unipharclinical.com' with mean price 0.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'volvocars.com' with mean price 0.0, 7 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'weather.com' with mean price 0.0, 2 impressions of adomain 'wheaton.edu' with mean price 0.3, 5 impressions of adomain 'wirelessworld.com' with mean price 0.2, 1 impressions of adomain 'wundermanthompson.com' with mean price 0.2, 1 clicks of adomain 'www.learnings.ai', 1 impressions of adomain 'www.learnings.ai' with mean price 10.4; 2 sessions in app 'water.sort.puzzle.game.color.sorting.free', 137 ad_requests with mean bid_floor 49.7, 1 impressions of adomain 'walgreens.com' with mean price 0.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;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 235;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.567082176390715;partition is 2249
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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 '';uuid is 'aa75b73d-b52c-44e4-b16a-a968267558c9';bid_timestamp is '2025-01-29 14:36:34';device_id is 'a4824bda-a22d-4d36-8eef-47eaaae2e3aa';biddate is '2025-01-29';country is 'USA';app is 'com.bengalirashifal2018.appzap';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'chartboost-android-sdk';raw_price is 0.2326;target_cpi is 0.3;campaign is 58188;creative_id is 229453;session_duration is 215 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-29 14:00:00+00:00';day_of_week is '2';os_version is 10;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.bengalirashifal2018.appzap/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.554718935502607;partition is 1937
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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 'ddae13f0-0fa2-46b6-a9af-a771e1c7570b';uuid is 'c3ff1be9-a535-42c3-bc64-d5e72dd95ea0';bid_timestamp is '2025-02-01 20:29:47';device_id is 'ddae13f0-0fa2-46b6-a9af-a771e1c7570b';biddate is '2025-02-01';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 '51a7255c07f27da656400084e11fc8a7';display_manager is 'bidmachine';raw_price is 4;target_cpi is 3.71999999999999;campaign is 58240;creative_id is 229284;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 8.48;placement_historical_value is 5.646546;third_party_bid_price is ;prior_tag_impressions_count is 52 ;time_since_impression is 150799 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 52;prior_tag_clicks_count is 7 ;time_since_click is 1058546;hour is '2025-02-01 20:00:00+00:00';day_of_week is '5';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; 186 sessions in app 'com.blackout.spades', 83662 ad_requests with mean bid_floor 27.8, 1 impressions of adomain 'advanceamerica.net' with mean price 0.2, 1 impressions of adomain 'aloha.com' with mean price 3.5, 129 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'arlo.com' with mean price 5.4, 2 impressions of adomain 'armra.com' with mean price 0.8, 2 impressions of adomain 'ascentprotein.com' with mean price 0.4, 1 impressions of adomain 'bausch.com' with mean price 0.5, 17 impressions of adomain 'bayer.com' with mean price 0.3, 5 impressions of adomain 'bluebuffalo.com' with mean price 0.5, 9 impressions of adomain 'boost.com' with mean price 1.0, 1 impressions of adomain 'breezeline.com' with mean price 3.8, 32 impressions of adomain 'chromadex.com' with mean price 5.0, 1 clicks of adomain 'chromadex.com', 10 impressions of adomain 'clevelandclinic.org' with mean price 6.3, 1 impressions of adomain 'clorox.com' with mean price 0.6, 3 impressions of adomain 'code3.com' with mean price 0.4, 1 impressions of adomain 'colgate.com' with mean price 0.4, 2 impressions of adomain 'creditkarma.com' with mean price 10.5, 1 impressions of adomain 'dairyqueen.com' with mean price 0.3, 5 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'discovermiddlesex.com' with mean price 0.8, 1 impressions of adomain 'disney.com' with mean price 0.4, 20 impressions of adomain 'disneyplus.com' with mean price 0.5, 3 impressions of adomain 'doordash.com' with mean price 1.2, 2 clicks of adomain 'dymatize.com', 5 impressions of adomain 'dymatize.com' with mean price 5.5, 1 impressions of adomain 'dyson.com' with mean price 1.0, 1 impressions of adomain 'elanco.com' with mean price 0.7, 1 impressions of adomain 'elanco.us' with mean price 0.4, 1 impressions of adomain 'emvenio.com' with mean price 0.6, 1 impressions of adomain 'ensure.com' with mean price 0.4, 1 impressions of adomain 'famous-supply.com' with mean price 0.2, 1 impressions of adomain 'fanniemae.com' with mean price 0.3, 5 impressions of adomain 'ferrero.com' with mean price 0.6, 1 impressions of adomain 'firsttactical.com' with mean price 0.2, 2 impressions of adomain 'fisglobal.com' with mean price 0.4, 3 impressions of adomain 'gardenoflife.com' with mean price 0.4, 2 impressions of adomain 'getactfore.com' with mean price 0.4, 3 impressions of adomain 'gomacro.com' with mean price 0.3, 1 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'hawken.edu' with mean price 0.6, 6 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'honda.com' with mean price 0.8, 1 impressions of adomain 'hormelfoods.com' with mean price 0.6, 3 impressions of adomain 'huel.com' with mean price 2.0, 1 impressions of adomain 'inabafoods.com' with mean price 0.4, 3 impressions of adomain 'insanelabz.com' with mean price 0.5, 3 impressions of adomain 'jerseyboatexpo.com' with mean price 0.5, 2 impressions of adomain 'kelloggs.com' with mean price 1.4, 1 impressions of adomain 'linkedin.com' with mean price 0.8, 1 impressions of adomain 'liquid-iv.com' with mean price 0.8, 7 impressions of adomain 'm2ingredients.com' with mean price 0.5, 3 impressions of adomain 'maineoptometry.com' with mean price 0.3, 1 impressions of adomain 'marketplaceevents.com' with mean price 0.4, 2 impressions of adomain 'mars.com' with mean price 1.0, 2 impressions of adomain 'medmutual.com' with mean price 0.8, 1 impressions of adomain 'michaeljfox.org' with mean price 1.0, 1 impressions of adomain 'mikmak.tv' with mean price 0.8, 1 clicks of adomain 'mmlending.com', 176 impressions of adomain 'mmlending.com' with mean price 1.3, 2 impressions of adomain 'mtnops.com' with mean price 0.6, 1 impressions of adomain 'naturesbakery.com' with mean price 0.7, 1 impressions of adomain 'naturestrove.com' with mean price 0.3, 4 impressions of adomain 'nestlehealthscience.com' with mean price 0.4, 1 impressions of adomain 'nestleusa.com' with mean price 0.5, 2 impressions of adomain 'newpub.co' with mean price 17.0, 8 impressions of adomain 'newpub.co/spades' with mean price 3.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'nurtec.com' with mean price 0.3, 21 impressions of adomain 'nutrafol.com' with mean price 1.6, 20 impressions of adomain 'nuunlife.com' with mean price 0.4, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.4, 6 impressions of adomain 'orgain.com' with mean price 0.6, 6 impressions of adomain 'originmaine.com' with mean price 0.7, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 1 impressions of adomain 'panoptica.app' with mean price 0.5, 6 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'penguinrandomhouse.com' with mean price 0.3, 1 impressions of adomain 'poise.com' with mean price 0.4, 6 impressions of adomain 'powerofresolve.com' with mean price 0.4, 23 impressions of adomain 'premierprotein.com' with mean price 3.4, 2 impressions of adomain 'prestigebrands.com' with mean price 3.3, 5 impressions of adomain 'progressive.com' with mean price 0.5, 4 impressions of adomain 'proof-advertising.com' with mean price 0.4, 1 impressions of adomain 'qantas.com' with mean price 0.6, 1 impressions of adomain 'quantstampfairfund.com' with mean price 0.5, 2 impressions of adomain 'qunol.com' with mean price 0.4, 8 impressions of adomain 'redbull.com' with mean price 0.5, 2 impressions of adomain 'revlon.com' with mean price 0.3, 34 impressions of adomain 'rohrich.com' with mean price 0.7, 4 impressions of adomain 'royalcanin.com' with mean price 0.5, 11 impressions of adomain 'samhsa.gov' with mean price 1.1, 5 impressions of adomain 'samsung.com' with mean price 0.7, 5 impressions of adomain 'sharefile.com' with mean price 0.3, 2 impressions of adomain 'shopflavcity.com' with mean price 1.0, 1 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'speedway.com' with mean price 1.9, 2 impressions of adomain 'starbucks.com' with mean price 0.4, 3 impressions of adomain 'strivectin.com' with mean price 0.5, 1 impressions of adomain 'supergut.com' with mean price 0.7, 1 impressions of adomain 'thecapitalrealty.info' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.1, 1 impressions of adomain 'tkcholdings.com' with mean price 0.6, 1 impressions of adomain 'toyota.com' with mean price 0.7, 1 impressions of adomain 'traveltexas.com' with mean price 0.3, 1 impressions of adomain 'uhhospitals.org' with mean price 0.4, 3 impressions of adomain 'ultimahealth.com' with mean price 0.6, 1 impressions of adomain 'vespyrbrands.com' with mean price 0.7, 3 impressions of adomain 'visitpa.com' with mean price 0.5, 16 impressions of adomain 'wellnesspetfood.com' with mean price 0.6, 1 impressions of adomain 'weruva.com' with mean price 0.4; 1 sessions in app 'com.fiogonia.spades', 7 ad_requests with mean bid_floor 9.2; 6 sessions in app 'com.halfbrick.fruitninjafree', 263 ad_requests with mean bid_floor 195.3; 1 sessions in app 'com.playvalve.solitaire', 4 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.pokerstars.cebo.psp', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.sgn.pandapop.gp', 142 ad_requests with mean bid_floor 150.2; 3 sessions in app 'com.tripledot.solitaire', 6 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 5.9; 8 sessions in app 'in.playsimple.wordtrip', 36 ad_requests with mean bid_floor 10.4; 64 sessions in app 'loppipoppi.dominoes', 6522 ad_requests with mean bid_floor 19.1, 2 impressions of adomain '23andme.com' with mean price 0.2, 63 impressions of adomain 'adidas.com' with mean price 0.2, 2 impressions of adomain 'advantagesolutions.net' with mean price 2.9, 3 impressions of adomain 'alignprobiotics.com' with mean price 4.0, 1 impressions of adomain 'allstate.com' with mean price 0.2, 2 impressions of adomain 'aloha.com' with mean price 0.3, 165 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'ancientnutrition.com' with mean price 0.3, 3 impressions of adomain 'armra.com' with mean price 0.3, 13 impressions of adomain 'ascentprotein.com' with mean price 0.1, 4 impressions of adomain 'astrazeneca.com' with mean price 0.6, 1 impressions of adomain 'auto-owners.com' with mean price 0.3, 22 impressions of adomain 'bausch.com' with mean price 0.2, 1 impressions of adomain 'benihana.com' with mean price 0.5, 2 impressions of adomain 'bestbuy.com' with mean price 0.6, 5 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'betus.com.pa' with mean price 0.3, 1 impressions of adomain 'bigautosavings.com' with mean price 2.7, 9 impressions of adomain 'bluebuffalo.com' with mean price 0.4, 9 impressions of adomain 'boost.com' with mean price 0.4, 2 impressions of adomain 'brukinsa.com' with mean price 0.4, 14 impressions of adomain 'cadillac.com' with mean price 0.3, 1 impressions of adomain 'castrol.com' with mean price 0.1, 3 impressions of adomain 'chewy.com' with mean price 0.2, 35 impressions of adomain 'chromadex.com' with mean price 0.5, 1 impressions of adomain 'claritin.com' with mean price 0.3, 3 impressions of adomain 'clorox.com' with mean price 0.2, 15 impressions of adomain 'coca-cola.com' with mean price 0.1, 2 impressions of adomain 'cocacola.com' with mean price 0.2, 7 impressions of adomain 'code3.com' with mean price 0.5, 1 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.2, 3 impressions of adomain 'costco.com' with mean price 0.5, 1 impressions of adomain 'cox.com' with mean price 0.7, 18 impressions of adomain 'creditkarma.com' with mean price 2.5, 1 impressions of adomain 'crumblcookies.com' with mean price 0.1, 19 impressions of adomain 'crypto.com' with mean price 9.3, 3 impressions of adomain 'cuisinart.com' with mean price 0.4, 7 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dexcom.com' with mean price 1.6, 1 impressions of adomain 'directv.com' with mean price 0.2, 1 impressions of adomain 'discovermiddlesex.com' with mean price 1.3, 10 impressions of adomain 'discovery.com' with mean price 0.2, 34 impressions of adomain 'disneyplus.com' with mean price 0.2, 21 impressions of adomain 'dollargeneral.com' with mean price 0.3, 6 impressions of adomain 'draftkings.com' with mean price 2.1, 8 impressions of adomain 'drinkpoppi.com' with mean price 0.2, 1 impressions of adomain 'drreddys.com' with mean price 0.2, 1 impressions of adomain 'drybarshops.com' with mean price 0.2, 1 impressions of adomain 'duq.edu' with mean price 0.4, 2 impressions of adomain 'dymatize.com' with mean price 0.2, 15 impressions of adomain 'dyson.com' with mean price 0.2, 4 impressions of adomain 'elanco.com' with mean price 0.2, 14 impressions of adomain 'elanco.us' with mean price 0.3, 1 impressions of adomain 'elementsmassage.com' with mean price 0.2, 6 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'encova.com' with mean price 1.9, 1 impressions of adomain 'energizer.com' with mean price 3.0, 5 impressions of adomain 'enhertu.com' with mean price 0.6, 21 impressions of adomain 'ensure.com' with mean price 0.3, 2 impressions of adomain 'entravision.com' with mean price 0.2, 1 impressions of adomain 'espnbet.com' with mean price 0.3, 2 impressions of adomain 'farther.com' with mean price 0.3, 26 impressions of adomain 'ferrero.com' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'franksredhot.com' with mean price 0.6, 5 impressions of adomain 'fulfilnutrition.com' with mean price 0.4, 1 impressions of adomain 'gardenoflife.com' with mean price 0.4, 9 impressions of adomain 'gatorade.com' with mean price 0.5, 1 impressions of adomain 'gjcity.org' with mean price 0.1, 1 impressions of adomain 'golaurelhighlands.com' with mean price 0.3, 1 impressions of adomain 'goldencorral.com' with mean price 0.1, 3 impressions of adomain 'gomacro.com' with mean price 0.2, 3 impressions of adomain 'goodnites.com' with mean price 0.1, 2 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'greaterclevelandfoodbank.org' with mean price 0.5, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.0, 42 impressions of adomain 'haleon.com' with mean price 0.3, 4 impressions of adomain 'healthprimal.com' with mean price 4.0, 5 impressions of adomain 'heritagestore.com' with mean price 0.4, 2 impressions of adomain 'hersheys.com' with mean price 0.2, 1 impressions of adomain 'heydudeshoesusa.com' with mean price 0.5, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 4 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'homespotter.com' with mean price 0.4, 1 impressions of adomain 'huel.com' with mean price 0.2, 2 impressions of adomain 'huggies.com' with mean price 0.1, 9 impressions of adomain 'humann.com' with mean price 0.3, 11 impressions of adomain 'huntingtonhelps.com' with mean price 0.3, 14 impressions of adomain 'inabafoods.com' with mean price 0.2, 14 impressions of adomain 'insanelabz.com' with mean price 0.3, 5 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'intrvl.us' with mean price 0.5, 1 impressions of adomain 'ivory.com' with mean price 3.6, 1 impressions of adomain 'janssen.com' with mean price 0.5, 30 impressions of adomain 'jcpenny.com' with mean price 0.2, 1 impressions of adomain 'kayak.com' with mean price 0.3, 2 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'kiehls.com' with mean price 0.3, 3 impressions of adomain 'kinderfarms.com' with mean price 0.2, 1 impressions of adomain 'lairdsuperfood.com' with mean price 0.3, 11 impressions of adomain 'levelsprotein.com' with mean price 0.2, 5 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.2, 1 impressions of adomain 'lundbeck.com' with mean price 1.1, 20 impressions of adomain 'm2ingredients.com' with mean price 0.3, 6 impressions of adomain 'marketplaceevents.com' with mean price 0.2, 4 impressions of adomain 'mars.com' with mean price 0.3, 4 impressions of adomain 'maybelline.com' with mean price 0.1, 11 impressions of adomain 'mccormick.com' with mean price 0.3, 11 impressions of adomain 'meiomi.com' with mean price 0.2, 1 impressions of adomain 'metamucil.com' with mean price 0.7, 15 impressions of adomain 'mmlending.com' with mean price 1.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 1 impressions of adomain 'moistureshield.com' with mean price 0.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'murdochs.com' with mean price 0.9, 3 impressions of adomain 'mypowerlife.com' with mean price 0.2, 2 impressions of adomain 'narcan.com' with mean price 0.1, 1 impressions of adomain 'nativecos.com' with mean price 2.9, 3 impressions of adomain 'natrol.com' with mean price 0.7, 3 impressions of adomain 'naturestrove.com' with mean price 0.2, 1 impressions of adomain 'naturesvariety.com' with mean price 0.2, 7 impressions of adomain 'naturesway.com' with mean price 0.4, 1 impressions of adomain 'neostrata.com' with mean price 0.2, 2 impressions of adomain 'nestleusa.com' with mean price 0.3, 1 impressions of adomain 'newbalance.com' with mean price 0.2, 1 impressions of adomain 'newpub.co' with mean price 8.0, 4 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'nordvpn.com' with mean price 0.9, 2 impressions of adomain 'nowfoods.com' with mean price 0.2, 5 impressions of adomain 'nurtec.com' with mean price 0.5, 26 impressions of adomain 'nutrafol.com' with mean price 0.4, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 50 impressions of adomain 'nuunlife.com' with mean price 0.3, 23 impressions of adomain 'ocrevus.com' with mean price 0.6, 4 impressions of adomain 'ohio.gov' with mean price 0.6, 1 impressions of adomain 'ohiogtn.org' with mean price 1.0, 2 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'olly.com' with mean price 0.1, 1 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.4, 20 impressions of adomain 'one1brands.com' with mean price 0.4, 5 impressions of adomain 'optimumnutrition.com' with mean price 0.2, 16 impressions of adomain 'orgain.com' with mean price 0.3, 10 impressions of adomain 'originmaine.com' with mean price 0.3, 1 impressions of adomain 'pantene.com' with mean price 2.5, 13 impressions of adomain 'paramountplus.com' with mean price 0.3, 31 impressions of adomain 'paulmitchell.com' with mean price 0.2, 17 impressions of adomain 'paxlovidhcp.com' with mean price 1.4, 2 impressions of adomain 'peets.com' with mean price 0.1, 1 impressions of adomain 'pepsi.com' with mean price 0.2, 3 impressions of adomain 'perdue.com' with mean price 0.2, 2 impressions of adomain 'pfizer.com' with mean price 5.8, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 1 impressions of adomain 'philips.com' with mean price 0.1, 2 impressions of adomain 'postconsumerbrands.com' with mean price 0.1, 16 impressions of adomain 'premierprotein.com' with mean price 0.3, 1 impressions of adomain 'premierwellnesspicks.com' with mean price 5.7, 3 impressions of adomain 'prestigebrands.com' with mean price 0.2, 4 impressions of adomain 'prevagen.com' with mean price 0.2, 5 impressions of adomain 'prilosecotc.com' with mean price 0.4, 3 impressions of adomain 'productmadness.com' with mean price 1.0, 8 impressions of adomain 'progressive.com' with mean price 0.4, 4 impressions of adomain 'quantstampfairfund.com' with mean price 0.4, 4 impressions of adomain 'qunol.com' with mean price 0.2, 1 impressions of adomain 'radiologysolutions.bayer.com' with mean price 1.8, 1 impressions of adomain 'reckitt.com' with mean price 0.5, 3 impressions of adomain 'redbull.com' with mean price 0.2, 4 impressions of adomain 'revlon.com' with mean price 0.2, 1 impressions of adomain 'risecannabis.com' with mean price 0.7, 29 impressions of adomain 'rohrich.com' with mean price 0.4, 15 impressions of adomain 'royalcanin.com' with mean price 0.2, 1 impressions of adomain 'samhsa.gov' with mean price 2.5, 2 impressions of adomain 'samsclub.com' with mean price 0.4, 2 impressions of adomain 'sandisk.com' with mean price 0.1, 1 impressions of adomain 'sanofi.com' with mean price 1.9, 1 impressions of adomain 'santanderus.com' with mean price 0.1, 1 impressions of adomain 'sculptnation.com' with mean price 0.4, 3 impressions of adomain 'seequent.com' with mean price 0.9, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.1, 12 impressions of adomain 'shopflavcity.com' with mean price 0.2, 1 impressions of adomain 'sleepnumber.com' with mean price 1.2, 4 impressions of adomain 'sling.com' with mean price 0.2, 12 impressions of adomain 'sovereignsilver.com' with mean price 0.3, 5 impressions of adomain 'spectrum.com' with mean price 0.4, 2 impressions of adomain 'spectrumbrands.com' with mean price 0.3, 1 impressions of adomain 'sportsresearch.com' with mean price 0.2, 4 impressions of adomain 'starbucks.com' with mean price 0.2, 9 impressions of adomain 'starz.com' with mean price 0.3, 8 impressions of adomain 'strivectin.com' with mean price 0.4, 4 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.3, 32 impressions of adomain 'thelandingdispensaries.com' with mean price 0.7, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.2, 1 impressions of adomain 'theupsstore.com' with mean price 0.3, 1 impressions of adomain 'titosvodka.com' with mean price 0.4, 1 impressions of adomain 'toyota.com' with mean price 0.2, 2 impressions of adomain 'tri-c.edu' with mean price 0.2, 81 impressions of adomain 'ultimahealth.com' with mean price 0.4, 1 impressions of adomain 'unitehair.com' with mean price 0.2, 4 impressions of adomain 'universalnutrition.com' with mean price 0.3, 1 impressions of adomain 'unlock.com' with mean price 1.6, 3 impressions of adomain 'urb.shop' with mean price 1.0, 2 impressions of adomain 'valtoco.com' with mean price 0.8, 2 impressions of adomain 'vectibix.com' with mean price 0.8, 1 impressions of adomain 'velphoro.us' with mean price 0.2, 7 impressions of adomain 'vespyrbrands.com' with mean price 0.2, 2 impressions of adomain 'vicks.com' with mean price 0.5, 2 impressions of adomain 'victorpetfood.com' with mean price 0.3, 1 impressions of adomain 'visitpa.com' with mean price 0.2, 2 impressions of adomain 'vitalnutrients.net' with mean price 0.2, 2 impressions of adomain 'vytalogy.com' with mean price 0.2, 1 impressions of adomain 'vyvgart.com' with mean price 1.3, 5 impressions of adomain 'walgreens.com' with mean price 0.7, 5 impressions of adomain 'walmart.com' with mean price 0.3, 24 impressions of adomain 'wellnesspetfood.com' with mean price 0.2, 2 impressions of adomain 'weruva.com' with mean price 0.2, 7 impressions of adomain 'wkkellogg.com' with mean price 0.2, 13 impressions of adomain 'xifaxan.com' with mean price 0.5, 1 impressions of adomain 'xtratuf.com' with mean price 2.4, 2 impressions of adomain 'yourpremierbank.com' with mean price 0.4, 1 impressions of adomain 'yourradioplace.com' with mean price 0.1, 3 impressions of adomain 'zeroogravitygames.com' with mean price 0.2, 1 impressions of adomain 'zimmerman.com' with mean price 2.6, 2 impressions of adomain 'zscaler.com' with mean price 0.6];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 41;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 294;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.260346611269422;partition is 766
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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 '923ece33-413e-40c0-aad3-5d15ed61cad7';uuid is 'ef987145-8837-4daf-bd93-98220c458589';bid_timestamp is '2025-01-25 5:07:37';device_id is '923ece33-413e-40c0-aad3-5d15ed61cad7';biddate is '2025-01-25';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 47.9814054411786;target_cpi is 0.935348905145404;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 42.569634;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 178219 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.25;prior_theme_impressions_count is 7;prior_tag_clicks_count is 5 ;time_since_click is 178334;hour is '2025-01-25 05:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[9 sessions in app 'at.ner.SolitaireSpider', 30 ad_requests with mean bid_floor 7.2; 1 sessions in app 'casino.wild.jackpot.slots.android', 5 ad_requests with mean bid_floor 3.1; 1 sessions in app 'clubillion.social.slots.casino.friends.free.android', 2 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.Skillbuilder.bubbleshooter', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.bigcake.android.spidersolitaire', 5 ad_requests with mean bid_floor 12.1, 1 impressions of adomain 'amazon.com' with mean price 0.5; 16 sessions in app 'com.blackout.spades', 467 ad_requests with mean bid_floor 13.6, 1 impressions of adomain 'cnbtx.bank' with mean price 0.4, 2 impressions of adomain 'hystlerunn.com' with mean price 0.5, 8 clicks of adomain 'newpub.co/spades', 9 impressions of adomain 'newpub.co/spades' with mean price 93.9, 1 impressions of adomain 'paramountplus.com' with mean price 0.7; 2 sessions in app 'com.bus.fever.car.parking.jam.color.match3d.puzzle.games', 12 ad_requests with mean bid_floor 11.3; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 12 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.flyingwhalegames.carout', 12 ad_requests with mean bid_floor 6.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.8; 1 sessions in app 'com.higgs.slotsmash', 7 ad_requests with mean bid_floor 51.3; 1 sessions in app 'com.intensedev.biblesolitaire.gp', 32 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.jackpotwinner.slots', 6 ad_requests with mean bid_floor 30.0; 1 sessions in app 'com.otsbet.app', 8 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.playbliss.traffic.jam.car.escape.out', 17 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.puzzle.traffic.escape.car', 20 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.relaxgame.android.mahjong', 5 ad_requests with mean bid_floor 3.1; 6 sessions in app 'com.solitaire.card', 31 ad_requests with mean bid_floor 18.6, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'microsoft.com' with mean price 0.4, 1 impressions of adomain 'newtonbaby.com' with mean price 1.0, 2 impressions of adomain 'pandora.com' with mean price 0.3; 5 sessions in app 'com.solitaire.classic.game', 65 ad_requests with mean bid_floor 4.0, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 77.2, 1 impressions of adomain 'prosperitybankusa.com' with mean price 0.5; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 28 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.staplegames.spades', 3 ad_requests with mean bid_floor 38.9; 4 sessions in app 'com.superluckycasino.hotvegas.slots.vegas.android.free', 7 ad_requests with mean bid_floor 7.8; 2 sessions in app 'com.superluckycasino.megadiamond.slots.vegas.android.free', 13 ad_requests with mean bid_floor 6.2; 4 sessions in app 'com.tripledot.solitaire', 188 ad_requests with mean bid_floor 15.6, 1 clicks of adomain 'www.solitairecardstudio.com', 1 impressions of adomain 'www.solitairecardstudio.com' with mean price 94.2, 1 clicks of adomain 'www.vitastudio.ai', 1 impressions of adomain 'www.vitastudio.ai' with mean price 89.0; 1 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 12 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.up.up.study.copper', 20 ad_requests with mean bid_floor 308.0; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 4.6; 2 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 9.7; 2 sessions in app 'lucky.jackpot.slot.vegas.casino.free.game.android', 17 ad_requests with mean bid_floor 8.1; 1 sessions in app 'slots.pcg.casino.games.free.android', 2 ad_requests with mean bid_floor 792.3; 11 sessions in app 'st.ows.chess', 139 ad_requests with mean bid_floor 1.9, 1 impressions of adomain 'justdice.io' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'ksg.com' with mean price 0.4, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'myshinytime.biz' with mean price 0.6, 1 impressions of adomain 'pentlyconger.com' with mean price 0.6, 2 impressions of adomain 'productmadness.com' with mean price 0.5, 32 impressions of adomain 'roomstogo.com' with mean price 0.6, 1 impressions of adomain 'theconsumertransparencyproject.com' with mean price 4.2, 1 impressions of adomain 'vitastudio.ai' with mean price 0.3, 1 impressions of adomain 'wooga.com' with mean price 0.3; 2 sessions in app 'traffic.parking.jam.escape.car3d.games', 65 ad_requests with mean bid_floor 2.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 49;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 50;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.179619801901988;partition is 284
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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 '44a70026-4c16-47c6-ba4f-18ace8ce4edb';uuid is '389cb20a-59c8-4305-9406-433e277deb07';bid_timestamp is '2025-01-18 4:33:25';device_id is '44a70026-4c16-47c6-ba4f-18ace8ce4edb';biddate is '2025-01-18';country is 'USA';app is 'com.gimica.wordkitchen';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.57678970161806;target_cpi is 10.0232904608157;campaign is 57948;creative_id is 228773;session_duration is 0 ;seller_name is 'Gimica MAX';seller_id is 243;content_type is 'vi';bid_floor is 2.1158 ;min_floor is 0.0106 ;bidmachine_placement_value is 385.92233;placement_historical_value is 3.01877;third_party_bid_price is 2.1158;prior_tag_impressions_count is 2 ;time_since_impression is 4068 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.33;prior_theme_impressions_count is 2;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-18 04:00:00+00:00';day_of_week is '5';os_version is 11;user_behavior is :[19 sessions in app '69909.', 0 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.LoopGames.Domino', 92 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.RayGaming.GhostTower', 25 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.RayGaming.GrabAToy', 24 ad_requests with mean bid_floor 2.9; 8 sessions in app 'com.alien.shooter.galaxy.attack', 28 ad_requests with mean bid_floor 0.5; 15 sessions in app 'com.bigcash.app', 20 ad_requests with mean bid_floor 0.0; 10 sessions in app 'com.blackout.word', 974 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.chippymediallc.word.nut.android', 33 ad_requests with mean bid_floor 5.0; 18 sessions in app 'com.corestudios.storemanagementidle', 184 ad_requests with mean bid_floor 8.1, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'pluto.tv' with mean price 0.1; 1 sessions in app 'com.cupcake.sea.block1010.puzzle', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fc.goods.sort.matching.puzzle.triplemaster', 12 ad_requests with mean bid_floor 2.4; 32 sessions in app 'com.fc.nut.screw.bolt.washer.fastener.puzzle', 849 ad_requests with mean bid_floor 61.9; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.free.spider.solitaire.card.game', 4 ad_requests with mean bid_floor 6.6; 1 sessions in app 'com.gimica.brickdoku', 22 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.gimica.bubblepop', 7 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.gimica.hexapuzzlefun', 8 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'oaklawn.com' with mean price 0.7; 1 sessions in app 'com.gimica.idlemergefun', 7 ad_requests with mean bid_floor 2.2; 3 sessions in app 'com.gimica.madsmash', 68 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.gimica.maketen', 12 ad_requests with mean bid_floor 1.4; 21 sessions in app 'com.gimica.mergeblast', 800 ad_requests with mean bid_floor 5.6, 2 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'apk.freehyz1.com' with mean price 0.0, 1 impressions of adomain 'appstation.online' with mean price 0.0, 1 impressions of adomain 'bumble.com' with mean price 6.1, 1 impressions of adomain 'buzzcast.info' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.1, 2 clicks of adomain 'exmox.com', 4 impressions of adomain 'exmox.com' with mean price 2.7, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mycyberdefensehq.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.9, 2 impressions of adomain 'oaklawn.com' with mean price 0.4, 4 impressions of adomain 'paulmitchell.com' with mean price 0.3, 4 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1; 3 sessions in app 'com.gimica.mixblox', 114 ad_requests with mean bid_floor 0.6; 3 sessions in app 'com.gimica.puzzlepopblaster', 117 ad_requests with mean bid_floor 1.3, 1 impressions of adomain 'pluto.tv' with mean price 0.1; 4 sessions in app 'com.gimica.solitaireverse', 41 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.gimica.spaceconnect', 22 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.gimica.sugarmatch', 24 ad_requests with mean bid_floor 23.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 5 impressions of adomain 'paulmitchell.com' with mean price 0.2; 1 sessions in app 'com.gimica.tangram', 10 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.gimica.tilematchpro', 2 ad_requests with mean bid_floor 0.0; 32 sessions in app 'com.gimica.treasuremaster', 2415 ad_requests with mean bid_floor 3.6, 1 impressions of adomain 'alibaba.com' with mean price 0.0, 4 impressions of adomain 'appstation.online' with mean price 1.1, 4 impressions of adomain 'bigo.tv' with mean price 0.1, 2 clicks of adomain 'bumble.com', 4 impressions of adomain 'bumble.com' with mean price 5.6, 1 impressions of adomain 'candycrushsodasaga.com' with mean price 0.0, 2 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 1 clicks of adomain 'freecash.com', 6 impressions of adomain 'freecash.com' with mean price 4.1, 1 impressions of adomain 'google.com' with mean price 0.0, 35 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'insurify.com' with mean price 7.6, 1 clicks of adomain 'joinpropel.com', 1 impressions of adomain 'joinpropel.com' with mean price 7.1, 2 impressions of adomain 'luckylandslots.com' with mean price 0.0, 3 impressions of adomain 'mobilityware.com' with mean price 0.0, 3 impressions of adomain 'moneylion.com' with mean price 0.0, 12 impressions of adomain 'myarinsurance.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'paramountplus.com' with mean price 0.2, 3 impressions of adomain 'productmadness.com' with mean price 0.1, 3 impressions of adomain 'roblox.com' with mean price 0.0, 2 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 3 impressions of adomain 'speed.app' with mean price 2.9, 2 clicks of adomain 'speed.app', 10 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0; 1 sessions in app 'com.gimica.triviamadness', 30 ad_requests with mean bid_floor 1.8; 4 sessions in app 'com.gimica.watersorter', 128 ad_requests with mean bid_floor 1.7, 1 impressions of adomain 'bumble.com' with mean price 6.9; 150 sessions in app 'com.gimica.wordkitchen', 14304 ad_requests with mean bid_floor 2.4, 2 impressions of adomain '9snail.com' with mean price 0.0, 72 impressions of adomain 'amazon.com' with mean price 0.3, 4 impressions of adomain 'appquantum.com' with mean price 0.0, 5 clicks of adomain 'badoo.com', 16 impressions of adomain 'badoo.com' with mean price 3.4, 21 impressions of adomain 'betsaracen.com' with mean price 0.7, 3 impressions of adomain 'bigo.sg' with mean price 0.8, 1 clicks of adomain 'bigo.sg', 8 impressions of adomain 'bigo.tv' with mean price 0.5, 2 impressions of adomain 'boo.world' with mean price 0.0, 4 impressions of adomain 'brandbee.io' with mean price 4.7, 1 clicks of adomain 'brandbee.io', 21 impressions of adomain 'bumble.com' with mean price 6.1, 3 clicks of adomain 'bumble.com', 6 impressions of adomain 'buzzcast.info' with mean price 0.1, 25 impressions of adomain 'cashoomoapps.info' with mean price 2.9, 6 clicks of adomain 'cashoomoapps.info', 4 impressions of adomain 'chimebank.com' with mean price 1.3, 1 clicks of adomain 'chimebank.com', 31 impressions of adomain 'clorox.com' with mean price 0.3, 10 impressions of adomain 'coca-cola.com' with mean price 0.2, 6 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 0.0, 3 impressions of adomain 'conair.com' with mean price 0.2, 1 impressions of adomain 'dave.com' with mean price 0.1, 3 impressions of adomain 'depend.com' with mean price 0.2, 2 impressions of adomain 'dillrealestate.com' with mean price 0.3, 14 impressions of adomain 'disneyplus.com' with mean price 0.3, 2 impressions of adomain 'doordash.com' with mean price 0.0, 1 clicks of adomain 'exmox.com', 1 impressions of adomain 'exmox.com' with mean price 7.1, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 6 clicks of adomain 'freecash.com', 22 impressions of adomain 'freecash.com' with mean price 3.4, 6 impressions of adomain 'goodjobgames.com' with mean price 1.0, 4 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'ibotta.com' with mean price 0.1, 1 impressions of adomain 'igg.com' with mean price 0.5, 1 impressions of adomain 'illinoislottery.com' with mean price 0.0, 1 impressions of adomain 'instacart.com' with mean price 0.0, 4 impressions of adomain 'instagram.com' with mean price 0.2, 2 clicks of adomain 'intuit.com', 9 impressions of adomain 'intuit.com' with mean price 3.5, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 10 impressions of adomain 'justdice.io' with mean price 2.0, 1 impressions of adomain 'kash.gg' with mean price 0.0, 1 impressions of adomain 'kleenex.com' with mean price 0.2, 1 impressions of adomain 'kohler.com' with mean price 0.2, 1 clicks of adomain 'ksg.com', 1 impressions of adomain 'ksg.com' with mean price 8.5, 4 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'meetava.com' with mean price 2.4, 10 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 2 impressions of adomain 'mobilityware.com' with mean price 0.0, 5 impressions of adomain 'moneylion.com' with mean price 0.1, 3 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'myarkansaslottery.com' with mean price 0.4, 15 impressions of adomain 'mycashery.com' with mean price 0.0, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 1 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 3.7, 2 impressions of adomain 'newpub.co/watersort' with mean price 2.5, 1 clicks of adomain 'newpub.co/watersort', 6 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 23 impressions of adomain 'nutrafol.com' with mean price 0.3, 7 impressions of adomain 'oaklawn.com' with mean price 0.5, 1 impressions of adomain 'ozk.com' with mean price 0.7, 2 impressions of adomain 'paintbynumber.app' with mean price 0.0, 2 impressions of adomain 'paramountplus.com' with mean price 0.2, 2 impressions of adomain 'peacocktv.com' with mean price 0.2, 2 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 2 impressions of adomain 'productmadness.com' with mean price 0.0, 8 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 1 impressions of adomain 'scopely.com' with mean price 0.0, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 2 clicks of adomain 'snap.com', 3 impressions of adomain 'snap.com' with mean price 4.1, 4 impressions of adomain 'snapchat.com' with mean price 3.4, 5 clicks of adomain 'speed.app', 14 impressions of adomain 'speed.app' with mean price 3.8, 7 impressions of adomain 'speedcash.com' with mean price 1.7, 1 clicks of adomain 'speedcash.com', 3 impressions of adomain 'superlive.chat' with mean price 3.4, 4 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 impressions of adomain 'temu.com' with mean price 5.7, 1 impressions of adomain 'thermos.com' with mean price 0.3, 3 impressions of adomain 'tripledotstudios.com' with mean price 6.1, 7 impressions of adomain 'valhalla-survival.com' with mean price 5.6, 3 clicks of adomain 'valhalla-survival.com', 5 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'youtube.com' with mean price 0.2, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 3 sessions in app 'com.gimica.wordseeker', 82 ad_requests with mean bid_floor 1.6, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'oaklawn.com' with mean price 0.4, 1 impressions of adomain 'temu.com' with mean price 0.2; 2 sessions in app 'com.gosub60.sol5', 13 ad_requests with mean bid_floor 2.3; 52 sessions in app 'com.justplay.app', 64 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.mergedomhomedesign.game', 9 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.miracle.block.smash.journey', 17 ad_requests with mean bid_floor 8.0; 13 sessions in app 'com.myyearbook.m', 22 ad_requests with mean bid_floor 9.8; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 3.8; 11 sessions in app 'com.pingvigames.taptap_match_connect_pairs', 191 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.playchi.solitairesortpuzzle', 305 ad_requests with mean bid_floor 55.5, 1 impressions of adomain 'buzzcast.info' with mean price 0.0, 1 impressions of adomain 'purina.com' with mean price 0.1, 1 impressions of adomain 'speedcash.com' with mean price 0.1; 23 sessions in app 'com.skout.android', 120 ad_requests with mean bid_floor 10.9; 4 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.unicostudio.balltubes', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.vpn.free.hotspot.secure.vpnify', 3 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.wordfarm.scapes', 3 ad_requests with mean bid_floor 0.0; 4 sessions in app 'in.playsimple.wordtrip', 12 ad_requests with mean bid_floor 14.6; 1 sessions in app 'io.randomco.travel', 30 ad_requests with mean bid_floor 268.6; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 3.2; 1 sessions in app 'net.peakgames.toonblast', 4 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 ;time_since_impression_in_hours is 1;channel is 'USA/V/bidmachine/com.gimica.wordkitchen/False/243';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.162079733318486;partition is 3439
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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 '46ee33ff-733b-48dd-a38f-c721c0f86dc4';bid_timestamp is '2025-01-30 22:53:41';device_id is 'fb1b5cd4-0cc1-4677-9dd9-36e23004b095';biddate is '2025-01-30';country is 'USA';app is 'com.files.ultimate.turbo.car.racing';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'applovin';raw_price is 0.101760552894095;target_cpi is 0.3;campaign is 58188;creative_id is 229452;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 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-30 22:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/com.files.ultimate.turbo.car.racing/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.591939448145378;partition is 3486
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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 'aebdbbc3-d77a-4b18-8d45-ed34a20a9331';bid_timestamp is '2025-01-28 16:05:24';device_id is 'e16fd36f-41eb-461d-a495-a34bade40212';biddate is '2025-01-28';country is 'USA';app is 'com.shadihonekeupay.appzap';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 2.41220375943949;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 234 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 1.3356 ;min_floor is 1.3356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-28 16:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.shadihonekeupay.appzap/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.115825329703205;partition is 1811
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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 '4ecdeed0-d055-49d6-b348-4a556362b91b';uuid is '81092de7-9db6-4aac-b95e-bb3b4ed21135';bid_timestamp is '2025-02-09 18:58:23';device_id is '4ecdeed0-d055-49d6-b348-4a556362b91b';biddate is '2025-02-09';country is 'USA';app is 'com.screw.pin.nuts.bolts.jam.puzzle';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'b97f12dee434c07dfd7cbdd16ebd3406';display_manager is 'bidmachine';raw_price is 8;target_cpi is 3.71999999999999;campaign is 58240;creative_id is 229478;session_duration is 0 ;seller_name is 'Maverick Mobile MAX';seller_id is 222;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 'rightangles_BM_tests';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-09 18:00:00+00:00';day_of_week is '6';os_version is 15;user_behavior is :[20 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'appsflyer.com' with mean price 54.4, 31 impressions of adomain 'doubleucasino.com' with mean price 5.6, 7 impressions of adomain 'doubleugames.com' with mean price 37.1, 2 impressions of adomain 'paramountplus.com' with mean price 1.1, 1 impressions of adomain 'tiktok.com' with mean price 1.7, 3 impressions of adomain 'zeroogravitygames.com' with mean price 1.6; 16 sessions in app 'com.bitmango.go.bubblepop', 79 ad_requests with mean bid_floor 32.6; 23 sessions in app 'com.dg.differencegames.u.hiddenobject.christmasquest', 110 ad_requests with mean bid_floor 7.2; 25 sessions in app 'com.dg.differencegames.u.hiddenobject.elvenforest', 123 ad_requests with mean bid_floor 7.7; 27 sessions in app 'com.dg.differencegames.u.hiddenobject.escapetonature', 146 ad_requests with mean bid_floor 8.1; 24 sessions in app 'com.dg.differencegames.u.hiddenobject.winterwonderland', 147 ad_requests with mean bid_floor 12.2; 58 sessions in app 'com.fiogonia.canasta', 615 ad_requests with mean bid_floor 43.6; 10 sessions in app 'com.fiogonia.gin', 140 ad_requests with mean bid_floor 10.0; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.5; 4 sessions in app 'com.niuaigo.bubble.shooter', 6 ad_requests with mean bid_floor 66.8; 1 sessions in app 'com.pink.cute.wallpapers', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.productmadness.cashmancasino', 28 ad_requests with mean bid_floor 20.5; 1 sessions in app 'com.puzzle1studio.go.bubblepoporiginpuzzlegame', 2 ad_requests with mean bid_floor 54.0; 9 sessions in app 'com.sciplay.dancingdrumsslots', 149 ad_requests with mean bid_floor 42.3; 11 sessions in app 'com.screw.pin.nuts.bolts.jam.puzzle', 1825 ad_requests with mean bid_floor 10.5, 48 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'albertlee.biz' with mean price 0.1, 6 impressions of adomain 'ashleyfurniture.com' with mean price 23.3, 1 impressions of adomain 'audible.com' with mean price 0.0, 24 impressions of adomain 'bolegames.com' with mean price 12.7, 2 impressions of adomain 'bradshawhome.com' with mean price 0.1, 1 impressions of adomain 'crypto.com' with mean price 0.0, 3 impressions of adomain 'designinfini.com' with mean price 0.2, 7 impressions of adomain 'doreljuvenile.com' with mean price 0.1, 155 impressions of adomain 'doubleucasino.com' with mean price 24.7, 41 impressions of adomain 'doubleugames.com' with mean price 24.2, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 2 impressions of adomain 'grainger.com' with mean price 0.4, 1 impressions of adomain 'groundtruth.com' with mean price 0.4, 1 impressions of adomain 'ianinc.net' with mean price 0.5, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 17 impressions of adomain 'iheart.com' with mean price 0.0, 3 impressions of adomain 'mg-united.com' with mean price 0.1, 1 impressions of adomain 'moneylion.com' with mean price 0.0, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 3 impressions of adomain 'newpub.co' with mean price 8.0, 3 impressions of adomain 'phoenixchildrens.org' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 17.6, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 2 impressions of adomain 'productmadness.com' with mean price 0.2, 1 impressions of adomain 'roblox.com' with mean price 0.0, 5 impressions of adomain 'rockandbrewscasinobraman.com' with mean price 0.2, 1 impressions of adomain 'theupsstore.com' with mean price 3.0, 1 impressions of adomain 'umass.edu' with mean price 0.1, 3 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'vyvgart.com' with mean price 0.0, 2 impressions of adomain 'zynga.com' with mean price 17.1; 92 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3444 ad_requests with mean bid_floor 25.9, 1 impressions of adomain 'bolegames.com' with mean price 11.0, 274 impressions of adomain 'doubleucasino.com' with mean price 55.2, 7 impressions of adomain 'doubleugames.com' with mean price 18.7, 1 impressions of adomain 'exmox.com' with mean price 9.9, 3 impressions of adomain 'productmadness.com' with mean price 8.3, 7 impressions of adomain 'sciplay.com' with mean price 15.7, 1 impressions of adomain 'zeroogravitygames.com' with mean price 16.7; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 7.9; 3 sessions in app 'com.wood.bolt.wordle.screw.nuts.puzzle', 260 ad_requests with mean bid_floor 19.5, 1 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'axs.com' with mean price 1.3, 1 impressions of adomain 'designinfini.com' with mean price 0.2, 38 impressions of adomain 'doubleucasino.com' with mean price 63.1, 1 impressions of adomain 'rockandbrewscasinobraman.com' with mean price 0.2, 1 impressions of adomain 'simplebro.co' with mean price 0.1, 3 impressions of adomain 'starfire.com' with mean price 0.5, 1 impressions of adomain 'thelanelinen.com' with mean price 0.1, 1 impressions of adomain 'valleybuickgmc.com' with mean price 1.2, 1 impressions of adomain 'vendasta.com' with mean price 0.2, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'zynga.com' with mean price 23.4; 1 sessions in app 'com.yolostudio.theimpostor', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 9.1; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 3.2; 1 sessions in app 'net.peakgames.ginrummyplus', 12 ad_requests with mean bid_floor 47.9];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 0;channel is 'USA/I/bidmachine/com.screw.pin.nuts.bolts.jam.puzzle/True/222';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.580473845145269;partition is 2730
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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 'e1068a89-7072-41ce-9eb5-72692a3f255a';uuid is '32c3353b-c61f-4641-869a-a0c64fdeecc7';bid_timestamp is '2025-01-10 9:58:56';device_id is 'e1068a89-7072-41ce-9eb5-72692a3f255a';biddate is '2025-01-10';country is 'USA';app is 'com.tripledot.woodoku';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e24458c99083a8d356c83a7d46793e28';display_manager is 'bidmachine';raw_price is 28.7506653149089;target_cpi is 9.38212602162131;campaign is 57720;creative_id is 229352;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'vi';bid_floor is 14.4902 ;min_floor is 14.4902 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.63;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-10 09:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app '01Q06eKCf4oV', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app '72b7228ae1a7613f06df878a4f39822c', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'and.brainworks.nummatch', 28 ad_requests with mean bid_floor 24.3; 2 sessions in app 'car.jam.traffic.seat.unblock', 186 ad_requests with mean bid_floor 135.0; 16 sessions in app 'com.americasbestpics', 19 ad_requests with mean bid_floor 1.5; 3 sessions in app 'com.csnmedia.android.bg', 3 ad_requests with mean bid_floor 3.4; 3 sessions in app 'com.epedometer.step', 24 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 6.5; 1 sessions in app 'com.kbible.htimegix', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.playvalve.solitaire', 5 ad_requests with mean bid_floor 7.4; 190 sessions in app 'com.playvalve.spades', 14964 ad_requests with mean bid_floor 101.3, 1 impressions of adomain 'advanceamerica.net' with mean price 0.4, 3 impressions of adomain 'afrin.com' with mean price 0.4, 16 impressions of adomain 'amazon.com' with mean price 0.3, 5 impressions of adomain 'amscot.com' with mean price 1.4, 2 impressions of adomain 'ashleyfurniture.com' with mean price 0.4, 1 impressions of adomain 'audible.com' with mean price 1.1, 2 impressions of adomain 'beallsflorida.com' with mean price 0.4, 4 impressions of adomain 'bobcat.com' with mean price 1.8, 1 impressions of adomain 'bp.com' with mean price 0.4, 1 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'communitychoicecu.com' with mean price 4.3, 1 impressions of adomain 'dailyhighclub.com' with mean price 0.5, 1 impressions of adomain 'dairyqueen.com' with mean price 0.7, 6 impressions of adomain 'disneyplus.com' with mean price 0.5, 2 impressions of adomain 'dove.com' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'fundcanna.com' with mean price 0.5, 1 impressions of adomain 'grainger.com' with mean price 1.0, 27 impressions of adomain 'hardrock.com' with mean price 0.6, 2 impressions of adomain 'heartandstroke.ca' with mean price 0.8, 1 impressions of adomain 'instagram.com' with mean price 0.2, 6 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'kbhome.com' with mean price 0.6, 2 impressions of adomain 'lambsivy.com' with mean price 0.3, 4 impressions of adomain 'libertytax.com' with mean price 0.7, 5 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 2 impressions of adomain 'murdochs.com' with mean price 0.5, 1 impressions of adomain 'oakevergames.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'peacocktv.com' with mean price 0.2, 3 impressions of adomain 'pentlyconger.com' with mean price 0.5, 1 impressions of adomain 'rpa.com' with mean price 0.3, 1 impressions of adomain 'simplisafe.com' with mean price 0.3, 3 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'southcarolina.com' with mean price 0.5, 2 impressions of adomain 'stanleymartin.com' with mean price 0.4, 2 impressions of adomain 'tiktok.com' with mean price 1.7, 4 impressions of adomain 'trakkasystems.com' with mean price 0.8, 3 impressions of adomain 'truist.com' with mean price 0.9, 2 impressions of adomain 'ultimahealth.com' with mean price 0.2, 6 impressions of adomain 'walgreens.com' with mean price 0.6, 3 impressions of adomain 'walmart.com' with mean price 0.3, 2 impressions of adomain 'whoop.com' with mean price 0.5, 2 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.7, 3 impressions of adomain 'yourradioplace.com' with mean price 0.3; 2 sessions in app 'com.tranzmate', 41 ad_requests with mean bid_floor 40.4; 2 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 2.7; 118 sessions in app 'com.tripledot.woodoku', 18506 ad_requests with mean bid_floor 11.5, 2 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'alenusa.com' with mean price 2.1, 2 impressions of adomain 'alevco.net' with mean price 0.0, 2 impressions of adomain 'aligngi.ca' with mean price 0.5, 9 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'auntieannes.com' with mean price 0.1, 2 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'bgfoods.com' with mean price 0.7, 1 impressions of adomain 'blackdiamondservices.com' with mean price 0.1, 6 impressions of adomain 'bleacherreport.com' with mean price 0.0, 2 impressions of adomain 'bloomnu.com' with mean price 2.3, 7 impressions of adomain 'bobcat.com' with mean price 2.1, 1 impressions of adomain 'boironusa.com' with mean price 0.5, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 4 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'candycrushsodasaga.com' with mean price 0.1, 2 impressions of adomain 'centurygame.com' with mean price 0.1, 1 impressions of adomain 'citsys.com' with mean price 0.1, 17 impressions of adomain 'coca-cola.com' with mean price 2.0, 3 impressions of adomain 'cocacola.com' with mean price 0.0, 3 impressions of adomain 'costco.com' with mean price 0.0, 1 impressions of adomain 'crest.com' with mean price 0.6, 1 impressions of adomain 'crunch.com' with mean price 0.3, 1 impressions of adomain 'dairyqueen.com' with mean price 0.2, 3 impressions of adomain 'depend.com' with mean price 0.6, 15 impressions of adomain 'discover.com' with mean price 1.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'dollartree.com' with mean price 0.0, 3 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.5, 1 impressions of adomain 'excedrin.com' with mean price 0.6, 4 impressions of adomain 'exploreclay.com' with mean price 1.0, 1 impressions of adomain 'ezcater.com' with mean price 0.1, 4 impressions of adomain 'facebook.com' with mean price 0.1, 1 impressions of adomain 'familydollar.com' with mean price 0.0, 1 impressions of adomain 'firsteagle.com' with mean price 0.1, 2 impressions of adomain 'foundationch.com' with mean price 1.2, 2 impressions of adomain 'fruit-gaming.com' with mean price 0.1, 1 impressions of adomain 'furniturerow.com' with mean price 0.0, 50 impressions of adomain 'geico.com' with mean price 2.4, 1 impressions of adomain 'go.com' with mean price 0.4, 1 impressions of adomain 'goodnes.com' with mean price 0.5, 7 impressions of adomain 'hardrock.com' with mean price 0.6, 1 impressions of adomain 'helloned.com' with mean price 0.0, 1 impressions of adomain 'homes.com' with mean price 0.0, 7 impressions of adomain 'hulu.com' with mean price 1.4, 18 impressions of adomain 'iheart.com' with mean price 0.0, 4 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 2 impressions of adomain 'kashkick.com' with mean price 0.0, 1 impressions of adomain 'kellanova.com' with mean price 0.6, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 5 impressions of adomain 'kfc.com' with mean price 0.0, 8 impressions of adomain 'kidultlovin.com' with mean price 0.1, 1 impressions of adomain 'kimberly-clark.com' with mean price 0.5, 1 impressions of adomain 'king.com' with mean price 0.1, 1 impressions of adomain 'krusteaz.com' with mean price 0.6, 1 impressions of adomain 'learnsativa.org' with mean price 0.4, 1 impressions of adomain 'litfarms.com' with mean price 0.4, 2 impressions of adomain 'mccormick.com' with mean price 0.5, 2 impressions of adomain 'metamucil.ca' with mean price 0.7, 1 impressions of adomain 'miami.edu' with mean price 0.7, 3 impressions of adomain 'mizkan.com' with mean price 1.1, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 2 impressions of adomain 'nicorette.ca' with mean price 0.3, 4 impressions of adomain 'no7beauty.com' with mean price 0.8, 4 impressions of adomain 'oakevergames.com' with mean price 0.1, 3 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'oldspice.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 5.2, 33 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 9 impressions of adomain 'paypal.com' with mean price 1.2, 1 impressions of adomain 'peacocktv.com' with mean price 0.0, 2 impressions of adomain 'pediasure.com' with mean price 0.8, 1 impressions of adomain 'pennfoster.edu' with mean price 0.4, 1 impressions of adomain 'pepto-bismol.ca' with mean price 0.9, 1 impressions of adomain 'petco.com' with mean price 0.3, 1 impressions of adomain 'pg.com' with mean price 0.5, 1 impressions of adomain 'pgpro.com' with mean price 0.6, 1 impressions of adomain 'pinchapenny.com' with mean price 1.2, 32 impressions of adomain 'planetoat.com' with mean price 0.8, 9 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'playtika.com' with mean price 0.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.6, 1 impressions of adomain 'radiologyregional.com' with mean price 0.3, 1 impressions of adomain 'resortsbyhyatt.com' with mean price 0.8, 9 impressions of adomain 'robitussin.com' with mean price 0.6, 6 impressions of adomain 'roblox.com' with mean price 0.0, 2 impressions of adomain 'sanofi.com' with mean price 0.7, 2 impressions of adomain 'seacoastbank.com' with mean price 0.3, 1 impressions of adomain 'sheboygan.org' with mean price 0.3, 4 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'smsng.co' with mean price 1.1, 1 impressions of adomain 'solocup.com' with mean price 0.3, 4 impressions of adomain 'sonnysbbq.com' with mean price 0.3, 2 impressions of adomain 'starbucks.com' with mean price 0.3, 1 impressions of adomain 'sunshinemills.com' with mean price 0.5, 2 impressions of adomain 'supertreat.net' with mean price 0.1, 2 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'tig.rs' with mean price 0.1, 2 impressions of adomain 'tiktok.com' with mean price 0.3, 2 impressions of adomain 'trakkasystems.com' with mean price 0.3, 2 impressions of adomain 'truecaller.com' with mean price 0.0, 5 impressions of adomain 'tums.com' with mean price 0.6, 1 impressions of adomain 'tylenol.ca' with mean price 0.6, 2 impressions of adomain 'ulta.com' with mean price 0.2, 3 impressions of adomain 'velocityglobal.com' with mean price 0.1, 1 impressions of adomain 'verizon.com' with mean price 0.5, 12 impressions of adomain 'vicks.com' with mean price 0.5, 4 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'waldenu.edu' with mean price 0.1, 5 impressions of adomain 'walgreens.com' with mean price 0.9, 2 impressions of adomain 'walmart.com' with mean price 0.3, 7 impressions of adomain 'wawa.com' with mean price 0.3, 19 impressions of adomain 'www.learnings.ai' with mean price 0.1, 1 impressions of adomain 'www.shein.com' with mean price 0.1, 2 impressions of adomain 'www.solitairecardstudio.com' with mean price 0.6, 11 impressions of adomain 'xifaxan.com' with mean price 0.3, 5 impressions of adomain 'zales.com' with mean price 0.9; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 5.3; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 11 ad_requests with mean bid_floor 7.5, 2 impressions of adomain 'walmart.com' with mean price 1.4; 2 sessions in app 'holy.bible.verse.audio.kjv', 7 ad_requests with mean bid_floor 6.1; 2 sessions in app 'in.crossy.daily_crossword', 8 ad_requests with mean bid_floor 12.1; 11 sessions in app 'in.playsimple.wordtrip', 32 ad_requests with mean bid_floor 9.6; 1 sessions in app 'kidultlovin.word.zen', 65 ad_requests with mean bid_floor 56.0, 3 impressions of adomain 'walmart.com' with mean price 0.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.tripledot.woodoku/False/197';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0047047437976978;partition is 3730
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