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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '5f037cd3-d73a-4fc6-a8e1-f3f870b4fd9c';uuid is 'b8dd6e81-f3bc-4261-87e9-75fc252a9f96';bid_timestamp is '2024-12-14 14:48:49';device_id is '5f037cd3-d73a-4fc6-a8e1-f3f870b4fd9c';biddate is '2024-12-14';country is 'USA';app is 'com.matteljv.uno';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 14.4909793511033;target_cpi is 1;campaign is 57530;creative_id is 219049;session_duration is 197 ;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 26.5;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 4781359 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1.19;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is 4781351;hour is '2024-12-14 14:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[4 sessions in app 'com.blackout.spades', 270 ad_requests with mean bid_floor 37.7, 7 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.7, 1 impressions of adomain 'oneaday.com' with mean price 1.5; 10 sessions in app 'com.king.farmheroessaga', 60 ad_requests with mean bid_floor 4.7; 10 sessions in app 'com.matteljv.uno', 152 ad_requests with mean bid_floor 2.5; 2 sessions in app 'com.newpubco.spades', 565 ad_requests with mean bid_floor 22.3, 1 impressions of adomain 'acorn.tv' with mean price 0.4, 32 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.4, 2 impressions of adomain 'bestbuy.com' with mean price 1.5, 1 impressions of adomain 'cameronscoffee.com' with mean price 1.5, 9 impressions of adomain 'coca-cola.com' with mean price 0.5, 1 impressions of adomain 'columbia.com' with mean price 0.6, 1 impressions of adomain 'depend.com' with mean price 1.6, 3 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'healthcasts.com' with mean price 1.0, 1 impressions of adomain 'jaquarealtorscommercial.com' with mean price 0.2, 2 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'paxlovid.com' with mean price 0.9, 1 impressions of adomain 'peacocktv.com' with mean price 0.9, 1 impressions of adomain 'poise.com' with mean price 0.5, 2 impressions of adomain 'presidentialbrewing.com' with mean price 1.3, 1 impressions of adomain 'spectrum.com' with mean price 1.6, 2 impressions of adomain 'ubykotex.com' with mean price 0.6, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 5.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1328;channel is 'USA/I/applovin/com.matteljv.uno/False/117';time_since_click_in_hours is 1328;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.146945906297;partition is 1540
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'fe844e62-a867-485f-b349-2538eb57a2b8';uuid is '3ae9dedb-97f0-4138-9f49-4cf817fa2fc0';bid_timestamp is '2024-12-20 17:36:31';device_id is 'fe844e62-a867-485f-b349-2538eb57a2b8';biddate is '2024-12-20';country is 'USA';app is 'com.yolo.hiddenobjects';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 6.12708488479256;target_cpi is 1;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Yolo Games';seller_id is 566;content_type is 'vi';bid_floor is 3.7084 ;min_floor is 0.0106 ;bidmachine_placement_value is 9.181102;placement_historical_value is 5.37761;third_party_bid_price is 3.7084;prior_tag_impressions_count is 2 ;time_since_impression is 4997691 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.65;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 5687134;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.emoji.coolkeyboard', 1 ad_requests with mean bid_floor 5.2; 29 sessions in app 'com.make.audker.mipbui', 116 ad_requests with mean bid_floor 39.7; 1 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 10 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.1; 55 sessions in app 'com.yolo.hiddenobjects', 2934 ad_requests with mean bid_floor 19.6, 1 impressions of adomain 'aaa.com' with mean price 0.3, 99 impressions of adomain 'adidas.com' with mean price 0.1, 17 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.4, 4 impressions of adomain 'barillagroup.com' with mean price 0.3, 2 impressions of adomain 'bathandbodyworks.com' with mean price 0.2, 3 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'bimbousa.com' with mean price 0.1, 1 impressions of adomain 'brownkind.com' with mean price 0.4, 1 impressions of adomain 'checkout51.com' with mean price 0.1, 1 impressions of adomain 'chromewebdata' with mean price 1.2, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'colorado.com' with mean price 0.2, 6 impressions of adomain 'consumable.com' with mean price 0.1, 4 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'dollartree.com' with mean price 0.1, 1 impressions of adomain 'drinknurri.com' with mean price 0.1, 1 impressions of adomain 'glade.com' with mean price 0.3, 1 impressions of adomain 'gojo.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'goya.com' with mean price 0.1, 1 impressions of adomain 'hain.com' with mean price 0.5, 2 impressions of adomain 'haleon.com' with mean price 0.4, 7 impressions of adomain 'henkel-northamerica.com' with mean price 0.2, 1 impressions of adomain 'homemarketfoods.com' with mean price 1.2, 6 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'humann.com' with mean price 0.1, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 1 impressions of adomain 'kellanova.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kevzara.com' with mean price 0.6, 1 impressions of adomain 'kleenex.com' with mean price 0.1, 6 impressions of adomain 'kraftheinzcompany.com' with mean price 0.1, 3 impressions of adomain 'krpautonewton.com' with mean price 0.7, 1 impressions of adomain 'lakeviewfarms.com' with mean price 0.1, 2 impressions of adomain 'lowes.com' with mean price 0.3, 14 impressions of adomain 'medscape.org' with mean price 0.4, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 9 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'morriscountyedc.org' with mean price 0.3, 1 impressions of adomain 'mrmandp.com' with mean price 0.3, 5 impressions of adomain 'niveausa.com' with mean price 0.4, 3 impressions of adomain 'nj.betrivers.com' with mean price 0.1, 12 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'nyboatshow.com' with mean price 0.3, 3 impressions of adomain 'oceanonlinecasino.com' with mean price 0.3, 1 impressions of adomain 'oreo.com' with mean price 0.1, 2 impressions of adomain 'paramount.com' with mean price 0.6, 2 impressions of adomain 'peacocktv.com' with mean price 0.3, 3 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.3, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 2 impressions of adomain 'poise.com' with mean price 0.2, 5 impressions of adomain 'priceline.com' with mean price 0.0, 1 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'psychiatryupdate.com' with mean price 0.8, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 7 impressions of adomain 'purewickathome.com' with mean price 1.1, 5 impressions of adomain 'qantas.com' with mean price 0.2, 1 impressions of adomain 'refreshbrand.com' with mean price 0.2, 1 impressions of adomain 'roblox.com' with mean price 0.0, 3 impressions of adomain 'rosalrealty.com' with mean price 0.2, 2 impressions of adomain 'sauerbrandsinc.com' with mean price 0.1, 2 impressions of adomain 'schiffvitamins.com' with mean price 0.5, 1 impressions of adomain 'schweidandsons.com' with mean price 0.1, 1 impressions of adomain 'sharecare.com' with mean price 0.6, 7 impressions of adomain 'shoppersvoice.com' with mean price 0.7, 2 impressions of adomain 'skibarn.com' with mean price 1.2, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.1, 2 impressions of adomain 'sms.edu' with mean price 0.4, 1 impressions of adomain 'smuckers.com' with mean price 0.2, 8 impressions of adomain 'solocup.com' with mean price 0.4, 1 impressions of adomain 'sweetlorens.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'the-ice-man.com' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 1.3, 2 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'torkusa.com' with mean price 0.2, 1 impressions of adomain 'truqap.com' with mean price 1.0, 1 impressions of adomain 'tymlos.com' with mean price 0.9, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 2 impressions of adomain 'us.betrivers.net' with mean price 0.1, 1 impressions of adomain 'visitpalmsprings.com' with mean price 0.0, 1 impressions of adomain 'vonage.com' with mean price 0.0, 1 impressions of adomain 'wainuahcp.com' with mean price 1.2, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'yazio.com' with mean price 0.0; 3 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 8.3; 28 sessions in app 'messenger.sms', 30 ad_requests with mean bid_floor 0.0; 27 sessions in app 'net.peakgames.ginrummyplus', 531 ad_requests with mean bid_floor 22.7, 3 impressions of adomain 'draftkings.com' with mean price 14.9; 48 sessions in app 'net.peakgames.mobile.spades.android', 2375 ad_requests with mean bid_floor 36.2; 3 sessions in app 'puzzle.game.find.differences', 69 ad_requests with mean bid_floor 1.2, 6 impressions of adomain 'medscape.org' with mean price 1.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1388;channel is 'USA/V/bidmachine/com.yolo.hiddenobjects/False/566';time_since_click_in_hours is 1580;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0507536292118366;partition is 3501
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'a5b34710-701b-4435-94a9-49cbda8baadb';uuid is '60203194-9f2b-4681-902b-db8183abe23d';bid_timestamp is '2025-01-12 2:14:01';device_id is 'a5b34710-701b-4435-94a9-49cbda8baadb';biddate is '2025-01-12';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.20775617514988;target_cpi is 1.75111901090855;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 25.44;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 19 ;time_since_impression is 90343 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.87;prior_theme_impressions_count is 19;prior_tag_clicks_count is 5 ;time_since_click is 1553451;hour is '2025-01-12 02:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[106 sessions in app 'com.blackout.spades', 43311 ad_requests with mean bid_floor 26.6, 3 impressions of adomain 'advanceamerica.net' with mean price 0.1, 88 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'ancientnutrition.com' with mean price 0.3, 2 impressions of adomain 'arlo.com' with mean price 0.2, 1 impressions of adomain 'beachbody.com' with mean price 0.2, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 5 impressions of adomain 'carolina.com' with mean price 0.2, 2 impressions of adomain 'cerave.com' with mean price 0.2, 3 impressions of adomain 'clorox.com' with mean price 0.3, 2 impressions of adomain 'cloroxpool.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'disney.com' with mean price 0.2, 20 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'epiccreative.com' with mean price 0.4, 1 impressions of adomain 'frostbank.com' with mean price 0.2, 4 impressions of adomain 'gomacro.com' with mean price 0.4, 2 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'havertys.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'honest.com' with mean price 0.4, 2 impressions of adomain 'johnsonfitness.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 2.1, 2 impressions of adomain 'liquid-iv.com' with mean price 1.2, 3 impressions of adomain 'megafood.com' with mean price 0.2, 10 impressions of adomain 'metagenics.com' with mean price 0.3, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 4 impressions of adomain 'newpub.co' with mean price 2.4, 4 clicks of adomain 'newpub.co', 19 clicks of adomain 'newpub.co/spades', 19 impressions of adomain 'newpub.co/spades' with mean price 2.8, 9 impressions of adomain 'nulo.com' with mean price 0.4, 5 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 12 impressions of adomain 'nuunlife.com' with mean price 0.3, 15 impressions of adomain 'offerhives.com' with mean price 0.3, 2 impressions of adomain 'orgain.com' with mean price 0.3, 10 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'pentlyconger.com' with mean price 0.1, 8 impressions of adomain 'pepsico.com' with mean price 0.3, 1 impressions of adomain 'pharmavite.com' with mean price 0.4, 2 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'qantas.com' with mean price 0.2, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.3, 17 impressions of adomain 'rocketmortgage.com' with mean price 0.6, 1 impressions of adomain 'roundhouseprovisions.com' with mean price 0.3, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sculptnation.com' with mean price 0.8, 2 impressions of adomain 'solostove.com' with mean price 0.3, 2 impressions of adomain 'southwest.com' with mean price 0.2, 6 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.4, 2 impressions of adomain 'upsimples.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.5, 1 impressions of adomain 'wipfli.com' with mean price 0.2, 6 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'yahoo.com' with mean price 0.4, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1; 3 sessions in app 'com.music.game.dancing.hair.beat.race', 63 ad_requests with mean bid_floor 8.6; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 7.3; 3 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 21.0];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 432;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.666897445063004;partition is 2775
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'cbb3588a-0304-43d3-815a-27a72d980cb5';uuid is '3a2ea946-f3df-4417-977b-7d5e006ccbcd';bid_timestamp is '2024-12-28 23:17:36';device_id is 'cbb3588a-0304-43d3-815a-27a72d980cb5';biddate is '2024-12-28';country is 'USA';app is 'com.mobilityware.freecell';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.94306430103664;target_cpi is 2.4350322118408;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 7.42 ;min_floor is ;bidmachine_placement_value is 7;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 848451 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.01;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is 1463803;hour is '2024-12-28 23:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[67 sessions in app 'com.blackout.spades', 11666 ad_requests with mean bid_floor 27.8, 8 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.9, 1 impressions of adomain 'edgeparkcgm.com' with mean price 2.4, 1 impressions of adomain 'mdanderson.org' with mean price 1.0, 1 impressions of adomain 'mikmak.tv' with mean price 0.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 30.0, 13 impressions of adomain 'rocketmortgage.com' with mean price 1.2, 1 impressions of adomain 'samsung.com' with mean price 0.6; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 6.6; 75 sessions in app 'com.intensedev.biblesolitaire.gp', 47990 ad_requests with mean bid_floor 24.2, 1 impressions of adomain 'orgain.com' with mean price 7.6, 1 impressions of adomain 'tubitv.com' with mean price 4.5; 3 sessions in app 'com.mintgames.ace.solitaire', 62 ad_requests with mean bid_floor 7.6, 1 impressions of adomain '9snail.com' with mean price 0.4, 1 impressions of adomain 'alliancepharmaceuticals.com' with mean price 0.1, 4 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 1 impressions of adomain 'bausch.com' with mean price 0.1, 2 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'creeknationcasinookemah.com' with mean price 0.6, 2 impressions of adomain 'glade.com' with mean price 0.2, 1 impressions of adomain 'humann.com' with mean price 0.1, 2 impressions of adomain 'nittotire.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 5 impressions of adomain 'pfister.com' with mean price 0.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'resideo.com' with mean price 0.1, 1 impressions of adomain 'ruizfoods.com' with mean price 0.2, 1 impressions of adomain 'scottbrand.com' with mean price 0.1, 2 impressions of adomain 'smithfieldfoods.com' with mean price 0.3, 1 impressions of adomain 'starbucks.com' with mean price 0.4, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3; 99 sessions in app 'com.mobilityware.freecell', 3599 ad_requests with mean bid_floor 8.6, 1 impressions of adomain '24hourfitness.com' with mean price 0.3, 1 impressions of adomain 'admile.com' with mean price 0.2, 3 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'ascopower.com' with mean price 0.3, 1 impressions of adomain 'atlasfirms.com' with mean price 0.1, 1 impressions of adomain 'bcbsok.com' with mean price 0.5, 52 impressions of adomain 'bk.com' with mean price 0.2, 2 impressions of adomain 'booking.com' with mean price 4.1, 4 impressions of adomain 'callapp.com' with mean price 0.1, 1 impressions of adomain 'candycrushsaga.com' with mean price 3.0, 1 clicks of adomain 'candycrushsaga.com', 1 impressions of adomain 'cargurus.com' with mean price 2.5, 1 impressions of adomain 'centralbank.net' with mean price 0.3, 19 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'costco.com' with mean price 0.5, 1 impressions of adomain 'cox.com' with mean price 1.3, 5 impressions of adomain 'creeknationcasinookemah.com' with mean price 1.9, 2 impressions of adomain 'discovery.com' with mean price 0.2, 1 impressions of adomain 'eleosvhs.com' with mean price 0.5, 5 impressions of adomain 'evrysdi.com' with mean price 0.2, 1 impressions of adomain 'fiverr.com' with mean price 6.3, 1 clicks of adomain 'fiverr.com', 1 impressions of adomain 'fyndreality.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 4.2, 1 impressions of adomain 'gowithforte.com' with mean price 0.1, 6 impressions of adomain 'greenpeace.org' with mean price 0.5, 1 impressions of adomain 'healthapplines.com' with mean price 2.3, 2 impressions of adomain 'healthprimal.com' with mean price 2.9, 1 clicks of adomain 'hilton.com', 2 impressions of adomain 'hilton.com' with mean price 3.8, 4 impressions of adomain 'homedepot.com' with mean price 0.5, 5 impressions of adomain 'hp.com' with mean price 0.9, 2 impressions of adomain 'hulu.com' with mean price 1.5, 1 impressions of adomain 'huntington.com' with mean price 0.1, 2 impressions of adomain 'izervay.com' with mean price 0.1, 2 impressions of adomain 'jimnortontoyota.com' with mean price 1.3, 2 impressions of adomain 'john316mission.org' with mean price 0.4, 19 impressions of adomain 'justplayapps.com' with mean price 0.1, 2 impressions of adomain 'kelloggs.com' with mean price 1.2, 3 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'kuehlmittelschlauch.com' with mean price 0.1, 7 impressions of adomain 'lairdthermal.com' with mean price 0.5, 4 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'massivedimension.com' with mean price 1.2, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 2.4, 2 clicks of adomain 'metabolicmaintenance.com', 12 impressions of adomain 'mondelezinternational.com' with mean price 0.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 4.2, 1 impressions of adomain 'nrchealth.com' with mean price 0.3, 1 impressions of adomain 'nurseyard.com' with mean price 0.5, 14 impressions of adomain 'pamhealth.com' with mean price 0.4, 12 impressions of adomain 'paxlovid.com' with mean price 0.3, 2 impressions of adomain 'paypal.com' with mean price 0.4, 7 impressions of adomain 'popeyes.com' with mean price 0.2, 1 impressions of adomain 'powerforwardwithpso.com' with mean price 1.2, 1 impressions of adomain 'pricelines.com' with mean price 0.1, 4 impressions of adomain 'productmadness.com' with mean price 0.1, 2 impressions of adomain 'scotts.com' with mean price 6.6, 3 impressions of adomain 'sourpatchkids.com' with mean price 1.1, 7 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'tele-radio.com' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 1.7, 1 impressions of adomain 'tubitv.com' with mean price 2.2, 1 clicks of adomain 'upside.com', 1 impressions of adomain 'upside.com' with mean price 3.4, 7 impressions of adomain 'uscellular.com' with mean price 3.0, 1 clicks of adomain 'vc32cccaa.app-ads-txt.com', 1 impressions of adomain 'vc32cccaa.app-ads-txt.com' with mean price 2.2, 233 impressions of adomain 'verizon.com' with mean price 0.3, 1 clicks of adomain 'verizon.com', 49 impressions of adomain 'verizonwireless.com' with mean price 0.2, 1 impressions of adomain 'voltarengel.com' with mean price 0.5, 5 impressions of adomain 'weather.com' with mean price 1.0, 2 clicks of adomain 'weather.com', 1 impressions of adomain 'whatisshingles.com' with mean price 0.1, 2 impressions of adomain 'workday.com' with mean price 0.5, 1 impressions of adomain 'ymcatulsa.org' with mean price 0.5; 66 sessions in app 'com.mobilityware.spider', 3637 ad_requests with mean bid_floor 14.0, 1 impressions of adomain 'aetulsa.com' with mean price 1.3, 1 impressions of adomain 'astrazeneca.com' with mean price 4.1, 2 clicks of adomain 'bcbsok.com', 4 impressions of adomain 'bcbsok.com' with mean price 1.1, 3 impressions of adomain 'bestbuy.com' with mean price 4.8, 4 impressions of adomain 'booking.com' with mean price 6.4, 1 impressions of adomain 'ccokadvantage.com' with mean price 0.5, 1 impressions of adomain 'clearridgecapital.com' with mean price 0.6, 1 clicks of adomain 'creeknationcasinookemah.com', 1 impressions of adomain 'creeknationcasinookemah.com' with mean price 0.4, 1 impressions of adomain 'dickssportinggoods.com' with mean price 0.5, 3 impressions of adomain 'edensstructural.com' with mean price 0.9, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.3, 1 impressions of adomain 'hhs.gov' with mean price 0.6, 1 impressions of adomain 'high5casino.com' with mean price 0.3, 7 impressions of adomain 'hp.com' with mean price 1.2, 2 impressions of adomain 'janssen.com' with mean price 1.7, 1 impressions of adomain 'john316mission.org' with mean price 0.5, 1 impressions of adomain 'kawasaki.com' with mean price 3.7, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 clicks of adomain 'mccormick.com', 20 impressions of adomain 'pamhealth.com' with mean price 0.5, 4 impressions of adomain 'paxlovid.com' with mean price 0.3, 1 impressions of adomain 'paypal.com' with mean price 0.5, 1 impressions of adomain 'priceline.com' with mean price 7.5, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'red.org' with mean price 0.3, 1 impressions of adomain 'retailwire.com' with mean price 1.8, 1 impressions of adomain 'rollinscommunications.com' with mean price 0.5, 2 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'tickets.riverspirittulsa.com' with mean price 0.7, 2 impressions of adomain 'uscellular.com' with mean price 8.2, 26 impressions of adomain 'verizon.com' with mean price 0.3, 1 impressions of adomain 'voltarengel.com' with mean price 0.3, 2 impressions of adomain 'walgreens.com' with mean price 0.5, 1 impressions of adomain 'xifaxan.com' with mean price 0.6, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 1 sessions in app 'com.playvalve.solitaire', 2 ad_requests with mean bid_floor 6.6; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 103.6; 2 sessions in app 'in.playsimple.wordsearch', 4 ad_requests with mean bid_floor 6.0; 8 sessions in app 'in.playsimple.wordtrip', 21 ad_requests with mean bid_floor 12.8; 1 sessions in app 'kidultlovin.word.zen', 3 ad_requests with mean bid_floor 5.3; 38 sessions in app 'kjv.bible.kingjamesbible', 2518 ad_requests with mean bid_floor 50.4, 51 impressions of adomain 'allstate.com' with mean price 1.5, 1 impressions of adomain 'healthprimal.com' with mean price 12.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 235;channel is 'USA/I/bidmachine/com.mobilityware.freecell/False/192';time_since_click_in_hours is 407;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.999811985993506;partition is 857
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '41e67cd1-d5d0-478f-97b8-240e3d9fd07a';uuid is '7a1c45a9-c35b-401a-9e29-2d0efdafdd8e';bid_timestamp is '2024-12-20 16:54:45';device_id is '41e67cd1-d5d0-478f-97b8-240e3d9fd07a';biddate is '2024-12-20';country is 'USA';app is 'com.easybrain.crossword.puzzles';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 9.87598160281777;target_cpi is 1;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'vi';bid_floor is 3.8094 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is 5.714082;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 19970291 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.83;prior_theme_impressions_count is 6;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-20 16:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'cn.kyszd120.qrscanner', 96 ad_requests with mean bid_floor 16.0; 6 sessions in app 'com.IGS.IronGuradianSaga', 424 ad_requests with mean bid_floor 22.3; 9 sessions in app 'com.amikulich.fan', 193 ad_requests with mean bid_floor 0.3, 2 impressions of adomain 'adidas.com' with mean price 0.2, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'cash.app' with mean price 0.1, 7 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'lambweston.com' with mean price 1.7, 1 impressions of adomain 'lowes.com' with mean price 0.2, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.1, 2 impressions of adomain 'smithfieldfoods.com' with mean price 0.2, 1 impressions of adomain 'travelerchoice.com' with mean price 0.1, 2 impressions of adomain 'wurl.com' with mean price 0.8, 5 impressions of adomain 'xifaxan.com' with mean price 0.4; 2 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 2 impressions of adomain 'fleetfarm.com' with mean price 1.0; 1 sessions in app 'com.blackout.spades', 70 ad_requests with mean bid_floor 48.9; 71 sessions in app 'com.easybrain.crossword.puzzles', 8467 ad_requests with mean bid_floor 14.9, 1 impressions of adomain '2harvest.org' with mean price 1.1, 3 impressions of adomain 'addyi.com' with mean price 0.1, 338 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'alexiafoods.com' with mean price 0.4, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.8, 1 impressions of adomain 'allegra.com' with mean price 0.1, 11 impressions of adomain 'amazon.com' with mean price 0.2, 5 impressions of adomain 'anytimefitness.com' with mean price 0.5, 1 impressions of adomain 'arlo.com' with mean price 5.0, 1 impressions of adomain 'att.com' with mean price 0.2, 2 impressions of adomain 'autodealsnearyou.com' with mean price 1.0, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'basf.com' with mean price 3.8, 16 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'bounty.com' with mean price 4.9, 3 impressions of adomain 'carnival.com' with mean price 0.2, 1 impressions of adomain 'cdw.com' with mean price 0.1, 1 impressions of adomain 'chipsahoy.com' with mean price 0.2, 1 impressions of adomain 'coca-cola.com' with mean price 1.2, 5 impressions of adomain 'coca-colacompany.com' with mean price 2.0, 2 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'covergirl.com' with mean price 0.1, 12 impressions of adomain 'depend.com' with mean price 0.2, 3 impressions of adomain 'direxioninvestments.com' with mean price 4.8, 32 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'dollargeneral.com' with mean price 0.1, 1 impressions of adomain 'dukecannon.com' with mean price 0.3, 1 impressions of adomain 'dulcolax.com' with mean price 0.1, 1 impressions of adomain 'earthrated.com' with mean price 0.1, 1 impressions of adomain 'epiccreative.com' with mean price 0.1, 1 impressions of adomain 'fbfs.com' with mean price 0.1, 3 impressions of adomain 'firstinterstatebank.com' with mean price 0.1, 6 impressions of adomain 'fleetfarm.com' with mean price 0.7, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'fumic.com' with mean price 0.3, 2 impressions of adomain 'generalmills.com' with mean price 0.5, 2 impressions of adomain 'gillette.com' with mean price 2.2, 2 impressions of adomain 'goldbond.com' with mean price 0.1, 3 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'hallmarkchannel.com' with mean price 0.2, 1 impressions of adomain 'helloned.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.7, 1 impressions of adomain 'homes.com' with mean price 0.0, 2 impressions of adomain 'homespotter.com' with mean price 0.5, 3 impressions of adomain 'house-autry.com' with mean price 0.2, 19 impressions of adomain 'hrblock.com' with mean price 0.8, 11 impressions of adomain 'huggies.com' with mean price 0.2, 3 impressions of adomain 'hulu.com' with mean price 1.0, 6 impressions of adomain 'hy-vee.com' with mean price 0.2, 16 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 2 impressions of adomain 'investinourland.org' with mean price 0.2, 1 impressions of adomain 'ivory.com' with mean price 0.2, 1 impressions of adomain 'izervay.com' with mean price 0.1, 2 impressions of adomain 'kelloggs.com' with mean price 1.3, 5 impressions of adomain 'kibbleeq.com' with mean price 0.2, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 5 impressions of adomain 'kitchenaid.com' with mean price 0.1, 6 impressions of adomain 'kunesgm.com' with mean price 0.1, 3 impressions of adomain 'kunesstoughton.com' with mean price 0.5, 6 impressions of adomain 'lambweston.com' with mean price 0.3, 1 impressions of adomain 'lunsumio.com' with mean price 0.1, 2 impressions of adomain 'mazdausa.com' with mean price 4.9, 2 impressions of adomain 'mccormick.com' with mean price 0.5, 4 impressions of adomain 'metamucil.com' with mean price 0.5, 2 impressions of adomain 'metrotransit.org' with mean price 0.2, 5 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'moorheadvision.com' with mean price 0.1, 3 impressions of adomain 'moroccanoil.com' with mean price 0.3, 2 impressions of adomain 'naturemade.com' with mean price 0.4, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 4 impressions of adomain 'numerator.com' with mean price 0.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'offerhives.com' with mean price 1.4, 2 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'oldspice.com' with mean price 0.3, 1 impressions of adomain 'pandora.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'paulmitchell.com' with mean price 0.2, 4 impressions of adomain 'pennfoster.edu' with mean price 0.1, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.5, 2 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.1, 7 impressions of adomain 'poise.com' with mean price 0.1, 3 impressions of adomain 'powerstop.com' with mean price 0.1, 9 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'prosourcewholesale.com' with mean price 0.7, 1 impressions of adomain 'reef.com' with mean price 0.3, 2 impressions of adomain 'rei.com' with mean price 0.2, 13 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'scopely.com' with mean price 0.0, 1 impressions of adomain 'sharkclean.com' with mean price 0.5, 20 impressions of adomain 'smithfieldfoods.com' with mean price 0.4, 1 impressions of adomain 'spectrum.com' with mean price 0.2, 6 impressions of adomain 'starbucks.com' with mean price 0.4, 4 impressions of adomain 'stellaartois.com' with mean price 0.2, 11 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'sundaraspa.com' with mean price 4.7, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.0, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.3, 2 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'ugg.com' with mean price 0.1, 6 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'visitlauderdale.com' with mean price 0.1, 1 impressions of adomain 'vitamix.com' with mean price 0.2, 3 impressions of adomain 'whitecastle.com' with mean price 4.5, 1 impressions of adomain 'wsj.com' with mean price 0.0, 3 impressions of adomain 'wurl.com' with mean price 0.3, 1 impressions of adomain 'wyndhamhotels.com' with mean price 0.7; 1 sessions in app 'com.fg.gangster.vegas.crime.city.war', 72 ad_requests with mean bid_floor 18.7; 7 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 18.8];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 5547;channel is 'USA/V/bidmachine/com.easybrain.crossword.puzzles/False/33';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.934306436253953;partition is 2770
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 '6b6cb26f-0321-4951-b69b-1935ad4b9e64';bid_timestamp is '2025-01-29 2:00:30';device_id is 'virt:073ce0ed67d32fb0aaebf19abdff6664';biddate is '2025-01-29';country is 'USA';app is 'com.tripledot.woodoku';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 1.74560101501691;target_cpi is 1.2;campaign is 58196;creative_id is 219049;session_duration is 0 ;seller_name is 'Tripledot MAX';seller_id is 197;content_type is 'vie';bid_floor is 1.7384 ;min_floor is 1.7384 ;bidmachine_placement_value is 4.089507;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 '2025-01-29 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/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 0.718444538476307;partition is 3566
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '3db24f73-140b-48af-b791-86292b266cb5';uuid is 'dd6feed0-c2cb-47be-9921-d53fbf20c853';bid_timestamp is '2025-01-31 20:47:55';device_id is '3db24f73-140b-48af-b791-86292b266cb5';biddate is '2025-01-31';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 21.3850673550789;target_cpi is 1.68150675296783;campaign is 58208;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 92.101106;placement_historical_value is 21.5995509999999;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 1717799 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.76;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 1717795;hour is '2025-01-31 20:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[87 sessions in app 'com.blackout.spades', 5386 ad_requests with mean bid_floor 33.3, 1 impressions of adomain 'example.com' with mean price 2.5, 30 impressions of adomain 'flatsatsouthlawn.com' with mean price 1.1, 1 impressions of adomain 'kelloggs.com' with mean price 2.5, 1 impressions of adomain 'lancome-usa.com' with mean price 0.5, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 18.4, 3 impressions of adomain 'offerhives.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.8; 1 sessions in app 'com.handmark.expressweather', 1 ad_requests with mean bid_floor 79.4; 2 sessions in app 'com.peoplefun.wordcross', 13 ad_requests with mean bid_floor 5.6; 5 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 89 ad_requests with mean bid_floor 21.2, 1 impressions of adomain 'greasemonkeyauto.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.5, 2 impressions of adomain 'walgreens.com' with mean price 1.0];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 477;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 477;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.875032717607108;partition is 992
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'c67e0b38-fac5-475c-82be-c19e2dbe26fe';uuid is 'a96c4325-1859-48bb-b969-744142950137';bid_timestamp is '2024-12-24 3:08:01';device_id is 'c67e0b38-fac5-475c-82be-c19e2dbe26fe';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 7.18295208980452;target_cpi is 1.34311627175409;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 99895 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.9;prior_theme_impressions_count is 12;prior_tag_clicks_count is 11 ;time_since_click is 99843;hour is '2024-12-24 03:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[3 sessions in app 'com.LoopGames.Domino', 953 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'amazon.com' with mean price 0.3, 2 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 6.8, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 2.6; 1 sessions in app 'com.barkaoui.shade.shifter', 5 ad_requests with mean bid_floor 35.8; 18 sessions in app 'com.blackout.spades', 2841 ad_requests with mean bid_floor 16.2, 1 impressions of adomain 'HealthWellnessJournal.com' with mean price 3.9, 1 impressions of adomain 'acehardware.com' with mean price 0.7, 12 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'bissell.com' with mean price 0.4, 2 impressions of adomain 'dell.com' with mean price 0.2, 1 impressions of adomain 'disney.com' with mean price 0.4, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 4.3, 1 impressions of adomain 'newpub.co' with mean price 6.1, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 3.0; 3 sessions in app 'com.fivebits.emergencyrunner', 170 ad_requests with mean bid_floor 12.6; 14 sessions in app 'com.gamovation.chessclubpilot', 241 ad_requests with mean bid_floor 6.5; 1 sessions in app 'com.videostreamplayer.vidstream', 18 ad_requests with mean bid_floor 6.0];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 28;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.550641370960536;partition is 2071
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'ad0bfce2-a47b-4ae5-80a0-fdf07d8c9b68';uuid is '339627ef-c79d-4a43-96bd-86c3437a1ff1';bid_timestamp is '2025-01-11 18:45:22';device_id is 'ad0bfce2-a47b-4ae5-80a0-fdf07d8c9b68';biddate is '2025-01-11';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 23.460873155299;target_cpi is 3.94208805822219;campaign is 57882;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 21.993384;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 831397 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.31;prior_theme_impressions_count is 13;prior_tag_clicks_count is 8 ;time_since_click is 1189342;hour is '2025-01-11 18:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.5; 569 sessions in app 'com.metropcs.metrozone', 3011 ad_requests with mean bid_floor 97.2; 58 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1571 ad_requests with mean bid_floor 9.9, 5 clicks of adomain 'chime.com', 5 impressions of adomain 'chime.com' with mean price 15.9, 6 clicks of adomain 'creditkarma.com', 8 impressions of adomain 'creditkarma.com' with mean price 27.6, 5 impressions of adomain 'loopnet.com' with mean price 6.7, 7 clicks of adomain 'newpub.co/spades', 7 impressions of adomain 'newpub.co/spades' with mean price 16.8, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 11.0, 1 impressions of adomain 'underdogfantasy.com' with mean price 21.7, 1 clicks of adomain 'wisewaveltd.com', 1 impressions of adomain 'wisewaveltd.com' with mean price 14.2; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 14.0; 9 sessions in app 'kjv.bible.kingjamesbible', 35 ad_requests with mean bid_floor 42.4];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 230;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 330;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.115080699436881;partition is 2071
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'bcf4a281-5fcc-4baf-9dc5-941326f61a20';uuid is 'ae93be50-19d0-46fa-8786-9275a3a7869f';bid_timestamp is '2025-02-07 18:00:03';device_id is 'bcf4a281-5fcc-4baf-9dc5-941326f61a20';biddate is '2025-02-07';country is 'USA';app is 'com.rikkigames.solsuite';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 61 ;seller_name is 'Classic Card Games Limited';seller_id is 284;content_type is 'vie';bid_floor is 31.8106 ;min_floor is 31.8106 ;bidmachine_placement_value is 45.986985;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[61 sessions in app 'com.rikkigames.solsuite', 5573 ad_requests with mean bid_floor 98.7, 1 impressions of adomain 'audible.com' with mean price 0.1, 4 impressions of adomain 'bidease.com' with mean price 0.9, 1 impressions of adomain 'copilot.microsoft.com' with mean price 0.2, 1 impressions of adomain 'gnc.com' with mean price 0.4, 1 impressions of adomain 'joinpropel.com' with mean price 0.7, 2 impressions of adomain 'learnings.ai' with mean price 2.5, 2 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 6.2, 1 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'weather.com' with mean price 0.2; 1 sessions in app 'in.playsimple.wordtrip', 2 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 0;channel is 'USA/I/bidmachine/com.rikkigames.solsuite/False/284';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.351622414795377;partition is 2306
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 '76f0c567-a108-49af-bf4a-4c8b96bfdd87';bid_timestamp is '2025-01-28 15:09:43';device_id is 'virt:de5ae01f5f3dceb72d959722b7104494';biddate is '2025-01-28';country is 'USA';app is 'com.mathbrain.sudoku';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'bidmachine';raw_price is 3.99042214420826;target_cpi is 1.2;campaign is 58196;creative_id is 229142;session_duration is 0 ;seller_name is 'Hungry Studio';seller_id is 305;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 203.846154;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 15:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.mathbrain.sudoku/False/305';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.433670085994009;partition is 3230
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '7aa19122-a93b-4eac-bfc8-59fb5fc386b3';uuid is '91da507e-611c-48f7-b29c-5175b4d4a13d';bid_timestamp is '2025-01-29 2:00:09';device_id is '7aa19122-a93b-4eac-bfc8-59fb5fc386b3';biddate is '2025-01-29';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 1.53870773668459;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 've';bid_floor is 0.77416 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.14;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 12;user_behavior is :[109 sessions in app 'com.mobilityware.GinRummySolitaire', 4864 ad_requests with mean bid_floor 5.6, 7 impressions of adomain '3m.com' with mean price 1.2, 1 clicks of adomain '5252slot.com', 8 impressions of adomain '5252slot.com' with mean price 1.1, 6 impressions of adomain 'albertsons.com' with mean price 2.6, 1 impressions of adomain 'allstate.com' with mean price 0.8, 5 impressions of adomain 'appquantum.com' with mean price 1.0, 2 impressions of adomain 'bathandbodyworks.com' with mean price 3.6, 5 impressions of adomain 'bbumgames.com' with mean price 1.0, 5 impressions of adomain 'centurygames.com' with mean price 0.8, 1 impressions of adomain 'click2win4life.com' with mean price 0.9, 2 impressions of adomain 'clorox.com' with mean price 1.4, 3 impressions of adomain 'communityactionprovo.org' with mean price 1.0, 44 impressions of adomain 'fiverr.com' with mean price 1.5, 7 impressions of adomain 'healthapplines.com' with mean price 0.9, 1 impressions of adomain 'healthprimal.com' with mean price 2.0, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 1.1, 2 impressions of adomain 'howlifeunfolds.com' with mean price 0.9, 4 impressions of adomain 'kaeser.com' with mean price 1.0, 1 impressions of adomain 'lipton.com' with mean price 1.0, 2 impressions of adomain 'loopme.com' with mean price 2.5, 5 impressions of adomain 'megamexfoods.com' with mean price 1.2, 1 impressions of adomain 'monopoly-poker.com' with mean price 1.2, 2 impressions of adomain 'nestle-watersna.com' with mean price 1.1, 1 impressions of adomain 'newpub.co/spades' with mean price 1.5, 3 impressions of adomain 'nextersglobal.com' with mean price 0.9, 2 impressions of adomain 'oakevergames.com' with mean price 1.1, 2 impressions of adomain 'paramount.com' with mean price 1.5, 10 impressions of adomain 'productmadness.com' with mean price 1.1, 3 impressions of adomain 'progressive.com' with mean price 0.7, 2 impressions of adomain 'pura.com' with mean price 1.1, 6 impressions of adomain 'rei.com' with mean price 1.4, 10 impressions of adomain 'royalarkgames.com' with mean price 0.9, 2 impressions of adomain 'scopely.com' with mean price 0.9, 33 impressions of adomain 'scorewarrior.com' with mean price 1.0, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 1.2, 1 impressions of adomain 'smartlifestyletrends.com' with mean price 0.9, 2 impressions of adomain 'stellaartois.com' with mean price 1.3, 5 impressions of adomain 'stellar-fox-b88e35.netlify.app' with mean price 1.1, 3 impressions of adomain 'sumocitrus.com' with mean price 1.6, 2 impressions of adomain 'tap4fun.com' with mean price 1.0, 3 impressions of adomain 'tech.pokergaga.net' with mean price 1.4, 1 impressions of adomain 'technify.vn' with mean price 0.5, 3 impressions of adomain 'tiktok.com' with mean price 2.3, 1 clicks of adomain 'wisewaveltd.com', 10 impressions of adomain 'wisewaveltd.com' with mean price 0.9, 1 impressions of adomain 'www2.americamorningsupply.com' with mean price 0.9, 1 impressions of adomain 'xgamestudio.com' with mean price 0.7, 1 impressions of adomain 'y551ac2d.app-ads-txt.com' with mean price 0.7, 2 impressions of adomain 'zencolor.app' with mean price 1.7; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 3.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.360864378244986;partition is 1172
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '77bdb873-18dc-4ace-aeab-437b9158bb4b';uuid is '12075384-6d7f-43ec-85a5-be3923ac1a49';bid_timestamp is '2024-12-24 17:36:38';device_id is '77bdb873-18dc-4ace-aeab-437b9158bb4b';biddate is '2024-12-24';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 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 12.0463944623872;target_cpi is 4.8504680102492;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 33.491312;placement_historical_value is 4.660315;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 93648 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.43;prior_theme_impressions_count is 6;prior_tag_clicks_count is 1 ;time_since_click is 93764;hour is '2024-12-24 17:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[95 sessions in app 'GoogleSearch', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'car.jam.traffic.seat.unblock', 30 ad_requests with mean bid_floor 50.3; 7 sessions in app 'com.abi.busjam.sortpuzzle', 251 ad_requests with mean bid_floor 6.3, 77 impressions of adomain 'adidas.com' with mean price 0.0, 4 impressions of adomain 'amazon.com' with mean price 0.1, 2 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'corporate.exxonmobil.com' with mean price 0.4, 2 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 'entravision.com' with mean price 0.0, 1 impressions of adomain 'franksredhot.com' with mean price 0.6, 2 impressions of adomain 'frontier.com' with mean price 0.1, 2 impressions of adomain 'hulu.com' with mean price 0.6, 8 impressions of adomain 'iheart.com' with mean price 0.0, 2 impressions of adomain 'investor.vanguard.com' with mean price 0.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'kiddieacademy.com' with mean price 1.0, 1 impressions of adomain 'mazdausa.com' with mean price 0.5, 1 impressions of adomain 'mccormick.com' with mean price 1.3, 1 impressions of adomain 'meneses.law' with mean price 0.4, 20 impressions of adomain 'millerfamilywines.com' with mean price 0.8, 4 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'officedepot.com' with mean price 0.1, 1 impressions of adomain 'plainswealthmanagement.com' with mean price 0.3, 2 impressions of adomain 'radio.com' with mean price 0.0, 1 impressions of adomain 'redfin.com' with mean price 0.0, 1 impressions of adomain 'responsiveed.com' with mean price 1.1, 1 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'saily.com' with mean price 0.0, 1 impressions of adomain 'samsung.com' with mean price 0.2, 3 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'texaslottery.com' with mean price 0.3, 1 impressions of adomain 'voqueznapro.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'youtube.com' with mean price 0.1; 1 sessions in app 'com.cardgame.solitaire.fishdom', 1 ad_requests with mean bid_floor 6.5; 52 sessions in app 'com.fanatee.cody', 2528 ad_requests with mean bid_floor 22.5, 8 impressions of adomain 'adidas.com' with mean price 0.0, 5 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'app.boostr.com' with mean price 0.5, 1 impressions of adomain 'campbells.com' with mean price 0.0, 2 impressions of adomain 'choicehotels.com' with mean price 0.2, 2 impressions of adomain 'coca-cola.com' with mean price 0.0, 1 impressions of adomain 'dsldhomes.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'roblox.com' with mean price 0.0; 36 sessions in app 'com.parking.jam.busfever.color.traffic', 2180 ad_requests with mean bid_floor 45.1, 1 impressions of adomain 'abrahamwatkins.com' with mean price 0.9, 1 impressions of adomain 'adidas.com' with mean price 0.1, 8 impressions of adomain 'afcurgentcare.com' with mean price 0.4, 1 impressions of adomain 'alcapone-us.com' with mean price 1.4, 5 impressions of adomain 'allstartoday.com' with mean price 0.5, 16 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'arlo.com' with mean price 7.6, 1 impressions of adomain 'bahiacovetx.com' with mean price 1.3, 2 impressions of adomain 'bidease.com' with mean price 0.0, 6 impressions of adomain 'bonpergola.com' with mean price 0.5, 5 impressions of adomain 'crownlaboratories.com' with mean price 0.4, 2 impressions of adomain 'deltadentaltexas.com' with mean price 0.3, 1 impressions of adomain 'densoheavyduty.com' with mean price 0.2, 1 impressions of adomain 'devilsgrin.com' with mean price 1.4, 2 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'ferrismowers.com' with mean price 0.9, 1 impressions of adomain 'helloned.com' with mean price 0.1, 3 impressions of adomain 'joinpropel.com' with mean price 0.1, 5 impressions of adomain 'kensingtontours.com' with mean price 0.8, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.2, 4 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'nachtlaw.com' with mean price 0.4, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.1, 4 impressions of adomain 'prosperitybankusa.com' with mean price 0.9, 3 impressions of adomain 'retirementplannersofamerica.com' with mean price 0.4, 2 impressions of adomain 'roomstogo.com' with mean price 3.4, 5 impressions of adomain 'samsung.com' with mean price 8.3, 1 clicks of adomain 'samsung.com', 1 clicks of adomain 'smuckers.com', 4 impressions of adomain 'smuckers.com' with mean price 7.6, 2 impressions of adomain 'softbakedapps.com' with mean price 0.0, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'thelivelyatantoine.com' with mean price 0.7, 1 impressions of adomain 'wellbyfinancial.com' with mean price 0.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.5, 2 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0, 1 impressions of adomain 'zwop.com' with mean price 0.0; 41 sessions in app 'com.playvalve.crossword', 3953 ad_requests with mean bid_floor 102.2, 1 impressions of adomain 'afcurgentcare.com' with mean price 0.2, 17 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'autodealsnearyou.com' with mean price 0.2, 1 impressions of adomain 'cherrycreeknorth.com' with mean price 0.4, 1 impressions of adomain 'cosmicairpark.com' with mean price 0.4, 2 impressions of adomain 'google.com' with mean price 0.4, 4 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'houstonmethodist.org' with mean price 0.6, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.3, 1 impressions of adomain 'mdanderson.org' with mean price 1.1, 1 impressions of adomain 'neutrogena.com' with mean price 0.5, 2 impressions of adomain 'numerator.com' with mean price 0.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'responsiveed.com' with mean price 0.4, 3 impressions of adomain 'roomstogo.com' with mean price 2.8, 1 impressions of adomain 'sallybeauty.com' with mean price 0.5, 1 impressions of adomain 'sweetlorens.com' with mean price 1.2, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.3; 82 sessions in app 'com.vitastudio.mahjong', 2453 ad_requests with mean bid_floor 11.5, 1 clicks of adomain '1000bulbs.com', 1 impressions of adomain '1000bulbs.com' with mean price 6.7, 1 impressions of adomain 'acmeunited.com' with mean price 0.4, 45 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 5 impressions of adomain 'autoinsurance.org' with mean price 0.2, 3 impressions of adomain 'beiersdorf.com' with mean price 0.4, 3 impressions of adomain 'bushbeans.com' with mean price 0.1, 5 impressions of adomain 'campingworld.com' with mean price 0.2, 14 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'claconnect.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 19 impressions of adomain 'dnb.com' with mean price 0.1, 1 impressions of adomain 'ecarone.com' with mean price 0.2, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'experian.com' with mean price 0.2, 3 impressions of adomain 'flixchatter.net' with mean price 0.3, 5 impressions of adomain 'floorcoveringsinternational.com' with mean price 0.4, 1 impressions of adomain 'frostbank.com' with mean price 0.1, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.1, 1 impressions of adomain 'givebcm.org' with mean price 1.4, 13 impressions of adomain 'gohealthuc.com' with mean price 0.2, 1 impressions of adomain 'goldbond.com' with mean price 0.2, 2 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.5, 3 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'jewelersmutual.com' with mean price 0.2, 3 impressions of adomain 'kelloggs.com' with mean price 1.0, 2 impressions of adomain 'kikkomanusa.com' with mean price 0.1, 1 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 20 impressions of adomain 'mdanderson.org' with mean price 0.8, 1 impressions of adomain 'meiomi.com' with mean price 0.1, 1 impressions of adomain 'missionfoods.com' with mean price 0.8, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'navy.com' with mean price 0.2, 20 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 6 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 2 impressions of adomain 'off-stamp.com' with mean price 1.7, 3 impressions of adomain 'paycom.com' with mean price 0.2, 3 impressions of adomain 'pinchapenny.com' with mean price 1.0, 3 impressions of adomain 'polivy.com' with mean price 0.2, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.1, 2 impressions of adomain 'prestigebrands.com' with mean price 0.3, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.5, 1 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'roomstogo.com' with mean price 0.3, 2 impressions of adomain 'samsclub.com' with mean price 0.7, 1 impressions of adomain 'schreiner.edu' with mean price 0.3, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 1 impressions of adomain 'shipt.com' with mean price 0.5, 1 impressions of adomain 'shopgenius.com' with mean price 1.3, 1 impressions of adomain 'strivectin.com' with mean price 0.1, 1 impressions of adomain 'sunflowerdiscountmarket.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'thepointsguy.com' with mean price 0.1, 1 impressions of adomain 'thomasjhenrylaw.com' with mean price 0.3, 1 impressions of adomain 'uber.com' with mean price 2.6, 4 impressions of adomain 'utulsa.edu' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.1, 5 impressions of adomain 'voatx.org' with mean price 0.3, 1 impressions of adomain 'vwcypress.com' with mean price 1.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 26.4; 1 sessions in app 'plantcare.plantidentifier.plantid.plantdiseaseidentifier', 2 ad_requests with mean bid_floor 84.1];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 26;channel is 'USA/I/bidmachine/com.vitastudio.mahjong/False/126';time_since_click_in_hours is 26;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.168593532319519;partition is 2750
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '751d224a-603c-4196-bdea-7d138ce3de42';uuid is '386085fe-a8b8-4f59-8c87-6dc00a2249a1';bid_timestamp is '2025-01-17 19:50:20';device_id is '751d224a-603c-4196-bdea-7d138ce3de42';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 5.570794;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 953473 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 15;prior_tag_clicks_count is 4 ;time_since_click is 2590982;hour is '2025-01-17 19:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 4 ad_requests with mean bid_floor 3.5; 31 sessions in app 'com.blackout.spades', 6854 ad_requests with mean bid_floor 27.2, 6 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'edwardrose.com' with mean price 0.6, 2 impressions of adomain 'mcdonalds.com' with mean price 0.1, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 3.3, 2 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 4.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'orgain.com' with mean price 0.3, 5 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'pinterest.com' with mean price 7.2, 5 impressions of adomain 'playtika.com' with mean price 8.3, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 6 impressions of adomain 'rocketmortgage.com' with mean price 1.8, 1 impressions of adomain 'samsung.com' with mean price 4.0, 2 impressions of adomain 'sysnopsys.com' with mean price 2.1, 2 impressions of adomain 'torkusa.com' with mean price 0.4, 1 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'www.vioc.com' with mean price 0.7; 1 sessions in app 'com.fbig.words', 4 ad_requests with mean bid_floor 28.2; 1 sessions in app 'com.fiogonia.dominoes', 65 ad_requests with mean bid_floor 47.6; 2 sessions in app 'com.oakgames.linked2248.numberpuzzle', 12 ad_requests with mean bid_floor 1.9; 4 sessions in app 'com.soulcompany.bubbleshooter.relaxing', 11 ad_requests with mean bid_floor 18.6; 5 sessions in app 'com.staplegames.solitaireGP', 111 ad_requests with mean bid_floor 69.6; 1 sessions in app 'com.staplegames.spades', 138 ad_requests with mean bid_floor 37.9; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 11.2; 5 sessions in app 'in.playsimple.tripcross', 145 ad_requests with mean bid_floor 12.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 264;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 720;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0763889197863794;partition is 2750
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '017ffca7-97ac-41e5-b778-f5763de6fc3a';uuid is '8595dcb9-795d-4b6d-ba28-6b70e19cd550';bid_timestamp is '2025-01-07 2:54:10';device_id is '017ffca7-97ac-41e5-b778-f5763de6fc3a';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 4.40871872706338;target_cpi is 2.5;campaign is 57717;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 25.118483;placement_historical_value is 10.643203;third_party_bid_price is ;prior_tag_impressions_count is 9 ;time_since_impression is 1183224 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.52;prior_theme_impressions_count is 9;prior_tag_clicks_count is 9 ;time_since_click is 1183221;hour is '2025-01-07 02:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[1 sessions in app 'archery.clash.tournament', 37 ad_requests with mean bid_floor 3.9, 1 impressions of adomain 'inviteresearch.com' with mean price 16.0; 1 sessions in app 'batalsoft.piano.solo.hd', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.EudokiaGames.TitanBattles', 34 ad_requests with mean bid_floor 15.4; 3 sessions in app 'com.LoopGames.Domino', 332 ad_requests with mean bid_floor 3.9; 2 sessions in app 'com.PE.NinjaStrike', 144 ad_requests with mean bid_floor 13.5; 9 sessions in app 'com.TrofyGames.UboatAttack', 236 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.animal.hunter.sniper', 26 ad_requests with mean bid_floor 20.0; 1 sessions in app 'com.armnomads.junkyardkeeper', 1 ad_requests with mean bid_floor 0.0; 96 sessions in app 'com.blackout.spades', 8250 ad_requests with mean bid_floor 30.6, 13 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'callohiohome.com' with mean price 2.0, 1 impressions of adomain 'coldstonecreamery.com' with mean price 1.2, 3 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'eatiqbar.com' with mean price 0.6, 6 impressions of adomain 'esupplements.com' with mean price 0.4, 1 impressions of adomain 'fanfairnesscoalition.org' with mean price 0.9, 2 impressions of adomain 'm2ingredients.com' with mean price 0.4, 1 impressions of adomain 'mikmak.com' with mean price 0.7, 4 impressions of adomain 'naturalfactors.com' with mean price 1.1, 2 impressions of adomain 'newpub.co' with mean price 7.1, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'openroadlending.com' with mean price 0.5, 2 impressions of adomain 'papajohns.com' with mean price 0.8, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 4 impressions of adomain 'progressive.com' with mean price 1.0, 1 impressions of adomain 'samsung.com' with mean price 1.6, 1 impressions of adomain 'wkkellogg.com' with mean price 1.2; 1 sessions in app 'com.byaliens.bidwars4', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.com2us.acefishing.normal.freefull.google.global.android.common', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fmproject.lovella', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.igvxy.mp3.music.downloader.free', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.kaigames.sisterstogether', 362 ad_requests with mean bid_floor 13.6; 1 sessions in app 'com.ovivo.monsterhunter', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.personalizedsticker.avatarmaker', 8 ad_requests with mean bid_floor 4.6; 3 sessions in app 'com.pixel.art.coloring.color.number', 142 ad_requests with mean bid_floor 27.1, 1 impressions of adomain 'bbumgames.com' with mean price 0.1, 1 impressions of adomain 'checkout51.com' with mean price 0.1, 1 impressions of adomain 'essie.com' with mean price 0.2, 1 impressions of adomain 'instagram.com' with mean price 0.1, 2 impressions of adomain 'radancy.com' with mean price 0.1, 2 impressions of adomain 'risingwings.com' with mean price 0.6, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.1; 1 sessions in app 'com.smartwidgetlabs.aiart', 1 ad_requests with mean bid_floor 0.0; 36 sessions in app 'com.staplegames.blocksClassicSGGP', 137 ad_requests with mean bid_floor 42.1; 1 sessions in app 'com.startower.multi.block.craft.survival.creative', 1 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.tapped.snipersiege', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tetrox.bowl', 6 ad_requests with mean bid_floor 65.3; 1 sessions in app 'com.tripledot.woodoku', 62 ad_requests with mean bid_floor 10.9, 1 impressions of adomain 'goodnites.com' with mean price 1.2; 92 sessions in app 'com.weaver.app.prod', 2486 ad_requests with mean bid_floor 19.0; 3 sessions in app 'com.zyb.galaxy.attack', 3 ad_requests with mean bid_floor 14.8; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 3.0; 75 sessions in app 'net.peakgames.amy', 2526 ad_requests with mean bid_floor 13.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 328;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 329;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.803635617980455;partition is 1021
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '0651d2be-5dab-4c93-94a8-1bdf527454df';uuid is '8ef225eb-5076-4894-a966-31a8ec01c033';bid_timestamp is '2025-01-20 20:37:12';device_id is '0651d2be-5dab-4c93-94a8-1bdf527454df';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 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 33.92;placement_historical_value is 2.888452;third_party_bid_price is ;prior_tag_impressions_count is 26 ;time_since_impression is 8870226 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 26;prior_tag_clicks_count is 8 ;time_since_click is 8870215;hour is '2025-01-20 20:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'ci.atlasearth.client', 2 ad_requests with mean bid_floor 5.1; 71 sessions in app 'com.PulsSoftware.WS', 1697 ad_requests with mean bid_floor 39.7; 114 sessions in app 'com.blackout.spades', 25952 ad_requests with mean bid_floor 27.2, 1 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'betterchoicecompany.com' with mean price 4.4, 1 impressions of adomain 'brookfieldproperties.com' with mean price 0.6, 2 impressions of adomain 'casino.fanduel.com' with mean price 3.5, 1 clicks of adomain 'dnamobileapps.com', 1 impressions of adomain 'dnamobileapps.com' with mean price 6.6, 1 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'luzerne.edu' with mean price 1.2, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 4.7, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 3.0, 1 impressions of adomain 'nutrafol.com' with mean price 1.2, 1 impressions of adomain 'perdue.com' with mean price 8.5, 3 impressions of adomain 'pinterest.com' with mean price 9.1, 2 clicks of adomain 'pinterest.com', 2 impressions of adomain 'powerofresolve.com' with mean price 0.7, 1 impressions of adomain 'victorpetfood.com' with mean price 1.2, 1 impressions of adomain 'walmart.com' with mean price 0.2; 1 sessions in app 'com.boatip.browser', 4 ad_requests with mean bid_floor 38.1; 1 sessions in app 'com.bptracker.bloodbressure.bloodpressuremonitor', 2 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.dailydrink.master', 17 ad_requests with mean bid_floor 2.6; 201 sessions in app 'com.dna.solitaireapp', 12257 ad_requests with mean bid_floor 93.4, 1 impressions of adomain '7-eleven.com' with mean price 0.2, 1 impressions of adomain 'Sublocade.com' with mean price 0.5, 49 impressions of adomain 'adidas.com' with mean price 0.1, 230 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'amscope.com' with mean price 0.1, 1 impressions of adomain 'api.org' with mean price 0.1, 11 impressions of adomain 'armra.com' with mean price 0.2, 4 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 3 impressions of adomain 'atlanticare.org' with mean price 1.3, 6 impressions of adomain 'aveeno.com' with mean price 0.2, 18 impressions of adomain 'azamara.com' with mean price 0.2, 1 impressions of adomain 'bausch.com' with mean price 0.1, 1 impressions of adomain 'beachbody.com' with mean price 0.1, 4 impressions of adomain 'bemismfg.com' with mean price 0.1, 1 impressions of adomain 'benadryl.com' with mean price 0.1, 6 impressions of adomain 'betrivers.com' with mean price 0.1, 58 impressions of adomain 'betterchoicecompany.com' with mean price 0.6, 13 impressions of adomain 'bissell.com' with mean price 0.1, 4 impressions of adomain 'blenderbottle.com' with mean price 0.1, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 62 impressions of adomain 'bluechew.com' with mean price 0.7, 38 impressions of adomain 'brightpetnutrition.com' with mean price 0.1, 1 impressions of adomain 'brotherlybudnj.com' with mean price 0.4, 1 impressions of adomain 'burke.org' with mean price 0.1, 1 impressions of adomain 'canidae.com' with mean price 0.1, 8 impressions of adomain 'carnivoremeat.com' with mean price 0.1, 3 impressions of adomain 'cash.app' with mean price 0.0, 5 impressions of adomain 'chewy.com' with mean price 0.2, 6 impressions of adomain 'churchdwight.com' with mean price 0.1, 1 impressions of adomain 'ciachef.edu' with mean price 3.5, 7 impressions of adomain 'cicis.com' with mean price 0.3, 1 impressions of adomain 'cityexperiences.com' with mean price 0.1, 1 impressions of adomain 'claritin.com' with mean price 0.2, 3 impressions of adomain 'coca-cola.com' with mean price 0.1, 211 impressions of adomain 'colgate.com' with mean price 0.1, 3 impressions of adomain 'cottonelle.com' with mean price 0.1, 1 impressions of adomain 'cremocompany.com' with mean price 0.1, 3 impressions of adomain 'curaleaf.com' with mean price 0.2, 2 impressions of adomain 'cyberpowersystems.com' with mean price 0.1, 21 impressions of adomain 'depend.com' with mean price 0.1, 4 impressions of adomain 'dexcom.com' with mean price 1.0, 1 impressions of adomain 'dialsoap.com' with mean price 0.1, 1 impressions of adomain 'discovery.com' with mean price 0.1, 91 impressions of adomain 'disneyplus.com' with mean price 0.1, 5 impressions of adomain 'drjart.com' with mean price 0.1, 11 impressions of adomain 'econtrendx.com' with mean price 0.1, 1 impressions of adomain 'energizer.com' with mean price 0.1, 4 impressions of adomain 'ensure.com' with mean price 0.1, 8 impressions of adomain 'espn.com' with mean price 0.1, 1 impressions of adomain 'extclaims.com' with mean price 0.9, 1 impressions of adomain 'fcticlassaction.com' with mean price 0.9, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.6, 3 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'frlawpa.com' with mean price 0.2, 5 impressions of adomain 'funkaway.com' with mean price 0.1, 1 impressions of adomain 'garnierusa.com' with mean price 0.1, 1 impressions of adomain 'goldencorral.com' with mean price 0.1, 3 impressions of adomain 'goodfoods.com' with mean price 0.1, 1 impressions of adomain 'goodnites.com' with mean price 0.1, 2 impressions of adomain 'guidingstars.com' with mean price 0.3, 28 impressions of adomain 'haleon.com' with mean price 0.2, 17 impressions of adomain 'hello-products.com' with mean price 0.1, 2 impressions of adomain 'helloned.com' with mean price 0.0, 66 impressions of adomain 'hillspet.com' with mean price 0.1, 6 impressions of adomain 'hims.com' with mean price 0.3, 1 impressions of adomain 'hkgroup.com' with mean price 0.1, 1 impressions of adomain 'hondadealers.com' with mean price 0.1, 2 impressions of adomain 'hopkinsmedicine.org' with mean price 0.7, 6 impressions of adomain 'huberwood.com' with mean price 0.1, 10 impressions of adomain 'huggies.com' with mean price 0.1, 5 impressions of adomain 'humann.com' with mean price 0.1, 2 impressions of adomain 'impex-fitness.com' with mean price 0.1, 1 impressions of adomain 'irishspring.com' with mean price 0.1, 1 impressions of adomain 'jcpenny.com' with mean price 0.0, 1 impressions of adomain 'jefferson.edu' with mean price 0.2, 5 impressions of adomain 'kalahariresorts.com' with mean price 0.1, 1 impressions of adomain 'kay.com' with mean price 0.4, 4 impressions of adomain 'kelloggs.com' with mean price 0.8, 4 impressions of adomain 'kleenex.com' with mean price 0.2, 13 impressions of adomain 'kohls.com' with mean price 0.1, 5 impressions of adomain 'la-z-boy.com' with mean price 0.5, 2 impressions of adomain 'lacteol.com' with mean price 0.1, 2 impressions of adomain 'lasalle.edu' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'looperverse.com' with mean price 0.3, 2 impressions of adomain 'lubriderm.com' with mean price 0.1, 1 impressions of adomain 'maryruthorganics.com' with mean price 0.1, 7 impressions of adomain 'matrix.com' with mean price 0.1, 1 impressions of adomain 'mauimoisture.com' with mean price 0.1, 4 impressions of adomain 'maybelline.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'motrin.com' with mean price 0.2, 41 impressions of adomain 'naturesvariety.com' with mean price 0.1, 1 impressions of adomain 'neosporin.com' with mean price 0.1, 1 impressions of adomain 'nestleusa.com' with mean price 0.1, 7 impressions of adomain 'neutrogena.com' with mean price 0.2, 1 impressions of adomain 'nikon.com' with mean price 0.1, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 2 impressions of adomain 'nordvpn.com' with mean price 0.0, 2 impressions of adomain 'nowfoods.com' with mean price 0.2, 10 impressions of adomain 'nulo.com' with mean price 0.1, 10 impressions of adomain 'numerator.com' with mean price 0.1, 17 impressions of adomain 'nutrafol.com' with mean price 0.3, 130 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 4 impressions of adomain 'nyxcosmetics.com' with mean price 0.1, 1 impressions of adomain 'off-stamp.com' with mean price 1.2, 1 impressions of adomain 'ogxbeauty.com' with mean price 0.1, 4 impressions of adomain 'olly.com' with mean price 0.1, 1 impressions of adomain 'oneaday.com' with mean price 0.2, 2 impressions of adomain 'opalescence.com' with mean price 0.1, 5 impressions of adomain 'optimumnutrition.com' with mean price 0.1, 2 impressions of adomain 'orgain.com' with mean price 0.1, 2 impressions of adomain 'palmers.com' with mean price 0.1, 4 impressions of adomain 'panasonic.com' with mean price 0.1, 1 impressions of adomain 'pandora.com' with mean price 0.1, 12 impressions of adomain 'papajohns.com' with mean price 0.4, 1 clicks of adomain 'papajohns.com', 2 impressions of adomain 'paramount.com' with mean price 0.0, 9 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'paturnpike.com' with mean price 0.3, 4 impressions of adomain 'paulmitchell.com' with mean price 0.1, 1 impressions of adomain 'paypal.com' with mean price 0.1, 6 impressions of adomain 'pedialyte.com' with mean price 0.1, 1 impressions of adomain 'pediasure.com' with mean price 0.1, 5 impressions of adomain 'pennmedicine.org' with mean price 1.1, 3 impressions of adomain 'pepcid.com' with mean price 0.1, 5 impressions of adomain 'pepsico.com' with mean price 0.1, 5 impressions of adomain 'perdue.com' with mean price 0.2, 1 impressions of adomain 'petiq.com' with mean price 0.1, 1 impressions of adomain 'pharmavite.com' with mean price 0.1, 71 impressions of adomain 'philips.com' with mean price 0.2, 1 impressions of adomain 'philosophy.com' with mean price 0.1, 5 impressions of adomain 'planetfitness.com' with mean price 0.2, 2 impressions of adomain 'poconomountains.com' with mean price 0.9, 14 impressions of adomain 'poise.com' with mean price 0.1, 4 impressions of adomain 'postconsumerbrands.com' with mean price 0.1, 4 impressions of adomain 'powerofresolve.com' with mean price 0.2, 4 impressions of adomain 'prestigebrands.com' with mean price 0.1, 13 impressions of adomain 'progressive.com' with mean price 0.2, 2 impressions of adomain 'protalitynutrition.com' with mean price 0.1, 8 impressions of adomain 'pull-ups.com' with mean price 0.1, 4 impressions of adomain 'purina.com' with mean price 0.1, 1 impressions of adomain 'qpoint.io' with mean price 0.1, 2 impressions of adomain 'revlon.com' with mean price 0.1, 1 impressions of adomain 'ridgewoodbank.com' with mean price 0.2, 79 impressions of adomain 'royalcanin.com' with mean price 0.2, 2 impressions of adomain 'safavieh.com' with mean price 0.1, 1 impressions of adomain 'sakrete.com' with mean price 0.6, 11 impressions of adomain 'samsung.com' with mean price 1.1, 1 impressions of adomain 'sanofi.com' with mean price 0.1, 1 impressions of adomain 'schellbrothers.com' with mean price 0.2, 2 impressions of adomain 'schick.com' with mean price 0.2, 3 impressions of adomain 'schwarzkopf.com' with mean price 0.1, 3 impressions of adomain 'scottbrand.com' with mean price 0.1, 3 impressions of adomain 'simplyhatfield.com' with mean price 0.8, 2 impressions of adomain 'siriusxm.com' with mean price 0.2, 1 impressions of adomain 'skechers.com' with mean price 0.1, 7 impressions of adomain 'sleepnumber.com' with mean price 0.1, 6 impressions of adomain 'smbb.com' with mean price 0.3, 1 impressions of adomain 'solocup.com' with mean price 0.1, 23 impressions of adomain 'spectrumbrands.com' with mean price 0.2, 1 impressions of adomain 'springfieldhyundai.com' with mean price 0.2, 12 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'strivectin.com' with mean price 0.1, 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 3 impressions of adomain 'tempursealy.com' with mean price 0.1, 5 impressions of adomain 'temu.com' with mean price 0.1, 3 impressions of adomain 'thehonestkitchen.com' with mean price 0.1, 1 impressions of adomain 'theralogix.com' with mean price 0.2, 6 impressions of adomain 'tiktok.com' with mean price 1.1, 3 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'trulieve.com' with mean price 0.4, 1 impressions of adomain 'tweezerman.com' with mean price 0.1, 3 impressions of adomain 'tylenol.com' with mean price 0.2, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 1 impressions of adomain 'ultimatepetnutrition.com' with mean price 0.2, 188 impressions of adomain 'unilever.com' with mean price 0.1, 9 impressions of adomain 'useactive.com' with mean price 0.1, 3 impressions of adomain 'valleyforge.org' with mean price 0.2, 6 impressions of adomain 'verbproducts.com' with mean price 0.1, 3 impressions of adomain 'victorpetfood.com' with mean price 0.6, 1 impressions of adomain 'virtua.org' with mean price 0.5, 2 impressions of adomain 'visitmaryland.org' with mean price 1.2, 1 impressions of adomain 'visittampabay.com' with mean price 0.0, 1 impressions of adomain 'vrbo.com' with mean price 0.1, 2 impressions of adomain 'waterpik.com' with mean price 0.1, 1 impressions of adomain 'wayne.bank' with mean price 0.2, 80 impressions of adomain 'wellnesspetfood.com' with mean price 0.2, 3 impressions of adomain 'weruva.com' with mean price 0.2, 33 impressions of adomain 'whimzees.com' with mean price 0.1, 7 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'workingnewjersey.org' with mean price 0.5, 2 impressions of adomain 'worldvision.org' with mean price 0.1, 1 impressions of adomain 'worryfree.pseg.com' with mean price 1.4, 1 impressions of adomain 'www.admile.com' with mean price 0.6, 1 impressions of adomain 'zales.com' with mean price 0.9, 5 impressions of adomain 'zarbees.com' with mean price 0.1, 3 impressions of adomain 'zquared.com' with mean price 0.1, 1 impressions of adomain 'zwop.com' with mean price 0.1; 1 sessions in app 'com.eet.email.launcher', 1 ad_requests with mean bid_floor 5.2; 20 sessions in app 'com.eet.weather.launcher', 21 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 1.7; 20 sessions in app 'com.logomaster.logomaker', 59 ad_requests with mean bid_floor 8.9; 22 sessions in app 'com.pdf.pro', 263 ad_requests with mean bid_floor 18.6; 1 sessions in app 'com.pdf.read.view.editor.pdfreader.pdfviewer', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.peoplefun.wordsearch', 28 ad_requests with mean bid_floor 4.2, 4 impressions of adomain 'pa.betrivers.com' with mean price 0.8; 1 sessions in app 'com.pgzng.quicktranslator', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.pgzng.timer', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.solitaire.cards.deluxe', 24 ad_requests with mean bid_floor 20.1; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.1; 4 sessions in app 'com.tripledot.woodoku', 28 ad_requests with mean bid_floor 11.0; 8 sessions in app 'com.uhd.wallpapers4k.live.background.lockscreen', 13 ad_requests with mean bid_floor 5.2; 50 sessions in app 'com.zd.answer', 108 ad_requests with mean bid_floor 8.1; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 9.1; 8 sessions in app 'in.playsimple.wordtrip', 27 ad_requests with mean bid_floor 11.3; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.7; 3 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 17 ad_requests with mean bid_floor 46.6];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 2463;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 2464;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.608444911901405;partition is 2646
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '6fcc767f-4400-4a8f-9931-70d2ac2d888d';uuid is '0de0423c-89b5-4886-b86e-c8e2441d3521';bid_timestamp is '2025-02-08 3:05:14';device_id is '6fcc767f-4400-4a8f-9931-70d2ac2d888d';biddate is '2025-02-08';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 2.33853887113706;target_cpi is 1.50820482120358;campaign is 58290;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 1.07325 ;min_floor is ;bidmachine_placement_value is 53;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 29 ;time_since_impression is 93772 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.87;prior_theme_impressions_count is 29;prior_tag_clicks_count is 7 ;time_since_click is 93762;hour is '2025-02-08 03:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[50 sessions in app 'com.blackout.spades', 33879 ad_requests with mean bid_floor 25.1, 1 impressions of adomain 'adbry.com' with mean price 1.2, 1 impressions of adomain 'alabamaable.gov' with mean price 0.5, 22 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bcbsal.org' with mean price 0.5, 4 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 10 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'google.com' with mean price 2.2, 3 impressions of adomain 'gvokeglucagon.com' with mean price 1.2, 4 impressions of adomain 'highlevelsafeguard.com' with mean price 0.3, 4 impressions of adomain 'instagram.com' with mean price 0.3, 3 impressions of adomain 'internationalpaper.com' with mean price 1.1, 1 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 3 impressions of adomain 'kentww.com' with mean price 0.7, 3 impressions of adomain 'marcus.com' with mean price 0.1, 6 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 1 impressions of adomain 'mypigeonforge.com' with mean price 0.2, 11 impressions of adomain 'newpub.co/spades' with mean price 2.7, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 8 impressions of adomain 'offerhives.com' with mean price 0.3, 17 impressions of adomain 'owllabs.com' with mean price 0.5, 3 impressions of adomain 'rimmellondon.com' with mean price 0.2, 5 impressions of adomain 'samhsa.gov' with mean price 0.3, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'starbucks.com' with mean price 0.1, 4 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'thepurcompany.com' with mean price 0.2, 2 impressions of adomain 'ubykotex.com' with mean price 0.2, 1 impressions of adomain 'vanicream.com' with mean price 0.5, 3 impressions of adomain 'wearealabamahospitals.org' with mean price 0.3, 1 impressions of adomain 'windcreek.com' with mean price 0.3, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.2; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 6.9; 2 sessions in app 'com.peoplefun.wordcross', 10 ad_requests with mean bid_floor 6.1; 84 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 4156 ad_requests with mean bid_floor 12.2, 1 impressions of adomain 'mhitpoker.com' with mean price 3.4, 7 clicks of adomain 'newpub.co', 7 impressions of adomain 'newpub.co' with mean price 3.7, 3 clicks of adomain 'oakevergames.com', 8 impressions of adomain 'oakevergames.com' with mean price 5.7, 2 impressions of adomain 'peppermint-lips.com' with mean price 9.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.8; 3 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.zimad.spades', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.WordSearch.WordBliss', 2 ad_requests with mean bid_floor 10.3; 1 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 4.4; 5 sessions in app 'mmapps.mobile.magnifier', 102 ad_requests with mean bid_floor 46.2];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 26;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 26;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.606585989309607;partition is 3051
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '45f2ea29-f5ed-48f6-b92c-0cdfc0a0fb5e';uuid is '79bf8113-badc-4a99-881b-d648080f42f1';bid_timestamp is '2025-01-04 1:59:59';device_id is '45f2ea29-f5ed-48f6-b92c-0cdfc0a0fb5e';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 47.4668601400116;target_cpi is 4.24992541771984;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 29.68;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 1208261 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.01;prior_theme_impressions_count is 12;prior_tag_clicks_count is 6 ;time_since_click is 1547485;hour is '2025-01-04 01:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[11 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 15285 ad_requests with mean bid_floor 14.6, 14 impressions of adomain 'amazon.com' with mean price 1.5, 4 impressions of adomain 'flatsonhouk-trprop.com' with mean price 0.7, 1 impressions of adomain 'gnc.com' with mean price 0.2, 1 impressions of adomain 'hims.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'livenorthstarflats.com' with mean price 0.7, 4 impressions of adomain 'marriott.com' with mean price 0.7, 9 impressions of adomain 'meijer.com' with mean price 2.0, 1 impressions of adomain 'nexlizet.com' with mean price 0.7, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2, 1 impressions of adomain 'tech.pokergaga.net' with mean price 9.7, 4 impressions of adomain 'walgreens.com' with mean price 0.8; 26 sessions in app 'com.fiogonia.euchre', 904 ad_requests with mean bid_floor 25.7; 11 sessions in app 'com.newpubco.spades', 2564 ad_requests with mean bid_floor 10.7, 1 impressions of adomain '1000bulbs.com' with mean price 3.4, 2 impressions of adomain '7-eleven.com' with mean price 0.4, 1 impressions of adomain '911memorial.org' with mean price 0.2, 1 impressions of adomain 'airproducts.com' with mean price 0.5, 1 impressions of adomain 'alkindisprinkle.com' with mean price 0.5, 1 impressions of adomain 'all-laundry.com' with mean price 0.1, 14 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'annies.com' with mean price 1.0, 1 impressions of adomain 'atlasbutler.com' with mean price 0.6, 1 impressions of adomain 'bidease.com' with mean price 1.5, 1 impressions of adomain 'bissell.com' with mean price 0.2, 1 impressions of adomain 'bose.com' with mean price 0.1, 1 impressions of adomain 'bp.com' with mean price 0.5, 1 impressions of adomain 'bw.edu' with mean price 1.1, 3 impressions of adomain 'cash.app' with mean price 0.2, 1 impressions of adomain 'changethegameohio.org' with mean price 1.8, 26 impressions of adomain 'cottonelle.com' with mean price 0.1, 6 impressions of adomain 'discover.com' with mean price 0.5, 23 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'encova.com' with mean price 1.4, 1 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'example.com' with mean price 1.0, 4 impressions of adomain 'extclaims.com' with mean price 1.4, 15 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.6, 3 impressions of adomain 'fla-keys.com' with mean price 0.1, 2 impressions of adomain 'greenmountaincoffee.com' with mean price 0.2, 5 impressions of adomain 'healthprimal.com' with mean price 9.5, 1 impressions of adomain 'hgtv.com' with mean price 0.1, 12 impressions of adomain 'honda.com' with mean price 0.5, 1 impressions of adomain 'hormelfoods.com' with mean price 0.3, 9 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'ibew.org' with mean price 0.4, 2 impressions of adomain 'interstatebatteries.com' with mean price 0.5, 2 impressions of adomain 'jeffdeals.com' with mean price 0.3, 2 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kemba.org' with mean price 1.5, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 1 impressions of adomain 'lastpass.com' with mean price 0.6, 2 impressions of adomain 'maybelline.com' with mean price 0.2, 3 impressions of adomain 'megababebeauty.com' with mean price 0.1, 9 impressions of adomain 'mobilesafetytech.com' with mean price 1.9, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 3 impressions of adomain 'nestleusa.com' with mean price 0.4, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 5 impressions of adomain 'nyxcosmetics.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 2.1, 3 impressions of adomain 'ohioentandallergy.com' with mean price 1.7, 1 impressions of adomain 'onemedical.com' with mean price 1.7, 2 impressions of adomain 'orgain.com' with mean price 1.1, 1 impressions of adomain 'osu.edu' with mean price 1.0, 81 impressions of adomain 'paramountplus.com' with mean price 0.1, 6 impressions of adomain 'pearlevision.com' with mean price 0.5, 1 impressions of adomain 'penguinrandomhouse.com' with mean price 1.0, 3 impressions of adomain 'pentlyconger.com' with mean price 5.6, 2 impressions of adomain 'perfettivanmelleus.com' with mean price 0.2, 1 impressions of adomain 'poise.com' with mean price 0.1, 224 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'protectyourwater.net' with mean price 0.4, 3 impressions of adomain 'pvh.com' with mean price 0.7, 2 impressions of adomain 'quantstampfairfund.com' with mean price 0.5, 1 impressions of adomain 'receive-the-prize.online' with mean price 1.6, 3 impressions of adomain 'rivian.com' with mean price 9.4, 1 clicks of adomain 'rivian.com', 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'scarletpearlcasino.com' with mean price 0.2, 1 impressions of adomain 'serviceexpress.com' with mean price 0.3, 3 impressions of adomain 'skylinechili.com' with mean price 3.3, 4 impressions of adomain 'smuckers.com' with mean price 0.7, 2 impressions of adomain 'speedway.com' with mean price 0.4, 1 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'swishersweets.com' with mean price 1.1, 2 impressions of adomain 'tech.pokergaga.net' with mean price 6.1, 1 impressions of adomain 'tempursealy.com' with mean price 1.1, 6 impressions of adomain 'toyota.com' with mean price 0.3, 5 impressions of adomain 'traeger.com' with mean price 1.0, 2 impressions of adomain 'uber.com' with mean price 0.3, 4 impressions of adomain 'walgreens.com' with mean price 1.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'woodmenlife.com' with mean price 0.6, 1 impressions of adomain 'zscaler.com' with mean price 0.5; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 10.3; 3 sessions in app 'com.wildcard.spades', 36 ad_requests with mean bid_floor 7.6; 2 sessions in app 'easy.launcher', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 4 ad_requests with mean bid_floor 5.4; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 3.6; 3 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 39.4];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 335;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 430;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0329187420936588;partition is 2662
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'f60f2a5f-6b1f-4d58-beb1-6cf7d78df8cc';uuid is '4c983580-46c1-4f22-b524-d2c9ea836993';bid_timestamp is '2024-12-14 7:20:38';device_id is 'f60f2a5f-6b1f-4d58-beb1-6cf7d78df8cc';biddate is '2024-12-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 10.823370684175;target_cpi is 4;campaign is 57526;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 6.814285;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 14351 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.44;prior_theme_impressions_count is 11;prior_tag_clicks_count is 6 ;time_since_click is 14340;hour is '2024-12-14 07:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[2 sessions in app 'com.LoopGames.Domino', 52 ad_requests with mean bid_floor 7.5; 159 sessions in app 'com.afgame.app.poolball', 3393 ad_requests with mean bid_floor 25.0; 88 sessions in app 'com.blackout.spades', 17739 ad_requests with mean bid_floor 14.9, 1 clicks of adomain '5252slot.com', 1 impressions of adomain '5252slot.com' with mean price 1.9, 1 impressions of adomain 'acehardware.com' with mean price 0.7, 1 impressions of adomain 'acmeunited.com' with mean price 0.3, 62 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'ascentmtncreek.com' with mean price 0.5, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 clicks of adomain 'carolina.com', 8 impressions of adomain 'carolina.com' with mean price 0.2, 1 impressions of adomain 'carrolltonsprings.com' with mean price 0.4, 1 impressions of adomain 'dexcom.com' with mean price 1.4, 3 impressions of adomain 'discovery.com' with mean price 0.3, 1 impressions of adomain 'disney.com' with mean price 0.4, 4 impressions of adomain 'disneyplus.com' with mean price 0.3, 3 impressions of adomain 'highlevelsafeguard.com' with mean price 0.5, 2 impressions of adomain 'hrblock.com' with mean price 0.2, 2 impressions of adomain 'kelloggs.com' with mean price 1.6, 3 impressions of adomain 'mcdonalds.com' with mean price 0.1, 1 impressions of adomain 'mikmak.tv' with mean price 0.7, 4 impressions of adomain 'miller-motte.edu' with mean price 0.4, 2 impressions of adomain 'moin-marketing.com' with mean price 0.5, 1 impressions of adomain 'naturesbakery.com' with mean price 0.4, 1 impressions of adomain 'neccoopenergy.com' with mean price 0.8, 4 clicks of adomain 'newpub.co', 4 impressions of adomain 'newpub.co' with mean price 3.8, 4 clicks of adomain 'newpub.co/spades', 8 impressions of adomain 'newpub.co/spades' with mean price 3.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 5 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 3 impressions of adomain 'qualify-medicare.co' with mean price 0.4, 1 impressions of adomain 'rhodes.edu' with mean price 0.4, 3 impressions of adomain 'samsung.com' with mean price 0.6, 2 impressions of adomain 'schlage.com' with mean price 0.5, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'starz.com' with mean price 0.4, 2 impressions of adomain 'texas.gov' with mean price 0.2, 1 impressions of adomain 'torkusa.com' with mean price 0.4, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.4, 1 impressions of adomain 'travelnevada.com' with mean price 0.2, 2 impressions of adomain 'walmart.com' with mean price 0.1, 12 impressions of adomain 'winstar.com' with mean price 0.5, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.king.candycrushsaga', 1 ad_requests with mean bid_floor 1.1; 3 sessions in app 'com.vitastudio.mahjong', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'st.ows.chess', 11 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'amazon.com' with mean price 0.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3;channel is 'USA/V/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 4;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.769489015612329;partition is 1548
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '7373f645-f2a3-4310-ba2f-d7f089c98267';uuid is '5275148b-9db8-459c-9e3c-0fc67353425e';bid_timestamp is '2025-02-07 18:00:07';device_id is '7373f645-f2a3-4310-ba2f-d7f089c98267';biddate is '2025-02-07';country is 'USA';app is 'com.belkagames.jam';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'unity sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 1241 ;seller_name is 'Unity SSP';seller_id is 113;content_type is 've';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 '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 13;user_behavior is :[1 sessions in app 'com.LG.LuxuryMall', 3 ad_requests with mean bid_floor 5.2; 41 sessions in app 'com.Seriously.BestFiends', 443 ad_requests with mean bid_floor 12.9; 5 sessions in app 'com.belkagames.jam', 264 ad_requests with mean bid_floor 11.5; 1 sessions in app 'com.dp.hidden.objects', 4 ad_requests with mean bid_floor 4.0; 23 sessions in app 'com.goo_browser.blue_search', 216 ad_requests with mean bid_floor 7.7, 2 impressions of adomain 'intuit.com' with mean price 0.9, 1 impressions of adomain 'pluto.tv' with mean price 2.5, 2 clicks of adomain 'purina.com', 3 impressions of adomain 'purina.com' with mean price 33.2; 1 sessions in app 'com.sixace.tonkmultiplayer', 23 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.youchen.clickpianoblock', 26 ad_requests with mean bid_floor 12.5; 1 sessions in app 'touse.aqucomaclip.com', 2 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/unity sdk/com.belkagames.jam/True/113';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.673096168381476;partition is 1244
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'fa44e707-c9f7-4a79-9018-3520cfed16a7';uuid is 'c367bcef-2c7d-46a9-b166-4cf4bb8a3b93';bid_timestamp is '2024-12-29 10:27:24';device_id is 'fa44e707-c9f7-4a79-9018-3520cfed16a7';biddate is '2024-12-29';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 2.18928962531453;target_cpi is 2;campaign is 57716;creative_id is 228773;session_duration is 98 ;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 1.107463;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 0.43;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-29 10:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'com.DesireGame.BridgeRunnerRush3D', 1 ad_requests with mean bid_floor 0.0; 17 sessions in app 'com.intensedev.classicsolitaire.gp', 166 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.kidultlovin.royalsolitaire', 10 ad_requests with mean bid_floor 28.1; 1 sessions in app 'com.marketer.reserverdeals', 4 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.mn.spark.browser.nm', 7 ad_requests with mean bid_floor 3.0; 2 sessions in app 'com.playvalve.solitaire', 64 ad_requests with mean bid_floor 64.1, 1 impressions of adomain 'walgreens.com' with mean price 1.1; 80 sessions in app 'com.vafra.browser', 140 ad_requests with mean bid_floor 121.9; 2 sessions in app 'com.vitastudio.solitaire', 22 ad_requests with mean bid_floor 28.7; 11 sessions in app 'com.yy.solitaire.classic.card.game.free', 40 ad_requests with mean bid_floor 5.2; 8 sessions in app 'solitaire.classicgame.klondike.solitaire.freecard', 31 ad_requests with mean bid_floor 1.3];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 0;channel is 'USA/V/applovin/com.ofazz.clever/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.122030119598745;partition is 2604
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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 'c670d009-efbf-4e36-99a3-ac3f2fa9a850';uuid is 'fae6415d-d9c7-460e-a89c-c889085a8e2b';bid_timestamp is '2025-02-02 0:34:24';device_id is 'c670d009-efbf-4e36-99a3-ac3f2fa9a850';biddate is '2025-02-02';country is 'USA';app is 'com.cal.unit.conver';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 21.470550794968;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 257 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-02 00:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior is :[13 sessions in app 'com.cal.unit.conver', 499 ad_requests with mean bid_floor 5.1; 1 sessions in app 'in.crossy.daily_crossword', 6 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 0;channel is 'USA/V/chartboost-android-sdk/com.cal.unit.conver/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.588796667439831;partition is 2015
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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 '922f2d3d-413b-4f1d-9758-c6cd645ddc57';uuid is '9ab254a3-2b7a-42b6-92ac-4c37a216799c';bid_timestamp is '2025-01-14 1:55:19';device_id is '922f2d3d-413b-4f1d-9758-c6cd645ddc57';biddate is '2025-01-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'ironsource';raw_price is 6.15841148417116;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 15 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 9.464285;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 70 ;time_since_impression is 82121 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.75;prior_theme_impressions_count is 70;prior_tag_clicks_count is 27 ;time_since_click is 82110;hour is '2025-01-14 01:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[30 sessions in app 'com.blackout.spades', 8967 ad_requests with mean bid_floor 25.3, 11 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'arlo.com' with mean price 3.3, 1 impressions of adomain 'bigbuckspawntn.com' with mean price 0.2, 2 impressions of adomain 'checkout51.com' with mean price 0.4, 2 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dukehealth.org' with mean price 0.5, 4 impressions of adomain 'eyemartexpress.com' with mean price 0.8, 3 impressions of adomain 'fisglobal.com' with mean price 0.8, 1 impressions of adomain 'florastor.com' with mean price 0.3, 2 impressions of adomain 'galderma.com' with mean price 0.4, 1 impressions of adomain 'homeofgolf.com' with mean price 0.8, 3 impressions of adomain 'mcdonalds.com' with mean price 0.2, 7 impressions of adomain 'newpub.co/spades' with mean price 4.4, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.4, 3 impressions of adomain 'resideo.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.5, 3 impressions of adomain 'strivectin.com' with mean price 0.4, 1 impressions of adomain 'thisiscleveland.com' with mean price 0.2, 1 impressions of adomain 'venturi-inc.com' with mean price 4.2, 1 impressions of adomain 'worldruggallery.com' with mean price 1.6; 2 sessions in app 'com.bonnie.trafficescape', 33 ad_requests with mean bid_floor 5.4, 1 impressions of adomain 'amazon.com' with mean price 0.1; 2 sessions in app 'com.crypt.gram.puzz', 57 ad_requests with mean bid_floor 11.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'progressive.com' with mean price 0.3; 28 sessions in app 'com.easybrain.backgammon.board.games', 2049 ad_requests with mean bid_floor 12.2, 1 impressions of adomain 'abbottnutrition.com' with mean price 0.6, 5 impressions of adomain 'adidas.com' with mean price 0.1, 5 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'aspercreme.com' with mean price 0.2, 2 impressions of adomain 'astrazeneca.com' with mean price 1.0, 3 impressions of adomain 'att.com' with mean price 1.0, 3 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'bmw.com' with mean price 0.1, 1 impressions of adomain 'brukinsa.com' with mean price 0.3, 1 impressions of adomain 'candycrushsodasaga.com' with mean price 2.2, 6 impressions of adomain 'capitalford.com' with mean price 0.4, 13 impressions of adomain 'coca-cola.com' with mean price 1.1, 1 impressions of adomain 'duke-energy.com' with mean price 0.2, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'gardasil9.com' with mean price 1.2, 16 impressions of adomain 'goldbond.com' with mean price 0.4, 2 impressions of adomain 'grammarly.com' with mean price 0.7, 2 impressions of adomain 'huggies.com' with mean price 0.4, 3 impressions of adomain 'hulu.com' with mean price 1.9, 1 impressions of adomain 'lumryz.com' with mean price 0.2, 3 impressions of adomain 'metamucil.com' with mean price 0.8, 1 impressions of adomain 'ncsecu.org' with mean price 0.9, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 4 impressions of adomain 'paxlovid.com' with mean price 0.7, 2 impressions of adomain 'paypal.com' with mean price 0.6, 3 impressions of adomain 'polivy.com' with mean price 0.1, 1 impressions of adomain 'prilosecotc.com' with mean price 1.2, 3 impressions of adomain 'progressive.com' with mean price 0.4, 2 impressions of adomain 'rei.com' with mean price 0.4, 2 impressions of adomain 'samsclub.com' with mean price 0.2, 2 impressions of adomain 'samsung.com' with mean price 0.3, 4 impressions of adomain 'subaru.com' with mean price 0.2, 17 impressions of adomain 'uscellular.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.6, 2 impressions of adomain 'walmart.com' with mean price 0.3, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'xolair.com' with mean price 0.4; 1 sessions in app 'com.peoplefun.wordcross', 22 ad_requests with mean bid_floor 6.3; 33 sessions in app 'com.puzzlegames.carescape3d.gp', 1922 ad_requests with mean bid_floor 1.2, 1 clicks of adomain '9snail.com', 2 impressions of adomain '9snail.com' with mean price 3.7, 1 impressions of adomain 'adequancanine.com' with mean price 2.3, 1 clicks of adomain 'carfax.com', 1 impressions of adomain 'carfax.com' with mean price 6.3, 1 impressions of adomain 'eyemartexpress.com' with mean price 0.9, 2 impressions of adomain 'homeofgolf.com' with mean price 0.5, 1 impressions of adomain 'kohls.com' with mean price 3.0, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 2 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 3.9, 1 impressions of adomain 'sleepnumber.com' with mean price 0.4, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 2 impressions of adomain 'temu.com' with mean price 6.7, 8 impressions of adomain 'walgreens.com' with mean price 0.7; 19 sessions in app 'com.starfun.goods.sort.triple.match', 113 ad_requests with mean bid_floor 0.7, 6 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bgfoods.com' with mean price 1.0, 1 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'eyemartexpress.com' with mean price 0.4, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 2 impressions of adomain 'nuunlife.com' with mean price 0.1, 1 impressions of adomain 'opalescence.com' with mean price 0.2, 1 impressions of adomain 'pepsibottlingventures.com' with mean price 0.9, 1 impressions of adomain 'playducky.com' with mean price 0.2, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.1, 1 impressions of adomain 'voquezna.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 4.0; 32 sessions in app 'easy.sudoku.puzzle.solver.free', 1028 ad_requests with mean bid_floor 19.0, 1 impressions of adomain '7-eleven.com' with mean price 0.1, 1 impressions of adomain 'allergan.com' with mean price 0.2, 4 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'autoinsurance.org' with mean price 0.1, 2 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'bushbeans.com' with mean price 0.2, 3 impressions of adomain 'campingworld.com' with mean price 0.1, 3 impressions of adomain 'capitalford.com' with mean price 0.2, 2 impressions of adomain 'claconnect.com' with mean price 0.2, 1 impressions of adomain 'colgate.com' with mean price 0.2, 2 impressions of adomain 'dnb.com' with mean price 0.1, 2 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 12 impressions of adomain 'eyemartexpress.com' with mean price 0.9, 11 impressions of adomain 'geico.com' with mean price 1.6, 3 impressions of adomain 'goldbond.com' with mean price 0.2, 1 impressions of adomain 'goodrx.com' with mean price 0.1, 1 impressions of adomain 'guns.com' with mean price 0.5, 6 impressions of adomain 'havertys.com' with mean price 0.2, 4 impressions of adomain 'huggies.com' with mean price 0.1, 3 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'kellanova.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'lifeextension.com' with mean price 0.4, 1 impressions of adomain 'mintmobile.com' with mean price 0.2, 1 impressions of adomain 'nathansfamous.com' with mean price 0.2, 5 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'nuunlife.com' with mean price 0.1, 3 impressions of adomain 'onewheel.com' with mean price 0.1, 2 impressions of adomain 'operationsmile.org' with mean price 0.1, 1 impressions of adomain 'paxlovid.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.5, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.4, 1 impressions of adomain 'strivectin.com' with mean price 0.2, 2 impressions of adomain 'taxact.com' with mean price 0.1, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 23 impressions of adomain 'uscellular.com' with mean price 0.5, 10 impressions of adomain 'walgreens.com' with mean price 0.5, 25 impressions of adomain 'walmart.com' with mean price 0.4; 2 sessions in app 'in.playsimple.tripcross', 5 ad_requests with mean bid_floor 3.6; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 4.0; 2 sessions in app 'in.playsimple.wordtrip', 19 ad_requests with mean bid_floor 5.6; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 8.3; 29 sessions in app 'loppipoppi.dominoes', 5212 ad_requests with mean bid_floor 18.9, 1 impressions of adomain '288sb.com' with mean price 0.2, 4 impressions of adomain '7-eleven.com' with mean price 0.4, 1 impressions of adomain 'adequan.com' with mean price 0.5, 119 impressions of adomain 'adidas.com' with mean price 0.1, 1 clicks of adomain 'advantagesolutions.net', 10 impressions of adomain 'advantagesolutions.net' with mean price 3.0, 15 impressions of adomain 'advanticehealth.com' with mean price 0.1, 1 impressions of adomain 'aletenutrition.com' with mean price 0.2, 1 impressions of adomain 'alignprobiotics.com' with mean price 2.2, 4 impressions of adomain 'allegra.com' with mean price 0.2, 1 impressions of adomain 'aloha.com' with mean price 0.1, 175 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'ameliaisland.com' with mean price 0.1, 10 impressions of adomain 'arlo.com' with mean price 0.1, 1 impressions of adomain 'armra.com' with mean price 0.1, 2 impressions of adomain 'ashleyfurniture.com' with mean price 0.2, 4 impressions of adomain 'astrazeneca.com' with mean price 0.2, 2 impressions of adomain 'azamara.com' with mean price 0.2, 21 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'belkin.com' with mean price 0.1, 3 impressions of adomain 'bose.com' with mean price 0.1, 2 impressions of adomain 'bounty.com' with mean price 3.0, 1 clicks of adomain 'bounty.com', 5 impressions of adomain 'cadillac.com' with mean price 0.2, 34 impressions of adomain 'capitalford.com' with mean price 0.3, 1 impressions of adomain 'charmin.com' with mean price 4.0, 1 clicks of adomain 'charmin.com', 22 impressions of adomain 'chumbacasino.com' with mean price 0.1, 6 impressions of adomain 'churchdwight.com' with mean price 0.1, 1 impressions of adomain 'citadel.edu' with mean price 0.4, 1 impressions of adomain 'clearblue.com' with mean price 2.7, 10 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'coach.com' with mean price 0.1, 2 impressions of adomain 'coca-cola.com' with mean price 0.1, 5 impressions of adomain 'colgate.com' with mean price 0.1, 5 impressions of adomain 'communitycoffee.com' with mean price 0.1, 3 impressions of adomain 'costco.com' with mean price 0.2, 1 impressions of adomain 'countyford.com' with mean price 0.3, 1 impressions of adomain 'covergirl.com' with mean price 0.2, 1 impressions of adomain 'cremocompany.com' with mean price 0.2, 4 impressions of adomain 'cricketwireless.com' with mean price 0.1, 3 impressions of adomain 'cuisinart.com' with mean price 0.1, 16 impressions of adomain 'culturelle.com' with mean price 0.1, 7 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'deutschfamily.com' with mean price 0.9, 1 impressions of adomain 'directv.com' with mean price 0.1, 4 impressions of adomain 'discovery.com' with mean price 0.1, 8 impressions of adomain 'disneyplus.com' with mean price 0.1, 15 impressions of adomain 'dove.com' with mean price 0.3, 3 impressions of adomain 'drinklmnt.com' with mean price 1.0, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.1, 1 impressions of adomain 'dukehealth.org' with mean price 0.2, 11 impressions of adomain 'duracell.com' with mean price 0.1, 5 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'entravision.com' with mean price 0.1, 1 impressions of adomain 'explore.setbuyatoyota.com' with mean price 0.4, 1 impressions of adomain 'extclaims.com' with mean price 0.8, 36 impressions of adomain 'eyemartexpress.com' with mean price 0.7, 3 impressions of adomain 'fcticlassaction.com' with mean price 0.6, 2 impressions of adomain 'fisglobal.com' with mean price 0.6, 6 impressions of adomain 'fitbit.com' with mean price 0.1, 21 impressions of adomain 'florastor.com' with mean price 0.1, 1 impressions of adomain 'forsythplasticsurgery.com' with mean price 0.3, 1 impressions of adomain 'freshlypicked.com' with mean price 0.2, 14 impressions of adomain 'galderma.com' with mean price 0.2, 2 impressions of adomain 'gardenoflife.com' with mean price 0.1, 3 impressions of adomain 'gatorade.com' with mean price 0.4, 2 impressions of adomain 'gillette.com' with mean price 2.7, 3 impressions of adomain 'gimmesnacks.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 2.2, 16 impressions of adomain 'grammarly.com' with mean price 0.8, 5 impressions of adomain 'greenmountaincoffee.com' with mean price 0.1, 1 impressions of adomain 'groundtruth.com' with mean price 0.5, 7 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'headandshoulders.com' with mean price 2.5, 1 clicks of adomain 'headandshoulders.com', 1 clicks of adomain 'helloned.com', 6 impressions of adomain 'helloned.com' with mean price 0.1, 2 impressions of adomain 'hendricktoyotaapex.com' with mean price 0.4, 3 impressions of adomain 'henkel-northamerica.com' with mean price 0.1, 1 impressions of adomain 'hersheys.com' with mean price 0.1, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'hilma.co' with mean price 0.1, 1 impressions of adomain 'homedynamix.com' with mean price 0.1, 1 impressions of adomain 'hormelfoods.com' with mean price 0.1, 2 impressions of adomain 'ingrezza.com' with mean price 0.1, 3 impressions of adomain 'instagram.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'ivory.com' with mean price 4.6, 1 clicks of adomain 'ivory.com', 23 impressions of adomain 'jcpenny.com' with mean price 0.2, 4 impressions of adomain 'kayak.com' with mean price 0.1, 2 impressions of adomain 'kelloggs.com' with mean price 0.2, 6 impressions of adomain 'kenraprofessional.com' with mean price 0.2, 1 impressions of adomain 'lenscrafters.com' with mean price 0.2, 3 impressions of adomain 'levelsprotein.com' with mean price 0.1, 2 impressions of adomain 'libertyhealthcareandrehab.com' with mean price 0.3, 3 impressions of adomain 'libertyhomecare.com' with mean price 0.2, 2 impressions of adomain 'lifeextension.com' with mean price 0.2, 3 impressions of adomain 'lindertt.com' with mean price 0.3, 2 impressions of adomain 'liquid-iv.com' with mean price 0.1, 2 impressions of adomain 'livenation.com' with mean price 0.0, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 6 impressions of adomain 'loloirugs.com' with mean price 0.1, 25 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 8 impressions of adomain 'lumineuxhealth.com' with mean price 0.2, 3 impressions of adomain 'lusbrands.com' with mean price 0.1, 1 impressions of adomain 'mars.com' with mean price 2.8, 26 impressions of adomain 'mccormick.com' with mean price 0.2, 1 impressions of adomain 'mcdonalds.com' with mean price 0.5, 8 impressions of adomain 'meiomi.com' with mean price 0.1, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 1.4, 2 impressions of adomain 'metamucil.com' with mean price 0.4, 2 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 'moroccanoil.com' with mean price 0.2, 7 impressions of adomain 'mrsmeyers.com' with mean price 0.1, 2 impressions of adomain 'narcan.com' with mean price 0.1, 1 impressions of adomain 'nativecos.com' with mean price 2.8, 1 impressions of adomain 'naturalflowsupplements.com' with mean price 0.1, 3 impressions of adomain 'naturesbounty.com' with mean price 0.2, 12 impressions of adomain 'ncsecu.org' with mean price 0.4, 1 impressions of adomain 'neostrata.com' with mean price 0.3, 4 impressions of adomain 'newbalance.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 3 impressions of adomain 'nowfoods.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.1, 43 impressions of adomain 'nutrafol.com' with mean price 0.2, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 3 impressions of adomain 'nuunlife.com' with mean price 0.1, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 3 impressions of adomain 'oatly.com' with mean price 0.3, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.1, 2 impressions of adomain 'oldspice.com' with mean price 4.0, 2 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.1, 1 impressions of adomain 'oneaday.com' with mean price 1.6, 2 impressions of adomain 'onlinemediasolutions.com' with mean price 0.1, 2 impressions of adomain 'openbank.us' with mean price 0.2, 9 impressions of adomain 'orgain.com' with mean price 0.1, 1 impressions of adomain 'palmers.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.1, 8 impressions of adomain 'paulmitchell.com' with mean price 0.3, 2 impressions of adomain 'paxlovid.com' with mean price 0.8, 3 impressions of adomain 'peets.com' with mean price 0.1, 3 impressions of adomain 'pepsi.com' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.1, 2 impressions of adomain 'postholdings.com' with mean price 0.3, 9 impressions of adomain 'prestigebrands.com' with mean price 0.3, 1 clicks of adomain 'prilosecotc.com', 5 impressions of adomain 'prilosecotc.com' with mean price 3.2, 4 impressions of adomain 'progressive.com' with mean price 0.2, 3 impressions of adomain 'puffs.com' with mean price 4.2, 11 impressions of adomain 'purinamills.com' with mean price 3.0, 2 impressions of adomain 'qunol.com' with mean price 0.1, 1 impressions of adomain 'qvc.com' with mean price 0.1, 1 impressions of adomain 'redbull.com' with mean price 0.3, 2 impressions of adomain 'rei.com' with mean price 0.2, 22 impressions of adomain 'resideo.com' with mean price 0.1, 2 impressions of adomain 'revlon.com' with mean price 0.1, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.2, 11 impressions of adomain 'sallyhansen.com' with mean price 0.1, 6 impressions of adomain 'samsclub.com' with mean price 0.4, 11 impressions of adomain 'samsung.com' with mean price 0.3, 5 impressions of adomain 'sanofi.com' with mean price 0.1, 9 impressions of adomain 'santanderus.com' with mean price 0.5, 5 impressions of adomain 'seventhgeneration.com' with mean price 0.2, 1 impressions of adomain 'shop.foodlion.com' with mean price 0.2, 1 impressions of adomain 'shopfancii.com' with mean price 0.1, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.4, 2 impressions of adomain 'shopvillagedistrict.com' with mean price 0.9, 2 impressions of adomain 'sling.com' with mean price 0.1, 2 impressions of adomain 'smartypantsvitamins.com' with mean price 0.1, 1 impressions of adomain 'southcarolina.com' with mean price 0.3, 1 impressions of adomain 'squareup.com' with mean price 0.3, 4 impressions of adomain 'starbucks.com' with mean price 0.1, 9 impressions of adomain 'strivectin.com' with mean price 0.2, 14 impressions of adomain 'subaru.com' with mean price 0.1, 11 impressions of adomain 'takeda.com' with mean price 0.5, 2 impressions of adomain 'thermos.com' with mean price 0.2, 2 impressions of adomain 'tiktok.com' with mean price 1.2, 1 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'torkusa.com' with mean price 0.1, 5 impressions of adomain 'traveltexas.com' with mean price 1.0, 1 impressions of adomain 'trybetterbrand.com' with mean price 0.0, 3 impressions of adomain 'twomenandajunktruck.com' with mean price 0.1, 21 impressions of adomain 'ultimahealth.com' with mean price 0.1, 6 impressions of adomain 'unilever.com' with mean price 0.1, 2 impressions of adomain 'universalnutrition.com' with mean price 0.1, 1 impressions of adomain 'urb.shop' with mean price 1.0, 37 impressions of adomain 'uscellular.com' with mean price 0.2, 10 impressions of adomain 'venturi-inc.com' with mean price 0.8, 22 impressions of adomain 'voquezna.com' with mean price 0.5, 3 impressions of adomain 'vrbo.com' with mean price 0.1, 2 impressions of adomain 'vytalogy.com' with mean price 0.1, 24 impressions of adomain 'walgreens.com' with mean price 0.6, 11 impressions of adomain 'walmart.com' with mean price 0.2, 1 impressions of adomain 'weather.com' with mean price 0.1, 7 impressions of adomain 'wildplanetfoods.com' with mean price 0.1, 6 impressions of adomain 'wkkellogg.com' with mean price 0.1, 10 impressions of adomain 'woodmenlife.com' with mean price 0.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 22;channel is 'USA/V/ironsource/com.blackout.spades/False/137';time_since_click_in_hours is 23;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.18538355343927;partition is 2618
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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 'fb06324d-88b9-4d01-8566-a15722e468ce';bid_timestamp is '2024-12-25 21:53:23';device_id is 'virt:f5652851c9c17ec28d4c8133191e4942';biddate is '2024-12-25';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 4.70170078441937;target_cpi is 1.25;campaign is 57677;creative_id is 228965;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 30.916667;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 '2024-12-25 21:00:00+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/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 0.514455826675565;partition is 3394
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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 '58dcfacc-7fd9-4e33-8672-d2d5b5fee280';uuid is '4a25d843-d4b0-483d-b419-ca2c9f59c774';bid_timestamp is '2024-12-23 2:04:35';device_id is '58dcfacc-7fd9-4e33-8672-d2d5b5fee280';biddate is '2024-12-23';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.78231605057811;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 3.9008;placement_historical_value is 3.46468;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 4187 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.63;prior_theme_impressions_count is 7;prior_tag_clicks_count is 3 ;time_since_click is 4174;hour is '2024-12-23 02:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[2 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 41 ad_requests with mean bid_floor 0.6; 59 sessions in app 'com.blackout.spades', 14276 ad_requests with mean bid_floor 26.0, 7 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'apextoolgroup.com' with mean price 0.2, 1 impressions of adomain 'bigbuckspawntn.com' with mean price 0.2, 2 impressions of adomain 'clorox.com' with mean price 0.3, 19 impressions of adomain 'depend.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'drpepper.com' with mean price 0.4, 1 impressions of adomain 'dsbpagency.com' with mean price 0.8, 1 impressions of adomain 'hhs.gov' with mean price 0.3, 1 impressions of adomain 'johndaylegal.com' with mean price 0.2, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 1 impressions of adomain 'mypigeonforge.com' with mean price 0.3, 3 impressions of adomain 'newpub.co' with mean price 2.5, 8 impressions of adomain 'newpub.co/spades' with mean price 3.8, 4 impressions of adomain 'paramountplus.com' with mean price 0.4, 4 impressions of adomain 'powerofresolve.com' with mean price 0.3, 2 impressions of adomain 'samsung.com' with mean price 1.9, 1 impressions of adomain 'smuckers.com' with mean price 3.3, 1 impressions of adomain 'walmart.com' with mean price 0.2, 1 impressions of adomain 'wellnesspetfood.com' with mean price 0.3, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 2 ad_requests with mean bid_floor 4.7; 85 sessions in app 'com.easybrain.number.sums.puzzle', 58521 ad_requests with mean bid_floor 15.5, 2 impressions of adomain '4bridgesaudiology.com' with mean price 0.1, 2 impressions of adomain '7-eleven.com' with mean price 0.4, 1 impressions of adomain 'acrisure.com' with mean price 3.1, 12 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'amscope.com' with mean price 0.1, 2 impressions of adomain 'appquantum.com' with mean price 0.0, 1 impressions of adomain 'archildrens.org' with mean price 2.4, 1 impressions of adomain 'arkansas.com' with mean price 0.1, 2 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 2 impressions of adomain 'auto-owners.com' with mean price 0.1, 1 impressions of adomain 'autodesk.com' with mean price 0.1, 3 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'benjaminone.com' with mean price 0.0, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'bounty.com' with mean price 4.1, 4 impressions of adomain 'bushbeans.com' with mean price 2.4, 2 impressions of adomain 'carnival.com' with mean price 0.3, 1 impressions of adomain 'catalyst.com' with mean price 1.1, 2 impressions of adomain 'citadel.edu' with mean price 0.5, 3 impressions of adomain 'clorox.com' with mean price 2.4, 3 impressions of adomain 'coca-colacompany.com' with mean price 1.9, 1 impressions of adomain 'continentaltire.com' with mean price 1.3, 2 impressions of adomain 'crumblcookies.com' with mean price 0.1, 1 impressions of adomain 'crypto.com' with mean price 0.0, 35 impressions of adomain 'depend.com' with mean price 0.1, 10 impressions of adomain 'direxioninvestments.com' with mean price 2.5, 1 impressions of adomain 'discovery.com' with mean price 0.1, 8 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'drpepper.com' with mean price 0.0, 7 impressions of adomain 'dulcolax.com' with mean price 0.1, 2 impressions of adomain 'duracell.com' with mean price 0.1, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 3 impressions of adomain 'espnbet.com' with mean price 0.0, 3 impressions of adomain 'expedia.com' with mean price 0.1, 7 impressions of adomain 'fepblue.org' with mean price 0.1, 2 impressions of adomain 'fertilityoutloud.com' with mean price 0.2, 1 impressions of adomain 'firstsouth.com' with mean price 0.3, 1 impressions of adomain 'floridastrawberry.org' with mean price 0.3, 2 impressions of adomain 'generalmills.com' with mean price 4.3, 1 impressions of adomain 'globalpoker.com' with mean price 1.2, 9 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'helloned.com' with mean price 0.1, 3 impressions of adomain 'hhs.gov' with mean price 0.1, 26 impressions of adomain 'huggies.com' with mean price 0.1, 24 impressions of adomain 'hulu.com' with mean price 0.8, 1 impressions of adomain 'iccsafe.org' with mean price 0.7, 1 impressions of adomain 'industriallifttruck.com' with mean price 0.1, 1 impressions of adomain 'ivory.com' with mean price 0.2, 2 impressions of adomain 'jackery.com' with mean price 0.1, 6 impressions of adomain 'jazzpharma.com' with mean price 0.1, 2 impressions of adomain 'justdice.io' with mean price 0.0, 2 impressions of adomain 'kellanova.com' with mean price 0.4, 2 impressions of adomain 'kitchenaid.com' with mean price 0.1, 4 impressions of adomain 'kleenex.com' with mean price 0.1, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 2 impressions of adomain 'libertytax.com' with mean price 0.7, 2 impressions of adomain 'lifescan.com' with mean price 0.1, 2 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'lunsumio.com' with mean price 0.2, 1 impressions of adomain 'marcus.com' with mean price 0.1, 3 impressions of adomain 'markanthonyintl.com' with mean price 0.1, 1 impressions of adomain 'mccormick.com' with mean price 0.1, 2 impressions of adomain 'mobilityware.com' with mean price 0.0, 8 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 2 impressions of adomain 'murdochs.com' with mean price 0.6, 1 impressions of adomain 'mycomputercareer.edu' with mean price 0.8, 3 impressions of adomain 'nationalgeographic.org' with mean price 2.5, 1 impressions of adomain 'naturesfynd.com' with mean price 0.4, 1 impressions of adomain 'navy.com' with mean price 0.1, 9 impressions of adomain 'nestle-watersna.com' with mean price 2.5, 1 impressions of adomain 'newellbrands.com' with mean price 0.1, 1 impressions of adomain 'nianticlabs.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 38 impressions of adomain 'ocrevus.com' with mean price 0.7, 2 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'orgovyx.com' with mean price 0.1, 10 impressions of adomain 'pandaexpress.com' with mean price 0.1, 1 impressions of adomain 'pantene.com' with mean price 2.4, 5 impressions of adomain 'paramount.com' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 6 impressions of adomain 'paxlovid.com' with mean price 0.7, 1 impressions of adomain 'peacocktv.com' with mean price 0.1, 1 impressions of adomain 'pennfoster.edu' with mean price 0.1, 1 impressions of adomain 'pepto-bismol.com' with mean price 1.3, 2 impressions of adomain 'pfizer.com' with mean price 5.5, 2 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'playtika.com' with mean price 0.0, 10 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'powerstop.com' with mean price 0.1, 6 impressions of adomain 'prattliving.com' with mean price 2.5, 4 impressions of adomain 'progressive.com' with mean price 0.4, 10 impressions of adomain 'progressivecommercial.com' with mean price 0.1, 1 impressions of adomain 'puffs.com' with mean price 2.4, 5 impressions of adomain 'pull-ups.com' with mean price 0.1, 6 impressions of adomain 'regeneron.com' with mean price 0.1, 9 impressions of adomain 'rei.com' with mean price 2.0, 1 impressions of adomain 'samsclub.com' with mean price 0.5, 9 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'saucony.com' with mean price 0.3, 1 impressions of adomain 'savethechildren.org' with mean price 0.1, 2 impressions of adomain 'scottbrand.com' with mean price 0.1, 1 impressions of adomain 'secret.com' with mean price 0.4, 2 impressions of adomain 'sfmic.com' with mean price 0.3, 2 impressions of adomain 'siemens-healthineers.com' with mean price 2.5, 2 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'speedway.com' with mean price 0.6, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 11 impressions of adomain 'stellaartois.com' with mean price 0.7, 1 impressions of adomain 'stonyfield.com' with mean price 0.4, 1 impressions of adomain 'strivectin.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 4 impressions of adomain 'surveymonkey.com' with mean price 0.1, 11 impressions of adomain 'synthroid.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'tennesseetogether.com' with mean price 2.4, 2 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.3, 2 impressions of adomain 'thepointsguy.com' with mean price 2.4, 1 impressions of adomain 'thomsonreuters.com' with mean price 0.1, 30 impressions of adomain 'trigreenequipment.com' with mean price 0.1, 1 impressions of adomain 'truecitrus.com' with mean price 4.5, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 3 impressions of adomain 'vicks.com' with mean price 0.4, 5 impressions of adomain 'vidangel.com' with mean price 0.2, 6 impressions of adomain 'walgreens.com' with mean price 0.7, 103 impressions of adomain 'walmart.com' with mean price 1.9, 22 impressions of adomain 'woodmenlife.com' with mean price 0.7, 1 impressions of adomain 'worldvision.org' with mean price 0.1; 6 sessions in app 'com.fiogonia.gin', 99 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 11.1; 108 sessions in app 'com.nomonkeys.ballblast', 2498 ad_requests with mean bid_floor 1.3, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 10 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 44 impressions of adomain 'amazon.com' with mean price 0.6, 7 impressions of adomain 'anthropologie.com' with mean price 0.1, 2 impressions of adomain 'apple.com' with mean price 5.7, 6 impressions of adomain 'appquantum.com' with mean price 0.0, 1 impressions of adomain 'beamsuntory.com' with mean price 0.0, 2 impressions of adomain 'bestbuy.com' with mean price 0.6, 2 impressions of adomain 'betus.com' with mean price 1.2, 2 impressions of adomain 'bidease.com' with mean price 0.0, 3 impressions of adomain 'chumbacasino.com' with mean price 0.3, 1 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'dave.com' with mean price 0.0, 2 impressions of adomain 'depend.com' with mean price 0.5, 2 impressions of adomain 'directauto.com' with mean price 0.5, 4 impressions of adomain 'discover.com' with mean price 1.0, 4 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'espnbet.com' with mean price 3.4, 6 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'extclaims.com' with mean price 1.9, 1 impressions of adomain 'facebook.com' with mean price 0.6, 2 impressions of adomain 'fbhealthplans.com' with mean price 0.0, 4 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'fulfilnutrition.com' with mean price 0.0, 1 impressions of adomain 'gnc.com' with mean price 1.1, 4 impressions of adomain 'goodnes.com' with mean price 1.0, 2 impressions of adomain 'governorofpoker.com' with mean price 0.0, 1 impressions of adomain 'gracechatt.org' with mean price 0.4, 5 impressions of adomain 'grainger.com' with mean price 0.9, 1 impressions of adomain 'guns.com' with mean price 0.8, 2 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'help.supercellsupport.com' with mean price 0.0, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 2 impressions of adomain 'holidayseniorliving.com' with mean price 0.1, 1 impressions of adomain 'hrblock.com' with mean price 1.1, 5 impressions of adomain 'huggies.com' with mean price 0.4, 1 impressions of adomain 'iastate.edu' with mean price 0.2, 9 impressions of adomain 'ibotta.com' with mean price 0.0, 1 impressions of adomain 'illinoislottery.com' with mean price 0.0, 1 impressions of adomain 'instagram.com' with mean price 0.6, 1 impressions of adomain 'justplayapps.com' with mean price 0.0, 1 impressions of adomain 'kashkick.com' with mean price 0.0, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 1 impressions of adomain 'knownow.co.in' with mean price 3.9, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'luckios.com' with mean price 0.0, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'lyft.com' with mean price 4.5, 1 clicks of adomain 'lyft.com', 2 impressions of adomain 'mattel163.com' with mean price 0.0, 2 impressions of adomain 'mccormick.com' with mean price 0.3, 2 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 3 impressions of adomain 'mobilityware.com' with mean price 0.0, 12 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'mycomputercareer.edu' with mean price 1.0, 1 impressions of adomain 'navy.com' with mean price 0.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 8.0, 2 impressions of adomain 'nianticlabs.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.4, 3 impressions of adomain 'ocrevus.com' with mean price 0.5, 3 impressions of adomain 'olay.com' with mean price 0.6, 1 impressions of adomain 'one1brands.com' with mean price 0.1, 5 impressions of adomain 'paxlovid.com' with mean price 0.7, 3 impressions of adomain 'paypal.com' with mean price 0.6, 2 impressions of adomain 'peacocktv.com' with mean price 0.4, 4 impressions of adomain 'pearlevision.com' with mean price 0.0, 5 impressions of adomain 'pediasure.com' with mean price 0.5, 3 impressions of adomain 'pentlyconger.com' with mean price 0.0, 3 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'playtowingames.net' with mean price 0.0, 2 impressions of adomain 'pluto.tv' with mean price 0.0, 1 clicks of adomain 'post.edu', 1 impressions of adomain 'post.edu' with mean price 3.1, 5 impressions of adomain 'productmadness.com' with mean price 0.0, 10 impressions of adomain 'progressive.com' with mean price 0.5, 2 impressions of adomain 'redbull.com' with mean price 0.8, 1 impressions of adomain 'rivian.com' with mean price 4.4, 1 impressions of adomain 'rovio.com' with mean price 0.0, 2 impressions of adomain 'samsclub.com' with mean price 0.6, 10 impressions of adomain 'shoppersvoice.com' with mean price 0.6, 5 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 4 impressions of adomain 'siriusxm.com' with mean price 0.0, 1 impressions of adomain 'sleepnumber.com' with mean price 0.4, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'stonyfield.com' with mean price 0.3, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 5 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'tiktok.com' with mean price 0.0, 1 impressions of adomain 'torrid.com' with mean price 0.0, 1 impressions of adomain 'totalwine.com' with mean price 0.1, 2 impressions of adomain 'traveltexas.com' with mean price 0.4, 4 impressions of adomain 'ulta.com' with mean price 0.3, 2 impressions of adomain 'underdogfantasy.com' with mean price 4.1, 2 clicks of adomain 'underdogfantasy.com', 1 impressions of adomain 'vidangel.com' with mean price 0.3, 4 impressions of adomain 'voqueznapro.com' with mean price 1.2, 8 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'woodmenlife.com' with mean price 0.7, 1 impressions of adomain 'wsj.com' with mean price 0.0, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0; 89 sessions in app 'com.online.huntingsniper', 1247 ad_requests with mean bid_floor 34.5; 2 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 6.2; 31 sessions in app 'com.pin.screw.color.nuts.bolts.spin.free.game', 947 ad_requests with mean bid_floor 1.1, 97 impressions of adomain 'adidas.com' with mean price 0.0, 5 impressions of adomain 'amazon.com' with mean price 0.2, 8 impressions of adomain 'consumable.com' with mean price 0.0, 1 impressions of adomain 'directauto.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'enerjoy.life' with mean price 0.0, 3 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 8 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'temu.com' with mean price 0.1, 2 impressions of adomain 'textnow.com' with mean price 0.0; 7 sessions in app 'com.studio501.cuphero', 381 ad_requests with mean bid_floor 1.8, 1 clicks of adomain 'lyft.com', 2 impressions of adomain 'lyft.com' with mean price 3.3; 3 sessions in app 'com.tangle.nuts.bolts', 130 ad_requests with mean bid_floor 11.1, 6 impressions of adomain 'amazon.com' with mean price 0.1, 3 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'enerjoy.life' with mean price 0.0, 1 impressions of adomain 'espnbet.com' with mean price 0.0, 2 impressions of adomain 'fertilityoutloud.com' with mean price 0.2, 1 impressions of adomain 'mobilityware.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 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 15.3; 7 sessions in app 'com.tripledot.woodoku', 14 ad_requests with mean bid_floor 5.0; 56 sessions in app 'com.vincentb.MobControl', 1953 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'adobe.com' with mean price 0.1, 1 impressions of adomain 'alanross.biz' with mean price 0.1, 1 impressions of adomain 'alfa-gate.com' with mean price 3.6, 1 impressions of adomain 'aliconferences.com' with mean price 3.0, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'anchor.fm' with mean price 3.6, 1 impressions of adomain 'atscva.com' with mean price 0.5, 1 impressions of adomain 'autoaccident.tv' with mean price 1.1, 1 impressions of adomain 'autonation.com' with mean price 0.1, 1 impressions of adomain 'bayasystems.com' with mean price 3.8, 1 impressions of adomain 'bidease.com_101931' with mean price 0.1, 2 impressions of adomain 'bidease.com_102661' with mean price 0.2, 1 impressions of adomain 'brand-acumen-studios.com' with mean price 0.4, 1 impressions of adomain 'callforentry.org' with mean price 3.6, 1 impressions of adomain 'carando.com' with mean price 0.3, 1 impressions of adomain 'carbonefinefood.com' with mean price 0.7, 2 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 1 impressions of adomain 'computershare.com' with mean price 0.5, 1 impressions of adomain 'crumblcookies.com' with mean price 0.5, 1 impressions of adomain 'cunillamerica.com' with mean price 3.6, 1 clicks of adomain 'cunillamerica.com', 3 impressions of adomain 'daemen.edu' with mean price 4.4, 4 impressions of adomain 'doanestuart.org' with mean price 2.3, 2 impressions of adomain 'egia.org' with mean price 21.0, 1 impressions of adomain 'energyright.com' with mean price 0.4, 1 impressions of adomain 'enjoycapitalgroup.com' with mean price 0.5, 1 impressions of adomain 'floridastrawberry.org' with mean price 0.5, 1 impressions of adomain 'fptsoftware.com' with mean price 4.2, 1 impressions of adomain 'fulcrumfitness.com' with mean price 3.5, 1 impressions of adomain 'gelighting.com' with mean price 0.5, 1 impressions of adomain 'goodnites.com' with mean price 1.3, 1 impressions of adomain 'hadenclaims.com' with mean price 0.2, 1 impressions of adomain 'housecanary.com' with mean price 0.4, 1 impressions of adomain 'hudsonvalleyprofessionaldevelopment.com' with mean price 3.2, 4 impressions of adomain 'huggies.com' with mean price 0.4, 2 impressions of adomain 'humantold.com' with mean price 10.1, 1 impressions of adomain 'iastate.edu' with mean price 0.1, 1 impressions of adomain 'justplayapps.com' with mean price 0.0, 1 impressions of adomain 'linktr.ee' with mean price 0.5, 1 impressions of adomain 'mentorsouthbay.com' with mean price 3.6, 2 impressions of adomain 'metroboilertube.com' with mean price 1.3, 1 impressions of adomain 'millennialpools.com' with mean price 2.9, 1 impressions of adomain 'musickauction.com' with mean price 0.5, 2 impressions of adomain 'mysjs.com' with mean price 0.4, 1 impressions of adomain 'nathansfamous.com' with mean price 0.5, 1 impressions of adomain 'nma.org' with mean price 0.3, 1 impressions of adomain 'nordictrack.com' with mean price 0.3, 1 impressions of adomain 'numerator.com' with mean price 0.0, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'page241.com' with mean price 0.0, 4 impressions of adomain 'pearlevision.com' with mean price 0.0, 1 impressions of adomain 'playtika.com' with mean price 0.0, 2 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'pull-ups.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'sansum.org' with mean price 0.5, 1 impressions of adomain 'sling.com' with mean price 0.3, 1 impressions of adomain 'starz.com' with mean price 0.7, 1 clicks of adomain 'summercampschattanooga.com', 32 impressions of adomain 'summercampschattanooga.com' with mean price 0.7, 1 impressions of adomain 'suretest.health' with mean price 0.1, 1 impressions of adomain 'surveymonkey.com' with mean price 0.4, 3 impressions of adomain 'taxact.com' with mean price 0.4, 2 impressions of adomain 'terrificlive.com' with mean price 4.9, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.8, 1 impressions of adomain 'thinknectar.com' with mean price 5.2, 1 impressions of adomain 'timesunion.com' with mean price 0.1, 1 impressions of adomain 'tncleanfuels.org' with mean price 0.1, 2 impressions of adomain 'toastmasters.org' with mean price 0.6, 2 impressions of adomain 'traveltexas.com' with mean price 0.0, 1 impressions of adomain 'up4.live' with mean price 0.2, 1 impressions of adomain 'uri.edu' with mean price 0.1, 1 impressions of adomain 'vatainc.com' with mean price 0.1, 1 impressions of adomain 'visitsevierville.com' with mean price 0.2, 2 impressions of adomain 'walgreens.com' with mean price 0.9, 9 impressions of adomain 'walmart.com' with mean price 1.0, 1 impressions of adomain 'wearemoore.com' with mean price 0.3, 1 impressions of adomain 'wolterskluwer.com' with mean price 0.0, 1 impressions of adomain 'ymcachattanooga.org' with mean price 0.9, 1 impressions of adomain 'zimmermanindustries.com' with mean price 3.8; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 15.8; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 5.7; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 3.8; 13 sessions in app 'in.playsimple.wordtrip', 44 ad_requests with mean bid_floor 14.9; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.8; 5 sessions in app 'loppipoppi.numbermatch', 65 ad_requests with mean bid_floor 10.1, 1 impressions of adomain 'homes.com' with mean price 0.0, 1 impressions of adomain 'icyhot.com' with mean price 0.2, 1 impressions of adomain 'jcpenny.com' with mean price 0.0; 1 sessions in app 'math.puzzle.games.crossmath.number.puzzles.free', 4 ad_requests with mean bid_floor 31.8; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 2 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 1;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.110814516704941;partition is 269
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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 'dc75022d-db65-4965-a278-cd59da8b2a1c';uuid is '79dd8508-4ef7-4ff3-89e6-1fb1e793b3cb';bid_timestamp is '2025-02-10 23:58:59';device_id is 'dc75022d-db65-4965-a278-cd59da8b2a1c';biddate is '2025-02-10';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 113.451826134844;target_cpi is 1.8;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 've';bid_floor is 4.82 ;min_floor is 4.82 ;bidmachine_placement_value is 6.153846;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 8602502 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 7.39;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 8602498;hour is '2025-02-10 23:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app '90c11a04d25da9a409916e4575ae180e', 0 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.blackout.gin', 68 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'mattel163.com' with mean price 0.5, 1 impressions of adomain 'textnow.com' with mean price 0.3; 377 sessions in app 'com.metropcs.metrozone', 1857 ad_requests with mean bid_floor 112.9; 91 sessions in app 'com.myyearbook.m', 11 ad_requests with mean bid_floor 20.1; 66 sessions in app 'com.playvalve.spades', 3730 ad_requests with mean bid_floor 86.5, 19 impressions of adomain 'amazon.com' with mean price 0.7, 2 impressions of adomain 'clorox.com' with mean price 0.7; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 7.3; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 17.2; 7 sessions in app 'kjv.bible.kingjamesbible', 174 ad_requests with mean bid_floor 37.7; 3 sessions in app 'net.zedge.android', 11 ad_requests with mean bid_floor 18.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2389;channel is 'USA/I/bidmachine/com.playvalve.spades/True/273';time_since_click_in_hours is 2390;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.43424302860996;partition is 2532
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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 '8d813557-2bb8-424e-bd09-d928afe92a5a';bid_timestamp is '2025-01-29 18:45:51';device_id is '97de5a9d-2ca6-4288-9875-d6ef1b5d4b28';biddate is '2025-01-29';country is 'USA';app is 'com.skillapps.kidneystone.treatment.homeremedytips.totkayinurdu';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'chartboost-android-sdk';raw_price is 0.304660670581218;target_cpi is 0.3;campaign is 58188;creative_id is 229453;session_duration is 354 ;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 18:00:00+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/chartboost-android-sdk/com.skillapps.kidneystone.treatment.homeremedytips.totkayinurdu/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.442310940107747;partition is 2796
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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 '8594e587-640b-4b05-82c8-d1e3dfcfeff9';uuid is 'e599e823-6f4e-4137-8778-e101dba2cc7f';bid_timestamp is '2025-02-07 18:00:03';device_id is '8594e587-640b-4b05-82c8-d1e3dfcfeff9';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 226 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vie';bid_floor is 31.8106 ;min_floor is 31.8106 ;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 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'com.cjjklsaa.zombie', 4 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.handmark.expressweather', 22 ad_requests with mean bid_floor 53.1; 5 sessions in app 'com.masraz.hidden.potion.pots', 549 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 4.8; 57 sessions in app 'com.vitastudio.mahjong', 2244 ad_requests with mean bid_floor 11.5, 1 impressions of adomain 'abbusiness.com' with mean price 0.3, 3 impressions of adomain 'adidas.com' with mean price 0.1, 5 impressions of adomain 'allergan.com' with mean price 0.2, 25 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 10 impressions of adomain 'basf.com' with mean price 0.5, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'benadryl.com' with mean price 0.2, 2 impressions of adomain 'brukinsa.com' with mean price 0.2, 3 impressions of adomain 'bushbeans.com' with mean price 0.2, 7 impressions of adomain 'campingworld.com' with mean price 0.1, 1 impressions of adomain 'chevrolet.com' with mean price 0.3, 8 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'coach.com' with mean price 0.1, 2 impressions of adomain 'deepindiankitchen.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.1, 8 impressions of adomain 'dnb.com' with mean price 0.1, 13 impressions of adomain 'dramamine.com' with mean price 0.2, 1 impressions of adomain 'ducati.com' with mean price 0.3, 1 impressions of adomain 'enhertu.com' with mean price 0.2, 12 impressions of adomain 'fareway.com' with mean price 0.9, 1 impressions of adomain 'financialworldnomics.com' with mean price 6.0, 7 impressions of adomain 'firstpremier.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'getquip.com' with mean price 0.2, 2 impressions of adomain 'goldbond.com' with mean price 0.2, 2 impressions of adomain 'helenoftroy.com' with mean price 0.1, 2 impressions of adomain 'instacart.com' with mean price 0.2, 10 impressions of adomain 'interimhealthcare.com' with mean price 0.2, 1 impressions of adomain 'investor.vanguard.com' with mean price 1.0, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 2 impressions of adomain 'jewelersmutual.com' with mean price 0.2, 2 impressions of adomain 'kelloggs.com' with mean price 0.6, 3 impressions of adomain 'kibbleeq.com' with mean price 0.1, 1 impressions of adomain 'kraftheinz.com' with mean price 0.5, 1 impressions of adomain 'lenox.com' with mean price 0.1, 1 impressions of adomain 'lumryz.com' with mean price 0.1, 1 impressions of adomain 'mccormick.com' with mean price 0.2, 1 impressions of adomain 'myupspring.com' with mean price 0.9, 8 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 2 impressions of adomain 'newpub.co/spades' with mean price 50.0, 2 clicks of adomain 'newpub.co/spades', 8 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'operationsmile.org' with mean price 0.1, 13 impressions of adomain 'paxlovid.com' with mean price 0.6, 9 impressions of adomain 'paycom.com' with mean price 0.2, 2 impressions of adomain 'pepsi.com' with mean price 0.2, 1 impressions of adomain 'pinterest.com' with mean price 11.4, 2 impressions of adomain 'polivy.com' with mean price 0.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.1, 2 impressions of adomain 'progressivecommercial.com' with mean price 0.2, 2 impressions of adomain 'proof-advertising.com' with mean price 0.1, 1 impressions of adomain 'royalrivercasino.com' with mean price 0.1, 4 impressions of adomain 'runnings.com' with mean price 0.2, 10 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sdpbfriends.org' with mean price 1.4, 18 impressions of adomain 'sfdbrands.com' with mean price 0.5, 1 impressions of adomain 'sheppardpratt.org' with mean price 0.2, 2 impressions of adomain 'sherwin-williams.com' with mean price 0.1, 1 impressions of adomain 'spectrum.com' with mean price 0.4, 9 impressions of adomain 'taxact.com' with mean price 0.2, 2 impressions of adomain 'thetradedesk.com' with mean price 0.2, 2 impressions of adomain 'unitedcenter.com' with mean price 0.5, 6 impressions of adomain 'usiouxfalls.edu' with mean price 0.2, 5 impressions of adomain 'velphoro.us' with mean price 0.2, 8 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'walmart.com' with mean price 0.7, 4 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'zavzpret.com' with mean price 0.4; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 8 ad_requests with mean bid_floor 5.7; 2 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 14.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;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 0.345138484454349;partition is 3429
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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 '21a6942c-2148-4817-b355-b0bcab0d8a68';uuid is '4ec38352-b4f1-4d98-99c4-5da8e154d93f';bid_timestamp is '2025-01-07 20:46:11';device_id is '21a6942c-2148-4817-b355-b0bcab0d8a68';biddate is '2025-01-07';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 36.0385518801495;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 20.316667;placement_historical_value is 32.174119;third_party_bid_price is ;prior_tag_impressions_count is 67 ;time_since_impression is 209884 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 5.66;prior_theme_impressions_count is 67;prior_tag_clicks_count is 29 ;time_since_click is 209866;hour is '2025-01-07 20:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior is :[1 sessions in app 'and.lihuhu.mahjongtriple3d', 5 ad_requests with mean bid_floor 6.7; 1 sessions in app 'ball.sort.color.puz.game.puzzle', 9 ad_requests with mean bid_floor 27.9; 1 sessions in app 'ball.sort.color.water.puzzle.games', 2 ad_requests with mean bid_floor 2.6; 3 sessions in app 'classic.klondike.solitaire.cardgame.patience.lite', 36 ad_requests with mean bid_floor 34.6; 1 sessions in app 'com.agedstudio.card.solitaire.klondike', 2 ad_requests with mean bid_floor 0.1; 2 sessions in app 'com.bible.happy.art.jigsaw.puzzle.free.game', 18 ad_requests with mean bid_floor 0.1, 44 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'bidease.com' with mean price 0.2, 1 impressions of adomain 'braneaudio.com' with mean price 0.3, 9 impressions of adomain 'cdw.com' with mean price 0.6, 1 impressions of adomain 'iheart.com' with mean price 0.4, 1 impressions of adomain 'monhealth.com' with mean price 0.6; 1 sessions in app 'com.bible.trivia.wordgame.biblequiz', 3 ad_requests with mean bid_floor 0.0; 10 sessions in app 'com.bigc.daily.jigsaw.puzzles', 63 ad_requests with mean bid_floor 18.6, 16 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'beasleysatellite.net' with mean price 0.9, 1 impressions of adomain 'beckshybrids.com' with mean price 0.7, 1 impressions of adomain 'chousmanlaw.com' with mean price 0.7, 11 impressions of adomain 'coca-cola.com' with mean price 0.3, 3 impressions of adomain 'covergirl.com' with mean price 0.4, 2 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'dyson.com' with mean price 0.3, 2 impressions of adomain 'garnierusa.com' with mean price 0.4, 1 impressions of adomain 'generatorrentalnortheast.com' with mean price 0.7, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.3, 5 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.3, 3 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'ugg.com' with mean price 0.3; 4 sessions in app 'com.bigcake.android.spidersolitaire', 29 ad_requests with mean bid_floor 14.2, 1 impressions of adomain 'beckshybrids.com' with mean price 0.6, 1 impressions of adomain 'chousmanlaw.com' with mean price 0.8, 1 impressions of adomain 'clairol.com' with mean price 0.5, 1 impressions of adomain 'elkoarcheryclub.org' with mean price 0.4, 2 impressions of adomain 'givinghomehealthcare.com' with mean price 1.4, 1 impressions of adomain 'pepsico.com' with mean price 1.9, 1 impressions of adomain 'sallyhansen.com' with mean price 0.6; 2 sessions in app 'com.bigcake.jigsaw.puzzles', 3 ad_requests with mean bid_floor 12.7; 1 sessions in app 'com.codewaygames.wordgame', 2 ad_requests with mean bid_floor 0.0; 15 sessions in app 'com.draw.one.line', 355 ad_requests with mean bid_floor 17.0, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'clairol.com' with mean price 0.2, 1 impressions of adomain 'neutrogena.com' with mean price 0.4, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 2 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'pulsz.com' with mean price 0.2; 54 sessions in app 'com.epicwalls.wallpaper.app', 6908 ad_requests with mean bid_floor 30.7; 7 sessions in app 'com.fiogonia.canasta', 212 ad_requests with mean bid_floor 30.0; 16 sessions in app 'com.fiogonia.dominoes', 7034 ad_requests with mean bid_floor 38.9; 13 sessions in app 'com.fiogonia.hearts', 872 ad_requests with mean bid_floor 26.4; 7 sessions in app 'com.fiogonia.spades', 1824 ad_requests with mean bid_floor 43.2; 26 sessions in app 'com.flyingcat.jigsaw', 93 ad_requests with mean bid_floor 76.2; 6 sessions in app 'com.free.spider.solitaire.card.game', 35 ad_requests with mean bid_floor 6.2; 2 sessions in app 'com.fugo.wow', 24 ad_requests with mean bid_floor 15.4, 5 impressions of adomain 'popeyes.com' with mean price 1.1, 1 clicks of adomain 'uky.edu', 1 impressions of adomain 'uky.edu' with mean price 0.5; 1 sessions in app 'com.gosub60.sol5', 13 ad_requests with mean bid_floor 0.4, 2 impressions of adomain 'homedepot.com' with mean price 0.7; 1 sessions in app 'com.greyfun.card.solitaire.classic', 5 ad_requests with mean bid_floor 58.1; 1 sessions in app 'com.intensedev.biblesolitaire.gp', 51 ad_requests with mean bid_floor 0.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 21.9; 6 sessions in app 'com.intensedev.classicsolitaire.gp', 176 ad_requests with mean bid_floor 21.5; 2 sessions in app 'com.iscoolentertainment.gin.rummy', 23 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.mintgames.jigsawmaster', 6 ad_requests with mean bid_floor 0.4; 3 sessions in app 'com.mobilityware.GinRummySolitaire', 219 ad_requests with mean bid_floor 25.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 29.1; 4 sessions in app 'com.newleaf.app.android.victor', 23 ad_requests with mean bid_floor 102.1; 1 sessions in app 'com.newpubco.spades', 23 ad_requests with mean bid_floor 15.4; 1 sessions in app 'com.ntgame.app.jigsawpuzzle', 19 ad_requests with mean bid_floor 48.3; 1 sessions in app 'com.openmygame.android.sky.words', 6 ad_requests with mean bid_floor 0.0, 1 clicks of adomain 'baptisthealth.com', 1 impressions of adomain 'baptisthealth.com' with mean price 0.3; 13 sessions in app 'com.pop.happy.art.jigsaw.puzzle.free.game', 77 ad_requests with mean bid_floor 0.1, 1 impressions of adomain 'akkerman.com' with mean price 1.1, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'beasleysatellite.net' with mean price 0.6, 1 impressions of adomain 'beckshybrids.com' with mean price 0.4, 3 impressions of adomain 'chousmanlaw.com' with mean price 0.6, 1 impressions of adomain 'huggies.com' with mean price 0.1, 2 impressions of adomain 'newspapers.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 3 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 clicks of adomain 'oakevergames.com', 1 impressions of adomain 'oakevergames.com' with mean price 30.8, 1 impressions of adomain 'vyvgart.com' with mean price 0.1, 1 impressions of adomain 'webmd.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'www.admile.com' with mean price 0.5; 3 sessions in app 'com.puzzle.relax.fun.color', 4 ad_requests with mean bid_floor 64.6; 2 sessions in app 'com.solitaire.cards.deluxe', 18 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.solitarie.card.regal.game', 53 ad_requests with mean bid_floor 57.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 35.3; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 104 ad_requests with mean bid_floor 11.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 13.1, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 27.7; 1 sessions in app 'com.standard.puzzle.collection.solitaire', 3 ad_requests with mean bid_floor 39.2; 5 sessions in app 'com.tripledot.spades', 60 ad_requests with mean bid_floor 22.0, 1 impressions of adomain 'baptisthealth.com' with mean price 0.8, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'essencemediacom.com' with mean price 0.4, 1 impressions of adomain 'goldbond.com' with mean price 0.3, 2 impressions of adomain 'pg.com' with mean price 0.7, 1 impressions of adomain 'prilosecotc.com' with mean price 0.4, 1 impressions of adomain 'purchaseappliance.com' with mean price 0.2, 1 impressions of adomain 'xtandi.com' with mean price 0.2; 2 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 6.9; 18 sessions in app 'com.trivialtechnology.Rummy500D', 163 ad_requests with mean bid_floor 4.3; 5 sessions in app 'com.vitastudio.senior.jigsaw', 80 ad_requests with mean bid_floor 24.0, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bacarts.com' with mean price 0.1, 2 impressions of adomain 'chousmanlaw.com' with mean price 0.7, 1 impressions of adomain 'clorox.com' with mean price 0.1, 2 impressions of adomain 'elkoarcheryclub.org' with mean price 0.4, 1 impressions of adomain 'hf.org' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 clicks of adomain 'paxlovid.com', 9 impressions of adomain 'paxlovid.com' with mean price 0.6, 3 impressions of adomain 'purchaseappliance.com' with mean price 0.2, 1 impressions of adomain 'samsclub.com' with mean price 1.8, 19 impressions of adomain 'starbucks.com' with mean price 1.1, 11 impressions of adomain 'walmart.com' with mean price 0.7; 4 sessions in app 'com.vitastudio.spider', 100 ad_requests with mean bid_floor 83.5, 1 impressions of adomain 'airproducts.com' with mean price 0.5, 3 impressions of adomain 'allergan.com' with mean price 0.2, 1 impressions of adomain 'amazon.com' with mean price 0.2, 5 impressions of adomain 'cinfin.com' with mean price 0.3, 1 impressions of adomain 'clairol.com' with mean price 0.1, 3 impressions of adomain 'dramamine.com' with mean price 0.2, 1 impressions of adomain 'evkeeza.com' with mean price 0.2, 1 impressions of adomain 'grammarly.com' with mean price 0.1, 3 impressions of adomain 'huggies.com' with mean price 0.2, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 17.8, 1 impressions of adomain 'nuedextahcp.com' with mean price 0.2, 2 impressions of adomain 'purchaseappliance.com' with mean price 0.2, 1 impressions of adomain 'xtandi.com' with mean price 0.1; 1 sessions in app 'com.word.block.puzzle.free.relax', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'game.card.solitaire.klondike.classic', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'games.conifer.card.spider.solitaire.free', 11 ad_requests with mean bid_floor 10.7; 3 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 66 ad_requests with mean bid_floor 2.0; 2 sessions in app 'in.playsimple.wordtour', 58 ad_requests with mean bid_floor 2.9, 8 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'clairol.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 9.5; 3 sessions in app 'jigsaw.puzzle.game.banana', 30 ad_requests with mean bid_floor 7.1, 1 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'allergan.com' with mean price 0.2, 3 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'astrazeneca.com' with mean price 0.1, 2 impressions of adomain 'dairyqueen.com' with mean price 0.4, 1 clicks of adomain 'dramamine.com', 6 impressions of adomain 'dramamine.com' with mean price 0.2, 8 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 4 impressions of adomain 'getquip.com' with mean price 0.1, 26 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'ivory.com' with mean price 0.4, 9 impressions of adomain 'jetblue.com' with mean price 0.3, 1 impressions of adomain 'kraftheinz.com' with mean price 0.2, 51 impressions of adomain 'ky.gov' with mean price 0.3, 1 impressions of adomain 'logansroadhouse.com' with mean price 1.1, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 8 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 1 impressions of adomain 'nuedextahcp.com' with mean price 0.5, 10 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 4 impressions of adomain 'nybakery.com' with mean price 0.2, 1 impressions of adomain 'pandora.com' with mean price 0.0, 19 impressions of adomain 'paxlovid.com' with mean price 0.8, 3 impressions of adomain 'purestorage.com' with mean price 0.2, 11 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.1, 1 impressions of adomain 'sling.com' with mean price 0.2, 10 impressions of adomain 'subaru.com' with mean price 0.2, 3 impressions of adomain 'sullivan.edu' with mean price 0.1, 1 impressions of adomain 'uky.edu' with mean price 0.2, 1 impressions of adomain 'vicks.com' with mean price 0.2, 100 impressions of adomain 'walmart.com' with mean price 1.7; 3 sessions in app 'jigsaw.puzzle.game.free.classical.hd.funny', 22 ad_requests with mean bid_floor 16.2; 2 sessions in app 'plantcare.plantidentifier.plantid.plantdiseaseidentifier', 3 ad_requests with mean bid_floor 99.2; 6 sessions in app 'puzzle.blockpuzzle.cube.relax', 358 ad_requests with mean bid_floor 11.0, 6 impressions of adomain 'geico.com' with mean price 2.5, 17 impressions of adomain 'walmart.com' with mean price 2.0; 1 sessions in app 'solitaire.nostal.cardgame.puzzle', 34 ad_requests with mean bid_floor 23.1; 2 sessions in app 'solitaire.solitairemaker.solitaire.klondike.card', 15 ad_requests with mean bid_floor 39.3; 1 sessions in app 'sorting.color.stuck.balls.block.tube.games', 9 ad_requests with mean bid_floor 1.3; 12 sessions in app 'spider.classic.solitaire.card.pgmaker', 91 ad_requests with mean bid_floor 22.1, 14 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.5; 5 sessions in app 'spider.solitaire.card.bgames', 22 ad_requests with mean bid_floor 10.4, 1 clicks of adomain 'mobilityware.com/spider', 1 impressions of adomain 'mobilityware.com/spider' with mean price 36.2; 3 sessions in app 'spider.solitaire.card.games.free.no.ads.klondike.solitare.patience.king', 33 ad_requests with mean bid_floor 0.4; 2 sessions in app 'word.connect.puzzle.games', 64 ad_requests with mean bid_floor 40.6];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 58;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 58;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.0701051081902018;partition is 2749
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '1b01da5b-d1e0-4203-b432-70da4c9b23bd';uuid is '4ef192e0-b777-469e-b19f-5e34e48feb13';bid_timestamp is '2025-02-07 18:00:04';device_id is '1b01da5b-d1e0-4203-b432-70da4c9b23bd';biddate is '2025-02-07';country is 'USA';app is 'com.vitastudio.mahjong';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 329 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vp';bid_floor is 37.1106 ;min_floor is 37.1106 ;bidmachine_placement_value is 251.184835;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 :[42 sessions in app 'com.block.juggle', 1561 ad_requests with mean bid_floor 21.9; 1 sessions in app 'com.mintgames.jigsawmaster', 3 ad_requests with mean bid_floor 34.6; 1 sessions in app 'com.peoplefun.wordcross', 6 ad_requests with mean bid_floor 6.5; 2 sessions in app 'com.storymatrix.drama', 25 ad_requests with mean bid_floor 14.8; 3 sessions in app 'com.tripledot.solitaire', 150 ad_requests with mean bid_floor 12.4, 2 impressions of adomain 'coca-cola.com' with mean price 1.2; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 5.2; 74 sessions in app 'com.vitastudio.mahjong', 4395 ad_requests with mean bid_floor 30.6, 1 impressions of adomain '3m.com' with mean price 0.3, 1 impressions of adomain 'adelphi.edu' with mean price 0.1, 6 impressions of adomain 'adidas.com' with mean price 0.2, 35 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'arlo.com' with mean price 0.2, 2 impressions of adomain 'bestnutrainc.com' with mean price 7.0, 2 impressions of adomain 'brkthru.com' with mean price 0.1, 4 impressions of adomain 'campingworld.com' with mean price 0.2, 1 impressions of adomain 'christushealth.org' with mean price 0.5, 3 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'cleanenergyfuels.com' with mean price 0.1, 3 impressions of adomain 'colgate.com' with mean price 0.1, 18 impressions of adomain 'communityamerica.com' with mean price 0.3, 17 impressions of adomain 'coronausa.com' with mean price 0.2, 1 impressions of adomain 'cpsenergy.com' with mean price 0.1, 1 impressions of adomain 'deepindiankitchen.com' with mean price 0.2, 2 impressions of adomain 'distrokid.com' with mean price 0.2, 1 impressions of adomain 'dramamine.com' with mean price 0.2, 8 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'globalpoker.com' with mean price 0.2, 3 impressions of adomain 'goodrx.com' with mean price 0.1, 5 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hfexteriors.com' with mean price 0.2, 5 impressions of adomain 'hhs.gov' with mean price 0.1, 4 impressions of adomain 'howlifeunfolds.com' with mean price 0.1, 5 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 2 impressions of adomain 'kikkomanusa.com' with mean price 0.2, 2 impressions of adomain 'lifetime.life' with mean price 0.2, 1 impressions of adomain 'listerine.com' with mean price 0.2, 12 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 1 impressions of adomain 'nestleusa.com' with mean price 0.1, 1 impressions of adomain 'neutrogena.com' with mean price 0.4, 1 impressions of adomain 'newpub.co/spades' with mean price 50.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'nhl.com' with mean price 0.4, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 6 impressions of adomain 'paycom.com' with mean price 0.1, 3 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'rustconsulting.com' with mean price 0.3, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.1, 1 impressions of adomain 'sennheiser.com' with mean price 0.1, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.2, 1 impressions of adomain 'starz.com' with mean price 0.3, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 20 impressions of adomain 'textnow.com' with mean price 0.3, 1 impressions of adomain 'welloflife.com' with mean price 14.6, 1 impressions of adomain 'yourradioplace.com' with mean price 0.2; 1 sessions in app 'com.vitastudio.solitaire', 9 ad_requests with mean bid_floor 4.7, 1 impressions of adomain 'walmart.com' with mean price 2.7; 5 sessions in app 'in.playsimple.wordtrip', 12 ad_requests with mean bid_floor 5.7; 4 sessions in app 'jigsaw.puzzle.game.banana', 36 ad_requests with mean bid_floor 7.6; 1 sessions in app 'live.shorttv.apps', 30 ad_requests with mean bid_floor 95.7];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/V/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 0.650950009479646;partition is 170
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '80f5af53-14c4-4c62-bdf8-dd62bbed56e8';uuid is '655ae5bf-acf2-443a-9ab1-78f4014d4b25';bid_timestamp is '2025-01-01 3:19:07';device_id is '80f5af53-14c4-4c62-bdf8-dd62bbed56e8';biddate is '2025-01-01';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 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5.74706777358143;target_cpi is 3.41450536756613;campaign is 57724;creative_id is 229286;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 7.338462;placement_historical_value is 5.50352;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 16534441 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.09;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is 16533970;hour is '2025-01-01 03:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[2 sessions in app 'com.ahmedev.collect.healthy.food', 128 ad_requests with mean bid_floor 6.0; 27 sessions in app 'com.fiogonia.spades', 837 ad_requests with mean bid_floor 40.0; 2 sessions in app 'com.lmc.ompany.poevfgn', 17 ad_requests with mean bid_floor 5.2; 84 sessions in app 'com.tripledot.solitaire', 10991 ad_requests with mean bid_floor 18.4, 6 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'best5autoinsurance.com' with mean price 8.8, 1 impressions of adomain 'chevrolet.com' with mean price 0.5, 2 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'discovery.com' with mean price 0.1, 3 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'dolesunshine.com' with mean price 0.1, 1 impressions of adomain 'environmentmasters.com' with mean price 0.1, 9 impressions of adomain 'geico.com' with mean price 1.1, 1 impressions of adomain 'getmaintainx.com' with mean price 0.1, 1 impressions of adomain 'goodnes.com' with mean price 1.2, 1 impressions of adomain 'icpg.co' with mean price 0.2, 1 impressions of adomain 'ineight.com' with mean price 0.3, 1 impressions of adomain 'mazdausa.com' with mean price 0.5, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'nationalcar.com' with mean price 0.6, 2 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'orgain.com' with mean price 0.6, 5 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'pgpro.com' with mean price 0.6, 6 impressions of adomain 'progressive.com' with mean price 0.6, 6 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'secret.com' with mean price 0.7, 2 impressions of adomain 'shoppersvoice.com' with mean price 0.3, 1 impressions of adomain 'shrinershospitalsforchildren.org' with mean price 0.5, 2 impressions of adomain 'singingriverhealthsystem.com' with mean price 0.5, 1 impressions of adomain 'sublocade.com' with mean price 0.4, 1 impressions of adomain 'thereedhouseatliveoaks.com' with mean price 0.3, 1 impressions of adomain 'tillmanfurniture.com' with mean price 0.3, 1 impressions of adomain 'wellcarenow.com' with mean price 0.4, 10 impressions of adomain 'www.vitastudio.ai' with mean price 0.2; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 4.2; 2 sessions in app 'id.indologam.collect.ball3d', 96 ad_requests with mean bid_floor 6.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 4592;channel is 'USA/I/bidmachine/com.tripledot.solitaire/False/197';time_since_click_in_hours is 4593;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0495982372578556;partition is 376
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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 '53c24990-ae28-46ab-8fc8-ab27bb4f7a7b';uuid is '54acfda2-2028-4e69-a223-66ac3b6a8f2c';bid_timestamp is '2025-01-27 20:28:20';device_id is '53c24990-ae28-46ab-8fc8-ab27bb4f7a7b';biddate is '2025-01-27';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.6112;placement_historical_value is 2.227956;third_party_bid_price is ;prior_tag_impressions_count is 30 ;time_since_impression is 106372 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 30;prior_tag_clicks_count is 9 ;time_since_click is 106468;hour is '2025-01-27 20:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[2 sessions in app 'GoogleSearch', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 2 ad_requests with mean bid_floor 3.0; 3 sessions in app 'bloodsugar.diabetes.pressuretraker', 3 ad_requests with mean bid_floor 87.6; 4 sessions in app 'com.SBP.StormBladePhantom', 279 ad_requests with mean bid_floor 23.6; 1 sessions in app 'com.arclightCity.dexappstudio', 1 ad_requests with mean bid_floor 5.2; 107 sessions in app 'com.blackout.spades', 36052 ad_requests with mean bid_floor 25.1, 16 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'bethany.org' with mean price 0.7, 1 impressions of adomain 'boogiewipes.com' with mean price 0.6, 2 impressions of adomain 'checkout51.com' with mean price 0.2, 1 clicks of adomain 'clevelandclinic.org', 5 impressions of adomain 'clevelandclinic.org' with mean price 6.9, 1 impressions of adomain 'dymatize.com' with mean price 0.3, 2 impressions of adomain 'ferrero.com' with mean price 2.0, 1 impressions of adomain 'kelloggs.com' with mean price 1.4, 2 impressions of adomain 'meetboston.com' with mean price 1.1, 1 impressions of adomain 'mikmak.tv' with mean price 0.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 2.5, 8 impressions of adomain 'newpub.co/spades' with mean price 3.8, 4 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'oneaday.com' with mean price 0.4, 7 impressions of adomain 'optimumnutrition.com' with mean price 0.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 1.0, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3; 4 sessions in app 'com.cdg.tictactoe', 44 ad_requests with mean bid_floor 17.9; 6 sessions in app 'com.easygames.race', 86 ad_requests with mean bid_floor 4.3; 64 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 10237 ad_requests with mean bid_floor 14.8, 8 impressions of adomain 'amazon.com' with mean price 1.1, 2 impressions of adomain 'beltoneamerica.com' with mean price 1.6, 1 impressions of adomain 'commissaries.com' with mean price 1.5, 2 impressions of adomain 'dreamfindersactiveadult.com' with mean price 0.8, 1 impressions of adomain 'in.gov' with mean price 1.5, 2 impressions of adomain 'kingmanhc.com' with mean price 0.8, 1 impressions of adomain 'newpub.co' with mean price 10.0, 1 impressions of adomain 'rwestphal.net' with mean price 1.7, 2 impressions of adomain 'samsung.com' with mean price 1.0, 2 impressions of adomain 'smuckers.com' with mean price 1.2, 3 impressions of adomain 'txtav.com' with mean price 1.4; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.6; 3 sessions in app 'com.kwalee.drawit', 20 ad_requests with mean bid_floor 19.5; 2 sessions in app 'com.pangle.savebeer', 66 ad_requests with mean bid_floor 17.9; 4 sessions in app 'com.photoframe.editor.birthday.pro', 301 ad_requests with mean bid_floor 15.9; 2 sessions in app 'com.pixel.art.coloring.color.number', 155 ad_requests with mean bid_floor 26.5, 1 impressions of adomain 'enhertu.com' with mean price 0.8, 2 impressions of adomain 'shoppersvoice.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 1.0; 2 sessions in app 'com.tictactoe.xo.boardgame.puzzle', 10 ad_requests with mean bid_floor 3.0; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 3.9; 3 sessions in app 'com.tvata.whale.flight', 146 ad_requests with mean bid_floor 20.8; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.youmusic.magictiles', 17 ad_requests with mean bid_floor 28.4; 1 sessions in app 'in.playsimple.tripcross', 8 ad_requests with mean bid_floor 17.6; 3 sessions in app 'in.playsimple.wordtrip', 14 ad_requests with mean bid_floor 9.4; 1 sessions in app 'jp.nicolet.collection2', 11 ad_requests with mean bid_floor 31.1; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 7.6];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 29;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 30;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.4196976027937;partition is 344
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '1e70d4c5-2bca-4639-b2f6-04883ee3656c';uuid is 'b9000ea5-a455-48ec-905a-53bb3143121a';bid_timestamp is '2024-12-25 10:52:27';device_id is '1e70d4c5-2bca-4639-b2f6-04883ee3656c';biddate is '2024-12-25';country is 'USA';app is 'com.brainium.solitairefree';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 22.6250182349956;target_cpi is 7.38400480676443;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Brainium';seller_id is 166;content_type is 'ie';bid_floor is 0.5406 ;min_floor is 0.5406 ;bidmachine_placement_value is 26.5;placement_historical_value is 16.920575;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 102556 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.56999999999999;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is 2472948;hour is '2024-12-25 10:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[2 sessions in app 'ball.sort.puzzle.color.game.bubble.sorting.free', 53 ad_requests with mean bid_floor 11.6, 1 clicks of adomain 'almedia.co', 3 impressions of adomain 'almedia.co' with mean price 37.6, 1 clicks of adomain 'casino.fanduel.com', 1 impressions of adomain 'casino.fanduel.com' with mean price 23.4, 1 impressions of adomain 'olay.com' with mean price 0.4; 7 sessions in app 'bubbles.pop.power', 225 ad_requests with mean bid_floor 35.9; 1 sessions in app 'com.aladinfun.piggytravel.android', 9 ad_requests with mean bid_floor 27.0; 1 sessions in app 'com.bigcake.android.solitairefish', 49 ad_requests with mean bid_floor 16.1, 1 impressions of adomain 'amazon.com' with mean price 0.6; 1 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 7 ad_requests with mean bid_floor 3.2; 3 sessions in app 'com.bubble.shooter.family', 83 ad_requests with mean bid_floor 25.7, 1 clicks of adomain 'almedia.co', 1 impressions of adomain 'almedia.co' with mean price 21.9; 4 sessions in app 'com.bubbleshooter.bubblepopstar', 144 ad_requests with mean bid_floor 7.4, 1 clicks of adomain 'almedia.co', 1 impressions of adomain 'almedia.co' with mean price 17.0; 1 sessions in app 'com.cleverapps.fairy', 6 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.cleverapps.mergecraft', 7 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.cupcake.sea.block1010.puzzle', 21 ad_requests with mean bid_floor 10.2; 107 sessions in app 'com.eureka.android', 457 ad_requests with mean bid_floor 9.3; 2 sessions in app 'com.findmybluetooth.headset.headphones.devices', 7 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.gamevault.rewards', 13 ad_requests with mean bid_floor 10.8; 8 sessions in app 'com.gosub60.sol5', 109 ad_requests with mean bid_floor 10.1, 1 impressions of adomain 'bidease.com_101931' with mean price 0.4, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.7, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.7, 1 clicks of adomain 'draftkings.com', 3 impressions of adomain 'draftkings.com' with mean price 11.8, 1 impressions of adomain 'fluentco.com' with mean price 23.2, 1 impressions of adomain 'pandora.com' with mean price 0.3, 2 impressions of adomain 'self.inc' with mean price 0.4, 1 impressions of adomain 'speedcash.com' with mean price 0.8, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 4 sessions in app 'com.gosub60.sol5spdr2', 77 ad_requests with mean bid_floor 7.1, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 73 sessions in app 'com.habit.record.reward.tracker', 129 ad_requests with mean bid_floor 4.3; 4 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 195 ad_requests with mean bid_floor 13.3, 4 impressions of adomain 'marriott.com' with mean price 1.8, 1 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.idle.food.bar.tycoon', 7 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.innplaylabs.animalkingdomraid', 73 ad_requests with mean bid_floor 361.7; 1 sessions in app 'com.jlyt.SurvivorIsland', 3 ad_requests with mean bid_floor 6.8; 2 sessions in app 'com.justplay.app', 9 ad_requests with mean bid_floor 16.3; 2 sessions in app 'com.kamagames.pokerist', 4 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.kamagames.videopoker', 3 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.king.kingdom.final', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.kiwifun.game.android.numbermaster.puzzles', 39 ad_requests with mean bid_floor 21.7, 1 clicks of adomain 'almedia.co', 1 impressions of adomain 'almedia.co' with mean price 24.1; 1 sessions in app 'com.kiwifun.game.android.nutsort.puzzles', 23 ad_requests with mean bid_floor 29.0; 11 sessions in app 'com.mattel163.phase10', 246 ad_requests with mean bid_floor 22.5, 1 clicks of adomain 'playtowingames.net', 1 impressions of adomain 'playtowingames.net' with mean price 20.8; 1 sessions in app 'com.me2zen.tripeaks.v4.and', 18 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.megarewards.scratchcardgo', 2 ad_requests with mean bid_floor 110.0; 1 sessions in app 'com.monster.fun.music.mix.sound.beat', 29 ad_requests with mean bid_floor 8.9; 1 sessions in app 'com.murka.slotsera', 34 ad_requests with mean bid_floor 38.5, 1 clicks of adomain 'casino.fanduel.com', 2 impressions of adomain 'casino.fanduel.com' with mean price 29.6; 1 sessions in app 'com.mustardgames.police.bike.stunt.mega.ramp.impossibletracks', 50 ad_requests with mean bid_floor 9.2; 1 sessions in app 'com.rockbite.zombieoutpost', 20 ad_requests with mean bid_floor 128.8; 8 sessions in app 'com.scopely.yux', 75 ad_requests with mean bid_floor 6.3; 1 sessions in app 'com.simulator.monster.videocall', 20 ad_requests with mean bid_floor 9.5; 2 sessions in app 'com.slots.free.vegas.casino.jackpotland', 29 ad_requests with mean bid_floor 56.0; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 29 ad_requests with mean bid_floor 26.7; 1 sessions in app 'com.tile.town.puzzle.master.match', 7 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.transformer.monster.animation', 11 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.tripledot.woodoku', 238 ad_requests with mean bid_floor 13.1, 1 impressions of adomain 'geico.com' with mean price 2.2, 1 impressions of adomain 'squareup.com' with mean price 0.2; 1 sessions in app 'com.unicostudio.tilematch', 17 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.vizorapps.klondike', 24 ad_requests with mean bid_floor 85.7; 2 sessions in app 'com.wildcard.spades', 109 ad_requests with mean bid_floor 11.5, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.word.block.puzzle.free.relax', 37 ad_requests with mean bid_floor 40.8; 1 sessions in app 'com.word.madness', 12 ad_requests with mean bid_floor 5.9; 1 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 10 ad_requests with mean bid_floor 4.3; 1 sessions in app 'games.burny.color.sort.woody.puzzle', 7 ad_requests with mean bid_floor 69.5; 1 sessions in app 'games.burny.playdoku.block.puzzle', 14 ad_requests with mean bid_floor 6.1; 1 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 21 ad_requests with mean bid_floor 10.4; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 5.9; 1 sessions in app 'klondike.solitaire.cardgames.puzzle.free.offline.freecell.spider', 13 ad_requests with mean bid_floor 4.2; 3 sessions in app 'lucky.jackpot.slot.vegas.casino.free.game.android', 73 ad_requests with mean bid_floor 12.0; 1 sessions in app 'merge.blocks.drop.number.puzzle.games', 3 ad_requests with mean bid_floor 4.4; 1 sessions in app 'sorting.games.goods.sort.triple.match3d.puzzle.stuff', 11 ad_requests with mean bid_floor 3.0; 9 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 225 ad_requests with mean bid_floor 7.6, 3 clicks of adomain 'almedia.co', 7 impressions of adomain 'almedia.co' with mean price 29.4, 2 clicks of adomain 'casino.fanduel.com', 2 impressions of adomain 'casino.fanduel.com' with mean price 20.8];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 28;channel is 'USA/I/bidmachine/com.brainium.solitairefree/False/166';time_since_click_in_hours is 687;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.397984517686429;partition is 2370
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '4df4aedc-8407-4378-a42b-509ddb6125b2';uuid is 'febacbe5-e52d-4d4f-9d1c-fcf1256e07c0';bid_timestamp is '2025-02-05 23:17:11';device_id is '4df4aedc-8407-4378-a42b-509ddb6125b2';biddate is '2025-02-05';country is 'USA';app is 'com.easyclean.cleaner.master';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 45.0622560628488;target_cpi is 2.39944960866831;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is '9snail MAX';seller_id is 176;content_type is 'ie';bid_floor is 10.42061 ;min_floor is ;bidmachine_placement_value is 57.208944;placement_historical_value is 67.424827;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 2037650 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.21;prior_theme_impressions_count is 14;prior_tag_clicks_count is 8 ;time_since_click is 2037636;hour is '2025-02-05 23:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[2 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 33 ad_requests with mean bid_floor 22.4; 1 sessions in app 'coloring.color.number.happy.paint.art.drawing.puzzle', 0 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.agedstudio.blockpuzzlejewel.games', 50 ad_requests with mean bid_floor 32.6; 1 sessions in app 'com.asmr.doctor.gadmakeup.salon', 2 ad_requests with mean bid_floor 0.0; 10 sessions in app 'com.asmr.makeover.studio', 452 ad_requests with mean bid_floor 3.6; 16 sessions in app 'com.bestplaygame.matchrush3d', 340 ad_requests with mean bid_floor 29.9, 1 impressions of adomain 'afcurgentcare.com' with mean price 0.4, 1 impressions of adomain 'cicis.com' with mean price 0.4, 1 impressions of adomain 'frostbank.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 1.1, 1 impressions of adomain 'pentlyconger.com' with mean price 1.0, 2 impressions of adomain 'prosourcewholesale.com' with mean price 1.4, 3 impressions of adomain 'roomstogo.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.4; 3 sessions in app 'com.blockpuzzle.jewel.diamond', 8 ad_requests with mean bid_floor 41.4; 15 sessions in app 'com.blockpuzzle.wood.jewel.jigsaw.game', 2184 ad_requests with mean bid_floor 0.9, 1 clicks of adomain '', 6 impressions of adomain 'glaciermt.com' with mean price 0.1, 2 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 2 impressions of adomain 'jamsadr.com' with mean price 0.3, 2 impressions of adomain 'lifeinsurancetrustco.com' with mean price 0.5, 5 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'markjkohler.com' with mean price 0.3, 1 impressions of adomain 'off-stamp.com' with mean price 0.7, 2 impressions of adomain 'receive-the-prize.online' with mean price 22.7, 6 impressions of adomain 'rocketmortgage.com' with mean price 0.5, 1 impressions of adomain 'straffordpub.com' with mean price 0.4, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.1, 1 impressions of adomain 'tritechcoa.com' with mean price 0.6, 1 impressions of adomain 'www.wgu.edu' with mean price 0.9, 1 clicks of adomain 'yep.pizzadsads.com', 1 impressions of adomain 'yep.pizzadsads.com' with mean price 20.5; 5 sessions in app 'com.bngame.app.woodblock', 153 ad_requests with mean bid_floor 54.2; 10 sessions in app 'com.breakingnewsbrief.app', 19 ad_requests with mean bid_floor 2.6; 25 sessions in app 'com.casualjoygames.projectmatch', 572 ad_requests with mean bid_floor 17.8, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 3 impressions of adomain 'maydayhoustonlaw.com' with mean price 0.2, 1 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 28.6, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 19.0, 1 impressions of adomain 'roomstogo.com' with mean price 0.6; 33 sessions in app 'com.casualjoygames.tileblast', 990 ad_requests with mean bid_floor 1.8, 5 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'commvault.com' with mean price 1.3, 2 impressions of adomain 'frostbank.com' with mean price 0.4, 1 impressions of adomain 'holladaylaw.com' with mean price 0.7, 1 impressions of adomain 'mavis.com' with mean price 0.4, 1 impressions of adomain 'murdochs.com' with mean price 0.5, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 5 impressions of adomain 'roomstogo.com' with mean price 0.8, 1 impressions of adomain 'scopely.com' with mean price 9.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 1 impressions of adomain 'tamu.edu' with mean price 0.4, 5 impressions of adomain 'wgu.edu' with mean price 0.4; 1 sessions in app 'com.clean888.cleansuper.cleaner', 11 ad_requests with mean bid_floor 26.5; 5 sessions in app 'com.crazylabs.foot.doctor', 19 ad_requests with mean bid_floor 17.9; 27 sessions in app 'com.digitalkingdom.screwfrenzy', 1088 ad_requests with mean bid_floor 17.7, 22 impressions of adomain 'adidas.com' with mean price 0.1, 26 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bausch.com' with mean price 0.1, 2 impressions of adomain 'cadillac.com' with mean price 0.0, 1 impressions of adomain 'cerave.com' with mean price 0.1, 13 impressions of adomain 'chipsahoy.com' with mean price 0.5, 1 impressions of adomain 'comenity.com' with mean price 0.1, 2 impressions of adomain 'depend.com' with mean price 0.1, 16 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'familydollar.com' with mean price 0.1, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 5 impressions of adomain 'frostbank.com' with mean price 0.3, 2 impressions of adomain 'garnierusa.com' with mean price 0.1, 1 impressions of adomain 'giftwonder.online' with mean price 0.0, 1 impressions of adomain 'haleon.com' with mean price 0.1, 3 impressions of adomain 'iheart.com' with mean price 0.0, 5 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kleenex.com' with mean price 0.1, 1 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'livenation.com' with mean price 0.2, 1 impressions of adomain 'maydayhoustonlaw.com' with mean price 0.1, 38 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'newpub.co' with mean price 22.9, 1 impressions of adomain 'newpub.co/spades' with mean price 24.8, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'papayagaming.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 3 impressions of adomain 'pbr.com' with mean price 0.4, 4 impressions of adomain 'pedialyte.com' with mean price 0.1, 2 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'pfister.com' with mean price 0.3, 3 impressions of adomain 'playsimple.in' with mean price 0.2, 2 impressions of adomain 'productmadness.com' with mean price 0.1, 2 impressions of adomain 'progressive.com' with mean price 0.0, 1 impressions of adomain 'pulsz.com' with mean price 0.2, 1 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'roomstogo.com' with mean price 0.7, 1 clicks of adomain 'roomstogo.com', 1 impressions of adomain 'santanderus.com' with mean price 0.1, 3 impressions of adomain 'schwarzkopf.com' with mean price 0.1, 1 impressions of adomain 'solaray.com' with mean price 0.1, 4 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.4, 1 impressions of adomain 'southwest.com' with mean price 0.1, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.0, 1 impressions of adomain 'trk.bestofferconvert.com' with mean price 0.0, 75 impressions of adomain 'verizon.com' with mean price 0.7, 4 impressions of adomain 'walgreens.com' with mean price 0.8, 9 impressions of adomain 'wkkellogg.com' with mean price 0.2, 5 impressions of adomain 'xifaxan.com' with mean price 0.8; 36 sessions in app 'com.dpglobal.triplematch', 310 ad_requests with mean bid_floor 0.4, 1 impressions of adomain '220westalabama.com' with mean price 0.8, 1 impressions of adomain 'ads.netapop.com' with mean price 0.1, 1 impressions of adomain 'afcurgentcare.com' with mean price 0.1, 3 impressions of adomain 'alcapone-us.com' with mean price 1.3, 1 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'audible.com' with mean price 0.3, 1 impressions of adomain 'billywoodappliance.com' with mean price 0.7, 1 impressions of adomain 'cad.cdjakit.com' with mean price 0.1, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.1, 8 impressions of adomain 'cdw.com' with mean price 1.2, 1 impressions of adomain 'clinic45.com' with mean price 1.1, 1 impressions of adomain 'collegeboard.org' with mean price 0.2, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 0.1, 1 impressions of adomain 'cuttingedgecurbing.com' with mean price 1.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'dramabox.com' with mean price 0.1, 3 impressions of adomain 'ehy.com' with mean price 0.1, 5 impressions of adomain 'frostbank.com' with mean price 0.4, 2 impressions of adomain 'generatorrentalnortheast.com' with mean price 0.5, 1 impressions of adomain 'hardrock.com' with mean price 0.6, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 11 impressions of adomain 'homes.com' with mean price 0.2, 1 impressions of adomain 'hystlerunn.com' with mean price 0.0, 2 impressions of adomain 'ict.edu' with mean price 0.7, 1 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 1 impressions of adomain 'jorisson.com' with mean price 0.0, 5 impressions of adomain 'kalahariresorts.com' with mean price 0.1, 1 clicks of adomain 'kalahariresorts.com', 4 impressions of adomain 'kelloggs.com' with mean price 0.9, 3 impressions of adomain 'kensingtontours.com' with mean price 1.3, 21 impressions of adomain 'kohls.com' with mean price 0.2, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 3 impressions of adomain 'lonestarrv.com' with mean price 1.0, 1 impressions of adomain 'maintenanceandcure.com' with mean price 1.3, 43 impressions of adomain 'maydayhoustonlaw.com' with mean price 0.2, 1 impressions of adomain 'metro5514.com' with mean price 0.7, 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 'naturalfacedr.com' with mean price 3.0, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'papayagaming.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 6 impressions of adomain 'pasadenafamilydentistry.com' with mean price 1.0, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'pizzahut.com' with mean price 1.6, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 8 impressions of adomain 'prosperitybankusa.com' with mean price 1.1, 5 impressions of adomain 'pulsz.com' with mean price 0.2, 3 impressions of adomain 'rewardmega.store' with mean price 0.1, 2 impressions of adomain 'robertscarpet.com' with mean price 0.7, 1 impressions of adomain 'rocketmortgage.com' with mean price 1.3, 2 impressions of adomain 'rockport-fulton.org' with mean price 0.4, 6 impressions of adomain 'roomstogo.com' with mean price 0.3, 1 impressions of adomain 's2.lenzmx.com' with mean price 0.0, 2 impressions of adomain 'saksfifthavenue.com' with mean price 0.2, 5 impressions of adomain 'sixflags.com' with mean price 0.7, 2 impressions of adomain 'smslegal.com' with mean price 0.7, 1 impressions of adomain 'starbucks.com' with mean price 0.4, 1 impressions of adomain 'stmarytx.edu' with mean price 1.5, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 3 impressions of adomain 'tamu.edu' with mean price 0.2, 4 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'texasbaptistmen.org' with mean price 0.8, 4 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'thecircleathermannpark.com' with mean price 2.1, 5 impressions of adomain 'thelinden.com' with mean price 1.3, 4 impressions of adomain 'totalsecurenetguard.com' with mean price 0.0, 1 impressions of adomain 'triptodur.com' with mean price 4.3, 1 impressions of adomain 'trk.bestofferconvert.com' with mean price 0.1, 1 impressions of adomain 'unicycive.com' with mean price 0.1, 3 impressions of adomain 'verizon.com' with mean price 0.7, 2 impressions of adomain 'visithburg.org' with mean price 1.0, 2 impressions of adomain 'vitastudio.ai' with mean price 0.1, 6 impressions of adomain 'walgreens.com' with mean price 0.7, 3 impressions of adomain 'wellbyfinancial.com' with mean price 0.5, 1 impressions of adomain 'whataburger.com' with mean price 0.2; 1 sessions in app 'com.draw.one.line', 8 ad_requests with mean bid_floor 35.6; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 1.4; 4 sessions in app 'com.easyclean.cleaner.master', 93 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.easyfun.solitaire', 86 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.5; 71 sessions in app 'com.flybirdgames.makeover.tile', 3107 ad_requests with mean bid_floor 3.1, 2 impressions of adomain 'agdirect.com' with mean price 0.7, 12 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'boydgaming.com' with mean price 0.7, 1 impressions of adomain 'chipsahoy.com' with mean price 0.5, 1 impressions of adomain 'click2cart.com' with mean price 0.8, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discovermoab.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 1.3, 3 impressions of adomain 'libertytax.com' with mean price 0.7, 2 impressions of adomain 'mobilesafetytech.com' with mean price 1.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 2 impressions of adomain 'peacocktv.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 1.5, 1 impressions of adomain 'pinterest.com' with mean price 14.7, 1 clicks of adomain 'pinterest.com', 62 impressions of adomain 'roomstogo.com' with mean price 1.4, 3 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'siriusxm.com' with mean price 0.3, 1 impressions of adomain 'sixflags.com' with mean price 0.4, 3 impressions of adomain 'tiktok.com' with mean price 2.1, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'winstar.com' with mean price 0.4; 1 sessions in app 'com.friedeggames.clinic', 18 ad_requests with mean bid_floor 43.8; 4 sessions in app 'com.greyfun.block.puzzle.sudoku', 27 ad_requests with mean bid_floor 11.2; 1 sessions in app 'com.greyfun.card.solitaire.classic', 1 ad_requests with mean bid_floor 1.4; 6 sessions in app 'com.gtsy.draw.challenge', 113 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.help.me.please', 3 ad_requests with mean bid_floor 5.2, 1 impressions of adomain 'clearwaterexpresswash.com' with mean price 1.5, 1 impressions of adomain 'hilton.com' with mean price 1.4; 2 sessions in app 'com.hg.beauty.makeover.salon.makeup.asmr.games', 85 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'alcapone-us.com' with mean price 2.2, 1 impressions of adomain 'cuttingedgecurbing.com' with mean price 1.1, 1 impressions of adomain 'deltadentaltexas.com' with mean price 1.2, 1 impressions of adomain 'eclipsehouston.com' with mean price 2.0, 1 impressions of adomain 'maintenanceandcure.com' with mean price 1.5; 3 sessions in app 'com.intensedev.biblesolitaire.gp', 60 ad_requests with mean bid_floor 3.3; 6 sessions in app 'com.intensedev.classicsolitaire.gp', 102 ad_requests with mean bid_floor 2.5; 4 sessions in app 'com.jc.blockpuzzle.classic', 23 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.kiaora.dominoes', 88 ad_requests with mean bid_floor 44.7; 74 sessions in app 'com.metakingdom.islandmatch', 594 ad_requests with mean bid_floor 4.3; 19 sessions in app 'com.metaslots.matchvilla', 266 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.mintgames.fancycolorpro', 9 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.mintgames.fantasycolor', 125 ad_requests with mean bid_floor 33.1; 2 sessions in app 'com.music.game.dancing.hair.beat.race', 63 ad_requests with mean bid_floor 5.8; 4 sessions in app 'com.niuaigo.solitaire.klondike', 17 ad_requests with mean bid_floor 96.3; 2 sessions in app 'com.overflow.easystorageclean', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.paint.by.numbers.coloring.book', 2 ad_requests with mean bid_floor 67.2; 2 sessions in app 'com.paxiegames.mergestudio', 20 ad_requests with mean bid_floor 7.9; 1 sessions in app 'com.playvalve.solitaire', 36 ad_requests with mean bid_floor 78.9; 4 sessions in app 'com.playvalve.spades', 1037 ad_requests with mean bid_floor 117.3, 1 impressions of adomain 'plannedparenthood.org' with mean price 1.1; 6 sessions in app 'com.sg.doctor.surgeon.makeover.games', 482 ad_requests with mean bid_floor 39.4; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 1 ad_requests with mean bid_floor 5.2; 11 sessions in app 'com.simulator.asmr.beauty.girl.makeover.gp', 136 ad_requests with mean bid_floor 4.9; 10 sessions in app 'com.solitaire.cards.deluxe', 138 ad_requests with mean bid_floor 2.7, 1 impressions of adomain 'dramabox.com' with mean price 0.1, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.1; 3 sessions in app 'com.solitaire.jianhuan.card', 40 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.9; 4 sessions in app 'com.solitaire.relax.classic.card.game', 34 ad_requests with mean bid_floor 49.4; 2 sessions in app 'com.standard.puzzle.ooybaa.solitaire', 16 ad_requests with mean bid_floor 2.4; 2 sessions in app 'com.techvision.hotelcraze', 13 ad_requests with mean bid_floor 35.4; 1 sessions in app 'com.tripledot.spades', 2 ad_requests with mean bid_floor 0.5; 5 sessions in app 'com.tripledot.woodoku', 13 ad_requests with mean bid_floor 6.5; 4 sessions in app 'com.vitastudio.solitaire', 68 ad_requests with mean bid_floor 6.9, 1 impressions of adomain 'dnb.com' with mean price 0.2, 5 impressions of adomain 'jetblue.com' with mean price 0.3, 2 impressions of adomain 'paycom.com' with mean price 0.2, 13 impressions of adomain 'walmart.com' with mean price 2.0; 2 sessions in app 'com.wildcard.spadespop', 16 ad_requests with mean bid_floor 10.6; 6 sessions in app 'com.xmonetize.quizzland', 113 ad_requests with mean bid_floor 19.7; 1 sessions in app 'com.yojo.phonecleaner', 4 ad_requests with mean bid_floor 3.9; 7 sessions in app 'com.yy.solitaire.classic.card.game.free', 25 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.zg.solitaire.fish2', 16 ad_requests with mean bid_floor 2.6; 2 sessions in app 'happy.paint.coloring.color.number', 28 ad_requests with mean bid_floor 8.5; 2 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 11.7; 7 sessions in app 'in.playsimple.wordtrip', 20 ad_requests with mean bid_floor 14.9; 1 sessions in app 'kjvbible.verse.daily.bible.prayer', 2 ad_requests with mean bid_floor 5.2; 13 sessions in app 'klondike.solitaire.cardgames.puzzle.free.offline.freecell.spider', 128 ad_requests with mean bid_floor 4.1; 10 sessions in app 'make.up.girls.games.skincare.salon.beauty.story', 183 ad_requests with mean bid_floor 4.8; 5 sessions in app 'onetap.game.tictactoe', 38 ad_requests with mean bid_floor 5.8; 1 sessions in app 'screw.sort.match.jam.puzzle', 26 ad_requests with mean bid_floor 48.9; 3 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 39 ad_requests with mean bid_floor 41.4, 3 impressions of adomain 'ads.netapop.com' with mean price 0.1, 3 impressions of adomain 'prosourcewholesale.com' with mean price 1.0, 5 impressions of adomain 'roomstogo.com' with mean price 0.3, 1 impressions of adomain 'starbucks.com' with mean price 0.5, 4 impressions of adomain 'texasmattressmakers.com' with mean price 0.6, 1 impressions of adomain 'wooga.com' with mean price 0.1; 6 sessions in app 'solitaire.collection.klondike.spider.card.games', 29 ad_requests with mean bid_floor 24.7; 1 sessions in app 'solitaire.klondike.classic.card.games', 5 ad_requests with mean bid_floor 58.3; 1 sessions in app 'solitaire.solitairemaker.solitaire.klondike.card', 2 ad_requests with mean bid_floor 44.0; 2 sessions in app 'stories.makeup.asmr.beauty.game', 39 ad_requests with mean bid_floor 3.7];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 566;channel is 'USA/I/bidmachine/com.easyclean.cleaner.master/False/176';time_since_click_in_hours is 566;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.291072121402543;partition is 1899
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '051e6f46-5d89-462f-9505-a80bc938a09e';uuid is 'fd19f307-a4e9-409f-bd91-e0376e05e417';bid_timestamp is '2025-02-04 21:51:40';device_id is '051e6f46-5d89-462f-9505-a80bc938a09e';biddate is '2025-02-04';country is 'USA';app is 'com.scannerradio';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'fyber';raw_price is 29.6269398006944;target_cpi is 1;campaign is 58266;creative_id is 229286;session_duration is 0 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'ie';bid_floor is 6.0632 ;min_floor is 6.0632 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 7.26;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-04 21:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior is :[1 sessions in app 'bloodsugar.diabetes.pressuretraker', 3 ad_requests with mean bid_floor 58.0; 1 sessions in app 'com.EudokiaGames.ArtOfCub', 140 ad_requests with mean bid_floor 17.6; 1 sessions in app 'com.jmyt.runanimal', 6 ad_requests with mean bid_floor 5.2; 9 sessions in app 'com.scannerradio', 26 ad_requests with mean bid_floor 8.0; 1 sessions in app 'com.water.record.bloodpressure', 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 0;channel is 'USA/I/fyber/com.scannerradio/False/119';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.118179516748663;partition is 2273
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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 '6cdde411-b09a-41b7-9f36-c00a49f1db9d';uuid is '15d8b007-05c3-482f-b478-f2f5d9a9e64e';bid_timestamp is '2025-01-02 6:13:14';device_id is '6cdde411-b09a-41b7-9f36-c00a49f1db9d';biddate is '2025-01-02';country is 'USA';app is 'com.artoon.bidwhistoffline';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 14.6663032702059;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 'vi';bid_floor is 0.26 ;min_floor is 0.010706 ;bidmachine_placement_value is 2.768656;placement_historical_value is ;third_party_bid_price is 0.26;prior_tag_impressions_count is 12 ;time_since_impression is 23344679 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.05;prior_theme_impressions_count is 12;prior_tag_clicks_count is 1 ;time_since_click is 29267255;hour is '2025-01-02 06:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'co.vulcanlabs.printer', 1 ad_requests with mean bid_floor 5.2; 62 sessions in app 'com.artoon.bidwhistoffline', 623 ad_requests with mean bid_floor 1.9; 11 sessions in app 'com.instabridge.android', 159 ad_requests with mean bid_floor 52.5; 6 sessions in app 'com.intensedev.biblesolitaire.gp', 33 ad_requests with mean bid_floor 0.5; 2 sessions in app 'com.relaxgame.android.mahjong', 7 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.scannerreader.qrcode.creatorfree', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 17.5; 1 sessions in app 'uk.videoparse.parse', 2 ad_requests with mean bid_floor 2.6];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 6484;channel is 'USA/I/applovin/com.artoon.bidwhistoffline/False/117';time_since_click_in_hours is 8130;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.769954206913986;partition is 1158
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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 '89a2341a-ee41-4877-9e47-7b80131abe2e';uuid is '9c8e0bdf-7e79-4861-907b-88b90fed2d13';bid_timestamp is '2025-01-11 4:49:30';device_id is '89a2341a-ee41-4877-9e47-7b80131abe2e';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 29.9028881326598;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 59.36;placement_historical_value is 18.223367;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 9492 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.21;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is 9488;hour is '2025-01-11 04:00:00+00:00';day_of_week is '5';os_version is 11;user_behavior is :[1 sessions in app 'beetles.puzzle.solitaire', 24 ad_requests with mean bid_floor 6.1; 1 sessions in app 'cf79ec2819de38931c6c6e7e287dd604', 0 ad_requests with mean bid_floor 0.0; 10 sessions in app 'com.blackout.spades', 506 ad_requests with mean bid_floor 42.1, 6 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 5 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 37.8, 1 impressions of adomain 'samsung.com' with mean price 1.7; 9 sessions in app 'com.solitarie.card.regal.game', 87 ad_requests with mean bid_floor 1.9; 3 sessions in app 'net.zedge.android', 15 ad_requests with mean bid_floor 7.3];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 2;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.655265617546872;partition is 3748
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '171445dd-8840-4329-9fd9-ad549bd131d0';uuid is '29f3ca95-3596-49a8-bbb4-9dc7b4be154c';bid_timestamp is '2025-01-20 5:16:04';device_id is '171445dd-8840-4329-9fd9-ad549bd131d0';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 5.58815022649408;target_cpi is 1.44083762009322;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 33.92;placement_historical_value is 5.429316;third_party_bid_price is ;prior_tag_impressions_count is 19 ;time_since_impression is 105031 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.37;prior_theme_impressions_count is 19;prior_tag_clicks_count is 12 ;time_since_click is 1494663;hour is '2025-01-20 05:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[1 sessions in app 'co.cameradetector', 4 ad_requests with mean bid_floor 5.2; 46 sessions in app 'com.blackout.spades', 7362 ad_requests with mean bid_floor 29.7, 1 impressions of adomain 'aboodlaw.com' with mean price 0.4, 18 impressions of adomain 'amazon.com' with mean price 0.5, 4 impressions of adomain 'amcplus.com' with mean price 0.5, 4 impressions of adomain 'cash.app' with mean price 0.4, 1 impressions of adomain 'casino.draftkings.com' with mean price 0.4, 3 impressions of adomain 'chickenofthesea.com' with mean price 0.4, 1 impressions of adomain 'clevelandclinic.org' with mean price 7.0, 6 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'ghci.org' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 3 impressions of adomain 'kohler.com' with mean price 0.4, 1 impressions of adomain 'la-z-boy.com' with mean price 0.4, 1 impressions of adomain 'libertytax.com' with mean price 1.0, 1 impressions of adomain 'medmutual.com' with mean price 0.7, 1 impressions of adomain 'newpub.co/spades' with mean price 5.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.8, 2 impressions of adomain 'powerofresolve.com' with mean price 0.4, 1 impressions of adomain 'progressive.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'starz.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 6.9, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 16 sessions in app 'com.kingsofgames.chessuniverse', 229 ad_requests with mean bid_floor 28.1, 4 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.2, 10 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bigo.tv' with mean price 0.1, 2 impressions of adomain 'bumble.com' with mean price 0.2, 1 impressions of adomain 'callapp.com' with mean price 0.1, 1 impressions of adomain 'dexcom.com' with mean price 1.0, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'henryford.com' with mean price 0.3, 1 impressions of adomain 'howpbmswork.org' with mean price 0.3, 1 impressions of adomain 'indeed.com' with mean price 0.2, 2 impressions of adomain 'justplayapps.com' with mean price 0.1, 2 impressions of adomain 'meetme.com' with mean price 0.1, 3 impressions of adomain 'meijer.com' with mean price 1.0, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'takeda.com' with mean price 0.4, 1 impressions of adomain 'textnow.com' with mean price 0.3, 6 impressions of adomain 'tiktok.com' with mean price 8.0, 1 impressions of adomain 'us.betrivers.net' with mean price 0.1; 1 sessions in app 'com.peoplefun.wordcross', 9 ad_requests with mean bid_floor 6.0; 58 sessions in app 'com.xten.starfall', 1223 ad_requests with mean bid_floor 27.0; 10 sessions in app 'com.yallaplay.spadesmasters', 173 ad_requests with mean bid_floor 197.0; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 7.6; 6 sessions in app 'pl.lukok.chess', 35 ad_requests with mean bid_floor 53.9; 37 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 856 ad_requests with mean bid_floor 0.9, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 1.4, 1 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 4.9, 1 clicks of adomain 'pluto.tv', 1 impressions of adomain 'pluto.tv' with mean price 3.5, 1 clicks of adomain 'tubitv.com', 2 impressions of adomain 'tubitv.com' with mean price 5.1; 1 sessions in app 'st.ows.chess', 4 ad_requests with mean bid_floor 2.6, 1 impressions of adomain 'tiktok.com' with mean price 7.9];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 29;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 415;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.591019835493615;partition is 2195
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'ae3f5dff-d9b0-440a-baf2-3aa38c310a8d';uuid is '6428e279-e8de-4106-bf14-940bdfcf1867';bid_timestamp is '2025-01-01 8:20:15';device_id is 'ae3f5dff-d9b0-440a-baf2-3aa38c310a8d';biddate is '2025-01-01';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.08280525432015;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 4.593333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 81 ;time_since_impression is 83503 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.6;prior_theme_impressions_count is 81;prior_tag_clicks_count is 8 ;time_since_click is 175798;hour is '2025-01-01 08:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[1 sessions in app 'com.IGS.IronGuradianSaga', 70 ad_requests with mean bid_floor 22.8; 85 sessions in app 'com.LoopGames.Domino', 8609 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'newpub.co' with mean price 1.8, 14 impressions of adomain 'newpub.co/spades' with mean price 5.8, 7 impressions of adomain 'shoppersvoice.com' with mean price 1.2, 8 impressions of adomain 'textnow.com' with mean price 4.9; 1 sessions in app 'com.fbig.spades', 6 ad_requests with mean bid_floor 9.8; 1 sessions in app 'com.fugo.wowguru', 1 ad_requests with mean bid_floor 4.6; 3 sessions in app 'com.hyilmaz.spades', 11 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.oczma.smarter', 2 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.screw.away.pin.puzzle.and', 39 ad_requests with mean bid_floor 91.0; 11 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 538 ad_requests with mean bid_floor 15.4, 2 clicks of adomain 'newpub.co', 5 impressions of adomain 'newpub.co' with mean price 6.3, 3 impressions of adomain 'newpub.co/spades' with mean price 8.3; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.youchen.comeandarrangequickly', 267 ad_requests with mean bid_floor 10.0; 19 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 587 ad_requests with mean bid_floor 48.5, 1 impressions of adomain '7-eleven.com' with mean price 0.6, 2 impressions of adomain 'adidas.com' with mean price 0.2, 9 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'broxel.com' with mean price 0.3, 1 impressions of adomain 'cachecreek.com' with mean price 1.3, 1 impressions of adomain 'costco.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.7, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.3, 1 impressions of adomain 'frontierford.com' with mean price 0.5, 1 impressions of adomain 'goya.com' with mean price 0.1, 1 impressions of adomain 'jackinthebox.com' with mean price 0.4, 1 impressions of adomain 'luckysupermarkets.com' with mean price 0.3, 6 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'pepcid.com' with mean price 0.1, 1 impressions of adomain 'samsclub.com' with mean price 0.5, 1 impressions of adomain 'sheahomes.com' with mean price 0.5, 1 impressions of adomain 'solocup.com' with mean price 0.3, 1 impressions of adomain 'stonyfield.com' with mean price 0.5, 2 impressions of adomain 'suicideispreventable.org' with mean price 0.5, 1 impressions of adomain 'talzenna.com' with mean price 1.6, 1 impressions of adomain 'toyotavallejo.com' with mean price 0.3, 1 impressions of adomain 'walmart.com' with mean price 0.1, 1 impressions of adomain 'weightwatchers.com' with mean price 0.5, 3 impressions of adomain 'whatisshingles.com' with mean price 0.2; 1 sessions in app 'find.spot.fun.relax.difference', 29 ad_requests with mean bid_floor 20.6; 47 sessions in app 'in.playsimple.wordsearch', 6215 ad_requests with mean bid_floor 15.8, 2 impressions of adomain 'ab-inbev.com' with mean price 0.3, 1 impressions of adomain 'acehardware.com' with mean price 0.1, 1 impressions of adomain 'adidas.com' with mean price 0.1, 6 impressions of adomain 'albertsons.com' with mean price 0.1, 13 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'app.boostr.com' with mean price 0.4, 1 impressions of adomain 'arizona.edu' with mean price 0.0, 3 impressions of adomain 'bayareahostcommittee.com' with mean price 0.1, 1 impressions of adomain 'becker.com' with mean price 0.1, 1 impressions of adomain 'beyondbancard.com' with mean price 0.1, 1 impressions of adomain 'brandingbusiness.com' with mean price 0.1, 1 impressions of adomain 'butterball.com' with mean price 0.2, 2 impressions of adomain 'cachecreek.com' with mean price 1.3, 3 impressions of adomain 'cadillac.com' with mean price 0.1, 2 impressions of adomain 'casacobre.com' with mean price 0.2, 3 impressions of adomain 'cash.app' with mean price 0.0, 1 impressions of adomain 'chipsahoy.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'coca-colacompany.com' with mean price 0.0, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'continentalrefrigerator.com' with mean price 0.2, 36 impressions of adomain 'costco.com' with mean price 0.0, 3 impressions of adomain 'crunch.com' with mean price 0.2, 1 impressions of adomain 'dailytimes247.com' with mean price 0.1, 1 impressions of adomain 'dollartree.com' with mean price 0.0, 1 impressions of adomain 'easygeo.org' with mean price 0.2, 3 impressions of adomain 'fix50.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.0, 2 impressions of adomain 'freecash.com' with mean price 0.0, 1 impressions of adomain 'futurhealth.com' with mean price 0.3, 1 impressions of adomain 'gcegroup.com' with mean price 0.4, 2 impressions of adomain 'ghirardelli.com' with mean price 0.3, 6 impressions of adomain 'gm.com' with mean price 0.0, 3 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'gotahoenorth.com' with mean price 0.9, 1 impressions of adomain 'grandsierraresort.com' with mean price 1.6, 1 impressions of adomain 'groundtruth.com' with mean price 0.3, 1 impressions of adomain 'gurugame.ai' with mean price 0.1, 1 impressions of adomain 'hemgenix.com' with mean price 0.2, 1 impressions of adomain 'higgsgamestudio.com' with mean price 0.0, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 1 impressions of adomain 'homespotter.com' with mean price 0.7, 4 impressions of adomain 'investor.vanguard.com' with mean price 0.0, 1 impressions of adomain 'ipny.com' with mean price 0.2, 2 impressions of adomain 'jackinthebox.com' with mean price 0.4, 1 impressions of adomain 'kayak.com' with mean price 0.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'laketahoewealthmanagement.org' with mean price 0.1, 1 impressions of adomain 'marriott.com' with mean price 1.1, 1 impressions of adomain 'mcdonalds.com' with mean price 0.0, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'newmurabba.com' with mean price 0.0, 3 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'ophionsecurity.com' with mean price 0.1, 1 impressions of adomain 'orchardvalleyharvest.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 0.0, 2 impressions of adomain 'planetfitness.com' with mean price 0.2, 2 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'reevesnamepins.com' with mean price 0.0, 1 impressions of adomain 'restaurant365.com' with mean price 10.8, 2 impressions of adomain 'revinate.com' with mean price 0.0, 1 impressions of adomain 'rxo.com' with mean price 0.2, 1 impressions of adomain 'sandler.com' with mean price 0.1, 1 impressions of adomain 'searchsolutiongroup.com' with mean price 0.0, 1 impressions of adomain 'shoppersvoice.com' with mean price 1.1, 2 impressions of adomain 'starbucks.com' with mean price 3.4, 2 impressions of adomain 'tainstruments.com' with mean price 0.0, 1 impressions of adomain 'textnow.com' with mean price 0.0, 6 impressions of adomain 'tiktok.com' with mean price 1.2, 1 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'toyotavallejo.com' with mean price 0.4, 1 impressions of adomain 'unitedcenter.com' with mean price 0.3, 4 impressions of adomain 'upwork.com' with mean price 0.1, 1 impressions of adomain 'vytalogy.com' with mean price 0.3, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1; 2 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 9.5; 1 sessions in app 'net.peakgames.mobile.spades.android', 64 ad_requests with mean bid_floor 40.2; 84 sessions in app 'solitaire.nostal.cardgame.puzzle', 11372 ad_requests with mean bid_floor 21.8, 1 impressions of adomain '7-eleven.com' with mean price 0.2, 42 impressions of adomain 'amazon.com' with mean price 2.9, 2 impressions of adomain 'bestplay.app' with mean price 35.2, 1 impressions of adomain 'boconcept.com' with mean price 0.8, 1 impressions of adomain 'corcept.com' with mean price 0.6, 1 impressions of adomain 'depend.com' with mean price 0.1, 10 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'ensure.com' with mean price 0.2, 2 impressions of adomain 'homespotter.com' with mean price 0.5, 3 impressions of adomain 'ironwoodpharma.com' with mean price 1.2, 2 impressions of adomain 'jackinthebox.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'kinders.com' with mean price 1.0, 1 impressions of adomain 'lakeviewfarms.com' with mean price 0.5, 1 impressions of adomain 'lantheus.com' with mean price 1.7, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 2 impressions of adomain 'meetava.com' with mean price 29.7, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'merchsource.com' with mean price 0.4, 3 impressions of adomain 'nutrafol.com' with mean price 0.2, 11 impressions of adomain 'nvidia.com' with mean price 7.1, 3 impressions of adomain 'orgain.com' with mean price 4.5, 3 impressions of adomain 'pg.com' with mean price 4.9, 2 impressions of adomain 'premierprotein.com' with mean price 5.6, 2 impressions of adomain 'productmadness.com' with mean price 0.0, 3 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'slpattorney.com' with mean price 0.3, 2 impressions of adomain 'smuckers.com' with mean price 0.5, 2 impressions of adomain 'talzenna.com' with mean price 1.6, 1 impressions of adomain 'tiktok.com' with mean price 1.3, 1 impressions of adomain 'tridentseafoods.com' with mean price 0.2, 2 impressions of adomain 'unilever.com' with mean price 0.1, 1 impressions of adomain 'visitstockton.org' with mean price 0.6, 2 impressions of adomain 'whoop.com' with mean price 6.5, 1 clicks of adomain 'whoop.com', 3 impressions of adomain 'wkkellogg.com' with mean price 0.2, 7 impressions of adomain 'www.vitastudio.ai' 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 23;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 49;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.629318634470528;partition is 3894
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '1f07aac5-7197-445c-86c4-fa668780d262';uuid is 'f689267c-0195-49b3-aab5-618323996e0c';bid_timestamp is '2024-12-14 14:07:42';device_id is '1f07aac5-7197-445c-86c4-fa668780d262';biddate is '2024-12-14';country is 'USA';app is 'com.fruit.happy.fusion';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 12.2873365101517;target_cpi is 4;campaign is 57526;creative_id is 228773;session_duration is 0 ;seller_name is 'Everest peak Team';seller_id is 476;content_type is 'vie';bid_floor is 1.72898899999999 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is 12.835395;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 91583 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.01;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is 7092220;hour is '2024-12-14 14:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[1 sessions in app 'com.cu001.watersort', 95 ad_requests with mean bid_floor 16.4; 1 sessions in app 'com.funnyprank.sounds.fake.haircut.prank', 1 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.savestick.manklmuy', 112 ad_requests with mean bid_floor 20.0; 2 sessions in app 'org.mfusgm.jzby', 97 ad_requests with mean bid_floor 19.0];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.fruit.happy.fusion/False/476';time_since_click_in_hours is 1970;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.723202715235445;partition is 4029
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 '0d2aa341-e208-452a-94f7-6f6c5fa4c124';bid_timestamp is '2024-12-29 4:00:35';device_id is 'virt:4177d8e81d292dd716d36d7b407b5fea';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 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 11.017015495782;target_cpi is 4;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 3.548414 ;min_floor is 0.0106 ;bidmachine_placement_value is 79.5;placement_historical_value is 2.574917;third_party_bid_price is 3.54841412;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 '2024-12-29 04:00:00+00:00';day_of_week is '6';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/V/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0605645960070436;partition is 3745
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '3e79f5ea-aec7-4f3f-9356-7a5b41712e27';uuid is 'e25460d7-5d10-4074-b718-c7595caaa47a';bid_timestamp is '2025-01-28 18:03:13';device_id is '3e79f5ea-aec7-4f3f-9356-7a5b41712e27';biddate is '2025-01-28';country is 'USA';app is 'com.datarecovery.recoverysoftware.videorecovery';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 0.680445330102107;target_cpi is 1.2;campaign is 58196;creative_id is 229142;session_duration is 122 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 0.53;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-28 18:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior is :[1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 6 ad_requests with mean bid_floor 0.1; 8 sessions in app 'com.gamovation.mahjongclub', 29 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.greyfun.card.solitaire.classic', 180 ad_requests with mean bid_floor 26.4; 24 sessions in app 'com.ordinaryjoy.solitaire.largecard', 69 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.otsbet.app', 3 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.solitaire.card', 124 ad_requests with mean bid_floor 18.5, 3 impressions of adomain 'coca-cola.com' with mean price 0.5, 1 impressions of adomain 'onlyreliable.com' with mean price 0.9, 1 impressions of adomain 'seacoastbank.com' with mean price 1.2; 1 sessions in app 'com.solitarie.card.regal.game', 28 ad_requests with mean bid_floor 51.7; 7 sessions in app 'com.vitastudio.mahjong', 10 ad_requests with mean bid_floor 0.0; 4 sessions in app 'easy.launcher', 4 ad_requests with mean bid_floor 0.0; 19 sessions in app 'mahjong.solitaire.card.games.free.senior.match.puzzle', 607 ad_requests with mean bid_floor 28.5, 4 impressions of adomain '9snail.com' with mean price 0.1, 1 impressions of adomain 'adidas.com' with mean price 0.0, 8 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'aspercreme.com' with mean price 0.6, 1 impressions of adomain 'block.yyplaygames.com' with mean price 20.0, 1 impressions of adomain 'giftwonder.online' with mean price 0.1, 1 impressions of adomain 'goldbond.com' with mean price 0.6, 1 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 17.9, 1 impressions of adomain 'oakevergames.com' with mean price 0.1, 1 impressions of adomain 'oldspice.com' with mean price 0.3, 2 impressions of adomain 'softbakedapps.com' with mean price 0.2, 1 impressions of adomain 'subaru.com' with mean price 0.4, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.2, 1 clicks of adomain 'tripledotstudios.com', 1 impressions of adomain 'woodmenlife.com' with mean price 1.0, 5 impressions of adomain 'wooga.com' with mean price 0.2, 1 impressions of adomain 'youyungames.com' with mean price 0.1, 2 impressions of adomain 'zencolor.app' with mean price 0.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/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 0.988146191830342;partition is 1565
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'ed206eee-2d17-456e-b355-8d0e498bfa12';uuid is '2c21d4d9-17cc-4e8e-b836-1f6b9169f64e';bid_timestamp is '2025-02-07 18:00:12';device_id is 'ed206eee-2d17-456e-b355-8d0e498bfa12';biddate is '2025-02-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 21.9539182457314;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 42.4;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 2768247 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.91;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is 10448135;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[45 sessions in app 'bible.pray.daily.women.offline.kjv', 76 ad_requests with mean bid_floor 110.3; 35 sessions in app 'com.blackout.spades', 4072 ad_requests with mean bid_floor 37.9, 6 impressions of adomain 'amazon.com' with mean price 1.1, 4 impressions of adomain 'colgate.com' with mean price 0.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'nutrafol.com' with mean price 1.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.7; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 5.1; 1 sessions in app 'net.uploss.water_app', 4 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 768;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 2902;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.960719980914527;partition is 659
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 '4812d2f1-3dd2-4c8e-bc18-e061aa11080d';bid_timestamp is '2025-01-29 0:05:01';device_id is 'virt:c81629aa371bacefeba080f43a5d668e';biddate is '2025-01-29';country is 'USA';app is 'com.easybrain.number.puzzle.game';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 6.10746588588037;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'vi';bid_floor is 4 ;min_floor is ;bidmachine_placement_value is 60;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-29 00:00:00+00:00';day_of_week is '2';os_version is 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/V/bidmachine/com.easybrain.number.puzzle.game/False/33';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.214642909678345;partition is 4018
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '70595ee3-7fdc-4bf6-b18d-f403f3d9b282';uuid is '88f0dc70-2057-4acd-918a-48fbabdf3e68';bid_timestamp is '2025-01-09 21:49:51';device_id is '70595ee3-7fdc-4bf6-b18d-f403f3d9b282';biddate is '2025-01-09';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 4.28037409881512;target_cpi is 1.30100170443038;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'i';bid_floor is 0.848 ;min_floor is ;bidmachine_placement_value is 30;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 25 ;time_since_impression is 90948 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.9;prior_theme_impressions_count is 25;prior_tag_clicks_count is 12 ;time_since_click is 91582;hour is '2025-01-09 21:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior is :[1 sessions in app 'com.block.juggle', 3 ad_requests with mean bid_floor 26.5; 1 sessions in app 'com.enflick.android.TextNow', 1 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.flyclops.domino.android', 2 ad_requests with mean bid_floor 7.0; 2 sessions in app 'com.lemon.lvoverseas', 2 ad_requests with mean bid_floor 5.2; 25 sessions in app 'com.mobilityware.GinRummySolitaire', 1439 ad_requests with mean bid_floor 16.7, 1 impressions of adomain 'brookshirebrothers.com' with mean price 1.2, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.1, 1 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 0.1, 5 impressions of adomain 'disneyplus.com' with mean price 0.1, 3 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'eatandys.com' with mean price 1.8, 1 impressions of adomain 'econtrendx.com' with mean price 0.1, 1 impressions of adomain 'empfohlen.de' with mean price 4.4, 2 impressions of adomain 'frostbank.com' with mean price 0.1, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 7.1, 1 clicks of adomain 'igg.com', 1 impressions of adomain 'igg.com' with mean price 4.1, 2 impressions of adomain 'illinoislottery.com' with mean price 0.1, 3 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'mazola.com' with mean price 0.1, 1 impressions of adomain 'milanlaser.com' with mean price 0.1, 1 impressions of adomain 'nba.com' with mean price 0.2, 1 impressions of adomain 'newpub.co/spades' with mean price 5.9, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'oakevergames.com' with mean price 0.1, 1 impressions of adomain 'pandora.com' with mean price 0.1, 8 impressions of adomain 'productmadness.com' with mean price 0.1, 2 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'sling.com' with mean price 0.8, 1 clicks of adomain 'underdogfantasy.com', 1 impressions of adomain 'underdogfantasy.com' with mean price 3.3, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'whirlpool.com' with mean price 0.5, 1 impressions of adomain 'yourradioplace.com' with mean price 0.1; 1 sessions in app 'com.mobilityware.spider', 36 ad_requests with mean bid_floor 15.4, 7 impressions of adomain 'bk.com' with mean price 1.0, 1 impressions of adomain 'mccormick.com' with mean price 0.3; 2 sessions in app 'com.multiplayertonk', 17 ad_requests with mean bid_floor 1.0; 3 sessions in app 'com.online.huntingsniper', 28 ad_requests with mean bid_floor 34.9; 1 sessions in app 'com.tripledot.blackjack', 10 ad_requests with mean bid_floor 14.7; 4 sessions in app 'com.tripledot.woodoku', 475 ad_requests with mean bid_floor 10.5, 1 impressions of adomain 'bragg.com' with mean price 2.4, 1 impressions of adomain 'kingfishergrooming.com' with mean price 0.9, 3 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'stellaartois.com' with mean price 0.7; 24 sessions in app 'kjv.bible.kingjamesbible', 909 ad_requests with mean bid_floor 44.9; 3 sessions in app 'net.peakgames.mobile.spades.android', 126 ad_requests with mean bid_floor 32.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 25;channel is 'USA/I/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 25;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.115014670987052;partition is 3148
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '7691504c-b281-4daf-a204-94486075140d';uuid is '7ef86c93-2f67-4402-aa32-d1bf314cbad8';bid_timestamp is '2025-01-09 0:44:24';device_id is '7691504c-b281-4daf-a204-94486075140d';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 24.983669760488;target_cpi is 1.77061754337294;campaign is 57828;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 26.705131;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 1461286 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.16;prior_theme_impressions_count is 12;prior_tag_clicks_count is 7 ;time_since_click is 1631122;hour is '2025-01-09 00:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'com.DesireGame.BridgeRunnerRush3D', 5 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.Skillbuilder.bubbleshooter', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.marketer.greenpass', 12 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.marketer.reserverdeals', 23 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.meeseva.bazaar', 25 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.otsbet.app', 7 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 405;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 453;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.24157513672212;partition is 2752
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '1139104b-5ab3-44a4-9728-39377f0b5537';uuid is '06eeed98-5693-4792-971b-824e3f3c1cf7';bid_timestamp is '2025-02-07 23:25:07';device_id is '1139104b-5ab3-44a4-9728-39377f0b5537';biddate is '2025-02-07';country is 'USA';app is 'com.tarot.ctsguide';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 39.6929876389196;target_cpi is 3;campaign is 58319;creative_id is 229286;session_duration is 16 ;seller_name is 'Tecen Tech';seller_id is 703;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 37.857143;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 34 ;time_since_impression is 190175 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 6.87;prior_theme_impressions_count is 34;prior_tag_clicks_count is 4 ;time_since_click is 190124;hour is '2025-02-07 23:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[1 sessions in app 'bg.xssoftware.ladypopular.fashionarena', 1 ad_requests with mean bid_floor 18.8; 5 sessions in app 'car.parking.jam.solver.puzzle.games', 262 ad_requests with mean bid_floor 80.2; 2 sessions in app 'carrom.board.pool.disc.cricket.ice.hockey.multiplayer.game.free', 14 ad_requests with mean bid_floor 5.8; 1 sessions in app 'com.EudokiaGames.IceCube', 133 ad_requests with mean bid_floor 13.3; 5 sessions in app 'com.YoumPlay.RingZ', 167 ad_requests with mean bid_floor 34.9; 2 sessions in app 'com.an.shootingball.billiards3d', 39 ad_requests with mean bid_floor 1.5, 32 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'vwu.edu' with mean price 0.2; 21 sessions in app 'com.audio.livres', 441 ad_requests with mean bid_floor 4.8, 2 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'ads.netapop.com' with mean price 0.1, 20 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'papajohns.com' with mean price 0.4, 1 impressions of adomain 'pentlyconger.com' with mean price 0.2, 3 impressions of adomain 'podcast.com' with mean price 0.2, 1 impressions of adomain 'pulsz.com' with mean price 0.2, 1 impressions of adomain 'weather.com' with mean price 0.1; 7 sessions in app 'com.billiards.shooting.ball.pool', 45 ad_requests with mean bid_floor 20.6; 6 sessions in app 'com.callapp.callerid.spamcallblocker', 7 ad_requests with mean bid_floor 107.9; 20 sessions in app 'com.car.parking.bus.mania.traffic.jam', 340 ad_requests with mean bid_floor 1.2, 14 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 3 impressions of adomain 'calvinklein.us' with mean price 0.1, 1 impressions of adomain 'churchdwight.com' with mean price 0.1, 2 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 clicks of adomain 'metacoregames.com', 1 impressions of adomain 'metacoregames.com' with mean price 23.2, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'newpub.co' with mean price 91.3, 1 clicks of adomain 'newpub.co', 2 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'oneaday.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'prestigebrands.com' with mean price 0.1, 6 impressions of adomain 'sleeper.com' with mean price 0.1, 5 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.2, 1 impressions of adomain 'upsimples.com' with mean price 0.1, 1 impressions of adomain 'visitmaryland.org' with mean price 1.0; 1 sessions in app 'com.changdu.ereader', 3 ad_requests with mean bid_floor 3.6; 5 sessions in app 'com.crazylabs.fashion.squad', 80 ad_requests with mean bid_floor 158.9; 4 sessions in app 'com.dino.moto.race.master', 42 ad_requests with mean bid_floor 2.1, 5 impressions of adomain 'coca-cola.com' with mean price 0.6; 4 sessions in app 'com.dressup.fashion.fun.style', 29 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.dressup.makeover.makeup.girlsdoll.hairgame', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.esden.block_sort', 6 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fashion.battle.stylist.dressup.game', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.fashion.doll.dress.up.games', 29 ad_requests with mean bid_floor 11.8; 1 sessions in app 'com.fbig.spades', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.feelcrafters.buspuzzle', 13 ad_requests with mean bid_floor 1.0; 2 sessions in app 'com.filetransfer.shareit.plus', 207 ad_requests with mean bid_floor 13.5; 2 sessions in app 'com.fmproject.lovella', 9 ad_requests with mean bid_floor 0.1, 1 impressions of adomain 'mariongm.com' with mean price 0.6; 1 sessions in app 'com.freenovel.romreads', 5 ad_requests with mean bid_floor 4.5; 18 sessions in app 'com.hexa.sort.puzzle.stack.color.game', 590 ad_requests with mean bid_floor 1.5, 3 impressions of adomain 'adidas.com' with mean price 0.1, 14 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 2 impressions of adomain 'churchdwight.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.2, 18 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'listerine.com' with mean price 0.3, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'pepsico.com' with mean price 0.4, 1 impressions of adomain 'podcast.com' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.0, 2 impressions of adomain 'pull-ups.com' with mean price 0.3, 6 impressions of adomain 'sleeper.com' with mean price 0.2, 1 impressions of adomain 'tylenol.com' with mean price 0.1, 5 impressions of adomain 'vwu.edu' with mean price 0.2; 1 sessions in app 'com.hyilmaz.spades', 2 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.innplaylabs.animalkingdomraid', 461 ad_requests with mean bid_floor 373.9; 3 sessions in app 'com.kidultlovin.royalsolitaire', 6 ad_requests with mean bid_floor 18.2; 2 sessions in app 'com.match.free.homedesign', 2 ad_requests with mean bid_floor 40.9; 6 sessions in app 'com.mobilityware.Spades', 210 ad_requests with mean bid_floor 23.4; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 20 ad_requests with mean bid_floor 1.1; 2 sessions in app 'com.muslimprayer.qiblafinder.qiblacompass', 3 ad_requests with mean bid_floor 48.1; 2 sessions in app 'com.newleaf.app.android.victor', 71 ad_requests with mean bid_floor 120.2; 1 sessions in app 'com.newreading.goodreels', 10 ad_requests with mean bid_floor 4.8; 4 sessions in app 'com.phantom.paperboy', 37 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.playvalve.spades', 238 ad_requests with mean bid_floor 95.3; 1 sessions in app 'com.rjp.diarypro', 3 ad_requests with mean bid_floor 0.1; 6 sessions in app 'com.rnovel.android.app', 45 ad_requests with mean bid_floor 9.1; 2 sessions in app 'com.secondwind.dressup', 88 ad_requests with mean bid_floor 28.8; 1 sessions in app 'com.sg.fashion.makeover.dressup.game', 7 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.shorten', 5 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.spaceclean.quickcleaner', 7 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.stardust.kissreader', 2 ad_requests with mean bid_floor 136.9; 1 sessions in app 'com.storymatrix.drama', 13 ad_requests with mean bid_floor 37.9; 2 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.tripledot.spades', 2 ad_requests with mean bid_floor 5.8; 3 sessions in app 'com.tripledot.woodoku', 15 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.zhangyue.read.ireaderth', 4 ad_requests with mean bid_floor 0.2; 1 sessions in app 'epicbooks.app.main', 6 ad_requests with mean bid_floor 0.9; 2 sessions in app 'fancysecurity.clean.battery.phonemaster', 37 ad_requests with mean bid_floor 2.6; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 4.1; 11 sessions in app 'in.playsimple.wordtrip', 54 ad_requests with mean bid_floor 29.3; 1 sessions in app 'shorts.entertainment.reel.video.tv.box', 1 ad_requests with mean bid_floor 6.0];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 52;channel is 'USA/I/bidmachine/com.tarot.ctsguide/False/703';time_since_click_in_hours is 53;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.736426529127964;partition is 2194
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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 'e02025c4-eac2-4acc-be56-87b3190fe688';uuid is 'b72c49a5-7670-40a1-af03-fcf8a1a4bd01';bid_timestamp is '2024-12-30 6:59:04';device_id is 'e02025c4-eac2-4acc-be56-87b3190fe688';biddate is '2024-12-30';country is 'USA';app is 'com.TikGames.DominoMaster';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 6.08712450327732;target_cpi is 6.41736181650594;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'TikGames LLC';seller_id is 371;content_type is 'i';bid_floor is 3.1906 ;min_floor is 3.1906 ;bidmachine_placement_value is 3.349131;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 259944 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.95;prior_theme_impressions_count is 8;prior_tag_clicks_count is 4 ;time_since_click is 260992;hour is '2024-12-30 06:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior is :[1 sessions in app 'com.CYC.CreateYourCuisine', 114 ad_requests with mean bid_floor 18.0; 9 sessions in app 'com.TikGames.DominoMaster', 516 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.fiogonia.spades', 5 ad_requests with mean bid_floor 7.4; 179 sessions in app 'com.miniclip.eightballpool', 1492 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.oareapp21.thingsameseek', 188 ad_requests with mean bid_floor 6.1; 14 sessions in app 'com.playvalve.ballsort', 2046 ad_requests with mean bid_floor 107.4, 4 impressions of adomain 'paramountplus.com' with mean price 1.2, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 1 impressions of adomain 'urw.com' with mean price 1.4, 1 impressions of adomain 'westfield.com' with mean price 1.1; 2 sessions in app 'com.youchen.happybarbecuelegend', 183 ad_requests with mean bid_floor 13.4; 4 sessions in app 'in.playsimple.wordtrip', 23 ad_requests with mean bid_floor 14.5; 24 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 417 ad_requests with mean bid_floor 2.3, 2 impressions of adomain 'acg.aaa.com' with mean price 0.4, 88 impressions of adomain 'adidas.com' with mean price 0.1, 22 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'anneklein.com' with mean price 0.3, 1 impressions of adomain 'app.boostr.com' with mean price 0.3, 1 impressions of adomain 'becomeateacher.com' with mean price 0.2, 1 impressions of adomain 'becu.org' with mean price 2.2, 4 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'corporate.exxonmobil.com' with mean price 0.4, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.0, 2 impressions of adomain 'gurunetwork.com' with mean price 0.0, 1 impressions of adomain 'looperverse.com' with mean price 0.3, 1 impressions of adomain 'mcdonalds.com' with mean price 0.3, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'meijer.com' with mean price 1.2, 1 impressions of adomain 'numerator.com' with mean price 0.0, 5 impressions of adomain 'officedepot.com' with mean price 0.1, 2 impressions of adomain 'onehourheatandair.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'pngaming.com' with mean price 0.4, 3 impressions of adomain 'pricelines.com' with mean price 0.0, 3 impressions of adomain 'riverscasino.com' with mean price 0.4, 4 impressions of adomain 'roblox.com' with mean price 0.1, 2 impressions of adomain 'schlage.com' with mean price 0.2, 1 impressions of adomain 'shell.com' with mean price 0.2, 4 impressions of adomain 'steelcase.com' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 4.1, 2 impressions of adomain 'unitedcenter.com' with mean price 0.4, 4 impressions of adomain 'walgreens.com' with mean price 0.5, 6 impressions of adomain 'windcreekcasino.com' with mean price 0.3, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'zipcar.com' with mean price 1.2; 126 sessions in app 'net.peakgames.mobile.spades.android', 7154 ad_requests with mean bid_floor 33.9, 1 impressions of adomain 'playtika.com' with mean price 10.9];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 72;channel is 'USA/I/bidmachine/com.TikGames.DominoMaster/False/371';time_since_click_in_hours is 72;fast_imp_12h is 4;fast_click_2h is 2;rnd is 0.658579467181896;partition is 2800
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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 '2964160e-92f3-4bb5-bc28-67e111138d79';uuid is '50b86b08-9151-46b0-b3be-e46086e23615';bid_timestamp is '2024-12-25 22:52:54';device_id is '2964160e-92f3-4bb5-bc28-67e111138d79';biddate is '2024-12-25';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 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 1.84817940644955;target_cpi is 1.87395651766754;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'LIHUHU MAX';seller_id is 230;content_type is 'ie';bid_floor is 0.53 ;min_floor is ;bidmachine_placement_value is 1.195489;placement_historical_value is 1.669099;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 164860 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.68;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is 16588643;hour is '2024-12-25 22:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[100 sessions in app 'and.matchgames.zenblossom', 26675 ad_requests with mean bid_floor 28.8, 2 impressions of adomain 'autotrader.com' with mean price 2.1, 1 impressions of adomain 'clicks.sayhi.co.za' with mean price 2.8, 1 impressions of adomain 'creditkarma.com' with mean price 4.4, 2 impressions of adomain 'espn.com' with mean price 2.1, 1 clicks of adomain 'linkedin.com', 5 impressions of adomain 'linkedin.com' with mean price 2.0, 1 impressions of adomain 'loopme.com' with mean price 4.0, 1 impressions of adomain 'panasonic.com' with mean price 3.7, 21 impressions of adomain 'pulte.com' with mean price 5.5, 1 impressions of adomain 'rivian.com' with mean price 2.9, 3 impressions of adomain 'salesforce.com' with mean price 4.4, 1 impressions of adomain 'vioc.com' with mean price 1.6, 1 impressions of adomain 'visitcos.com' with mean price 1.9; 1 sessions in app 'com.JibanPradhan.number.Merge2048.Puzzle', 78 ad_requests with mean bid_floor 6.1; 5 sessions in app 'com.balloon.master.cube.match', 88 ad_requests with mean bid_floor 2.9; 31 sessions in app 'com.blackout.spades', 9205 ad_requests with mean bid_floor 26.0, 25 impressions of adomain 'amazon.com' with mean price 0.3, 3 impressions of adomain 'arlo.com' with mean price 3.7, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'bose.com' with mean price 0.2, 1 impressions of adomain 'checkout51.com' with mean price 0.5, 1 impressions of adomain 'clorox.com' with mean price 0.3, 13 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dreamlandamusements.com' with mean price 0.5, 15 impressions of adomain 'duracell.com' with mean price 0.3, 3 impressions of adomain 'dyson.com' with mean price 0.2, 1 impressions of adomain 'edgepark.com' with mean price 1.7, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.4, 1 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'jamesmuseum.org' with mean price 0.3, 4 impressions of adomain 'lenovo.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'naturemade.com' with mean price 2.9, 1 impressions of adomain 'nestleusa.com' with mean price 0.2, 2 impressions of adomain 'newpub.co' with mean price 2.5, 6 impressions of adomain 'newpub.co/spades' with mean price 3.3, 3 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 2 impressions of adomain 'ozempic.com' with mean price 1.9, 1 impressions of adomain 'philips.com' with mean price 0.2, 3 impressions of adomain 'pluto.tv' with mean price 0.0, 1 clicks of adomain 'smuckers.com', 6 impressions of adomain 'smuckers.com' with mean price 3.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'vioc.com' with mean price 0.4, 2 impressions of adomain 'wellnesspetfood.com' with mean price 0.2; 2 sessions in app 'com.pangle.savebeer', 181 ad_requests with mean bid_floor 11.8; 1 sessions in app 'com.tile.match.puzzle.master', 14 ad_requests with mean bid_floor 13.1; 1 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 5.4; 38 sessions in app 'com.vitastudio.solitaire', 1830 ad_requests with mean bid_floor 68.8, 1 impressions of adomain '7-eleven.com' with mean price 0.1, 1 impressions of adomain 'adfreeway.com' with mean price 0.2, 5 impressions of adomain 'allergan.com' with mean price 0.3, 1 impressions of adomain 'alysbeach.com' with mean price 0.1, 10 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'astrazeneca.com' with mean price 0.1, 12 impressions of adomain 'autoinsurance.org' with mean price 0.2, 1 impressions of adomain 'baycare.org' with mean price 0.7, 6 impressions of adomain 'campingworld.com' with mean price 0.2, 1 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'coleparmer.com' with mean price 0.1, 1 impressions of adomain 'depend.com' with mean price 0.1, 4 impressions of adomain 'distrokid.com' with mean price 0.1, 1 impressions of adomain 'dnb.com' with mean price 0.3, 3 impressions of adomain 'duracell.com' with mean price 0.2, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'foodforthepoor.org' with mean price 0.2, 5 impressions of adomain 'frontier.com' with mean price 0.2, 1 impressions of adomain 'goodrx.com' with mean price 0.2, 4 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'grammarly.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hersheys.com' with mean price 0.3, 3 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'huggies.com' with mean price 0.2, 19 impressions of adomain 'ihealthlabs.com' with mean price 0.7, 8 impressions of adomain 'jetblue.com' with mean price 0.2, 1 impressions of adomain 'meiomi.com' with mean price 0.2, 3 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.9, 4 impressions of adomain 'onewheel.com' with mean price 0.1, 5 impressions of adomain 'operationsmile.org' with mean price 0.2, 5 impressions of adomain 'paycom.com' with mean price 0.2, 6 impressions of adomain 'philips.com' with mean price 0.2, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 1 impressions of adomain 'samsclub.com' with mean price 0.5, 6 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.3, 1 impressions of adomain 'scottbrand.com' with mean price 0.5, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.2, 3 impressions of adomain 'sling.com' with mean price 0.4, 1 impressions of adomain 'standardprocess.com' with mean price 0.4, 4 impressions of adomain 'subaru.com' with mean price 0.8, 1 impressions of adomain 'surveymonkey.com' with mean price 0.3, 5 impressions of adomain 'swarovski.com' with mean price 0.2, 3 impressions of adomain 'taxact.com' with mean price 0.2, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'unlock.com' with mean price 0.3, 1 impressions of adomain 'vioc.com' with mean price 0.1, 24 impressions of adomain 'walmart.com' with mean price 1.2; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 4.1; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 17 ad_requests with mean bid_floor 74.6, 2 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'coca-cola.com' with mean price 0.2, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.6; 73 sessions in app 'find.spot.fun.relax.difference', 5342 ad_requests with mean bid_floor 15.0, 14 impressions of adomain 'amazon.com' with mean price 0.3, 8 impressions of adomain 'coca-cola.com' with mean price 0.3, 6 impressions of adomain 'duracell.com' with mean price 0.1, 3 impressions of adomain 'dyson.com' with mean price 0.1, 1 impressions of adomain 'gnc.com' with mean price 0.5, 3 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 clicks of adomain 'nutrafol.com', 2 impressions of adomain 'nutrafol.com' with mean price 0.1, 3 impressions of adomain 'pandora.com' with mean price 0.0, 1 impressions of adomain 'qunol.com' with mean price 0.2, 2 impressions of adomain 'royalcanin.com' with mean price 0.1, 1 impressions of adomain 'vitamix.com' with mean price 0.3; 2 sessions in app 'in.playsimple.wordtrip', 36 ad_requests with mean bid_floor 13.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 45;channel is 'USA/I/bidmachine/and.matchgames.zenblossom/False/230';time_since_click_in_hours is 4608;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.226169849786285;partition is 3503
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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 '5fed2122-2eff-4af5-83c6-f3de73da0dfa';uuid is '43cb5bf1-864a-48e6-a5f7-a4745e1078a6';bid_timestamp is '2025-01-17 19:50:49';device_id is '5fed2122-2eff-4af5-83c6-f3de73da0dfa';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 3.392;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 730977 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 11;prior_tag_clicks_count is 7 ;time_since_click is 3144287;hour is '2025-01-17 19:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[2 sessions in app 'com.americasbestpics', 2 ad_requests with mean bid_floor 0.0; 144 sessions in app 'com.blackout.spades', 70155 ad_requests with mean bid_floor 27.5, 2 impressions of adomain 'admile.com' with mean price 0.3, 5 impressions of adomain 'airwick.us' with mean price 0.3, 58 impressions of adomain 'amazon.com' with mean price 1.4, 1 impressions of adomain 'andersontilesc.com' with mean price 0.6, 1 impressions of adomain 'andersonuniversity.edu' with mean price 2.2, 71 impressions of adomain 'att.com' with mean price 0.8, 1 impressions of adomain 'bigbuckspawntn.com' with mean price 0.4, 1 impressions of adomain 'bjs.com' with mean price 0.7, 3 impressions of adomain 'bog1.com' with mean price 0.6, 1 impressions of adomain 'boogiewipes.com' with mean price 0.4, 3 impressions of adomain 'callohiohome.com' with mean price 0.6, 8 impressions of adomain 'carolina.com' with mean price 1.3, 1 impressions of adomain 'caromonthealth.org' with mean price 0.5, 7 impressions of adomain 'click2cart.com' with mean price 0.5, 10 impressions of adomain 'clorox.com' with mean price 0.7, 5 impressions of adomain 'covergirl.com' with mean price 0.5, 2 impressions of adomain 'cyberpowersystems.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, 10 impressions of adomain 'duracell.com' with mean price 0.5, 1 impressions of adomain 'dyson.com' with mean price 0.8, 2 impressions of adomain 'energizer.com' with mean price 0.4, 1 impressions of adomain 'enterprisecarsales.com' with mean price 12.6, 12 impressions of adomain 'folgerscoffee.com' with mean price 0.5, 2 impressions of adomain 'furniturerow.com' with mean price 0.6, 1 impressions of adomain 'getrocketbook.com' with mean price 0.3, 3 impressions of adomain 'glade.com' with mean price 0.7, 5 impressions of adomain 'hp.com' with mean price 1.6, 7 impressions of adomain 'instagram.com' with mean price 0.5, 9 impressions of adomain 'internationalpaper.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 1.5, 2 impressions of adomain 'la-z-boy.com' with mean price 0.8, 3 impressions of adomain 'lets.shop' with mean price 0.7, 2 impressions of adomain 'liveatharmon.com' with mean price 0.2, 1 impressions of adomain 'mikmak.com' with mean price 1.2, 2 impressions of adomain 'mikmak.tv' with mean price 1.2, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.6, 1 impressions of adomain 'nctreework.com' with mean price 0.6, 1 impressions of adomain 'newellbrands.com' with mean price 0.6, 5 impressions of adomain 'newpub.co/spades' with mean price 3.4, 6 impressions of adomain 'nutrafol.com' with mean price 0.5, 5 impressions of adomain 'offerhives.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.9, 1 impressions of adomain 'ordercoldstone.com' with mean price 0.3, 16 impressions of adomain 'owllabs.com' with mean price 7.2, 1 clicks of adomain 'owllabs.com', 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 9 impressions of adomain 'pepsico.com' with mean price 0.6, 1 impressions of adomain 'pfeiffer.edu' with mean price 3.7, 2 impressions of adomain 'progressive.com' with mean price 0.6, 1 impressions of adomain 'pull-ups.com' with mean price 0.2, 3 impressions of adomain 'samhsa.gov' with mean price 0.6, 4 impressions of adomain 'samsung.com' with mean price 1.0, 2 impressions of adomain 'sleepcyclecenters.com' with mean price 0.2, 1 impressions of adomain 'sweetfrog.com' with mean price 0.7, 1 impressions of adomain 'torkusa.com' with mean price 0.4, 2 impressions of adomain 'twiningsusa.com' with mean price 0.5, 1 impressions of adomain 'unleashingourpotential.com' with mean price 0.9, 1 impressions of adomain 'visitcabarrus.com' with mean price 1.3, 5 impressions of adomain 'walmart.com' with mean price 0.2, 1 impressions of adomain 'windsorpoint.com' with mean price 0.8, 2 impressions of adomain 'wkkellogg.com' with mean price 0.3; 2 sessions in app 'com.bonnie.trafficescape', 8 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.bubbleshooter.popbubbles.collectcards', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.kjv.bible.now', 13 ad_requests with mean bid_floor 12.7; 2 sessions in app 'com.peoplefun.wordcross', 10 ad_requests with mean bid_floor 8.5; 4 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 3.1; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.6; 1 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 8.5; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 203;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 873;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.151977751282365;partition is 1308
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'fc4b4aba-51cf-4a55-ac89-2d7103de242b';uuid is '17eb802b-22fd-4590-a0b8-cbefcfc70e3f';bid_timestamp is '2025-01-14 0:36:22';device_id is 'fc4b4aba-51cf-4a55-ac89-2d7103de242b';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 4.14909425501712;target_cpi is 6.05807454671182;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 4.843263;third_party_bid_price is ;prior_tag_impressions_count is 22 ;time_since_impression is 30254 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.43;prior_theme_impressions_count is 22;prior_tag_clicks_count is 7 ;time_since_click is 417066;hour is '2025-01-14 00:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[1 sessions in app 'com.americasbestpics', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 11.6; 48 sessions in app 'com.gamovation.mahjongclub', 1268 ad_requests with mean bid_floor 8.8, 1 impressions of adomain 'acorn.tv' with mean price 0.2, 6 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'adobe.com' with mean price 0.0, 1 clicks of adomain 'amazon.com', 62 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'amcplus.com' with mean price 0.1, 1 impressions of adomain 'app.boostr.com' with mean price 0.2, 1 impressions of adomain 'autoinjury.com' with mean price 0.3, 1 impressions of adomain 'bitsight.com' with mean price 0.2, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 1 impressions of adomain 'brownandcrouppen.com' with mean price 0.2, 1 impressions of adomain 'bumble.com' with mean price 0.0, 1 impressions of adomain 'cash.app' with mean price 0.0, 1 impressions of adomain 'chipsahoy.com' with mean price 0.0, 6 impressions of adomain 'deltadentalmo.com' with mean price 0.2, 2 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dukecannon.com' with mean price 0.2, 2 impressions of adomain 'example.com' with mean price 0.4, 1 impressions of adomain 'fulfilnutrition.com' with mean price 0.0, 3 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.3, 1 impressions of adomain 'hillspet.com' with mean price 0.5, 2 impressions of adomain 'hizentra.com' with mean price 0.1, 3 impressions of adomain 'hoffmannbros.com' with mean price 0.4, 1 impressions of adomain 'iastate.edu' with mean price 0.4, 1 impressions of adomain 'illinoislottery.com' with mean price 0.1, 3 impressions of adomain 'indeed.com' with mean price 0.1, 1 impressions of adomain 'investructor.com' with mean price 0.0, 2 impressions of adomain 'jcpenny.com' with mean price 0.1, 2 impressions of adomain 'lenovo.com' with mean price 0.1, 7 impressions of adomain 'libertytax.com' with mean price 0.7, 2 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 6 impressions of adomain 'neabortionresources.org' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'oakevergames.com' with mean price 17.2, 1 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'one1brands.com' with mean price 0.1, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'pull-ups.com' with mean price 0.2, 1 impressions of adomain 'rankupwards.com' with mean price 0.0, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 10 impressions of adomain 'starz.com' with mean price 0.5, 2 impressions of adomain 'textnow.com' with mean price 4.8, 1 impressions of adomain 'usfoodsearch.com' with mean price 0.0, 1 impressions of adomain 'vetob.com' with mean price 0.0, 1 impressions of adomain 'vyvgart.com' with mean price 0.2, 1 impressions of adomain 'wbd.com' with mean price 0.2, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'woodhuston.com' with mean price 0.3, 1 impressions of adomain 'zwop.com' with mean price 0.0; 94 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3831 ad_requests with mean bid_floor 13.4, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 3.3, 1 impressions of adomain 'glowessentialsco.com' with mean price 3.9, 1 clicks of adomain 'glowessentialsco.com', 1 impressions of adomain 'google.com' with mean price 5.8, 3 impressions of adomain 'governorofpoker.com' with mean price 3.7, 2 clicks of adomain 'governorofpoker.com', 2 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 4.5, 10 clicks of adomain 'newpub.co/spades', 13 impressions of adomain 'newpub.co/spades' with mean price 4.6, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 2.4, 2 clicks of adomain 'tech.pokergaga.net', 4 impressions of adomain 'tech.pokergaga.net' with mean price 3.7, 1 impressions of adomain 'tiktok.com' with mean price 3.7, 17 clicks of adomain 'underdogfantasy.com', 30 impressions of adomain 'underdogfantasy.com' with mean price 5.1; 1 sessions in app 'com.tripledot.solitaire', 5 ad_requests with mean bid_floor 4.9; 3 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 7.5; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 33.9];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 8;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 116;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.00446954651087316;partition is 2463
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '18620774-a0fb-4458-b3c9-f78fb8504bc8';uuid is 'd38b38f9-26f0-4c1b-9cec-3064d8fd968e';bid_timestamp is '2025-01-06 15:00:57';device_id is '18620774-a0fb-4458-b3c9-f78fb8504bc8';biddate is '2025-01-06';country is 'USA';app is 'com.msg.boom.fortress.legends';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 0.615855444261593;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 0.031642;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 267247 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.3;prior_theme_impressions_count is 11;prior_tag_clicks_count is 7 ;time_since_click is 1116456;hour is '2025-01-06 15:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[17 sessions in app 'com.blackout.spades', 3935 ad_requests with mean bid_floor 25.7, 1 impressions of adomain 'allabouthae.com' with mean price 1.2, 18 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'checkout51.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'covergirl.com' with mean price 0.7, 1 impressions of adomain 'disney.com' with mean price 0.5, 5 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 5 impressions of adomain 'lodgesfortmill.com' with mean price 2.7, 3 impressions of adomain 'logitech.com' with mean price 9.2, 5 impressions of adomain 'maybelline.com' with mean price 0.4, 3 impressions of adomain 'nutrafol.com' with mean price 0.5, 2 impressions of adomain 'playtika.com' with mean price 27.1, 1 impressions of adomain 'refreshbrand.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'santanderus.com' with mean price 0.4, 1 impressions of adomain 'sennheiser.com' with mean price 0.4, 1 impressions of adomain 'sony.com' with mean price 5.7, 1 clicks of adomain 'sony.com', 1 impressions of adomain 'sweetfrog.com' with mean price 0.4, 1 impressions of adomain 'unicycive.com' with mean price 0.7; 5 sessions in app 'com.block.juggle', 43 ad_requests with mean bid_floor 11.4; 30 sessions in app 'com.dhzSoft.SuperBobbysAdventure', 1974 ad_requests with mean bid_floor 14.5; 10 sessions in app 'com.fiogonia.spades', 3119 ad_requests with mean bid_floor 25.2; 1 sessions in app 'com.gamovation.quickcheckers', 1 ad_requests with mean bid_floor 0.0; 12 sessions in app 'com.miniclip.eightballpool', 278 ad_requests with mean bid_floor 2.8, 1 clicks of adomain 'click2win4life.com', 2 impressions of adomain 'click2win4life.com' with mean price 6.6, 1 clicks of adomain 'flashrewards.co', 3 impressions of adomain 'flashrewards.co' with mean price 12.5, 1 impressions of adomain 'rewardzinga2.com' with mean price 7.5; 3 sessions in app 'com.ninhoelmatador.kiopell', 143 ad_requests with mean bid_floor 12.8; 2 sessions in app 'com.os.fc.gunforce.sidescrolling.shooter', 15 ad_requests with mean bid_floor 2.4; 14 sessions in app 'com.soulcompany.bubbleshooter.relaxing', 98 ad_requests with mean bid_floor 13.1; 11 sessions in app 'com.tripledot.solitaire', 1095 ad_requests with mean bid_floor 11.2, 8 impressions of adomain 'coca-cola.com' with mean price 1.1, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 1 impressions of adomain 'fcticlassaction.com' with mean price 0.5, 2 impressions of adomain 'hulu.com' with mean price 1.9, 1 impressions of adomain 'nuedextahcp.com' with mean price 0.4, 3 impressions of adomain 'orgovyx.com' with mean price 0.8, 1 impressions of adomain 'regalcardplay.com' with mean price 6.2, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.3; 1 sessions in app 'com.youchen.batchbouncyball', 59 ad_requests with mean bid_floor 15.5; 1 sessions in app 'net.apex_designs.payback2', 9 ad_requests with mean bid_floor 10.4; 10 sessions in app 'pl.lukok.draughts', 267 ad_requests with mean bid_floor 42.5];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 74;channel is 'USA/V/applovin/com.msg.boom.fortress.legends/False/117';time_since_click_in_hours is 310;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0196481284303884;partition is 4081
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '18335dd8-4a13-49b5-b3d2-c714a4a5bc13';uuid is '565cb235-9405-4beb-ad9e-178c1b91b3be';bid_timestamp is '2024-12-26 4:03:17';device_id is '18335dd8-4a13-49b5-b3d2-c714a4a5bc13';biddate is '2024-12-26';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.59481310162697;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 2.1465 ;min_floor is ;bidmachine_placement_value is 22.083333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 74 ;time_since_impression is 167942 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.41;prior_theme_impressions_count is 74;prior_tag_clicks_count is 17 ;time_since_click is 19284918;hour is '2024-12-26 04:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior is :[11 sessions in app 'air.com.games2win.internationalfashionstylist', 1555 ad_requests with mean bid_floor 35.0, 1 impressions of adomain 'awem.com' with mean price 4.1, 1 impressions of adomain 'samplesbuddy.com' with mean price 4.3; 1 sessions in app 'cc.bubble.family', 10 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.boosty2.android', 43 ad_requests with mean bid_floor 0.0; 9 sessions in app 'com.color.busfrenzy', 75 ad_requests with mean bid_floor 1.9; 192 sessions in app 'com.flybirdgames.adventureislandmerge', 4971 ad_requests with mean bid_floor 9.7, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 7.2; 23 sessions in app 'com.funcraft.whamzee', 1004 ad_requests with mean bid_floor 50.0, 12 impressions of adomain 'afcurgentcare.com' with mean price 0.2, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'asics.com' with mean price 0.0, 1 impressions of adomain 'conservativesforlowercarecosts.com' with mean price 0.5, 2 impressions of adomain 'coveredca.com' with mean price 0.1, 1 impressions of adomain 'garnierusa.com' with mean price 0.2, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'nowfoods.com' with mean price 0.3, 1 impressions of adomain 'pandora.com' with mean price 0.2, 4 impressions of adomain 'paramount.com' with mean price 0.4, 2 impressions of adomain 'pge.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0; 5 sessions in app 'com.hkjiuqu.motormaster3d', 305 ad_requests with mean bid_floor 12.0; 1 sessions in app 'com.muslimprayer.qiblafinder.qiblacompass', 1 ad_requests with mean bid_floor 133.3; 3 sessions in app 'com.neat.security.file', 51 ad_requests with mean bid_floor 6.1; 4 sessions in app 'com.one.downloader.function', 26 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.playvalve.spades', 9 ad_requests with mean bid_floor 23.8; 101 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3273 ad_requests with mean bid_floor 12.5, 4 impressions of adomain 'newpub.co/spades' with mean price 5.2, 2 impressions of adomain 'paramount.com' with mean price 2.1; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 3.6; 3 sessions in app 'com.trivia.star.android', 122 ad_requests with mean bid_floor 89.7; 1 sessions in app 'com.veraxen.ftd', 13 ad_requests with mean bid_floor 2.7; 6 sessions in app 'com.yk.fallingball', 365 ad_requests with mean bid_floor 16.4; 5 sessions in app 'farm.parking.game', 27 ad_requests with mean bid_floor 0.1; 2 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 15 ad_requests with mean bid_floor 1.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 3.1; 154 sessions in app 'io.randomco.travel', 6062 ad_requests with mean bid_floor 240.1; 1 sessions in app 'ske.arbc.we.neat', 2 ad_requests with mean bid_floor 5.9; 1 sessions in app 'spades.classic.card.game', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'word.riddles.guess.brain.test.tricky.puzzle.quiz.game.free', 16 ad_requests with mean bid_floor 11.7];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 46;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 5357;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.256634211403571;partition is 2959
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '591ef74c-49cb-4ad1-ba49-372082abb6f0';uuid is 'f74ba008-b676-45e3-95a0-f283e9432eb8';bid_timestamp is '2025-01-06 22:11:16';device_id is '591ef74c-49cb-4ad1-ba49-372082abb6f0';biddate is '2025-01-06';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 109.215010078533;target_cpi is 2.98060218676377;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 53;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 237346 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.49;prior_theme_impressions_count is 13;prior_tag_clicks_count is 10 ;time_since_click is 237344;hour is '2025-01-06 22:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[2 sessions in app 'closet.match.pair.matching.games', 84 ad_requests with mean bid_floor 70.2; 2 sessions in app 'com.car.parking.bus.mania.traffic.jam', 30 ad_requests with mean bid_floor 3.4, 1 impressions of adomain 'callapp.com' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1; 2 sessions in app 'com.color.busfrenzy', 30 ad_requests with mean bid_floor 5.3; 15 sessions in app 'com.logomaster.logomaker', 33 ad_requests with mean bid_floor 5.4; 2 sessions in app 'com.newpubco.spades', 21 ad_requests with mean bid_floor 17.6, 4 impressions of adomain 'amazon.com' with mean price 0.6, 3 impressions of adomain 'fanniemae.com' with mean price 0.4, 3 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.8, 1 impressions of adomain 'kaiserpermanente.org' with mean price 0.5, 3 impressions of adomain 'liveateastwood.com' with mean price 1.6, 2 impressions of adomain 'microsoft.com' with mean price 0.5, 1 impressions of adomain 'playsimple.in' with mean price 0.3, 1 impressions of adomain 'productmadness.com' with mean price 0.4, 1 impressions of adomain 'sentral.com' with mean price 0.7, 1 impressions of adomain 'slotomania.com' with mean price 0.9, 1 impressions of adomain 'tripledot.com' with mean price 0.4, 1 impressions of adomain 'zscaler.com' with mean price 0.9; 1 sessions in app 'com.noxgroup.game.pinrescue.android', 2 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.playvalve.spades', 29 ad_requests with mean bid_floor 88.5, 1 impressions of adomain 'dickssportinggoods.com' with mean price 0.5; 1 sessions in app 'com.solitaire.fish.klondike.card.aquarium', 69 ad_requests with mean bid_floor 16.5, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'cbp.gov' with mean price 0.4, 6 impressions of adomain 'dickssportinggoods.com' with mean price 0.3, 1 impressions of adomain 'hulu.com' with mean price 0.6, 1 impressions of adomain 'synovus.com' with mean price 0.4, 1 impressions of adomain 'textnow.com' with mean price 0.1; 16 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1255 ad_requests with mean bid_floor 11.3, 1 impressions of adomain 'mobilityware.com' with mean price 2.3, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 28.8, 1 clicks of adomain 'paramount.com', 1 impressions of adomain 'paramount.com' with mean price 5.9, 1 clicks of adomain 'pluto.tv', 1 impressions of adomain 'pluto.tv' with mean price 7.0, 1 impressions of adomain 'productmadness.com' with mean price 14.5, 3 clicks of adomain 'shein.com', 4 impressions of adomain 'shein.com' with mean price 21.3, 2 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 6.2; 1 sessions in app 'com.umi.feudlive', 6 ad_requests with mean bid_floor 355.8; 1 sessions in app 'kjvbible.verse.daily.bible.prayer', 2 ad_requests with mean bid_floor 5.2; 3 sessions in app 'nuts.sort.bolts.master', 70 ad_requests with mean bid_floor 30.6];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 65;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 66;fast_imp_12h is 4;fast_click_2h is 2;rnd is 0.919465697852397;partition is 2959
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '3d9bd588-7b85-4edf-a4f0-dac8cbecc361';uuid is '1749945d-116d-4bdc-9169-7da87e8017e0';bid_timestamp is '2025-01-15 3:33:41';device_id is '3d9bd588-7b85-4edf-a4f0-dac8cbecc361';biddate is '2025-01-15';country is 'USA';app is 'com.easybrain.crossword.puzzles';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 3.71;target_cpi is 0.926714646601951;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'i';bid_floor is 3.7 ;min_floor is ;bidmachine_placement_value is 300;placement_historical_value is 3.627129;third_party_bid_price is ;prior_tag_impressions_count is 34 ;time_since_impression is 88466 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.22;prior_theme_impressions_count is 34;prior_tag_clicks_count is 11 ;time_since_click is 1732562;hour is '2025-01-15 03:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[36 sessions in app 'com.easybrain.crossword.puzzles', 10742 ad_requests with mean bid_floor 13.1, 1 impressions of adomain 'addyi.com' with mean price 0.1, 35 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'americansforprosperity.org' with mean price 0.4, 1 impressions of adomain 'appquantum.com' with mean price 0.0, 1 impressions of adomain 'arlo.com' with mean price 0.1, 1 impressions of adomain 'bausch.com' with mean price 0.1, 6 impressions of adomain 'beiersdorf.com' with mean price 0.5, 4 impressions of adomain 'brukinsa.com' with mean price 0.1, 1 impressions of adomain 'campingworld.com' with mean price 0.1, 5 impressions of adomain 'chipsahoy.com' with mean price 0.4, 2 impressions of adomain 'chloraseptic.com' with mean price 0.7, 2 impressions of adomain 'clorox.com' with mean price 0.1, 22 impressions of adomain 'coca-cola.com' with mean price 0.6, 32 impressions of adomain 'cocacola.com' with mean price 0.0, 5 impressions of adomain 'connectionsacademy.com' with mean price 4.5, 1 impressions of adomain 'consumable.com' with mean price 0.0, 31 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'discoverphl.com' with mean price 0.1, 2 impressions of adomain 'discovery.com' with mean price 0.2, 43 impressions of adomain 'dollargeneral.com' with mean price 0.1, 3 impressions of adomain 'duke-energy.com' with mean price 0.1, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 2 impressions of adomain 'emoryhealthcare.org' with mean price 0.1, 1 impressions of adomain 'enhertu.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'futurescholar.com' with mean price 4.0, 1 impressions of adomain 'goodjobgames.com' with mean price 0.0, 1 impressions of adomain 'goodnites.com' with mean price 0.1, 4 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'governorofpoker.com' with mean price 3.8, 1 impressions of adomain 'greenhouse.com' with mean price 0.5, 5 impressions of adomain 'gurugame.ai' with mean price 0.0, 4 impressions of adomain 'haleon.com' with mean price 0.1, 26 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.2, 2 impressions of adomain 'iheart.com' with mean price 0.0, 3 impressions of adomain 'ingrezza.com' with mean price 0.2, 2 impressions of adomain 'instacart.com' with mean price 3.3, 1 impressions of adomain 'intuit.com' with mean price 0.1, 5 impressions of adomain 'izervay.com' with mean price 0.1, 1 impressions of adomain 'jmwood.com' with mean price 0.2, 6 impressions of adomain 'jtskia.com' with mean price 0.6, 2 impressions of adomain 'jtskiarockhill.com' with mean price 0.1, 4 impressions of adomain 'jynarque.com' with mean price 0.1, 3 impressions of adomain 'kitchenaid.com' with mean price 0.1, 1 impressions of adomain 'kleenex.com' with mean price 0.2, 2 impressions of adomain 'kohls.com' with mean price 0.1, 3 impressions of adomain 'libtayo.com' with mean price 0.1, 2 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 2 impressions of adomain 'lunsumio.com' with mean price 0.1, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 6 impressions of adomain 'metamucil.com' with mean price 0.8, 18 impressions of adomain 'michelobultra.com' with mean price 0.1, 4 impressions of adomain 'mintmobile.com' with mean price 0.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 5 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'monsterenergy.com' with mean price 0.1, 2 impressions of adomain 'mountvernon.org' with mean price 0.3, 1 impressions of adomain 'nabshow.com' with mean price 1.2, 1 impressions of adomain 'nationalgeographic.org' with mean price 4.0, 4 impressions of adomain 'nestle-watersna.com' with mean price 4.1, 3 impressions of adomain 'newpub.co/spades' with mean price 3.6, 1 impressions of adomain 'nioxin.com' with mean price 0.1, 1 impressions of adomain 'nm.org' with mean price 0.1, 3 impressions of adomain 'novonordisk-us.com' with mean price 0.5, 4 impressions of adomain 'numerator.com' with mean price 0.0, 3 impressions of adomain 'nutrafol.com' with mean price 0.1, 8 impressions of adomain 'ocrevus.com' with mean price 1.1, 1 impressions of adomain 'olay.com' with mean price 0.2, 15 impressions of adomain 'paramountplus.com' with mean price 0.3, 7 impressions of adomain 'paxlovid.com' with mean price 0.7, 4 impressions of adomain 'penguinrandomhouse.com' with mean price 0.1, 1 impressions of adomain 'pepsi.com' with mean price 0.1, 5 impressions of adomain 'pfizer.com' with mean price 4.9, 1 impressions of adomain 'playtika.com' with mean price 4.2, 12 impressions of adomain 'poise.com' with mean price 0.1, 4 impressions of adomain 'postconsumerbrands.com' with mean price 4.2, 1 impressions of adomain 'pravana.com' with mean price 0.2, 3 impressions of adomain 'prilosecotc.com' with mean price 0.8, 1 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 5 impressions of adomain 'quiktrip.com' with mean price 0.3, 2 impressions of adomain 'rockhillford.com' with mean price 0.1, 2 impressions of adomain 'rovio.com' with mean price 0.0, 2 impressions of adomain 'samsung.com' with mean price 0.9, 7 impressions of adomain 'scottbrand.com' with mean price 0.4, 2 impressions of adomain 'siriusxm.com' with mean price 0.0, 1 impressions of adomain 'skechers.com' with mean price 0.2, 1 impressions of adomain 'southwest.com' with mean price 0.1, 8 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'stellaartois.com' with mean price 0.2, 9 impressions of adomain 'subaru.com' with mean price 0.3, 1 impressions of adomain 'supertreat.net' with mean price 0.0, 1 impressions of adomain 'tapclicks.com' with mean price 0.5, 2 impressions of adomain 'textnow.com' with mean price 0.0, 3 impressions of adomain 'tiktok.com' with mean price 2.1, 1 impressions of adomain 'traveltexas.com' with mean price 0.4, 6 impressions of adomain 'trisadhd.com' with mean price 1.3, 54 impressions of adomain 'tsa.gov' with mean price 0.4, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 5 impressions of adomain 'velphoro.us' with mean price 0.2, 38 impressions of adomain 'walmart.com' with mean price 0.2, 4 impressions of adomain 'woodmenlife.com' with mean price 0.6, 2 impressions of adomain 'workoutanytime.com' with mean price 0.6, 1 impressions of adomain 'xponential.org' with mean price 0.8; 6 sessions in app 'com.iscoolentertainment.word.flip', 22 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.littleengine.wordpal', 71 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.marble.match.blast.shooter', 3 ad_requests with mean bid_floor 5.7; 51 sessions in app 'com.mattel163.phase10', 2210 ad_requests with mean bid_floor 1.4, 2 clicks of adomain 'avidly.com', 3 impressions of adomain 'avidly.com' with mean price 5.0, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 7.8, 2 clicks of adomain 'temu.com', 4 impressions of adomain 'temu.com' with mean price 8.6; 2 sessions in app 'com.pieyel.scrabble', 112 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'metamucil.com' with mean price 0.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 5.5, 2 impressions of adomain 'subaru.com' with mean price 0.6; 1 sessions in app 'com.spotlight.languinis', 1 ad_requests with mean bid_floor 19.6; 3 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 5.0; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 5.1; 26 sessions in app 'se.maginteractive.worddomination', 80 ad_requests with mean bid_floor 6.3; 28 sessions in app 'se.maginteractive.wordzee', 217 ad_requests with mean bid_floor 10.8];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 24;channel is 'USA/I/bidmachine/com.easybrain.crossword.puzzles/False/33';time_since_click_in_hours is 481;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.851029679966574;partition is 1904
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '35559b03-5ccb-4e9e-ad8c-ec6459f0c48b';uuid is 'bf4296aa-fcf1-432b-9327-c2a5441160b0';bid_timestamp is '2025-01-12 13:21:57';device_id is '35559b03-5ccb-4e9e-ad8c-ec6459f0c48b';biddate is '2025-01-12';country is 'USA';app is 'com.upapp.dreamtunes';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 6.26843665331102;target_cpi is 2;campaign is 57517;creative_id is 229142;session_duration is 25 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 3.5;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-12 13:00:00+00:00';day_of_week is '6';os_version is 11;user_behavior is :[2 sessions in app 'antivirus.viruscleaner.phonesecurity.booster', 26 ad_requests with mean bid_floor 0.2; 8 sessions in app 'com.PolishGames.FarmPlease', 117 ad_requests with mean bid_floor 0.1; 4 sessions in app 'com.RealGC.eurobus', 25 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.benjaminwidawski.loldle', 15 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.fashion.girls.makeup.games.halloweenmakeupgames.spookymakeover.pumpkinprincess', 6 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.hendiapp.mazespin', 12 ad_requests with mean bid_floor 0.1; 2 sessions in app 'com.hendiapp.strategicblocks', 38 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.puzzleplanetstudio.traffic.escape.city.rush', 11 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.rb.us.oiltanker.transport.offroad.cargo.truckdriving.simulator.game', 14 ad_requests with mean bid_floor 0.3; 2 sessions in app 'com.sjnservices.techApp', 7 ad_requests with mean bid_floor 0.2; 3 sessions in app 'com.snapbreak.escapemachinecity2', 42 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.subappsstudio.jumpquest', 16 ad_requests with mean bid_floor 0.4; 10 sessions in app 'com.superplaystudios.dicedreams', 12 ad_requests with mean bid_floor 14.7; 2 sessions in app 'com.ta.spider.fighting.herogames', 28 ad_requests with mean bid_floor 0.6; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.trustedsoft.tileshop', 4 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.upapp.balloonchaos', 25 ad_requests with mean bid_floor 1.1; 3 sessions in app 'com.upapp.dreamtunes', 34 ad_requests with mean bid_floor 0.5; 5 sessions in app 'com.upapp.vectorwallpaper', 50 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/com.upapp.dreamtunes/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.98413156793068;partition is 2626
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '1993aa0d-29b6-4b01-8ddc-c9daa53656a7';uuid is 'd455f304-91c1-4cc2-980a-7067e77159e2';bid_timestamp is '2025-01-12 11:21:19';device_id is '1993aa0d-29b6-4b01-8ddc-c9daa53656a7';biddate is '2025-01-12';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 1.72095202327753;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 67.84;placement_historical_value is 4.96716;third_party_bid_price is ;prior_tag_impressions_count is 88 ;time_since_impression is 82259 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.25;prior_theme_impressions_count is 88;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-12 11:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 1 ad_requests with mean bid_floor 4.4; 173 sessions in app 'com.blackout.spades', 371902 ad_requests with mean bid_floor 26.3, 2 impressions of adomain '7-eleven.com' with mean price 0.6, 3 impressions of adomain 'about' with mean price 0.9, 12 impressions of adomain 'acorn.tv' with mean price 0.5, 6 impressions of adomain 'advanticehealth.com' with mean price 0.3, 28 impressions of adomain 'airwick.us' with mean price 0.3, 2 impressions of adomain 'alkaseltzerplus.com' with mean price 1.2, 4 impressions of adomain 'all-laundry.com' with mean price 0.2, 321 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'amcplus.com' with mean price 0.3, 2 impressions of adomain 'app.boostr.com' with mean price 0.3, 24 impressions of adomain 'ariat.com' with mean price 0.5, 33 impressions of adomain 'arlo.com' with mean price 3.0, 1 impressions of adomain 'atlasbutler.com' with mean price 0.9, 144 impressions of adomain 'att.com' with mean price 0.7, 1 impressions of adomain 'aveeno.com' with mean price 0.3, 4 impressions of adomain 'baleaf.com' with mean price 0.3, 1 impressions of adomain 'beachsidehospitalityevents.com' with mean price 1.3, 1 impressions of adomain 'bemismfg.com' with mean price 0.2, 2 impressions of adomain 'biofreeze.com' with mean price 0.4, 4 impressions of adomain 'bissell.com' with mean price 0.8, 9 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 9 impressions of adomain 'bridgeschc.com' with mean price 0.2, 1 impressions of adomain 'britishairways.com' with mean price 0.4, 34 impressions of adomain 'brother-usa.com' with mean price 0.4, 3 impressions of adomain 'caffeborboneamerica.com' with mean price 0.3, 5 impressions of adomain 'carhartt.com' with mean price 0.4, 2 impressions of adomain 'cash.app' with mean price 0.0, 5 impressions of adomain 'celestialseasonings.com' with mean price 0.6, 1 impressions of adomain 'cerave.com' with mean price 0.2, 1 impressions of adomain 'chelanfresh.com' with mean price 0.8, 2 impressions of adomain 'chickenofthesea.com' with mean price 0.2, 2 impressions of adomain 'childsfarm.com' with mean price 0.2, 1 impressions of adomain 'choosecmsd.org' with mean price 0.6, 1 impressions of adomain 'churchdwight.com' with mean price 0.3, 5 impressions of adomain 'clevelandclinic.org' with mean price 5.9, 83 impressions of adomain 'clorox.com' with mean price 0.4, 2 impressions of adomain 'coldstonecreamery.com' with mean price 0.5, 3 impressions of adomain 'colombolaw.com' with mean price 0.2, 11 impressions of adomain 'communitycoffee.com' with mean price 0.4, 2 impressions of adomain 'corcept.com' with mean price 0.6, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'cuisinart.com' with mean price 0.2, 1 impressions of adomain 'dapplebaby.com' with mean price 0.7, 1 impressions of adomain 'daveshotchicken.com' with mean price 0.2, 28 impressions of adomain 'depend.com' with mean price 0.3, 7 impressions of adomain 'discovery.com' with mean price 0.7, 35 impressions of adomain 'disneyplus.com' with mean price 0.3, 7 impressions of adomain 'doordash.com' with mean price 0.3, 4 impressions of adomain 'drinkhint.com' with mean price 0.2, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.5, 4 impressions of adomain 'drreddys.com' with mean price 0.6, 8 impressions of adomain 'dymatize.com' with mean price 2.3, 11 impressions of adomain 'dyson.com' with mean price 0.4, 1 impressions of adomain 'elanco.com' with mean price 0.4, 1 impressions of adomain 'elanco.us' with mean price 0.6, 1 impressions of adomain 'evolutionfresh.com' with mean price 0.2, 2 impressions of adomain 'example.com' with mean price 0.2, 113 impressions of adomain 'famous-supply.com' with mean price 0.2, 6 impressions of adomain 'ferrarausa.com' with mean price 0.2, 1 impressions of adomain 'fisglobal.com' with mean price 0.2, 5 impressions of adomain 'fla-keys.com' with mean price 0.2, 1 impressions of adomain 'gaiam.com' with mean price 0.3, 10 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'gardenoflife.com' with mean price 0.4, 3 impressions of adomain 'gildanbrands.com' with mean price 0.2, 12 impressions of adomain 'google.com' with mean price 0.3, 2 impressions of adomain 'gopro.com' with mean price 2.3, 1 impressions of adomain 'gorillatough.com' with mean price 0.3, 1 impressions of adomain 'hachettebookgroup.com' with mean price 0.5, 1 impressions of adomain 'havertys.com' with mean price 0.2, 1 impressions of adomain 'hellostretch.com' with mean price 0.2, 3 impressions of adomain 'hickorynetwork.com' with mean price 0.6, 9 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'homes.com' with mean price 1.1, 9 impressions of adomain 'hoover.com' with mean price 0.2, 18 impressions of adomain 'hormelfoods.com' with mean price 0.6, 1 impressions of adomain 'hsbc.com' with mean price 0.4, 1 impressions of adomain 'huggies.com' with mean price 0.2, 4 impressions of adomain 'hylands.com' with mean price 0.2, 3 impressions of adomain 'hyundaiusa.com' with mean price 0.9, 1 impressions of adomain 'info.careforth.com' with mean price 5.5, 1 impressions of adomain 'instagram.com' with mean price 0.3, 3 impressions of adomain 'kay.com' with mean price 0.4, 7 impressions of adomain 'kelloggs.com' with mean price 1.3, 5 impressions of adomain 'kenraprofessional.com' with mean price 0.2, 17 impressions of adomain 'kindsnacks.com' with mean price 0.3, 10 impressions of adomain 'kohler.com' with mean price 0.3, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 0.3, 3 impressions of adomain 'la-z-boy.com' with mean price 0.3, 10 impressions of adomain 'lakewoodtireandauto.net' with mean price 0.4, 12 impressions of adomain 'lenovo.com' with mean price 0.3, 2 impressions of adomain 'liquid-iv.com' with mean price 0.2, 2 impressions of adomain 'liquiddeath.com' with mean price 0.4, 1 impressions of adomain 'loopme.com' with mean price 2.5, 4 impressions of adomain 'magairports.com' with mean price 0.3, 1 impressions of adomain 'marcus.com' with mean price 0.1, 4 impressions of adomain 'mattel.com' with mean price 0.3, 2 impressions of adomain 'matthewswallanchor.com' with mean price 0.4, 5 impressions of adomain 'mcafee.com' with mean price 0.2, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 8 impressions of adomain 'mdanderson.org' with mean price 2.0, 1 impressions of adomain 'mha.ohio.gov' with mean price 1.0, 1 impressions of adomain 'michaeljfox.org' with mean price 0.8, 4 impressions of adomain 'mikmak.com' with mean price 0.9, 1 impressions of adomain 'mikmak.tv' with mean price 0.8, 18 impressions of adomain 'milkbone.com' with mean price 0.3, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 1 impressions of adomain 'mrhero.com' with mean price 0.4, 5 impressions of adomain 'myserenitykids.com' with mean price 0.2, 2 impressions of adomain 'naturemade.com' with mean price 2.2, 1 impressions of adomain 'naturessunshine.com' with mean price 0.4, 2 impressions of adomain 'naturestrove.com' with mean price 0.2, 2 impressions of adomain 'nectarsleep.com' with mean price 0.2, 2 impressions of adomain 'nestleusa.com' with mean price 0.4, 6 impressions of adomain 'newpub.co' with mean price 7.1, 21 impressions of adomain 'newpub.co/spades' with mean price 2.1, 6 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 2 impressions of adomain 'nordvpn.com' with mean price 0.1, 12 impressions of adomain 'nurtec.com' with mean price 2.7, 52 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'nyxcosmetics.com' with mean price 0.2, 4 impressions of adomain 'oldtrail.org' with mean price 0.4, 1 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.2, 1 impressions of adomain 'oneaday.com' with mean price 1.5, 2 impressions of adomain 'optimumnutrition.com' with mean price 0.4, 3 impressions of adomain 'ordercoldstone.com' with mean price 1.9, 1 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'osu.edu' with mean price 0.8, 9 impressions of adomain 'paramountplus.com' with mean price 0.4, 3 impressions of adomain 'paulmitchell.com' with mean price 0.3, 4 impressions of adomain 'peets.com' with mean price 0.2, 1 impressions of adomain 'penn-station.com' with mean price 0.4, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 14 impressions of adomain 'pepsico.com' with mean price 0.3, 1 impressions of adomain 'perdue.com' with mean price 9.4, 1 impressions of adomain 'persilproclean.com' with mean price 0.2, 5 impressions of adomain 'pfister.com' with mean price 0.3, 3 impressions of adomain 'pluto.tv' with mean price 0.1, 2 impressions of adomain 'poise.com' with mean price 0.4, 5 impressions of adomain 'ponds.com' with mean price 0.3, 3 impressions of adomain 'postconsumerbrands.com' with mean price 0.2, 11 impressions of adomain 'powerofresolve.com' with mean price 0.2, 9 impressions of adomain 'prestigebrands.com' with mean price 0.2, 6 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'pull-ups.com' with mean price 0.3, 1 impressions of adomain 'qualityplumbingdrain.com' with mean price 0.3, 1 impressions of adomain 'qunol.com' with mean price 0.4, 1 impressions of adomain 'rangeusa.com' with mean price 0.4, 7 impressions of adomain 'remax.com' with mean price 0.3, 1 impressions of adomain 'rsgutterservices.com' with mean price 0.4, 8 impressions of adomain 'samhsa.gov' with mean price 1.5, 4 impressions of adomain 'samsung.com' with mean price 1.3, 7 impressions of adomain 'santanderus.com' with mean price 0.3, 2 impressions of adomain 'schwarzkopf.com' with mean price 0.3, 1 impressions of adomain 'serviceexpress.com' with mean price 0.2, 2 impressions of adomain 'sexyhair.com' with mean price 0.3, 2 impressions of adomain 'sfbaycoffee.com' with mean price 0.3, 9 impressions of adomain 'simplemills.com' with mean price 3.9, 6 impressions of adomain 'sleepnumber.com' with mean price 0.3, 3 impressions of adomain 'slimjim.com' with mean price 0.3, 12 impressions of adomain 'smuckers.com' with mean price 2.8, 15 impressions of adomain 'solaray.com' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 3 impressions of adomain 'sony.com' with mean price 4.5, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 2.1, 2 impressions of adomain 'speedway.com' with mean price 0.4, 2 impressions of adomain 'standardprocess.com' with mean price 0.3, 24 impressions of adomain 'starbucks.com' with mean price 0.0, 9 impressions of adomain 'starz.com' with mean price 0.4, 2 impressions of adomain 'subaru.com' with mean price 1.2, 1 impressions of adomain 'summahealth.org' with mean price 0.5, 3 impressions of adomain 'teamhmwwins.com' with mean price 0.4, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'thecapitalrealty.info' with mean price 0.6, 1 impressions of adomain 'theraworx.com' with mean price 0.3, 2 impressions of adomain 'thesinclairliving.com' with mean price 0.5, 6 impressions of adomain 'thisiscleveland.com' with mean price 0.3, 2 impressions of adomain 'treecityhomesales.com' with mean price 0.3, 2 impressions of adomain 'twiningsusa.com' with mean price 0.3, 2 impressions of adomain 'ubykotex.com' with mean price 0.3, 1 impressions of adomain 'unicycive.com' with mean price 0.3, 1 impressions of adomain 'vanguard.com' with mean price 0.2, 8 impressions of adomain 'victorallen.com' with mean price 0.2, 1 impressions of adomain 'vitalnutrients.net' with mean price 0.3, 2 impressions of adomain 'vtama.com' with mean price 0.4, 3 impressions of adomain 'vytalogy.com' with mean price 0.7, 1 impressions of adomain 'vyvgart.com' with mean price 0.5, 4 impressions of adomain 'wbd.com' with mean price 0.4, 5 impressions of adomain 'webmd.com' with mean price 1.7, 1 impressions of adomain 'wegovy.com' with mean price 0.3, 1 impressions of adomain 'wellnesspetfood.com' with mean price 0.2, 3 impressions of adomain 'wellsfargo.com' with mean price 0.2, 7 impressions of adomain 'wildplanetfoods.com' with mean price 0.2, 2 impressions of adomain 'wiley.com' with mean price 0.2, 1 impressions of adomain 'wipfli.com' with mean price 2.3, 5 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'yahoo.com' with mean price 0.3, 12 impressions of adomain 'yogiproducts.com' with mean price 0.5, 3 impressions of adomain 'yorktownserviceplaza.com' with mean price 0.4, 1 impressions of adomain 'zales.com' with mean price 0.4, 1 impressions of adomain 'zavzpret.com' with mean price 1.6; 3 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 1.9; 5 sessions in app 'com.king.wifimeter.signalstrength.dp', 5 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.peoplefun.wordcross', 42 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 5.8; 17 sessions in app 'com.soulcompany.bubbleshooter.relaxing', 88 ad_requests with mean bid_floor 10.5; 1 sessions in app 'com.trending.tik.tap.game.challenge', 2 ad_requests with mean bid_floor 85.1; 9 sessions in app 'com.tripledot.woodoku', 27 ad_requests with mean bid_floor 4.7; 2 sessions in app 'com.wordgame.words.connect', 38 ad_requests with mean bid_floor 9.3; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 7.8; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 5.3; 2 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 4.6; 16 sessions in app 'in.playsimple.wordtrip', 104 ad_requests with mean bid_floor 11.2; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 6.3];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 22;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.262710406254097;partition is 2674
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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 '849dbb47-90db-468a-ab51-88fb29f16096';uuid is '71df4f7d-6be7-4787-b413-1f248f7f1a00';bid_timestamp is '2025-01-13 0:47:51';device_id is '849dbb47-90db-468a-ab51-88fb29f16096';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 28.9319207353329;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 111397 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.82;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is 111535;hour is '2025-01-13 00:00:00+00:00';day_of_week is '0';os_version is 11;user_behavior is :[1 sessions in app 'bloodsugar.diabetes.pressuretraker', 1 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.blackout.spades', 527 ad_requests with mean bid_floor 41.5, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 28.9, 4 impressions of adomain 'samsung.com' with mean price 0.7; 12 sessions in app 'com.car.parking.bus.mania.traffic.jam', 166 ad_requests with mean bid_floor 2.2, 1 impressions of adomain 'applockp.top' with mean price 0.0, 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 32.6, 1 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 1 sessions in app 'com.color.busfrenzy', 13 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.histudiogames.wordserenityg', 33 ad_requests with mean bid_floor 11.2; 1 sessions in app 'com.newpubco.klondikesolitaire', 18 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'hy-vee.com' with mean price 0.6, 2 impressions of adomain 'kindsnacks.com' with mean price 0.4, 2 impressions of adomain 'mars.com' with mean price 0.4, 1 impressions of adomain 'mccormick.com' with mean price 0.7, 2 impressions of adomain 'oldspice.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'progressive.com' with mean price 0.7; 1 sessions in app 'com.staplegames.blocksClassicSGGP', 2 ad_requests with mean bid_floor 56.5; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.2; 27 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 433 ad_requests with mean bid_floor 3.6, 5 impressions of adomain 'adidas.com' with mean price 0.1, 6 impressions of adomain 'amazon.com' with mean price 0.3, 3 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'boydgaming.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.0, 4 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'hims.com' with mean price 0.4, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 5 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'renewalbyandersen.com' with mean price 0.3, 2 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 6 impressions of adomain 'walgreens.com' with mean price 0.5, 3 impressions of adomain 'wkkellogg.com' with mean price 0.1; 1 sessions in app 'od_16145', 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 30;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 31;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.523423166562784;partition is 7
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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 '466f6bf8-25c5-4b76-9294-bdb774b54a64';uuid is '59980cda-1a01-4bc6-8e71-cb6d4dc18d39';bid_timestamp is '2024-12-17 2:44:38';device_id is '466f6bf8-25c5-4b76-9294-bdb774b54a64';biddate is '2024-12-17';country is 'USA';app is 'com.vincentb.MobControl';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 98.0171910487115;target_cpi is 158.163836964688;campaign is 57537;creative_id is 229142;session_duration is 0 ;seller_name is 'Voodoo MAX';seller_id is 170;content_type is 'vie';bid_floor is 13.634 ;min_floor is 0.0106 ;bidmachine_placement_value is 10.624518;placement_historical_value is 9.887806;third_party_bid_price is 13.634;prior_tag_impressions_count is 4 ;time_since_impression is 264096 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 0.61;prior_theme_impressions_count is 4;prior_tag_clicks_count is 1 ;time_since_click is 430569;hour is '2024-12-17 02:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[11 sessions in app 'com.astarsoftware.euchre', 706 ad_requests with mean bid_floor 28.4; 2 sessions in app 'com.bbumgames.opa', 79 ad_requests with mean bid_floor 5.8, 2 clicks of adomain 'creditkarma.com', 5 impressions of adomain 'creditkarma.com' with mean price 48.2; 1 sessions in app 'com.bbumgames.rummystars', 19 ad_requests with mean bid_floor 6.4; 23 sessions in app 'com.blackout.match3', 937 ad_requests with mean bid_floor 6.0, 19 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'admile.com' with mean price 0.3, 1 impressions of adomain 'adobe.com' with mean price 0.2, 2 impressions of adomain 'albert.com' with mean price 0.6, 1 impressions of adomain 'alkaseltzerplus.com' with mean price 0.5, 23 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'att.com' with mean price 0.5, 1 impressions of adomain 'audible.com' with mean price 0.4, 1 impressions of adomain 'baleaf.com' with mean price 0.2, 4 impressions of adomain 'bestbuy.com' with mean price 0.3, 20 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bidease.com' with mean price 0.2, 2 impressions of adomain 'bidease.com_101931' with mean price 0.0, 1 impressions of adomain 'casino.draftkings.com' with mean price 0.3, 1 impressions of adomain 'casino.fanduel.com' with mean price 9.6, 3 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 3 impressions of adomain 'clorox.com' with mean price 0.3, 31 impressions of adomain 'creditkarma.com' with mean price 23.5, 6 clicks of adomain 'creditkarma.com', 3 impressions of adomain 'crypto.com' with mean price 0.0, 2 impressions of adomain 'dave.com' with mean price 3.5, 2 impressions of adomain 'discovery.com' with mean price 0.2, 5 clicks of adomain 'draftkings.com', 29 impressions of adomain 'draftkings.com' with mean price 37.0, 1 impressions of adomain 'dramabox.com' with mean price 0.1, 2 impressions of adomain 'dripdrop.com' with mean price 1.1, 1 impressions of adomain 'empower.me' with mean price 0.2, 2 impressions of adomain 'freecash.com' with mean price 0.2, 3 impressions of adomain 'generalmills.com' with mean price 0.2, 1 impressions of adomain 'getjackblack.com' with mean price 0.2, 5 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'greatstarttoquality.org' with mean price 0.4, 4 impressions of adomain 'gunlakecasino.com' with mean price 0.4, 2 impressions of adomain 'haleon.com' with mean price 0.3, 5 impressions of adomain 'indeed.com' with mean price 0.2, 5 impressions of adomain 'jaquarealtors.com' with mean price 0.3, 1 impressions of adomain 'jccmi.edu' with mean price 0.4, 2 impressions of adomain 'kashkick.com' with mean price 0.3, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'mackenzie-childs.com' with mean price 1.5, 2 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 0.1, 4 impressions of adomain 'medscape.org' with mean price 0.2, 10 impressions of adomain 'megafortuna.co' with mean price 0.2, 2 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'mrmoxeys.com' with mean price 0.8, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'pepsico.com' with mean price 0.5, 1 impressions of adomain 'pngaming.com' with mean price 0.2, 1 impressions of adomain 'pricelines.com' with mean price 0.1, 2 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'purina.com' with mean price 0.2, 1 impressions of adomain 'refreshbrand.com' with mean price 0.2, 1 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'rovio.com' with mean price 0.0, 1 impressions of adomain 'sanofi.com' with mean price 0.3, 2 impressions of adomain 'scrambly.io' with mean price 0.1, 1 impressions of adomain 'self.inc' with mean price 0.3, 1 impressions of adomain 'simplebro.co' with mean price 0.1, 2 impressions of adomain 'starbucks.com' with mean price 0.2, 2 impressions of adomain 'starz.com' with mean price 0.4, 1 impressions of adomain 'superplay.co' with mean price 0.2, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 8 impressions of adomain 'temu.com' with mean price 0.1, 2 impressions of adomain 'textnow.com' with mean price 0.1, 4 impressions of adomain 'ultimahealth.com' with mean price 0.3, 2 impressions of adomain 'umbra.com' with mean price 0.2, 4 impressions of adomain 'us.betrivers.net' with mean price 0.1, 4 impressions of adomain 'uti.edu' with mean price 0.8, 29 impressions of adomain 'voodoo.io' with mean price 0.2, 1 impressions of adomain 'walkersgameear.com' with mean price 0.3, 2 impressions of adomain 'webmd.com' with mean price 0.6; 11 sessions in app 'com.bonnie.trafficescape', 831 ad_requests with mean bid_floor 7.3, 1 impressions of adomain '288sb.com' with mean price 0.2, 1 impressions of adomain 'aletenutrition.com' with mean price 0.1, 30 impressions of adomain 'amazon.com' with mean price 0.2, 5 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.3, 3 impressions of adomain 'clorox.com' with mean price 0.3, 4 impressions of adomain 'coca-colacompany.com' with mean price 0.7, 1 clicks of adomain 'creditkarma.com', 5 impressions of adomain 'creditkarma.com' with mean price 9.5, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'goya.com' with mean price 0.1, 1 impressions of adomain 'greenridge.com' with mean price 0.2, 2 impressions of adomain 'gusto.com' with mean price 2.3, 4 impressions of adomain 'jaquarealtors.com' with mean price 0.2, 1 impressions of adomain 'jeld-wen.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'lundbeck.com' with mean price 0.2, 1 impressions of adomain 'medline.com' with mean price 0.3, 1 impressions of adomain 'miambulance.org' with mean price 0.2, 3 impressions of adomain 'michiganlottery.com' with mean price 0.1, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'murka.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.2, 4 impressions of adomain 'nutrafol.com' with mean price 0.1, 5 impressions of adomain 'nutramaxlabs.com' with mean price 0.1, 1 impressions of adomain 'oneaday.com' with mean price 0.4, 4 impressions of adomain 'peacocktv.com' with mean price 0.2, 3 impressions of adomain 'pepsico.com' with mean price 0.2, 4 impressions of adomain 'philips.com' with mean price 0.1, 4 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'simplyhatfield.com' with mean price 0.6, 14 impressions of adomain 'starbucks.com' with mean price 0.2, 7 impressions of adomain 'starz.com' with mean price 0.3, 1 impressions of adomain 'superplay.co' with mean price 0.2, 1 impressions of adomain 'theralogix.com' with mean price 0.1, 3 impressions of adomain 'umbra.com' with mean price 0.1, 34 impressions of adomain 'voodoo.io' with mean price 0.3, 3 impressions of adomain 'vyepti.com' with mean price 0.3, 1 impressions of adomain 'weightwatchers.com' with mean price 2.1; 33 sessions in app 'com.fugo.wow', 3557 ad_requests with mean bid_floor 16.7, 2 impressions of adomain 'airproducts.com' with mean price 0.8, 1 impressions of adomain 'albert.com' with mean price 0.7, 1 impressions of adomain 'amazon.com' with mean price 1.0, 5 impressions of adomain 'bluebuffalo.com' with mean price 3.4, 2 impressions of adomain 'coca-cola.com' with mean price 1.4, 16 clicks of adomain 'creditkarma.com', 50 impressions of adomain 'creditkarma.com' with mean price 22.3, 1 impressions of adomain 'discover.com' with mean price 1.6, 20 clicks of adomain 'draftkings.com', 49 impressions of adomain 'draftkings.com' with mean price 34.2, 1 impressions of adomain 'dripdrop.com' with mean price 0.8, 1 impressions of adomain 'finishdishwashing.com' with mean price 0.6, 2 impressions of adomain 'hulu.com' with mean price 1.2, 1 impressions of adomain 'libtayo.com' with mean price 0.7, 1 impressions of adomain 'ling-ling.com' with mean price 0.7, 5 impressions of adomain 'lundbeck.com' with mean price 0.8, 1 impressions of adomain 'medscapelive.org' with mean price 2.2, 1 impressions of adomain 'miambulance.org' with mean price 1.2, 2 impressions of adomain 'miracle-ear.com' with mean price 0.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 3 impressions of adomain 'oceanspray.com' with mean price 0.5, 14 impressions of adomain 'popeyes.com' with mean price 0.8, 44 impressions of adomain 'simplyorangejuice.com' with mean price 2.2, 2 impressions of adomain 'sling.com' with mean price 0.3, 5 impressions of adomain 'starbucks.com' with mean price 0.9, 2 impressions of adomain 'thetradedesk.com' with mean price 0.5, 1 impressions of adomain 'uofmhealthsparrow.org' with mean price 2.5, 4 impressions of adomain 'vicks.com' with mean price 0.7, 9 clicks of adomain 'voodoo.io', 24 impressions of adomain 'voodoo.io' with mean price 10.6, 6 impressions of adomain 'walmart.com' with mean price 0.9, 17 impressions of adomain 'webmd.com' with mean price 1.1; 2 sessions in app 'com.funcell.trashinc', 13 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.funcraft.farkle', 15 ad_requests with mean bid_floor 60.0; 1 sessions in app 'com.gamezworld.sequenceking', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.inspiredsquare.jupiter', 124 ad_requests with mean bid_floor 3.4; 2 sessions in app 'com.meta.inno.sticker', 3 ad_requests with mean bid_floor 12.2; 2 sessions in app 'com.miracle.block.smash.journey', 18 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.partyup.blockjam', 17 ad_requests with mean bid_floor 5.7, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'highpointcommunitybank.com' with mean price 0.9, 1 impressions of adomain 'pepsico.com' with mean price 0.5; 3 sessions in app 'com.redtailworks.slimetd', 27 ad_requests with mean bid_floor 11.6; 4 sessions in app 'com.sonicgame.jacks', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 0.8; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 0.7; 3 sessions in app 'com.vincentb.MobControl', 99 ad_requests with mean bid_floor 4.8, 2 clicks of adomain 'centurygames.com', 2 impressions of adomain 'centurygames.com' with mean price 12.7, 2 clicks of adomain 'creditkarma.com', 6 impressions of adomain 'creditkarma.com' with mean price 31.6, 1 impressions of adomain 'espnbet.com' with mean price 13.1, 1 impressions of adomain 'highpointcommunitybank.com' with mean price 0.9, 1 impressions of adomain 'olay.com' with mean price 0.7, 1 impressions of adomain 'walmart.com' with mean price 2.1; 2 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 14.1; 2 sessions in app 'io.supercent.burgeridle', 108 ad_requests with mean bid_floor 15.3, 1 clicks of adomain 'casino.fanduel.com', 1 impressions of adomain 'casino.fanduel.com' with mean price 10.5, 3 clicks of adomain 'creditkarma.com', 8 impressions of adomain 'creditkarma.com' with mean price 18.6, 1 impressions of adomain 'dave.com' with mean price 18.2; 1 sessions in app 'net.zedge.android', 5 ad_requests with mean bid_floor 19.1; 1 sessions in app 'play.roshka.holefill', 13 ad_requests with mean bid_floor 58.7];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 73;channel is 'USA/I/bidmachine/com.vincentb.MobControl/False/170';time_since_click_in_hours is 120;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.871558361121502;partition is 3232
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 'cc9c2766-ea7d-4d09-b557-175e9b9c96b3';bid_timestamp is '2025-01-28 20:04:02';device_id is '6e2f809d-3881-4ad9-be76-45cde27c5138';biddate is '2025-01-28';country is 'USA';app is 'com.appzap.learncprogramminginhindi';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 0.817187781624702;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 9 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';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 '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 20:00:00+00:00';day_of_week is '1';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/chartboost-android-sdk/com.appzap.learncprogramminginhindi/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.748942619217324;partition is 3590
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '13047d85-72ea-4c32-b519-3ce3d2846f5f';uuid is '15fa6cdc-0310-4243-957d-6d5f086f8c8c';bid_timestamp is '2025-01-11 0:17:39';device_id is '13047d85-72ea-4c32-b519-3ce3d2846f5f';biddate is '2025-01-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'ironsource';raw_price is 11.7913036796847;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 30 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 3.785715;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 5261217 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.76;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is 5273255;hour is '2025-01-11 00:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[8 sessions in app 'com.blackout.spades', 6350 ad_requests with mean bid_floor 26.4, 1 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'checkout51.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'gvokeglucagon.com' with mean price 1.1, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.4, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 5.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.3; 1 sessions in app 'com.tripledot.woodoku', 17 ad_requests with mean bid_floor 3.9];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1461;channel is 'USA/V/ironsource/com.blackout.spades/False/137';time_since_click_in_hours is 1465;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.0148572764593596;partition is 2058
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '794de0c7-2d9b-487f-a07e-569c98d7c93c';uuid is '8c01f6cf-8d33-4eab-b516-a14977c02d10';bid_timestamp is '2025-01-18 5:25:36';device_id is '794de0c7-2d9b-487f-a07e-569c98d7c93c';biddate is '2025-01-18';country is 'USA';app is 'com.mobilityware.solitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5.51112899999999;target_cpi is 5.65209053135431;campaign is 57882;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 5.501129 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 524638 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.94;prior_theme_impressions_count is 15;prior_tag_clicks_count is 2 ;time_since_click is 2869628;hour is '2025-01-18 05:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[29 sessions in app 'com.miniclip.eightballpool', 225 ad_requests with mean bid_floor 1.1; 49 sessions in app 'com.mobilityware.solitaire', 11762 ad_requests with mean bid_floor 10.2, 4 impressions of adomain 'amazon.com' with mean price 2.3, 1 impressions of adomain 'americansafety.net' with mean price 0.3, 7 impressions of adomain 'ampm.com' with mean price 2.4, 11 impressions of adomain 'att.com' with mean price 6.0, 1 impressions of adomain 'balletaustin.org' with mean price 0.8, 9 impressions of adomain 'bannerhealth.com' with mean price 2.6, 6 impressions of adomain 'beiersdorf.com' with mean price 0.4, 31 impressions of adomain 'bigbrandtire.com' with mean price 0.7, 3 impressions of adomain 'broadway.bank' with mean price 0.6, 1 impressions of adomain 'cavendertoyota.com' with mean price 1.3, 1 impressions of adomain 'cbdmd.com' with mean price 0.4, 3 impressions of adomain 'centrum.com' with mean price 0.3, 2 impressions of adomain 'christushealth.org' with mean price 0.4, 2 impressions of adomain 'cslplasma.com' with mean price 0.8, 1 impressions of adomain 'dailyhighclub.com' with mean price 0.3, 4 impressions of adomain 'dickssportinggoods.com' with mean price 0.6, 8 impressions of adomain 'dollargeneral.com' with mean price 0.5, 1 impressions of adomain 'ee.mobadbid.com' with mean price 5.1, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.3, 9 impressions of adomain 'expediagroup.com' with mean price 3.0, 15 impressions of adomain 'familydollar.com' with mean price 2.5, 7 impressions of adomain 'finishdishwashing.com' with mean price 0.7, 13 impressions of adomain 'fiverr.com' with mean price 5.1, 2 clicks of adomain 'fiverr.com', 1 impressions of adomain 'flexfits.com' with mean price 0.3, 3 impressions of adomain 'hallmark.com' with mean price 2.7, 2 impressions of adomain 'heb.com' with mean price 2.2, 2 impressions of adomain 'hilton.com' with mean price 3.7, 1 impressions of adomain 'i49.net' with mean price 0.6, 1 impressions of adomain 'ideapublicschools.org' with mean price 0.7, 1 impressions of adomain 'izervay.com' with mean price 0.3, 13 impressions of adomain 'kawasaki.com' with mean price 2.4, 2 impressions of adomain 'lipton.com' with mean price 0.8, 2 impressions of adomain 'litfarms.com' with mean price 0.7, 1 impressions of adomain 'm98db14f3.app-ads-txt.com' with mean price 4.1, 2 impressions of adomain 'marriott.com' with mean price 3.4, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 5 impressions of adomain 'mckesson.com' with mean price 3.4, 2 impressions of adomain 'mellowfellow.fun' with mean price 0.3, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 3.5, 3 impressions of adomain 'mogointeractive.com' with mean price 2.3, 1 impressions of adomain 'myfitnesspal.com' with mean price 0.5, 4 impressions of adomain 'nba.com' with mean price 0.5, 5 impressions of adomain 'nestlehealthscience.com' with mean price 0.3, 18 impressions of adomain 'newpub.co/spades' with mean price 4.8, 5 impressions of adomain 'nexium24hr.com' with mean price 0.4, 3 impressions of adomain 'northparktoyota.com' with mean price 1.7, 5 impressions of adomain 'nuedextahcp.com' with mean price 0.7, 3 impressions of adomain 'pawcbd.com' with mean price 0.3, 1 impressions of adomain 'paypal.com' with mean price 0.3, 4 impressions of adomain 'peppermint-lips.com' with mean price 5.8, 1 impressions of adomain 'poise.com' with mean price 0.3, 3 impressions of adomain 'popeyes.com' with mean price 0.4, 2 impressions of adomain 'powerstop.com' with mean price 0.3, 1 impressions of adomain 'productmadness.com' with mean price 2.4, 1 impressions of adomain 'purecars.com' with mean price 2.3, 41 impressions of adomain 'rbfcu.org' with mean price 0.7, 2 impressions of adomain 'rcfhardwoods.com' with mean price 0.8, 1 impressions of adomain 'rejoyn.com' with mean price 1.3, 5 impressions of adomain 'roguenicotine.com' with mean price 0.8, 1 impressions of adomain 'rootsfarmfresh.com' with mean price 0.9, 1 impressions of adomain 'rupppfalzgraf.com' with mean price 0.8, 3 impressions of adomain 'sa.gov' with mean price 1.7, 1 impressions of adomain 'samsclub.com' with mean price 0.5, 1 impressions of adomain 'silversingles.com' with mean price 0.5, 2 impressions of adomain 'sixflags.com' with mean price 0.6, 3 impressions of adomain 'spectrum.com' with mean price 3.4, 3 impressions of adomain 'speedycash.com' with mean price 1.4, 3 impressions of adomain 'ssfcu.org' with mean price 0.4, 1 impressions of adomain 'stonyfield.com' with mean price 0.4, 1 impressions of adomain 'support.indeed.com' with mean price 1.8, 1 impressions of adomain 'surfcityusa.com' with mean price 0.6, 1 impressions of adomain 'surveymonkey.com' with mean price 0.3, 1 impressions of adomain 'technify.vn' with mean price 2.7, 19 impressions of adomain 'thecloroxcompany.com' with mean price 2.7, 5 impressions of adomain 'theraflu.com' with mean price 0.4, 3 impressions of adomain 'tjx.com' with mean price 3.5, 5 impressions of adomain 'tums.com' with mean price 0.4, 2 impressions of adomain 'visitflorida.com' with mean price 3.7, 4 impressions of adomain 'voltarengel.com' with mean price 0.4, 2 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'wbd.com' with mean price 0.3; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 7.1; 2 sessions in app 'com.vitastudio.mahjong', 24 ad_requests with mean bid_floor 10.4; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 8.4];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 145;channel is 'USA/I/bidmachine/com.mobilityware.solitaire/False/192';time_since_click_in_hours is 797;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.898391252551766;partition is 2958
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '8651bdec-9295-4eea-a252-6a3c7ca8d154';uuid is '2894716a-f204-4b24-bec1-8abb8b1baad8';bid_timestamp is '2025-01-18 6:39:21';device_id is '8651bdec-9295-4eea-a252-6a3c7ca8d154';biddate is '2025-01-18';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 'applovin';raw_price is 1.62130163274707;target_cpi is 1.5;campaign is 57517;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 ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 19 ;time_since_impression is 11998 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.51;prior_theme_impressions_count is 19;prior_tag_clicks_count is 21 ;time_since_click is 11994;hour is '2025-01-18 06:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior is :[3 sessions in app 'coloring.color.number.happy.paint.art.drawing.puzzle', 74 ad_requests with mean bid_floor 13.4; 1 sessions in app 'com.benjaminone.client', 17 ad_requests with mean bid_floor 29.2; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.gp.car.escape.traffic.jam', 28 ad_requests with mean bid_floor 2.6; 3 sessions in app 'com.gps.location.live.earth.map.diriving.direction.weather.voice.navigation', 18 ad_requests with mean bid_floor 3.2, 1 impressions of adomain 'intuit.com' with mean price 1.8; 1 sessions in app 'com.handmark.expressweather', 4 ad_requests with mean bid_floor 44.6; 2 sessions in app 'com.mobilityware.spider', 203 ad_requests with mean bid_floor 15.5, 1 impressions of adomain 'mccormick.com' with mean price 0.3; 7 sessions in app 'com.redcell.goldandgoblins', 262 ad_requests with mean bid_floor 15.3; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.wordgame.words.connect', 10 ad_requests with mean bid_floor 9.3; 63 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 2005 ad_requests with mean bid_floor 0.7, 1 clicks of adomain '5252slot.com', 10 impressions of adomain '5252slot.com' with mean price 1.9, 1 clicks of adomain 'appstation.online', 2 impressions of adomain 'appstation.online' with mean price 4.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.7, 1 clicks of adomain 'freecash.com', 12 impressions of adomain 'freecash.com' with mean price 3.6, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.5, 1 clicks of adomain 'mycashery.com', 2 impressions of adomain 'mycashery.com' with mean price 5.5, 3 impressions of adomain 'newpub.co' with mean price 10.9, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co/spades' with mean price 1.5, 1 impressions of adomain 'scientificgames.com' with mean price 1.5, 1 clicks of adomain 'seventhavenue.com', 1 impressions of adomain 'seventhavenue.com' with mean price 2.6, 2 impressions of adomain 'speedcash.com' with mean price 5.0, 10 impressions of adomain 'temu.com' with mean price 4.4; 75 sessions in app 'traffic.parking.jam.escape.car3d.games', 4384 ad_requests with mean bid_floor 3.5, 3 impressions of adomain '9snail.com' with mean price 2.9, 5 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'ahometownbankchecking.com' with mean price 0.5, 12 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'appstation.online' with mean price 3.9, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 4 impressions of adomain 'auto.everquote.com' with mean price 0.1, 1 impressions of adomain 'bayer.com' with mean price 0.3, 1 impressions of adomain 'brandbee.io' with mean price 4.8, 3 impressions of adomain 'comenity.com' with mean price 0.0, 1 impressions of adomain 'dairyqueen.com' with mean price 0.1, 1 impressions of adomain 'davidoffgeneva.com' with mean price 0.1, 16 impressions of adomain 'disneyplus.com' with mean price 0.1, 3 impressions of adomain 'doordash.com' with mean price 0.0, 3 impressions of adomain 'empfohlen.de' with mean price 2.5, 1 impressions of adomain 'espnbet.com' with mean price 0.0, 2 impressions of adomain 'familydollar.com' with mean price 0.0, 21 clicks of adomain 'freecash.com', 41 impressions of adomain 'freecash.com' with mean price 3.6, 1 impressions of adomain 'hsbc.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.2, 1 impressions of adomain 'justdice.io' with mean price 0.0, 1 impressions of adomain 'kash.gg' with mean price 0.0, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.0, 1 impressions of adomain 'lifenutrition.com' with mean price 5.1, 1 impressions of adomain 'mcdonalds.com' with mean price 0.0, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mercedesofwichita.com' with mean price 5.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.0, 1 impressions of adomain 'mpl.live' with mean price 4.9, 4 clicks of adomain 'mycashery.com', 8 impressions of adomain 'mycashery.com' with mean price 3.3, 4 clicks of adomain 'newpub.co/business-empire', 4 impressions of adomain 'newpub.co/business-empire' with mean price 3.8, 11 clicks of adomain 'newpub.co/spades', 11 impressions of adomain 'newpub.co/spades' with mean price 3.3, 2 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'oreo.com' with mean price 0.0, 1 impressions of adomain 'paramount.com' with mean price 1.2, 3 impressions of adomain 'paramountplus.com' with mean price 0.1, 2 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'productmadness.com' with mean price 5.0, 4 impressions of adomain 'roblox.com' with mean price 0.0, 2 impressions of adomain 'sharecare.com' with mean price 0.6, 1 impressions of adomain 'sleeponvibe.com' with mean price 0.1, 2 impressions of adomain 'sliding.toys' with mean price 0.1, 18 impressions of adomain 'speedcash.com' with mean price 3.2, 7 clicks of adomain 'speedcash.com', 2 impressions of adomain 'swagbucks.com' with mean price 4.7, 3 impressions of adomain 'tiktok.com' with mean price 1.1, 1 impressions of adomain 'tr.com.apps.drill.and.collect' with mean price 0.1, 3 impressions of adomain 'welloflife.com' with mean price 4.5, 6 impressions of adomain 'wildcatharley.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3;channel is 'USA/I/applovin/spades.classic.card.free.online.offline.multiplayer/False/117';time_since_click_in_hours is 3;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.120712358974815;partition is 2847
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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 '49685772-c753-4494-a4e9-2160e814e102';bid_timestamp is '2025-01-17 21:43:21';device_id is 'virt:281e1249122fbddf42207580781e6488';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 ;placement_historical_value is 5.799031;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;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-17 21:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;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 0.0492711368486035;partition is 1317
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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 '918900f6-1c16-4f44-8063-99addc26be55';uuid is '12f5ea88-716d-4fb2-b212-4131b8e8bf3d';bid_timestamp is '2024-12-18 19:33:57';device_id is '918900f6-1c16-4f44-8063-99addc26be55';biddate is '2024-12-18';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 6.65514489082866;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 ;placement_historical_value is 8.082563;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 75862 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.1;prior_theme_impressions_count is 7;prior_tag_clicks_count is 5 ;time_since_click is 75856;hour is '2024-12-18 19:00:00+00:00';day_of_week is '2';os_version is 10;user_behavior is :[19 sessions in app 'com.blackout.spades', 998 ad_requests with mean bid_floor 37.4, 5 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'newpub.co' with mean price 18.0, 5 impressions of adomain 'offerhives.com' with mean price 0.8, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 2 clicks of adomain 'temu.com', 4 impressions of adomain 'temu.com' with mean price 59.6; 1 sessions in app 'com.jewels.gems.android', 3 ad_requests with mean bid_floor 39.1];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 21;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 21;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.708035843088522;partition is 2317
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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 'cfad0b78-3438-4449-816a-b02493f4ac75';bid_timestamp is '2025-01-28 16:09:14';device_id is 'virt:515c38fa8d0291021a539c16e9bd956a';biddate is '2025-01-28';country is 'USA';app is 'com.music.game.dancing.hair.beat.race';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 1.07584670991101;target_cpi is 1.2;campaign is 58196;creative_id is 229142;session_duration is 93 ;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 0.017966;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 16:00:00+00:00';day_of_week is '1';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.music.game.dancing.hair.beat.race/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.328655662316949;partition is 3608
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '1def7f20-6287-4580-8b12-1543d53d3e04';uuid is '779409c7-e80d-4739-8d17-fcf1e3517a16';bid_timestamp is '2024-12-27 17:02:36';device_id is '1def7f20-6287-4580-8b12-1543d53d3e04';biddate is '2024-12-27';country is 'USA';app is 'solitaire.classic.hungrystudio.free.klondike.card.patience';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 5.21015903844578;target_cpi is 8.1811439909668;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.237314;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 139691 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.43;prior_theme_impressions_count is 13;prior_tag_clicks_count is 4 ;time_since_click is 139684;hour is '2024-12-27 17:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[27 sessions in app 'com.LoopGames.Domino', 3130 ad_requests with mean bid_floor 4.4, 3 impressions of adomain 'amazon.com' with mean price 1.1, 2 impressions of adomain 'moonactive.com' with mean price 26.4, 2 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 36.8, 1 clicks of adomain 'playtika.com', 2 impressions of adomain 'playtika.com' with mean price 23.5, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 25.6; 1 sessions in app 'com.andgamej.restoretreasures', 72 ad_requests with mean bid_floor 14.9; 3 sessions in app 'com.anode.sortnuts', 136 ad_requests with mean bid_floor 18.8; 1 sessions in app 'com.bingo.legends.game', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.catmergehospital.game', 10 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.color.page.paint.pixel.number.happy', 121 ad_requests with mean bid_floor 56.4, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'discovery.com' with mean price 0.4; 99 sessions in app 'com.huva.freemovies', 150 ad_requests with mean bid_floor 5.6; 53 sessions in app 'com.mattel163.skipbo', 655 ad_requests with mean bid_floor 4.5, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 15 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bagelcode.com' with mean price 0.0, 1 impressions of adomain 'bidease.com_101931' with mean price 0.4, 1 impressions of adomain 'bigbuckspawntn.com' with mean price 0.4, 1 impressions of adomain 'cspire.com' with mean price 2.7, 1 impressions of adomain 'dairyqueen.com' with mean price 0.2, 1 impressions of adomain 'discover.com' with mean price 0.6, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 5 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 0.2, 5 impressions of adomain 'justplayapps.com' with mean price 0.3, 2 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'moonactive.com' with mean price 29.6, 1 impressions of adomain 'msfbins.com' with mean price 0.8, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'owllabs.com' with mean price 0.6, 6 impressions of adomain 'playtika.com' with mean price 0.2, 1 impressions of adomain 'podcast.com' with mean price 0.1, 3 impressions of adomain 'prestigebrands.com' with mean price 0.3, 2 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'royalcanin.com' with mean price 0.3, 1 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 2 impressions of adomain 'uky.edu' with mean price 0.9, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'xbox.com' with mean price 1.2; 18 sessions in app 'com.matteljv.uno', 127 ad_requests with mean bid_floor 0.1; 2 sessions in app 'com.peoplefun.wordcross', 9 ad_requests with mean bid_floor 5.9; 2 sessions in app 'com.superplaystudios.dicedreams', 8 ad_requests with mean bid_floor 13.4; 2 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 11.8; 6 sessions in app 'com.yallaplay.spadesmasters', 99 ad_requests with mean bid_floor 4.2; 3 sessions in app 'download.videobrowser.videobrowser', 14 ad_requests with mean bid_floor 3.8; 2 sessions in app 'in.playsimple.tripcross', 8 ad_requests with mean bid_floor 8.2; 2 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 29.1; 73 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 487 ad_requests with mean bid_floor 0.1; 54 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 2305 ad_requests with mean bid_floor 1.5, 5 impressions of adomain 'amazon.com' with mean price 0.7, 2 clicks of adomain 'chime.com', 4 impressions of adomain 'chime.com' with mean price 3.8, 2 impressions of adomain 'moonactive.com' with mean price 6.1, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 4.9, 7 impressions of adomain 'playtika.com' with mean price 10.2, 5 clicks of adomain 'playtika.com', 3 clicks of adomain 'productmadness.com', 6 impressions of adomain 'productmadness.com' with mean price 17.4, 1 clicks of adomain 'scientificgames.com', 2 impressions of adomain 'scientificgames.com' with mean price 13.7, 3 clicks of adomain 'scopely.com', 4 impressions of adomain 'scopely.com' with mean price 10.8, 2 impressions of adomain 'spinxgames.com' with mean price 8.7, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 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 38;channel is 'USA/I/applovin/solitaire.classic.hungrystudio.free.klondike.card.patience/False/117';time_since_click_in_hours is 39;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.198373108487023;partition is 1286
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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 '9d2bd665-a76e-4040-9655-b328a6dd2dbe';uuid is '1fcb8c8c-8828-476a-9054-93449889671a';bid_timestamp is '2024-12-24 4:40:26';device_id is '9d2bd665-a76e-4040-9655-b328a6dd2dbe';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 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.00090709943463;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 31.477357;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 67259 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.43;prior_theme_impressions_count is 7;prior_tag_clicks_count is 4 ;time_since_click is 67235;hour is '2024-12-24 04:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior is :[64 sessions in app 'com.blackout.spades', 33949 ad_requests with mean bid_floor 26.2, 1 impressions of adomain 'abbott.com' with mean price 0.8, 1 impressions of adomain 'advanceamerica.net' with mean price 0.3, 1 clicks of adomain 'amazon.com', 27 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'app.boostr.com' with mean price 0.4, 2 impressions of adomain 'aqua-tots.com' with mean price 0.2, 1 impressions of adomain 'bcbsprovidersettlement.com' with mean price 0.8, 5 impressions of adomain 'butterballfoodservice.com' with mean price 0.3, 1 impressions of adomain 'caresource.com' with mean price 0.7, 1 impressions of adomain 'choosecmsd.org' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'comercross.com' with mean price 0.6, 2 impressions of adomain 'cowboysfit.com' with mean price 2.7, 5 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'draftkings.com' with mean price 4.4, 1 impressions of adomain 'fahw.com' with mean price 0.8, 10 impressions of adomain 'famous-supply.com' with mean price 0.2, 1 impressions of adomain 'fla-keys.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'gorjanc.com' with mean price 0.2, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 2.6, 1 clicks of adomain 'honest.com', 1 impressions of adomain 'honest.com' with mean price 0.3, 4 impressions of adomain 'instacart.com' with mean price 3.0, 13 impressions of adomain 'instagram.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1, 2 impressions of adomain 'mha.ohio.gov' with mean price 1.0, 5 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 4 impressions of adomain 'monsterenergy.com' with mean price 5.4, 1 clicks of adomain 'myclevelandcondo.com', 5 impressions of adomain 'myclevelandcondo.com' with mean price 4.3, 3 impressions of adomain 'newpub.co' with mean price 2.3, 2 clicks of adomain 'newpub.co/spades', 11 impressions of adomain 'newpub.co/spades' with mean price 3.8, 1 impressions of adomain 'nordicnaturals.com' with mean price 1.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'panoptica.app' with mean price 0.5, 5 impressions of adomain 'pentel.com' with mean price 3.4, 8 impressions of adomain 'philips.com' with mean price 5.4, 3 clicks of adomain 'philips.com', 2 impressions of adomain 'post.edu' with mean price 1.5, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 2 impressions of adomain 'pureflix.com' with mean price 3.0, 1 clicks of adomain 'pureflix.com', 3 impressions of adomain 'recticare.com' with mean price 1.4, 4 impressions of adomain 'schneiderjobs.com' with mean price 0.6, 3 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 impressions of adomain 'teamhmwwins.com' with mean price 0.3, 1 impressions of adomain 'torkusa.com' with mean price 0.3, 25 impressions of adomain 'visitcincy.com' with mean price 0.4, 1 impressions of adomain 'visitdublinohio.com' with mean price 0.2, 2 impressions of adomain 'visitsevierville.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'zarbees.com' with mean price 0.2; 92 sessions in app 'com.enflick.android.TextNow', 130 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.mobilityware.Spades', 20 ad_requests with mean bid_floor 6.5; 2 sessions in app 'com.peoplefun.wordcross', 7 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.tripledot.woodoku', 11 ad_requests with mean bid_floor 9.7; 1 sessions in app 'com.wordgame.words.connect', 3 ad_requests with mean bid_floor 11.0; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 8 ad_requests with mean bid_floor 7.5; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 8.7];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 18;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 19;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.135149853814395;partition is 2264
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'd52d92c6-0bfd-4d7e-bfc6-40d687ee3c42';uuid is '79f4eb57-c6a1-4d61-b6bc-b073d3ad6958';bid_timestamp is '2025-01-28 19:00:55';device_id is 'd52d92c6-0bfd-4d7e-bfc6-40d687ee3c42';biddate is '2025-01-28';country is 'USA';app is 'com.lming.StickManRun';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 25.857277237747;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 7 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 11.9356 ;min_floor is 11.9356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is '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 13;user_behavior is :[4 sessions in app 'com.americasbestpics', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.infinovatech.thegemblitz', 6 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.lming.StickManRun', 39 ad_requests with mean bid_floor 13.6; 32 sessions in app 'com.pdf.expert', 97 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 0;channel is 'USA/V/chartboost-android-sdk/com.lming.StickManRun/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.662745344949944;partition is 746
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'c40f2762-c92b-43f5-9ba3-d589c5b3fc74';uuid is '5992c618-07d7-4653-bed1-745ce0b2e237';bid_timestamp is '2024-12-28 9:26:40';device_id is 'c40f2762-c92b-43f5-9ba3-d589c5b3fc74';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 34.6390757230429;target_cpi is 2.37613675171675;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.416667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 171595 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.08;prior_theme_impressions_count is 12;prior_tag_clicks_count is 2 ;time_since_click is 1555857;hour is '2024-12-28 09:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[2 sessions in app 'com.blackout.spades', 16 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.boombitgames.Dartsy', 10 ad_requests with mean bid_floor 432.9; 3 sessions in app 'com.game.space.shooter2', 46 ad_requests with mean bid_floor 2.2; 43 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 868 ad_requests with mean bid_floor 9.4, 5 impressions of adomain '1000bulbs.com' with mean price 35.2, 4 impressions of adomain 'newpub.co' with mean price 34.8, 1 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 20.3, 1 impressions of adomain 'rethinkobesity.com' with mean price 3.4, 2 impressions of adomain 'tech.pokergaga.net' with mean price 29.1; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 7.0; 11 sessions in app 'com.vitastudio.solitaire', 182 ad_requests with mean bid_floor 53.4, 4 impressions of adomain 'paxlovid.com' with mean price 1.0, 1 impressions of adomain 'subaru.com' with mean price 1.3, 2 impressions of adomain 'walgreens.com' with mean price 0.9, 9 impressions of adomain 'walmart.com' with mean price 2.0; 11 sessions in app 'com.zm.nuts', 223 ad_requests with mean bid_floor 27.5, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'visionworks.com' with mean price 0.4, 3 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 6.3; 12 sessions in app 'wild.west.sniper', 478 ad_requests with mean bid_floor 2.6];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 47;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 432;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.247764151581605;partition is 2779
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 '45fc0e3a-f1ef-4101-95d7-3bf4a3d00ef7';bid_timestamp is '2025-02-07 17:56:56';device_id is '664af825-a017-408b-918e-14adc7784b64';biddate is '2025-02-07';country is 'USA';app is 'com.gamovation.chessclubpilot';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 50;target_cpi is 3;campaign is 58358;creative_id is 228773;session_duration is 1 ;seller_name is 'GamoVation MAX';seller_id is 234;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 19.939804;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.gamovation.chessclubpilot/False/234';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.140977011421894;partition is 2986
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 'aa6abc2e-df5f-473d-9d95-4a01f9982ef3';bid_timestamp is '2025-01-29 4:06:39';device_id is 'b30ee7a0-d899-47eb-8a9a-8e9372c9e964';biddate is '2025-01-29';country is 'USA';app is 'com.givvy.afkreward';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 0.711669205927684;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'App World LTD';seller_id is 347;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-01-29 04:00:00+00:00';day_of_week is '2';os_version is 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.givvy.afkreward/True/347';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.151627058778022;partition is 2516
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 'bf15a330-c170-403a-8404-dd066b3b83b0';bid_timestamp is '2025-02-07 17:57:01';device_id is '296cc76e-35b6-4db6-bcf1-da82fadf10c4';biddate is '2025-02-07';country is 'USA';app is 'com.skillapps.babyfrocks.fashionablefrocks.free';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 260 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 9.2856 ;min_floor is 9.2856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is '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 :[];dc_35roundended_before_d8 is 0;ag_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.skillapps.babyfrocks.fashionablefrocks.free/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.313995524498363;partition is 1344
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '2f2f20b5-1afe-48e8-b3f6-6d12373edd06';uuid is '9cba06ae-f82d-4b17-9083-b8e3b8a390b4';bid_timestamp is '2024-12-21 4:59:23';device_id is '2f2f20b5-1afe-48e8-b3f6-6d12373edd06';biddate is '2024-12-21';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.72134216193252;target_cpi is 3.13251654038477;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 2.2048;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 704118 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.92;prior_theme_impressions_count is 4;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-21 04:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior is :[72 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 18955 ad_requests with mean bid_floor 23.1, 1 impressions of adomain 'airproducts.com' with mean price 0.9, 9 impressions of adomain 'allegiant-carter.com' with mean price 0.7, 2 impressions of adomain 'alysbeach.com' with mean price 0.2, 18 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'auxhomeservices.com' with mean price 1.0, 1 impressions of adomain 'biocodex.com' with mean price 0.4, 2 impressions of adomain 'callapp.com' with mean price 0.1, 2 impressions of adomain 'carnival.com' with mean price 0.4, 2 impressions of adomain 'churchdwight.com' with mean price 0.4, 5 impressions of adomain 'clorox.com' with mean price 0.4, 6 impressions of adomain 'coca-cola.com' with mean price 0.4, 11 impressions of adomain 'coolray.com' with mean price 0.3, 5 impressions of adomain 'deltafaucet.com' with mean price 0.4, 1 impressions of adomain 'distrokid.com' with mean price 0.1, 1 impressions of adomain 'dramamine.com' with mean price 0.2, 1 impressions of adomain 'energizer.com' with mean price 0.3, 2 impressions of adomain 'galderma.com' with mean price 0.4, 19 impressions of adomain 'google.com' with mean price 0.4, 4 impressions of adomain 'huggies.com' with mean price 0.2, 3 impressions of adomain 'huion.com' with mean price 0.6, 1 impressions of adomain 'hurom.com' with mean price 0.9, 2 impressions of adomain 'informatica.com' with mean price 0.5, 1 impressions of adomain 'kikkomanusa.com' with mean price 0.5, 1 impressions of adomain 'launiusfurniturecompany.com' with mean price 0.7, 1 impressions of adomain 'liquid-iv.com' with mean price 0.4, 10 impressions of adomain 'maxwoodfurniture.com' with mean price 0.4, 2 impressions of adomain 'milanicosmetics.com' with mean price 0.5, 2 impressions of adomain 'mrsmeyers.com' with mean price 0.3, 1 impressions of adomain 'naturesbakery.com' with mean price 0.4, 25 impressions of adomain 'nestle-watersna.com' with mean price 0.3, 1 impressions of adomain 'neutrogena.com' with mean price 0.4, 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 5 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 2 impressions of adomain 'pandora.com' with mean price 0.3, 14 impressions of adomain 'papayagaming.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 15.4, 1 impressions of adomain 'pentlyconger.com' with mean price 5.4, 2 impressions of adomain 'petiq.com' with mean price 0.5, 5 impressions of adomain 'pfister.com' with mean price 0.6, 1 impressions of adomain 'pg.com' with mean price 0.5, 8 impressions of adomain 'philips.com' with mean price 0.7, 8 impressions of adomain 'pkdcure.org' with mean price 0.5, 7 impressions of adomain 'pluto.tv' with mean price 6.8, 1 clicks of adomain 'pluto.tv', 1 impressions of adomain 'productmadness.com' with mean price 0.1, 19 impressions of adomain 'purestorage.com' with mean price 0.4, 1 clicks of adomain 'rewards-locker.com', 1 impressions of adomain 'rewards-locker.com' with mean price 12.9, 1 impressions of adomain 'rewardzinga2.com' with mean price 14.7, 1 impressions of adomain 'roku.com' with mean price 0.2, 1 impressions of adomain 'sallyhansen.com' with mean price 0.7, 1 clicks of adomain 'seniorsallowancehelp.us', 1 impressions of adomain 'seniorsallowancehelp.us' with mean price 6.9, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 4 impressions of adomain 'sling.com' with mean price 0.9, 16 impressions of adomain 'solitairecash.com' with mean price 1.0, 1 impressions of adomain 'spectrumbrands.com' with mean price 0.4, 16 impressions of adomain 'subaru.com' with mean price 0.2, 5 impressions of adomain 'sunnyhealthfitness.com' with mean price 0.5, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'surya.com' with mean price 0.4, 1 impressions of adomain 'textnow.com' with mean price 0.1, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'thermos.com' with mean price 0.4, 5 impressions of adomain 'thetradedesk.com' with mean price 0.5, 3 impressions of adomain 'unc.edu' with mean price 0.3, 2 impressions of adomain 'vitamix.com' with mean price 0.3, 58 impressions of adomain 'walmart.com' with mean price 1.2; 1 sessions in app 'co.aviagames.mtp.solitaire.official', 3 ad_requests with mean bid_floor 0.1; 8 sessions in app 'com.bagelcode.slots1', 9 ad_requests with mean bid_floor 6.4; 17 sessions in app 'com.blackout.spades', 2194 ad_requests with mean bid_floor 35.4, 4 impressions of adomain 'airwick.us' with mean price 0.6, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'dnamobileapps.com' with mean price 10.9, 1 impressions of adomain 'edgeparkcgm.com' with mean price 1.0, 1 impressions of adomain 'huggies.com' with mean price 0.2, 3 impressions of adomain 'maxwoodfurniture.com' with mean price 0.6, 1 impressions of adomain 'miller-motte.edu' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.6; 5 sessions in app 'com.tripledot.solitaire', 999 ad_requests with mean bid_floor 5.6, 1 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'coca-cola.com' with mean price 1.0, 1 impressions of adomain 'discover.com' with mean price 3.4, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'livenation.com' with mean price 0.2, 1 impressions of adomain 'medisaving.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.2, 1 impressions of adomain 'paypal.com' with mean price 0.5, 2 impressions of adomain 'pentlyconger.com' with mean price 0.8, 1 impressions of adomain 'pro.ycqll.com' with mean price 0.8, 1 impressions of adomain 'quicksaver.info' with mean price 0.1, 1 impressions of adomain 'solitairecash.com' with mean price 0.3, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'trk.bestofferconvert.com' with mean price 0.2, 1 impressions of adomain 'ubykotex.com' with mean price 0.6, 2 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'www.learnings.ai' with mean price 0.1, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.2; 3 sessions in app 'com.tripledot.woodoku', 10 ad_requests with mean bid_floor 7.1; 1 sessions in app 'com.trustedapp.filerecovery.photo.recovery', 1 ad_requests with mean bid_floor 103.9; 1 sessions in app 'com.use.specie.scratch.card', 1 ad_requests with mean bid_floor 0.0; 11 sessions in app 'com.vitastudio.mahjong', 281 ad_requests with mean bid_floor 20.4, 11 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'covergirl.com' with mean price 0.2, 1 impressions of adomain 'distrokid.com' with mean price 0.1, 3 impressions of adomain 'dove.com' with mean price 0.1, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'homestylesfurniture.com' with mean price 0.1, 1 impressions of adomain 'kikkomanusa.com' with mean price 0.3, 1 impressions of adomain 'kraftheinz.com' with mean price 0.1, 1 impressions of adomain 'livenation.com' with mean price 0.1, 2 impressions of adomain 'maxwoodfurniture.com' with mean price 0.1, 2 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 3 impressions of adomain 'paxlovid.com' with mean price 0.8, 10 impressions of adomain 'purestorage.com' with mean price 0.3, 1 impressions of adomain 'thetradedesk.com' with mean price 0.2, 3 impressions of adomain 'trigreenequipment.com' with mean price 0.3; 1 sessions in app 'com.zm.nuts', 16 ad_requests with mean bid_floor 4.0; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 18.0; 3 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 38.5; 1 sessions in app 'kidultlovin.word.zen', 3 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 195;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0600292440978531;partition is 1733
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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 'd5855b8b-4a31-46b9-9f7b-9d53a6c2a7a4';uuid is 'de152051-8ccc-4ae1-8b90-6e4fd82c0eb6';bid_timestamp is '2025-01-01 22:05:32';device_id is 'd5855b8b-4a31-46b9-9f7b-9d53a6c2a7a4';biddate is '2025-01-01';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 14.29547;target_cpi is 1.67277970605101;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 14.28547 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 21422519 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.35;prior_theme_impressions_count is 8;prior_tag_clicks_count is 2 ;time_since_click is 21422504;hour is '2025-01-01 22:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[1 sessions in app 'com.blackout.spades', 321 ad_requests with mean bid_floor 28.7, 1 impressions of adomain 'aligncu.com' with mean price 0.3, 1 impressions of adomain 'hellostretch.com' with mean price 0.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.5; 556 sessions in app 'com.metropcs.metrozone', 4074 ad_requests with mean bid_floor 86.0; 15 sessions in app 'com.mobilityware.CrazyEights', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.mobilityware.GinRummySolitaire', 175 ad_requests with mean bid_floor 12.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 3.1; 14 sessions in app 'loppipoppi.dominoes', 2048 ad_requests with mean bid_floor 13.6, 1 impressions of adomain '24hourfitness.com' with mean price 0.3, 1 impressions of adomain '288sb.com' with mean price 0.3, 1 impressions of adomain 'Newbalance.com' with mean price 0.2, 20 impressions of adomain 'adidas.com' with mean price 0.2, 3 impressions of adomain 'alignprobiotics.com' with mean price 2.9, 52 impressions of adomain 'amazon.com' with mean price 0.2, 6 impressions of adomain 'amcplus.com' with mean price 0.2, 7 impressions of adomain 'amneal.com' with mean price 0.2, 4 impressions of adomain 'astrazeneca.com' with mean price 1.0, 22 impressions of adomain 'att.com' with mean price 9.4, 3 impressions of adomain 'basilhaydenbourbon.com' with mean price 0.5, 5 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'bestbuy.com' with mean price 0.4, 6 impressions of adomain 'bmc.org' with mean price 0.5, 2 impressions of adomain 'boironusa.com' with mean price 0.4, 3 impressions of adomain 'bounty.com' with mean price 3.0, 2 clicks of adomain 'bounty.com', 1 impressions of adomain 'bousquetsappliance.com' with mean price 0.2, 8 impressions of adomain 'cadillac.com' with mean price 0.3, 17 impressions of adomain 'charlesriverrecovery.com' with mean price 1.3, 5 impressions of adomain 'chumbacasino.com' with mean price 0.1, 3 impressions of adomain 'churchdwight.com' with mean price 0.1, 2 impressions of adomain 'claritin.com' with mean price 0.3, 1 impressions of adomain 'clearblue.com' with mean price 3.0, 5 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'coachoutlet.com' with mean price 0.1, 1 impressions of adomain 'colgate.com' with mean price 0.4, 1 impressions of adomain 'coned.com' with mean price 0.5, 3 impressions of adomain 'costco.com' with mean price 0.4, 2 impressions of adomain 'covergirl.com' with mean price 0.1, 3 impressions of adomain 'cricketwireless.com' with mean price 0.2, 3 impressions of adomain 'depend.com' with mean price 0.5, 2 impressions of adomain 'directv.com' with mean price 0.1, 5 impressions of adomain 'discovery.com' with mean price 0.3, 6 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'drybarshops.com' with mean price 0.1, 3 impressions of adomain 'entravision.com' with mean price 0.2, 2 impressions of adomain 'extclaims.com' with mean price 0.9, 1 impressions of adomain 'ferrarausa.com' with mean price 0.3, 1 impressions of adomain 'framingham.edu' with mean price 1.9, 5 impressions of adomain 'galderma.com' with mean price 0.2, 1 impressions of adomain 'getactfore.com' with mean price 0.4, 3 impressions of adomain 'gillette.com' with mean price 2.8, 1 impressions of adomain 'harrypotterexhibition.com' with mean price 0.1, 1 clicks of adomain 'headandshoulders.com', 2 impressions of adomain 'headandshoulders.com' with mean price 2.4, 1 impressions of adomain 'helloned.com' with mean price 0.1, 2 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'ibranc.com' with mean price 1.4, 1 clicks of adomain 'icon-intl.com', 1 impressions of adomain 'icon-intl.com' with mean price 3.1, 2 impressions of adomain 'involvedmedia.com' with mean price 0.3, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'ivory.com' with mean price 3.5, 3 impressions of adomain 'janssen.com' with mean price 0.9, 24 impressions of adomain 'jcpenny.com' with mean price 0.2, 2 impressions of adomain 'jordansfurniture.com' with mean price 0.4, 1 impressions of adomain 'kayak.com' with mean price 0.1, 4 impressions of adomain 'kevzara.com' with mean price 1.3, 1 clicks of adomain 'kindsnacks.com', 2 impressions of adomain 'kindsnacks.com' with mean price 2.1, 2 impressions of adomain 'kobayashi.com' with mean price 0.9, 1 impressions of adomain 'lastpass.com' with mean price 0.5, 1 impressions of adomain 'learn.regiscollege.edu' with mean price 0.6, 1 clicks of adomain 'learnings.com.cn', 1 impressions of adomain 'learnings.com.cn' with mean price 1.7, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 4 impressions of adomain 'metamucil.com' with mean price 1.5, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 4 impressions of adomain 'newbalance.com' with mean price 0.1, 6 impressions of adomain 'nike.com' with mean price 5.1, 4 clicks of adomain 'nike.com', 1 impressions of adomain 'no7beauty.com' with mean price 0.5, 11 impressions of adomain 'nutrafol.com' with mean price 0.2, 6 impressions of adomain 'olay.com' with mean price 1.8, 2 impressions of adomain 'oldspice.com' with mean price 3.0, 1 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 1 impressions of adomain 'pampers.com' with mean price 3.4, 1 impressions of adomain 'pantene.com' with mean price 3.2, 3 impressions of adomain 'paulmitchell.com' with mean price 0.6, 2 impressions of adomain 'peacocktv.com' with mean price 0.1, 1 impressions of adomain 'pepsi.com' with mean price 0.1, 4 impressions of adomain 'pfizer.com' with mean price 4.5, 3 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.1, 5 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'puffs.com' with mean price 4.8, 1 impressions of adomain 'revlon.com' with mean price 0.3, 2 impressions of adomain 'riseny.co' with mean price 0.2, 1 impressions of adomain 'sakrete.com' with mean price 0.5, 7 impressions of adomain 'samsclub.com' with mean price 0.4, 1 impressions of adomain 'secret.com' with mean price 0.2, 1 impressions of adomain 'siemens-healthineers.com' with mean price 0.3, 1 impressions of adomain 'sleepnumber.com' with mean price 0.9, 5 impressions of adomain 'spectrumbrands.com' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'superstorevt.com' with mean price 0.2, 1 impressions of adomain 'takeda.com' with mean price 2.1, 2 impressions of adomain 'tempursealy.com' with mean price 0.6, 1 impressions of adomain 'tezspire.com' with mean price 0.2, 1 impressions of adomain 'theautomasterbmw.com' with mean price 0.3, 1 impressions of adomain 'themessinagroup.com' with mean price 0.2, 58 impressions of adomain 'unilever.com' with mean price 0.2, 2 impressions of adomain 'walmart.com' with mean price 0.1, 4 impressions of adomain 'wbd.com' with mean price 0.2, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 clicks of adomain 'zimmerman.com', 2 impressions of adomain 'zimmerman.com' with mean price 1.7, 1 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 5950;channel is 'USA/I/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 5951;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0196231815891944;partition is 3662
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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 '86d785d1-2eda-4311-b450-3055ed7f2540';uuid is 'cac8625c-400e-4e66-b0df-98917b63be48';bid_timestamp is '2024-12-31 12:07:38';device_id is '86d785d1-2eda-4311-b450-3055ed7f2540';biddate is '2024-12-31';country is 'USA';app is 'com.bibogames.brounceballz.ballsbrick.lite';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 8.21409433800877;target_cpi is 3.08515965947515;campaign is 57724;creative_id is 229286;session_duration is 111 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'i';bid_floor is 6.6356 ;min_floor is 6.6356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.3;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-31 12:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[1 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 1 ad_requests with mean bid_floor 0.0; 8 sessions in app 'com.hugmi.meet.friends.love.chat', 184 ad_requests with mean bid_floor 7.0; 4 sessions in app 'com.maybeyou', 31 ad_requests with mean bid_floor 7.1; 82 sessions in app 'com.playvalve.spades', 2566 ad_requests with mean bid_floor 100.8, 43 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'audible.com' with mean price 1.3, 1 impressions of adomain 'autodealsnearyou.com' with mean price 0.8, 1 impressions of adomain 'badoo.com' with mean price 0.5, 1 impressions of adomain 'bidease.com_101931' with mean price 2.7, 2 impressions of adomain 'blissclubs.com' with mean price 294.5, 1 impressions of adomain 'cicis.com' with mean price 0.6, 1 impressions of adomain 'com.ig.live.chat.call.app' with mean price 205.8, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'freecash.com' with mean price 0.8, 2 impressions of adomain 'instagram.com' with mean price 0.3, 3 impressions of adomain 'justdice.io' with mean price 0.8, 14 impressions of adomain 'meboo-app.com' with mean price 196.9, 3 clicks of adomain 'meboo-app.com', 3 impressions of adomain 'mistplay.com' with mean price 0.8, 1 impressions of adomain 'moneylion.com' with mean price 0.7, 2 impressions of adomain 'mybambu.com' with mean price 0.8, 1 impressions of adomain 'planetfitness.com' with mean price 1.7, 5 impressions of adomain 'productmadness.com' with mean price 1.0, 1 clicks of adomain 'quitestream.com', 8 impressions of adomain 'quitestream.com' with mean price 178.4, 1 impressions of adomain 'shopgenius.com' with mean price 1.1, 1 impressions of adomain 'tcsheriff.org' with mean price 0.6, 1 impressions of adomain 'weststaraviationjobs.com' with mean price 1.2; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 7.3];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 0;channel is 'USA/I/chartboost-android-sdk/com.bibogames.brounceballz.ballsbrick.lite/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.630101778288117;partition is 3662
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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 '84bfa71f-b92c-4304-9cc8-a8a48cff5441';uuid is '0c419129-07da-4cd6-bea1-f3ffc8f7c775';bid_timestamp is '2025-01-16 16:37:10';device_id is '84bfa71f-b92c-4304-9cc8-a8a48cff5441';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 6.57784414943307;target_cpi is 1.5;campaign is 57970;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 29.68;placement_historical_value is 6.148878;third_party_bid_price is ;prior_tag_impressions_count is 40 ;time_since_impression is 858267 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.22;prior_theme_impressions_count is 40;prior_tag_clicks_count is 15 ;time_since_click is 858258;hour is '2025-01-16 16:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[29 sessions in app 'com.blackout.spades', 8154 ad_requests with mean bid_floor 27.8, 1 impressions of adomain 'allianztravelinsurance.com' with mean price 0.4, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bose.com' with mean price 1.3, 4 impressions of adomain 'checkout51.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.5, 4 impressions of adomain 'doordash.com' with mean price 0.4, 1 impressions of adomain 'newpub.co/spades' with mean price 6.6, 1 impressions of adomain 'paramount.com' with mean price 1.2, 5 impressions of adomain 'sweetfrog.com' with mean price 1.8, 1 impressions of adomain 'vcu.edu' with mean price 0.3; 1 sessions in app 'com.daily.bible.trivia.android', 17 ad_requests with mean bid_floor 12.0; 60 sessions in app 'com.histudiogames.wordcarnivalg', 1005 ad_requests with mean bid_floor 8.0; 56 sessions in app 'com.partyup.blockjam', 2740 ad_requests with mean bid_floor 6.3, 1 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'allianztravelinsurance.com' with mean price 0.1, 50 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'app.boostr.com' with mean price 0.3, 1 impressions of adomain 'crumblcookies.com' with mean price 0.9, 8 clicks of adomain 'doordash.com', 11 impressions of adomain 'doordash.com' with mean price 10.2, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'hymanbrothersinfiniti.com' with mean price 0.8, 7 impressions of adomain 'instacart.com' with mean price 0.4, 6 impressions of adomain 'instagram.com' with mean price 0.5, 1 impressions of adomain 'jcpenny.com' with mean price 0.0, 1 impressions of adomain 'libertytax.com' with mean price 1.1, 3 impressions of adomain 'mccormick.com' with mean price 0.5, 4 impressions of adomain 'mintmobile.com' with mean price 0.5, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.6, 1 impressions of adomain 'nathansfamous.com' with mean price 0.3, 1 impressions of adomain 'pandaexpress.com' with mean price 0.4, 1 impressions of adomain 'refreshbrand.com' with mean price 0.7, 2 impressions of adomain 'schwab.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sfdbrands.com' with mean price 0.3, 1 impressions of adomain 'sling.com' with mean price 0.7, 1 impressions of adomain 'walmart.com' with mean price 8.8, 1 impressions of adomain 'wawa.com' with mean price 0.3; 1 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 2.6; 3 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 6.1; 2 sessions in app 'in.playsimple.wordtrip', 37 ad_requests with mean bid_floor 14.7];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 238;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.00692923155476976;partition is 1605
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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 'a714bea3-fd19-4965-91d1-a843ccf9c4c8';uuid is 'fe676908-d264-4a7e-9f59-383d700675c6';bid_timestamp is '2025-01-08 19:27:52';device_id is 'a714bea3-fd19-4965-91d1-a843ccf9c4c8';biddate is '2025-01-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5.42996777812942;target_cpi is 1.16666590774611;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 4.959381;third_party_bid_price is ;prior_tag_impressions_count is 22 ;time_since_impression is 434271 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.5;prior_theme_impressions_count is 22;prior_tag_clicks_count is 9 ;time_since_click is 434268;hour is '2025-01-08 19:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior is :[28 sessions in app 'com.billiards.city.pool.nation.club', 270 ad_requests with mean bid_floor 8.4; 15 sessions in app 'com.blackout.spades', 5796 ad_requests with mean bid_floor 26.2, 19 impressions of adomain 'amazon.com' with mean price 0.8, 10 impressions of adomain 'capvaxive.com' with mean price 0.3, 2 impressions of adomain 'checkout51.com' with mean price 0.3, 1 impressions of adomain 'claritin.com' with mean price 1.0, 1 impressions of adomain 'directv.com' with mean price 0.4, 1 impressions of adomain 'discovery.com' with mean price 1.0, 33 impressions of adomain 'disneyplus.com' with mean price 0.5, 2 impressions of adomain 'hiccapop.com' with mean price 0.7, 1 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'listerine.com' with mean price 0.5, 5 impressions of adomain 'mambaby.com' with mean price 0.6, 2 impressions of adomain 'mayborngroup.com' with mean price 1.2, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 4.9, 9 impressions of adomain 'newpub.co/spades' with mean price 3.5, 4 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'nutrafol.com' with mean price 0.5, 5 impressions of adomain 'paramountplus.com' with mean price 0.9, 1 impressions of adomain 'prestigebrands.com' with mean price 0.5, 1 clicks of adomain 'samhsa.gov', 1 impressions of adomain 'samhsa.gov' with mean price 4.1, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.9; 15 sessions in app 'com.bonnie.trafficescape', 2876 ad_requests with mean bid_floor 7.5, 5 impressions of adomain 'abcmouse.com' with mean price 0.0, 1 impressions of adomain 'alkaseltzerplus.com' with mean price 0.1, 1 impressions of adomain 'aloha.com' with mean price 0.3, 78 impressions of adomain 'amazon.com' with mean price 0.3, 3 impressions of adomain 'aveeno.com' with mean price 0.1, 5 impressions of adomain 'bumblebee.com' with mean price 0.2, 2 impressions of adomain 'carbediemfoods.com' with mean price 0.2, 2 impressions of adomain 'cash.app' with mean price 0.0, 1 impressions of adomain 'chromewebdata' with mean price 0.1, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 2 impressions of adomain 'deepthought.industries' with mean price 0.0, 3 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'directauto.com' with mean price 0.0, 1 impressions of adomain 'discovery.com' with mean price 0.1, 6 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'doordash.com' with mean price 0.0, 2 impressions of adomain 'drpepper.com' with mean price 0.0, 1 impressions of adomain 'duke-energy.com' with mean price 0.8, 6 impressions of adomain 'evolutionfresh.com' with mean price 0.3, 1 impressions of adomain 'gallatinford.com' with mean price 0.8, 1 impressions of adomain 'gamoshi.com' with mean price 0.2, 15 impressions of adomain 'gardenoflife.com' with mean price 0.3, 3 impressions of adomain 'garnierusa.com' with mean price 0.2, 4 impressions of adomain 'getactfore.com' with mean price 0.1, 2 impressions of adomain 'ghirardelli.com' with mean price 0.3, 1 impressions of adomain 'groundtruth.com' with mean price 0.3, 1 impressions of adomain 'gsk.com' with mean price 0.2, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 8 impressions of adomain 'hiccapop.com' with mean price 0.2, 1 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 1 impressions of adomain 'instagram.com' with mean price 0.5, 1 impressions of adomain 'jerseymikes.com' with mean price 4.3, 3 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 5 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'kidultlovin.com' with mean price 0.0, 7 impressions of adomain 'kleenex.com' with mean price 0.2, 1 impressions of adomain 'leecompany.com' with mean price 0.1, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'liquidremedy.com' with mean price 0.1, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 1 impressions of adomain 'mambaby.com' with mean price 0.1, 3 impressions of adomain 'mansionglobal.com' with mean price 0.0, 3 impressions of adomain 'megafood.com' with mean price 0.1, 5 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'mypigeonforge.com' with mean price 0.0, 1 impressions of adomain 'nashville.gov' with mean price 0.2, 3 impressions of adomain 'nestleusa.com' with mean price 0.2, 1 impressions of adomain 'newpub.co' with mean price 8.0, 1 clicks of adomain 'newpub.co', 6 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.1, 1 impressions of adomain 'parkviewseniorlivingtn.com' with mean price 0.2, 1 impressions of adomain 'peacocktv.com' with mean price 0.1, 2 impressions of adomain 'pepsico.com' with mean price 0.2, 4 impressions of adomain 'pharmavite.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.1, 5 impressions of adomain 'primalkitchen.com' with mean price 0.2, 3 impressions of adomain 'raos.com' with mean price 0.6, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.2, 1 impressions of adomain 'ritzcarltonyachtcollection.com' with mean price 0.0, 2 impressions of adomain 'samsung.com' with mean price 0.1, 3 impressions of adomain 'scottbrand.com' with mean price 0.1, 1 impressions of adomain 'skinnydipped.com' with mean price 0.5, 3 impressions of adomain 'softbakedapps.com' with mean price 0.0, 33 impressions of adomain 'starbucks.com' with mean price 0.0, 3 impressions of adomain 'starz.com' with mean price 0.2, 2 impressions of adomain 'tempursealy.com' with mean price 0.1, 12 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.2, 2 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'torkusa.com' with mean price 0.1, 7 impressions of adomain 'unicostudio.co' with mean price 0.2, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 8 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'www.nordvpn.com' with mean price 0.1, 11 impressions of adomain 'yyplaygames.com' with mean price 0.0; 42 sessions in app 'com.browserzheng.foundernews', 3166 ad_requests with mean bid_floor 8.4; 19 sessions in app 'com.counter.setp.pedometer', 131 ad_requests with mean bid_floor 7.9; 1 sessions in app 'com.easygames.race', 23 ad_requests with mean bid_floor 8.5; 154 sessions in app 'com.epicwalls.wallpaper.app', 18020 ad_requests with mean bid_floor 30.6; 31 sessions in app 'com.flyingwhalegames.carout', 9113 ad_requests with mean bid_floor 282.0, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bumble.com' with mean price 0.0, 1 impressions of adomain 'cox.com' with mean price 0.5, 2 impressions of adomain 'dasher.doordash.com' with mean price 0.6, 1 impressions of adomain 'kleenex.com' with mean price 0.2, 3 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 1.2, 1 impressions of adomain 'pfister.com' with mean price 0.3, 2 clicks of adomain 'pinterest.com', 3 impressions of adomain 'pinterest.com' with mean price 11.7; 1 sessions in app 'com.peoplefun.wordcross', 6 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 10.2; 1 sessions in app 'com.unicostudio.braintest', 4 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.vitotechnology.StarWalk2Free', 1 ad_requests with mean bid_floor 0.0; 6 sessions in app 'cx.breeze.cleaner', 765 ad_requests with mean bid_floor 18.3; 1 sessions in app 'happy.paint.coloring.color.number', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 5.7; 9 sessions in app 'in.playsimple.wordtrip', 23 ad_requests with mean bid_floor 22.0; 1 sessions in app 'kidultlovin.word.zen', 3 ad_requests with mean bid_floor 5.8; 2 sessions in app 'od_13335', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'parking.jam3d.traffic.jam.games.car.puzzle', 9 ad_requests with mean bid_floor 192.9];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 120;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 121;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.729792659933862;partition is 2840
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'd3dde204-7633-4a40-9a34-5a69cfd635b1';uuid is '1b8b2eee-11b8-4e2b-89a7-d0fcb24e64a9';bid_timestamp is '2025-02-10 15:44:36';device_id is 'd3dde204-7633-4a40-9a34-5a69cfd635b1';biddate is '2025-02-10';country is 'USA';app is 'com.xmonetize.quizzland';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'bidmachine';raw_price is 4.4359802866583;target_cpi is 3;campaign is 58372;creative_id is 229142;session_duration is 0 ;seller_name is 'Mno Go Apps';seller_id is 343;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 293.048973;placement_historical_value is 6.499631;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 0.5;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-10 15:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[133 sessions in app 'com.karmangames.spades', 2114 ad_requests with mean bid_floor 1.5; 548 sessions in app 'com.metropcs.metrozone', 4431 ad_requests with mean bid_floor 75.4; 2 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 2.5; 61 sessions in app 'com.xmonetize.quizzland', 3456 ad_requests with mean bid_floor 13.7, 1 clicks of adomain 'allstate.com', 1 impressions of adomain 'allstate.com' with mean price 5.1, 1 impressions of adomain 'newpub.co' with mean price 4.4, 2 clicks of adomain 'textnow.com', 4 impressions of adomain 'textnow.com' with mean price 4.3; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 2.3];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.xmonetize.quizzland/False/343';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.846384851586813;partition is 131
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 '8ff32898-26cb-495f-9aba-1f9d5346f4f6';bid_timestamp is '2025-01-29 5:29:42';device_id is 'virt:feaba02338971f799c6f22c7e528e3a4';biddate is '2025-01-29';country is 'USA';app is 'com.gramgames.mergedragons';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 3.2019411903939;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'Zynga';seller_id is 348;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 8.153846;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 05:00:00+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/I/bidmachine/com.gramgames.mergedragons/True/348';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.925344613039184;partition is 2849
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'b64ff140-9ff2-4055-a770-d304751ce0ed';uuid is '3fa39471-8c15-47c6-9faa-6a288d5ac47f';bid_timestamp is '2025-01-04 5:58:58';device_id is 'b64ff140-9ff2-4055-a770-d304751ce0ed';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 10.5614531700542;target_cpi is 1.86595533643648;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is 9.331837;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 1486390 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.46;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is 1486389;hour is '2025-01-04 05:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior is :[1 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 48 ad_requests with mean bid_floor 6.5; 1 sessions in app 'com.vitastudio.mahjong', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'io.kodular.emirtastan087.DENEME', 370 ad_requests with mean bid_floor 17.3; 2 sessions in app 'od_16277', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'spider.solitaire.card.games.free.klondike.patience', 23 ad_requests with mean bid_floor 4.7];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 412;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 413;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.0797656090668618;partition is 4
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '5680f76d-9c42-461d-8f6e-4842f6e3b6e7';uuid is 'ddfac20b-de96-4d92-b21c-1d35ada51785';bid_timestamp is '2025-02-07 0:23:41';device_id is '5680f76d-9c42-461d-8f6e-4842f6e3b6e7';biddate is '2025-02-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 12.6416179891325;target_cpi is 1.2;campaign is 58205;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 2.12;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 17194117 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.38;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is 17194116;hour is '2025-02-07 00:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[7 sessions in app 'com.bitmango.go.wordcookies', 79 ad_requests with mean bid_floor 44.9; 25 sessions in app 'com.blackout.spades', 7953 ad_requests with mean bid_floor 30.7, 22 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'brookfieldproperties.com' with mean price 0.7, 2 impressions of adomain 'classickia.com' with mean price 0.6, 2 impressions of adomain 'clorox.com' with mean price 0.4, 2 impressions of adomain 'covergirl.com' with mean price 0.4, 1 impressions of adomain 'firsthorizon.com' with mean price 0.3, 1 impressions of adomain 'itcosmetics.com' with mean price 0.9, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 11.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 impressions of adomain 'progressive.com' with mean price 0.8, 1 impressions of adomain 'thisiscleveland.com' with mean price 0.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3; 4 sessions in app 'com.tripledot.solitaire', 797 ad_requests with mean bid_floor 6.8, 2 impressions of adomain 'depend.com' with mean price 0.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 3 impressions of adomain 'encompasshealth.com' with mean price 0.5, 1 impressions of adomain 'geico.com' with mean price 0.7, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 6.5, 2 impressions of adomain 'lowes.com' with mean price 0.2, 1 impressions of adomain 'playtika.com' with mean price 0.3, 1 clicks of adomain 'regalcardplay.com', 1 impressions of adomain 'regalcardplay.com' with mean price 8.5, 1 impressions of adomain 'right-angle.pro' with mean price 0.2, 1 impressions of adomain 'securitas.com' with mean price 0.1, 1 impressions of adomain 'southwest.com' with mean price 0.1, 1 impressions of adomain 'speedway.com' with mean price 0.2, 52 impressions of adomain 'verizonwireless.com' with mean price 0.2, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'voltarengel.com' with mean price 0.6, 4 impressions of adomain 'walgreens.com' with mean price 0.6, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.1; 38 sessions in app 'com.tripledot.woodoku', 4131 ad_requests with mean bid_floor 6.1, 51 impressions of adomain 'adidas.com' with mean price 0.0, 14 impressions of adomain 'amazon.com' with mean price 0.1, 2 impressions of adomain 'apps.com.tr' with mean price 0.0, 1 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'boschsecurity.com' with mean price 0.1, 2 impressions of adomain 'cafesantodomingo.us' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.0, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'costco.com' with mean price 0.0, 1 impressions of adomain 'crest.com' with mean price 0.5, 5 impressions of adomain 'depend.com' with mean price 0.7, 1 impressions of adomain 'dickssportinggoods.com' with mean price 0.0, 2 impressions of adomain 'discover.com' with mean price 0.0, 2 impressions of adomain 'discovery.com' with mean price 0.1, 1 impressions of adomain 'disney.com' with mean price 0.0, 55 impressions of adomain 'disneyplus.com' with mean price 0.0, 5 impressions of adomain 'doordash.com' with mean price 0.1, 2 impressions of adomain 'dreamgames.com' with mean price 11.8, 1 clicks of adomain 'dreamgames.com', 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.5, 1 impressions of adomain 'elementsmassage.com' with mean price 0.4, 2 impressions of adomain 'encompasshealth.com' with mean price 0.5, 1 impressions of adomain 'ezcater.com' with mean price 0.1, 10 impressions of adomain 'geico.com' with mean price 3.1, 1 impressions of adomain 'generalmills.com' with mean price 0.6, 1 impressions of adomain 'gillette.com' with mean price 0.5, 5 impressions of adomain 'goodnes.com' with mean price 1.3, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'honda.com' with mean price 0.1, 1 impressions of adomain 'hutchinson.com' with mean price 0.0, 1 impressions of adomain 'ibotta.com' with mean price 0.0, 73 impressions of adomain 'iheart.com' with mean price 0.0, 4 impressions of adomain 'intuit.com' with mean price 2.7, 1 impressions of adomain 'jnj.com' with mean price 0.5, 1 impressions of adomain 'kohls.com' with mean price 0.5, 1 impressions of adomain 'kwai.com' with mean price 0.1, 18 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'merrickpetcare.com' with mean price 0.2, 2 impressions of adomain 'microsoft.com' with mean price 6.5, 1 impressions of adomain 'midtownpsychotherapy.org' with mean price 0.0, 1 impressions of adomain 'missionfoods.com' with mean price 2.4, 1 impressions of adomain 'murka.com' with mean price 0.1, 2 impressions of adomain 'napaprolink.com' with mean price 0.0, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 2 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'olay.com' with mean price 0.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 2 impressions of adomain 'paypal.com' with mean price 0.5, 1 impressions of adomain 'perdue.com' with mean price 0.0, 1 impressions of adomain 'playrix.com' with mean price 4.8, 4 impressions of adomain 'playtika.com' with mean price 0.2, 2 impressions of adomain 'progressive.com' with mean price 0.0, 2 impressions of adomain 'puffs.com' with mean price 4.9, 1 impressions of adomain 'robitussin.com' with mean price 0.6, 6 impressions of adomain 'samsung.com' with mean price 0.1, 1 impressions of adomain 'scopely.com' with mean price 0.0, 1 impressions of adomain 'starbucks.com' with mean price 0.5, 1 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'theraflu.com' with mean price 0.6, 1 impressions of adomain 'truecitrus.com' with mean price 1.1, 3 impressions of adomain 'tums.com' with mean price 0.6, 1 impressions of adomain 'ubykotex.com' with mean price 0.6, 2 impressions of adomain 'verizon.com' with mean price 0.0, 1 impressions of adomain 'vertexfleet.com' with mean price 0.3, 3 impressions of adomain 'vicks.com' with mean price 1.9, 3 impressions of adomain 'vitastudio.ai' with mean price 0.1, 2 impressions of adomain 'voltarengel.com' with mean price 0.6, 21 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'walmart.com' with mean price 0.0, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'www.learnings.ai' with mean price 0.0, 1 impressions of adomain 'www.libertytax.com' with mean price 0.0, 8 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 7.2; 31 sessions in app 'in.playsimple.wordsearch', 760 ad_requests with mean bid_floor 16.7];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 4776;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 4776;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.816552090886998;partition is 3454
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'e88f1b5d-f6c6-4c11-a92e-776d1cde5fc1';uuid is 'b50c244c-86b9-4cff-9933-d283d6f0fff2';bid_timestamp is '2024-12-30 18:19:47';device_id is 'e88f1b5d-f6c6-4c11-a92e-776d1cde5fc1';biddate is '2024-12-30';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.2372891011951;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 ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 96 ;time_since_impression is 54863 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.28;prior_theme_impressions_count is 96;prior_tag_clicks_count is 32 ;time_since_click is 54954;hour is '2024-12-30 18:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior is :[1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 7.5; 18 sessions in app 'com.productmadness.hovmobile', 1217 ad_requests with mean bid_floor 16.0, 16 clicks of adomain 'api.org', 24 impressions of adomain 'api.org' with mean price 5.0, 2 clicks of adomain 'chime.com', 3 impressions of adomain 'chime.com' with mean price 2.2, 1 impressions of adomain 'cricketwireless.com' with mean price 3.8, 1 clicks of adomain 'healthwellnessjournal.com', 2 impressions of adomain 'healthwellnessjournal.com' with mean price 3.2, 13 clicks of adomain 'jerseymikes.com', 22 impressions of adomain 'jerseymikes.com' with mean price 2.1, 1 clicks of adomain 'premierwellnesspicks.com', 1 impressions of adomain 'premierwellnesspicks.com' with mean price 3.0, 1 clicks of adomain 'shipt.com', 7 impressions of adomain 'shipt.com' with mean price 4.3; 108 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 9080 ad_requests with mean bid_floor 12.8, 3 impressions of adomain '5252slot.com' with mean price 1.4, 5 clicks of adomain 'chime.com', 18 impressions of adomain 'chime.com' with mean price 1.5, 2 impressions of adomain 'healthprimal.com' with mean price 2.3, 1 impressions of adomain 'healthsmart24.com' with mean price 3.3, 1 clicks of adomain 'lobstermaniaslots.com', 2 impressions of adomain 'lobstermaniaslots.com' with mean price 1.5, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 2.8, 35 impressions of adomain 'newpub.co/spades' with mean price 4.1, 34 clicks of adomain 'newpub.co/spades', 2 clicks of adomain 'oakevergames.com', 4 impressions of adomain 'oakevergames.com' with mean price 2.1, 1 impressions of adomain 'paramountplus.com' with mean price 3.3, 1 impressions of adomain 'patientdoctorpartnership.com' with mean price 4.0, 33 impressions of adomain 'productmadness.com' with mean price 3.6, 10 clicks of adomain 'productmadness.com', 1 clicks of adomain 'scientificgames.com', 1 impressions of adomain 'scientificgames.com' with mean price 2.0, 2 impressions of adomain 'snapchat.com' with mean price 4.1, 1 impressions of adomain 'tech.pokergaga.net' with mean price 1.4, 2 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'com.vegas.casino.slothbunm', 11 ad_requests with mean bid_floor 3.2; 2 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 11.3; 10 sessions in app 'kjv.bible.kingjamesbible', 20 ad_requests with mean bid_floor 0.1];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 15;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 15;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.932129347303944;partition is 3712
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'e689e008-5426-432c-acc4-f39afbaa1467';uuid is '27462d18-0ea8-41fd-bde4-7dcc4446e5fb';bid_timestamp is '2024-12-31 1:02:30';device_id is 'e689e008-5426-432c-acc4-f39afbaa1467';biddate is '2024-12-31';country is 'USA';app is 'com.trivialtechnology.Rummy500D';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 40.7233984451021;target_cpi is 3.75722878409807;campaign is 57661;creative_id is 229286;session_duration is 3 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.74 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.015821;placement_historical_value is ;third_party_bid_price is 0.74;prior_tag_impressions_count is 5 ;time_since_impression is 173742 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.06;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is 252105;hour is '2024-12-31 01:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior is :[1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 31 ad_requests with mean bid_floor 0.5; 2 sessions in app 'com.cmgames.CoinCars', 8 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.enflick.android.TextNow', 1 ad_requests with mean bid_floor 44.0; 15 sessions in app 'com.fiogonia.spades', 2262 ad_requests with mean bid_floor 45.1; 24 sessions in app 'com.gamebrain.hexasort', 748 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 8 impressions of adomain 'adidas.com' with mean price 0.1, 121 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bidease.com' with mean price 0.7, 2 impressions of adomain 'bidease.com_101931' with mean price 0.8, 1 impressions of adomain 'collectivemindsstore.myshopify.com' with mean price 0.2, 6 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'csr-racing.com' with mean price 0.3, 1 impressions of adomain 'cuisinart.com' with mean price 0.3, 1 impressions of adomain 'directauto.com' with mean price 0.1, 6 impressions of adomain 'dogtopia.com' with mean price 0.3, 5 impressions of adomain 'dyson.com' with mean price 0.2, 3 impressions of adomain 'elanco.us' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'huggies.com' with mean price 0.2, 3 impressions of adomain 'inspiredsquare.com' with mean price 0.0, 2 impressions of adomain 'iqfiber.com' with mean price 0.3, 1 impressions of adomain 'kohler.com' with mean price 0.6, 2 impressions of adomain 'monsterenergy.com' with mean price 0.3, 2 impressions of adomain 'naturesbounty.com' with mean price 0.5, 1 impressions of adomain 'neutrogena.com' with mean price 0.4, 6 impressions of adomain 'newpub.co/business-empire' with mean price 27.0, 1 clicks of adomain 'newpub.co/business-empire', 4 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.4, 2 impressions of adomain 'orgain.com' with mean price 0.4, 1 impressions of adomain 'pcmtrials.com' with mean price 0.4, 1 impressions of adomain 'pentlyconger.com' with mean price 0.2, 1 impressions of adomain 'pizzahut.com' with mean price 0.0, 1 impressions of adomain 'progressive.com' with mean price 0.7, 8 impressions of adomain 'puma.com' with mean price 0.3, 1 impressions of adomain 'qunol.com' with mean price 0.3, 1 impressions of adomain 'roblox.com' with mean price 0.2, 3 impressions of adomain 'sennheiser.com' with mean price 0.3, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'solaray.com' with mean price 0.3, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 8 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 impressions of adomain 'thermos.com' with mean price 0.2, 1 impressions of adomain 'wabash.edu' with mean price 0.6, 1 impressions of adomain 'wbd.com' with mean price 0.2; 4 sessions in app 'com.hexa.master.puzzle.match3d', 63 ad_requests with mean bid_floor 1.0; 2 sessions in app 'com.hwqgrhhjfd.idlefastfood', 156 ad_requests with mean bid_floor 27.7; 1 sessions in app 'com.idle.startup.richman.rich.business.tycoon', 1 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.miniclip.basketballstars', 17 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 3.1; 2 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 6.7; 52 sessions in app 'com.trivialtechnology.Rummy500D', 742 ad_requests with mean bid_floor 6.2; 14 sessions in app 'com.uspex.hts', 95 ad_requests with mean bid_floor 2.2, 1 impressions of adomain 'unitedwaynefl.org' with mean price 1.3; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 9.7; 4 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 12.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 48;channel is 'USA/I/applovin/com.trivialtechnology.Rummy500D/False/117';time_since_click_in_hours is 70;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.259185088410653;partition is 3712
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '6920c32c-fd35-47f7-8b44-289d52ebd6ca';uuid is 'c3ec17c6-44db-450d-97f6-351c6d8776f1';bid_timestamp is '2025-02-10 21:33:29';device_id is '6920c32c-fd35-47f7-8b44-289d52ebd6ca';biddate is '2025-02-10';country is 'USA';app is 'com.smart.applock.iteao';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'fyber';raw_price is 3.05;target_cpi is 3.54531407356262;campaign is 58206;creative_id is 228773;session_duration is 2000 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'vie';bid_floor is 3.04 ;min_floor is 3.04 ;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 0.14;prior_theme_impressions_count is 0;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 15;user_behavior is :[6 sessions in app 'black.hole.wp', 148 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.antivirus', 1 ad_requests with mean bid_floor 5.2; 20 sessions in app 'com.applock.plus.uguet', 122 ad_requests with mean bid_floor 3.3; 10 sessions in app 'com.baliuapps.superapp', 25 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.bestringtonesapps.freeringtonesforandroid', 1 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.clean.fast.launcher', 13 ad_requests with mean bid_floor 5.2; 25 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 232 ad_requests with mean bid_floor 5.3; 5 sessions in app 'com.counter.setp.pedometer', 31 ad_requests with mean bid_floor 5.1; 17 sessions in app 'com.duty.deviceclean.phonesto', 136 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 2.1; 6 sessions in app 'com.fee.fileease', 30 ad_requests with mean bid_floor 9.4; 20 sessions in app 'com.filemanager.quickly.mster', 276 ad_requests with mean bid_floor 5.2; 19 sessions in app 'com.fileorganizer.cabinet.efficient', 286 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.fun.enhance.magnify', 49 ad_requests with mean bid_floor 5.0; 11 sessions in app 'com.healthassistant.bloodtrack.monitor', 110 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.live.life.forecast.weathertracker', 3 ad_requests with mean bid_floor 5.2; 9 sessions in app 'com.local.news.plus', 21 ad_requests with mean bid_floor 48.1; 3 sessions in app 'com.logomaster.logomaker', 4 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.mahjong.op.gp', 7 ad_requests with mean bid_floor 2.4; 9 sessions in app 'com.make.audker.mipbui', 27 ad_requests with mean bid_floor 33.2; 4 sessions in app 'com.manageirfile.cleankilmaster', 14 ad_requests with mean bid_floor 63.4; 1 sessions in app 'com.nasssimato.mobilezone', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.saintel.labible', 6 ad_requests with mean bid_floor 185.5; 22 sessions in app 'com.smart.applock.iteao', 825 ad_requests with mean bid_floor 7.6; 13 sessions in app 'com.spaceclean.quickcleaner', 48 ad_requests with mean bid_floor 60.5; 1 sessions in app 'com.spker.kurg', 3 ad_requests with mean bid_floor 5.2; 23 sessions in app 'com.stridecounter.stepcalculation', 1545 ad_requests with mean bid_floor 20.5; 1 sessions in app 'com.tpeda.aphone', 2 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.uxto.gcd', 24 ad_requests with mean bid_floor 10.3; 4 sessions in app 'com.vafra.browser', 6 ad_requests with mean bid_floor 144.9; 11 sessions in app 'dd.daily.dot', 369 ad_requests with mean bid_floor 3.1; 12 sessions in app 'dl.todo.tdtask', 472 ad_requests with mean bid_floor 9.9; 10 sessions in app 'drink.dd.dy', 578 ad_requests with mean bid_floor 9.1; 3 sessions in app 'gallery.photomanager.picturegalleryapp.imagegallery', 15 ad_requests with mean bid_floor 3.2, 1 impressions of adomain 'tiktok.com' with mean price 2.9; 5 sessions in app 'hqs.handy.qrcode.scanner', 186 ad_requests with mean bid_floor 5.8; 3 sessions in app 'in.playsimple.wordtrip', 59 ad_requests with mean bid_floor 9.1; 13 sessions in app 'llww.live.weather', 334 ad_requests with mean bid_floor 3.0, 1 impressions of adomain '5252slot.com' with mean price 2.7, 2 impressions of adomain 'bigo.tv' with mean price 9.6; 16 sessions in app 'nm.note.mate', 1165 ad_requests with mean bid_floor 10.8; 4 sessions in app 'schedule.note.tdl', 88 ad_requests with mean bid_floor 11.1; 12 sessions in app 'tb.task.beats', 533 ad_requests with mean bid_floor 12.1];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 0;channel is 'USA/I/fyber/com.smart.applock.iteao/False/119';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.236668584352744;partition is 407
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '2e4764e3-a1dd-4057-be93-bc15d82be032';uuid is '2cd682dd-56fa-40d8-8bfd-be4c5d28152c';bid_timestamp is '2025-01-09 1:25:44';device_id is '2e4764e3-a1dd-4057-be93-bc15d82be032';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.2451540436991;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 ;placement_historical_value is 10.777198;third_party_bid_price is ;prior_tag_impressions_count is 20 ;time_since_impression is 74093 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.66;prior_theme_impressions_count is 20;prior_tag_clicks_count is 18 ;time_since_click is 74083;hour is '2025-01-09 01:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior is :[1 sessions in app 'com.Polystation.BuildABabe', 1 ad_requests with mean bid_floor 67.8; 1 sessions in app 'com.acidcousins.fdunk', 14 ad_requests with mean bid_floor 1.9, 1 impressions of adomain 'sling.com' with mean price 2.7, 2 impressions of adomain 'walmart.com' with mean price 1.3; 1 sessions in app 'com.bitmango.go.wordcookies', 52 ad_requests with mean bid_floor 56.4; 57 sessions in app 'com.blackout.spades', 13882 ad_requests with mean bid_floor 28.1, 4 impressions of adomain 'att.com' with mean price 0.9, 1 impressions of adomain 'mikmak.com' with mean price 1.0, 1 impressions of adomain 'newpub.co/spades' with mean price 3.0, 1 impressions of adomain 'orville.com' with mean price 1.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.8, 1 impressions of adomain 'providencehill.com' with mean price 0.4, 2 impressions of adomain 'samhsa.gov' with mean price 5.0, 1 impressions of adomain 'vioc.com' with mean price 0.4; 1 sessions in app 'com.cyber.fox', 1 ad_requests with mean bid_floor 5.2; 16 sessions in app 'com.image.conveimage', 21305 ad_requests with mean bid_floor 12.3; 1 sessions in app 'com.mgc.stickman.rope.hero', 12 ad_requests with mean bid_floor 33.9; 1 sessions in app 'com.theangrykraken.fourinarow', 27 ad_requests with mean bid_floor 91.5; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.youmusic.magictiles', 9 ad_requests with mean bid_floor 23.6; 6 sessions in app 'ec.ultra.clean', 264 ad_requests with mean bid_floor 2.4; 3 sessions in app 'in.playsimple.wordsearch', 79 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 20;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 21;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.181181677694365;partition is 591
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '5e3b78a6-9f56-43a8-90e5-8b84e93f8500';uuid is 'b62ff307-fb37-4779-a11d-9b7822c8813d';bid_timestamp is '2025-02-07 22:56:56';device_id is '5e3b78a6-9f56-43a8-90e5-8b84e93f8500';biddate is '2025-02-07';country is 'USA';app is 'com.playvalve.connect.dots';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 14.8102394905832;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'ie';bid_floor is 3.71 ;min_floor is 3.71 ;bidmachine_placement_value is 12.23077;placement_historical_value is 23.600288;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 160943 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.89;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 22:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[5 sessions in app '110.ROKU.jewIHnE8iZ8Oezq_ot_I8rGVb-GmXrGLqvop4IJBOa4', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'co.aviagames.mtp.billiards.samsung', 8 ad_requests with mean bid_floor 60.1; 1 sessions in app 'com.AliceTile.Story.Secret.and', 20 ad_requests with mean bid_floor 5.3; 3 sessions in app 'com.Smiley.Tile.Match', 125 ad_requests with mean bid_floor 30.7; 1 sessions in app 'com.alpha.went.roll', 65 ad_requests with mean bid_floor 3.3; 5 sessions in app 'com.balloon.triple.match.master3d.game', 140 ad_requests with mean bid_floor 13.3; 1 sessions in app 'com.bhe.tiles', 3 ad_requests with mean bid_floor 88.8; 2 sessions in app 'com.blocky.quest', 33 ad_requests with mean bid_floor 129.5; 8 sessions in app 'com.burakgon.gamebooster3', 20 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.day.day.good.nice', 68 ad_requests with mean bid_floor 26.3; 1 sessions in app 'com.dfp.qrt.cei', 61 ad_requests with mean bid_floor 7.9; 26 sessions in app 'com.epedometer.step', 398 ad_requests with mean bid_floor 20.1; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.flow.sort.colosize.puzzle', 8 ad_requests with mean bid_floor 3.0; 3 sessions in app 'com.funtomic.matchmasters', 6 ad_requests with mean bid_floor 77.7; 1 sessions in app 'com.gimica.ballbounce', 33 ad_requests with mean bid_floor 12.9; 2 sessions in app 'com.gimica.madsmash', 38 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.gimica.maketen', 35 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.gimica.mixblox', 70 ad_requests with mean bid_floor 0.6; 7 sessions in app 'com.gimica.solitaireverse', 335 ad_requests with mean bid_floor 4.0, 1 impressions of adomain 'giftwonder.online' with mean price 0.4, 2 impressions of adomain 'peacocktv.com' with mean price 0.2, 1 impressions of adomain 'solitairecash.com' with mean price 0.6; 6 sessions in app 'com.gimica.spaceconnect', 123 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.gimica.tilematchpro', 70 ad_requests with mean bid_floor 7.9; 8 sessions in app 'com.gimica.watersorter', 295 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.3; 1 sessions in app 'com.hideseek.swordslash', 22 ad_requests with mean bid_floor 19.9; 2 sessions in app 'com.innplaylabs.animalkingdomraid', 188 ad_requests with mean bid_floor 401.6; 40 sessions in app 'com.justplay.app', 484 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.lucky.scratchcard.championjackpot.cactus', 86 ad_requests with mean bid_floor 39.5; 1 sessions in app 'com.mahjong.op.gp', 11 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.megawinner.bankersrushtop', 83 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.merge.vogue.hue.amazing', 14 ad_requests with mean bid_floor 1.9; 3 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 11 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.mintgames.adultcoloring', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.mobilityware.MonopolySolitaire', 38 ad_requests with mean bid_floor 41.5; 2 sessions in app 'com.molkk.android.wordswin', 158 ad_requests with mean bid_floor 1.0; 1 sessions in app 'com.money.time', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.moon.dental.whether.origin', 12 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.opgames.mahjongtile.gp', 8 ad_requests with mean bid_floor 12.8, 1 clicks of adomain 'mintegral.com', 1 impressions of adomain 'mintegral.com' with mean price 308.2; 1 sessions in app 'com.panda.shelf.bamboo.match.forest.bearcat', 79 ad_requests with mean bid_floor 3.1, 1 clicks of adomain 'almedia.co', 1 impressions of adomain 'almedia.co' with mean price 21.8; 1 sessions in app 'com.peoplefun.wordcross', 16 ad_requests with mean bid_floor 5.4; 4 sessions in app 'com.playvalve.ballsort', 235 ad_requests with mean bid_floor 71.3; 9 sessions in app 'com.playvalve.connect.dots', 2343 ad_requests with mean bid_floor 90.4, 1 impressions of adomain 'joinpropel.com' with mean price 0.4, 1 impressions of adomain 'tactical2day.com' with mean price 31.4; 3 sessions in app 'com.playvalve.crossword', 72 ad_requests with mean bid_floor 59.7; 7 sessions in app 'com.playvalve.dominoes', 1408 ad_requests with mean bid_floor 103.1; 6 sessions in app 'com.playvalve.solitaire', 499 ad_requests with mean bid_floor 130.0; 30 sessions in app 'com.playvalve.spades', 3490 ad_requests with mean bid_floor 103.3, 1 impressions of adomain 'intuit.com' with mean price 0.4, 1 impressions of adomain 'joinpropel.com' with mean price 0.3; 11 sessions in app 'com.playvalve.tc', 318 ad_requests with mean bid_floor 81.2; 2 sessions in app 'com.playvalve.tm', 31 ad_requests with mean bid_floor 58.7; 9 sessions in app 'com.playvalve.watersort', 1460 ad_requests with mean bid_floor 94.1, 1 impressions of adomain 'numerator.com' with mean price 0.4; 8 sessions in app 'com.playvalve.wsjourney', 535 ad_requests with mean bid_floor 74.6, 1 impressions of adomain 'wegovy.com' with mean price 0.5; 48 sessions in app 'com.playvalve.yatzy', 14778 ad_requests with mean bid_floor 114.7, 1 impressions of adomain 'advanceamerica.net' with mean price 0.5, 1 impressions of adomain 'almedia.co' with mean price 0.3, 3 impressions of adomain 'buyatoyota.com' with mean price 65.0, 2 impressions of adomain 'consumertestconnect.com' with mean price 30.9, 4 impressions of adomain 'cox.com' with mean price 0.4, 1 impressions of adomain 'fluentco.com' with mean price 23.1, 3 impressions of adomain 'holmanfornorman.com' with mean price 3.7, 1 clicks of adomain 'lootlane.us', 1 impressions of adomain 'lootlane.us' with mean price 30.0, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'omgsweeps.info' with mean price 23.1, 3 impressions of adomain 'papayagaming.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'pentlyconger.com' with mean price 0.2, 1 impressions of adomain 'redbull.com' with mean price 0.2, 3 impressions of adomain 'textnow.com' with mean price 0.3, 1 impressions of adomain 'tyrads.com' with mean price 27.7; 1 sessions in app 'com.reelrush.video.mobilink', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.solitaire.card', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.solitarie.card.regal.game', 5 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.spheres.water', 25 ad_requests with mean bid_floor 5.5; 2 sessions in app 'com.tile.town.puzzle.master.match', 82 ad_requests with mean bid_floor 2.9; 6 sessions in app 'com.tkbx.tikbox', 146 ad_requests with mean bid_floor 11.8; 27 sessions in app 'com.tracerofficial', 336 ad_requests with mean bid_floor 4.7; 3 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 8.4; 1 sessions in app 'com.welldonegames.InnEmpire', 10 ad_requests with mean bid_floor 166.2; 1 sessions in app 'in.playsimple.wordtrip', 19 ad_requests with mean bid_floor 22.4; 1 sessions in app 'loppipoppi.dominoes', 22 ad_requests with mean bid_floor 14.6, 1 impressions of adomain 'dave.com' with mean price 0.3; 3 sessions in app 'solitaire.collection.klondike.card.games.free.game', 20 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 1 sessions in app 'solitaire.collection.klondike.spider.card.games', 4 ad_requests with mean bid_floor 3.7; 1 sessions in app 'solitaire.puzzlemaker.solitaire.klondike.cardgame.patience', 4 ad_requests with mean bid_floor 51.7; 5 sessions in app 'water.sort.color.puzzle.offline.games', 32 ad_requests with mean bid_floor 52.6];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 44;channel is 'USA/I/bidmachine/com.playvalve.connect.dots/False/273';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.612981104164067;partition is 2531
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '7123c46c-7cf1-44e0-82be-a66b12a4b54d';uuid is '617ce744-8762-4cdd-a1a5-78ae21f3bab8';bid_timestamp is '2025-01-13 19:07:29';device_id is '7123c46c-7cf1-44e0-82be-a66b12a4b54d';biddate is '2025-01-13';country is 'USA';app is 'canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game';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 6.07663555555608;target_cpi is 11.1312471227447;campaign is 57948;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 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 4087 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.9;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is 4202;hour is '2025-01-13 19:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior is :[40 sessions in app 'canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game', 3705 ad_requests with mean bid_floor 12.6; 3 sessions in app 'com.mobilityware.GinRummySolitaire', 375 ad_requests with mean bid_floor 11.8, 10 impressions of adomain 'paramountplus.com' with mean price 0.2; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 8.2; 8 sessions in app 'com.ventogames.findthecat', 451 ad_requests with mean bid_floor 6.8; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 6.5];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/V/applovin/canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game/False/117';time_since_click_in_hours is 1;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.00473869138402527;partition is 1692
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the 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 '798e60b6-4cf3-426f-a2e7-30c9ff334fcc';bid_timestamp is '2024-12-19 0:16:25';device_id is '493721cd-120f-4be2-9439-e0feae6a50dd';biddate is '2024-12-19';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 4.67725349664261;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 1841 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.0106;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 81085 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.95;prior_theme_impressions_count is 15;prior_tag_clicks_count is 1 ;time_since_click is 333176;hour is '2024-12-19 00:00:00+00:00';day_of_week is '3';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 22;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 93;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.836985511627571;partition is 1195
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '45b1a965-4850-44a0-b1ae-5d98ff5c3ea6';uuid is '7e68a4d4-c343-4923-8a67-db8d3c58d660';bid_timestamp is '2025-02-07 18:00:03';device_id is '45b1a965-4850-44a0-b1ae-5d98ff5c3ea6';biddate is '2025-02-07';country is 'USA';app is 'com.browserzheng.foundernews';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 935 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 've';bid_floor is 12.569216 ;min_floor is 12.569216 ;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 13;user_behavior is :[1 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 1 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.adoreapps.fm.radio.fmradio', 1 ad_requests with mean bid_floor 130.0; 2 sessions in app 'com.applock.launcher', 15 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.avast.android.cleaner', 7 ad_requests with mean bid_floor 53.7; 1 sessions in app 'com.avg.cleaner', 8 ad_requests with mean bid_floor 46.0; 1 sessions in app 'com.baliuapps.superapp', 2 ad_requests with mean bid_floor 3.3; 3 sessions in app 'com.bestzippers.lock.gold.pattern.lockscreen', 3 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.block.blast.free.cube.puzzle.game', 21 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.boatip.browser', 27 ad_requests with mean bid_floor 36.8; 44 sessions in app 'com.browserzheng.foundernews', 12310 ad_requests with mean bid_floor 9.0; 104 sessions in app 'com.clean.fast.launcher', 775 ad_requests with mean bid_floor 6.0; 23 sessions in app 'com.easybrain.backgammon.board.games', 2403 ad_requests with mean bid_floor 11.7, 7 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'alignprobiotics.com' with mean price 1.6, 2 impressions of adomain 'att.com' with mean price 0.4, 1 impressions of adomain 'bausch.com' with mean price 0.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 13 impressions of adomain 'coca-cola.com' with mean price 1.0, 1 impressions of adomain 'comsoc.org' with mean price 3.1, 1 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'deepindiankitchen.com' with mean price 0.5, 2 impressions of adomain 'depend.com' with mean price 0.3, 10 impressions of adomain 'discover.com' with mean price 0.6, 3 impressions of adomain 'disneyplus.com' with mean price 0.1, 6 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'genesis.com' with mean price 0.7, 1 impressions of adomain 'gillette.com' with mean price 0.4, 4 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.1, 13 impressions of adomain 'huggies.com' with mean price 0.1, 2 impressions of adomain 'ingrezza.com' with mean price 0.2, 1 impressions of adomain 'intuit.com' with mean price 0.2, 2 impressions of adomain 'izervay.com' with mean price 0.1, 1 impressions of adomain 'kay.com' with mean price 0.4, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 1 impressions of adomain 'lappmillwright.com' with mean price 0.4, 2 impressions of adomain 'libtayo.com' with mean price 0.1, 1 impressions of adomain 'livenation.com' with mean price 0.1, 1 impressions of adomain 'loonmtn.com' with mean price 0.1, 3 impressions of adomain 'mccormick.com' with mean price 0.3, 2 impressions of adomain 'mcdonalds.com' with mean price 0.2, 6 impressions of adomain 'mennowood.com' with mean price 0.3, 2 impressions of adomain 'metronet.com' with mean price 0.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 4 impressions of adomain 'mybrb.bank' with mean price 0.2, 1 impressions of adomain 'oldspice.com' with mean price 0.1, 1 impressions of adomain 'palmers.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.2, 2 impressions of adomain 'pennfoster.edu' with mean price 0.1, 3 impressions of adomain 'playtika.com' with mean price 0.1, 2 impressions of adomain 'poise.com' with mean price 0.3, 2 impressions of adomain 'pull-ups.com' with mean price 0.3, 1 impressions of adomain 'purina.com' with mean price 0.5, 1 impressions of adomain 'sdi.edu' with mean price 0.1, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2, 2 impressions of adomain 'starbucks.com' with mean price 0.2, 5 impressions of adomain 'subaru.com' with mean price 0.6, 2 impressions of adomain 'sunnyhealthfitness.com' with mean price 0.2, 1 impressions of adomain 'ubykotex.com' with mean price 0.5, 2 impressions of adomain 'vicks.com' with mean price 0.4, 9 impressions of adomain 'wawa.com' with mean price 0.2, 6 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'xyzal.com' with mean price 0.1; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.fiogonia.yatzy', 1 ad_requests with mean bid_floor 5.1; 17 sessions in app 'com.flashlight.callflash.ringingbet', 1212 ad_requests with mean bid_floor 6.1; 2 sessions in app 'com.gamovation.tileclub', 92 ad_requests with mean bid_floor 3.7, 17 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'temu.com' with mean price 0.0; 1 sessions in app 'com.magic.fluidwallpaper.livewallpaper', 8 ad_requests with mean bid_floor 6.3; 1 sessions in app 'com.mediapro.entertainment.freeringtone', 1 ad_requests with mean bid_floor 0.0; 45 sessions in app 'com.mobeasyapp.app472034232267', 5960 ad_requests with mean bid_floor 18.0; 1 sessions in app 'com.pd.screw', 33 ad_requests with mean bid_floor 12.5; 6 sessions in app 'com.playvalve.solitaire', 593 ad_requests with mean bid_floor 186.7, 2 impressions of adomain 'evenue.net' with mean price 0.9, 1 impressions of adomain 'paramountplus.com' with mean price 0.4; 1 sessions in app 'com.screen.craft.wallpaper', 17 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.today.data.toutup', 54 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.5; 4 sessions in app 'com.tripledot.woodoku', 10 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.vitastudio.solitaire', 2 ad_requests with mean bid_floor 3.5; 2 sessions in app 'fmradio.radiostation.livefm.musicradio', 9 ad_requests with mean bid_floor 0.0; 4 sessions in app 'in.playsimple.wordsearch', 16 ad_requests with mean bid_floor 5.7; 6 sessions in app 'in.playsimple.wordtrip', 13 ad_requests with mean bid_floor 6.9; 4 sessions in app 'qrcodescanner.qrcodereader.qrscanner.barcodereader', 8 ad_requests with mean bid_floor 101.9; 2 sessions in app 'radio.usa', 11 ad_requests with mean bid_floor 15.2; 1 sessions in app 'sort.ball.color.puzzle.sorting.tube.game', 1 ad_requests with mean bid_floor 5.8; 11 sessions in app 'st.ows.chess', 164 ad_requests with mean bid_floor 2.7, 17 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'bgfoods.com' with mean price 0.6, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'facebook.com' with mean price 0.2, 1 impressions of adomain 'hartz.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'mobilityware.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 0.4, 1 impressions of adomain 'pepcid.com' with mean price 1.4, 1 impressions of adomain 'ruizfoods.com' with mean price 0.9, 1 impressions of adomain 'samsung.com' with mean price 0.9, 1 impressions of adomain 'smuckers.com' with mean price 1.1, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'tiktok.com' with mean price 1.9, 1 impressions of adomain 'valottery.com' with mean price 0.5, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'zyrtec.com' with mean price 0.1; 22 sessions in app 'wallpaper.hd.live.background', 3093 ad_requests with mean bid_floor 6.4; 5 sessions in app 'weather.forecast.channel.live', 7 ad_requests with mean bid_floor 0.0];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.browserzheng.foundernews/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.403909544250621;partition is 159
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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 'b0672f95-30f9-4889-a47d-53b5edf105b5';bid_timestamp is '2025-02-07 1:31:22';device_id is '6d2ec343-5a60-49ff-a5d9-d3247298ddc8';biddate is '2025-02-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 73.2731696243817;target_cpi is 1.2;campaign is 58205;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.12;placement_historical_value is 20.23607;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 1.67;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 01:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;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 0.930345009594492;partition is 3882
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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 'e56ce553-8bc3-44fd-b317-01df070ff182';bid_timestamp is '2025-01-28 21:01:57';device_id is 'virt:937228abf7be14e9a2f659affb2e47a2';biddate is '2025-01-28';country is 'USA';app is 'com.peoplefun.wordflowers';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.09055480077006;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'PeopleFun MAX';seller_id is 188;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 245.181187;placement_historical_value is 9.967457;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 21:00:00+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/bidmachine/com.peoplefun.wordflowers/False/188';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.533833580120419;partition is 3702
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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 '641ce3b1-8441-4b25-af6d-4c1c3fb933eb';uuid is '079d1e6a-d9ad-44cd-9f7d-56652fd356cb';bid_timestamp is '2024-12-16 2:11:09';device_id is '641ce3b1-8441-4b25-af6d-4c1c3fb933eb';biddate is '2024-12-16';country is 'USA';app is 'com.easybrain.word.puzzle.game';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 31.851682;target_cpi is 1;campaign is 57530;creative_id is 228773;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'vi';bid_floor is 31.841682 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 37 ;time_since_impression is 4107 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.69;prior_theme_impressions_count is 37;prior_tag_clicks_count is 17 ;time_since_click is 38504;hour is '2024-12-16 02:00:00+00:00';day_of_week is '0';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 0.0; 1 sessions in app 'block.puzzle.jewel.adventure', 11 ad_requests with mean bid_floor 37.4; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 3 ad_requests with mean bid_floor 5.9; 23 sessions in app 'com.block.juggle', 498 ad_requests with mean bid_floor 44.4; 20 sessions in app 'com.bubbleshooter.origin.classic.puzzle', 2213 ad_requests with mean bid_floor 49.8; 1 sessions in app 'com.cjkjldkjkdd.ninja', 31 ad_requests with mean bid_floor 19.6; 109 sessions in app 'com.easybrain.word.puzzle.game', 18805 ad_requests with mean bid_floor 9.8, 1 impressions of adomain '3m.com' with mean price 0.1, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 2 impressions of adomain 'ableunited.com' with mean price 0.1, 3 impressions of adomain 'adbry.com' with mean price 0.1, 1 impressions of adomain 'addyi.com' with mean price 0.1, 3 clicks of adomain 'adidas.com', 1946 impressions of adomain 'adidas.com' with mean price 0.0, 3 impressions of adomain 'advanceamerica.net' with mean price 0.2, 2 impressions of adomain 'advantagesolutions.net' with mean price 0.4, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 152 impressions of adomain 'amazon.com' with mean price 0.2, 17 impressions of adomain 'amerisbank.com' with mean price 0.6, 4 impressions of adomain 'andersonuniversity.edu' with mean price 1.7, 7 impressions of adomain 'anheuser-busch.com' with mean price 0.3, 1 clicks of adomain 'arlo.com', 10 impressions of adomain 'arlo.com' with mean price 1.5, 2 impressions of adomain 'astrazeneca.com' with mean price 1.9, 4 impressions of adomain 'autodealsnearyou.com' with mean price 0.4, 1 impressions of adomain 'beechnut.com' with mean price 0.4, 14 impressions of adomain 'beiersdorf.com' with mean price 0.4, 5 impressions of adomain 'bgfoods.com' with mean price 0.6, 2 impressions of adomain 'bluetriton.com' with mean price 1.0, 2 impressions of adomain 'bragg.com' with mean price 0.6, 4 impressions of adomain 'breatheright.com' with mean price 1.5, 3 impressions of adomain 'bridgeschc.com' with mean price 0.1, 5 impressions of adomain 'briumvihcp.com' with mean price 0.2, 1 impressions of adomain 'briviact.com' with mean price 0.5, 15 impressions of adomain 'budlight.com' with mean price 0.4, 1 impressions of adomain 'bushbeans.com' with mean price 0.5, 9 impressions of adomain 'cadillac.com' with mean price 0.0, 2 impressions of adomain 'campingworld.com' with mean price 0.1, 3 impressions of adomain 'castrol.com' with mean price 0.1, 1 impressions of adomain 'caymanvisitor.com' with mean price 0.4, 1 impressions of adomain 'cbp.gov' with mean price 0.3, 1 impressions of adomain 'cdldrivingacademy.com' with mean price 0.9, 2 impressions of adomain 'cdw.com' with mean price 0.1, 1 impressions of adomain 'celonis.com' with mean price 0.6, 1 impressions of adomain 'childrenscancer.org' with mean price 0.6, 4 impressions of adomain 'churchdwight.com' with mean price 0.1, 1 impressions of adomain 'ciachef.edu' with mean price 2.4, 4 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'coach.com' with mean price 0.6, 5 impressions of adomain 'coca-cola.com' with mean price 3.5, 20 impressions of adomain 'cocacola.com' with mean price 0.0, 7 impressions of adomain 'connectionsacademy.com' with mean price 8.3, 1 impressions of adomain 'crest.com' with mean price 0.3, 22 impressions of adomain 'cvs.com' with mean price 1.6, 1 impressions of adomain 'dentek.com' with mean price 0.9, 10 impressions of adomain 'depend.com' with mean price 0.3, 1 clicks of adomain 'direxioninvestments.com', 5 impressions of adomain 'direxioninvestments.com' with mean price 7.3, 9 impressions of adomain 'disneyplus.com' with mean price 0.1, 3 impressions of adomain 'dollargeneral.com' with mean price 0.3, 5 impressions of adomain 'dove.com' with mean price 0.2, 2 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.5, 14 impressions of adomain 'dulcolax.com' with mean price 0.1, 4 impressions of adomain 'duracell.com' with mean price 0.2, 3 impressions of adomain 'dyson.com' with mean price 4.5, 1 impressions of adomain 'elanco.com' with mean price 0.5, 28 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 3 impressions of adomain 'emoryhealthcare.org' with mean price 0.1, 1 impressions of adomain 'fancysprinkles.com' with mean price 0.6, 1 impressions of adomain 'fellowproducts.com' with mean price 0.1, 5 impressions of adomain 'figfcu.org' with mean price 3.1, 1 impressions of adomain 'firstfinancial.org' with mean price 0.4, 9 impressions of adomain 'flexfits.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 10 impressions of adomain 'floridalottery.com' with mean price 0.1, 1 impressions of adomain 'floridastrawberry.org' with mean price 0.4, 4 impressions of adomain 'fourstarfreightliner.com' with mean price 0.3, 4 impressions of adomain 'fycompaondemand.com' with mean price 6.2, 2 impressions of adomain 'galderma.com' with mean price 0.5, 6 impressions of adomain 'gaylaparks.com' with mean price 0.4, 1 impressions of adomain 'gelighting.com' with mean price 0.4, 1 impressions of adomain 'gillette.com' with mean price 0.2, 39 impressions of adomain 'goldencorral.com' with mean price 0.9, 6 impressions of adomain 'goodnites.com' with mean price 0.3, 5 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.1, 1 impressions of adomain 'groundtruth.com' with mean price 0.2, 14 impressions of adomain 'haleon.com' with mean price 0.8, 4 impressions of adomain 'handsoffmyrewards.com' with mean price 0.7, 15 impressions of adomain 'havertys.com' with mean price 0.1, 4 impressions of adomain 'helloned.com' with mean price 0.1, 5 impressions of adomain 'hhs.gov' with mean price 0.1, 8 impressions of adomain 'high5casino.com' with mean price 0.2, 1 impressions of adomain 'honest.com' with mean price 1.0, 1 impressions of adomain 'hotels.com' with mean price 0.1, 29 impressions of adomain 'huggies.com' with mean price 0.2, 17 impressions of adomain 'influencemobile.com' with mean price 0.2, 1 impressions of adomain 'ingrezza.com' with mean price 0.1, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 1 impressions of adomain 'intuit.com' with mean price 0.4, 1 impressions of adomain 'irishspring.com' with mean price 0.1, 34 impressions of adomain 'jazzpharma.com' with mean price 0.2, 7 impressions of adomain 'jcpenny.com' with mean price 0.0, 1 impressions of adomain 'jmsmucker.com' with mean price 0.4, 2 impressions of adomain 'jnj.com' with mean price 0.4, 1 impressions of adomain 'jynarque.com' with mean price 0.4, 1 impressions of adomain 'kantata.com' with mean price 0.1, 3 impressions of adomain 'kao.com' with mean price 0.5, 1 impressions of adomain 'kashkick.com' with mean price 0.0, 4 impressions of adomain 'kay.com' with mean price 0.8, 3 impressions of adomain 'kellanova.com' with mean price 0.5, 7 impressions of adomain 'kelloggs.com' with mean price 0.9, 3 impressions of adomain 'kimberly-clark.com' with mean price 0.1, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 39 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'lanierislands.com' with mean price 0.3, 13 impressions of adomain 'learnings.ai' with mean price 0.0, 7 impressions of adomain 'libtayo.com' with mean price 0.1, 2 impressions of adomain 'lifetimebrands.com' with mean price 0.1, 1 impressions of adomain 'liquiddeath.com' with mean price 0.1, 3 impressions of adomain 'marcus.com' with mean price 0.1, 5 impressions of adomain 'markanthonyintl.com' with mean price 0.1, 1 impressions of adomain 'marzetti.com' with mean price 0.9, 7 impressions of adomain 'mavenclad.com' with mean price 0.3, 1 impressions of adomain 'mavis.com' with mean price 0.2, 1 impressions of adomain 'mazdausa.com' with mean price 0.6, 13 impressions of adomain 'mccormick.com' with mean price 0.1, 11 impressions of adomain 'mcneillplumbing.com' with mean price 0.3, 2 impressions of adomain 'medline.com' with mean price 1.2, 1 impressions of adomain 'melissaanddoug.com' with mean price 0.4, 11 impressions of adomain 'metronet.com' with mean price 0.2, 1 impressions of adomain 'michaeljfox.org' with mean price 0.3, 5 impressions of adomain 'michelobultra.com' with mean price 0.1, 2 impressions of adomain 'missionfoods.com' with mean price 1.2, 1 impressions of adomain 'missionmetalsmfg.com' with mean price 0.2, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.4, 3 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'moffitt.org' with mean price 0.8, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 8 impressions of adomain 'navy.com' with mean price 0.3, 11 impressions of adomain 'nestle-watersna.com' with mean price 0.6, 1 impressions of adomain 'newworldsreading.com' with mean price 0.9, 4 impressions of adomain 'nexhealth.com' with mean price 0.1, 7 impressions of adomain 'nm.org' with mean price 0.2, 1 impressions of adomain 'nmr.com' with mean price 0.2, 8 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 4 impressions of adomain 'nutrabolt.com' with mean price 1.0, 3 impressions of adomain 'nutrafol.com' with mean price 1.1, 1 impressions of adomain 'nutrail.com' with mean price 0.7, 2 impressions of adomain 'nvidia.com' with mean price 4.4, 2 impressions of adomain 'oakevergames.com' with mean price 0.0, 2 impressions of adomain 'orgain.com' with mean price 0.5, 16 impressions of adomain 'orgovyx.com' with mean price 0.5, 1 impressions of adomain 'pageonebooks.com' with mean price 0.1, 3 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'pampers.com' with mean price 0.8, 5 impressions of adomain 'pandora.com' with mean price 0.0, 4 impressions of adomain 'paramountplus.com' with mean price 0.3, 7 impressions of adomain 'peaden.com' with mean price 0.2, 3 impressions of adomain 'pepto-bismol.com' with mean price 0.6, 2 impressions of adomain 'pg.com' with mean price 0.1, 1 impressions of adomain 'pgpro.com' with mean price 0.4, 1 impressions of adomain 'philips.com' with mean price 0.2, 1 impressions of adomain 'planetfitness.com' with mean price 0.1, 1 impressions of adomain 'planusa.org' with mean price 0.1, 4 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'postconsumerbrands.com' with mean price 5.9, 3 impressions of adomain 'prestigebrands.com' with mean price 0.1, 2 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'prilosecotc.com' with mean price 0.3, 1 impressions of adomain 'principles.com' with mean price 0.3, 75 impressions of adomain 'progressive.com' with mean price 0.3, 4 impressions of adomain 'progressivecommercial.com' with mean price 0.1, 1 impressions of adomain 'proof-advertising.com' with mean price 0.1, 4 impressions of adomain 'publix.com' with mean price 0.5, 1 clicks of adomain 'publix.com', 1 impressions of adomain 'purex.com' with mean price 0.4, 2 impressions of adomain 'radio.com' with mean price 0.0, 10 impressions of adomain 'realdealwheels.com' with mean price 1.4, 2 impressions of adomain 'redfin.com' with mean price 0.0, 12 impressions of adomain 'regeneron.com' with mean price 0.4, 1 impressions of adomain 'renewtallahassee.com' with mean price 0.6, 2 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.4, 2 impressions of adomain 'ridgeroadflats.com' with mean price 0.4, 2 impressions of adomain 'riverfestfl.com' with mean price 0.2, 1 impressions of adomain 'roadscholar.org' with mean price 0.1, 7 impressions of adomain 'roblox.com' with mean price 0.0, 25 impressions of adomain 'samsclub.com' with mean price 0.5, 18 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'santanderus.com' with mean price 0.1, 2 impressions of adomain 'sauers.com' with mean price 0.4, 1 impressions of adomain 'savethechildren.org' with mean price 0.1, 1 impressions of adomain 'sccpss.com' with mean price 0.3, 3 impressions of adomain 'schwanscompany.com' with mean price 1.6, 9 impressions of adomain 'scottbrand.com' with mean price 0.1, 2 impressions of adomain 'secret.com' with mean price 0.4, 2 impressions of adomain 'shop.foodlion.com' with mean price 0.1, 5 impressions of adomain 'signaturesmiles.com' with mean price 0.2, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.1, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 10 impressions of adomain 'sonyamerrimanmd.com' with mean price 0.2, 1 impressions of adomain 'southwest.com' with mean price 0.1, 4 impressions of adomain 'sovanightguard.com' with mean price 0.3, 7 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'stephenscruises.com' with mean price 0.9, 10 impressions of adomain 'stonyfield.com' with mean price 0.4, 3 impressions of adomain 'subaru.com' with mean price 0.2, 9 impressions of adomain 'sunstopstores.com' with mean price 0.4, 2 impressions of adomain 'surveymonkey.com' with mean price 0.5, 38 impressions of adomain 'synthroid.com' with mean price 0.1, 1 impressions of adomain 'taipeifood.com' with mean price 1.8, 6 impressions of adomain 'tempursealy.com' with mean price 1.8, 2 clicks of adomain 'tempursealy.com', 1 impressions of adomain 'tesco.com' with mean price 0.6, 1 impressions of adomain 'tezspire.com' with mean price 0.8, 19 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 2 impressions of adomain 'thehoneypot.co' with mean price 0.8, 5 impressions of adomain 'theladders.com' with mean price 0.1, 2 impressions of adomain 'thesocialseminole.com' with mean price 0.5, 1 impressions of adomain 'thetradedesk.com' with mean price 0.1, 1 impressions of adomain 'thomsonreuters.com' with mean price 3.4, 5 impressions of adomain 'tiktok.com' with mean price 5.2, 11 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'torani.com' with mean price 0.1, 3 impressions of adomain 'traditionalmedicinals.com' with mean price 0.5, 2 impressions of adomain 'trudhesahcp.com' with mean price 0.2, 8 impressions of adomain 'tysonfoods.com' with mean price 0.6, 4 impressions of adomain 'tysonsteelbuilding.com' with mean price 0.3, 2 impressions of adomain 'ubykotex.com' with mean price 0.4, 2 impressions of adomain 'ugg.com' with mean price 0.1, 2 impressions of adomain 'ulta.com' with mean price 0.3, 5 impressions of adomain 'unleashingourpotential.com' with mean price 1.1, 1 impressions of adomain 'usmed.com' with mean price 0.2, 3 impressions of adomain 'velsipity.com' with mean price 0.6, 1 impressions of adomain 'venturafoods.com' with mean price 0.3, 477 impressions of adomain 'verizon.com' with mean price 0.2, 9 impressions of adomain 'vicks.com' with mean price 0.7, 1 impressions of adomain 'visitblkrva.com' with mean price 0.1, 1 impressions of adomain 'vitamix.com' with mean price 0.1, 3 impressions of adomain 'vivistim.com' with mean price 0.4, 131 impressions of adomain 'voquezna.com' with mean price 0.3, 44 impressions of adomain 'walmart.com' with mean price 0.2, 63 impressions of adomain 'wawa.com' with mean price 0.4, 1 impressions of adomain 'winwithmcclatchy.com' with mean price 0.7, 7 impressions of adomain 'wkkellogg.com' with mean price 0.2, 8 impressions of adomain 'woodmenlife.com' with mean price 0.6, 5 impressions of adomain 'xifaxan.com' with mean price 0.2, 7 impressions of adomain 'zales.com' with mean price 0.8, 1 impressions of adomain 'zynga.com' with mean price 0.1; 65 sessions in app 'com.fiogonia.spades', 10611 ad_requests with mean bid_floor 34.6; 8 sessions in app 'com.freeplay.knittedsort', 254 ad_requests with mean bid_floor 2.1, 10 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'aptiomhcp.com' with mean price 0.6, 1 impressions of adomain 'arlo.com' with mean price 0.1, 1 impressions of adomain 'bestwestern.com' with mean price 0.0, 3 impressions of adomain 'blueland.com' with mean price 0.3, 1 impressions of adomain 'carolina.com' with mean price 0.0, 2 impressions of adomain 'floridalottery.com' with mean price 0.2, 3 impressions of adomain 'fycompaondemand.com' with mean price 0.7, 1 impressions of adomain 'goldencorral.com' with mean price 1.1, 5 impressions of adomain 'huggies.com' with mean price 0.2, 6 impressions of adomain 'lilly.com' with mean price 1.6, 1 impressions of adomain 'medscape.org' with mean price 0.4, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'navigatingpcnsl.com' with mean price 1.3, 3 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.3, 2 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 1 impressions of adomain 'wallypark.com' with mean price 0.7; 3 sessions in app 'com.game5mobile.sticker', 196 ad_requests with mean bid_floor 1.9, 1 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'amerisbank.com' with mean price 0.8, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'visionworks.com' with mean price 0.0, 1 impressions of adomain 'zales.com' with mean price 0.9; 1 sessions in app 'com.gamovation.tileclub', 2 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.huke.fruits3d', 74 ad_requests with mean bid_floor 13.6; 6 sessions in app 'com.local.news.plus', 9 ad_requests with mean bid_floor 36.3; 10 sessions in app 'com.mandala.pattern.happy.paint.by.number.coloring.game', 99 ad_requests with mean bid_floor 0.5, 1 impressions of adomain 'admile.com' with mean price 0.5, 2 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'sovanightguard.com' with mean price 0.1, 1 impressions of adomain 'traveltexas.com' with mean price 0.1; 5 sessions in app 'com.newpubco.spades', 198 ad_requests with mean bid_floor 6.7, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'biocodex.com' with mean price 0.4, 4 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 impressions of adomain 'costco.com' with mean price 0.6, 4 impressions of adomain 'danone.com' with mean price 0.6, 1 impressions of adomain 'dollargeneral.com' with mean price 0.7, 3 impressions of adomain 'eaze.com' with mean price 0.7, 1 impressions of adomain 'goodnites.com' with mean price 0.1, 3 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'kay.com' with mean price 0.9, 3 impressions of adomain 'landolakes.com' with mean price 0.5, 2 impressions of adomain 'oatly.com' with mean price 0.6, 2 impressions of adomain 'pepsico.com' with mean price 0.5, 4 impressions of adomain 'precision.myalcon.com' with mean price 2.5, 1 impressions of adomain 'primatene.com' with mean price 0.8, 6 impressions of adomain 'progressive.com' with mean price 0.2, 3 impressions of adomain 'redbull.com' with mean price 0.6, 1 impressions of adomain 'sakrete.com' with mean price 1.3, 1 impressions of adomain 'secret.com' with mean price 0.5, 1 impressions of adomain 'ultomiris.com' with mean price 1.1, 1 impressions of adomain 'voquezna.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.5, 2 impressions of adomain 'wkkellogg.com' with mean price 0.6; 1 sessions in app 'com.niuaigo.bubble.shooter', 1 ad_requests with mean bid_floor 73.4; 1 sessions in app 'com.pgzng.timer', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.pink.cute.wallpapers', 1 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.polyverse.bricks.game', 43 ad_requests with mean bid_floor 5.8; 3 sessions in app 'com.severex.block.blast.square.puzzle', 22 ad_requests with mean bid_floor 4.9; 5 sessions in app 'com.tangle.happy.paint.by.number.coloring.game', 60 ad_requests with mean bid_floor 0.5, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'arlo.com' with mean price 0.3, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 4 impressions of adomain 'churchdwight.com' with mean price 0.1, 2 impressions of adomain 'cobenfyhcp.com' with mean price 0.1, 5 impressions of adomain 'colgate.com' with mean price 0.1, 6 impressions of adomain 'finteplahcp.com' with mean price 0.1, 1 impressions of adomain 'goldencorral.com' with mean price 1.1, 1 impressions of adomain 'kay.com' with mean price 0.8, 1 impressions of adomain 'novomedlink.com' with mean price 0.1, 4 impressions of adomain 'nutrafol.com' with mean price 0.1, 4 impressions of adomain 'pdempowers.com' with mean price 0.3, 1 impressions of adomain 'tymlos.com' with mean price 0.9, 1 impressions of adomain 'vitamix.com' with mean price 0.1, 5 impressions of adomain 'voquezna.com' with mean price 0.2; 26 sessions in app 'com.tripledot.blockbash', 1134 ad_requests with mean bid_floor 11.8, 209 impressions of adomain 'adidas.com' with mean price 0.0, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'aussiebubs.com' with mean price 0.5, 4 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bgfoods.com' with mean price 0.5, 1 impressions of adomain 'caveavin.us' with mean price 0.5, 1 impressions of adomain 'cellucor.com' with mean price 0.5, 1 impressions of adomain 'childrenscancer.org' with mean price 0.5, 1 impressions of adomain 'chloraseptic.com' with mean price 0.5, 1 impressions of adomain 'culligandiy.com' with mean price 0.5, 6 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'funnysphere.com' with mean price 0.1, 2 impressions of adomain 'gaylaparks.com' with mean price 0.5, 1 impressions of adomain 'goldencorral.com' with mean price 1.1, 1 impressions of adomain 'hellomockingbird.com' with mean price 0.1, 1 impressions of adomain 'hukgear.com' with mean price 0.1, 4 impressions of adomain 'hungrystudio.com/blocks' with mean price 28.2, 4 clicks of adomain 'hungrystudio.com/blocks', 1 impressions of adomain 'influencemobile.com' with mean price 0.3, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.5, 2 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'mcneillplumbing.com' with mean price 0.3, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'navy.com' with mean price 0.3, 1 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'oldspice.com' with mean price 0.7, 2 impressions of adomain 'orgovyx.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'paulmitchell.com' with mean price 0.3, 1 impressions of adomain 'pennfoster.edu' with mean price 0.3, 2 impressions of adomain 'pepsico.com' with mean price 0.5, 1 impressions of adomain 'pinterest.com' with mean price 9.5, 1 clicks of adomain 'pinterest.com', 2 impressions of adomain 'progressive.com' with mean price 0.3, 4 impressions of adomain 'realdealwheels.com' with mean price 2.0, 1 impressions of adomain 'roblox.com' with mean price 0.1, 3 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'stonyfield.com' with mean price 0.4, 1 impressions of adomain 'sunstopstores.com' with mean price 0.5, 6 impressions of adomain 'thehersheycompany.com' with mean price 0.6, 1 impressions of adomain 'tr.com.apps.drill.and.collect' with mean price 0.0, 2 impressions of adomain 'vivistim.com' with mean price 0.4, 20 impressions of adomain 'voquezna.com' with mean price 0.4, 14 impressions of adomain 'wawa.com' with mean price 0.4, 6 impressions of adomain 'xifaxan.com' with mean price 0.7; 2 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.youchen.masterrecreationalfishing', 62 ad_requests with mean bid_floor 11.1; 8 sessions in app 'easy.launcher', 8 ad_requests with mean bid_floor 0.0; 28 sessions in app 'games.puzzlegames.jewel.block.puzzle', 876 ad_requests with mean bid_floor 4.7, 21 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'advanceamerica.net' with mean price 0.2, 19 impressions of adomain 'amazon.com' with mean price 0.3, 13 impressions of adomain 'arlo.com' with mean price 0.4, 1 impressions of adomain 'azamara.com' with mean price 0.4, 1 impressions of adomain 'belkin.com' with mean price 0.1, 1 impressions of adomain 'cash.app' with mean price 0.0, 2 impressions of adomain 'colgate.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 6 impressions of adomain 'floridalottery.com' with mean price 0.1, 34 impressions of adomain 'flyfoxgames.com' with mean price 9.2, 23 clicks of adomain 'flyfoxgames.com', 1 impressions of adomain 'fortinet.com' with mean price 0.5, 1 impressions of adomain 'goldencorral.com' with mean price 1.1, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'instacart.com' with mean price 0.0, 13 impressions of adomain 'learnings.ai' with mean price 0.5, 3 impressions of adomain 'learnmore.scholarsapply.org' with mean price 0.3, 6 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 3 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'moffitt.org' with mean price 1.0, 1 impressions of adomain 'newbalance.com' with mean price 0.3, 1 impressions of adomain 'numerator.com' with mean price 0.0, 6 impressions of adomain 'nutrafol.com' with mean price 0.6, 3 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'openbank.us' with mean price 0.3, 17 impressions of adomain 'paintbynumber.app' with mean price 0.0, 4 impressions of adomain 'peaden.com' with mean price 0.7, 1 impressions of adomain 'penair.org' with mean price 0.5, 1 impressions of adomain 'philips.com' with mean price 0.3, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 3 clicks of adomain 'productmadness.com', 5 impressions of adomain 'productmadness.com' with mean price 11.3, 3 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 2 impressions of adomain 'scholarsapply.org' with mean price 0.1, 3 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 3 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 4 impressions of adomain 'textnow.com' with mean price 0.0, 6 impressions of adomain 'uphold.com' with mean price 0.0, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 5 impressions of adomain 'www.learnings.ai' with mean price 0.0, 3 impressions of adomain 'yourradioplace.com' with mean price 0.2; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 17.4; 11 sessions in app 'in.playsimple.wordtrip', 33 ad_requests with mean bid_floor 22.4; 2 sessions in app 'puzzle.brain.games.brain.test.brain.out', 19 ad_requests with mean bid_floor 3.2];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.easybrain.word.puzzle.game/False/33';time_since_click_in_hours is 11;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.477805829289151;partition is 3100
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '2ae57a81-f4ff-4491-bb9e-eb4976e5eb24';uuid is 'ebd7f009-579c-4378-9c39-4e2e7a9dbd87';bid_timestamp is '2025-01-15 17:42:47';device_id is '2ae57a81-f4ff-4491-bb9e-eb4976e5eb24';biddate is '2025-01-15';country is 'USA';app is 'com.solitarie.card.regal.game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.2437541289255;target_cpi is 1.5;campaign is 57970;creative_id is 228773;session_duration is 0 ;seller_name is 'Shishan Technology Co., Ltd.';seller_id is 458;content_type is 'vi';bid_floor is 2.1465 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 33 ;time_since_impression is 581980 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.33;prior_theme_impressions_count is 33;prior_tag_clicks_count is 16 ;time_since_click is 1275903;hour is '2025-01-15 17:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior is :[2 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 439 ad_requests with mean bid_floor 9.1; 2 sessions in app 'com.EudokiaGames.EyesRiot', 187 ad_requests with mean bid_floor 24.5; 1 sessions in app 'com.bravo.slots.casino.android', 35 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 7.3; 5 sessions in app 'com.fivebits.customerservice3d', 92 ad_requests with mean bid_floor 13.8; 5 sessions in app 'com.higgs.slotsmash', 111 ad_requests with mean bid_floor 60.0; 1 sessions in app 'com.king.candycrushsaga', 3 ad_requests with mean bid_floor 6.5; 1 sessions in app 'com.marketer.greenpass', 7 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.mobilityware.MonopolySolitaire', 35 ad_requests with mean bid_floor 21.4; 131 sessions in app 'com.mobilityware.Spades', 26710 ad_requests with mean bid_floor 10.4, 7 clicks of adomain '5252slot.com', 11 impressions of adomain '5252slot.com' with mean price 0.8, 1 clicks of adomain 'applebees.com', 18 impressions of adomain 'applebees.com' with mean price 1.6, 7 clicks of adomain 'bibliaconsigo.com', 10 impressions of adomain 'bibliaconsigo.com' with mean price 1.1, 1 impressions of adomain 'bigautosavings.com' with mean price 1.4, 1 impressions of adomain 'billybobstexas.com' with mean price 2.4, 1 impressions of adomain 'bounty.com' with mean price 1.9, 1 impressions of adomain 'bushbeans.com' with mean price 1.1, 1 clicks of adomain 'candycrushsodasaga.com', 1 impressions of adomain 'candycrushsodasaga.com' with mean price 14.0, 31 clicks of adomain 'chime.com', 47 impressions of adomain 'chime.com' with mean price 1.5, 8 clicks of adomain 'com.tacticalsyndicate.assess', 15 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 1.4, 48 impressions of adomain 'fiverr.com' with mean price 1.6, 2 impressions of adomain 'flextv' with mean price 1.2, 1 impressions of adomain 'fluentco.com' with mean price 0.9, 1 clicks of adomain 'fortunesoo.com', 1 impressions of adomain 'fortunesoo.com' with mean price 0.6, 1 impressions of adomain 'getquip.com' with mean price 1.5, 2 impressions of adomain 'ghh.com' with mean price 1.9, 1 impressions of adomain 'governorofpoker.com' with mean price 0.7, 1 clicks of adomain 'governorofpoker.com', 6 impressions of adomain 'healthprimal.com' with mean price 6.2, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 1.3, 5 impressions of adomain 'hulu.com' with mean price 1.4, 2 impressions of adomain 'ingrezza.com' with mean price 1.8, 1 impressions of adomain 'ivory.com' with mean price 0.5, 1 impressions of adomain 'jackpota.com' with mean price 0.8, 2 impressions of adomain 'lobstermaniaslots.com' with mean price 1.0, 1 impressions of adomain 'lomaira.com' with mean price 1.6, 1 impressions of adomain 'lucidmotors.com' with mean price 2.7, 2 clicks of adomain 'lyft.com', 2 impressions of adomain 'lyft.com' with mean price 0.9, 1 impressions of adomain 'marriott.com' with mean price 0.9, 4 impressions of adomain 'mars.com' with mean price 1.2, 2 impressions of adomain 'mdmexclusives.com' with mean price 2.0, 12 impressions of adomain 'metabolicmaintenance.com' with mean price 1.1, 9 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'nationalgeographic.org' with mean price 1.7, 3 impressions of adomain 'olay.com' with mean price 0.5, 2 impressions of adomain 'oldspice.com' with mean price 0.7, 1 impressions of adomain 'ostovichlaw.com' with mean price 0.9, 1 clicks of adomain 'pampers.com', 1 impressions of adomain 'pampers.com' with mean price 1.0, 1 impressions of adomain 'playtika.com' with mean price 0.7, 1 clicks of adomain 'playtika.com', 8 impressions of adomain 'pluto.tv' with mean price 1.7, 1 clicks of adomain 'premierwellnesspicks.com', 2 impressions of adomain 'premierwellnesspicks.com' with mean price 2.2, 64 clicks of adomain 'productmadness.com', 102 impressions of adomain 'productmadness.com' with mean price 1.7, 1 clicks of adomain 'pulsz.com', 1 impressions of adomain 'pulsz.com' with mean price 0.8, 3 impressions of adomain 'redecor.com' with mean price 1.0, 1 clicks of adomain 'redecor.com', 14 impressions of adomain 'rivian.com' with mean price 2.8, 2 impressions of adomain 'samsung.com' with mean price 1.4, 4 clicks of adomain 'scientificgames.com', 9 impressions of adomain 'scientificgames.com' with mean price 1.4, 11 impressions of adomain 'scopely.com' with mean price 1.1, 5 clicks of adomain 'scopely.com', 1 impressions of adomain 'shopify.com' with mean price 1.3, 1 impressions of adomain 'singtel.com' with mean price 0.8, 2 impressions of adomain 'smartlifestyletrends.com' with mean price 1.7, 46 impressions of adomain 'spectrum.com' with mean price 3.6, 2 clicks of adomain 'spectrum.com', 2 impressions of adomain 'spinxgames.com' with mean price 1.6, 2 clicks of adomain 'spinxgames.com', 48 impressions of adomain 'statefarm.com' with mean price 1.6, 2 impressions of adomain 'subaru.com' with mean price 0.9, 1 impressions of adomain 'super-savings-online.com' with mean price 1.1, 1 impressions of adomain 'support.indeed.com' with mean price 0.7, 1 impressions of adomain 'take5.com' with mean price 2.6, 1 impressions of adomain 'takedaoncology.com' with mean price 4.5, 2 clicks of adomain 'tech.pokergaga.net', 3 impressions of adomain 'tech.pokergaga.net' with mean price 1.2, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'textnow.com' with mean price 1.3, 4 impressions of adomain 'theriverstarcasino.com' with mean price 2.0, 8 impressions of adomain 'tubitv.com' with mean price 1.1, 3 clicks of adomain 'tubitv.com', 3 impressions of adomain 'unbound.org' with mean price 1.9, 3 impressions of adomain 'uscellular.com' with mean price 1.6, 5 impressions of adomain 'whoop.com' with mean price 5.7, 1 impressions of adomain 'workreadyoklahoma.com' with mean price 2.0, 2 impressions of adomain 'zales.com' with mean price 2.2, 1 clicks of adomain 'zynga.com', 1 impressions of adomain 'zynga.com' with mean price 0.7; 1 sessions in app 'com.peoplefun.wordcross', 12 ad_requests with mean bid_floor 5.6; 105 sessions in app 'com.solitarie.card.regal.game', 13360 ad_requests with mean bid_floor 58.4, 1 impressions of adomain '5252slot.com' with mean price 2.7, 1 clicks of adomain 'candycrushsaga.com', 1 impressions of adomain 'candycrushsaga.com' with mean price 4.5, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 11.1, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 115.3, 7 clicks of adomain 'newpub.co/klondikesolitaire', 15 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 3.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 3.2, 1 clicks of adomain 'textnow.com', 2 impressions of adomain 'textnow.com' with mean price 8.3; 9 sessions in app 'com.topultragame.slotlasvega', 18 ad_requests with mean bid_floor 21.2; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.youchen.spinshootingzombie', 74 ad_requests with mean bid_floor 14.7; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 5.1; 4 sessions in app 'in.playsimple.wordtrip', 13 ad_requests with mean bid_floor 21.5; 56 sessions in app 'kjv.bible.kingjamesbible', 2391 ad_requests with mean bid_floor 38.7, 1 impressions of adomain 'allstate.com' with mean price 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 161;channel is 'USA/I/bidmachine/com.solitarie.card.regal.game/False/458';time_since_click_in_hours is 354;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.826922199622186;partition is 3734
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is 'a1a8c630-1ab7-4dba-93b3-71d9bf4a6a8d';uuid is '1c0dc244-7a38-4ced-a055-0659f3ec371e';bid_timestamp is '2024-12-22 20:15:44';device_id is 'a1a8c630-1ab7-4dba-93b3-71d9bf4a6a8d';biddate is '2024-12-22';country is 'USA';app is 'com.king.candycrushsaga';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'unity sdk';raw_price is 3.29604797777641;target_cpi is 3.12706400257708;campaign is 57661;creative_id is 229286;session_duration is 1 ;seller_name is 'Unity SSP';seller_id is 113;content_type is 'i';bid_floor is 1.0706 ;min_floor is 1.0706 ;bidmachine_placement_value is 2.12;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 1113396 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.29;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2024-12-22 20:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior is :[133 sessions in app 'com.king.candycrushsaga', 1009 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.peoplefun.wordcross', 5 ad_requests with mean bid_floor 5.6; 2 sessions in app 'com.staplegames.solitaireGP', 11 ad_requests with mean bid_floor 81.0; 143 sessions in app 'com.staplegames.spades', 19251 ad_requests with mean bid_floor 35.0; 2 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.3; 9 sessions in app 'com.tripledot.woodoku', 22 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.vottzapps.wordle', 21 ad_requests with mean bid_floor 3.3; 87 sessions in app 'easy.sudoku.puzzle.solver.free', 4587 ad_requests with mean bid_floor 34.4, 1 impressions of adomain '3ds.com' with mean price 1.0, 1 impressions of adomain 'a2z-life.com' with mean price 0.4, 4 impressions of adomain 'aaa.com' with mean price 0.2, 1 impressions of adomain 'aboardtheworld.com' with mean price 0.4, 1 impressions of adomain 'acmeunited.com' with mean price 0.7, 1 impressions of adomain 'adelphi.edu' with mean price 0.1, 7 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'adp.com' with mean price 1.6, 2 impressions of adomain 'advatix.com' with mean price 29.0, 1 impressions of adomain 'afrin.com' with mean price 0.2, 1 impressions of adomain 'alen.com' with mean price 0.3, 7 impressions of adomain 'allergan.com' with mean price 0.3, 141 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'amendtreatment.com' with mean price 1.1, 1 impressions of adomain 'anneklein.com' with mean price 0.4, 1 impressions of adomain 'ariacm.com' with mean price 0.4, 9 impressions of adomain 'autoinsurance.org' with mean price 0.1, 1 impressions of adomain 'bam.org' with mean price 0.4, 14 impressions of adomain 'belgard.com' with mean price 1.6, 6 impressions of adomain 'bushbeans.com' with mean price 0.2, 1 impressions of adomain 'carando.com' with mean price 0.6, 3 impressions of adomain 'cellucor.com' with mean price 0.2, 1 impressions of adomain 'chop.edu' with mean price 0.4, 1 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 impressions of adomain 'ciachef.edu' with mean price 0.1, 4 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'coldstonecreamery.com' with mean price 2.3, 2 impressions of adomain 'colgate.com' with mean price 0.2, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'covermymeds.com' with mean price 11.7, 3 impressions of adomain 'crumblcookies.com' with mean price 0.1, 1 impressions of adomain 'delawareinc.com' with mean price 0.9, 1 impressions of adomain 'dentalcare.com' with mean price 0.3, 4 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'descope.com' with mean price 0.3, 11 impressions of adomain 'discoverpuertorico.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.1, 3 impressions of adomain 'distrokid.com' with mean price 0.1, 1 impressions of adomain 'dnb.com' with mean price 0.2, 1 impressions of adomain 'douglasvw.com' with mean price 0.2, 1 impressions of adomain 'drreddys.com' with mean price 0.4, 1 impressions of adomain 'dyson.com' with mean price 0.3, 3 impressions of adomain 'easternct.edu' with mean price 0.3, 1 impressions of adomain 'eastfalls.jefferson.edu' with mean price 0.5, 2 impressions of adomain 'eatiqbar.com' with mean price 0.4, 6 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'enhertu.com' with mean price 0.8, 14 impressions of adomain 'geico.com' with mean price 1.6, 2 impressions of adomain 'getquip.com' with mean price 0.2, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.4, 2 impressions of adomain 'goodnes.com' with mean price 0.6, 3 impressions of adomain 'goodrx.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.3, 7 impressions of adomain 'gothamsports.com' with mean price 0.2, 4 impressions of adomain 'grammarly.com' with mean price 0.1, 1 impressions of adomain 'graphy.app' with mean price 1.1, 2 impressions of adomain 'graychevrolet.com' with mean price 0.2, 3 impressions of adomain 'greshamtech.com' with mean price 0.1, 5 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'havelab.com' with mean price 0.7, 2 impressions of adomain 'hhs.gov' with mean price 0.1, 8 impressions of adomain 'hillspet.com' with mean price 0.5, 2 impressions of adomain 'howlifeunfolds.com' with mean price 0.1, 15 impressions of adomain 'huggies.com' with mean price 0.2, 33 impressions of adomain 'ibm.com' with mean price 5.1, 1 impressions of adomain 'indeed.com' with mean price 0.0, 2 impressions of adomain 'indegene.com' with mean price 0.7, 1 impressions of adomain 'innovage.com' with mean price 0.2, 2 impressions of adomain 'instacart.com' with mean price 0.9, 31 impressions of adomain 'intuit.com' with mean price 0.4, 1 impressions of adomain 'ivory.com' with mean price 0.2, 1 impressions of adomain 'jamieturnerdesigns.com' with mean price 0.2, 1 impressions of adomain 'jbrec.com' with mean price 0.7, 3 impressions of adomain 'jimmydean.com' with mean price 1.0, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 4 impressions of adomain 'kiabrunswick.com' with mean price 0.2, 2 impressions of adomain 'kimcrawfordwines.com' with mean price 0.2, 2 impressions of adomain 'kleenex.com' with mean price 0.3, 2 impressions of adomain 'kohler.com' with mean price 0.4, 1 impressions of adomain 'kohls.com' with mean price 0.1, 3 impressions of adomain 'lexus.com' with mean price 0.2, 3 impressions of adomain 'listerine.com' with mean price 0.3, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.1, 2 impressions of adomain 'lundbeck.com' with mean price 0.2, 3 impressions of adomain 'lvhn.org' with mean price 0.2, 1 impressions of adomain 'mars.com' with mean price 0.3, 1 impressions of adomain 'maybehappyending.com' with mean price 0.1, 2 impressions of adomain 'mazdausa.com' with mean price 0.6, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 5 impressions of adomain 'meiomi.com' with mean price 0.2, 5 impressions of adomain 'metopera.org' with mean price 0.2, 1 impressions of adomain 'microsoft.com' with mean price 0.4, 4 impressions of adomain 'middlesexcollege.edu' with mean price 0.3, 1 impressions of adomain 'mindreaderproducts.com' with mean price 0.1, 3 impressions of adomain 'mjthemusical.com' with mean price 0.2, 1 impressions of adomain 'mobipax.com' with mean price 0.1, 1 impressions of adomain 'nathansfamous.com' with mean price 0.1, 1 impressions of adomain 'naturvet.com' with mean price 0.1, 2 impressions of adomain 'nba.com' with mean price 0.2, 13 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 2 impressions of adomain 'neutrogena.com' with mean price 0.4, 3 impressions of adomain 'newbalance.com' with mean price 0.1, 1 impressions of adomain 'nhl.com' with mean price 0.2, 1 impressions of adomain 'njpipetrades.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 4 impressions of adomain 'nutrafol.com' with mean price 0.2, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'oldspice.com' with mean price 0.1, 3 impressions of adomain 'onewheel.com' with mean price 0.2, 5 impressions of adomain 'operationsmile.org' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 0.4, 1 impressions of adomain 'orgovyx.com' with mean price 0.2, 4 impressions of adomain 'outsidersmusical.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'paturnpike.com' with mean price 0.9, 4 impressions of adomain 'paxlovid.com' with mean price 1.2, 4 impressions of adomain 'paycom.com' with mean price 0.2, 2 impressions of adomain 'paypal.com' with mean price 0.6, 1 impressions of adomain 'pediasure.com' with mean price 0.5, 43 impressions of adomain 'penbraya.com' with mean price 2.0, 33 impressions of adomain 'performancebuickgmcwoodbridge.com' with mean price 0.2, 1 impressions of adomain 'pharmavite.com' with mean price 0.3, 1 impressions of adomain 'planisware.com' with mean price 21.5, 1 clicks of adomain 'planisware.com', 8 impressions of adomain 'poise.com' with mean price 0.2, 2 impressions of adomain 'polly.co' with mean price 1.4, 6 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'pull-ups.com' with mean price 0.4, 13 impressions of adomain 'redwoodmusical.com' with mean price 0.2, 1 impressions of adomain 'rei.com' with mean price 0.1, 1 impressions of adomain 'reilyproducts.com' with mean price 0.2, 1 impressions of adomain 'rohde-schwarz.com' with mean price 1.9, 2 impressions of adomain 'roomandboard.com' with mean price 0.2, 6 impressions of adomain 'round2spirits.com' with mean price 0.1, 18 impressions of adomain 'route23honda.com' with mean price 0.2, 6 impressions of adomain 'rutgers.edu' with mean price 0.3, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 5 impressions of adomain 'rwjuh.edu' with mean price 0.4, 5 impressions of adomain 'salesforce.com' with mean price 21.3, 1 clicks of adomain 'salesforce.com', 1 impressions of adomain 'samsclub.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.4, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 2 impressions of adomain 'shoprite.com' with mean price 0.5, 2 impressions of adomain 'sigmanursing.org' with mean price 0.7, 1 impressions of adomain 'smartsheet.com' with mean price 0.1, 2 impressions of adomain 'smartypantsvitamins.com' with mean price 0.5, 8 impressions of adomain 'starbucks.com' with mean price 0.7, 7 impressions of adomain 'strangerthingsonstage.com' with mean price 0.3, 1 impressions of adomain 'studioiql.com' with mean price 0.7, 2 impressions of adomain 'surveymonkey.com' with mean price 0.3, 1 impressions of adomain 'taipeifood.com' with mean price 0.6, 1 impressions of adomain 'tempursealy.com' with mean price 0.4, 1 impressions of adomain 'thechicagoschool.edu' with mean price 0.2, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.3, 1 impressions of adomain 'traveltexas.com' with mean price 0.4, 1 impressions of adomain 'tylenol.com' with mean price 0.4, 2 impressions of adomain 'unilever.com' with mean price 0.4, 5 impressions of adomain 'unlock.com' with mean price 0.2, 28 impressions of adomain 'ups.com' with mean price 0.3, 3 impressions of adomain 'vicks.com' with mean price 0.4, 1 impressions of adomain 'vitamix.com' with mean price 0.2, 1 impressions of adomain 'wakefern.com' with mean price 0.3, 56 impressions of adomain 'walmart.com' with mean price 0.9, 13 impressions of adomain 'wawa.com' with mean price 0.2, 5 impressions of adomain 'wellbizbrands.com' with mean price 0.2, 1 impressions of adomain 'workday.com' with mean price 8.2, 13 impressions of adomain 'zurich.com' with mean price 0.6; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 6.3; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 4.2; 14 sessions in app 'in.playsimple.wordtrip', 69 ad_requests with mean bid_floor 19.6; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 10.7];dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 309;channel is 'USA/I/unity sdk/com.king.candycrushsaga/True/113';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.70026523097471;partition is 1923
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '419aec27-9b4b-4bcb-93ee-c9362056e85a';uuid is '5e5628b4-6cd8-480b-806b-8eb9ea0d44cc';bid_timestamp is '2025-01-03 23:30:12';device_id is '419aec27-9b4b-4bcb-93ee-c9362056e85a';biddate is '2025-01-03';country is 'USA';app is 'com.zm.nuts';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 8.01167740049146;target_cpi is 2;campaign is 57768;creative_id is 228773;session_duration is 0 ;seller_name is 'Zephyr Mobile';seller_id is 285;content_type is 'vi';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 93.28;placement_historical_value is 7.388961;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 11173195 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.62;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is 11173192;hour is '2025-01-03 23:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[9 sessions in app 'com.horus.sky.defense', 66 ad_requests with mean bid_floor 3.0; 1 sessions in app 'com.jrustonapps.mytidetimes', 4 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.unicostudio.braintest', 5 ad_requests with mean bid_floor 1.3; 3 sessions in app 'com.zm.crossmath', 40 ad_requests with mean bid_floor 27.0; 2 sessions in app 'com.zm.nuts', 39 ad_requests with mean bid_floor 2.5; 1 sessions in app 'in.playsimple.wordsearch', 62 ad_requests with mean bid_floor 15.8; 1 sessions in app 'radio.usa', 1 ad_requests with mean bid_floor 6.9];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 3103;channel is 'USA/V/bidmachine/com.zm.nuts/False/285';time_since_click_in_hours is 3104;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.497210239705157;partition is 973
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Consider an adtech bidding request that comes to AdExchange with set of attributes and the goal is the predict whether the bidding request turns into impression with install or not .
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OK ,I got an adtech request with following features: idfa is '503c7089-d20d-4ee3-8ec8-b316eb0d05a9';uuid is '5ff66e69-2a02-456e-a0fe-918fa33a7f03';bid_timestamp is '2025-01-21 0:53:38';device_id is '503c7089-d20d-4ee3-8ec8-b316eb0d05a9';biddate is '2025-01-21';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 '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 2.99999999999999;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 228965;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.721604;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 157 ;time_since_impression is 268852 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 157;prior_tag_clicks_count is 15 ;time_since_click is 269649;hour is '2025-01-21 00:00:00+00:00';day_of_week is '1';os_version is 10;user_behavior is :[6 sessions in app 'com.blackout.bubble', 281 ad_requests with mean bid_floor 14.3, 1 impressions of adomain 'amazon.com' with mean price 0.3, 6 impressions of adomain 'example.com' with mean price 0.3, 2 impressions of adomain 'medtronic.com' with mean price 9.3, 1 impressions of adomain 'milv.us' with mean price 0.5, 1 impressions of adomain 'pearcommerce.com' with mean price 0.2, 1 impressions of adomain 'wcgclinical.com' with mean price 0.5; 50 sessions in app 'com.blackout.spades', 14857 ad_requests with mean bid_floor 15.2, 1 impressions of adomain '7-eleven.com' with mean price 0.4, 1 impressions of adomain 'HealthWellnessJournal.com' with mean price 6.1, 1 impressions of adomain 'adbry.com' with mean price 1.2, 4 impressions of adomain 'all-laundry.com' with mean price 0.2, 39 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'arlo.com' with mean price 5.4, 1 impressions of adomain 'breckenridge.com' with mean price 0.5, 4 impressions of adomain 'cerave.com' with mean price 0.4, 4 impressions of adomain 'clorox.com' with mean price 0.3, 1 clicks of adomain 'cox.com', 1 impressions of adomain 'cox.com' with mean price 4.0, 3 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discover.com' with mean price 8.9, 1 impressions of adomain 'eatiqbar.com' with mean price 0.4, 2 impressions of adomain 'fanfairnesscoalition.org' with mean price 1.2, 3 impressions of adomain 'freelandengineeringpc.com' with mean price 0.3, 12 impressions of adomain 'galderma.com' with mean price 0.5, 1 impressions of adomain 'gerbercollision.com' with mean price 0.7, 1 impressions of adomain 'giantfoodstores.com' with mean price 0.4, 1 clicks of adomain 'healthwellnessjournal.com', 1 impressions of adomain 'healthwellnessjournal.com' with mean price 4.1, 2 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.6, 10 impressions of adomain 'inabafoods.com' with mean price 0.4, 1 impressions of adomain 'katespade.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 2.1, 1 impressions of adomain 'mattel.com' with mean price 0.7, 2 impressions of adomain 'mcasa.org' with mean price 0.3, 1 impressions of adomain 'michaeljfox.org' with mean price 1.3, 1 impressions of adomain 'mikmak.tv' with mean price 0.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 10 impressions of adomain 'newpub.co/spades' with mean price 3.7, 6 clicks of adomain 'newpub.co/spades', 8 impressions of adomain 'nutrafol.com' with mean price 0.5, 2 impressions of adomain 'nyxcosmetics.com' with mean price 0.3, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.3, 29 impressions of adomain 'papajohns.com' with mean price 0.6, 3 impressions of adomain 'paramountplus.com' with mean price 0.5, 3 impressions of adomain 'peacocktv.com' with mean price 0.3, 2 impressions of adomain 'perdue.com' with mean price 1.2, 1 impressions of adomain 'persilproclean.com' with mean price 0.2, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'pull-ups.com' with mean price 0.2, 1 impressions of adomain 'refreshbrand.com' with mean price 0.5, 12 impressions of adomain 'rocketmortgage.com' with mean price 0.9, 1 impressions of adomain 'samsung.com' with mean price 1.1, 1 impressions of adomain 'sling.com' with mean price 0.4, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 1.0, 5 impressions of adomain 'sweetfrog.com' with mean price 0.9, 11 impressions of adomain 'therosegamingresort.com' with mean price 0.9, 14 impressions of adomain 'thesummitschool.org' with mean price 0.3, 1 impressions of adomain 'tri-win.com' with mean price 0.4, 1 impressions of adomain 'trinitylogistics.com' with mean price 0.5, 1 impressions of adomain 'vyvgart.com' with mean price 0.2, 8 impressions of adomain 'walmart.com' with mean price 0.5, 1 impressions of adomain 'weldonowen.com' with mean price 0.5, 2 impressions of adomain 'wellsfargo.com' with mean price 0.3, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'wvtourism.com' with mean price 0.2; 2 sessions in app 'com.gma.water.sort.puzzle', 103 ad_requests with mean bid_floor 5.7, 1 impressions of adomain 'amazon.com' with mean price 0.4, 9 impressions of adomain 'coca-cola.com' with mean price 1.5, 2 impressions of adomain 'dailypay.com' with mean price 1.3, 1 impressions of adomain 'intuit.com' with mean price 1.0, 1 impressions of adomain 'milv.us' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'rossu.edu' with mean price 8.2; 9 sessions in app 'com.solitaire.daily.challenge.card.game', 151 ad_requests with mean bid_floor 12.0; 3 sessions in app 'com.vizorapps.mahjong', 153 ad_requests with mean bid_floor 49.4; 1 sessions in app 'com.wordgame.words.connect', 7 ad_requests with mean bid_floor 9.3; 3 sessions in app 'net.peakgames.amy', 31 ad_requests with mean bid_floor 7.6];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 74;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 75;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.737463243571047;partition is 2372
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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 'df4119b6-681b-4360-a41e-df9999e2688b';uuid is 'aa4dd211-e96e-41b2-8825-3f0e766f7ec5';bid_timestamp is '2025-02-07 18:00:01';device_id is 'df4119b6-681b-4360-a41e-df9999e2688b';biddate is '2025-02-07';country is 'USA';app is 'com.launcher.rushrun3d';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 'APP CENTRAL LTD';seller_id is 282;content_type is 'vie';bid_floor is 4.822144 ;min_floor is ;bidmachine_placement_value is 9.784615;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior is :[2 sessions in app 'com.fivebits.customerservice3d', 111 ad_requests with mean bid_floor 12.0; 1 sessions in app 'com.hit.master', 16 ad_requests with mean bid_floor 0.7; 80 sessions in app 'com.launcher.rushrun3d', 1788 ad_requests with mean bid_floor 17.3, 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 0.1, 1 impressions of adomain 'newpub.co/spades' with mean price 50.0; 441 sessions in app 'com.metropcs.metrozone', 3780 ad_requests with mean bid_floor 79.6; 2 sessions in app 'com.ozn.busqueuee', 9 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.2; 2 sessions in app 'com.tvf.anti.stress.relaxing.mini.games', 17 ad_requests with mean bid_floor 1.4];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/bidmachine/com.launcher.rushrun3d/False/282';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.157664869490859;partition is 1090
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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 '1613e77f-61e5-4a7c-9f91-4539f7839740';uuid is '121a6608-5549-477e-9234-b478fd0a492d';bid_timestamp is '2025-02-07 17:56:52';device_id is '1613e77f-61e5-4a7c-9f91-4539f7839740';biddate is '2025-02-07';country is 'USA';app is 'com.image.conveimage';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 2000 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vp';bid_floor is 15.9106 ;min_floor is 15.9106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is 0;hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior is :[1 sessions in app 'com.CAYN.TowerOfHellObby', 12 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.amanotes.rock.anna', 20 ad_requests with mean bid_floor 25.9; 1 sessions in app 'com.become.acat.simulator.mr', 10 ad_requests with mean bid_floor 12.2; 1 sessions in app 'com.cassette.aquapark', 11 ad_requests with mean bid_floor 13.2; 1 sessions in app 'com.gnarlygamestudio.agenthunt', 13 ad_requests with mean bid_floor 29.0, 1 impressions of adomain 'pricelines.com' with mean price 1.3; 1 sessions in app 'com.happy.game.beat.music.fight.android', 8 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.ig.spider.fighting', 10 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.image.conveimage', 28415 ad_requests with mean bid_floor 12.3; 1 sessions in app 'com.smashing.draw2', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 6.1; 2 sessions in app 'onetap.game.tictactoe', 5 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 0;channel is 'USA/V/chartboost-android-sdk/com.image.conveimage/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.126417891474081;partition is 1604
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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 '68fa87e8-bf82-43df-9980-6b52caadf7b8';bid_timestamp is '2025-01-28 17:06:27';device_id is 'd9006b6c-f564-4760-a9d3-c6585d80ff29';biddate is '2025-01-28';country is 'USA';app is 'com.core.biggame.marble.android';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 0.46792235872586;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'Poseidon Technology Limited';seller_id is 621;content_type is 'vie';bid_floor is 0.268312 ;min_floor is ;bidmachine_placement_value is 30.916667;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 0.14;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 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/bidmachine/com.core.biggame.marble.android/True/621';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.785391175017177;partition is 1111
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0
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