How to Build a Fraud Detection Solution with Neo4j

array(10) { [0]=> object(stdClass)#5790 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "wdFYEuWWpzo" ["related_video_title"]=> string(54) "Building a High Performance Pricing Engine at Marriott" ["posted_time"]=> string(19) "8 лет назад" ["channelName"]=> string(5) "Neo4j" } [1]=> object(stdClass)#5763 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "4Od5_z28iIE" ["related_video_title"]=> string(94) "Fraud Detection Using Machine Learning – Full Python Data Science Project (94% Accuracy)" ["posted_time"]=> string(25) "2 месяца назад" ["channelName"]=> string(22) "Data Science with Onur" } [2]=> object(stdClass)#5788 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "oRtVdXvtD3o" ["related_video_title"]=> string(41) "Introduction to Neo4j and Graph Databases" ["posted_time"]=> string(19) "6 лет назад" ["channelName"]=> string(18) "Microsoft Research" } [3]=> object(stdClass)#5795 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "blWdjRUPP6E" ["related_video_title"]=> string(72) "Разведчик о том, как использовать людей" ["posted_time"]=> string(25) "3 недели назад" ["channelName"]=> string(18) "Коллектив" } [4]=> object(stdClass)#5774 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "OApN-I7k44c" ["related_video_title"]=> string(26) "Fraud Detection with Neo4j" ["posted_time"]=> string(19) "9 лет назад" ["channelName"]=> string(5) "Neo4j" } [5]=> object(stdClass)#5792 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "WK27oc3bnHg" ["related_video_title"]=> string(182) "СРОЧНО! ГУДКОВ: "В Кремле траур. Я ОШИБСЯ, СЦЕНАРИИ ТАКИЕ… " Удар США по Ирану, Китай, Израиль,Трамп" ["posted_time"]=> string(21) "4 часа назад" ["channelName"]=> string(24) "И Грянул Грэм" } [6]=> object(stdClass)#5787 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "B6_NfvQL-BE" ["related_video_title"]=> string(74) "GraphGeeks Talk Ep8: How To Create Knowledge Graphs from Unstructured Data" ["posted_time"]=> string(28) "10 месяцев назад" ["channelName"]=> string(10) "GraphGeeks" } [7]=> object(stdClass)#5797 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "X0lkG3JWWro" ["related_video_title"]=> string(95) "apply(risk) 2023 | How to Build a Real-Time Fraud Detection Application With a Feature Platform" ["posted_time"]=> string(21) "2 года назад" ["channelName"]=> string(6) "Tecton" } [8]=> object(stdClass)#5773 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "QkQLIDFlkyc" ["related_video_title"]=> string(53) "Build Intelligent Fraud Prevention with ML and Graphs" ["posted_time"]=> string(19) "7 лет назад" ["channelName"]=> string(5) "Neo4j" } [9]=> object(stdClass)#5791 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "QFyM3w95fXI" ["related_video_title"]=> string(63) "Fraud Detection: Fighting Financial Crime with Machine Learning" ["posted_time"]=> string(21) "3 года назад" ["channelName"]=> string(9) "AltexSoft" } }