Identifying bot activity in GitHub pull request and issue comments - BotSE 2021

array(10) { [0]=> object(stdClass)#5072 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "46wOJ4179As" ["related_video_title"]=> string(99) "DevOps Explained: Principles, Benefits, and Real-World Case Study | Git, Code Management & More" ["posted_time"]=> string(19) "3 дня назад" ["channelName"]=> string(12) "Dorri Design" } [1]=> object(stdClass)#5045 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "IcLWETIf3J4" ["related_video_title"]=> string(116) "Жириновский о евреях! Что будет, когда Израиль проиграет? 2004 год" ["posted_time"]=> string(19) "1 год назад" ["channelName"]=> string(13) "ЛДПР-ТВ" } [2]=> object(stdClass)#5070 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "oNqbO9IFGPE" ["related_video_title"]=> string(98) "A Ground-truth Dataset and Classification Model for Detecting Bots in GitHub Issue and PR Comments" ["posted_time"]=> string(21) "4 года назад" ["channelName"]=> string(5) "BotSE" } [3]=> object(stdClass)#5077 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "nWTLJP7BzAc" ["related_video_title"]=> string(95) "Трамп не пощадил лицо Зеленского на Большой Семерке" ["posted_time"]=> string(23) "9 часов назад" ["channelName"]=> string(27) "Анатолий Шарий" } [4]=> object(stdClass)#5056 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "z6QQ_qWiluk" ["related_video_title"]=> string(80) "Life Cycle Sustainability Assessment 4th Section Webinar - Dr Fabian Lechtenberg" ["posted_time"]=> string(22) "11 дней назад" ["channelName"]=> string(44) "International Society for Industrial Ecology" } [5]=> object(stdClass)#5074 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "FdjH2l426kA" ["related_video_title"]=> string(37) "R for HTA Workshop 2025 - Mate Szilcz" ["posted_time"]=> string(21) "6 дней назад" ["channelName"]=> string(16) "R-HTA consortium" } [6]=> object(stdClass)#5069 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "74YsJT1-Rdk" ["related_video_title"]=> string(96) "Accelerating Apache Parquet with metadata stores and specialized indexes using Apache DataFusion" ["posted_time"]=> string(21) "6 дней назад" ["channelName"]=> string(11) "Andrew Lamb" } [7]=> object(stdClass)#5079 (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) "2 недели назад" ["channelName"]=> string(18) "Коллектив" } [8]=> object(stdClass)#5055 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "2X1iIrjz7ug" ["related_video_title"]=> string(67) "Президент сбежал / Столица атакована" ["posted_time"]=> string(23) "6 часов назад" ["channelName"]=> string(10) "NEXTA Live" } [9]=> object(stdClass)#5073 (5) { ["video_id"]=> int(9999999) ["related_video_id"]=> string(11) "nVNy77Ke2v0" ["related_video_title"]=> string(116) "Мифы о кибербезопасности #2: VPN, обновления ПО и квантовые угрозы" ["posted_time"]=> string(21) "1 день назад" ["channelName"]=> string(9) "Tech Talk" } }