diff --git a/data/0elita__20260719T031814627315.jsonl b/data/0elita__20260719T031814627315.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1d4771549c935f441aa0b01d10de8585a7b0fde9
--- /dev/null
+++ b/data/0elita__20260719T031814627315.jsonl
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+{"channel":"0elita","raw_message":"@badge-info=subscriber/55;badges=moderator/1,subscriber/30,hype-train/2;client-nonce=8c1932d8-b826-4cd3-a46a-96daedf7aeb0;color=#8A2BE2;display-name=the_ignorado_isma;emotes=;first-msg=0;flags=;id=5bf7e37d-08e6-49cf-a1fb-5a768e25e15c;mod=1;reply-parent-display-name=Nedere2;reply-parent-msg-body=@the_ignorado_isma\\ssí,\\sfue\\sen\\sTrelew,\\sy\\sla\\snoticia\\sal\\sser\\sviral\\sse\\sagarraron\\sde\\seso.;reply-parent-msg-id=251d17b0-99b2-46a3-ab86-26088a2e02b4;reply-parent-user-id=470424573;reply-parent-user-login=nedere2;reply-thread-parent-display-name=the_ignorado_isma;reply-thread-parent-msg-id=c670b364-89f5-4d8e-9474-c0f72ea0ff61;reply-thread-parent-user-id=527519642;reply-thread-parent-user-login=the_ignorado_isma;returning-chatter=0;room-id=603596484;subscriber=1;tmi-sent-ts=1784431085486;turbo=0;user-id=527519642;user-type=mod :the_ignorado_isma!the_ignorado_isma@the_ignorado_isma.tmi.twitch.tv PRIVMSG #0elita :@Nedere2 no sabia nada bro la verdad","message_id":"5bf7e37d-08e6-49cf-a1fb-5a768e25e15c","user_id":"527519642","username":"the_ignorado_isma","text":"@Nedere2 no sabia nada bro la verdad","badges":{"moderator":"1","subscriber":"30","hype-train":"2"},"emotes":{},"tmi_sent_ts":1784431085486,"stream_offset_ms":3757486}
+{"channel":"0elita","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#7C7CE1;display-name=Nightbot;emotes=;first-msg=0;flags=;id=64ecb110-33a3-4b87-8bdc-61cf9986cf1e;mod=1;returning-chatter=0;room-id=603596484;subscriber=0;tmi-sent-ts=1784431085565;turbo=0;user-id=19264788;user-type=mod :nightbot!nightbot@nightbot.tmi.twitch.tv PRIVMSG #0elita :@EvangEliita -> Nightbot was unable to authenticate with Twitch's API. The channel owner may need to fully log out and back in at https://nightbot.tv to fix this.","message_id":"64ecb110-33a3-4b87-8bdc-61cf9986cf1e","user_id":"19264788","username":"nightbot","text":"@EvangEliita -> Nightbot was unable to authenticate with Twitch's API. The channel owner may need to fully log out and back in at https://nightbot.tv to fix this.","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431085565,"stream_offset_ms":3757565}
+{"channel":"0elita","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=4a0de4b68cdb42fd9db0aba6c29eaa94;color=#FF0000;display-name=00ijjuanfran;emotes=;first-msg=0;flags=;id=81c67e96-5db1-4dd1-9fae-45518d71275f;mod=0;returning-chatter=0;room-id=603596484;subscriber=0;tmi-sent-ts=1784431089253;turbo=0;user-id=1229330100;user-type= :00ijjuanfran!00ijjuanfran@00ijjuanfran.tmi.twitch.tv PRIVMSG #0elita :pienso que es real la verdad","message_id":"81c67e96-5db1-4dd1-9fae-45518d71275f","user_id":"1229330100","username":"00ijjuanfran","text":"pienso que es real la verdad","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431089253,"stream_offset_ms":3761253}
diff --git a/data/2xrakai__20260719T031814625026.jsonl b/data/2xrakai__20260719T031814625026.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..69181de4e0cda8edc2376758bf023190db7f240c
--- /dev/null
+++ b/data/2xrakai__20260719T031814625026.jsonl
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+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=6d9878ea-4b5c-471f-95b4-4c1a8b1615f2;color=;display-name=kingkkb5;emotes=;first-msg=0;flags=;id=05017d02-a765-4311-94c3-16790b435cc6;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431084744;turbo=0;user-id=1293668265;user-type= :kingkkb5!kingkkb5@kingkkb5.tmi.twitch.tv PRIVMSG #2xrakai :How old are you","message_id":"05017d02-a765-4311-94c3-16790b435cc6","user_id":"1293668265","username":"kingkkb5","text":"How old are you","badges":{},"emotes":{},"tmi_sent_ts":1784431084744,"stream_offset_ms":32643744}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=CD762CFB-6104-4D77-A1B1-8255124901B2;color=;display-name=25xxkaiden;emote-only=1;emotes=emotesv2_5f69148d9b8e427c9a060496bf437477:0-7,9-16,18-25,27-34;first-msg=0;flags=;id=7e576421-bbb1-481b-ad8a-b62e265d8dd2;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431084743;turbo=0;user-id=1515884300;user-type= :25xxkaiden!25xxkaiden@25xxkaiden.tmi.twitch.tv PRIVMSG #2xrakai :x2xrak25 x2xrak25 x2xrak25 x2xrak25","message_id":"7e576421-bbb1-481b-ad8a-b62e265d8dd2","user_id":"1515884300","username":"25xxkaiden","text":"x2xrak25 x2xrak25 x2xrak25 x2xrak25","badges":{},"emotes":{"emotesv2_5f69148d9b8e427c9a060496bf437477":["0-7","9-16","18-25","27-34"]},"tmi_sent_ts":1784431084743,"stream_offset_ms":32643743}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=F8D943E7-35F2-4853-8A7E-D578C946DAAE;color=#B22222;display-name=kadenfrmsbb;emotes=;first-msg=0;flags=;id=6c2c93ab-7c2a-4f77-9704-c0e9788a936f;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431084833;turbo=0;user-id=1499332912;user-type= :kadenfrmsbb!kadenfrmsbb@kadenfrmsbb.tmi.twitch.tv PRIVMSG #2xrakai :🍟","message_id":"6c2c93ab-7c2a-4f77-9704-c0e9788a936f","user_id":"1499332912","username":"kadenfrmsbb","text":"🍟","badges":{},"emotes":{},"tmi_sent_ts":1784431084833,"stream_offset_ms":32643833}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=4f828007-0f7f-406c-802e-94be9d6d465d;color=;display-name=gin67ger67;emotes=;first-msg=0;flags=;id=c1f4b9fe-eca6-448c-8090-75e02a3a7a2e;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431084815;turbo=0;user-id=1513037706;user-type= :gin67ger67!gin67ger67@gin67ger67.tmi.twitch.tv PRIVMSG #2xrakai :KAI CENAT NEED HELP","message_id":"c1f4b9fe-eca6-448c-8090-75e02a3a7a2e","user_id":"1513037706","username":"gin67ger67","text":"KAI CENAT NEED HELP","badges":{},"emotes":{},"tmi_sent_ts":1784431084815,"stream_offset_ms":32643815}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=50933FD0-662C-49F1-887B-A1E17505AF3B;color=;display-name=omgmanman51;emotes=;first-msg=1;flags=;id=02987c21-7673-4aba-9958-cc1f6140bca8;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431084817;turbo=0;user-id=905393768;user-type= :omgmanman51!omgmanman51@omgmanman51.tmi.twitch.tv PRIVMSG #2xrakai :yooo","message_id":"02987c21-7673-4aba-9958-cc1f6140bca8","user_id":"905393768","username":"omgmanman51","text":"yooo","badges":{},"emotes":{},"tmi_sent_ts":1784431084817,"stream_offset_ms":32643817}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=1020DC4F-7F08-4D1D-9DF5-AEA959D2302C;color=;display-name=youngboymariplayz;emotes=;first-msg=0;flags=;id=0ef0e471-b344-4c68-adaf-1ec7299a3b7b;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431084882;turbo=0;user-id=1438911530;user-type= :youngboymariplayz!youngboymariplayz@youngboymariplayz.tmi.twitch.tv PRIVMSG #2xrakai :🫪🫪🫪","message_id":"0ef0e471-b344-4c68-adaf-1ec7299a3b7b","user_id":"1438911530","username":"youngboymariplayz","text":"🫪🫪🫪","badges":{},"emotes":{},"tmi_sent_ts":1784431084882,"stream_offset_ms":32643882}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=21abfbd654c242d3b08b69401f6c915f;color=;display-name=jaydagjr;emotes=;first-msg=0;flags=12-14:A.6/I.6/P.6;id=fc0a4741-22de-4f35-9f64-d95dfc9ca41d;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431084879;turbo=0;user-id=1511638892;user-type= :jaydagjr!jaydagjr@jaydagjr.tmi.twitch.tv PRIVMSG #2xrakai :ew move lil nga","message_id":"fc0a4741-22de-4f35-9f64-d95dfc9ca41d","user_id":"1511638892","username":"jaydagjr","text":"ew move lil nga","badges":{},"emotes":{},"tmi_sent_ts":1784431084879,"stream_offset_ms":32643879}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=turbo/1;client-nonce=64C3E6B6-1976-4969-BDA7-67DBE7F3E230;color=#FF69B4;display-name=therealtaliyahelise;emotes=;first-msg=0;flags=;id=0c768fb7-96e5-4860-824b-608c6453420a;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431084925;turbo=1;user-id=1318439477;user-type= :therealtaliyahelise!therealtaliyahelise@therealtaliyahelise.tmi.twitch.tv PRIVMSG #2xrakai :YOU SMOKE","message_id":"0c768fb7-96e5-4860-824b-608c6453420a","user_id":"1318439477","username":"therealtaliyahelise","text":"YOU SMOKE","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431084925,"stream_offset_ms":32643925}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=411EB79A-D499-406C-B577-33B4F763998B;color=;display-name=kelllyydepp;emotes=;first-msg=0;flags=;id=d96c44d8-7c6e-44a4-a60b-ae0bdd0337d5;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431084924;turbo=0;user-id=1511022940;user-type= :kelllyydepp!kelllyydepp@kelllyydepp.tmi.twitch.tv PRIVMSG #2xrakai :I LOVE THIS KID LOL","message_id":"d96c44d8-7c6e-44a4-a60b-ae0bdd0337d5","user_id":"1511022940","username":"kelllyydepp","text":"I LOVE THIS KID LOL","badges":{},"emotes":{},"tmi_sent_ts":1784431084924,"stream_offset_ms":32643924}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=ad3337c0-356c-4071-837a-0ecbe3e27b55;color=#00FF7F;display-name=jessica10xs;emotes=;first-msg=0;flags=0-3:P.3;id=36b7cfe4-48f4-4202-89b5-acee3056e74e;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431085024;turbo=0;user-id=1308735735;user-type= :jessica10xs!jessica10xs@jessica10xs.tmi.twitch.tv PRIVMSG #2xrakai :Stfu lil boy","message_id":"36b7cfe4-48f4-4202-89b5-acee3056e74e","user_id":"1308735735","username":"jessica10xs","text":"Stfu lil boy","badges":{},"emotes":{},"tmi_sent_ts":1784431085024,"stream_offset_ms":32644024}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=C5E6EF12-98D6-471A-948C-D6A5AB3FC445;color=#0000FF;display-name=qhavinmotion_;emotes=;first-msg=0;flags=;id=582c9165-8a4b-45f5-84fb-5515b4a5d82a;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431085060;turbo=0;user-id=1413483752;user-type= :qhavinmotion_!qhavinmotion_@qhavinmotion_.tmi.twitch.tv PRIVMSG #2xrakai :YOOO BARCODE SET UP THE MACBOOK","message_id":"582c9165-8a4b-45f5-84fb-5515b4a5d82a","user_id":"1413483752","username":"qhavinmotion_","text":"YOOO BARCODE SET UP THE MACBOOK","badges":{},"emotes":{},"tmi_sent_ts":1784431085060,"stream_offset_ms":32644060}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=47338925-2EC7-456E-AB93-EFA174C53BCB;color=;display-name=fwotsii;emotes=;first-msg=0;flags=;id=a02b1859-0a3e-4af9-8ba4-888e6c8eec31;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431085064;turbo=0;user-id=1473502155;user-type= :fwotsii!fwotsii@fwotsii.tmi.twitch.tv PRIVMSG #2xrakai :TOTTR","message_id":"a02b1859-0a3e-4af9-8ba4-888e6c8eec31","user_id":"1473502155","username":"fwotsii","text":"TOTTR","badges":{},"emotes":{},"tmi_sent_ts":1784431085064,"stream_offset_ms":32644064}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=D29654CD-296D-497F-BB36-6A0A0F0F843F;color=;display-name=soriyato;emotes=;first-msg=0;flags=;id=9ccf7651-e320-4dc7-a6f9-e375be0895fc;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431085074;turbo=0;user-id=1501305835;user-type= :soriyato!soriyato@soriyato.tmi.twitch.tv PRIVMSG #2xrakai :Kai is not in the office. Go get the paintball guns in the office.","message_id":"9ccf7651-e320-4dc7-a6f9-e375be0895fc","user_id":"1501305835","username":"soriyato","text":"Kai is not in the office. Go get the paintball guns in the office.","badges":{},"emotes":{},"tmi_sent_ts":1784431085074,"stream_offset_ms":32644074}
+{"channel":"2xrakai","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,no_audio/1;client-nonce=be50f4e5-87c3-4406-8bb6-367c9f4e6cd3;color=#1E90FF;display-name=stokey5m;emotes=;first-msg=0;flags=9-11:P.3;id=26aa0b23-28b4-4984-a0fa-c3a23ad459fc;mod=0;returning-chatter=0;room-id=997729120;subscriber=1;tmi-sent-ts=1784431085276;turbo=0;user-id=1416460225;user-type= :stokey5m!stokey5m@stokey5m.tmi.twitch.tv PRIVMSG #2xrakai :Lips dry asf","message_id":"26aa0b23-28b4-4984-a0fa-c3a23ad459fc","user_id":"1416460225","username":"stokey5m","text":"Lips dry asf","badges":{"subscriber":"0","no_audio":"1"},"emotes":{},"tmi_sent_ts":1784431085276,"stream_offset_ms":32644276}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=BBAEDF94-80EA-4EF6-B5A8-DAC473E93AC7;color=;display-name=mar2xhot;emotes=;first-msg=0;flags=;id=9433af5c-0eee-437b-a0a4-c60995145515;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431085387;turbo=0;user-id=1317156638;user-type= :mar2xhot!mar2xhot@mar2xhot.tmi.twitch.tv PRIVMSG #2xrakai :🤣","message_id":"9433af5c-0eee-437b-a0a4-c60995145515","user_id":"1317156638","username":"mar2xhot","text":"🤣","badges":{},"emotes":{},"tmi_sent_ts":1784431085387,"stream_offset_ms":32644387}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=9E35443F-7368-4543-ADEB-B42BF907FED2;color=;display-name=javariaygaming;emotes=;first-msg=0;flags=;id=f013c9e9-ea47-4167-a469-b10027392c5b;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431085400;turbo=0;user-id=1164859461;user-type= :javariaygaming!javariaygaming@javariaygaming.tmi.twitch.tv PRIVMSG #2xrakai :lemme syd","message_id":"f013c9e9-ea47-4167-a469-b10027392c5b","user_id":"1164859461","username":"javariaygaming","text":"lemme syd","badges":{},"emotes":{},"tmi_sent_ts":1784431085400,"stream_offset_ms":32644400}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=turbo/1;client-nonce=ac748cc139d74479b702d347aeeebeec;color=#70FF00;display-name=U_S_A_F_WARHAWK;emotes=;first-msg=0;flags=;id=e0968cbb-9d16-463b-aaf6-46220f291d9a;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431085390;turbo=1;user-id=90390448;user-type= :u_s_a_f_warhawk!u_s_a_f_warhawk@u_s_a_f_warhawk.tmi.twitch.tv PRIVMSG #2xrakai :where ya momma at lol","message_id":"e0968cbb-9d16-463b-aaf6-46220f291d9a","user_id":"90390448","username":"u_s_a_f_warhawk","text":"where ya momma at lol","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431085390,"stream_offset_ms":32644390}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=nasa-artemis-ii/1;client-nonce=3a6c23a3823744fa8ed27be0061c7d1f;color=;display-name=2xlameek;emotes=;first-msg=0;flags=;id=5abc61d9-3553-48d5-8ebb-2b21481c9fda;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431085409;turbo=0;user-id=1370658928;user-type= :2xlameek!2xlameek@2xlameek.tmi.twitch.tv PRIVMSG #2xrakai :chatttttttttttt","message_id":"5abc61d9-3553-48d5-8ebb-2b21481c9fda","user_id":"1370658928","username":"2xlameek","text":"chatttttttttttt","badges":{"nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431085409,"stream_offset_ms":32644409}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=c5e9065c395245e8842eff7e8adbe74d;color=;display-name=yozaaaa_bolo;emotes=;first-msg=1;flags=35-39:A.6/I.6/P.6;id=f0b5b97e-1634-4f53-96d9-0a0c18e1f266;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431085382;turbo=0;user-id=1245935088;user-type= :yozaaaa_bolo!yozaaaa_bolo@yozaaaa_bolo.tmi.twitch.tv PRIVMSG #2xrakai :we can smell it through the screen nigga","message_id":"f0b5b97e-1634-4f53-96d9-0a0c18e1f266","user_id":"1245935088","username":"yozaaaa_bolo","text":"we can smell it through the screen nigga","badges":{},"emotes":{},"tmi_sent_ts":1784431085382,"stream_offset_ms":32644382}
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new file mode 100644
index 0000000000000000000000000000000000000000..cdfd04c381dcb77480b57e886b485e58e211af9c
--- /dev/null
+++ b/data/a3203773__20260719T031814626487.jsonl
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diff --git a/data/aftergameok__20260719T031814633222.jsonl b/data/aftergameok__20260719T031814633222.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..293752db3fbb254fdccbf786e3213ed910510ed2
--- /dev/null
+++ b/data/aftergameok__20260719T031814633222.jsonl
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diff --git a/data/aishahsofey__20260719T031814625180.jsonl b/data/aishahsofey__20260719T031814625180.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1bec91ce3fddf87e1f75be866abc051304116981
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+++ b/data/aishahsofey__20260719T031814625180.jsonl
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+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=ewc-2026-gold/1;client-nonce=fbc2002d3daa4065bcbad588a3c33da5;color=#FF4500;display-name=splashbandten;emotes=;first-msg=1;flags=;id=6722ca77-262b-4ee6-a27f-8de7af75a4ca;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431087707;turbo=0;user-id=1032997140;user-type= :splashbandten!splashbandten@splashbandten.tmi.twitch.tv PRIVMSG #aishahsofey :AISHA W STREAMER","message_id":"6722ca77-262b-4ee6-a27f-8de7af75a4ca","user_id":"1032997140","username":"splashbandten","text":"AISHA W STREAMER","badges":{"ewc-2026-gold":"1"},"emotes":{},"tmi_sent_ts":1784431087707,"stream_offset_ms":32638707}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;client-nonce=facff5ed-70ea-4d67-90a5-e9dca522a561;color=;display-name=d_jair_0;emotes=;first-msg=0;flags=;id=7aaa9a07-4a62-4940-b457-1aaa55813e6c;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431088537;turbo=0;user-id=1364280422;user-type= :d_jair_0!d_jair_0@d_jair_0.tmi.twitch.tv PRIVMSG #aishahsofey :He cappinnnnnnn","message_id":"7aaa9a07-4a62-4940-b457-1aaa55813e6c","user_id":"1364280422","username":"d_jair_0","text":"He cappinnnnnnn","badges":{},"emotes":{},"tmi_sent_ts":1784431088537,"stream_offset_ms":32639537}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;client-nonce=7ed91b5b-6b60-48e2-b13f-146fcc36308e;color=;display-name=theylovejaxen;emotes=;first-msg=0;flags=;id=9e645e8f-842e-4033-b140-5e14a57b6ef2;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431088600;turbo=0;user-id=1317153761;user-type= :theylovejaxen!theylovejaxen@theylovejaxen.tmi.twitch.tv PRIVMSG #aishahsofey :@alex_fanf_ttfanf where live at?","message_id":"9e645e8f-842e-4033-b140-5e14a57b6ef2","user_id":"1317153761","username":"theylovejaxen","text":"@alex_fanf_ttfanf where live at?","badges":{},"emotes":{},"tmi_sent_ts":1784431088600,"stream_offset_ms":32639600}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;client-nonce=ec44f6e8-003b-49a4-a257-7dbecf381fbd;color=;display-name=galactic_000;emotes=;first-msg=0;flags=;id=fdab1b88-157d-4d6e-9316-043c0d74e7f6;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431090775;turbo=0;user-id=945706289;user-type= :galactic_000!galactic_000@galactic_000.tmi.twitch.tv PRIVMSG #aishahsofey :Squirt😭","message_id":"fdab1b88-157d-4d6e-9316-043c0d74e7f6","user_id":"945706289","username":"galactic_000","text":"Squirt😭","badges":{},"emotes":{},"tmi_sent_ts":1784431090775,"stream_offset_ms":32641775}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=F273F0FD-374B-4CB6-B7C0-CC36C662B7E4;color=#FF0000;display-name=papsybiisolos;emotes=;first-msg=0;flags=;id=0cde6022-5ab1-4316-a920-174c90014781;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431091191;turbo=0;user-id=930886206;user-type= :papsybiisolos!papsybiisolos@papsybiisolos.tmi.twitch.tv PRIVMSG #aishahsofey :CAP","message_id":"0cde6022-5ab1-4316-a920-174c90014781","user_id":"930886206","username":"papsybiisolos","text":"CAP","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431091191,"stream_offset_ms":32642191}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;client-nonce=DA3B4BCF-9EDB-47C9-BDF7-301A3BAA7085;color=;display-name=alex_fanf_ttfanf;emotes=;first-msg=0;flags=;id=e89ebf81-593b-4c53-86cd-bbab213e0170;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431094306;turbo=0;user-id=842316487;user-type= :alex_fanf_ttfanf!alex_fanf_ttfanf@alex_fanf_ttfanf.tmi.twitch.tv PRIVMSG #aishahsofey :Anything did the huzz","message_id":"e89ebf81-593b-4c53-86cd-bbab213e0170","user_id":"842316487","username":"alex_fanf_ttfanf","text":"Anything did the huzz","badges":{},"emotes":{},"tmi_sent_ts":1784431094306,"stream_offset_ms":32645306}
diff --git a/data/akarindao__20260719T031814631356.jsonl b/data/akarindao__20260719T031814631356.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5280be98b73a614e210e3c1dc6a67eb5dd715e6a
--- /dev/null
+++ b/data/akarindao__20260719T031814631356.jsonl
@@ -0,0 +1,4 @@
+{"channel":"akarindao","raw_message":"@badge-info=subscriber/4;badges=subscriber/3,turbo/1;client-nonce=D78F7CE7-0B6E-4652-A2CC-24E1327E5CD6;color=#FF69B4;display-name=1deringo;emotes=;first-msg=0;flags=;id=60332cdd-2657-4109-ac34-ba290a8414dd;mod=0;returning-chatter=0;room-id=584184005;subscriber=1;tmi-sent-ts=1784431088807;turbo=1;user-id=1380879915;user-type= :1deringo!1deringo@1deringo.tmi.twitch.tv PRIVMSG #akarindao :かるびも言ってたね","message_id":"60332cdd-2657-4109-ac34-ba290a8414dd","user_id":"1380879915","username":"1deringo","text":"かるびも言ってたね","badges":{"subscriber":"3","turbo":"1"},"emotes":{},"tmi_sent_ts":1784431088807,"stream_offset_ms":6968807}
+{"channel":"akarindao","raw_message":"@badge-info=;badges=;client-nonce=3CF147F5-5E1A-42C7-A1C3-B904EB7B61BF;color=#DAA520;display-name=ポポん;emotes=;first-msg=0;flags=;id=91b58450-29af-4c15-abed-9a333f158f4a;mod=0;returning-chatter=0;room-id=584184005;subscriber=0;tmi-sent-ts=1784431088966;turbo=0;user-id=1254019436;user-type= :popo2025y!popo2025y@popo2025y.tmi.twitch.tv PRIVMSG #akarindao :へー！絶対食べてみる！","message_id":"91b58450-29af-4c15-abed-9a333f158f4a","user_id":"1254019436","username":"popo2025y","text":"へー！絶対食べてみる！","badges":{},"emotes":{},"tmi_sent_ts":1784431088966,"stream_offset_ms":6968966}
+{"channel":"akarindao","raw_message":"@badge-info=subscriber/13;badges=subscriber/12,arcane-season-2-premiere/1;client-nonce=fbe3edd1f2894bd3b232f74f59bb641a;color=;display-name=toonya503;emotes=;first-msg=0;flags=;id=4dc17286-3bb1-4d8e-b7a8-6ddb6faa78ba;mod=0;returning-chatter=0;room-id=584184005;subscriber=1;tmi-sent-ts=1784431089333;turbo=0;user-id=516254851;user-type= :toonya503!toonya503@toonya503.tmi.twitch.tv PRIVMSG #akarindao :総じて評価高いのはマッシュルーム","message_id":"4dc17286-3bb1-4d8e-b7a8-6ddb6faa78ba","user_id":"516254851","username":"toonya503","text":"総じて評価高いのはマッシュルーム","badges":{"subscriber":"12","arcane-season-2-premiere":"1"},"emotes":{},"tmi_sent_ts":1784431089333,"stream_offset_ms":6969333}
+{"channel":"akarindao","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=74a97911-0e6a-4fec-b5da-5040907dc1b2;color=#FF69B4;display-name=dora_nya;emotes=;first-msg=0;flags=;id=9b0c581a-97a1-485c-bdd5-6f4b3e8dda4a;mod=0;returning-chatter=0;room-id=584184005;subscriber=0;tmi-sent-ts=1784431091563;turbo=0;user-id=1093260802;user-type= :dora_nya!dora_nya@dora_nya.tmi.twitch.tv PRIVMSG #akarindao :飲み物はアールグレイティー","message_id":"9b0c581a-97a1-485c-bdd5-6f4b3e8dda4a","user_id":"1093260802","username":"dora_nya","text":"飲み物はアールグレイティー","badges":{"twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431091563,"stream_offset_ms":6971563}
diff --git a/data/aleks__20260719T031814632028.jsonl b/data/aleks__20260719T031814632028.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..47a6c258d46ce6e1eeb349df17ae241da89a2586
--- /dev/null
+++ b/data/aleks__20260719T031814632028.jsonl
@@ -0,0 +1 @@
+{"channel":"aleks","raw_message":"@badge-info=;badges=;client-nonce=f9778573-03fc-4e5b-9c77-be0b1692f9f5;color=#1E90FF;display-name=harriettheegg;emotes=;first-msg=0;flags=;id=369e9acd-443f-4368-85f0-57748b41115e;mod=0;returning-chatter=0;room-id=23728142;subscriber=0;tmi-sent-ts=1784431091768;turbo=0;user-id=268948763;user-type= :harriettheegg!harriettheegg@harriettheegg.tmi.twitch.tv PRIVMSG #aleks :Jeff Clap","message_id":"369e9acd-443f-4368-85f0-57748b41115e","user_id":"268948763","username":"harriettheegg","text":"Jeff Clap","badges":{},"emotes":{},"tmi_sent_ts":1784431091768,"stream_offset_ms":12528768}
diff --git a/data/amberrtyson__20260719T031814631959.jsonl b/data/amberrtyson__20260719T031814631959.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ef0ac9502286f2f8016d624983ce7909cb64c2b6
--- /dev/null
+++ b/data/amberrtyson__20260719T031814631959.jsonl
@@ -0,0 +1,2 @@
+{"channel":"amberrtyson","raw_message":"@badge-info=subscriber/6;badges=vip/1,subscriber/6;client-nonce=4E81236D-CD22-4450-92F3-139A37165FCC;color=#D2691E;display-name=LouisianaGreatPitbull1997;emotes=;first-msg=0;flags=;id=17396fb4-8cad-400f-a2ce-39ee6b38c203;mod=0;returning-chatter=0;room-id=1352436412;subscriber=1;tmi-sent-ts=1784431090489;turbo=0;user-id=255100886;user-type=;vip=1 :louisianagreatpitbull1997!louisianagreatpitbull1997@louisianagreatpitbull1997.tmi.twitch.tv PRIVMSG #amberrtyson :Where you going?","message_id":"17396fb4-8cad-400f-a2ce-39ee6b38c203","user_id":"255100886","username":"louisianagreatpitbull1997","text":"Where you going?","badges":{"vip":"1","subscriber":"6"},"emotes":{},"tmi_sent_ts":1784431090489,"stream_offset_ms":2527489}
+{"channel":"amberrtyson","raw_message":"@badge-info=subscriber/6;badges=moderator/1,subscriber/6,went-outside/1;client-nonce=9cbcaf738fd742fcb1909a3e2e6638ac;color=#1E90FF;display-name=kngroyal21;emotes=;first-msg=0;flags=;id=16783723-1af2-470f-a5ea-6585f8ef1ba3;mod=1;returning-chatter=0;room-id=1352436412;subscriber=1;tmi-sent-ts=1784431092391;turbo=0;user-id=908047825;user-type=mod :kngroyal21!kngroyal21@kngroyal21.tmi.twitch.tv PRIVMSG #amberrtyson :def chill","message_id":"16783723-1af2-470f-a5ea-6585f8ef1ba3","user_id":"908047825","username":"kngroyal21","text":"def chill","badges":{"moderator":"1","subscriber":"6","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431092391,"stream_offset_ms":2529391}
diff --git a/data/apathy__20260719T031814631884.jsonl b/data/apathy__20260719T031814631884.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c611cf774f364c04b6d75d9e074856879c95dc7c
--- /dev/null
+++ b/data/apathy__20260719T031814631884.jsonl
@@ -0,0 +1 @@
+{"channel":"apathy","raw_message":"@badge-info=subscriber/51;badges=moderator/1,subscriber/48,campaign-27772699-b728f919-774a-4b07-9348-931c22862345-sub/1;client-nonce=d776ad321bf440938f06c1100d18cd20;color=#FFDF00;display-name=bertcules;emotes=;first-msg=0;flags=;id=7e41b7b3-cf2f-4202-af38-518914cc581a;mod=1;returning-chatter=0;room-id=27772699;subscriber=1;tmi-sent-ts=1784431090067;turbo=0;user-id=121662079;user-type=mod :bertcules!bertcules@bertcules.tmi.twitch.tv PRIVMSG #apathy :hahahahahaha Ricky","message_id":"7e41b7b3-cf2f-4202-af38-518914cc581a","user_id":"121662079","username":"bertcules","text":"hahahahahaha Ricky","badges":{"moderator":"1","subscriber":"48","campaign-27772699-b728f919-774a-4b07-9348-931c22862345-sub":"1"},"emotes":{},"tmi_sent_ts":1784431090067,"stream_offset_ms":15259067}
diff --git a/data/bendadonnn__20260719T031814626984.jsonl b/data/bendadonnn__20260719T031814626984.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b3d0d97c2b32e7c3839cf69dcb4cf0168beb37b9
--- /dev/null
+++ b/data/bendadonnn__20260719T031814626984.jsonl
@@ -0,0 +1,9 @@
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=turbo/1;client-nonce=C57B3D29-2ACE-48A8-A670-6E07D67DD01C;color=;display-name=drakeh1;emotes=;first-msg=0;flags=;id=301e737e-2f1d-4200-a5f9-2900037577bf;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431085213;turbo=1;user-id=1030538264;user-type= :drakeh1!drakeh1@drakeh1.tmi.twitch.tv PRIVMSG #bendadonnn :tell yo cameraman to open his window and let us look out too","message_id":"301e737e-2f1d-4200-a5f9-2900037577bf","user_id":"1030538264","username":"drakeh1","text":"tell yo cameraman to open his window and let us look out too","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431085213,"stream_offset_ms":30626213}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=FA4FF746-C082-4DAC-A807-49DE6967A52A;color=;display-name=alexa_2ohh9;emotes=;first-msg=1;flags=;id=19b70e8a-6348-49c3-bcad-fff8b8864b31;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431085424;turbo=0;user-id=1207333361;user-type= :alexa_2ohh9!alexa_2ohh9@alexa_2ohh9.tmi.twitch.tv PRIVMSG #bendadonnn :wait why they on the bus","message_id":"19b70e8a-6348-49c3-bcad-fff8b8864b31","user_id":"1207333361","username":"alexa_2ohh9","text":"wait why they on the bus","badges":{},"emotes":{},"tmi_sent_ts":1784431085424,"stream_offset_ms":30626424}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=hypershot-celestial/1;client-nonce=a57b7e88eb794174a186c310dfaf2d28;color=#FF0000;display-name=meyoucantbeat;emotes=;first-msg=0;flags=;id=3a4bfa36-95cd-49a1-b416-b9bc6b17e82a;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431087712;turbo=0;user-id=901962340;user-type= :meyoucantbeat!meyoucantbeat@meyoucantbeat.tmi.twitch.tv PRIVMSG #bendadonnn :KAI GONE BE ALRIGHT","message_id":"3a4bfa36-95cd-49a1-b416-b9bc6b17e82a","user_id":"901962340","username":"meyoucantbeat","text":"KAI GONE BE ALRIGHT","badges":{"hypershot-celestial":"1"},"emotes":{},"tmi_sent_ts":1784431087712,"stream_offset_ms":30628712}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=6fcc992c-946e-431b-8b9e-1f8f214c9f6f;color=;display-name=mjazer;emotes=;first-msg=0;flags=;id=4bdd5f03-0709-4086-a073-f76fcd9824f7;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431087988;turbo=0;user-id=1520642500;user-type= :mjazer!mjazer@mjazer.tmi.twitch.tv PRIVMSG #bendadonnn :W","message_id":"4bdd5f03-0709-4086-a073-f76fcd9824f7","user_id":"1520642500","username":"mjazer","text":"W","badges":{},"emotes":{},"tmi_sent_ts":1784431087988,"stream_offset_ms":30628988}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=premium/1;client-nonce=467601c6be284700b21691baf22b8df9;color=;display-name=legalizedsam;emotes=;first-msg=0;flags=;id=5839d25e-7cd1-495c-a5c0-b601437d236e;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431088284;turbo=0;user-id=587379326;user-type= :legalizedsam!legalizedsam@legalizedsam.tmi.twitch.tv PRIVMSG #bendadonnn :its only 10","message_id":"5839d25e-7cd1-495c-a5c0-b601437d236e","user_id":"587379326","username":"legalizedsam","text":"its only 10","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431088284,"stream_offset_ms":30629284}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=premium/1;client-nonce=91F19057-EB4A-4C48-A872-ACDA62E07699;color=;display-name=kaceyrenae92pooh;emotes=;first-msg=0;flags=;id=106456b9-cdbb-43aa-8da8-8a2fe75ab0ad;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431089651;turbo=0;user-id=1509867695;user-type= :kaceyrenae92pooh!kaceyrenae92pooh@kaceyrenae92pooh.tmi.twitch.tv PRIVMSG #bendadonnn :y’all still not on the bus‼️‼️‼️‼️","message_id":"106456b9-cdbb-43aa-8da8-8a2fe75ab0ad","user_id":"1509867695","username":"kaceyrenae92pooh","text":"y’all still not on the bus‼️‼️‼️‼️","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431089651,"stream_offset_ms":30630651}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=FFE9AAFA-EA16-44B2-A99F-8DA4B43617BE;color=#FF69B4;display-name=starswurld;emotes=;first-msg=0;flags=;id=3a69c94d-3422-488b-a561-3d7cc5efdd73;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431089881;turbo=0;user-id=1504153413;user-type= :starswurld!starswurld@starswurld.tmi.twitch.tv PRIVMSG #bendadonnn :save Kai","message_id":"3a69c94d-3422-488b-a561-3d7cc5efdd73","user_id":"1504153413","username":"starswurld","text":"save Kai","badges":{},"emotes":{},"tmi_sent_ts":1784431089881,"stream_offset_ms":30630881}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=65E595BE-67DE-4A48-8C22-540680EE8CD9;color=;display-name=niyamonae77;emotes=;first-msg=1;flags=;id=f31a4882-0342-4159-b0db-298a75f7d925;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431090104;turbo=0;user-id=1362246723;user-type= :niyamonae77!niyamonae77@niyamonae77.tmi.twitch.tv PRIVMSG #bendadonnn :close your mouth","message_id":"f31a4882-0342-4159-b0db-298a75f7d925","user_id":"1362246723","username":"niyamonae77","text":"close your mouth","badges":{},"emotes":{},"tmi_sent_ts":1784431090104,"stream_offset_ms":30631104}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=50EB7FAB-D35B-47F4-8800-C200BF51A3BB;color=;display-name=niyaaisthebestx;emotes=;first-msg=0;flags=;id=621b26f9-cd05-48c7-942c-d28ed0e4dfec;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431091532;turbo=0;user-id=1059388966;user-type= :niyaaisthebestx!niyaaisthebestx@niyaaisthebestx.tmi.twitch.tv PRIVMSG #bendadonnn :call kai","message_id":"621b26f9-cd05-48c7-942c-d28ed0e4dfec","user_id":"1059388966","username":"niyaaisthebestx","text":"call kai","badges":{},"emotes":{},"tmi_sent_ts":1784431091532,"stream_offset_ms":30632532}
diff --git a/data/blue_squadron__20260719T031814629015.jsonl b/data/blue_squadron__20260719T031814629015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ada7b2d6b6267a12ce003ef00e6f11d82671f695
--- /dev/null
+++ b/data/blue_squadron__20260719T031814629015.jsonl
@@ -0,0 +1,2 @@
+{"channel":"blue_squadron","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,premium/1;client-nonce=43f0a5cb4f634a4b8054c7898ead0c39;color=;display-name=audioethic;emotes=;first-msg=0;flags=;id=109e753a-0759-4fb9-becd-8e9e021e2fc6;mod=0;returning-chatter=0;room-id=147299717;subscriber=1;tmi-sent-ts=1784431086185;turbo=0;user-id=32138300;user-type= :audioethic!audioethic@audioethic.tmi.twitch.tv PRIVMSG #blue_squadron :@Blue_Squadron Don't forget about the 2 min grace period that wasn't respected","message_id":"109e753a-0759-4fb9-becd-8e9e021e2fc6","user_id":"32138300","username":"audioethic","text":"@Blue_Squadron Don't forget about the 2 min grace period that wasn't respected","badges":{"subscriber":"6","premium":"1"},"emotes":{},"tmi_sent_ts":1784431086185,"stream_offset_ms":8998185}
+{"channel":"blue_squadron","raw_message":"@badge-info=;badges=turbo/1;client-nonce=d2f5a6cd5dfa428dad154d0d32354008;color=#FFC200;display-name=InconCLEAVEable;emotes=;first-msg=0;flags=;id=2eb6e4f8-fee6-4a30-b644-daa82bf6e909;mod=0;reply-parent-display-name=DownHereSaltIsAWayOfLife;reply-parent-msg-body=@InconCLEAVEable\\sentertainment?;reply-parent-msg-id=6e0041c2-bfd3-4e2b-afbe-dc421a0d10cf;reply-parent-user-id=467364489;reply-parent-user-login=downheresaltisawayoflife;reply-thread-parent-display-name=InconCLEAVEable;reply-thread-parent-msg-id=13d52ead-026d-48eb-830f-738cf546b48b;reply-thread-parent-user-id=94959836;reply-thread-parent-user-login=inconcleaveable;returning-chatter=0;room-id=147299717;subscriber=0;tmi-sent-ts=1784431090949;turbo=1;user-id=94959836;user-type= :inconcleaveable!inconcleaveable@inconcleaveable.tmi.twitch.tv PRIVMSG #blue_squadron :@DownHereSaltIsAWayOfLife just jumped in so wasnt sure if it was a breakdown/improvement review","message_id":"2eb6e4f8-fee6-4a30-b644-daa82bf6e909","user_id":"94959836","username":"inconcleaveable","text":"@DownHereSaltIsAWayOfLife just jumped in so wasnt sure if it was a breakdown/improvement review","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431090949,"stream_offset_ms":9002949}
diff --git a/data/caaua__20260719T031814631425.jsonl b/data/caaua__20260719T031814631425.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..deb9d22c13edcee034f40477c53b04741d114466
--- /dev/null
+++ b/data/caaua__20260719T031814631425.jsonl
@@ -0,0 +1 @@
+{"channel":"caaua","raw_message":"@badge-info=;badges=gamerduo/1;client-nonce=1F3B8DE5-36B4-4598-AE4D-92ADF1C8E08E;color=#FF0000;display-name=jeeann___;emotes=;first-msg=0;flags=;id=2fd6066a-de04-4d92-bd01-5dfbe3388ecd;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431088951;turbo=0;user-id=1061307669;user-type= :jeeann___!jeeann___@jeeann___.tmi.twitch.tv PRIVMSG #caaua :max","message_id":"2fd6066a-de04-4d92-bd01-5dfbe3388ecd","user_id":"1061307669","username":"jeeann___","text":"max","badges":{"gamerduo":"1"},"emotes":{},"tmi_sent_ts":1784431088951,"stream_offset_ms":10450951}
diff --git a/data/callmecarsonlive__20260719T031814631568.jsonl b/data/callmecarsonlive__20260719T031814631568.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b54fbdc3f3f3d4f91d034ba26f2631724d5ac4f5
--- /dev/null
+++ b/data/callmecarsonlive__20260719T031814631568.jsonl
@@ -0,0 +1,2 @@
+{"channel":"callmecarsonlive","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,twitch-recap-2025/1;client-nonce=08e22fe95c8b4680b70a280ed134e16f;color=#0000FF;display-name=dartqrman;emotes=;first-msg=0;flags=;id=88955e31-434c-4291-92bf-903c0159fbca;mod=0;returning-chatter=0;room-id=76055616;subscriber=1;tmi-sent-ts=1784431089146;turbo=0;user-id=106998560;user-type= :dartqrman!dartqrman@dartqrman.tmi.twitch.tv PRIVMSG #callmecarsonlive :teeth pulling stream","message_id":"88955e31-434c-4291-92bf-903c0159fbca","user_id":"106998560","username":"dartqrman","text":"teeth pulling stream","badges":{"subscriber":"6","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431089146,"stream_offset_ms":12753146}
+{"channel":"callmecarsonlive","raw_message":"@badge-info=subscriber/28;badges=subscriber/24;client-nonce=bf9b87079dc24e7891c8b6db6deacb5a;color=#00FFA8;display-name=introcharm;emotes=;first-msg=0;flags=;id=87c6642c-e7b5-4ff3-9585-b885bfd87c94;mod=0;returning-chatter=0;room-id=76055616;subscriber=1;tmi-sent-ts=1784431092098;turbo=0;user-id=484807826;user-type= :introcharm!introcharm@introcharm.tmi.twitch.tv PRIVMSG #callmecarsonlive :i wonder how grandma will sound like","message_id":"87c6642c-e7b5-4ff3-9585-b885bfd87c94","user_id":"484807826","username":"introcharm","text":"i wonder how grandma will sound like","badges":{"subscriber":"24"},"emotes":{},"tmi_sent_ts":1784431092098,"stream_offset_ms":12756098}
diff --git a/data/cinemarxism__20260719T031814627382.jsonl b/data/cinemarxism__20260719T031814627382.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..91deaa73a7b90615df2233d264860bf497d84e21
--- /dev/null
+++ b/data/cinemarxism__20260719T031814627382.jsonl
@@ -0,0 +1,6 @@
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,premium/1;client-nonce=b1ad2421-aee0-4930-aa7a-f3dc4b20d9f5;color=#F47718;display-name=Shooflepoofer;emotes=;first-msg=0;flags=;id=03e00796-a811-4d23-a0fb-b0455a002acd;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431085572;turbo=0;user-id=187893312;user-type= :shooflepoofer!shooflepoofer@shooflepoofer.tmi.twitch.tv PRIVMSG #cinemarxism :But beautiful moment","message_id":"03e00796-a811-4d23-a0fb-b0455a002acd","user_id":"187893312","username":"shooflepoofer","text":"But beautiful moment","badges":{"subscriber":"2","premium":"1"},"emotes":{},"tmi_sent_ts":1784431085572,"stream_offset_ms":10703572}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/25;badges=moderator/1,subscriber/12,went-outside/1;color=#48CB48;display-name=chillykitsune;emotes=;first-msg=0;flags=;id=17108f5d-c062-4e97-afb2-fd0184dab437;mod=1;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431085875;turbo=0;user-id=131723751;user-type=mod :chillykitsune!chillykitsune@chillykitsune.tmi.twitch.tv PRIVMSG #cinemarxism :KEKW","message_id":"17108f5d-c062-4e97-afb2-fd0184dab437","user_id":"131723751","username":"chillykitsune","text":"KEKW","badges":{"moderator":"1","subscriber":"12","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431085875,"stream_offset_ms":10703875}
+{"channel":"cinemarxism","raw_message":"@badge-info=;badges=went-outside/1;client-nonce=67c51d7e229e4cc8b209f5cde8ad78bc;color=#FF69B4;display-name=The_Void_Between;emotes=;first-msg=0;flags=;id=faf3bdae-6f7a-49f8-99cf-a8cf54435d38;mod=0;returning-chatter=0;room-id=489298439;subscriber=0;tmi-sent-ts=1784431088259;turbo=0;user-id=177644896;user-type= :the_void_between!the_void_between@the_void_between.tmi.twitch.tv PRIVMSG #cinemarxism :aww","message_id":"faf3bdae-6f7a-49f8-99cf-a8cf54435d38","user_id":"177644896","username":"the_void_between","text":"aww","badges":{"went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431088259,"stream_offset_ms":10706259}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/17;badges=subscriber/12,fright-fest-2025/1;client-nonce=dfa0b48b40d44b8483b473fdad70b944;color=#1E90FF;display-name=LouWav;emotes=;first-msg=0;flags=;id=5491a37c-1dab-4a0e-b7ef-8fb3751eb47d;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431089269;turbo=0;user-id=529789729;user-type= :louwav!louwav@louwav.tmi.twitch.tv PRIVMSG #cinemarxism :lIFE","message_id":"5491a37c-1dab-4a0e-b7ef-8fb3751eb47d","user_id":"529789729","username":"louwav","text":"lIFE","badges":{"subscriber":"12","fright-fest-2025":"1"},"emotes":{},"tmi_sent_ts":1784431089269,"stream_offset_ms":10707269}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/12;badges=subscriber/12,went-outside/1;client-nonce=B9A146DA-8B9E-4F3D-A773-D4230D80F285;color=#FF0000;display-name=MarxistNemikist;emotes=;first-msg=0;flags=;id=42f2606a-93a8-4d82-b4bc-7303eb3fb639;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431090806;turbo=0;user-id=895132764;user-type= :marxistnemikist!marxistnemikist@marxistnemikist.tmi.twitch.tv PRIVMSG #cinemarxism :you’re the rizzler","message_id":"42f2606a-93a8-4d82-b4bc-7303eb3fb639","user_id":"895132764","username":"marxistnemikist","text":"you’re the rizzler","badges":{"subscriber":"12","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431090806,"stream_offset_ms":10708806}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/17;badges=subscriber/12,fright-fest-2025/1;client-nonce=c33a231d15f841e9b811dbd6b47914eb;color=#1E90FF;display-name=LouWav;emotes=;first-msg=0;flags=;id=9483e312-3514-4095-837a-677e99f8ab84;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431092122;turbo=0;user-id=529789729;user-type= :louwav!louwav@louwav.tmi.twitch.tv PRIVMSG #cinemarxism :Life","message_id":"9483e312-3514-4095-837a-677e99f8ab84","user_id":"529789729","username":"louwav","text":"Life","badges":{"subscriber":"12","fright-fest-2025":"1"},"emotes":{},"tmi_sent_ts":1784431092122,"stream_offset_ms":10710122}
diff --git a/data/eajpark__20260719T031814629615.jsonl b/data/eajpark__20260719T031814629615.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..84f933a8a0fff245a883510f38dae9e68ededaf7
--- /dev/null
+++ b/data/eajpark__20260719T031814629615.jsonl
@@ -0,0 +1,4 @@
+{"channel":"eajpark","raw_message":"@badge-info=subscriber/53;badges=subscriber/24,fischer/1;color=#FFF3DD;display-name=imZahraaah;emotes=;first-msg=0;flags=;id=c1de1e89-58d1-41ee-9f74-8f7e8312f2ee;mod=0;returning-chatter=0;room-id=572082587;subscriber=1;tmi-sent-ts=1784431086977;turbo=0;user-id=426128906;user-type= :imzahraaah!imzahraaah@imzahraaah.tmi.twitch.tv PRIVMSG #eajpark :Tuck buff","message_id":"c1de1e89-58d1-41ee-9f74-8f7e8312f2ee","user_id":"426128906","username":"imzahraaah","text":"Tuck buff","badges":{"subscriber":"24","fischer":"1"},"emotes":{},"tmi_sent_ts":1784431086977,"stream_offset_ms":7190977}
+{"channel":"eajpark","raw_message":"@badge-info=subscriber/47;badges=subscriber/24,fright-fest-2025/1;color=#CEF6FB;display-name=chooest;emotes=;first-msg=0;flags=;id=0b726348-56c5-4071-b2b0-bc6c269c207f;mod=0;returning-chatter=0;room-id=572082587;subscriber=1;tmi-sent-ts=1784431087884;turbo=0;user-id=599725913;user-type= :chooest!chooest@chooest.tmi.twitch.tv PRIVMSG #eajpark :gn brian Tuck","message_id":"0b726348-56c5-4071-b2b0-bc6c269c207f","user_id":"599725913","username":"chooest","text":"gn brian Tuck","badges":{"subscriber":"24","fright-fest-2025":"1"},"emotes":{},"tmi_sent_ts":1784431087884,"stream_offset_ms":7191884}
+{"channel":"eajpark","raw_message":"@badge-info=;badges=;client-nonce=72E87C5D-F25F-49FC-8255-73C8142E38E3;color=;display-name=luvfaatma;emotes=;first-msg=0;flags=;id=58426e12-2e40-44f8-8c66-9a25183196ae;mod=0;returning-chatter=0;room-id=572082587;subscriber=0;tmi-sent-ts=1784431088102;turbo=0;user-id=1057940399;user-type= :luvfaatma!luvfaatma@luvfaatma.tmi.twitch.tv PRIVMSG #eajpark :byee","message_id":"58426e12-2e40-44f8-8c66-9a25183196ae","user_id":"1057940399","username":"luvfaatma","text":"byee","badges":{},"emotes":{},"tmi_sent_ts":1784431088102,"stream_offset_ms":7192102}
+{"channel":"eajpark","raw_message":"@badge-info=;badges=zevent-2024/1;client-nonce=AEE041E4-4001-4561-A0CD-CBCE4EAAA70B;color=#87CEEB;display-name=OM_Kathleen;emotes=;first-msg=0;flags=;id=1bceeac6-2198-44b2-9e37-86d368abc99d;mod=0;returning-chatter=0;room-id=572082587;subscriber=0;tmi-sent-ts=1784431091145;turbo=0;user-id=488603032;user-type= :om_kathleen!om_kathleen@om_kathleen.tmi.twitch.tv PRIVMSG #eajpark :@shennaruella yep","message_id":"1bceeac6-2198-44b2-9e37-86d368abc99d","user_id":"488603032","username":"om_kathleen","text":"@shennaruella yep","badges":{"zevent-2024":"1"},"emotes":{},"tmi_sent_ts":1784431091145,"stream_offset_ms":7195145}
diff --git a/data/euellenmaggnus__20260719T031814626841.jsonl b/data/euellenmaggnus__20260719T031814626841.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..131c4576586299bc2aab77f866a1f2d6137204c3
--- /dev/null
+++ b/data/euellenmaggnus__20260719T031814626841.jsonl
@@ -0,0 +1 @@
+{"channel":"euellenmaggnus","raw_message":"@badge-info=subscriber/4;badges=subscriber/3,bits/1;client-nonce=11ab366ba0c94560a6d5b2345b921959;color=#D2691E;display-name=capitaosilenciado;emotes=;first-msg=0;flags=;id=c8c9c6f8-ed9f-4f00-9407-4a1aee6161a9;mod=0;returning-chatter=0;room-id=1095116475;subscriber=1;tmi-sent-ts=1784431085153;turbo=0;user-id=1455609173;user-type= :capitaosilenciado!capitaosilenciado@capitaosilenciado.tmi.twitch.tv PRIVMSG #euellenmaggnus :sos","message_id":"c8c9c6f8-ed9f-4f00-9407-4a1aee6161a9","user_id":"1455609173","username":"capitaosilenciado","text":"sos","badges":{"subscriber":"3","bits":"1"},"emotes":{},"tmi_sent_ts":1784431085153,"stream_offset_ms":21758153}
diff --git a/data/fafa__20260719T031814627450.jsonl b/data/fafa__20260719T031814627450.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..656a94044f903698b2230dc776c03a1db37fe0eb
--- /dev/null
+++ b/data/fafa__20260719T031814627450.jsonl
@@ -0,0 +1,2 @@
+{"channel":"fafa","raw_message":"@badge-info=subscriber/8;badges=subscriber/6,stream-for-humanity-2-2025/1;client-nonce=B840C6EC-55B0-4719-B239-D206B2B97080;color=#FF7F50;display-name=qwerty_1k;emotes=;first-msg=0;flags=;id=192e4679-4976-418e-a9c9-4173a0a9de51;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431085580;turbo=0;user-id=819414176;user-type= :qwerty_1k!qwerty_1k@qwerty_1k.tmi.twitch.tv PRIVMSG #fafa :il a pleurer en swag","message_id":"192e4679-4976-418e-a9c9-4173a0a9de51","user_id":"819414176","username":"qwerty_1k","text":"il a pleurer en swag","badges":{"subscriber":"6","stream-for-humanity-2-2025":"1"},"emotes":{},"tmi_sent_ts":1784431085580,"stream_offset_ms":2499580}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/17;badges=subscriber/12,glhf-pledge/1;client-nonce=9d33e54cd23a419b80c275eb3a48e114;color=#6200FF;display-name=BC_Yomar;emotes=;first-msg=0;flags=;id=7f328401-8ca7-4fe2-942e-77506d6587d4;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431089602;turbo=0;user-id=462376098;user-type= :bc_yomar!bc_yomar@bc_yomar.tmi.twitch.tv PRIVMSG #fafa :dis bien il bicrave un triplé ce soir en plus","message_id":"7f328401-8ca7-4fe2-942e-77506d6587d4","user_id":"462376098","username":"bc_yomar","text":"dis bien il bicrave un triplé ce soir en plus","badges":{"subscriber":"12","glhf-pledge":"1"},"emotes":{},"tmi_sent_ts":1784431089602,"stream_offset_ms":2503602}
diff --git a/data/fanum__20260719T031814624805.jsonl b/data/fanum__20260719T031814624805.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..304f961b23b37eb6519a03ba29ba5acf5111fb9d
--- /dev/null
+++ b/data/fanum__20260719T031814624805.jsonl
@@ -0,0 +1,24 @@
+{"channel":"fanum","raw_message":"@badge-info=;badges=turbo/1;client-nonce=86823B77-8A0E-4B7B-A86C-505A291691B6;color=#0000FF;display-name=D1_Dam;emotes=;first-msg=0;flags=;id=6158a1a7-3f86-4eef-9224-28e0f43ac0b9;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431084689;turbo=1;user-id=917613138;user-type= :d1_dam!d1_dam@d1_dam.tmi.twitch.tv PRIVMSG #fanum :R.I.P KAI…","message_id":"6158a1a7-3f86-4eef-9224-28e0f43ac0b9","user_id":"917613138","username":"d1_dam","text":"R.I.P KAI…","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431084689,"stream_offset_ms":16997689}
+{"channel":"fanum","raw_message":"@badge-info=;badges=premium/1;client-nonce=E99CD823-40D4-44EF-8D44-068D86CC76B0;color=#00FF03;display-name=GunZ_iReload;emotes=;first-msg=0;flags=;id=dd56ab59-f33e-446e-a280-e7f39d036ab8;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431085115;turbo=0;user-id=150070792;user-type= :gunz_ireload!gunz_ireload@gunz_ireload.tmi.twitch.tv PRIVMSG #fanum :food can weight fellas","message_id":"dd56ab59-f33e-446e-a280-e7f39d036ab8","user_id":"150070792","username":"gunz_ireload","text":"food can weight fellas","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431085115,"stream_offset_ms":16998115}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=e7419e72-0e3b-4dc1-b2d4-22d311eb37b0;color=#8A2BE2;display-name=sze1fy;emotes=;first-msg=0;flags=;id=29f4df68-a403-4f6e-8450-9999674aaff0;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431085390;turbo=0;user-id=926154068;user-type= :sze1fy!sze1fy@sze1fy.tmi.twitch.tv PRIVMSG #fanum :Get kai","message_id":"29f4df68-a403-4f6e-8450-9999674aaff0","user_id":"926154068","username":"sze1fy","text":"Get kai","badges":{},"emotes":{},"tmi_sent_ts":1784431085390,"stream_offset_ms":16998390}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=64C359B0-1FC3-4453-A742-D0DB00E4FDDE;color=;display-name=callmebrea;emotes=;first-msg=0;flags=;id=a591a7ea-fa38-4cf3-9d23-f6501e642eef;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431085504;turbo=0;user-id=1519197305;user-type= :callmebrea!callmebrea@callmebrea.tmi.twitch.tv PRIVMSG #fanum :go get Kai before something really happennnn 😭😭😭","message_id":"a591a7ea-fa38-4cf3-9d23-f6501e642eef","user_id":"1519197305","username":"callmebrea","text":"go get Kai before something really happennnn 😭😭😭","badges":{},"emotes":{},"tmi_sent_ts":1784431085504,"stream_offset_ms":16998504}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=25135834-192C-4A6D-9DA4-F936696B60A6;color=;display-name=nana_vsthewrld;emotes=;first-msg=0;flags=;id=5ca4c498-699a-46b1-ad9f-59c677dbabfb;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431086204;turbo=0;user-id=1521475778;user-type= :nana_vsthewrld!nana_vsthewrld@nana_vsthewrld.tmi.twitch.tv PRIVMSG #fanum :FANUM Bilzo said you p$$y","message_id":"5ca4c498-699a-46b1-ad9f-59c677dbabfb","user_id":"1521475778","username":"nana_vsthewrld","text":"FANUM Bilzo said you p$$y","badges":{},"emotes":{},"tmi_sent_ts":1784431086204,"stream_offset_ms":16999204}
+{"channel":"fanum","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#7C7CE1;display-name=Nightbot;emotes=;first-msg=0;flags=15-20:P.6;id=16d1a0d8-f619-4c2a-8f8b-0c4ec1c4a131;mod=1;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431086386;turbo=0;user-id=19264788;user-type=mod :nightbot!nightbot@nightbot.tmi.twitch.tv PRIVMSG #fanum :fanum with the fuckin cannon","message_id":"16d1a0d8-f619-4c2a-8f8b-0c4ec1c4a131","user_id":"19264788","username":"nightbot","text":"fanum with the fuckin cannon","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431086386,"stream_offset_ms":16999386}
+{"channel":"fanum","raw_message":"@badge-info=;badges=turbo/1;client-nonce=23d0baf1fe68400db703d6a1b8defc49;color=#00FF7F;display-name=DJ__D1;emotes=;first-msg=0;flags=;id=6ac77164-8ddd-4fe5-979a-60d1013db0df;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431086584;turbo=1;user-id=195429991;user-type= :dj__d1!dj__d1@dj__d1.tmi.twitch.tv PRIVMSG #fanum :WHERE IS KAI???","message_id":"6ac77164-8ddd-4fe5-979a-60d1013db0df","user_id":"195429991","username":"dj__d1","text":"WHERE IS KAI???","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431086584,"stream_offset_ms":16999584}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=5F335D85-069A-43E7-8F26-CEC788372E77;color=#FF0000;display-name=saucerez13;emote-only=1;emotes=emotesv2_66cf89a391c94462b5b7de4754a47a10:0-11,13-24,26-37,39-50,52-63;first-msg=0;flags=;id=7877c7b6-3ae1-43aa-a2b7-0f49a8617be9;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431086675;turbo=0;user-id=840879000;user-type= :saucerez13!saucerez13@saucerez13.tmi.twitch.tv PRIVMSG #fanum :fanumFORMULA fanumFORMULA fanumFORMULA fanumFORMULA fanumFORMULA","message_id":"7877c7b6-3ae1-43aa-a2b7-0f49a8617be9","user_id":"840879000","username":"saucerez13","text":"fanumFORMULA fanumFORMULA fanumFORMULA fanumFORMULA fanumFORMULA","badges":{},"emotes":{"emotesv2_66cf89a391c94462b5b7de4754a47a10":["0-11","13-24","26-37","39-50","52-63"]},"tmi_sent_ts":1784431086675,"stream_offset_ms":16999675}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=8EB0A05A-C036-4A68-89F7-ADE67FF51229;color=;display-name=fabsxgamer;emotes=;first-msg=1;flags=;id=089a8788-afa9-4b39-8a48-0e222347e94d;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431086839;turbo=0;user-id=957020253;user-type= :fabsxgamer!fabsxgamer@fabsxgamer.tmi.twitch.tv PRIVMSG #fanum :!watchtime","message_id":"089a8788-afa9-4b39-8a48-0e222347e94d","user_id":"957020253","username":"fabsxgamer","text":"!watchtime","badges":{},"emotes":{},"tmi_sent_ts":1784431086839,"stream_offset_ms":16999839}
+{"channel":"fanum","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=;first-msg=0;flags=;id=ad34a792-5c7a-4c29-ad56-0bb3a668c0be;mod=1;reply-parent-display-name=fabsxgamer;reply-parent-msg-body=!watchtime;reply-parent-msg-id=089a8788-afa9-4b39-8a48-0e222347e94d;reply-parent-user-id=957020253;reply-parent-user-login=fabsxgamer;reply-thread-parent-display-name=fabsxgamer;reply-thread-parent-msg-id=089a8788-afa9-4b39-8a48-0e222347e94d;reply-thread-parent-user-id=957020253;reply-thread-parent-user-login=fabsxgamer;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431087138;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #fanum :@fabsxgamer fabsxgamer has spent  4 hours 50 mins watching fanum","message_id":"ad34a792-5c7a-4c29-ad56-0bb3a668c0be","user_id":"100135110","username":"streamelements","text":"@fabsxgamer fabsxgamer has spent  4 hours 50 mins watching fanum","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431087138,"stream_offset_ms":17000138}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=B8990FBA-C804-46DD-A902-B2A712D3C941;color=;display-name=darkknight38492;emotes=;first-msg=0;flags=20-22:P.3;id=c1e9b889-4178-4511-ab79-ce03bca318db;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431087245;turbo=0;user-id=1518244837;user-type= :darkknight38492!darkknight38492@darkknight38492.tmi.twitch.tv PRIVMSG #fanum :fanum gets your big ass and gets Kai Nka","message_id":"c1e9b889-4178-4511-ab79-ce03bca318db","user_id":"1518244837","username":"darkknight38492","text":"fanum gets your big ass and gets Kai Nka","badges":{},"emotes":{},"tmi_sent_ts":1784431087245,"stream_offset_ms":17000245}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=06213054945a448cb4a38e8915ffd2c9;color=#8A2BE2;display-name=peachyylips;emotes=;first-msg=0;flags=;id=8a84d2f4-dbc5-4e5e-9041-3b92d923b4a7;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431087623;turbo=0;user-id=773908404;user-type= :peachyylips!peachyylips@peachyylips.tmi.twitch.tv PRIVMSG #fanum :L FANUM","message_id":"8a84d2f4-dbc5-4e5e-9041-3b92d923b4a7","user_id":"773908404","username":"peachyylips","text":"L FANUM","badges":{},"emotes":{},"tmi_sent_ts":1784431087623,"stream_offset_ms":17000623}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=E6CAFAC1-39CD-49FC-9C7F-33D766FCE279;color=;display-name=nramuso;emotes=;first-msg=0;flags=;id=cfebe901-4add-46fd-bf03-5da9a3b42978;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431087638;turbo=0;user-id=1520693340;user-type= :nramuso!nramuso@nramuso.tmi.twitch.tv PRIVMSG #fanum :BROTHERRR","message_id":"cfebe901-4add-46fd-bf03-5da9a3b42978","user_id":"1520693340","username":"nramuso","text":"BROTHERRR","badges":{},"emotes":{},"tmi_sent_ts":1784431087638,"stream_offset_ms":17000638}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=2797B6B9-2887-44A1-9452-940C7BF1273D;color=;display-name=nramuso;emotes=;first-msg=0;flags=;id=7520dcbc-c495-455a-b5f7-31b4e19573f5;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431089502;turbo=0;user-id=1520693340;user-type= :nramuso!nramuso@nramuso.tmi.twitch.tv PRIVMSG #fanum :GO BACKK","message_id":"7520dcbc-c495-455a-b5f7-31b4e19573f5","user_id":"1520693340","username":"nramuso","text":"GO BACKK","badges":{},"emotes":{},"tmi_sent_ts":1784431089502,"stream_offset_ms":17002502}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=9EDB8A47-D3F7-4F93-BEFA-0712F2217A59;color=;display-name=helloworld_133474746;emotes=;first-msg=0;flags=;id=7860a15f-0f72-4cbe-98b0-74af22144ff5;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431089701;turbo=0;user-id=1102101148;user-type= :helloworld_133474746!helloworld_133474746@helloworld_133474746.tmi.twitch.tv PRIVMSG #fanum :where is Kai?","message_id":"7860a15f-0f72-4cbe-98b0-74af22144ff5","user_id":"1102101148","username":"helloworld_133474746","text":"where is Kai?","badges":{},"emotes":{},"tmi_sent_ts":1784431089701,"stream_offset_ms":17002701}
+{"channel":"fanum","raw_message":"@badge-info=;badges=twitch-recap-2023/1;client-nonce=D058BC47-8453-4965-BDFB-899547C31DCB;color=#FFFC00;display-name=yousef__elashy;emotes=;first-msg=0;flags=;id=6ab012f6-7ed3-4191-af9f-f6bdc17565f2;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431089703;turbo=0;user-id=144803437;user-type= :yousef__elashy!yousef__elashy@yousef__elashy.tmi.twitch.tv PRIVMSG #fanum :waffle house with ron","message_id":"6ab012f6-7ed3-4191-af9f-f6bdc17565f2","user_id":"144803437","username":"yousef__elashy","text":"waffle house with ron","badges":{"twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431089703,"stream_offset_ms":17002703}
+{"channel":"fanum","raw_message":"@badge-info=;badges=premium/1;client-nonce=699C920F-A270-477B-A509-102056833065;color=;display-name=cc_mexi1212;emotes=;first-msg=0;flags=;id=16186b57-ef24-4760-b4ad-9c7a9dd13927;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431089798;turbo=0;user-id=1520722639;user-type= :cc_mexi1212!cc_mexi1212@cc_mexi1212.tmi.twitch.tv PRIVMSG #fanum :crash the party","message_id":"16186b57-ef24-4760-b4ad-9c7a9dd13927","user_id":"1520722639","username":"cc_mexi1212","text":"crash the party","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431089798,"stream_offset_ms":17002798}
+{"channel":"fanum","raw_message":"@badge-info=subscriber/2;badges=subscriber/0;client-nonce=81E9D28A-4DBB-40ED-86B8-D7F9E8451BCD;color=#2E8B57;display-name=hlemus44;emotes=;first-msg=0;flags=;id=6dcea2d4-5217-404f-962b-32722a7a3f24;mod=0;returning-chatter=0;room-id=139251406;subscriber=1;tmi-sent-ts=1784431090129;turbo=0;user-id=890715442;user-type= :hlemus44!hlemus44@hlemus44.tmi.twitch.tv PRIVMSG #fanum :IF I DIDNT PARTICIPATE HIS KOREANS WITH A FORGOTTEN","message_id":"6dcea2d4-5217-404f-962b-32722a7a3f24","user_id":"890715442","username":"hlemus44","text":"IF I DIDNT PARTICIPATE HIS KOREANS WITH A FORGOTTEN","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431090129,"stream_offset_ms":17003129}
+{"channel":"fanum","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=9184E4C3-886D-4239-9A1C-19C849A89802;color=#8A2BE2;display-name=jujusweets97;emotes=;first-msg=0;flags=;id=a31d6bf0-c353-49b1-b691-cd34b6571e49;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431090694;turbo=0;user-id=960884337;user-type= :jujusweets97!jujusweets97@jujusweets97.tmi.twitch.tv PRIVMSG #fanum :lol Kai too quiet","message_id":"a31d6bf0-c353-49b1-b691-cd34b6571e49","user_id":"960884337","username":"jujusweets97","text":"lol Kai too quiet","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431090694,"stream_offset_ms":17003694}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=14477362-5AC6-46EA-BA56-9844156EA075;color=;display-name=kdisthegoatt;emotes=;first-msg=0;flags=;id=7a2035f4-bbcb-41b9-a721-859f3f1a2f26;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431090741;turbo=0;user-id=1362964853;user-type= :kdisthegoatt!kdisthegoatt@kdisthegoatt.tmi.twitch.tv PRIVMSG #fanum :WHERE THEY GOING","message_id":"7a2035f4-bbcb-41b9-a721-859f3f1a2f26","user_id":"1362964853","username":"kdisthegoatt","text":"WHERE THEY GOING","badges":{},"emotes":{},"tmi_sent_ts":1784431090741,"stream_offset_ms":17003741}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=5CD4B666-6CF8-4435-AA3A-555C18C827EA;color=;display-name=nramuso;emotes=;first-msg=0;flags=;id=a01872b0-1eb4-4dd9-b264-9a90234c383c;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431091156;turbo=0;user-id=1520693340;user-type= :nramuso!nramuso@nramuso.tmi.twitch.tv PRIVMSG #fanum :GET KAI","message_id":"a01872b0-1eb4-4dd9-b264-9a90234c383c","user_id":"1520693340","username":"nramuso","text":"GET KAI","badges":{},"emotes":{},"tmi_sent_ts":1784431091156,"stream_offset_ms":17004156}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=36D08561-E7B1-439D-86C1-C7058DF6316F;color=#1E90FF;display-name=2livemark1;emotes=;first-msg=0;flags=;id=25649004-5338-46e8-af32-310c1a6f9d53;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431092119;turbo=0;user-id=836835700;user-type= :2livemark1!2livemark1@2livemark1.tmi.twitch.tv PRIVMSG #fanum :max end too","message_id":"25649004-5338-46e8-af32-310c1a6f9d53","user_id":"836835700","username":"2livemark1","text":"max end too","badges":{},"emotes":{},"tmi_sent_ts":1784431092119,"stream_offset_ms":17005119}
+{"channel":"fanum","raw_message":"@badge-info=;badges=no_video/1;client-nonce=231C40B0-281B-4256-9C4F-A3889FEF457A;color=#B22222;display-name=unrealpz;emotes=;first-msg=0;flags=;id=b7111eb9-d497-4a22-a6b3-ead96d36b11b;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431092130;turbo=0;user-id=1243457730;user-type= :unrealpz!unrealpz@unrealpz.tmi.twitch.tv PRIVMSG #fanum :chat yalll are slow there was another car …","message_id":"b7111eb9-d497-4a22-a6b3-ead96d36b11b","user_id":"1243457730","username":"unrealpz","text":"chat yalll are slow there was another car …","badges":{"no_video":"1"},"emotes":{},"tmi_sent_ts":1784431092130,"stream_offset_ms":17005130}
+{"channel":"fanum","raw_message":"@badge-info=;badges=turbo/1;client-nonce=D9EB6D23-7D2B-4205-88AA-A897B71E98CA;color=;display-name=itslolo230;emotes=;first-msg=1;flags=;id=4b9117f8-c008-40e6-9a2c-6d18aaecfb4e;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431094372;turbo=1;user-id=1101131706;user-type= :itslolo230!itslolo230@itslolo230.tmi.twitch.tv PRIVMSG #fanum :@user5hunnidd0 wait how yk, where he at rn I’m just joining!!","message_id":"4b9117f8-c008-40e6-9a2c-6d18aaecfb4e","user_id":"1101131706","username":"itslolo230","text":"@user5hunnidd0 wait how yk, where he at rn I’m just joining!!","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431094372,"stream_offset_ms":17007372}
diff --git a/data/fleeceking__20260719T031814630999.jsonl b/data/fleeceking__20260719T031814630999.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8adbefe7b7ecd59394fc2a8328764e45d46e1197
--- /dev/null
+++ b/data/fleeceking__20260719T031814630999.jsonl
@@ -0,0 +1,2 @@
+{"channel":"fleeceking","raw_message":"@badge-info=;badges=;client-nonce=246D2A65-B96A-47DB-B635-F8273773D0BC;color=#8A2BE2;display-name=caelestra03;emotes=;first-msg=0;flags=;id=d2f5fb46-91a0-4b19-9168-175bc2947621;mod=0;returning-chatter=0;room-id=145813806;subscriber=0;tmi-sent-ts=1784431088151;turbo=0;user-id=1352081611;user-type= :caelestra03!caelestra03@caelestra03.tmi.twitch.tv PRIVMSG #fleeceking :On a farm","message_id":"d2f5fb46-91a0-4b19-9168-175bc2947621","user_id":"1352081611","username":"caelestra03","text":"On a farm","badges":{},"emotes":{},"tmi_sent_ts":1784431088151,"stream_offset_ms":4555151}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/6;badges=subscriber/0,bits/100;client-nonce=70e8efd3-328b-4f8d-b324-cd1c9885ad47;color=#00FF7F;display-name=YaFOOOOOOOOOL;emotes=;first-msg=0;flags=;id=d550a760-bfa1-4ee6-ad19-75f5ceb96160;mod=0;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431091448;turbo=0;user-id=88200344;user-type= :yafoooooooool!yafoooooooool@yafoooooooool.tmi.twitch.tv PRIVMSG #fleeceking :chat...is Dan proposing to us?","message_id":"d550a760-bfa1-4ee6-ad19-75f5ceb96160","user_id":"88200344","username":"yafoooooooool","text":"chat...is Dan proposing to us?","badges":{"subscriber":"0","bits":"100"},"emotes":{},"tmi_sent_ts":1784431091448,"stream_offset_ms":4558448}
diff --git a/data/fredthefireball__20260719T031814632182.jsonl b/data/fredthefireball__20260719T031814632182.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e370d6c40493de750cac055bb4c548e87ab5794e
--- /dev/null
+++ b/data/fredthefireball__20260719T031814632182.jsonl
@@ -0,0 +1,2 @@
+{"channel":"fredthefireball","raw_message":"@badge-info=;badges=twitch-recap-2023/1;client-nonce=c8d6ef4d3d3c47b4ab63b228428b58c7;color=#8A2BE2;display-name=piggybob;emotes=;first-msg=0;flags=;id=a1a1df06-83b5-445d-b6f0-012d4c618594;mod=0;returning-chatter=0;room-id=228191529;subscriber=0;tmi-sent-ts=1784431091810;turbo=0;user-id=570018108;user-type= :piggybob!piggybob@piggybob.tmi.twitch.tv PRIVMSG #fredthefireball :WHO IS THAT?","message_id":"a1a1df06-83b5-445d-b6f0-012d4c618594","user_id":"570018108","username":"piggybob","text":"WHO IS THAT?","badges":{"twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431091810,"stream_offset_ms":34686810}
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diff --git a/data/frg_kazik_2262698__20260719T031814625680.jsonl b/data/frg_kazik_2262698__20260719T031814625680.jsonl
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diff --git a/data/fruitberries__20260719T031814629241.jsonl b/data/fruitberries__20260719T031814629241.jsonl
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index 0000000000000000000000000000000000000000..f26688122601eeef65835785e5eba6f4bcad5dce
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+++ b/data/fruitberries__20260719T031814629241.jsonl
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+{"channel":"fruitberries","raw_message":"@badge-info=subscriber/11;badges=subscriber/9,share-the-love/1;client-nonce=558dc3dcb70943c28a1a3a5e69965496;color=#FF0080;display-name=LadyAetherbloom;emotes=;first-msg=0;flags=;id=45403970-e552-4f44-b13d-5b902d4cba87;mod=0;returning-chatter=0;room-id=133725096;subscriber=1;tmi-sent-ts=1784431088959;turbo=0;user-id=631264510;user-type= :ladyaetherbloom!ladyaetherbloom@ladyaetherbloom.tmi.twitch.tv PRIVMSG #fruitberries :blind","message_id":"45403970-e552-4f44-b13d-5b902d4cba87","user_id":"631264510","username":"ladyaetherbloom","text":"blind","badges":{"subscriber":"9","share-the-love":"1"},"emotes":{},"tmi_sent_ts":1784431088959,"stream_offset_ms":7863959}
+{"channel":"fruitberries","raw_message":"@badge-info=;badges=yuzu/1;client-nonce=10b244ff58a54cdebb678575d186b6b9;color=#FFCAFE;display-name=almondfps;emotes=;first-msg=0;flags=5-13:I.0;id=4a0a4eab-42a1-4e4f-8780-bf9f677069d5;mod=0;returning-chatter=0;room-id=133725096;subscriber=0;tmi-sent-ts=1784431088989;turbo=0;user-id=240892272;user-type= :almondfps!almondfps@almondfps.tmi.twitch.tv PRIVMSG #fruitberries :holy blind sob","message_id":"4a0a4eab-42a1-4e4f-8780-bf9f677069d5","user_id":"240892272","username":"almondfps","text":"holy blind sob","badges":{"yuzu":"1"},"emotes":{},"tmi_sent_ts":1784431088989,"stream_offset_ms":7863989}
+{"channel":"fruitberries","raw_message":"@badge-info=;badges=premium/1;client-nonce=31f625977ab04b95885e43dc518230f8;color=#FF4500;display-name=marmodog;emotes=;first-msg=0;flags=;id=1ef81a59-19c7-493f-bdc9-d4bd37074c56;mod=0;returning-chatter=0;room-id=133725096;subscriber=0;tmi-sent-ts=1784431090947;turbo=0;user-id=1397428052;user-type= :marmodog!marmodog@marmodog.tmi.twitch.tv PRIVMSG #fruitberries :lol","message_id":"1ef81a59-19c7-493f-bdc9-d4bd37074c56","user_id":"1397428052","username":"marmodog","text":"lol","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431090947,"stream_offset_ms":7865947}
+{"channel":"fruitberries","raw_message":"@badge-info=subscriber/11;badges=subscriber/9,share-the-love/1;client-nonce=c18b3be773a441daba89582a12f8ae4e;color=#FF0080;display-name=LadyAetherbloom;emotes=;first-msg=0;flags=;id=7d9f632a-a102-426f-967c-d6e2bd2fc1f7;mod=0;returning-chatter=0;room-id=133725096;subscriber=1;tmi-sent-ts=1784431090959;turbo=0;user-id=631264510;user-type= :ladyaetherbloom!ladyaetherbloom@ladyaetherbloom.tmi.twitch.tv PRIVMSG #fruitberries :sob","message_id":"7d9f632a-a102-426f-967c-d6e2bd2fc1f7","user_id":"631264510","username":"ladyaetherbloom","text":"sob","badges":{"subscriber":"9","share-the-love":"1"},"emotes":{},"tmi_sent_ts":1784431090959,"stream_offset_ms":7865959}
+{"channel":"fruitberries","raw_message":"@badge-info=;badges=yuzu/1;client-nonce=68cc88baf9a34257b68a45e32d340cc0;color=#FFCAFE;display-name=almondfps;emotes=;first-msg=0;flags=;id=44d97f7d-4907-43b4-8014-711a80ca5c49;mod=0;returning-chatter=0;room-id=133725096;subscriber=0;tmi-sent-ts=1784431092657;turbo=0;user-id=240892272;user-type= :almondfps!almondfps@almondfps.tmi.twitch.tv PRIVMSG #fruitberries :all good!","message_id":"44d97f7d-4907-43b4-8014-711a80ca5c49","user_id":"240892272","username":"almondfps","text":"all good!","badges":{"yuzu":"1"},"emotes":{},"tmi_sent_ts":1784431092657,"stream_offset_ms":7867657}
diff --git a/data/gaviiria_games__20260719T031814632427.jsonl b/data/gaviiria_games__20260719T031814632427.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..92d3d7e97ac77da81a4a20d3fa78caf1db93bc1f
--- /dev/null
+++ b/data/gaviiria_games__20260719T031814632427.jsonl
@@ -0,0 +1 @@
+{"channel":"gaviiria_games","raw_message":"@badge-info=;badges=;client-nonce=ad7d98b303cc468cbb5728f45e1b90c6;color=;display-name=damadenegrottv;emotes=;first-msg=0;flags=;id=65fda523-bf51-4274-acb6-8e02bff2155c;mod=0;returning-chatter=0;room-id=1385129787;subscriber=0;tmi-sent-ts=1784431092423;turbo=0;user-id=1382606725;user-type= :damadenegrottv!damadenegrottv@damadenegrottv.tmi.twitch.tv PRIVMSG #gaviiria_games :pvp?","message_id":"65fda523-bf51-4274-acb6-8e02bff2155c","user_id":"1382606725","username":"damadenegrottv","text":"pvp?","badges":{},"emotes":{},"tmi_sent_ts":1784431092423,"stream_offset_ms":1431423}
diff --git a/data/gladd__20260719T031814625274.jsonl b/data/gladd__20260719T031814625274.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9ac150b0ed53aba073cd28f1350c6b519db7cb81
--- /dev/null
+++ b/data/gladd__20260719T031814625274.jsonl
@@ -0,0 +1,4 @@
+{"channel":"gladd","raw_message":"@badge-info=subscriber/77;badges=lead_moderator/1,subscriber/3054,mod-founder/1;client-nonce=e7ed399fcfdf4cb7978e9326d6c8bd97;color=#902BE2;display-name=AliDeAdam;emotes=;first-msg=0;flags=;id=052a899e-9929-4ebc-a6d9-66a688d421f4;mod=1;returning-chatter=0;room-id=81628627;subscriber=1;tmi-sent-ts=1784431084769;turbo=0;user-id=28835404;user-type=mod :alideadam!alideadam@alideadam.tmi.twitch.tv PRIVMSG #gladd :good night chat and @Gladd","message_id":"052a899e-9929-4ebc-a6d9-66a688d421f4","user_id":"28835404","username":"alideadam","text":"good night chat and @Gladd","badges":{"lead_moderator":"1","subscriber":"3054","mod-founder":"1"},"emotes":{},"tmi_sent_ts":1784431084769,"stream_offset_ms":41298769}
+{"channel":"gladd","raw_message":"@badge-info=;badges=scampuss/1;client-nonce=15403a9102bb44dea3141e66520f755e;color=#FFFF00;display-name=EB0N__;emotes=;first-msg=0;flags=;id=a347a478-4acd-48fd-a7c4-f79a468edbd6;mod=0;returning-chatter=0;room-id=81628627;subscriber=0;tmi-sent-ts=1784431091489;turbo=0;user-id=46969040;user-type= :eb0n__!eb0n__@eb0n__.tmi.twitch.tv PRIVMSG #gladd :yeah","message_id":"a347a478-4acd-48fd-a7c4-f79a468edbd6","user_id":"46969040","username":"eb0n__","text":"yeah","badges":{"scampuss":"1"},"emotes":{},"tmi_sent_ts":1784431091489,"stream_offset_ms":41305489}
+{"channel":"gladd","raw_message":"@badge-info=;badges=;client-nonce=0b3c71d9726b4838bccd6337353081e4;color=#FF4500;display-name=noSkillmando;emotes=;first-msg=0;flags=;id=bc1da5d5-4279-4127-9934-fc4c9d5ad849;mod=0;reply-parent-display-name=AliDeAdam;reply-parent-msg-body=good\\snight\\schat\\sand\\s@Gladd;reply-parent-msg-id=052a899e-9929-4ebc-a6d9-66a688d421f4;reply-parent-user-id=28835404;reply-parent-user-login=alideadam;reply-thread-parent-display-name=AliDeAdam;reply-thread-parent-msg-id=052a899e-9929-4ebc-a6d9-66a688d421f4;reply-thread-parent-user-id=28835404;reply-thread-parent-user-login=alideadam;returning-chatter=0;room-id=81628627;subscriber=0;tmi-sent-ts=1784431092573;turbo=0;user-id=434600219;user-type= :noskillmando!noskillmando@noskillmando.tmi.twitch.tv PRIVMSG #gladd :@AliDeAdam night bro","message_id":"bc1da5d5-4279-4127-9934-fc4c9d5ad849","user_id":"434600219","username":"noskillmando","text":"@AliDeAdam night bro","badges":{},"emotes":{},"tmi_sent_ts":1784431092573,"stream_offset_ms":41306573}
+{"channel":"gladd","raw_message":"@badge-info=subscriber/34;badges=moderator/1,subscriber/30,blossom-badge/4;client-nonce=289158d4-94c0-44fd-8a8e-0c952704c77a;color=#00FF7F;display-name=Xalrena;emotes=emotesv2_94a7a094211641e7a48e71dba06b655f:22-31;first-msg=0;flags=;id=ab81c5a9-b1ba-41c4-8ad6-342de8f6485b;mod=1;returning-chatter=0;room-id=81628627;subscriber=1;tmi-sent-ts=1784431093526;turbo=0;user-id=135407660;user-type=mod :xalrena!xalrena@xalrena.tmi.twitch.tv PRIVMSG #gladd :Good night Ali habibi gladdHEART","message_id":"ab81c5a9-b1ba-41c4-8ad6-342de8f6485b","user_id":"135407660","username":"xalrena","text":"Good night Ali habibi gladdHEART","badges":{"moderator":"1","subscriber":"30","blossom-badge":"4"},"emotes":{"emotesv2_94a7a094211641e7a48e71dba06b655f":["22-31"]},"tmi_sent_ts":1784431093526,"stream_offset_ms":41307526}
diff --git a/data/greentea__20260719T031814629381.jsonl b/data/greentea__20260719T031814629381.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7a5cb627ff15fc237ac22edccda6467518132614
--- /dev/null
+++ b/data/greentea__20260719T031814629381.jsonl
@@ -0,0 +1,5 @@
+{"channel":"greentea","raw_message":"@badge-info=;badges=;client-nonce=0DA34CC4-E9F5-455E-9CF4-BDDC1470A2E0;color=#00FF7F;display-name=人菜隱大;emotes=;first-msg=0;flags=;id=24941874-45e2-4ba9-a873-e327e43f88d3;mod=0;returning-chatter=0;room-id=29528480;subscriber=0;tmi-sent-ts=1784431086923;turbo=0;user-id=496299574;user-type= :sadmannnnnnnnnnn!sadmannnnnnnnnnn@sadmannnnnnnnnnn.tmi.twitch.tv PRIVMSG #greentea :777","message_id":"24941874-45e2-4ba9-a873-e327e43f88d3","user_id":"496299574","username":"sadmannnnnnnnnnn","text":"777","badges":{},"emotes":{},"tmi_sent_ts":1784431086923,"stream_offset_ms":3931923}
+{"channel":"greentea","raw_message":"@badge-info=subscriber/4;badges=subscriber/3;client-nonce=deb7010f41cf4d7fbc2256117750d134;color=#8A2BE2;display-name=芙辣湯;emotes=;first-msg=0;flags=;id=86f4fd47-78fe-4705-ad0f-7b0ad0436bf7;mod=0;reply-parent-display-name=AldenOuO;reply-parent-msg-body=茶哥如果沒有暈格\\s燒格阿卡莉是好的嗎;reply-parent-msg-id=98831af1-5014-4ce1-8ecd-7d0ac2fd1cd0;reply-parent-user-id=402725492;reply-parent-user-login=aldenouo;reply-thread-parent-display-name=AldenOuO;reply-thread-parent-msg-id=98831af1-5014-4ce1-8ecd-7d0ac2fd1cd0;reply-thread-parent-user-id=402725492;reply-thread-parent-user-login=aldenouo;returning-chatter=0;room-id=29528480;subscriber=1;tmi-sent-ts=1784431088873;turbo=0;user-id=159399712;user-type= :hososoup!hososoup@hososoup.tmi.twitch.tv PRIVMSG #greentea :@AldenOuO 阿卡莉自帶燒","message_id":"86f4fd47-78fe-4705-ad0f-7b0ad0436bf7","user_id":"159399712","username":"hososoup","text":"@AldenOuO 阿卡莉自帶燒","badges":{"subscriber":"3"},"emotes":{},"tmi_sent_ts":1784431088873,"stream_offset_ms":3933873}
+{"channel":"greentea","raw_message":"@badge-info=subscriber/17;badges=lead_moderator/1,subscriber/12,campaign-29528480-cbd9dd44-a5c9-4b9c-933e-11f99be7e45b-mw/1;client-nonce=3090D5C8-8E47-4A38-BF2F-DB3256987CA6;color=#FF69B4;display-name=一顆璧琉璃;emotes=;first-msg=0;flags=;id=c9838555-84aa-4d52-a83b-53a45409afb2;mod=1;returning-chatter=0;room-id=29528480;subscriber=1;tmi-sent-ts=1784431091804;turbo=0;user-id=146719014;user-type=mod :daniel5pig!daniel5pig@daniel5pig.tmi.twitch.tv PRIVMSG #greentea :!茶寶t","message_id":"c9838555-84aa-4d52-a83b-53a45409afb2","user_id":"146719014","username":"daniel5pig","text":"!茶寶t","badges":{"lead_moderator":"1","subscriber":"12","campaign-29528480-cbd9dd44-a5c9-4b9c-933e-11f99be7e45b-mw":"1"},"emotes":{},"tmi_sent_ts":1784431091804,"stream_offset_ms":3936804}
+{"channel":"greentea","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#7C7CE1;display-name=Nightbot;emotes=;first-msg=0;flags=;id=a07874fa-1a60-47c9-9b22-cdf9591536b8;mod=1;returning-chatter=0;room-id=29528480;subscriber=0;tmi-sent-ts=1784431091999;turbo=0;user-id=19264788;user-type=mod :nightbot!nightbot@nightbot.tmi.twitch.tv PRIVMSG #greentea :平常抖內的把拔們可以優先拿直接填表單，其他茶寶用茶寶點換，換了之後填表單登記資訊: https://forms.gle/7HxKRWiuCJEwJbo89","message_id":"a07874fa-1a60-47c9-9b22-cdf9591536b8","user_id":"19264788","username":"nightbot","text":"平常抖內的把拔們可以優先拿直接填表單，其他茶寶用茶寶點換，換了之後填表單登記資訊: https://forms.gle/7HxKRWiuCJEwJbo89","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431091999,"stream_offset_ms":3936999}
+{"channel":"greentea","raw_message":"@badge-info=;badges=blossom-badge/4;client-nonce=2757433a23d949ce9bb42b6376082521;color=#FF69B4;display-name=美濃區荖濃溪水庫管理部長;emotes=;first-msg=0;flags=;id=6822ed9e-487e-4b9d-85f6-de5ba43429ae;mod=0;returning-chatter=0;room-id=29528480;subscriber=0;tmi-sent-ts=1784431091995;turbo=0;user-id=436707754;user-type= :ozenmeshini!ozenmeshini@ozenmeshini.tmi.twitch.tv PRIVMSG #greentea :777","message_id":"6822ed9e-487e-4b9d-85f6-de5ba43429ae","user_id":"436707754","username":"ozenmeshini","text":"777","badges":{"blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431091995,"stream_offset_ms":3936995}
diff --git a/data/hannahxxrose__20260719T031814626572.jsonl b/data/hannahxxrose__20260719T031814626572.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d6bd720ea0fbf78ba6c1f286d6e1be436fe442b3
--- /dev/null
+++ b/data/hannahxxrose__20260719T031814626572.jsonl
@@ -0,0 +1,2 @@
+{"channel":"hannahxxrose","raw_message":"@badge-info=;badges=superultracombo-2023/1;client-nonce=36aec1d72eda46d3b14d9385b6281800;color=#FF4500;display-name=PyrateQueen;emotes=;first-msg=0;flags=0-2:P.0;id=fdd2a365-3a2d-4196-8723-8a162590007a;mod=0;returning-chatter=0;room-id=63096750;subscriber=0;tmi-sent-ts=1784431085031;turbo=0;user-id=53052596;user-type= :pyratequeen!pyratequeen@pyratequeen.tmi.twitch.tv PRIVMSG #hannahxxrose :omg","message_id":"fdd2a365-3a2d-4196-8723-8a162590007a","user_id":"53052596","username":"pyratequeen","text":"omg","badges":{"superultracombo-2023":"1"},"emotes":{},"tmi_sent_ts":1784431085031,"stream_offset_ms":7031031}
+{"channel":"hannahxxrose","raw_message":"@badge-info=;badges=blossom-badge/4;client-nonce=acf3bc34-3510-49b5-93ff-c063317841b9;color=#FF0000;display-name=isuckatpvp6639;emotes=;first-msg=0;flags=;id=9226261e-c7c9-4664-a67e-f890c6889a6d;mod=0;returning-chatter=0;room-id=63096750;subscriber=0;tmi-sent-ts=1784431089538;turbo=0;user-id=1322158377;user-type= :isuckatpvp6639!isuckatpvp6639@isuckatpvp6639.tmi.twitch.tv PRIVMSG #hannahxxrose :Cause hes probally getting revenge cause of the beehive thing","message_id":"9226261e-c7c9-4664-a67e-f890c6889a6d","user_id":"1322158377","username":"isuckatpvp6639","text":"Cause hes probally getting revenge cause of the beehive thing","badges":{"blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431089538,"stream_offset_ms":7035538}
diff --git a/data/infume__20260719T031814627240.jsonl b/data/infume__20260719T031814627240.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b818177e447e49ea57556c9b60c7c3e2325664ce
--- /dev/null
+++ b/data/infume__20260719T031814627240.jsonl
@@ -0,0 +1,11 @@
+{"channel":"infume","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=e22189a3-f9fd-4def-b772-dda379ef62b1;color=#1E90FF;display-name=satapotaato;emotes=;first-msg=0;flags=;id=3978ae84-68d9-43e9-8a8f-c23cd7a6fe14;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431085356;turbo=0;user-id=486742148;user-type= :satapotaato!satapotaato@satapotaato.tmi.twitch.tv PRIVMSG #infume :that face...","message_id":"3978ae84-68d9-43e9-8a8f-c23cd7a6fe14","user_id":"486742148","username":"satapotaato","text":"that face...","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431085356,"stream_offset_ms":123222356}
+{"channel":"infume","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,campaign-248600377-f27aa4e1-4872-43b4-8ae1-801cd0fc800a-sub/1;client-nonce=a2003b2448bb48d9ab8f788f26c8884d;color=#1E90FF;display-name=midoffsenjoyer;emotes=;first-msg=0;flags=;id=a84a1143-8e4d-4797-b8a7-b1911a6de8bf;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431086290;turbo=0;user-id=1442914448;user-type= :midoffsenjoyer!midoffsenjoyer@midoffsenjoyer.tmi.twitch.tv PRIVMSG #infume :BLUNDER","message_id":"a84a1143-8e4d-4797-b8a7-b1911a6de8bf","user_id":"1442914448","username":"midoffsenjoyer","text":"BLUNDER","badges":{"subscriber":"2","campaign-248600377-f27aa4e1-4872-43b4-8ae1-801cd0fc800a-sub":"1"},"emotes":{},"tmi_sent_ts":1784431086290,"stream_offset_ms":123223290}
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diff --git a/data/jalensworld__20260719T031814627894.jsonl b/data/jalensworld__20260719T031814627894.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..76baa73bf78eea293f1b60bbae2e2624e228614e
--- /dev/null
+++ b/data/jalensworld__20260719T031814627894.jsonl
@@ -0,0 +1,16 @@
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+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/10;badges=subscriber/9;client-nonce=3D4C57B2-0498-4EE6-83AD-F74705AB91B8;color=#FF69B4;display-name=Baddiexo_;emote-only=1;emotes=emotesv2_00834f1925124883baff1d055b04b3b8:0-18,20-38,40-58,60-78,80-98,100-118,120-138,140-158;first-msg=0;flags=;id=3ce16129-6c2a-4d42-8b97-209db8f6d566;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431093428;turbo=0;user-id=786270571;user-type= :baddiexo_!baddiexo_@baddiexo_.tmi.twitch.tv PRIVMSG #jalensworld_ :jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake","message_id":"3ce16129-6c2a-4d42-8b97-209db8f6d566","user_id":"786270571","username":"baddiexo_","text":"jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake jalens1Africanshake","badges":{"subscriber":"9"},"emotes":{"emotesv2_00834f1925124883baff1d055b04b3b8":["0-18","20-38","40-58","60-78","80-98","100-118","120-138","140-158"]},"tmi_sent_ts":1784431093428,"stream_offset_ms":7834428}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/37;badges=subscriber/36,fischer/1;client-nonce=9EC705E4-F382-4B06-9DC6-44C6803ECC70;color=#FF2700;display-name=MuddyeMotionz;emote-only=1;emotes=emotesv2_0c813360dba0475dbe3c079fe54713a4:0-17,19-36,38-55,57-74;first-msg=0;flags=;id=ef7d7548-5a80-4801-9b29-748ca12895dc;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431093931;turbo=0;user-id=910908930;user-type= :muddyemotionz!muddyemotionz@muddyemotionz.tmi.twitch.tv PRIVMSG #jalensworld_ :jalens1Yiddybounce jalens1Yiddybounce jalens1Yiddybounce jalens1Yiddybounce","message_id":"ef7d7548-5a80-4801-9b29-748ca12895dc","user_id":"910908930","username":"muddyemotionz","text":"jalens1Yiddybounce jalens1Yiddybounce jalens1Yiddybounce jalens1Yiddybounce","badges":{"subscriber":"36","fischer":"1"},"emotes":{"emotesv2_0c813360dba0475dbe3c079fe54713a4":["0-17","19-36","38-55","57-74"]},"tmi_sent_ts":1784431093931,"stream_offset_ms":7834931}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/15;badges=subscriber/12,blossom-badge/3;client-nonce=879721D5-C822-4E5C-A94C-361E07552A2C;color=#1E90FF;display-name=vvkxo;emote-only=1;emotes=emotesv2_f4336deee2c846ad82a7e21ac361ec85:0-14,16-30;first-msg=0;flags=;id=06fa58d1-4385-4677-b94a-3efcdf27ea6b;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431094006;turbo=0;user-id=529366099;user-type= :vvkxo!vvkxo@vvkxo.tmi.twitch.tv PRIVMSG #jalensworld_ :x3regrDredancee x3regrDredancee","message_id":"06fa58d1-4385-4677-b94a-3efcdf27ea6b","user_id":"529366099","username":"vvkxo","text":"x3regrDredancee x3regrDredancee","badges":{"subscriber":"12","blossom-badge":"3"},"emotes":{"emotesv2_f4336deee2c846ad82a7e21ac361ec85":["0-14","16-30"]},"tmi_sent_ts":1784431094006,"stream_offset_ms":7835006}
diff --git a/data/juicerewards__20260719T031814631704.jsonl b/data/juicerewards__20260719T031814631704.jsonl
new file mode 100644
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--- /dev/null
+++ b/data/juicerewards__20260719T031814631704.jsonl
@@ -0,0 +1,2 @@
+{"channel":"juicerewards","raw_message":"@badge-info=;badges=;color=;display-name=wtfmiz;emotes=;first-msg=0;flags=;id=cce3b567-739e-4872-b4e2-860e12bd6e72;mod=0;returning-chatter=0;room-id=488187640;subscriber=0;tmi-sent-ts=1784431089176;turbo=0;user-id=833364837;user-type= :wtfmiz!wtfmiz@wtfmiz.tmi.twitch.tv PRIVMSG #juicerewards :#badges","message_id":"cce3b567-739e-4872-b4e2-860e12bd6e72","user_id":"833364837","username":"wtfmiz","text":"#badges","badges":{},"emotes":{},"tmi_sent_ts":1784431089176,"stream_offset_ms":96145176}
+{"channel":"juicerewards","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#FFFFFF;display-name=PotatBotat;emotes=emotesv2_01071b863ef54a72a466a0c51074da0d:32-45;first-msg=0;flags=;id=8b96c388-e131-4c1d-b974-4e040f8feb9d;mod=1;reply-parent-display-name=wtfmiz;reply-parent-msg-body=#badges;reply-parent-msg-id=cce3b567-739e-4872-b4e2-860e12bd6e72;reply-parent-user-id=833364837;reply-parent-user-login=wtfmiz;reply-thread-parent-display-name=wtfmiz;reply-thread-parent-msg-id=cce3b567-739e-4872-b4e2-860e12bd6e72;reply-thread-parent-user-id=833364837;reply-thread-parent-user-login=wtfmiz;returning-chatter=0;room-id=488187640;subscriber=0;tmi-sent-ts=1784431089578;turbo=0;user-id=865895441;user-type=mod :potatbotat!potatbotat@potatbotat.tmi.twitch.tv PRIVMSG #juicerewards :@wtfmiz ͏⚠️ User has no badges. ryanpo1Despair","message_id":"8b96c388-e131-4c1d-b974-4e040f8feb9d","user_id":"865895441","username":"potatbotat","text":"@wtfmiz ͏⚠️ User has no badges. ryanpo1Despair","badges":{"moderator":"1","bot-badge":"1"},"emotes":{"emotesv2_01071b863ef54a72a466a0c51074da0d":["32-45"]},"tmi_sent_ts":1784431089578,"stream_offset_ms":96145578}
diff --git a/data/juicyjacob__20260719T031814629822.jsonl b/data/juicyjacob__20260719T031814629822.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..10271bbd3736e0958e6d683864ed6be4557f4359
--- /dev/null
+++ b/data/juicyjacob__20260719T031814629822.jsonl
@@ -0,0 +1,3 @@
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=BD2F6FA8-F978-4D6C-B9E9-EB6EBC8BE991;color=;display-name=the_baconaterr;emotes=;first-msg=0;flags=;id=01b8c174-82a4-4472-ab53-db89aba3fd68;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431087216;turbo=0;user-id=1109701265;user-type= :the_baconaterr!the_baconaterr@the_baconaterr.tmi.twitch.tv PRIVMSG #juicyjacob :where’s our villain!!!!","message_id":"01b8c174-82a4-4472-ab53-db89aba3fd68","user_id":"1109701265","username":"the_baconaterr","text":"where’s our villain!!!!","badges":{},"emotes":{},"tmi_sent_ts":1784431087216,"stream_offset_ms":10999216}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=13D55B53-5893-43BF-B25A-AA828C297A41;color=;display-name=jeremiah082119;emotes=;first-msg=0;flags=;id=26f5f923-f812-40f2-88f9-ae569bfb3255;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431089136;turbo=0;user-id=604583983;user-type= :jeremiah082119!jeremiah082119@jeremiah082119.tmi.twitch.tv PRIVMSG #juicyjacob :he’s 17","message_id":"26f5f923-f812-40f2-88f9-ae569bfb3255","user_id":"604583983","username":"jeremiah082119","text":"he’s 17","badges":{},"emotes":{},"tmi_sent_ts":1784431089136,"stream_offset_ms":11001136}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=D0BBEA0E-2FB1-4ED4-9106-FC201A5B8D8C;color=;display-name=ray679944;emotes=;first-msg=0;flags=;id=4af4966e-938b-4534-9b71-8f59f4e0649c;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431091689;turbo=0;user-id=1521016410;user-type= :ray679944!ray679944@ray679944.tmi.twitch.tv PRIVMSG #juicyjacob :bro is like 6","message_id":"4af4966e-938b-4534-9b71-8f59f4e0649c","user_id":"1521016410","username":"ray679944","text":"bro is like 6","badges":{},"emotes":{},"tmi_sent_ts":1784431091689,"stream_offset_ms":11003689}
diff --git a/data/kaivtuber__20260719T031814629540.jsonl b/data/kaivtuber__20260719T031814629540.jsonl
new file mode 100644
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--- /dev/null
+++ b/data/kaivtuber__20260719T031814629540.jsonl
@@ -0,0 +1,2 @@
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/2;badges=vip/1,subscriber/0;client-nonce=181BDE83-6A2F-4876-B2D6-5C4DF16A7A2F;color=;display-name=sirspoopyy;emotes=;first-msg=0;flags=;id=c6d5cbb3-b9b1-4d37-b7a5-5875428a9cc2;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431086975;turbo=0;user-id=625480854;user-type=;vip=1 :sirspoopyy!sirspoopyy@sirspoopyy.tmi.twitch.tv PRIVMSG #kaivtuber :brb","message_id":"c6d5cbb3-b9b1-4d37-b7a5-5875428a9cc2","user_id":"625480854","username":"sirspoopyy","text":"brb","badges":{"vip":"1","subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431086975,"stream_offset_ms":3535975}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=9d9527d46b374cac9f82e092523e7cc7;color=#FF69B4;display-name=lai_luvs15;emotes=;first-msg=0;flags=0-3:P.0;id=96afb6eb-a17c-4f9a-bf63-cd6fadf77b26;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431092790;turbo=0;user-id=1437022282;user-type= :lai_luvs15!lai_luvs15@lai_luvs15.tmi.twitch.tv PRIVMSG #kaivtuber :DAMN he wants to be main character","message_id":"96afb6eb-a17c-4f9a-bf63-cd6fadf77b26","user_id":"1437022282","username":"lai_luvs15","text":"DAMN he wants to be main character","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431092790,"stream_offset_ms":3541790}
diff --git a/data/kazefequx__20260719T031814629888.jsonl b/data/kazefequx__20260719T031814629888.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2535c801154f24e9012eda5ab5127a161e9b7eb6
--- /dev/null
+++ b/data/kazefequx__20260719T031814629888.jsonl
@@ -0,0 +1 @@
+{"channel":"kazefequx","raw_message":"@badge-info=;badges=;color=;display-name=ogbucf;emotes=;first-msg=0;flags=;id=efbc333a-1b92-4df7-b2c2-de583dfd9cd5;mod=0;returning-chatter=0;room-id=1054415367;subscriber=0;tmi-sent-ts=1784431087235;turbo=0;user-id=1414326905;user-type= :ogbucf!ogbucf@ogbucf.tmi.twitch.tv PRIVMSG #kazefequx :to com o dedo coçando pra aumentar aposta","message_id":"efbc333a-1b92-4df7-b2c2-de583dfd9cd5","user_id":"1414326905","username":"ogbucf","text":"to com o dedo coçando pra aumentar aposta","badges":{},"emotes":{},"tmi_sent_ts":1784431087235,"stream_offset_ms":151973235}
diff --git a/data/khadim__20260719T031814632097.jsonl b/data/khadim__20260719T031814632097.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..926b2b10da293aae1f532595668b041214ee378c
--- /dev/null
+++ b/data/khadim__20260719T031814632097.jsonl
@@ -0,0 +1 @@
+{"channel":"khadim","raw_message":"@badge-info=subscriber/3;badges=subscriber/3,campaign-645911728-97ca1090-2da9-42f4-9745-71858f5806bc-mw/1;client-nonce=81ac2593f604406e89d163930decfcfc;color=#FF0000;display-name=ap_shadow_kdm;emotes=;first-msg=0;flags=;id=405fc990-c4ab-4814-8304-26dfad581a1f;mod=0;returning-chatter=0;room-id=645911728;subscriber=1;tmi-sent-ts=1784431091782;turbo=0;user-id=480375341;user-type= :ap_shadow_kdm!ap_shadow_kdm@ap_shadow_kdm.tmi.twitch.tv PRIVMSG #khadim :sallle de boss","message_id":"405fc990-c4ab-4814-8304-26dfad581a1f","user_id":"480375341","username":"ap_shadow_kdm","text":"sallle de boss","badges":{"subscriber":"3","campaign-645911728-97ca1090-2da9-42f4-9745-71858f5806bc-mw":"1"},"emotes":{},"tmi_sent_ts":1784431091782,"stream_offset_ms":32275782}
diff --git a/data/kourra__20260719T031814631166.jsonl b/data/kourra__20260719T031814631166.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7a7738b758a436752455f170cde9f3b2639e65ef
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+++ b/data/kourra__20260719T031814631166.jsonl
@@ -0,0 +1 @@
+{"channel":"kourra","raw_message":"@badge-info=subscriber/5;badges=subscriber/3,clips-leader/2;client-nonce=b68c12ebcd494e38a901af0ce9628207;color=;display-name=StarPunk999;emote-only=1;emotes=emotesv2_33e4fbb7612b4f2ca821f1c7ef9c8b7b:0-19,43-62,86-105,129-148,172-191,215-234,258-277/emotesv2_b2dfff4fb98d4f8f8dd2b9c02f4f008f:21-41,64-84,107-127,150-170,193-213,236-256,279-299;first-msg=0;flags=;id=3495667c-fa4d-4dcb-afd3-3b6b32111a58;mod=0;returning-chatter=0;room-id=118747899;subscriber=1;tmi-sent-ts=1784431088658;turbo=0;user-id=1166638529;user-type= :starpunk999!starpunk999@starpunk999.tmi.twitch.tv PRIVMSG #kourra :sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance","message_id":"3495667c-fa4d-4dcb-afd3-3b6b32111a58","user_id":"1166638529","username":"starpunk999","text":"sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance sonnefBarkBootyDance sonnefSonneBootyDance","badges":{"subscriber":"3","clips-leader":"2"},"emotes":{"emotesv2_33e4fbb7612b4f2ca821f1c7ef9c8b7b":["0-19","43-62","86-105","129-148","172-191","215-234","258-277"],"emotesv2_b2dfff4fb98d4f8f8dd2b9c02f4f008f":["21-41","64-84","107-127","150-170","193-213","236-256","279-299"]},"tmi_sent_ts":1784431088658,"stream_offset_ms":15632658}
diff --git a/data/lucellia__20260719T031814624677.jsonl b/data/lucellia__20260719T031814624677.jsonl
new file mode 100644
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+++ b/data/lucellia__20260719T031814624677.jsonl
@@ -0,0 +1,5 @@
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/41;badges=moderator/1,subscriber/3036,artist-badge/1;color=#E2C4FB;display-name=jwunderl;emotes=emotesv2_44e0830762f640caa09de4240a23827b:8-13/emotesv2_61633918a637467cb5ed57dd230de42c:21-30;first-msg=0;flags=;id=8fc760a6-8d26-4c0a-8f63-d87d3b6912cd;mod=1;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431084641;turbo=0;user-id=29616785;user-type=mod :jwunderl!jwunderl@jwunderl.tmi.twitch.tv PRIVMSG #lucellia :@steveh luceHi Heyge luceHearts","message_id":"8fc760a6-8d26-4c0a-8f63-d87d3b6912cd","user_id":"29616785","username":"jwunderl","text":"@steveh luceHi Heyge luceHearts","badges":{"moderator":"1","subscriber":"3036","artist-badge":"1"},"emotes":{"emotesv2_44e0830762f640caa09de4240a23827b":["8-13"],"emotesv2_61633918a637467cb5ed57dd230de42c":["21-30"]},"tmi_sent_ts":1784431084641,"stream_offset_ms":11893641}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/8;badges=subscriber/6,hype-train/2;bits=500;color=#FF69B4;display-name=Moo_Wolfx;emotes=;first-msg=0;flags=;id=2084d5ec-d352-4244-a19a-fcbf05df021a;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431086243;turbo=0;user-id=767545484;user-type= :moo_wolfx!moo_wolfx@moo_wolfx.tmi.twitch.tv PRIVMSG #lucellia :luceCheer500","message_id":"2084d5ec-d352-4244-a19a-fcbf05df021a","user_id":"767545484","username":"moo_wolfx","text":"luceCheer500","badges":{"subscriber":"6","hype-train":"2"},"emotes":{},"tmi_sent_ts":1784431086243,"stream_offset_ms":11895243}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/46;badges=subscriber/36,blossom-badge/4;client-nonce=f6eef34e443b4deeb05c662cb0b2c3d3;color=#F8E2FF;display-name=livipup;emotes=;first-msg=0;flags=;id=2cf668d7-2b36-4f4d-bf24-98b435edf4f9;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431090296;turbo=0;user-id=252660933;user-type= :livipup!livipup@livipup.tmi.twitch.tv PRIVMSG #lucellia :Heyge Steveh","message_id":"2cf668d7-2b36-4f4d-bf24-98b435edf4f9","user_id":"252660933","username":"livipup","text":"Heyge Steveh","badges":{"subscriber":"36","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431090296,"stream_offset_ms":11899296}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/18;badges=subscriber/18,superultracombo-2023/1;client-nonce=6474eae2911f4ff68c10d4bdecd13934;color=#1E90FF;display-name=Steveh;emotes=;first-msg=0;flags=;id=d22ad693-1ac1-43d6-80a4-04665acfb1eb;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431092302;turbo=0;user-id=42369430;user-type= :steveh!steveh@steveh.tmi.twitch.tv PRIVMSG #lucellia :Heyge jwunder","message_id":"d22ad693-1ac1-43d6-80a4-04665acfb1eb","user_id":"42369430","username":"steveh","text":"Heyge jwunder","badges":{"subscriber":"18","superultracombo-2023":"1"},"emotes":{},"tmi_sent_ts":1784431092302,"stream_offset_ms":11901302}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/8;badges=subscriber/6,hype-train/2;client-nonce=e14f0213-1a40-4f00-92cf-afe53b8f8162;color=#FF69B4;display-name=Moo_Wolfx;emotes=;first-msg=0;flags=;id=df436419-520a-4828-8484-211ceff32b26;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431092380;turbo=0;user-id=767545484;user-type= :moo_wolfx!moo_wolfx@moo_wolfx.tmi.twitch.tv PRIVMSG #lucellia :Hello","message_id":"df436419-520a-4828-8484-211ceff32b26","user_id":"767545484","username":"moo_wolfx","text":"Hello","badges":{"subscriber":"6","hype-train":"2"},"emotes":{},"tmi_sent_ts":1784431092380,"stream_offset_ms":11901380}
diff --git a/data/mcqueennlive__20260719T031814630033.jsonl b/data/mcqueennlive__20260719T031814630033.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e2b78776c5aaaffd1cad463330dfaddcf8e57bd8
--- /dev/null
+++ b/data/mcqueennlive__20260719T031814630033.jsonl
@@ -0,0 +1,5 @@
+{"channel":"mcqueennlive","raw_message":"@badge-info=;badges=;client-nonce=265D38D6-76F1-4853-9D46-C2E0F3601689;color=;display-name=nuttyboii69;emotes=;first-msg=0;flags=;id=dd77b6eb-3c90-4d2f-93ab-d8e13a4ef4e7;mod=0;returning-chatter=0;room-id=175742254;subscriber=0;tmi-sent-ts=1784431087741;turbo=0;user-id=1521444532;user-type= :nuttyboii69!nuttyboii69@nuttyboii69.tmi.twitch.tv PRIVMSG #mcqueennlive :Ughhh","message_id":"dd77b6eb-3c90-4d2f-93ab-d8e13a4ef4e7","user_id":"1521444532","username":"nuttyboii69","text":"Ughhh","badges":{},"emotes":{},"tmi_sent_ts":1784431087741,"stream_offset_ms":25683741}
+{"channel":"mcqueennlive","raw_message":"@badge-info=;badges=;client-nonce=52C5E43B-BEB7-4B95-8213-509DEB7E4C5F;color=;display-name=2litty__;emotes=;first-msg=0;flags=;id=4983af50-1753-4818-8c1b-dbdd56d04ca1;mod=0;returning-chatter=0;room-id=175742254;subscriber=0;tmi-sent-ts=1784431088836;turbo=0;user-id=152471710;user-type= :2litty__!2litty__@2litty__.tmi.twitch.tv PRIVMSG #mcqueennlive :dayum","message_id":"4983af50-1753-4818-8c1b-dbdd56d04ca1","user_id":"152471710","username":"2litty__","text":"dayum","badges":{},"emotes":{},"tmi_sent_ts":1784431088836,"stream_offset_ms":25684836}
+{"channel":"mcqueennlive","raw_message":"@badge-info=subscriber/10;badges=moderator/1,subscriber/3,went-outside/1;client-nonce=1e685387-0c53-483c-a3f0-24712ebcd885;color=#DAA520;display-name=KingFresh82;emotes=;first-msg=0;flags=;id=76fb6f15-757e-46d2-b86c-89de40b3daf5;mod=1;returning-chatter=0;room-id=175742254;subscriber=1;tmi-sent-ts=1784431089202;turbo=0;user-id=589382786;user-type=mod :kingfresh82!kingfresh82@kingfresh82.tmi.twitch.tv PRIVMSG #mcqueennlive :oh shii ur trouble lol 🤣","message_id":"76fb6f15-757e-46d2-b86c-89de40b3daf5","user_id":"589382786","username":"kingfresh82","text":"oh shii ur trouble lol 🤣","badges":{"moderator":"1","subscriber":"3","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431089202,"stream_offset_ms":25685202}
+{"channel":"mcqueennlive","raw_message":"@badge-info=;badges=;client-nonce=71C71B19-4728-4EB0-881C-819CDCE496EB;color=;display-name=yrnjlew;emotes=;first-msg=0;flags=;id=604f7567-f5ea-4a3f-9487-f78dc42ad135;mod=0;returning-chatter=0;room-id=175742254;subscriber=0;tmi-sent-ts=1784431091427;turbo=0;user-id=784001766;user-type= :yrnjlew!yrnjlew@yrnjlew.tmi.twitch.tv PRIVMSG #mcqueennlive :aye she sang that","message_id":"604f7567-f5ea-4a3f-9487-f78dc42ad135","user_id":"784001766","username":"yrnjlew","text":"aye she sang that","badges":{},"emotes":{},"tmi_sent_ts":1784431091427,"stream_offset_ms":25687427}
+{"channel":"mcqueennlive","raw_message":"@badge-info=subscriber/6;badges=subscriber/3;client-nonce=A50F8FD8-D1EA-49BB-AF9A-90E6D586518F;color=#00FF7F;display-name=maybeitsyou704;emotes=;first-msg=0;flags=;id=a43a38de-c744-4fde-821b-7f8dcfc57d9d;mod=0;returning-chatter=0;room-id=175742254;subscriber=1;tmi-sent-ts=1784431093915;turbo=0;user-id=174191336;user-type= :maybeitsyou704!maybeitsyou704@maybeitsyou704.tmi.twitch.tv PRIVMSG #mcqueennlive :😂😂😂😂","message_id":"a43a38de-c744-4fde-821b-7f8dcfc57d9d","user_id":"174191336","username":"maybeitsyou704","text":"😂😂😂😂","badges":{"subscriber":"3"},"emotes":{},"tmi_sent_ts":1784431093915,"stream_offset_ms":25689915}
diff --git a/data/meat__20260719T031814629309.jsonl b/data/meat__20260719T031814629309.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c56bb5b8c63c8ed6a51af1932ee365b894c56625
--- /dev/null
+++ b/data/meat__20260719T031814629309.jsonl
@@ -0,0 +1,3 @@
+{"channel":"meat","raw_message":"@badge-info=;badges=blossom-badge/4;client-nonce=953f0a56991f4356a79574cdeca32d9e;color=#571700;display-name=Sgc45;emotes=;first-msg=0;flags=;id=9ed52880-94d4-4590-a4ae-90dcde767710;mod=0;returning-chatter=0;room-id=597184343;subscriber=0;tmi-sent-ts=1784431086904;turbo=0;user-id=50625102;user-type= :sgc45!sgc45@sgc45.tmi.twitch.tv PRIVMSG #meat :do americans have Rye whisky or is that a canadian thing?","message_id":"9ed52880-94d4-4590-a4ae-90dcde767710","user_id":"50625102","username":"sgc45","text":"do americans have Rye whisky or is that a canadian thing?","badges":{"blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431086904,"stream_offset_ms":4053904}
+{"channel":"meat","raw_message":"@badge-info=;badges=final-fantasy-xiv-fan-festival-2026-na---fat-cat-chat/1;client-nonce=C8ABE4F6-33E2-4966-A5AB-24600B01456E;color=#5DA193;display-name=JesseOcelot;emotes=;first-msg=0;flags=;id=5243f69f-4c4d-4b0b-a896-761b777868bf;mod=0;returning-chatter=0;room-id=597184343;subscriber=0;tmi-sent-ts=1784431093404;turbo=0;user-id=207454508;user-type= :jesseocelot!jesseocelot@jesseocelot.tmi.twitch.tv PRIVMSG #meat :And I was the uke.  The uke in the rye..","message_id":"5243f69f-4c4d-4b0b-a896-761b777868bf","user_id":"207454508","username":"jesseocelot","text":"And I was the uke.  The uke in the rye..","badges":{"final-fantasy-xiv-fan-festival-2026-na---fat-cat-chat":"1"},"emotes":{},"tmi_sent_ts":1784431093404,"stream_offset_ms":4060404}
+{"channel":"meat","raw_message":"@badge-info=subscriber/31;badges=subscriber/24,umbrella-corporation/1;client-nonce=fdb48780066c4475a284b10600b96d1a;color=#DAA520;display-name=yokamiyo;emotes=;first-msg=0;flags=;id=642ca956-802d-4586-b8c9-ad475bfc9a6d;mod=0;returning-chatter=0;room-id=597184343;subscriber=1;tmi-sent-ts=1784431093694;turbo=0;user-id=122393199;user-type= :yokamiyo!yokamiyo@yokamiyo.tmi.twitch.tv PRIVMSG #meat :thats the dream wumbo","message_id":"642ca956-802d-4586-b8c9-ad475bfc9a6d","user_id":"122393199","username":"yokamiyo","text":"thats the dream wumbo","badges":{"subscriber":"24","umbrella-corporation":"1"},"emotes":{},"tmi_sent_ts":1784431093694,"stream_offset_ms":4060694}
diff --git a/data/mrsroni__20260719T031814631794.jsonl b/data/mrsroni__20260719T031814631794.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a54ed39fe81561f4cf7eefb40388b2a22a08d78d
--- /dev/null
+++ b/data/mrsroni__20260719T031814631794.jsonl
@@ -0,0 +1 @@
+{"channel":"mrsroni","raw_message":"@badge-info=subscriber/5;badges=vip/1,subscriber/3,sub-gifter/1000;client-nonce=55e6e60376e241e0a71b9b2908cb0233;color=#000000;display-name=real_hxze;emotes=;first-msg=0;flags=;id=87032122-588e-4f28-9890-0c03b6b110c5;mod=0;returning-chatter=0;room-id=501133499;subscriber=1;tmi-sent-ts=1784431089906;turbo=0;user-id=661479290;user-type=;vip=1 :real_hxze!real_hxze@real_hxze.tmi.twitch.tv PRIVMSG #mrsroni :HAHAHAHHAHA","message_id":"87032122-588e-4f28-9890-0c03b6b110c5","user_id":"661479290","username":"real_hxze","text":"HAHAHAHHAHA","badges":{"vip":"1","subscriber":"3","sub-gifter":"1000"},"emotes":{},"tmi_sent_ts":1784431089906,"stream_offset_ms":31902906}
diff --git a/data/nicob__20260719T031814627794.jsonl b/data/nicob__20260719T031814627794.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0137d315a0235f9af921368a7eac90dd77b98198
--- /dev/null
+++ b/data/nicob__20260719T031814627794.jsonl
@@ -0,0 +1,7 @@
+{"channel":"nicob","raw_message":"@badge-info=;badges=jubilee/1;client-nonce=DA4601A4-3761-4D4E-94FD-FD7D21E3D9C0;color=;display-name=mrsaiyanbats2017;emotes=;first-msg=0;flags=76-79:P.3;id=69df2705-354c-46b7-a570-6a9c98cbc9bd;mod=0;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431085781;turbo=0;user-id=124295311;user-type= :mrsaiyanbats2017!mrsaiyanbats2017@mrsaiyanbats2017.tmi.twitch.tv PRIVMSG #nicob :@mfsnakez when that season comes, Nico’s opinion will change really FAST. LMAO","message_id":"69df2705-354c-46b7-a570-6a9c98cbc9bd","user_id":"124295311","username":"mrsaiyanbats2017","text":"@mfsnakez when that season comes, Nico’s opinion will change really FAST. LMAO","badges":{"jubilee":"1"},"emotes":{},"tmi_sent_ts":1784431085781,"stream_offset_ms":13174781}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/15;badges=subscriber/12;client-nonce=1FEE72C0-A9C4-4E45-A171-393032E8BB73;color=#00FF7F;display-name=ked676;emotes=;first-msg=0;flags=;id=49cda482-9e10-4ecc-9b81-fe7eae1ff5c1;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431087641;turbo=0;user-id=216158847;user-type= :ked676!ked676@ked676.tmi.twitch.tv PRIVMSG #nicob :Move on before someone spoils","message_id":"49cda482-9e10-4ecc-9b81-fe7eae1ff5c1","user_id":"216158847","username":"ked676","text":"Move on before someone spoils","badges":{"subscriber":"12"},"emotes":{},"tmi_sent_ts":1784431087641,"stream_offset_ms":13176641}
+{"channel":"nicob","raw_message":"@badge-info=;badges=cdawg-cyclethon-5-badge/1;client-nonce=6D10551A-C62B-44E1-AE5B-50E1BAE5BBDF;color=#8A2BE2;display-name=Broke201;emotes=;first-msg=0;flags=;id=db067d0c-658a-4f85-9f63-45e1d938d1ff;mod=0;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431088395;turbo=0;user-id=70214030;user-type= :broke201!broke201@broke201.tmi.twitch.tv PRIVMSG #nicob :Play Trails and find out","message_id":"db067d0c-658a-4f85-9f63-45e1d938d1ff","user_id":"70214030","username":"broke201","text":"Play Trails and find out","badges":{"cdawg-cyclethon-5-badge":"1"},"emotes":{},"tmi_sent_ts":1784431088395,"stream_offset_ms":13177395}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/28;badges=subscriber/24,premium/1;client-nonce=C79C378B-587E-436C-A4DD-B012D8AA61A3;color=;display-name=pikaman2008;emotes=;first-msg=0;flags=;id=220f34de-f597-42ad-84bf-4052d1196e31;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431088408;turbo=0;user-id=731899010;user-type= :pikaman2008!pikaman2008@pikaman2008.tmi.twitch.tv PRIVMSG #nicob :When you see it, you’ll understand","message_id":"220f34de-f597-42ad-84bf-4052d1196e31","user_id":"731899010","username":"pikaman2008","text":"When you see it, you’ll understand","badges":{"subscriber":"24","premium":"1"},"emotes":{},"tmi_sent_ts":1784431088408,"stream_offset_ms":13177408}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/78;badges=moderator/1,subscriber/78,star-force-mega-man/1;client-nonce=06104be9b5ea4f9582ec4c04651f45ba;color=#1E90FF;display-name=Sora_Souda;emotes=;first-msg=0;flags=;id=0f334460-62cd-4621-9b74-1ca13b743914;mod=1;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431089874;turbo=0;user-id=186000109;user-type=mod :sora_souda!sora_souda@sora_souda.tmi.twitch.tv PRIVMSG #nicob :No its worse","message_id":"0f334460-62cd-4621-9b74-1ca13b743914","user_id":"186000109","username":"sora_souda","text":"No its worse","badges":{"moderator":"1","subscriber":"78","star-force-mega-man":"1"},"emotes":{},"tmi_sent_ts":1784431089874,"stream_offset_ms":13178874}
+{"channel":"nicob","raw_message":"@badge-info=;badges=bits/1000;client-nonce=a8e6518fc2454cf4af3c5e3850a8b764;color=#0000FF;display-name=atomicmage04;emotes=;first-msg=0;flags=;id=28c65767-e7ad-4248-a73c-14937a0eb47d;mod=0;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431091988;turbo=0;user-id=818905385;user-type= :atomicmage04!atomicmage04@atomicmage04.tmi.twitch.tv PRIVMSG #nicob :guess you'll have to find out soon","message_id":"28c65767-e7ad-4248-a73c-14937a0eb47d","user_id":"818905385","username":"atomicmage04","text":"guess you'll have to find out soon","badges":{"bits":"1000"},"emotes":{},"tmi_sent_ts":1784431091988,"stream_offset_ms":13180988}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/48;badges=subscriber/48,star-force-mega-man/1;client-nonce=4a61806b85aa414da64155569e1796f3;color=#8A2BE2;display-name=0megaj0ker;emotes=emotesv2_4036a1c045d64a14945034fa6f46ab89:32-41;first-msg=0;flags=;id=b3b6f4c4-92b3-4a63-bce9-874c4e648c29;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431092535;turbo=0;user-id=42728644;user-type= :0megaj0ker!0megaj0ker@0megaj0ker.tmi.twitch.tv PRIVMSG #nicob :gotta wait till it happens dood pickyBlank","message_id":"b3b6f4c4-92b3-4a63-bce9-874c4e648c29","user_id":"42728644","username":"0megaj0ker","text":"gotta wait till it happens dood pickyBlank","badges":{"subscriber":"48","star-force-mega-man":"1"},"emotes":{"emotesv2_4036a1c045d64a14945034fa6f46ab89":["32-41"]},"tmi_sent_ts":1784431092535,"stream_offset_ms":13181535}
diff --git a/data/notbilzo__20260719T031814627052.jsonl b/data/notbilzo__20260719T031814627052.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..43c969949c3a9fbdd3e964b7f7da8129f089f95b
--- /dev/null
+++ b/data/notbilzo__20260719T031814627052.jsonl
@@ -0,0 +1,10 @@
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=189222A5-2A51-4229-ABEF-B70DA78B9A46;color=;display-name=adenzt12;emotes=;first-msg=0;flags=;id=e2291a09-d69d-4100-aef6-ccfa3dbbc1a7;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431085205;turbo=0;user-id=1400486641;user-type= :adenzt12!adenzt12@adenzt12.tmi.twitch.tv PRIVMSG #notbilzo :bilzo get fanum to take you","message_id":"e2291a09-d69d-4100-aef6-ccfa3dbbc1a7","user_id":"1400486641","username":"adenzt12","text":"bilzo get fanum to take you","badges":{},"emotes":{},"tmi_sent_ts":1784431085205,"stream_offset_ms":6758205}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=F72F577C-7D63-45A2-AF16-9B9DD39F7EFB;color=;display-name=glitter137;emotes=;first-msg=0;flags=;id=ead5b2dc-bf30-48ad-aa17-91fc63483fa9;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431085789;turbo=0;user-id=1520462121;user-type= :glitter137!glitter137@glitter137.tmi.twitch.tv PRIVMSG #notbilzo :GET IN THE CAR IN SAVE KAI","message_id":"ead5b2dc-bf30-48ad-aa17-91fc63483fa9","user_id":"1520462121","username":"glitter137","text":"GET IN THE CAR IN SAVE KAI","badges":{},"emotes":{},"tmi_sent_ts":1784431085789,"stream_offset_ms":6758789}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=77FE31EC-2C5A-4909-9C2F-4C55DD59D7F6;color=;display-name=1uc14n00;emotes=;first-msg=0;flags=;id=d17ae43c-dae3-4dbc-9620-72630b3431e7;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431086088;turbo=0;user-id=1520849310;user-type= :1uc14n00!1uc14n00@1uc14n00.tmi.twitch.tv PRIVMSG #notbilzo :hes a young black man stranded rn like 30 min away from campus alone with handcuffs on","message_id":"d17ae43c-dae3-4dbc-9620-72630b3431e7","user_id":"1520849310","username":"1uc14n00","text":"hes a young black man stranded rn like 30 min away from campus alone with handcuffs on","badges":{},"emotes":{},"tmi_sent_ts":1784431086088,"stream_offset_ms":6759088}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=01DB4B7E-2A4C-4837-B694-CD64527E6E7F;color=;display-name=monkeyboy192183;emotes=;first-msg=1;flags=;id=13c1b7b1-bf18-4050-8abf-3eb98ba29035;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431086356;turbo=0;user-id=1467385326;user-type= :monkeyboy192183!monkeyboy192183@monkeyboy192183.tmi.twitch.tv PRIVMSG #notbilzo :blizo go slide","message_id":"13c1b7b1-bf18-4050-8abf-3eb98ba29035","user_id":"1467385326","username":"monkeyboy192183","text":"blizo go slide","badges":{},"emotes":{},"tmi_sent_ts":1784431086356,"stream_offset_ms":6759356}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=c19987872d6f4666b8ac3d93801bd350;color=;display-name=alitahim;emotes=;first-msg=0;flags=;id=4f75f0c0-ff65-469a-9f2f-9fdfe2ceaf44;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431086612;turbo=0;user-id=1145917291;user-type= :alitahim!alitahim@alitahim.tmi.twitch.tv PRIVMSG #notbilzo :Hb","message_id":"4f75f0c0-ff65-469a-9f2f-9fdfe2ceaf44","user_id":"1145917291","username":"alitahim","text":"Hb","badges":{},"emotes":{},"tmi_sent_ts":1784431086612,"stream_offset_ms":6759612}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=6C1D2DE1-4346-4BA2-BB03-84967261FD35;color=#FF0000;display-name=Erick2dumb;emotes=;first-msg=0;flags=;id=1c8b7390-b619-42f6-b513-059cea015fe6;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431087088;turbo=0;user-id=693497972;user-type= :erick2dumb!erick2dumb@erick2dumb.tmi.twitch.tv PRIVMSG #notbilzo :‼️‼️‼️‼️‼️‼️‼️block they buss from leaving","message_id":"1c8b7390-b619-42f6-b513-059cea015fe6","user_id":"693497972","username":"erick2dumb","text":"‼️‼️‼️‼️‼️‼️‼️block they buss from leaving","badges":{},"emotes":{},"tmi_sent_ts":1784431087088,"stream_offset_ms":6760088}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=35CA198C-2FD2-41D0-BEBF-9090C762563F;color=;display-name=fafa_fries;emotes=;first-msg=0;flags=;id=66ffe32f-dda4-4d8b-a6ae-e6a870e9d0c4;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431089247;turbo=0;user-id=1520547686;user-type= :fafa_fries!fafa_fries@fafa_fries.tmi.twitch.tv PRIVMSG #notbilzo :hurry up","message_id":"66ffe32f-dda4-4d8b-a6ae-e6a870e9d0c4","user_id":"1520547686","username":"fafa_fries","text":"hurry up","badges":{},"emotes":{},"tmi_sent_ts":1784431089247,"stream_offset_ms":6762247}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=b7c2f489-93db-4df0-9b54-28706d041780;color=;display-name=averywillywonka;emotes=;first-msg=0;flags=;id=b90320f1-7874-421f-8a43-42ca1db63e2a;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431090196;turbo=0;user-id=1320204573;user-type= :averywillywonka!averywillywonka@averywillywonka.tmi.twitch.tv PRIVMSG #notbilzo :THEY LEFT KAI ON THE ROAD","message_id":"b90320f1-7874-421f-8a43-42ca1db63e2a","user_id":"1320204573","username":"averywillywonka","text":"THEY LEFT KAI ON THE ROAD","badges":{},"emotes":{},"tmi_sent_ts":1784431090196,"stream_offset_ms":6763196}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=turbo/1;client-nonce=F3020416-6061-405F-95A0-AADB4776F950;color=#FF0000;display-name=sharonsteele1981;emotes=;first-msg=0;flags=;id=5dfdc70d-88fc-41a6-8d02-06608af26178;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431091624;turbo=1;user-id=760867859;user-type= :sharonsteele1981!sharonsteele1981@sharonsteele1981.tmi.twitch.tv PRIVMSG #notbilzo :go find him","message_id":"5dfdc70d-88fc-41a6-8d02-06608af26178","user_id":"760867859","username":"sharonsteele1981","text":"go find him","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431091624,"stream_offset_ms":6764624}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=3B868661-9753-4694-B26A-BE5862D622A9;color=;display-name=glitter137;emotes=;first-msg=0;flags=;id=75bd4511-90a1-4def-8728-4ca3dc1c0d08;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431094467;turbo=0;user-id=1520462121;user-type= :glitter137!glitter137@glitter137.tmi.twitch.tv PRIVMSG #notbilzo :CALLL KAI","message_id":"75bd4511-90a1-4def-8728-4ca3dc1c0d08","user_id":"1520462121","username":"glitter137","text":"CALLL KAI","badges":{},"emotes":{},"tmi_sent_ts":1784431094467,"stream_offset_ms":6767467}
diff --git a/data/odinzadayt__20260719T031814628868.jsonl b/data/odinzadayt__20260719T031814628868.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0f974085748525aec16797e4ecb050d7959bb905
--- /dev/null
+++ b/data/odinzadayt__20260719T031814628868.jsonl
@@ -0,0 +1,4 @@
+{"channel":"odinzadayt","raw_message":"@badge-info=subscriber/11;badges=subscriber/9,detroit-android-triangle/1;client-nonce=fc6e776a-c71f-495e-aec0-968224178e8f;color=#1E90FF;display-name=Marcelucas21;emote-only=1;emotes=emotesv2_5ea87f9dfd174a98a544c178a86c4100:0-10;first-msg=0;flags=;id=9bb40c15-47ad-4db9-8bce-8785f91b5dd9;mod=0;returning-chatter=0;room-id=1354148184;subscriber=1;tmi-sent-ts=1784431086065;turbo=0;user-id=821773284;user-type= :marcelucas21!marcelucas21@marcelucas21.tmi.twitch.tv PRIVMSG #odinzadayt :odinza3Yang","message_id":"9bb40c15-47ad-4db9-8bce-8785f91b5dd9","user_id":"821773284","username":"marcelucas21","text":"odinza3Yang","badges":{"subscriber":"9","detroit-android-triangle":"1"},"emotes":{"emotesv2_5ea87f9dfd174a98a544c178a86c4100":["0-10"]},"tmi_sent_ts":1784431086065,"stream_offset_ms":42207065}
+{"channel":"odinzadayt","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,blossom-badge/4;client-nonce=3fdecb586d984b5a80b73163c927c6d1;color=#00FF7F;display-name=MTYgor;emotes=;first-msg=0;flags=;id=fa13aa2f-b7b7-44c7-bcd0-b8c8410eca46;mod=0;returning-chatter=0;room-id=1354148184;subscriber=1;tmi-sent-ts=1784431090321;turbo=0;user-id=55010508;user-type= :mtygor!mtygor@mtygor.tmi.twitch.tv PRIVMSG #odinzadayt :dawei apareceu na live de aniversario do zzz","message_id":"fa13aa2f-b7b7-44c7-bcd0-b8c8410eca46","user_id":"55010508","username":"mtygor","text":"dawei apareceu na live de aniversario do zzz","badges":{"subscriber":"6","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431090321,"stream_offset_ms":42211321}
+{"channel":"odinzadayt","raw_message":"@badge-info=subscriber/9;badges=subscriber/9,twitch-recap-2025/1;client-nonce=c9c6dadda0dc43ba8ae84a375479feaf;color=#919191;display-name=GLucca97;emotes=;first-msg=0;flags=;id=aa0c5f2b-abce-4541-8f1a-a03fec015786;mod=0;reply-parent-display-name=TpsDiamond\\s;reply-parent-msg-body=@GLucca97\\sMAs\\sai\\sa\\sequipe\\snao\\sprecisaria\\sda\\spermisao\\sdo\\sDawei\\spra\\sessas\\smigralhas?;reply-parent-msg-id=847f96d2-78db-448f-a73c-fc0822ff6854;reply-parent-user-id=81841787;reply-parent-user-login=tpsdiamond;reply-thread-parent-display-name=GLucca97;reply-thread-parent-msg-id=7efb48bc-2d2e-4c38-8215-6072eabe063f;reply-thread-parent-user-id=768676069;reply-thread-parent-user-login=glucca97;returning-chatter=0;room-id=1354148184;subscriber=1;tmi-sent-ts=1784431092119;turbo=0;user-id=768676069;user-type= :glucca97!glucca97@glucca97.tmi.twitch.tv PRIVMSG #odinzadayt :@TpsDiamond  não, a propria equipe tem autonomia","message_id":"aa0c5f2b-abce-4541-8f1a-a03fec015786","user_id":"768676069","username":"glucca97","text":"@TpsDiamond  não, a propria equipe tem autonomia","badges":{"subscriber":"9","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431092119,"stream_offset_ms":42213119}
+{"channel":"odinzadayt","raw_message":"@badge-info=subscriber/10;badges=subscriber/9;client-nonce=93925396-070a-41db-a179-e86c6714205a;color=#8A2BE2;display-name=teeusz_;emotes=;first-msg=0;flags=;id=c540e88c-9e68-4202-a266-8c146391c629;mod=0;returning-chatter=0;room-id=1354148184;subscriber=1;tmi-sent-ts=1784431093059;turbo=0;user-id=158129431;user-type= :teeusz_!teeusz_@teeusz_.tmi.twitch.tv PRIVMSG #odinzadayt :Pouco importa se tem gente reclamando, se no trimestre conseguirem meta n vai melhorar, na vdd eles vão achar mais jeito de tirar dinheiro dos players","message_id":"c540e88c-9e68-4202-a266-8c146391c629","user_id":"158129431","username":"teeusz_","text":"Pouco importa se tem gente reclamando, se no trimestre conseguirem meta n vai melhorar, na vdd eles vão achar mais jeito de tirar dinheiro dos players","badges":{"subscriber":"9"},"emotes":{},"tmi_sent_ts":1784431093059,"stream_offset_ms":42214059}
diff --git a/data/ohkatiemarie__20260719T031814629753.jsonl b/data/ohkatiemarie__20260719T031814629753.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bcc5d826e00fe45d4990bf3c00645c5b3c5213a8
--- /dev/null
+++ b/data/ohkatiemarie__20260719T031814629753.jsonl
@@ -0,0 +1,3 @@
+{"channel":"ohkatiemarie","raw_message":"@badge-info=subscriber/28;badges=subscriber/12,elden-ring-recluse/1;client-nonce=549438aff818435b8c5d3b69a2b176e6;color=#088200;display-name=ninjaman_010;emotes=;first-msg=0;flags=;id=67fc9236-1358-44de-9679-e31c98fa9b55;mod=0;reply-parent-display-name=DaK3ymastah;reply-parent-msg-body=@ninjaman_010\\sActually?;reply-parent-msg-id=b48ef800-9066-4aad-a443-940b33124b93;reply-parent-user-id=1324849637;reply-parent-user-login=dak3ymastah;reply-thread-parent-display-name=ninjaman_010;reply-thread-parent-msg-id=17ef7b3a-e11c-420d-be8b-875d624cafab;reply-thread-parent-user-id=1034292439;reply-thread-parent-user-login=ninjaman_010;returning-chatter=0;room-id=443042349;subscriber=1;tmi-sent-ts=1784431087167;turbo=0;user-id=1034292439;user-type= :ninjaman_010!ninjaman_010@ninjaman_010.tmi.twitch.tv PRIVMSG #ohkatiemarie :@DaK3ymastah yep, buncha kids too","message_id":"67fc9236-1358-44de-9679-e31c98fa9b55","user_id":"1034292439","username":"ninjaman_010","text":"@DaK3ymastah yep, buncha kids too","badges":{"subscriber":"12","elden-ring-recluse":"1"},"emotes":{},"tmi_sent_ts":1784431087167,"stream_offset_ms":20883167}
+{"channel":"ohkatiemarie","raw_message":"@badge-info=subscriber/26;badges=vip/1,subscriber/3012,subtember-2025/1;client-nonce=a3994f4926d14b068a5e0f724b9fba8c;color=#008000;display-name=Italic818;emotes=;first-msg=0;flags=;id=3e70debe-a655-47d8-9a24-17f9a8a6b593;mod=0;returning-chatter=0;room-id=443042349;subscriber=1;tmi-sent-ts=1784431087612;turbo=0;user-id=111621347;user-type=;vip=1 :italic818!italic818@italic818.tmi.twitch.tv PRIVMSG #ohkatiemarie :oh crazy","message_id":"3e70debe-a655-47d8-9a24-17f9a8a6b593","user_id":"111621347","username":"italic818","text":"oh crazy","badges":{"vip":"1","subscriber":"3012","subtember-2025":"1"},"emotes":{},"tmi_sent_ts":1784431087612,"stream_offset_ms":20883612}
+{"channel":"ohkatiemarie","raw_message":"@badge-info=subscriber/4;badges=subscriber/3;client-nonce=5b6aa9f98cfe47939ab9709419cb797a;color=#6347D1;display-name=Astravene;emotes=425618:22-24;first-msg=0;flags=;id=1b03109e-9d75-4699-bac7-b276893a8aea;mod=0;returning-chatter=0;room-id=443042349;subscriber=1;tmi-sent-ts=1784431091027;turbo=0;user-id=1097267012;user-type= :astravene!astravene@astravene.tmi.twitch.tv PRIVMSG #ohkatiemarie :fred calling you lola LUL","message_id":"1b03109e-9d75-4699-bac7-b276893a8aea","user_id":"1097267012","username":"astravene","text":"fred calling you lola LUL","badges":{"subscriber":"3"},"emotes":{"425618":["22-24"]},"tmi_sent_ts":1784431091027,"stream_offset_ms":20887027}
diff --git a/data/onepumpwillie__20260719T031814627727.jsonl b/data/onepumpwillie__20260719T031814627727.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9ea64aed6d1e4d057e72ccabc6322823ada8aa22
--- /dev/null
+++ b/data/onepumpwillie__20260719T031814627727.jsonl
@@ -0,0 +1,3 @@
+{"channel":"onepumpwillie","raw_message":"@badge-info=;badges=ewc-2026-diamond/1;client-nonce=075aebc9e75446c0aea6dbd1c442a874;color=#5F9EA0;display-name=broedrooster;emotes=;first-msg=0;flags=;id=16dffe71-2b53-4118-8baf-f738f98cd483;mod=0;returning-chatter=0;room-id=264084087;subscriber=0;tmi-sent-ts=1784431085734;turbo=0;user-id=15448868;user-type= :broedrooster!broedrooster@broedrooster.tmi.twitch.tv PRIVMSG #onepumpwillie :reconsile","message_id":"16dffe71-2b53-4118-8baf-f738f98cd483","user_id":"15448868","username":"broedrooster","text":"reconsile","badges":{"ewc-2026-diamond":"1"},"emotes":{},"tmi_sent_ts":1784431085734,"stream_offset_ms":20020734}
+{"channel":"onepumpwillie","raw_message":"@badge-info=;badges=dead-by-daylight-icon/1;client-nonce=9C177A69-FF44-47E5-8727-C8E51CEF3A09;color=#008000;display-name=shawnm8888;emotes=;first-msg=0;flags=;id=558f48b7-148c-4e6a-841e-5087ec094ff5;mod=0;returning-chatter=0;room-id=264084087;subscriber=0;tmi-sent-ts=1784431092913;turbo=0;user-id=1320863908;user-type= :shawnm8888!shawnm8888@shawnm8888.tmi.twitch.tv PRIVMSG #onepumpwillie :norse","message_id":"558f48b7-148c-4e6a-841e-5087ec094ff5","user_id":"1320863908","username":"shawnm8888","text":"norse","badges":{"dead-by-daylight-icon":"1"},"emotes":{},"tmi_sent_ts":1784431092913,"stream_offset_ms":20027913}
+{"channel":"onepumpwillie","raw_message":"@badge-info=subscriber/16;badges=vip/1,subscriber/12,dead-by-daylight-x-jason-universe/1;client-nonce=6A9E03C9-123F-4AB0-83D7-10355C16C177;color=#8A2BE2;display-name=xPandiCat;emotes=;first-msg=0;flags=;id=76db21bc-3803-40e8-a2b7-fcd58adf6837;mod=0;returning-chatter=0;room-id=264084087;subscriber=1;tmi-sent-ts=1784431093008;turbo=0;user-id=1111973685;user-type=;vip=1 :xpandicat!xpandicat@xpandicat.tmi.twitch.tv PRIVMSG #onepumpwillie :good protein at least","message_id":"76db21bc-3803-40e8-a2b7-fcd58adf6837","user_id":"1111973685","username":"xpandicat","text":"good protein at least","badges":{"vip":"1","subscriber":"12","dead-by-daylight-x-jason-universe":"1"},"emotes":{},"tmi_sent_ts":1784431093008,"stream_offset_ms":20028008}
diff --git a/data/perra__20260719T031814629170.jsonl b/data/perra__20260719T031814629170.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3af14cb50579dd34d8cd18e827f9532646a02da4
--- /dev/null
+++ b/data/perra__20260719T031814629170.jsonl
@@ -0,0 +1,2 @@
+{"channel":"perra","raw_message":"@badge-info=subscriber/38;badges=moderator/1,subscriber/36,detroit-blue-led/1;client-nonce=c7f3c1b469a2426d8b5a9a03bfabfe62;color=#FACDFF;display-name=FANGY888;emotes=;first-msg=0;flags=;id=1032aa03-ad95-4fbb-a316-ef8991e9db83;mod=1;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431086630;turbo=0;user-id=491169309;user-type=mod :fangy888!fangy888@fangy888.tmi.twitch.tv PRIVMSG #perra :jag har varit bannad i 2 veckor","message_id":"1032aa03-ad95-4fbb-a316-ef8991e9db83","user_id":"491169309","username":"fangy888","text":"jag har varit bannad i 2 veckor","badges":{"moderator":"1","subscriber":"36","detroit-blue-led":"1"},"emotes":{},"tmi_sent_ts":1784431086630,"stream_offset_ms":153584630}
+{"channel":"perra","raw_message":"@badge-info=subscriber/18;badges=subscriber/18,partner/1;client-nonce=E9344449-EE6A-4283-9240-2D94AC278956;color=#8A2BE2;display-name=ItzMeBexx;emotes=;first-msg=0;flags=;id=097bfbdb-d657-4a5c-bd6b-125946e7413e;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431094050;turbo=0;user-id=415691600;user-type= :itzmebexx!itzmebexx@itzmebexx.tmi.twitch.tv PRIVMSG #perra :gg","message_id":"097bfbdb-d657-4a5c-bd6b-125946e7413e","user_id":"415691600","username":"itzmebexx","text":"gg","badges":{"subscriber":"18","partner":"1"},"emotes":{},"tmi_sent_ts":1784431094050,"stream_offset_ms":153592050}
diff --git a/data/pobelter__20260719T031814630838.jsonl b/data/pobelter__20260719T031814630838.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c4f1ed16dd5628738c763d3a62ecfaea6305b5be
--- /dev/null
+++ b/data/pobelter__20260719T031814630838.jsonl
@@ -0,0 +1,9 @@
+{"channel":"pobelter","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,blossom-badge/4;color=#8A2BE2;display-name=sonatamata;emotes=;first-msg=0;flags=;id=35e87d5c-8bea-48d2-aa82-ed04a4446f78;mod=0;returning-chatter=0;room-id=25080754;subscriber=1;tmi-sent-ts=1784431087771;turbo=0;user-id=147063888;user-type= :sonatamata!sonatamata@sonatamata.tmi.twitch.tv PRIVMSG #pobelter :bye bye gn","message_id":"35e87d5c-8bea-48d2-aa82-ed04a4446f78","user_id":"147063888","username":"sonatamata","text":"bye bye gn","badges":{"subscriber":"6","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431087771,"stream_offset_ms":31112771}
+{"channel":"pobelter","raw_message":"@badge-info=subscriber/46;badges=moderator/1,subscriber/24,premium/1;client-nonce=b46eaa0498404c83b5c3c1f224bef719;color=#FF4500;display-name=Kalothkouhai;emotes=;first-msg=0;flags=;id=6f24633b-844a-49c2-9f04-e97c31b8ede2;mod=1;returning-chatter=0;room-id=25080754;subscriber=1;tmi-sent-ts=1784431088468;turbo=0;user-id=49486175;user-type=mod :kalothkouhai!kalothkouhai@kalothkouhai.tmi.twitch.tv PRIVMSG #pobelter :gg","message_id":"6f24633b-844a-49c2-9f04-e97c31b8ede2","user_id":"49486175","username":"kalothkouhai","text":"gg","badges":{"moderator":"1","subscriber":"24","premium":"1"},"emotes":{},"tmi_sent_ts":1784431088468,"stream_offset_ms":31113468}
+{"channel":"pobelter","raw_message":"@badge-info=subscriber/14;badges=subscriber/12;client-nonce=9bb0861986844fceb052a1a3d082c0bd;color=#FF0000;display-name=bslab;emotes=;first-msg=0;flags=;id=d89cd441-f105-4255-ad46-12ba6fdf9c8c;mod=0;returning-chatter=0;room-id=25080754;subscriber=1;tmi-sent-ts=1784431088932;turbo=0;user-id=576480641;user-type= :bslab!bslab@bslab.tmi.twitch.tv PRIVMSG #pobelter :bye","message_id":"d89cd441-f105-4255-ad46-12ba6fdf9c8c","user_id":"576480641","username":"bslab","text":"bye","badges":{"subscriber":"12"},"emotes":{},"tmi_sent_ts":1784431088932,"stream_offset_ms":31113932}
+{"channel":"pobelter","raw_message":"@badge-info=;badges=bits-charity/1;client-nonce=be263f741ed14af081fde9b2735c66d2;color=#301F56;display-name=whatizsupp;emotes=;first-msg=0;flags=;id=fc697a57-9e0d-499a-a119-fc83f69a943f;mod=0;returning-chatter=0;room-id=25080754;subscriber=0;tmi-sent-ts=1784431090407;turbo=0;user-id=82206074;user-type= :whatizsupp!whatizsupp@whatizsupp.tmi.twitch.tv PRIVMSG #pobelter :gg","message_id":"fc697a57-9e0d-499a-a119-fc83f69a943f","user_id":"82206074","username":"whatizsupp","text":"gg","badges":{"bits-charity":"1"},"emotes":{},"tmi_sent_ts":1784431090407,"stream_offset_ms":31115407}
+{"channel":"pobelter","raw_message":"@badge-info=subscriber/17;badges=subscriber/12,msi-2026/1;client-nonce=a3f3c05eec61462aa1c873952240b174;color=#1E90FF;display-name=RawrlmaBear;emotes=;first-msg=0;flags=;id=2f031cc0-73d2-4b5a-8267-d5f0245271a8;mod=0;returning-chatter=0;room-id=25080754;subscriber=1;tmi-sent-ts=1784431091492;turbo=0;user-id=444281483;user-type= :rawrlmabear!rawrlmabear@rawrlmabear.tmi.twitch.tv PRIVMSG #pobelter :time to go 1 shot another bear","message_id":"2f031cc0-73d2-4b5a-8267-d5f0245271a8","user_id":"444281483","username":"rawrlmabear","text":"time to go 1 shot another bear","badges":{"subscriber":"12","msi-2026":"1"},"emotes":{},"tmi_sent_ts":1784431091492,"stream_offset_ms":31116492}
+{"channel":"pobelter","raw_message":"@badge-info=subscriber/21;badges=subscriber/12,blossom-badge/4;client-nonce=2c7c72001fe6439aad472556a070f5df;color=#9400B4;display-name=TheForumSpecter;emotes=;first-msg=0;flags=;id=6214be21-ac7b-4a99-b403-ecd637357c7d;mod=0;returning-chatter=0;room-id=25080754;subscriber=1;tmi-sent-ts=1784431091570;turbo=0;user-id=148250931;user-type= :theforumspecter!theforumspecter@theforumspecter.tmi.twitch.tv PRIVMSG #pobelter :o7","message_id":"6214be21-ac7b-4a99-b403-ecd637357c7d","user_id":"148250931","username":"theforumspecter","text":"o7","badges":{"subscriber":"12","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431091570,"stream_offset_ms":31116570}
+{"channel":"pobelter","raw_message":"@badge-info=;badges=first-stand-2026-viewer/1;color=#FF7F50;display-name=ASDML_Pen;emotes=;first-msg=0;flags=;id=f7c383fb-4341-4506-bf5a-1620c9188cd9;mod=0;returning-chatter=0;room-id=25080754;subscriber=0;tmi-sent-ts=1784431091776;turbo=0;user-id=558665540;user-type= :asdml_pen!asdml_pen@asdml_pen.tmi.twitch.tv PRIVMSG #pobelter :gn","message_id":"f7c383fb-4341-4506-bf5a-1620c9188cd9","user_id":"558665540","username":"asdml_pen","text":"gn","badges":{"first-stand-2026-viewer":"1"},"emotes":{},"tmi_sent_ts":1784431091776,"stream_offset_ms":31116776}
+{"channel":"pobelter","raw_message":"@badge-info=;badges=;client-nonce=1720248b5a0f4ced87ebf0834f7c43cf;color=#997CD7;display-name=livmaresh;emotes=;first-msg=0;flags=;id=2c8e706f-b0b5-47a1-9a4f-bd5657c60904;mod=0;returning-chatter=0;room-id=25080754;subscriber=0;tmi-sent-ts=1784431092615;turbo=0;user-id=1335845052;user-type= :livmaresh!livmaresh@livmaresh.tmi.twitch.tv PRIVMSG #pobelter :bye bye","message_id":"2c8e706f-b0b5-47a1-9a4f-bd5657c60904","user_id":"1335845052","username":"livmaresh","text":"bye bye","badges":{},"emotes":{},"tmi_sent_ts":1784431092615,"stream_offset_ms":31117615}
+{"channel":"pobelter","raw_message":"@badge-info=subscriber/17;badges=subscriber/12,msi-2026/1;client-nonce=55bcbe3e8b9146a5baedf470522e9e53;color=#1E90FF;display-name=RawrlmaBear;emotes=;first-msg=0;flags=;id=c78bd218-b49b-4823-9f1d-8fa116da4779;mod=0;returning-chatter=0;room-id=25080754;subscriber=1;tmi-sent-ts=1784431092812;turbo=0;user-id=444281483;user-type= :rawrlmabear!rawrlmabear@rawrlmabear.tmi.twitch.tv PRIVMSG #pobelter :bye","message_id":"c78bd218-b49b-4823-9f1d-8fa116da4779","user_id":"444281483","username":"rawrlmabear","text":"bye","badges":{"subscriber":"12","msi-2026":"1"},"emotes":{},"tmi_sent_ts":1784431092812,"stream_offset_ms":31117812}
diff --git a/data/porcelainmaid__20260719T031814627119.jsonl b/data/porcelainmaid__20260719T031814627119.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e6268cb25f5900a4331650d835f3a1edfd896a10
--- /dev/null
+++ b/data/porcelainmaid__20260719T031814627119.jsonl
@@ -0,0 +1,3 @@
+{"channel":"porcelainmaid","raw_message":"@badge-info=subscriber/28;badges=moderator/1,subscriber/24,low/1;client-nonce=89c249ef180e43af8ac95547346f889c;color=#0C6A60;display-name=feardeath_13;emotes=;first-msg=0;flags=;id=72b5db31-2dcb-43e8-b393-b28db7c41a75;mod=1;returning-chatter=0;room-id=111297034;subscriber=1;tmi-sent-ts=1784431085283;turbo=0;user-id=220333484;user-type=mod :feardeath_13!feardeath_13@feardeath_13.tmi.twitch.tv PRIVMSG #porcelainmaid :till the next day maybe?","message_id":"72b5db31-2dcb-43e8-b393-b28db7c41a75","user_id":"220333484","username":"feardeath_13","text":"till the next day maybe?","badges":{"moderator":"1","subscriber":"24","low":"1"},"emotes":{},"tmi_sent_ts":1784431085283,"stream_offset_ms":21597283}
+{"channel":"porcelainmaid","raw_message":"@badge-info=subscriber/7;badges=subscriber/6,bits/25000;client-nonce=311D39CF-4427-4C14-A7C4-381488706274;color=#FF0000;display-name=Sl0up;emotes=emotesv2_8e845d25d9fa4857b7ba1c0f8920bdd8:78-90/302581963:106-114/emotesv2_ead27648a658430ab6e892e67841aab4:116-125/emotesv2_9d32daa6d7364331a6f5a71d3332c1ea:127-136;first-msg=0;flags=;id=7fe5869d-f043-4531-a84f-b5c81840c657;mod=0;returning-chatter=0;room-id=111297034;subscriber=1;tmi-sent-ts=1784431092140;turbo=0;user-id=1375167566;user-type= :sl0up!sl0up@sl0up.tmi.twitch.tv PRIVMSG #porcelainmaid :alright, well, I have to go walk my mom tomorrow morning, so I’ll go to bedge foxyjoLUBBERS nini everyone foxyjoPat foxyjoMODS foxyjoHUGS","message_id":"7fe5869d-f043-4531-a84f-b5c81840c657","user_id":"1375167566","username":"sl0up","text":"alright, well, I have to go walk my mom tomorrow morning, so I’ll go to bedge foxyjoLUBBERS nini everyone foxyjoPat foxyjoMODS foxyjoHUGS","badges":{"subscriber":"6","bits":"25000"},"emotes":{"emotesv2_8e845d25d9fa4857b7ba1c0f8920bdd8":["78-90"],"302581963":["106-114"],"emotesv2_ead27648a658430ab6e892e67841aab4":["116-125"],"emotesv2_9d32daa6d7364331a6f5a71d3332c1ea":["127-136"]},"tmi_sent_ts":1784431092140,"stream_offset_ms":21604140}
+{"channel":"porcelainmaid","raw_message":"@badge-info=;badges=;client-nonce=e11bab28313c410182ad31e1251641d9;color=#5F9EA0;display-name=santiago1992_;emotes=;first-msg=0;flags=;id=775b4006-9dd7-4c20-8f43-0262b7301221;mod=0;returning-chatter=0;room-id=111297034;subscriber=0;tmi-sent-ts=1784431092895;turbo=0;user-id=24119055;user-type= :santiago1992_!santiago1992_@santiago1992_.tmi.twitch.tv PRIVMSG #porcelainmaid :im sorry","message_id":"775b4006-9dd7-4c20-8f43-0262b7301221","user_id":"24119055","username":"santiago1992_","text":"im sorry","badges":{},"emotes":{},"tmi_sent_ts":1784431092895,"stream_offset_ms":21604895}
diff --git a/data/quan__20260719T031814631497.jsonl b/data/quan__20260719T031814631497.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..15fe2c6815c469d62d60c82ebb5037896151c2e0
--- /dev/null
+++ b/data/quan__20260719T031814631497.jsonl
@@ -0,0 +1,3 @@
+{"channel":"quan","raw_message":"@badge-info=;badges=;client-nonce=CADF6E4E-59C1-45B5-8CC9-00F0015F534C;color=;display-name=slam_dunk12_;emotes=;first-msg=0;flags=;id=79d206e6-4db8-49c9-8b9e-beda969c2c28;mod=0;returning-chatter=0;room-id=105821231;subscriber=0;tmi-sent-ts=1784431089065;turbo=0;user-id=717484913;user-type= :slam_dunk12_!slam_dunk12_@slam_dunk12_.tmi.twitch.tv PRIVMSG #quan :I beg von do a better job and quan talk yo chat bro","message_id":"79d206e6-4db8-49c9-8b9e-beda969c2c28","user_id":"717484913","username":"slam_dunk12_","text":"I beg von do a better job and quan talk yo chat bro","badges":{},"emotes":{},"tmi_sent_ts":1784431089065,"stream_offset_ms":28635065}
+{"channel":"quan","raw_message":"@badge-info=;badges=;client-nonce=E017A6D9-77AA-4E5D-91D5-881A7C8D78C7;color=#FF69B4;display-name=brielle_67;emotes=;first-msg=1;flags=;id=90afb2d1-4137-4b7b-868e-0d4e2f496d40;mod=0;returning-chatter=0;room-id=105821231;subscriber=0;tmi-sent-ts=1784431093715;turbo=0;user-id=1518463039;user-type= :brielle_67!brielle_67@brielle_67.tmi.twitch.tv PRIVMSG #quan :CUDIIII SOMEONE IS ON CAMpus","message_id":"90afb2d1-4137-4b7b-868e-0d4e2f496d40","user_id":"1518463039","username":"brielle_67","text":"CUDIIII SOMEONE IS ON CAMpus","badges":{},"emotes":{},"tmi_sent_ts":1784431093715,"stream_offset_ms":28639715}
+{"channel":"quan","raw_message":"@badge-info=;badges=premium/1;client-nonce=613D4B72-EB3E-4967-B0B9-DA8B5F3E1043;color=;display-name=DBabii;emotes=;first-msg=0;flags=;id=4ab1a483-c255-4bcf-b7ce-2c947f0879ba;mod=0;returning-chatter=0;room-id=105821231;subscriber=0;tmi-sent-ts=1784431094151;turbo=0;user-id=807525614;user-type= :dbabii!dbabii@dbabii.tmi.twitch.tv PRIVMSG #quan :They Say It’s Randoms Sneakinn Onna Campus","message_id":"4ab1a483-c255-4bcf-b7ce-2c947f0879ba","user_id":"807525614","username":"dbabii","text":"They Say It’s Randoms Sneakinn Onna Campus","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431094151,"stream_offset_ms":28640151}
diff --git a/data/raia__20260719T031814632496.jsonl b/data/raia__20260719T031814632496.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cd1fc8eb76baec9071c1a88670934b1bf275b41d
--- /dev/null
+++ b/data/raia__20260719T031814632496.jsonl
@@ -0,0 +1,2 @@
+{"channel":"raia","raw_message":"@badge-info=;badges=;client-nonce=bd52eb02413b4402bb338f70d82fe37e;color=;display-name=nukeraaa1;emotes=;first-msg=0;flags=;id=2581438a-e4d2-4c4f-9374-967b38ef11df;mod=0;returning-chatter=0;room-id=169442997;subscriber=0;tmi-sent-ts=1784431093351;turbo=0;user-id=791249440;user-type= :nukeraaa1!nukeraaa1@nukeraaa1.tmi.twitch.tv PRIVMSG #raia :RRodei A bet de 5 pila lá pagou 200","message_id":"2581438a-e4d2-4c4f-9374-967b38ef11df","user_id":"791249440","username":"nukeraaa1","text":"RRodei A bet de 5 pila lá pagou 200","badges":{},"emotes":{},"tmi_sent_ts":1784431093351,"stream_offset_ms":10205351}
+{"channel":"raia","raw_message":"@badge-info=;badges=glitchcon2020/1;client-nonce=5447614b-e0ff-4039-b0db-f03de880531a;color=#FF69B4;display-name=Jhonsilva47;emotes=;first-msg=0;flags=;id=11c7df0d-8986-46be-b828-eff5923fff54;mod=0;returning-chatter=0;room-id=169442997;subscriber=0;tmi-sent-ts=1784431093805;turbo=0;user-id=480700094;user-type= :jhonsilva47!jhonsilva47@jhonsilva47.tmi.twitch.tv PRIVMSG #raia :Vai vim 4 🆚","message_id":"11c7df0d-8986-46be-b828-eff5923fff54","user_id":"480700094","username":"jhonsilva47","text":"Vai vim 4 🆚","badges":{"glitchcon2020":"1"},"emotes":{},"tmi_sent_ts":1784431093805,"stream_offset_ms":10205805}
diff --git a/data/s0mcs__20260719T031814626916.jsonl b/data/s0mcs__20260719T031814626916.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e49e85ee8b9560b313c8746f006232da39053fce
--- /dev/null
+++ b/data/s0mcs__20260719T031814626916.jsonl
@@ -0,0 +1,15 @@
+{"channel":"s0mcs","raw_message":"@badge-info=subscriber/37;badges=subscriber/36,gamerduo/1;client-nonce=e81010bf5aae442b96a3a00efda739bc;color=#FF69B4;display-name=ktpengui101;emotes=;first-msg=0;flags=;id=afb18eb4-a370-4c0e-ace9-d123b66c9bb1;mod=0;returning-chatter=0;room-id=128002336;subscriber=1;tmi-sent-ts=1784431085174;turbo=0;user-id=775403854;user-type= :ktpengui101!ktpengui101@ktpengui101.tmi.twitch.tv PRIVMSG #s0mcs :oda","message_id":"afb18eb4-a370-4c0e-ace9-d123b66c9bb1","user_id":"775403854","username":"ktpengui101","text":"oda","badges":{"subscriber":"36","gamerduo":"1"},"emotes":{},"tmi_sent_ts":1784431085174,"stream_offset_ms":28010174}
+{"channel":"s0mcs","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,premium/1;client-nonce=59f61a8541be450aad79d9b8defd0258;color=#1E90FF;display-name=allmitejxm;emotes=;first-msg=0;flags=;id=796d7423-1d78-484f-9261-235971d5f60c;mod=0;returning-chatter=0;room-id=128002336;subscriber=1;tmi-sent-ts=1784431086142;turbo=0;user-id=272444579;user-type= :allmitejxm!allmitejxm@allmitejxm.tmi.twitch.tv PRIVMSG #s0mcs :quiet chud","message_id":"796d7423-1d78-484f-9261-235971d5f60c","user_id":"272444579","username":"allmitejxm","text":"quiet chud","badges":{"subscriber":"6","premium":"1"},"emotes":{},"tmi_sent_ts":1784431086142,"stream_offset_ms":28011142}
+{"channel":"s0mcs","raw_message":"@badge-info=;badges=ewc-2026-diamond/1;client-nonce=2481ec41a2c947a883bed3a0f691cc3d;color=#FF4500;display-name=hadesrll;emotes=;first-msg=0;flags=;id=2c6a6ee2-d181-4e0f-933e-02327a976f5a;mod=0;returning-chatter=0;room-id=128002336;subscriber=0;tmi-sent-ts=1784431086747;turbo=0;user-id=1062017507;user-type= :hadesrll!hadesrll@hadesrll.tmi.twitch.tv PRIVMSG #s0mcs :oda ͏","message_id":"2c6a6ee2-d181-4e0f-933e-02327a976f5a","user_id":"1062017507","username":"hadesrll","text":"oda ͏","badges":{"ewc-2026-diamond":"1"},"emotes":{},"tmi_sent_ts":1784431086747,"stream_offset_ms":28011747}
+{"channel":"s0mcs","raw_message":"@badge-info=;badges=no_audio/1;client-nonce=bd9af7b4-530e-452b-83ec-8dccac4eaa4f;color=#FF0000;display-name=NotGostStrike_;emotes=;first-msg=0;flags=;id=f7dcf9d7-2e5e-466f-8f53-c2bd46ce23d9;mod=0;returning-chatter=0;room-id=128002336;subscriber=0;tmi-sent-ts=1784431087793;turbo=0;user-id=694655207;user-type= :notgoststrike_!notgoststrike_@notgoststrike_.tmi.twitch.tv PRIVMSG #s0mcs :Ur a chud btw o7","message_id":"f7dcf9d7-2e5e-466f-8f53-c2bd46ce23d9","user_id":"694655207","username":"notgoststrike_","text":"Ur a chud btw o7","badges":{"no_audio":"1"},"emotes":{},"tmi_sent_ts":1784431087793,"stream_offset_ms":28012793}
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+{"channel":"s0mcs","raw_message":"@badge-info=;badges=;client-nonce=797C2321-EBBE-4C55-8383-8ACEC9A8FCF8;color=#5F9EA0;display-name=nymmxcx;emotes=;first-msg=0;flags=;id=b8f96d5d-1c4c-430c-b4f4-894c52c63bb2;mod=0;returning-chatter=0;room-id=128002336;subscriber=0;tmi-sent-ts=1784431088571;turbo=0;user-id=1042724359;user-type= :nymmxcx!nymmxcx@nymmxcx.tmi.twitch.tv PRIVMSG #s0mcs :o7","message_id":"b8f96d5d-1c4c-430c-b4f4-894c52c63bb2","user_id":"1042724359","username":"nymmxcx","text":"o7","badges":{},"emotes":{},"tmi_sent_ts":1784431088571,"stream_offset_ms":28013571}
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diff --git a/data/sailor__20260719T031814630139.jsonl b/data/sailor__20260719T031814630139.jsonl
new file mode 100644
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+++ b/data/sailor__20260719T031814630139.jsonl
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diff --git a/data/shaker__20260719T031814628044.jsonl b/data/shaker__20260719T031814628044.jsonl
new file mode 100644
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diff --git a/data/shvfty__20260719T031814631278.jsonl b/data/shvfty__20260719T031814631278.jsonl
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+++ b/data/shvfty__20260719T031814631278.jsonl
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diff --git a/data/srtumbao__20260719T031814624879.jsonl b/data/srtumbao__20260719T031814624879.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d3513ab3ef82b487f05e2a5d5dbe553e942460c5
--- /dev/null
+++ b/data/srtumbao__20260719T031814624879.jsonl
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+{"channel":"srtumbao","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=b364e4fc-cbb1-43a1-b762-818c0dd30394;color=#00FF7F;display-name=PALVLMAN;emotes=;first-msg=0;flags=;id=29b2698e-f027-4d37-85b5-0823a6ab35e1;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431087591;turbo=0;user-id=854839547;user-type= :palvlman!palvlman@palvlman.tmi.twitch.tv PRIVMSG #srtumbao :Jugaras mecha camaleón tumbi?","message_id":"29b2698e-f027-4d37-85b5-0823a6ab35e1","user_id":"854839547","username":"palvlman","text":"Jugaras mecha camaleón tumbi?","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431087591,"stream_offset_ms":6187591}
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+{"channel":"srtumbao","raw_message":"@badge-info=;badges=;client-nonce=66bb4381-bf3a-47ab-8444-9e5fae66a53a;color=#1E90FF;display-name=indogen2;emotes=;first-msg=0;flags=;id=26d2aeea-64da-4283-af83-26502ff730eb;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431088331;turbo=0;user-id=913064414;user-type= :indogen2!indogen2@indogen2.tmi.twitch.tv PRIVMSG #srtumbao :????","message_id":"26d2aeea-64da-4283-af83-26502ff730eb","user_id":"913064414","username":"indogen2","text":"????","badges":{},"emotes":{},"tmi_sent_ts":1784431088331,"stream_offset_ms":6188331}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=purple-noob/1;color=#8A2BE2;display-name=Elabram82822;emotes=;first-msg=0;flags=;id=333a4c8f-92d7-4f10-9ee1-0f1951e26c50;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431088538;turbo=0;user-id=1107751774;user-type= :elabram82822!elabram82822@elabram82822.tmi.twitch.tv PRIVMSG #srtumbao :Tu si?","message_id":"333a4c8f-92d7-4f10-9ee1-0f1951e26c50","user_id":"1107751774","username":"elabram82822","text":"Tu si?","badges":{"purple-noob":"1"},"emotes":{},"tmi_sent_ts":1784431088538,"stream_offset_ms":6188538}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=d4dd55f9-6c23-4f23-930b-f0985e032f50;color=#FF0000;display-name=MiguelJC777;emotes=;first-msg=0;flags=;id=7478b701-98a5-467b-b270-5ff74a52cdb5;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431089972;turbo=0;user-id=1425587152;user-type= :migueljc777!migueljc777@migueljc777.tmi.twitch.tv PRIVMSG #srtumbao :Pero apunta la camara hacia abajo para ver como vas con el teclado","message_id":"7478b701-98a5-467b-b270-5ff74a52cdb5","user_id":"1425587152","username":"migueljc777","text":"Pero apunta la camara hacia abajo para ver como vas con el teclado","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431089972,"stream_offset_ms":6189972}
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+{"channel":"srtumbao","raw_message":"@badge-info=;badges=bits/100;client-nonce=1ce6b29e-d9dd-4890-bcd5-75677e203a5e;color=#8A2BE2;display-name=rash160yt;emotes=;first-msg=0;flags=;id=63f83eb0-bb8f-4140-8110-2d9394e81dff;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431093883;turbo=0;user-id=782810354;user-type= :rash160yt!rash160yt@rash160yt.tmi.twitch.tv PRIVMSG #srtumbao :Si sisisi","message_id":"63f83eb0-bb8f-4140-8110-2d9394e81dff","user_id":"782810354","username":"rash160yt","text":"Si sisisi","badges":{"bits":"100"},"emotes":{},"tmi_sent_ts":1784431093883,"stream_offset_ms":6193883}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=bits/1;client-nonce=08330e2223e144d5a1e887bfe6baa748;color=#8A2BE2;display-name=mangguit000;emotes=;first-msg=0;flags=;id=d3eb5cc8-6769-4b41-8fff-0c724318f2ab;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431093878;turbo=0;user-id=973483710;user-type= :mangguit000!mangguit000@mangguit000.tmi.twitch.tv PRIVMSG #srtumbao :y gratus","message_id":"d3eb5cc8-6769-4b41-8fff-0c724318f2ab","user_id":"973483710","username":"mangguit000","text":"y gratus","badges":{"bits":"1"},"emotes":{},"tmi_sent_ts":1784431093878,"stream_offset_ms":6193878}
diff --git a/data/suburbbaby__20260719T031814627655.jsonl b/data/suburbbaby__20260719T031814627655.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..488880cbec22adf5d093e1ead4a9b0ddf636cd8f
--- /dev/null
+++ b/data/suburbbaby__20260719T031814627655.jsonl
@@ -0,0 +1,31 @@
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=twitchconNA2022/1;client-nonce=99d42020cd6843d89b8b2cca9ceeac35;color=#ACDE94;display-name=trackiin;emotes=;first-msg=0;flags=;id=9f5defb9-27df-418a-b137-a1c188769b66;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431085664;turbo=0;user-id=73003685;user-type= :trackiin!trackiin@trackiin.tmi.twitch.tv PRIVMSG #suburbbaby :gang go get on the bus","message_id":"9f5defb9-27df-418a-b137-a1c188769b66","user_id":"73003685","username":"trackiin","text":"gang go get on the bus","badges":{"twitchconNA2022":"1"},"emotes":{},"tmi_sent_ts":1784431085664,"stream_offset_ms":13658664}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;color=;display-name=nemoodtb_;emotes=;first-msg=0;flags=;id=7ef1d577-1838-455b-b281-71ebfa02ea73;mod=0;msg-id=highlighted-message;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431085672;turbo=0;user-id=1520951240;user-type= :nemoodtb_!nemoodtb_@nemoodtb_.tmi.twitch.tv PRIVMSG #suburbbaby :Fanum and them tied Kai in the woods","message_id":"7ef1d577-1838-455b-b281-71ebfa02ea73","user_id":"1520951240","username":"nemoodtb_","text":"Fanum and them tied Kai in the woods","badges":{},"emotes":{},"tmi_sent_ts":1784431085672,"stream_offset_ms":13658672}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=badbf485b43a436ea7ce457539bd98b0;color=;display-name=regnuts;emotes=;first-msg=0;flags=;id=5474eaec-1b08-4e0f-b9e1-b53af8ac3031;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431085687;turbo=0;user-id=709104251;user-type= :regnuts!regnuts@regnuts.tmi.twitch.tv PRIVMSG #suburbbaby :W","message_id":"5474eaec-1b08-4e0f-b9e1-b53af8ac3031","user_id":"709104251","username":"regnuts","text":"W","badges":{},"emotes":{},"tmi_sent_ts":1784431085687,"stream_offset_ms":13658687}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=069e2edd-4f69-47e1-ab9f-07df6e1bd3f9;color=;display-name=sepeti778;emotes=;first-msg=1;flags=;id=3eb39750-ed92-47c2-a491-0d8e78ea7659;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431085959;turbo=0;user-id=1510190947;user-type= :sepeti778!sepeti778@sepeti778.tmi.twitch.tv PRIVMSG #suburbbaby :Bigge","message_id":"3eb39750-ed92-47c2-a491-0d8e78ea7659","user_id":"1510190947","username":"sepeti778","text":"Bigge","badges":{},"emotes":{},"tmi_sent_ts":1784431085959,"stream_offset_ms":13658959}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=turbo/1;client-nonce=25a51f7de28541fab5107216f672a36f;color=#FF0000;display-name=mariflowz;emotes=;first-msg=0;flags=32-36:P.3;id=ccc00cc7-b9d9-467f-9e6b-62e009967c39;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431086094;turbo=1;user-id=1520278284;user-type= :mariflowz!mariflowz@mariflowz.tmi.twitch.tv PRIVMSG #suburbbaby :SUBURB LOOK LIKE A BEETLE CAMEL BOOTY FACE AHH","message_id":"ccc00cc7-b9d9-467f-9e6b-62e009967c39","user_id":"1520278284","username":"mariflowz","text":"SUBURB LOOK LIKE A BEETLE CAMEL BOOTY FACE AHH","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431086094,"stream_offset_ms":13659094}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=fc395671-a4e5-48f4-bb34-f4747de283a7;color=;display-name=keyjohhy;emotes=;first-msg=0;flags=;id=ac9aa2a1-d36f-4841-ae1c-1fe576ba7d5b;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431086435;turbo=0;user-id=962887650;user-type= :keyjohhy!keyjohhy@keyjohhy.tmi.twitch.tv PRIVMSG #suburbbaby :Go","message_id":"ac9aa2a1-d36f-4841-ae1c-1fe576ba7d5b","user_id":"962887650","username":"keyjohhy","text":"Go","badges":{},"emotes":{},"tmi_sent_ts":1784431086435,"stream_offset_ms":13659435}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=subtember-2024/1;client-nonce=DD5F54D5-60C8-4FEE-ADAE-24198DDE0F9E;color=#FF0000;display-name=2bonejones;emotes=;first-msg=1;flags=;id=e712499a-fbcd-44ee-bf20-68f125d6e18e;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431086704;turbo=0;user-id=1114245493;user-type= :2bonejones!2bonejones@2bonejones.tmi.twitch.tv PRIVMSG #suburbbaby :get on the bus","message_id":"e712499a-fbcd-44ee-bf20-68f125d6e18e","user_id":"1114245493","username":"2bonejones","text":"get on the bus","badges":{"subtember-2024":"1"},"emotes":{},"tmi_sent_ts":1784431086704,"stream_offset_ms":13659704}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=EC25E2A8-038A-400F-A191-3E21FE8BC1AE;color=;display-name=thisstreamplayed;emotes=;first-msg=0;flags=;id=9877d28a-8870-429a-886e-6d9537f1ff5f;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431086853;turbo=0;user-id=1463784488;user-type= :thisstreamplayed!thisstreamplayed@thisstreamplayed.tmi.twitch.tv PRIVMSG #suburbbaby :Www","message_id":"9877d28a-8870-429a-886e-6d9537f1ff5f","user_id":"1463784488","username":"thisstreamplayed","text":"Www","badges":{},"emotes":{},"tmi_sent_ts":1784431086853,"stream_offset_ms":13659853}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=3D1E9417-D26F-4232-93CC-D46A5C764DE3;color=;display-name=shawnisthatu;emotes=;first-msg=0;flags=;id=373b1bb1-1a52-442c-83ef-14ad4f100298;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431087112;turbo=0;user-id=1507750456;user-type= :shawnisthatu!shawnisthatu@shawnisthatu.tmi.twitch.tv PRIVMSG #suburbbaby :!HEIGHT","message_id":"373b1bb1-1a52-442c-83ef-14ad4f100298","user_id":"1507750456","username":"shawnisthatu","text":"!HEIGHT","badges":{},"emotes":{},"tmi_sent_ts":1784431087112,"stream_offset_ms":13660112}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=;display-name=suburbbabybot;emotes=;first-msg=0;flags=;id=0dff6cef-67b3-4ef1-a75b-08fae7bece2a;mod=1;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431087492;turbo=0;user-id=1132663815;user-type=mod :suburbbabybot!suburbbabybot@suburbbabybot.tmi.twitch.tv PRIVMSG #suburbbaby :shawnisthatu, Suburb is 6'4","message_id":"0dff6cef-67b3-4ef1-a75b-08fae7bece2a","user_id":"1132663815","username":"suburbbabybot","text":"shawnisthatu, Suburb is 6'4","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431087492,"stream_offset_ms":13660492}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=premium/1;client-nonce=eb7b8b00f8a14e81ac5920a1df71253e;color=;display-name=falleverything;emotes=;first-msg=0;flags=;id=7d14b146-8338-4aef-8157-494e55eacaaa;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431087931;turbo=0;user-id=455362731;user-type= :falleverything!falleverything@falleverything.tmi.twitch.tv PRIVMSG #suburbbaby :MVP","message_id":"7d14b146-8338-4aef-8157-494e55eacaaa","user_id":"455362731","username":"falleverything","text":"MVP","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431087931,"stream_offset_ms":13660931}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=a98c91a2-331c-4165-a25d-597babcd8b37;color=#0000FF;display-name=313Bucka;emotes=;first-msg=0;flags=;id=c6349252-139b-4b2c-9d4a-278e67adf2af;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431088120;turbo=0;user-id=826906886;user-type= :313bucka!313bucka@313bucka.tmi.twitch.tv PRIVMSG #suburbbaby :Gooooooooooo burb","message_id":"c6349252-139b-4b2c-9d4a-278e67adf2af","user_id":"826906886","username":"313bucka","text":"Gooooooooooo burb","badges":{},"emotes":{},"tmi_sent_ts":1784431088120,"stream_offset_ms":13661120}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=4f425b96-34ce-4515-8756-8267e3a025a7;color=;display-name=keyjohhy;emotes=;first-msg=0;flags=;id=0c700804-2c50-4fed-b017-eb6375c7c93e;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431088600;turbo=0;user-id=962887650;user-type= :keyjohhy!keyjohhy@keyjohhy.tmi.twitch.tv PRIVMSG #suburbbaby :Go rob dean office","message_id":"0c700804-2c50-4fed-b017-eb6375c7c93e","user_id":"962887650","username":"keyjohhy","text":"Go rob dean office","badges":{},"emotes":{},"tmi_sent_ts":1784431088600,"stream_offset_ms":13661600}
+{"channel":"suburbbaby","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=A6D00D59-B11A-42CD-A540-8CFD6D6A9B62;color=;display-name=xEliGOTEYEQ;emotes=;first-msg=0;flags=;id=5fd96ae1-8d34-48f2-87c7-bcf038cbdf5a;mod=0;returning-chatter=0;room-id=679116841;subscriber=1;tmi-sent-ts=1784431089164;turbo=0;user-id=798755759;user-type= :xeligoteyeq!xeligoteyeq@xeligoteyeq.tmi.twitch.tv PRIVMSG #suburbbaby :get him to 200k","message_id":"5fd96ae1-8d34-48f2-87c7-bcf038cbdf5a","user_id":"798755759","username":"xeligoteyeq","text":"get him to 200k","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431089164,"stream_offset_ms":13662164}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=8D90E0F2-15B1-4780-BB9D-5A2E6D21E9B4;color=;display-name=landonoli2015;emotes=;first-msg=1;flags=;id=86401b24-d21f-4559-b7a1-471282cdc0fb;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431089786;turbo=0;user-id=1272761050;user-type= :landonoli2015!landonoli2015@landonoli2015.tmi.twitch.tv PRIVMSG #suburbbaby :you still the most wanted","message_id":"86401b24-d21f-4559-b7a1-471282cdc0fb","user_id":"1272761050","username":"landonoli2015","text":"you still the most wanted","badges":{},"emotes":{},"tmi_sent_ts":1784431089786,"stream_offset_ms":13662786}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=DE35B6A0-2808-48D6-87AD-D3AF636EDEA6;color=;display-name=breesie1;emotes=;first-msg=0;flags=;id=e3d76fdb-e569-4bf7-a11f-45aade1dc6f5;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431090708;turbo=0;user-id=1519401700;user-type= :breesie1!breesie1@breesie1.tmi.twitch.tv PRIVMSG #suburbbaby :they gotta show I’d at gate","message_id":"e3d76fdb-e569-4bf7-a11f-45aade1dc6f5","user_id":"1519401700","username":"breesie1","text":"they gotta show I’d at gate","badges":{},"emotes":{},"tmi_sent_ts":1784431090708,"stream_offset_ms":13663708}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=5f053e80-1100-4efd-8721-a5fccc7220e3;color=;display-name=keyjohhy;emotes=;first-msg=0;flags=;id=5ac85cdd-a258-42d8-80f2-69113e4aa9fe;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431091129;turbo=0;user-id=962887650;user-type= :keyjohhy!keyjohhy@keyjohhy.tmi.twitch.tv PRIVMSG #suburbbaby :Go","message_id":"5ac85cdd-a258-42d8-80f2-69113e4aa9fe","user_id":"962887650","username":"keyjohhy","text":"Go","badges":{},"emotes":{},"tmi_sent_ts":1784431091129,"stream_offset_ms":13664129}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=7cabc17494a143178dfd27be6b1a1e29;color=#00FF7F;display-name=cvzzy;emotes=;first-msg=0;flags=;id=e3dc9e9b-097f-40ce-9533-a00fdfa440b7;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431091126;turbo=0;user-id=157461265;user-type= :cvzzy!cvzzy@cvzzy.tmi.twitch.tv PRIVMSG #suburbbaby :450k followers gained since","message_id":"e3dc9e9b-097f-40ce-9533-a00fdfa440b7","user_id":"157461265","username":"cvzzy","text":"450k followers gained since","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431091126,"stream_offset_ms":13664126}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=9dcbb0d358c54ae3a487a94ca11e327e;color=#0000FF;display-name=Raplop;emotes=;first-msg=0;flags=;id=bf560dfd-86b1-44d9-8a49-8f2ca40544f4;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431091756;turbo=0;user-id=1133530120;user-type= :raplop!raplop@raplop.tmi.twitch.tv PRIVMSG #suburbbaby :!BADGE","message_id":"bf560dfd-86b1-44d9-8a49-8f2ca40544f4","user_id":"1133530120","username":"raplop","text":"!BADGE","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431091756,"stream_offset_ms":13664756}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=premium/1;client-nonce=e9016e03-1bb8-4dc9-a2c7-f7520b75befa;color=;display-name=afurosamuraixx;emotes=;first-msg=0;flags=;id=f4bbc9c5-a3b6-46a1-bdbc-abd2e04251da;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431091865;turbo=0;user-id=238753286;user-type= :afurosamuraixx!afurosamuraixx@afurosamuraixx.tmi.twitch.tv PRIVMSG #suburbbaby :Mvp","message_id":"f4bbc9c5-a3b6-46a1-bdbc-abd2e04251da","user_id":"238753286","username":"afurosamuraixx","text":"Mvp","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431091865,"stream_offset_ms":13664865}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=F4200132-62D4-4651-927F-9A565013DADF;color=;display-name=jaylaaamm;emotes=;first-msg=0;flags=;id=d052faa4-e287-4ecf-a568-547a619f4a2c;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431091976;turbo=0;user-id=1428391083;user-type= :jaylaaamm!jaylaaamm@jaylaaamm.tmi.twitch.tv PRIVMSG #suburbbaby :WHY HE LOOK GOOD 😍😍😍😍😍😍","message_id":"d052faa4-e287-4ecf-a568-547a619f4a2c","user_id":"1428391083","username":"jaylaaamm","text":"WHY HE LOOK GOOD 😍😍😍😍😍😍","badges":{},"emotes":{},"tmi_sent_ts":1784431091976,"stream_offset_ms":13664976}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=;display-name=suburbbabybot;emotes=;first-msg=0;flags=;id=26441256-58e4-4b2c-808f-82dd6ef872f1;mod=1;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431092090;turbo=0;user-id=1132663815;user-type=mod :suburbbabybot!suburbbabybot@suburbbabybot.tmi.twitch.tv PRIVMSG #suburbbaby :Raplop Subscribe for the Streamer University Badge (doesn't work with prime)  twitch.tv/suburbbaby/subscribe","message_id":"26441256-58e4-4b2c-808f-82dd6ef872f1","user_id":"1132663815","username":"suburbbabybot","text":"Raplop Subscribe for the Streamer University Badge (doesn't work with prime)  twitch.tv/suburbbaby/subscribe","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431092090,"stream_offset_ms":13665090}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=553ef209-44cc-4b29-9a06-c69c2f775e82;color=;display-name=kingofcars88;emotes=;first-msg=0;flags=;id=70ae8288-8f44-4b13-a138-700aa96d496b;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431092328;turbo=0;user-id=930583689;user-type= :kingofcars88!kingofcars88@kingofcars88.tmi.twitch.tv PRIVMSG #suburbbaby :Bus","message_id":"70ae8288-8f44-4b13-a138-700aa96d496b","user_id":"930583689","username":"kingofcars88","text":"Bus","badges":{},"emotes":{},"tmi_sent_ts":1784431092328,"stream_offset_ms":13665328}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;color=;display-name=adythegoa;emotes=;first-msg=0;flags=;id=16734eba-9afe-4f79-a46b-6ef307afa349;mod=0;msg-id=highlighted-message;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431093133;turbo=0;user-id=1306576551;user-type= :adythegoa!adythegoa@adythegoa.tmi.twitch.tv PRIVMSG #suburbbaby :Shout out ricardy","message_id":"16734eba-9afe-4f79-a46b-6ef307afa349","user_id":"1306576551","username":"adythegoa","text":"Shout out ricardy","badges":{},"emotes":{},"tmi_sent_ts":1784431093133,"stream_offset_ms":13666133}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=9f4a30ee-06a0-46b2-a77a-0901c279c712;color=;display-name=keyjohhy;emotes=;first-msg=0;flags=;id=8308ce85-9e90-4beb-872e-5cf88bf39294;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431093237;turbo=0;user-id=962887650;user-type= :keyjohhy!keyjohhy@keyjohhy.tmi.twitch.tv PRIVMSG #suburbbaby :Go rob dean office","message_id":"8308ce85-9e90-4beb-872e-5cf88bf39294","user_id":"962887650","username":"keyjohhy","text":"Go rob dean office","badges":{},"emotes":{},"tmi_sent_ts":1784431093237,"stream_offset_ms":13666237}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=turbo/1;client-nonce=654b5a79d96b41e08cacde483fa456a8;color=;display-name=zayyy1xx;emotes=;first-msg=0;flags=;id=118203de-3ab0-40e2-bc16-8248c98eecf4;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431093299;turbo=1;user-id=1329022107;user-type= :zayyy1xx!zayyy1xx@zayyy1xx.tmi.twitch.tv PRIVMSG #suburbbaby :BRO WHEN IS HOMECOMING","message_id":"118203de-3ab0-40e2-bc16-8248c98eecf4","user_id":"1329022107","username":"zayyy1xx","text":"BRO WHEN IS HOMECOMING","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431093299,"stream_offset_ms":13666299}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=no_video/1;client-nonce=130E19D1-3FDA-47E1-AFE6-74CEDB616F23;color=;display-name=swtchemdwn;emotes=;first-msg=0;flags=;id=dd525e0c-8d9c-4c11-a9e4-7060cbe54a6b;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431093558;turbo=0;user-id=1408469835;user-type= :swtchemdwn!swtchemdwn@swtchemdwn.tmi.twitch.tv PRIVMSG #suburbbaby :Mj mj or mj in the comic book","message_id":"dd525e0c-8d9c-4c11-a9e4-7060cbe54a6b","user_id":"1408469835","username":"swtchemdwn","text":"Mj mj or mj in the comic book","badges":{"no_video":"1"},"emotes":{},"tmi_sent_ts":1784431093558,"stream_offset_ms":13666558}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=0E67B487-1760-47A8-B363-DD3C59D149F4;color=#FF69B4;display-name=pvowoods;emote-only=1;emotes=emotesv2_0ec6d9e56f3f4108b8b4315b4a47b251:0-16;first-msg=0;flags=;id=3dfba434-7a89-41e4-b434-dae5c14e0633;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431093596;turbo=0;user-id=431455101;user-type= :pvowoods!pvowoods@pvowoods.tmi.twitch.tv PRIVMSG #suburbbaby :victionarySheisty","message_id":"3dfba434-7a89-41e4-b434-dae5c14e0633","user_id":"431455101","username":"pvowoods","text":"victionarySheisty","badges":{},"emotes":{"emotesv2_0ec6d9e56f3f4108b8b4315b4a47b251":["0-16"]},"tmi_sent_ts":1784431093596,"stream_offset_ms":13666596}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=premium/1;client-nonce=67ba79db0ad04a9fbdb9a7327ae0f849;color=#FF0000;display-name=sftisHIM;emotes=;first-msg=0;flags=;id=732bdccf-4718-4807-aad5-384f1554ac77;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431093889;turbo=0;user-id=708348581;user-type= :sftishim!sftishim@sftishim.tmi.twitch.tv PRIVMSG #suburbbaby :yooo","message_id":"732bdccf-4718-4807-aad5-384f1554ac77","user_id":"708348581","username":"sftishim","text":"yooo","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431093889,"stream_offset_ms":13666889}
+{"channel":"suburbbaby","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,premium/1;client-nonce=0d94ad727a0545ce9cd3faef209e51df;color=#64C4CC;display-name=Cupcake3240;emotes=;first-msg=0;flags=;id=18ca9fe8-b7d8-4bce-baf2-f29dc2ed3dbe;mod=0;returning-chatter=0;room-id=679116841;subscriber=1;tmi-sent-ts=1784431094024;turbo=0;user-id=74985365;user-type= :cupcake3240!cupcake3240@cupcake3240.tmi.twitch.tv PRIVMSG #suburbbaby :WWWW TBVNKS","message_id":"18ca9fe8-b7d8-4bce-baf2-f29dc2ed3dbe","user_id":"74985365","username":"cupcake3240","text":"WWWW TBVNKS","badges":{"subscriber":"0","premium":"1"},"emotes":{},"tmi_sent_ts":1784431094024,"stream_offset_ms":13667024}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=eb01a214beb341f28a98c7136cdaf1c6;color=;display-name=ilyzaxify;emotes=;first-msg=1;flags=;id=d2e61a26-f680-44d7-895a-5cb8261ef0d0;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431094223;turbo=0;user-id=1283006956;user-type= :ilyzaxify!ilyzaxify@ilyzaxify.tmi.twitch.tv PRIVMSG #suburbbaby :lacy on fn","message_id":"d2e61a26-f680-44d7-895a-5cb8261ef0d0","user_id":"1283006956","username":"ilyzaxify","text":"lacy on fn","badges":{},"emotes":{},"tmi_sent_ts":1784431094223,"stream_offset_ms":13667223}
diff --git a/data/sylvee__20260719T031814625565.jsonl b/data/sylvee__20260719T031814625565.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac966243554e35d5afc6b881c7ca4b7286e84a17
--- /dev/null
+++ b/data/sylvee__20260719T031814625565.jsonl
@@ -0,0 +1,7 @@
+{"channel":"sylvee","raw_message":"@badge-info=subscriber/13;badges=subscriber/12,qsmp2/1;client-nonce=5254577df6b940aa9a549a2d48adba70;color=#FF7F50;display-name=vvane27;emotes=;first-msg=0;flags=;id=1082da9e-121f-4b7c-b1c4-87732ba507cd;mod=0;returning-chatter=0;room-id=175383693;subscriber=1;tmi-sent-ts=1784431084852;turbo=0;user-id=583010372;user-type= :vvane27!vvane27@vvane27.tmi.twitch.tv PRIVMSG #sylvee :you tasted joy","message_id":"1082da9e-121f-4b7c-b1c4-87732ba507cd","user_id":"583010372","username":"vvane27","text":"you tasted joy","badges":{"subscriber":"12","qsmp2":"1"},"emotes":{},"tmi_sent_ts":1784431084852,"stream_offset_ms":5970852}
+{"channel":"sylvee","raw_message":"@badge-info=subscriber/16;badges=moderator/1,subscriber/12,baby-chick-chat-badge/1;client-nonce=467dd0a89ed6418ea33188fae17f802a;color=#9ACD32;display-name=samuel05102000;emotes=;first-msg=0;flags=;id=49aa2141-0383-4ecd-9922-723410c6ebaf;mod=1;returning-chatter=0;room-id=175383693;subscriber=1;tmi-sent-ts=1784431086724;turbo=0;user-id=123458287;user-type=mod :samuel05102000!samuel05102000@samuel05102000.tmi.twitch.tv PRIVMSG #sylvee :eating the cone is the best part","message_id":"49aa2141-0383-4ecd-9922-723410c6ebaf","user_id":"123458287","username":"samuel05102000","text":"eating the cone is the best part","badges":{"moderator":"1","subscriber":"12","baby-chick-chat-badge":"1"},"emotes":{},"tmi_sent_ts":1784431086724,"stream_offset_ms":5972724}
+{"channel":"sylvee","raw_message":"@badge-info=;badges=football-fest-2026/1;color=#0000FF;display-name=casa90t;emote-only=1;emotes=304171581:0-11;first-msg=0;flags=;id=ed241eb1-b213-4c94-8f63-0d4b5e30fe8c;mod=0;returning-chatter=0;room-id=175383693;subscriber=0;tmi-sent-ts=1784431088980;turbo=0;user-id=1252157132;user-type= :casa90t!casa90t@casa90t.tmi.twitch.tv PRIVMSG #sylvee :sylvee1Tesla","message_id":"ed241eb1-b213-4c94-8f63-0d4b5e30fe8c","user_id":"1252157132","username":"casa90t","text":"sylvee1Tesla","badges":{"football-fest-2026":"1"},"emotes":{"304171581":["0-11"]},"tmi_sent_ts":1784431088980,"stream_offset_ms":5974980}
+{"channel":"sylvee","raw_message":"@badge-info=subscriber/7;badges=subscriber/3,premium/1;client-nonce=0e7e463488a24a99bce34f62bcaafcc8;color=#A8F901;display-name=xNicolas_19;emotes=;first-msg=0;flags=;id=766fa225-09e4-413f-bb3f-31b4c1d1e7da;mod=0;returning-chatter=0;room-id=175383693;subscriber=1;tmi-sent-ts=1784431091744;turbo=0;user-id=206862982;user-type= :xnicolas_19!xnicolas_19@xnicolas_19.tmi.twitch.tv PRIVMSG #sylvee :bro XD","message_id":"766fa225-09e4-413f-bb3f-31b4c1d1e7da","user_id":"206862982","username":"xnicolas_19","text":"bro XD","badges":{"subscriber":"3","premium":"1"},"emotes":{},"tmi_sent_ts":1784431091744,"stream_offset_ms":5977744}
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+{"channel":"sylvee","raw_message":"@badge-info=subscriber/16;badges=subscriber/12,winston-overwatch/1;client-nonce=CE186505-58E9-4759-9144-2322E68AECF0;color=#0000FF;display-name=ignaciomtz;emotes=emotesv2_61ce976a16034c4b9c5ca62002a21b73:62-77;first-msg=0;flags=;id=bb208bd5-84d9-44e2-a0cd-c06e010b6fee;mod=0;returning-chatter=0;room-id=175383693;subscriber=1;tmi-sent-ts=1784431093567;turbo=0;user-id=526579966;user-type= :ignaciomtz!ignaciomtz@ignaciomtz.tmi.twitch.tv PRIVMSG #sylvee :i like cones bcuse its a ecofriendly way to est the ice cream cursedf78Aplauso","message_id":"bb208bd5-84d9-44e2-a0cd-c06e010b6fee","user_id":"526579966","username":"ignaciomtz","text":"i like cones bcuse its a ecofriendly way to est the ice cream cursedf78Aplauso","badges":{"subscriber":"12","winston-overwatch":"1"},"emotes":{"emotesv2_61ce976a16034c4b9c5ca62002a21b73":["62-77"]},"tmi_sent_ts":1784431093567,"stream_offset_ms":5979567}
diff --git a/data/tatumbittick__20260719T031814625372.jsonl b/data/tatumbittick__20260719T031814625372.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0243b2fca639d18fadcd01481330b9654233745d
--- /dev/null
+++ b/data/tatumbittick__20260719T031814625372.jsonl
@@ -0,0 +1,35 @@
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+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=c205b90706d5438aa48e1d09d2767d3d;color=;display-name=audiranky;emotes=;first-msg=0;flags=;id=2a621b64-ef57-4523-95e8-31a529aa243a;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431085057;turbo=0;user-id=738829993;user-type= :audiranky!audiranky@audiranky.tmi.twitch.tv PRIVMSG #tatumbittick :CHAT IS TROLLING YOU","message_id":"2a621b64-ef57-4523-95e8-31a529aa243a","user_id":"738829993","username":"audiranky","text":"CHAT IS TROLLING YOU","badges":{},"emotes":{},"tmi_sent_ts":1784431085057,"stream_offset_ms":26460057}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=61A3A188-BA1F-4DE8-B8E0-701001F4FFAC;color=;display-name=theogaote773;emotes=;first-msg=0;flags=;id=b0216439-7623-4e8f-942a-af7a4cfaf122;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431085157;turbo=0;user-id=1518740204;user-type= :theogaote773!theogaote773@theogaote773.tmi.twitch.tv PRIVMSG #tatumbittick :call raki","message_id":"b0216439-7623-4e8f-942a-af7a4cfaf122","user_id":"1518740204","username":"theogaote773","text":"call raki","badges":{},"emotes":{},"tmi_sent_ts":1784431085157,"stream_offset_ms":26460157}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=8D2FFE50-1CB8-446B-8CDE-7D9908846F90;color=#008000;display-name=papemakeherstrip;emotes=;first-msg=0;flags=;id=a78d0035-11a6-46ec-baeb-ee359b1cb7ab;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431085233;turbo=0;user-id=207408884;user-type= :papemakeherstrip!papemakeherstrip@papemakeherstrip.tmi.twitch.tv PRIVMSG #tatumbittick :rakai said he ain’t forget about you","message_id":"a78d0035-11a6-46ec-baeb-ee359b1cb7ab","user_id":"207408884","username":"papemakeherstrip","text":"rakai said he ain’t forget about you","badges":{},"emotes":{},"tmi_sent_ts":1784431085233,"stream_offset_ms":26460233}
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+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=twitch-recap-2023/1;client-nonce=f4fd16ecbdc24065865eda6676f97cb8;color=#FF0000;display-name=josiahdagangy;emotes=;first-msg=0;flags=;id=a89ddb03-ad41-474a-a49b-66bd0de98d71;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431088047;turbo=0;user-id=886301771;user-type= :josiahdagangy!josiahdagangy@josiahdagangy.tmi.twitch.tv PRIVMSG #tatumbittick :max","message_id":"a89ddb03-ad41-474a-a49b-66bd0de98d71","user_id":"886301771","username":"josiahdagangy","text":"max","badges":{"twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431088047,"stream_offset_ms":26463047}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=premium/1;client-nonce=EF535F3D-7498-41D4-8AC8-24053C10285A;color=#00FF7F;display-name=amgxtay;emotes=;first-msg=1;flags=;id=e4b24f2c-a450-4130-97fe-fd50e3500080;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431088338;turbo=0;user-id=685057517;user-type= :amgxtay!amgxtay@amgxtay.tmi.twitch.tv PRIVMSG #tatumbittick :check in max","message_id":"e4b24f2c-a450-4130-97fe-fd50e3500080","user_id":"685057517","username":"amgxtay","text":"check in max","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431088338,"stream_offset_ms":26463338}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=premium/1;client-nonce=da308a9dbf664e1baa9b8740aadf9075;color=;display-name=bombastor1234;emotes=;first-msg=0;flags=0-3:P.6;id=4e4859cd-7e0c-4b11-bfa5-822242123c09;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431088461;turbo=0;user-id=1474537462;user-type= :bombastor1234!bombastor1234@bombastor1234.tmi.twitch.tv PRIVMSG #tatumbittick :FUCK RAKAI CALL MAX","message_id":"4e4859cd-7e0c-4b11-bfa5-822242123c09","user_id":"1474537462","username":"bombastor1234","text":"FUCK RAKAI CALL MAX","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431088461,"stream_offset_ms":26463461}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=B421B023-5FA4-4400-8A26-B696D5657BB0;color=;display-name=angelnoe15;emotes=;first-msg=0;flags=;id=f61a4702-c08e-4857-8f29-6fac9cbd957e;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431088719;turbo=0;user-id=1099200050;user-type= :angelnoe15!angelnoe15@angelnoe15.tmi.twitch.tv PRIVMSG #tatumbittick :call rakai","message_id":"f61a4702-c08e-4857-8f29-6fac9cbd957e","user_id":"1099200050","username":"angelnoe15","text":"call rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431088719,"stream_offset_ms":26463719}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=E42A9B42-4C09-4401-9BB2-41EE7BBF2F90;color=;display-name=bigkeen30;emotes=;first-msg=0;flags=;id=326565db-adbd-4bcc-b3ea-bde487424e64;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431088882;turbo=0;user-id=1520670072;user-type= :bigkeen30!bigkeen30@bigkeen30.tmi.twitch.tv PRIVMSG #tatumbittick :nooooooooo","message_id":"326565db-adbd-4bcc-b3ea-bde487424e64","user_id":"1520670072","username":"bigkeen30","text":"nooooooooo","badges":{},"emotes":{},"tmi_sent_ts":1784431088882,"stream_offset_ms":26463882}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=627dc647921c42c38dce0326b7585b86;color=;display-name=jojo_sing123;emotes=;first-msg=0;flags=;id=87572d32-0d19-4138-8910-5023b715b741;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431089565;turbo=0;user-id=1520862571;user-type= :jojo_sing123!jojo_sing123@jojo_sing123.tmi.twitch.tv PRIVMSG #tatumbittick :goto rakai","message_id":"87572d32-0d19-4138-8910-5023b715b741","user_id":"1520862571","username":"jojo_sing123","text":"goto rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431089565,"stream_offset_ms":26464565}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=40350610-7E40-4ED2-A3CC-E30DE6BF9343;color=;display-name=ninjogan13;emotes=;first-msg=0;flags=;id=5bdbb9d3-c823-481b-8129-cd68274e5891;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431089839;turbo=0;user-id=927060601;user-type= :ninjogan13!ninjogan13@ninjogan13.tmi.twitch.tv PRIVMSG #tatumbittick :go see rakai","message_id":"5bdbb9d3-c823-481b-8129-cd68274e5891","user_id":"927060601","username":"ninjogan13","text":"go see rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431089839,"stream_offset_ms":26464839}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=1b2e4ca5-5a92-4774-b9ce-923507bf117f;color=;display-name=gelogetpape;emotes=;first-msg=0;flags=;id=daacb42f-da7b-4563-9958-ffb0af55bb76;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431090078;turbo=0;user-id=1352505388;user-type= :gelogetpape!gelogetpape@gelogetpape.tmi.twitch.tv PRIVMSG #tatumbittick :He is about to leave go","message_id":"daacb42f-da7b-4563-9958-ffb0af55bb76","user_id":"1352505388","username":"gelogetpape","text":"He is about to leave go","badges":{},"emotes":{},"tmi_sent_ts":1784431090078,"stream_offset_ms":26465078}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=558C556D-C974-47B7-B6BD-81AECFAA11E2;color=;display-name=theogaote773;emotes=;first-msg=0;flags=;id=5c041965-5f2c-40b4-877c-496dff9fffba;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431090126;turbo=0;user-id=1518740204;user-type= :theogaote773!theogaote773@theogaote773.tmi.twitch.tv PRIVMSG #tatumbittick :call rakai","message_id":"5c041965-5f2c-40b4-877c-496dff9fffba","user_id":"1518740204","username":"theogaote773","text":"call rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431090126,"stream_offset_ms":26465126}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=a3af1e572fa541759996e7eb7f30908a;color=#FF7F50;display-name=ijacobb_;emotes=;first-msg=0;flags=;id=5a3143ff-f3c8-4358-8d77-cd52d6ad905e;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431090240;turbo=0;user-id=658685162;user-type= :ijacobb_!ijacobb_@ijacobb_.tmi.twitch.tv PRIVMSG #tatumbittick :GO HELPPPPP HIMMMM","message_id":"5a3143ff-f3c8-4358-8d77-cd52d6ad905e","user_id":"658685162","username":"ijacobb_","text":"GO HELPPPPP HIMMMM","badges":{},"emotes":{},"tmi_sent_ts":1784431090240,"stream_offset_ms":26465240}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=1F9D8450-948F-4315-8B77-961542A51F8B;color=;display-name=mastagibbi;emotes=;first-msg=1;flags=;id=b8a935aa-30cf-4faf-bef0-eff4591cd355;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431090274;turbo=0;user-id=920181008;user-type= :mastagibbi!mastagibbi@mastagibbi.tmi.twitch.tv PRIVMSG #tatumbittick :chat full of bots","message_id":"b8a935aa-30cf-4faf-bef0-eff4591cd355","user_id":"920181008","username":"mastagibbi","text":"chat full of bots","badges":{},"emotes":{},"tmi_sent_ts":1784431090274,"stream_offset_ms":26465274}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=D4A2521D-C8E5-4938-97CC-70F3E77A4344;color=;display-name=65okevin;emotes=;first-msg=0;flags=;id=e4065dbc-49dd-43ac-83d9-01c30211d991;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431091369;turbo=0;user-id=1303944979;user-type= :65okevin!65okevin@65okevin.tmi.twitch.tv PRIVMSG #tatumbittick :he’s going to you","message_id":"e4065dbc-49dd-43ac-83d9-01c30211d991","user_id":"1303944979","username":"65okevin","text":"he’s going to you","badges":{},"emotes":{},"tmi_sent_ts":1784431091369,"stream_offset_ms":26466369}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;color=;display-name=ninanina123333333;emotes=;first-msg=0;flags=;id=8dcb8649-461c-41fa-adba-01800cf0a8bf;mod=0;msg-id=highlighted-message;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431091585;turbo=0;user-id=1436345444;user-type= :ninanina123333333!ninanina123333333@ninanina123333333.tmi.twitch.tv PRIVMSG #tatumbittick :Nick said you can go hurry to the bus","message_id":"8dcb8649-461c-41fa-adba-01800cf0a8bf","user_id":"1436345444","username":"ninanina123333333","text":"Nick said you can go hurry to the bus","badges":{},"emotes":{},"tmi_sent_ts":1784431091585,"stream_offset_ms":26466585}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=premium/1;client-nonce=dac01233d6c6410ba21a24db0d3d134b;color=#00FF7F;display-name=lszae;emotes=;first-msg=0;flags=;id=b2e567d6-f60b-4669-b0ae-5b332aeeeb49;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431091768;turbo=0;user-id=857260046;user-type= :lszae!lszae@lszae.tmi.twitch.tv PRIVMSG #tatumbittick :rrakai asking for you call him rrakai asking for you call him","message_id":"b2e567d6-f60b-4669-b0ae-5b332aeeeb49","user_id":"857260046","username":"lszae","text":"rrakai asking for you call him rrakai asking for you call him","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431091768,"stream_offset_ms":26466768}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=turbo/1;client-nonce=89F13CBD-E92D-4B54-BEF8-8A1D4704D0FA;color=;display-name=NovaHastings;emotes=;first-msg=0;flags=;id=1e3b1ebb-0735-4fd8-956b-d877f3eb2ee3;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431091868;turbo=1;user-id=1139006830;user-type= :novahastings!novahastings@novahastings.tmi.twitch.tv PRIVMSG #tatumbittick :call max","message_id":"1e3b1ebb-0735-4fd8-956b-d877f3eb2ee3","user_id":"1139006830","username":"novahastings","text":"call max","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431091868,"stream_offset_ms":26466868}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=47027B2B-201A-47D9-A088-5602D53DE688;color=;display-name=cainolejko14;emotes=;first-msg=1;flags=;id=5fbb29d8-ec5d-46ee-b4be-55359131c9e9;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431091903;turbo=0;user-id=1360358771;user-type= :cainolejko14!cainolejko14@cainolejko14.tmi.twitch.tv PRIVMSG #tatumbittick :tatum the buses are still there if you are going to the off campus party","message_id":"5fbb29d8-ec5d-46ee-b4be-55359131c9e9","user_id":"1360358771","username":"cainolejko14","text":"tatum the buses are still there if you are going to the off campus party","badges":{},"emotes":{},"tmi_sent_ts":1784431091903,"stream_offset_ms":26466903}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=00A09741-7B12-4CB9-8213-B1D4EBEF0623;color=;display-name=5starshayshay;emotes=;first-msg=0;flags=;id=ca17c43a-36e2-4af4-b2cc-98113b7c46f0;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431092092;turbo=0;user-id=1063206345;user-type= :5starshayshay!5starshayshay@5starshayshay.tmi.twitch.tv PRIVMSG #tatumbittick :CHECK UP ON MAX","message_id":"ca17c43a-36e2-4af4-b2cc-98113b7c46f0","user_id":"1063206345","username":"5starshayshay","text":"CHECK UP ON MAX","badges":{},"emotes":{},"tmi_sent_ts":1784431092092,"stream_offset_ms":26467092}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=9B17081D-D15E-47CB-BBD8-0A2FD0E268F0;color=#1E90FF;display-name=xyscopezv2;emotes=;first-msg=0;flags=;id=90b8c74f-b6a0-40ac-bd22-4e44692d7fdd;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431092450;turbo=0;user-id=699271746;user-type= :xyscopezv2!xyscopezv2@xyscopezv2.tmi.twitch.tv PRIVMSG #tatumbittick :no he’s not he’s getting ready","message_id":"90b8c74f-b6a0-40ac-bd22-4e44692d7fdd","user_id":"699271746","username":"xyscopezv2","text":"no he’s not he’s getting ready","badges":{},"emotes":{},"tmi_sent_ts":1784431092450,"stream_offset_ms":26467450}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=E2BB4AD6-1ACF-4C13-9137-9C7634B8316B;color=#8A2BE2;display-name=firaoleee;emotes=;first-msg=1;flags=;id=623af5af-d0d5-4014-92d3-bb7257cdf837;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431092480;turbo=0;user-id=505880110;user-type= :firaoleee!firaoleee@firaoleee.tmi.twitch.tv PRIVMSG #tatumbittick :max crying","message_id":"623af5af-d0d5-4014-92d3-bb7257cdf837","user_id":"505880110","username":"firaoleee","text":"max crying","badges":{},"emotes":{},"tmi_sent_ts":1784431092480,"stream_offset_ms":26467480}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=5D7B91BC-0B50-4ED4-B19D-C746E7A36DFA;color=;display-name=cookie_girl132;emotes=;first-msg=0;flags=;id=85aec3a8-2099-4692-a89b-c6440be4bf52;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431092621;turbo=0;user-id=1286882848;user-type= :cookie_girl132!cookie_girl132@cookie_girl132.tmi.twitch.tv PRIVMSG #tatumbittick :max is crying","message_id":"85aec3a8-2099-4692-a89b-c6440be4bf52","user_id":"1286882848","username":"cookie_girl132","text":"max is crying","badges":{},"emotes":{},"tmi_sent_ts":1784431092621,"stream_offset_ms":26467621}
+{"channel":"tatumbittick","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,went-outside/1;client-nonce=7754b156f5a5471081e4c39096b2e10a;color=#FF69B4;display-name=davyryan;emotes=;first-msg=0;flags=;id=cdcd9409-f1a7-4485-9e7f-191556cc6f63;mod=0;returning-chatter=0;room-id=1390268746;subscriber=1;tmi-sent-ts=1784431093147;turbo=0;user-id=428527403;user-type= :davyryan!davyryan@davyryan.tmi.twitch.tv PRIVMSG #tatumbittick :@tatumbittick chloe is on Sketch's room go talk with em ͏","message_id":"cdcd9409-f1a7-4485-9e7f-191556cc6f63","user_id":"428527403","username":"davyryan","text":"@tatumbittick chloe is on Sketch's room go talk with em ͏","badges":{"subscriber":"0","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431093147,"stream_offset_ms":26468147}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=turbo/1;client-nonce=70B6EB5D-E5CC-44BE-8CC8-FBEB3AE24F26;color=#0000FF;display-name=XavSZN_;emotes=;first-msg=0;flags=;id=c9516149-7d12-4dd6-9f63-e4429bb32a55;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431093290;turbo=1;user-id=449919326;user-type= :xavszn_!xavszn_@xavszn_.tmi.twitch.tv PRIVMSG #tatumbittick :Go save max","message_id":"c9516149-7d12-4dd6-9f63-e4429bb32a55","user_id":"449919326","username":"xavszn_","text":"Go save max","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431093290,"stream_offset_ms":26468290}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=A837A289-B74B-4DA8-B5DC-7AC2C976A96A;color=;display-name=matteryaddy;emotes=;first-msg=1;flags=;id=ec68b671-4837-4aed-8d06-a5f28dc3160d;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431093265;turbo=0;user-id=1509890118;user-type= :matteryaddy!matteryaddy@matteryaddy.tmi.twitch.tv PRIVMSG #tatumbittick :STOP LYING YALL","message_id":"ec68b671-4837-4aed-8d06-a5f28dc3160d","user_id":"1509890118","username":"matteryaddy","text":"STOP LYING YALL","badges":{},"emotes":{},"tmi_sent_ts":1784431093265,"stream_offset_ms":26468265}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=2303C0BD-BE67-45FC-8FE1-976CF4E7B7F4;color=;display-name=glitchgrenade1;emotes=;first-msg=0;flags=;id=01fc6636-f16f-4eeb-b8ee-9de497d4637a;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431093446;turbo=0;user-id=1249727987;user-type= :glitchgrenade1!glitchgrenade1@glitchgrenade1.tmi.twitch.tv PRIVMSG #tatumbittick :rakai waiting for yu","message_id":"01fc6636-f16f-4eeb-b8ee-9de497d4637a","user_id":"1249727987","username":"glitchgrenade1","text":"rakai waiting for yu","badges":{},"emotes":{},"tmi_sent_ts":1784431093446,"stream_offset_ms":26468446}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=5302047D-4FB8-4E10-A800-F84FB4CF04DD;color=;display-name=simabc123_;emotes=;first-msg=0;flags=;id=94de767e-c4c0-4f18-88c1-a2369ce39102;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431093531;turbo=0;user-id=652396688;user-type= :simabc123_!simabc123_@simabc123_.tmi.twitch.tv PRIVMSG #tatumbittick :go do sum","message_id":"94de767e-c4c0-4f18-88c1-a2369ce39102","user_id":"652396688","username":"simabc123_","text":"go do sum","badges":{},"emotes":{},"tmi_sent_ts":1784431093531,"stream_offset_ms":26468531}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=ACAFFEBD-BF02-4A0F-A6E9-B4725EF88A76;color=;display-name=angelnoe15;emotes=;first-msg=0;flags=;id=306e3062-bc16-4ed5-8f7b-8901fa435e94;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431094038;turbo=0;user-id=1099200050;user-type= :angelnoe15!angelnoe15@angelnoe15.tmi.twitch.tv PRIVMSG #tatumbittick :call Rakai","message_id":"306e3062-bc16-4ed5-8f7b-8901fa435e94","user_id":"1099200050","username":"angelnoe15","text":"call Rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431094038,"stream_offset_ms":26469038}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=0AEAF2EC-2686-4754-A9DB-CE5A93D15EFB;color=;display-name=joemomnoe;emotes=;first-msg=1;flags=;id=0627c91c-6809-48a6-9476-d0cc097f52c4;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431094100;turbo=0;user-id=1098530791;user-type= :joemomnoe!joemomnoe@joemomnoe.tmi.twitch.tv PRIVMSG #tatumbittick :go see yonna","message_id":"0627c91c-6809-48a6-9476-d0cc097f52c4","user_id":"1098530791","username":"joemomnoe","text":"go see yonna","badges":{},"emotes":{},"tmi_sent_ts":1784431094100,"stream_offset_ms":26469100}
diff --git a/data/tetristhegrandmaster3__20260719T031814627973.jsonl b/data/tetristhegrandmaster3__20260719T031814627973.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0c76b653d14f4eef290ca2c83f21a59e6acedd5d
--- /dev/null
+++ b/data/tetristhegrandmaster3__20260719T031814627973.jsonl
@@ -0,0 +1 @@
+{"channel":"tetristhegrandmaster3","raw_message":"@badge-info=subscriber/102;badges=subscriber/96,ditto/1;client-nonce=94859cb545c74064a5a4c4d9e8a2d5ec;color=#0088CC;display-name=櫻花牛;emotes=;first-msg=0;flags=;id=4163a8c0-2d58-4428-addf-749986727e5c;mod=0;returning-chatter=0;room-id=47281189;subscriber=1;tmi-sent-ts=1784431085989;turbo=0;user-id=47872106;user-type= :asty0926!asty0926@asty0926.tmi.twitch.tv PRIVMSG #tetristhegrandmaster3 :所以打鐘不是打一天鐘嗎","message_id":"4163a8c0-2d58-4428-addf-749986727e5c","user_id":"47872106","username":"asty0926","text":"所以打鐘不是打一天鐘嗎","badges":{"subscriber":"96","ditto":"1"},"emotes":{},"tmi_sent_ts":1784431085989,"stream_offset_ms":56984989}
diff --git a/data/thelorr__20260719T031814632250.jsonl b/data/thelorr__20260719T031814632250.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d00ad6846d8c2963fc67c3178ed7fe871b450cca
--- /dev/null
+++ b/data/thelorr__20260719T031814632250.jsonl
@@ -0,0 +1 @@
+{"channel":"thelorr","raw_message":"@badge-info=;badges=;client-nonce=bd3404bdcc9444aca6d8107a17d086d3;color=#00FF7F;display-name=ZzirGiss;emotes=;first-msg=0;flags=;id=5dbf2842-2a77-498e-a589-cc05a2f9de15;mod=0;returning-chatter=0;room-id=955173538;subscriber=0;tmi-sent-ts=1784431091827;turbo=0;user-id=40238936;user-type= :zzirgiss!zzirgiss@zzirgiss.tmi.twitch.tv PRIVMSG #thelorr :for my new mele wizard buil ya","message_id":"5dbf2842-2a77-498e-a589-cc05a2f9de15","user_id":"40238936","username":"zzirgiss","text":"for my new mele wizard buil ya","badges":{},"emotes":{},"tmi_sent_ts":1784431091827,"stream_offset_ms":31484827}
diff --git a/data/tinakitten__20260719T031814625104.jsonl b/data/tinakitten__20260719T031814625104.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2a53f07046a2fb574b72beb65b45f49d11965685
--- /dev/null
+++ b/data/tinakitten__20260719T031814625104.jsonl
@@ -0,0 +1,3 @@
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=ditto/1;client-nonce=3a82e19b71494e7b887dcab6eebcac53;color=#DAA520;display-name=themegapikachu;emotes=;first-msg=0;flags=;id=04e9b309-1ec8-452f-a567-c95ee7885322;mod=0;returning-chatter=0;room-id=42032495;source-badge-info=;source-badges=ditto/1;source-id=04e9b309-1ec8-452f-a567-c95ee7885322;source-only=0;source-room-id=42032495;subscriber=0;tmi-sent-ts=1784431084729;turbo=0;user-id=615938381;user-type= :themegapikachu!themegapikachu@themegapikachu.tmi.twitch.tv PRIVMSG #tinakitten :a little health is good","message_id":"04e9b309-1ec8-452f-a567-c95ee7885322","user_id":"615938381","username":"themegapikachu","text":"a little health is good","badges":{"ditto":"1"},"emotes":{},"tmi_sent_ts":1784431084729,"stream_offset_ms":29713729}
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=premium/1;client-nonce=446BA7CA-35CE-4F7F-93A5-82323DDB4AE2;color=;display-name=shane_dbl;emotes=;first-msg=0;flags=;id=030e9f89-e9f0-4fc0-967c-db7b223a44e7;mod=0;returning-chatter=0;room-id=42032495;source-badge-info=;source-badges=premium/1;source-id=030e9f89-e9f0-4fc0-967c-db7b223a44e7;source-only=0;source-room-id=42032495;subscriber=0;tmi-sent-ts=1784431089812;turbo=0;user-id=2917771;user-type= :shane_dbl!shane_dbl@shane_dbl.tmi.twitch.tv PRIVMSG #tinakitten :mega is good","message_id":"030e9f89-e9f0-4fc0-967c-db7b223a44e7","user_id":"2917771","username":"shane_dbl","text":"mega is good","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431089812,"stream_offset_ms":29718812}
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=twitch-recap-2023/1;client-nonce=0b324d2d4604431f9b173c1aef50b1d1;color=#803E3E;display-name=later_nerdz;emotes=;flags=;id=f6b02ce2-2a03-42a7-b74f-616fe15731bf;mod=0;room-id=42032495;source-badge-info=;source-badges=twitch-recap-2023/1;source-id=774bd9c3-7a66-4847-bb92-8191aba5fb27;source-only=0;source-room-id=93222834;subscriber=0;tmi-sent-ts=1784431092583;turbo=0;user-id=28368461;user-type= :later_nerdz!later_nerdz@later_nerdz.tmi.twitch.tv PRIVMSG #tinakitten :perfect!","message_id":"f6b02ce2-2a03-42a7-b74f-616fe15731bf","user_id":"28368461","username":"later_nerdz","text":"perfect!","badges":{"twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431092583,"stream_offset_ms":29721583}
diff --git a/data/tommypervan__20260719T031814627519.jsonl b/data/tommypervan__20260719T031814627519.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..618815bd74cac637dbf2093dd783feea871333af
--- /dev/null
+++ b/data/tommypervan__20260719T031814627519.jsonl
@@ -0,0 +1,9 @@
+{"channel":"tommypervan","raw_message":"@badge-info=subscriber/27;badges=moderator/1,subscriber/24,pokemon-30th-anniversary/1;client-nonce=e55a738f598640df992afbfa58cf4861;color=#8A2BE2;display-name=ShuraPantera;emotes=;first-msg=0;flags=;id=445010c2-038c-4147-9f66-be35a29a9943;mod=1;returning-chatter=0;room-id=62079764;subscriber=1;tmi-sent-ts=1784431085612;turbo=0;user-id=126291848;user-type=mod :shurapantera!shurapantera@shurapantera.tmi.twitch.tv PRIVMSG #tommypervan :por favor, están conversando un tema y dando opinión, NO SE PONGAN A DISCUTIR","message_id":"445010c2-038c-4147-9f66-be35a29a9943","user_id":"126291848","username":"shurapantera","text":"por favor, están conversando un tema y dando opinión, NO SE PONGAN A DISCUTIR","badges":{"moderator":"1","subscriber":"24","pokemon-30th-anniversary":"1"},"emotes":{},"tmi_sent_ts":1784431085612,"stream_offset_ms":6607612}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=2bac4793-9c6d-49d5-88d8-9ce949705218;color=#DAA520;display-name=perkiinql;emotes=;first-msg=0;flags=;id=9e2dc4ae-2626-41ba-a4aa-6698ab19eb53;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431086649;turbo=0;user-id=991220350;user-type= :perkiinql!perkiinql@perkiinql.tmi.twitch.tv PRIVMSG #tommypervan :Nadie es profeta en su propia tierra","message_id":"9e2dc4ae-2626-41ba-a4aa-6698ab19eb53","user_id":"991220350","username":"perkiinql","text":"Nadie es profeta en su propia tierra","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431086649,"stream_offset_ms":6608649}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=share-the-love/1;client-nonce=9077A645-1FFE-4BA3-8EF2-CAD56B91316E;color=#FF69B4;display-name=Helenkashi;emotes=;first-msg=0;flags=;id=79ac782b-fec4-4493-b59b-363a39c32d04;mod=0;reply-parent-display-name=Nikimss;reply-parent-msg-body=@Helenkashi\\sla\\smon\\sera\\sla\\smás\\spopular\\sde\\srojo,\\sno\\sse\\sfue\\spor\\sno\\sser\\squerida,\\sno\\stenía\\sidentidad\\smusical\\sy\\sel\\smercado\\sallá\\ses\\smás\\sgrande;reply-parent-msg-id=31d17eb9-cfdd-4c02-a799-fc1a15a79e95;reply-parent-user-id=142869187;reply-parent-user-login=nikimss;reply-thread-parent-display-name=Helenkashi;reply-thread-parent-msg-id=72b7b9b0-2d81-4158-9511-27ca3b9316f1;reply-thread-parent-user-id=267418657;reply-thread-parent-user-login=helenkashi;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431089818;turbo=0;user-id=267418657;user-type= :helenkashi!helenkashi@helenkashi.tmi.twitch.tv PRIVMSG #tommypervan :@Nikimss no dije que se fue a México por no ser querida xdd","message_id":"79ac782b-fec4-4493-b59b-363a39c32d04","user_id":"267418657","username":"helenkashi","text":"@Nikimss no dije que se fue a México por no ser querida xdd","badges":{"share-the-love":"1"},"emotes":{},"tmi_sent_ts":1784431089818,"stream_offset_ms":6611818}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=;client-nonce=4c40c1334b5142bc8b026f072f001f5b;color=#008000;display-name=TranceCode;emotes=;first-msg=0;flags=;id=a073060c-c83b-4f08-9191-c918fe4feedc;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431091002;turbo=0;user-id=110048181;user-type= :trancecode!trancecode@trancecode.tmi.twitch.tv PRIVMSG #tommypervan :ejemplo a lo felipito tenemos al Karol Dance, ese joven un pan de Dios 😂😂😂😂🤣🤣🤣🤣","message_id":"a073060c-c83b-4f08-9191-c918fe4feedc","user_id":"110048181","username":"trancecode","text":"ejemplo a lo felipito tenemos al Karol Dance, ese joven un pan de Dios 😂😂😂😂🤣🤣🤣🤣","badges":{},"emotes":{},"tmi_sent_ts":1784431091002,"stream_offset_ms":6613002}
+{"channel":"tommypervan","raw_message":"@badge-info=subscriber/27;badges=moderator/1,subscriber/24,pokemon-30th-anniversary/1;client-nonce=22968a200fcd428db5b6facc69d0dab9;color=#8A2BE2;display-name=ShuraPantera;emotes=;first-msg=0;flags=;id=17166c57-62ab-4b0d-865c-d85156eccd48;mod=1;returning-chatter=0;room-id=62079764;subscriber=1;tmi-sent-ts=1784431091370;turbo=0;user-id=126291848;user-type=mod :shurapantera!shurapantera@shurapantera.tmi.twitch.tv PRIVMSG #tommypervan :Va para TODOS","message_id":"17166c57-62ab-4b0d-865c-d85156eccd48","user_id":"126291848","username":"shurapantera","text":"Va para TODOS","badges":{"moderator":"1","subscriber":"24","pokemon-30th-anniversary":"1"},"emotes":{},"tmi_sent_ts":1784431091370,"stream_offset_ms":6613370}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=vip/1,scampuss/1;client-nonce=550d746833214ef8b1c88285dcf153dd;color=#FFEFB2;display-name=Jamitoh;emotes=;first-msg=0;flags=;id=aa4f9f4e-31bc-48b6-b6a3-4f563244747c;mod=0;reply-parent-display-name=ferrrrbrrrr;reply-parent-msg-body=yo\\sa\\sla\\scapri\\sla\\samaba,\\sse\\sfue\\sde\\sxile\\sx\\sun\\spico\\sy\\squede\\spicá;reply-parent-msg-id=562bb447-212c-4bd5-bd39-aaf6d4cd23c2;reply-parent-user-id=167843588;reply-parent-user-login=ferrrrbrrrr;reply-thread-parent-display-name=ferrrrbrrrr;reply-thread-parent-msg-id=562bb447-212c-4bd5-bd39-aaf6d4cd23c2;reply-thread-parent-user-id=167843588;reply-thread-parent-user-login=ferrrrbrrrr;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431091538;turbo=0;user-id=120038496;user-type=;vip=1 :jamitoh!jamitoh@jamitoh.tmi.twitch.tv PRIVMSG #tommypervan :@ferrrrbrrrr YIA ADSJKG","message_id":"aa4f9f4e-31bc-48b6-b6a3-4f563244747c","user_id":"120038496","username":"jamitoh","text":"@ferrrrbrrrr YIA ADSJKG","badges":{"vip":"1","scampuss":"1"},"emotes":{},"tmi_sent_ts":1784431091538,"stream_offset_ms":6613538}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=vip/1,crimson-butterfly/1;client-nonce=5ff20245ed96437da103f6e163b0ca5e;color=#FED2D2;display-name=catachis;emotes=;first-msg=0;flags=;id=4fdb724b-505a-49fa-a4a2-f13243656800;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431092213;turbo=0;user-id=590802810;user-type=;vip=1 :catachis!catachis@catachis.tmi.twitch.tv PRIVMSG #tommypervan :TOMAS SE ESTAN LIGANDO A TU NOVIA","message_id":"4fdb724b-505a-49fa-a4a2-f13243656800","user_id":"590802810","username":"catachis","text":"TOMAS SE ESTAN LIGANDO A TU NOVIA","badges":{"vip":"1","crimson-butterfly":"1"},"emotes":{},"tmi_sent_ts":1784431092213,"stream_offset_ms":6614213}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=vip/1,scampuss/1;client-nonce=dd8429819bab49a0b79d4c82e29e2df4;color=#FFEFB2;display-name=Jamitoh;emotes=;first-msg=0;flags=;id=2afaf2aa-7fc6-4961-beab-8f82671855db;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431093037;turbo=0;user-id=120038496;user-type=;vip=1 :jamitoh!jamitoh@jamitoh.tmi.twitch.tv PRIVMSG #tommypervan :perown","message_id":"2afaf2aa-7fc6-4961-beab-8f82671855db","user_id":"120038496","username":"jamitoh","text":"perown","badges":{"vip":"1","scampuss":"1"},"emotes":{},"tmi_sent_ts":1784431093037,"stream_offset_ms":6615037}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=arcane-season-2-premiere/1;client-nonce=DE2F18C0-122D-4B1A-9029-7F085E40630A;color=#00FF7F;display-name=onlytinchoo;emotes=;first-msg=0;flags=;id=6772ea74-2a00-47c0-9658-411ec773497a;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431094079;turbo=0;user-id=253262917;user-type= :onlytinchoo!onlytinchoo@onlytinchoo.tmi.twitch.tv PRIVMSG #tommypervan :80% mexa 20% chilito","message_id":"6772ea74-2a00-47c0-9658-411ec773497a","user_id":"253262917","username":"onlytinchoo","text":"80% mexa 20% chilito","badges":{"arcane-season-2-premiere":"1"},"emotes":{},"tmi_sent_ts":1784431094079,"stream_offset_ms":6616079}
diff --git a/data/transforms__20260719T031814631088.jsonl b/data/transforms__20260719T031814631088.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f4991141dfe2a57ad7f39024ca234fefc0ca476d
--- /dev/null
+++ b/data/transforms__20260719T031814631088.jsonl
@@ -0,0 +1 @@
+{"channel":"transforms","raw_message":"@badge-info=subscriber/2;badges=moderator/1,subscriber/0;color=;display-name=g2p4;emotes=;first-msg=0;flags=;id=3b0d3a50-997a-4600-939e-dbe9616ffcb4;mod=1;returning-chatter=0;room-id=438067685;subscriber=1;tmi-sent-ts=1784431088491;turbo=0;user-id=431054471;user-type=mod :g2p4!g2p4@g2p4.tmi.twitch.tv PRIVMSG #transforms :!heist 17","message_id":"3b0d3a50-997a-4600-939e-dbe9616ffcb4","user_id":"431054471","username":"g2p4","text":"!heist 17","badges":{"moderator":"1","subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431088491,"stream_offset_ms":87395491}
diff --git a/data/tsm_theoddone__20260719T031814632345.jsonl b/data/tsm_theoddone__20260719T031814632345.jsonl
new file mode 100644
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--- /dev/null
+++ b/data/tsm_theoddone__20260719T031814632345.jsonl
@@ -0,0 +1 @@
+{"channel":"tsm_theoddone","raw_message":"@badge-info=;badges=;client-nonce=715d3c748955486f806b4077b8cfc87c;color=#D2691E;display-name=weedlayer;emotes=;first-msg=0;flags=;id=2f8f9649-eb86-404b-b1c2-5f44fc03ae93;mod=0;returning-chatter=0;room-id=30080840;subscriber=0;tmi-sent-ts=1784431092007;turbo=0;user-id=36814178;user-type= :weedlayer!weedlayer@weedlayer.tmi.twitch.tv PRIVMSG #tsm_theoddone :Oddone almost on 10 stacks a minute POGGERS","message_id":"2f8f9649-eb86-404b-b1c2-5f44fc03ae93","user_id":"36814178","username":"weedlayer","text":"Oddone almost on 10 stacks a minute POGGERS","badges":{},"emotes":{},"tmi_sent_ts":1784431092007,"stream_offset_ms":22710007}
diff --git a/data/valorant_br__20260719T031814626645.jsonl b/data/valorant_br__20260719T031814626645.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1d5adbfb3f4851f1a209b9ca9a8736d123091e17
--- /dev/null
+++ b/data/valorant_br__20260719T031814626645.jsonl
@@ -0,0 +1,11 @@
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=gingko-leaf/1;client-nonce=63786fa3060740a699db1e9505dcad71;color=#8A2BE2;display-name=anya_vollakis;emotes=;first-msg=0;flags=;id=7da51d82-b240-4cfe-b1ee-b924d420a573;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431085030;turbo=0;user-id=644360393;user-type= :anya_vollakis!anya_vollakis@anya_vollakis.tmi.twitch.tv PRIVMSG #valorant_br :SKUBA","message_id":"7da51d82-b240-4cfe-b1ee-b924d420a573","user_id":"644360393","username":"anya_vollakis","text":"SKUBA","badges":{"gingko-leaf":"1"},"emotes":{},"tmi_sent_ts":1784431085030,"stream_offset_ms":25786030}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=f97e3bae-a88f-4c3f-a76b-90f31e45b307;color=#00FF7F;display-name=jmartinez11br;emotes=;first-msg=0;flags=;id=60cad676-8bc0-4141-8a57-541a065b372d;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431085112;turbo=0;user-id=183653660;user-type= :jmartinez11br!jmartinez11br@jmartinez11br.tmi.twitch.tv PRIVMSG #valorant_br :quanto ficou ?","message_id":"60cad676-8bc0-4141-8a57-541a065b372d","user_id":"183653660","username":"jmartinez11br","text":"quanto ficou ?","badges":{},"emotes":{},"tmi_sent_ts":1784431085112,"stream_offset_ms":25786112}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=d2622d63ec604324a6b4b728a56aefd9;color=#FF0000;display-name=kiyoshikouranrl;emotes=;first-msg=1;flags=;id=e75aafb0-c52a-49f5-b74c-d30b1cf33e9b;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431085682;turbo=0;user-id=946278028;user-type= :kiyoshikouranrl!kiyoshikouranrl@kiyoshikouranrl.tmi.twitch.tv PRIVMSG #valorant_br :NGM MANDA NADA","message_id":"e75aafb0-c52a-49f5-b74c-d30b1cf33e9b","user_id":"946278028","username":"kiyoshikouranrl","text":"NGM MANDA NADA","badges":{},"emotes":{},"tmi_sent_ts":1784431085682,"stream_offset_ms":25786682}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=4c8f716652424d8dac279105ac38f667;color=;display-name=bibiaribociies;emotes=;first-msg=0;flags=;id=7a51c963-1398-4054-87bd-57fba9f60a7c;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431089115;turbo=0;user-id=1265946606;user-type= :bibiaribociies!bibiaribociies@bibiaribociies.tmi.twitch.tv PRIVMSG #valorant_br :skuba","message_id":"7a51c963-1398-4054-87bd-57fba9f60a7c","user_id":"1265946606","username":"bibiaribociies","text":"skuba","badges":{},"emotes":{},"tmi_sent_ts":1784431089115,"stream_offset_ms":25790115}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=0205b706a83f41dfac7340f20e4656a7;color=#FF0000;display-name=kiyoshikouranrl;emotes=;first-msg=0;flags=;id=9033ce23-8860-4763-97cf-f5dbd72a000f;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431089285;turbo=0;user-id=946278028;user-type= :kiyoshikouranrl!kiyoshikouranrl@kiyoshikouranrl.tmi.twitch.tv PRIVMSG #valorant_br :PROTESTO","message_id":"9033ce23-8860-4763-97cf-f5dbd72a000f","user_id":"946278028","username":"kiyoshikouranrl","text":"PROTESTO","badges":{},"emotes":{},"tmi_sent_ts":1784431089285,"stream_offset_ms":25790285}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=premium/1;client-nonce=583ee774003a4a249e39b1c02228e4e2;color=#B22222;display-name=germanocarlos;emotes=;first-msg=0;flags=;id=ce2d291b-22a8-45b4-90dc-bbd71630cc04;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431092744;turbo=0;user-id=61686292;user-type= :germanocarlos!germanocarlos@germanocarlos.tmi.twitch.tv PRIVMSG #valorant_br :mada","message_id":"ce2d291b-22a8-45b4-90dc-bbd71630cc04","user_id":"61686292","username":"germanocarlos","text":"mada","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431092744,"stream_offset_ms":25793744}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=dc86f8b079aa4f7383edf0ee1d36b7bc;color=;display-name=zenne7777;emotes=;first-msg=0;flags=;id=5eaefd4d-b68b-4a39-90de-254d0a2cb9d9;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431093000;turbo=0;user-id=1500044164;user-type= :zenne7777!zenne7777@zenne7777.tmi.twitch.tv PRIVMSG #valorant_br :tck ?","message_id":"5eaefd4d-b68b-4a39-90de-254d0a2cb9d9","user_id":"1500044164","username":"zenne7777","text":"tck ?","badges":{},"emotes":{},"tmi_sent_ts":1784431093000,"stream_offset_ms":25794000}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=gone-bananas/1;client-nonce=5051932d290d48fdbc681ada9765193b;color=#FF69B4;display-name=alex_matte;emotes=;first-msg=0;flags=;id=20a04e97-5e50-437e-accc-cea18fb634cd;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431093264;turbo=0;user-id=152803586;user-type= :alex_matte!alex_matte@alex_matte.tmi.twitch.tv PRIVMSG #valorant_br :SKUBA","message_id":"20a04e97-5e50-437e-accc-cea18fb634cd","user_id":"152803586","username":"alex_matte","text":"SKUBA","badges":{"gone-bananas":"1"},"emotes":{},"tmi_sent_ts":1784431093264,"stream_offset_ms":25794264}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=jasontheween-7-day-survival/1;client-nonce=eecaa747a3c046cf92cb1980135c22d0;color=#0000FF;display-name=itsquiterio;emotes=;first-msg=0;flags=;id=87b07fdc-bda1-4326-9f49-85b0fa06ccbe;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431093580;turbo=0;user-id=497744172;user-type= :itsquiterio!itsquiterio@itsquiterio.tmi.twitch.tv PRIVMSG #valorant_br :PROTESTO","message_id":"87b07fdc-bda1-4326-9f49-85b0fa06ccbe","user_id":"497744172","username":"itsquiterio","text":"PROTESTO","badges":{"jasontheween-7-day-survival":"1"},"emotes":{},"tmi_sent_ts":1784431093580,"stream_offset_ms":25794580}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=fa01a0fb-d240-4380-b42c-9e2bece6b7ca;color=#00FF7F;display-name=jmartinez11br;emotes=;first-msg=0;flags=;id=98d50737-ea99-4956-b60e-fd174f235590;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431093998;turbo=0;user-id=183653660;user-type= :jmartinez11br!jmartinez11br@jmartinez11br.tmi.twitch.tv PRIVMSG #valorant_br :tem mais 1 jogo ?","message_id":"98d50737-ea99-4956-b60e-fd174f235590","user_id":"183653660","username":"jmartinez11br","text":"tem mais 1 jogo ?","badges":{},"emotes":{},"tmi_sent_ts":1784431093998,"stream_offset_ms":25794998}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=9351A42A-1C42-4E3F-8611-9015BE83CBA9;color=#008000;display-name=carecapeludo23;emotes=;first-msg=1;flags=;id=bb400698-3caa-4f83-91f8-4ea864d3169e;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431094195;turbo=0;user-id=1329599662;user-type= :carecapeludo23!carecapeludo23@carecapeludo23.tmi.twitch.tv PRIVMSG #valorant_br :skuba","message_id":"bb400698-3caa-4f83-91f8-4ea864d3169e","user_id":"1329599662","username":"carecapeludo23","text":"skuba","badges":{},"emotes":{},"tmi_sent_ts":1784431094195,"stream_offset_ms":25795195}
diff --git a/data/wissksrr__20260719T031814629684.jsonl b/data/wissksrr__20260719T031814629684.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..48933d651798ca198018f8de02eb32e36cb6781b
--- /dev/null
+++ b/data/wissksrr__20260719T031814629684.jsonl
@@ -0,0 +1,8 @@
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=stream-for-humanity-2-2025/1;client-nonce=81b17db9-0679-460a-a50f-b0a0d4db99d9;color=#FF4500;display-name=Ilimi_T;emote-only=1;emotes=425618:0-2;first-msg=0;flags=;id=3a7f7e5e-e510-43ef-a632-d0ebc0ad9cb3;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431087041;turbo=0;user-id=137550946;user-type= :ilimi_t!ilimi_t@ilimi_t.tmi.twitch.tv PRIVMSG #wissksrr :LUL","message_id":"3a7f7e5e-e510-43ef-a632-d0ebc0ad9cb3","user_id":"137550946","username":"ilimi_t","text":"LUL","badges":{"stream-for-humanity-2-2025":"1"},"emotes":{"425618":["0-2"]},"tmi_sent_ts":1784431087041,"stream_offset_ms":31686041}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=573425cabd0444fba29931bda6f27b6f;color=#FF4500;display-name=rayaneu13;emotes=;first-msg=0;flags=;id=817e0d03-7a8a-4894-b72d-fc9fd404dd20;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431089981;turbo=0;user-id=1408328590;user-type= :rayaneu13!rayaneu13@rayaneu13.tmi.twitch.tv PRIVMSG #wissksrr :LE REICH","message_id":"817e0d03-7a8a-4894-b72d-fc9fd404dd20","user_id":"1408328590","username":"rayaneu13","text":"LE REICH","badges":{},"emotes":{},"tmi_sent_ts":1784431089981,"stream_offset_ms":31688981}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=stream-for-humanity-2-2025/1;client-nonce=03AFA1E5-5ED1-46B7-A690-6742B3A26C11;color=#0000FF;display-name=slmaa212_;emotes=;first-msg=0;flags=;id=6063390d-468f-415d-9863-e909de77b7e0;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431090516;turbo=0;user-id=789657294;user-type= :slmaa212_!slmaa212_@slmaa212_.tmi.twitch.tv PRIVMSG #wissksrr :MMDRR","message_id":"6063390d-468f-415d-9863-e909de77b7e0","user_id":"789657294","username":"slmaa212_","text":"MMDRR","badges":{"stream-for-humanity-2-2025":"1"},"emotes":{},"tmi_sent_ts":1784431090516,"stream_offset_ms":31689516}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=19E7A0B5-8DCA-46A1-B138-70786817FACA;color=;display-name=yaniiiiiiisss_aklaw;emotes=;first-msg=0;flags=;id=f5b238fe-885c-4622-a91e-95e0dab32c1e;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431090836;turbo=0;user-id=823679452;user-type= :yaniiiiiiisss_aklaw!yaniiiiiiisss_aklaw@yaniiiiiiisss_aklaw.tmi.twitch.tv PRIVMSG #wissksrr :ah tss que j’ai du mal avec l’hypnose à y croire","message_id":"f5b238fe-885c-4622-a91e-95e0dab32c1e","user_id":"823679452","username":"yaniiiiiiisss_aklaw","text":"ah tss que j’ai du mal avec l’hypnose à y croire","badges":{},"emotes":{},"tmi_sent_ts":1784431090836,"stream_offset_ms":31689836}
+{"channel":"wissksrr","raw_message":"@badge-info=subscriber/3;badges=subscriber/0,zevent25/1;client-nonce=BAC371FB-5509-49AE-8423-D950B8DC8046;color=#00FF7F;display-name=Nueveee_170;emotes=;first-msg=0;flags=;id=485cc344-fbb9-44d6-bed2-3af9e4b13c50;mod=0;returning-chatter=0;room-id=153276545;subscriber=1;tmi-sent-ts=1784431093084;turbo=0;user-id=1208406290;user-type= :nueveee_170!nueveee_170@nueveee_170.tmi.twitch.tv PRIVMSG #wissksrr :mdrrr","message_id":"485cc344-fbb9-44d6-bed2-3af9e4b13c50","user_id":"1208406290","username":"nueveee_170","text":"mdrrr","badges":{"subscriber":"0","zevent25":"1"},"emotes":{},"tmi_sent_ts":1784431093084,"stream_offset_ms":31692084}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=b361412ff9c04722bb1a989d6328f1f7;color=;display-name=melpostropbonnesah;emotes=;first-msg=0;flags=;id=5a7ad690-7faf-44a1-b5fa-e611a53cf5e6;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431093452;turbo=0;user-id=1476454099;user-type= :melpostropbonnesah!melpostropbonnesah@melpostropbonnesah.tmi.twitch.tv PRIVMSG #wissksrr :MDRRRRRRRRRRRR","message_id":"5a7ad690-7faf-44a1-b5fa-e611a53cf5e6","user_id":"1476454099","username":"melpostropbonnesah","text":"MDRRRRRRRRRRRR","badges":{},"emotes":{},"tmi_sent_ts":1784431093452,"stream_offset_ms":31692452}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=subtember-2024/1;client-nonce=523E97B7-D7F4-4528-A439-5178267D1BC0;color=#FF0000;display-name=kebicheee;emote-only=1;emotes=425618:0-2,4-6,8-10,12-14;first-msg=0;flags=;id=ab072c64-cb29-4fc4-a135-13aa77e53816;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431093705;turbo=0;user-id=1033836963;user-type= :kebicheee!kebicheee@kebicheee.tmi.twitch.tv PRIVMSG #wissksrr :LUL LUL LUL LUL","message_id":"ab072c64-cb29-4fc4-a135-13aa77e53816","user_id":"1033836963","username":"kebicheee","text":"LUL LUL LUL LUL","badges":{"subtember-2024":"1"},"emotes":{"425618":["0-2","4-6","8-10","12-14"]},"tmi_sent_ts":1784431093705,"stream_offset_ms":31692705}
+{"channel":"wissksrr","raw_message":"@badge-info=subscriber/2;badges=subscriber/0;client-nonce=0D2C9B98-2025-4B21-9BBE-D109AEBCB0D5;color=;display-name=salma_aa212;emotes=;first-msg=0;flags=;id=ea01ea18-bcf4-4953-bc7b-eeb991ee5dbb;mod=0;returning-chatter=0;room-id=153276545;subscriber=1;tmi-sent-ts=1784431094423;turbo=0;user-id=1450436461;user-type= :salma_aa212!salma_aa212@salma_aa212.tmi.twitch.tv PRIVMSG #wissksrr :🤣🤣🤣","message_id":"ea01ea18-bcf4-4953-bc7b-eeb991ee5dbb","user_id":"1450436461","username":"salma_aa212","text":"🤣🤣🤣","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431094423,"stream_offset_ms":31693423}
diff --git a/data/xhalli4x__20260719T031814625788.jsonl b/data/xhalli4x__20260719T031814625788.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7ca893394accddb3bc7f40195f76c24950696b7f
--- /dev/null
+++ b/data/xhalli4x__20260719T031814625788.jsonl
@@ -0,0 +1,6 @@
+{"channel":"xhalli4x","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=B4655BF0-5341-4BC5-A692-C965B34AFB02;color=;display-name=m1yunhen;emotes=;first-msg=0;flags=;id=ce6414b1-a2c7-4385-84fa-af53b5218ba2;mod=0;returning-chatter=0;room-id=147242239;subscriber=1;tmi-sent-ts=1784431084956;turbo=0;user-id=1503338732;user-type= :m1yunhen!m1yunhen@m1yunhen.tmi.twitch.tv PRIVMSG #xhalli4x :また変わってて草","message_id":"ce6414b1-a2c7-4385-84fa-af53b5218ba2","user_id":"1503338732","username":"m1yunhen","text":"また変わってて草","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431084956,"stream_offset_ms":46312956}
+{"channel":"xhalli4x","raw_message":"@badge-info=;badges=;client-nonce=4208479F-FFB8-431B-99F3-F6D524692451;color=;display-name=machico2011;emotes=;first-msg=0;flags=;id=d541a7c9-70f9-402d-9582-ce3cc8156342;mod=0;returning-chatter=0;room-id=147242239;subscriber=0;tmi-sent-ts=1784431085627;turbo=0;user-id=1069285113;user-type= :machico2011!machico2011@machico2011.tmi.twitch.tv PRIVMSG #xhalli4x :ww","message_id":"d541a7c9-70f9-402d-9582-ce3cc8156342","user_id":"1069285113","username":"machico2011","text":"ww","badges":{},"emotes":{},"tmi_sent_ts":1784431085627,"stream_offset_ms":46313627}
+{"channel":"xhalli4x","raw_message":"@badge-info=;badges=;client-nonce=040DC176-68B9-4378-9571-3836EA7D0929;color=;display-name=ertgm;emotes=;first-msg=0;flags=;id=f165cb32-c4b6-4a10-8e86-4eabc6e469bf;mod=0;returning-chatter=0;room-id=147242239;subscriber=0;tmi-sent-ts=1784431085972;turbo=0;user-id=480736017;user-type= :ertgm!ertgm@ertgm.tmi.twitch.tv PRIVMSG #xhalli4x :w","message_id":"f165cb32-c4b6-4a10-8e86-4eabc6e469bf","user_id":"480736017","username":"ertgm","text":"w","badges":{},"emotes":{},"tmi_sent_ts":1784431085972,"stream_offset_ms":46313972}
+{"channel":"xhalli4x","raw_message":"@badge-info=;badges=blossom-badge/4;client-nonce=d29c230385e74f58b9ef645aebdc000f;color=#5F9EA0;display-name=hag4ta;emotes=;first-msg=0;flags=;id=d5d057ef-338a-409b-8868-70d08e3e47d1;mod=0;returning-chatter=0;room-id=147242239;subscriber=0;tmi-sent-ts=1784431087322;turbo=0;user-id=815929851;user-type= :hag4ta!hag4ta@hag4ta.tmi.twitch.tv PRIVMSG #xhalli4x :あーあ黒人差別だ","message_id":"d5d057ef-338a-409b-8868-70d08e3e47d1","user_id":"815929851","username":"hag4ta","text":"あーあ黒人差別だ","badges":{"blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431087322,"stream_offset_ms":46315322}
+{"channel":"xhalli4x","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,went-outside/1;client-nonce=399AC504-49D2-44F2-8A9F-01423AA25863;color=#D2E1FF;display-name=夜の踊り子;emotes=;first-msg=0;flags=;id=e9626bd2-a9e8-4588-af09-2698dd52974f;mod=0;returning-chatter=0;room-id=147242239;subscriber=1;tmi-sent-ts=1784431088737;turbo=0;user-id=1492969214;user-type= :fromis9_tw!fromis9_tw@fromis9_tw.tmi.twitch.tv PRIVMSG #xhalli4x :また入れ替わってるw","message_id":"e9626bd2-a9e8-4588-af09-2698dd52974f","user_id":"1492969214","username":"fromis9_tw","text":"また入れ替わってるw","badges":{"subscriber":"0","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431088737,"stream_offset_ms":46316737}
+{"channel":"xhalli4x","raw_message":"@badge-info=;badges=;client-nonce=679150f8ed484c768639a42fe07ebdd0;color=#00D0B9;display-name=Nelimonooo;emotes=;first-msg=0;flags=;id=92045eaa-20ce-4b00-b0a6-a1d713155475;mod=0;returning-chatter=0;room-id=147242239;subscriber=0;tmi-sent-ts=1784431091736;turbo=0;user-id=657635966;user-type= :nelimonooo!nelimonooo@nelimonooo.tmi.twitch.tv PRIVMSG #xhalli4x :トリックだよ","message_id":"92045eaa-20ce-4b00-b0a6-a1d713155475","user_id":"657635966","username":"nelimonooo","text":"トリックだよ","badges":{},"emotes":{},"tmi_sent_ts":1784431091736,"stream_offset_ms":46319736}
diff --git a/data/zenn__20260719T031814629955.jsonl b/data/zenn__20260719T031814629955.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..edb0a70d470ce7a3ac0f32d5bf9b82bd8b0a85d7
--- /dev/null
+++ b/data/zenn__20260719T031814629955.jsonl
@@ -0,0 +1,2 @@
+{"channel":"zenn","raw_message":"@badge-info=subscriber/14;badges=moderator/1,subscriber/9,hype-train/2;client-nonce=c7b014a1dc8041149a1d0253b7bf776a;color=#FFFFFF;display-name=1pixal;emotes=;first-msg=0;flags=;id=d4661a4a-1e74-4c30-bd3c-b7d795bdb93e;mod=1;reply-parent-display-name=swagvvs;reply-parent-msg-body=why\\sdid\\su\\sstop\\sstreaming\\sfor\\sa\\slil;reply-parent-msg-id=bfc1204b-df36-45ad-8c7c-c985a5f03e1c;reply-parent-user-id=1012907518;reply-parent-user-login=swagvvs;reply-thread-parent-display-name=swagvvs;reply-thread-parent-msg-id=bfc1204b-df36-45ad-8c7c-c985a5f03e1c;reply-thread-parent-user-id=1012907518;reply-thread-parent-user-login=swagvvs;returning-chatter=0;room-id=702583357;subscriber=1;tmi-sent-ts=1784431087582;turbo=0;user-id=1212633703;user-type=mod :1pixal!1pixal@1pixal.tmi.twitch.tv PRIVMSG #zenn :@swagvvs he was away","message_id":"d4661a4a-1e74-4c30-bd3c-b7d795bdb93e","user_id":"1212633703","username":"1pixal","text":"@swagvvs he was away","badges":{"moderator":"1","subscriber":"9","hype-train":"2"},"emotes":{},"tmi_sent_ts":1784431087582,"stream_offset_ms":3691582}
+{"channel":"zenn","raw_message":"@badge-info=;badges=;client-nonce=d358f9469e5d4288ac5ae013c41f1feb;color=;display-name=Fuelware;emotes=;first-msg=0;flags=;id=8ba63c7e-e913-4d46-b50b-429d645a2dd6;mod=0;returning-chatter=0;room-id=702583357;subscriber=0;tmi-sent-ts=1784431088752;turbo=0;user-id=1457990101;user-type= :fuelware!fuelware@fuelware.tmi.twitch.tv PRIVMSG #zenn :yo did you qual ewc lan","message_id":"8ba63c7e-e913-4d46-b50b-429d645a2dd6","user_id":"1457990101","username":"fuelware","text":"yo did you qual ewc lan","badges":{},"emotes":{},"tmi_sent_ts":1784431088752,"stream_offset_ms":3692752}
diff --git a/data/zherarrr__20260719T031814629100.jsonl b/data/zherarrr__20260719T031814629100.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..55f2732c2498a6b7d6ad7dd2037df47b2df17feb
--- /dev/null
+++ b/data/zherarrr__20260719T031814629100.jsonl
@@ -0,0 +1 @@
+{"channel":"zherarrr","raw_message":"@badge-info=;badges=;client-nonce=bd9906f4-a8c5-41e3-b958-81b3d2ec8fe1;color=#00FF7F;display-name=Tokcikmen;emotes=;first-msg=0;flags=;id=1e654e71-9b68-4701-b15d-cc6c712c7207;mod=0;returning-chatter=0;room-id=500116931;subscriber=0;tmi-sent-ts=1784431086467;turbo=0;user-id=499060083;user-type= :tokcikmen!tokcikmen@tokcikmen.tmi.twitch.tv PRIVMSG #zherarrr :Што за пещера под настройками?","message_id":"1e654e71-9b68-4701-b15d-cc6c712c7207","user_id":"499060083","username":"tokcikmen","text":"Што за пещера под настройками?","badges":{},"emotes":{},"tmi_sent_ts":1784431086467,"stream_offset_ms":27991467}
diff --git a/data/zoomaa__20260719T031814627586.jsonl b/data/zoomaa__20260719T031814627586.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94858a7c7f9987bcdbe936ba1bcf9227bce93757
--- /dev/null
+++ b/data/zoomaa__20260719T031814627586.jsonl
@@ -0,0 +1,5 @@
+{"channel":"zoomaa","raw_message":"@badge-info=;badges=subtember-2024/1;client-nonce=F6128580-D2E3-476E-9D47-99E1F97D68CF;color=#FF0000;display-name=peanutheadchris;emotes=;first-msg=0;flags=;id=e54a68a6-9166-4cf8-87c4-d78e3c52678f;mod=0;returning-chatter=0;room-id=105584645;subscriber=0;tmi-sent-ts=1784431085629;turbo=0;user-id=459836591;user-type= :peanutheadchris!peanutheadchris@peanutheadchris.tmi.twitch.tv PRIVMSG #zoomaa :Attach Ben call you a Yapper said you use 6 sentences for something that’s needs 2","message_id":"e54a68a6-9166-4cf8-87c4-d78e3c52678f","user_id":"459836591","username":"peanutheadchris","text":"Attach Ben call you a Yapper said you use 6 sentences for something that’s needs 2","badges":{"subtember-2024":"1"},"emotes":{},"tmi_sent_ts":1784431085629,"stream_offset_ms":31542629}
+{"channel":"zoomaa","raw_message":"@badge-info=subscriber/9;badges=subscriber/9,turbo/1;client-nonce=0FBE0C48-2CFB-44E1-88DE-6D2316567FDC;color=#1E0054;display-name=MaIachj;emotes=;first-msg=0;flags=;id=30e806db-8c99-46d0-89da-44ca8c9304c4;mod=0;returning-chatter=0;room-id=105584645;subscriber=1;tmi-sent-ts=1784431088301;turbo=1;user-id=818828989;user-type= :maiachj!maiachj@maiachj.tmi.twitch.tv PRIVMSG #zoomaa :classic performance outta 0.6","message_id":"30e806db-8c99-46d0-89da-44ca8c9304c4","user_id":"818828989","username":"maiachj","text":"classic performance outta 0.6","badges":{"subscriber":"9","turbo":"1"},"emotes":{},"tmi_sent_ts":1784431088301,"stream_offset_ms":31545301}
+{"channel":"zoomaa","raw_message":"@badge-info=;badges=ewc-2026-diamond/1;client-nonce=43373290352543d5b003c6966e5d14e6;color=#1E90FF;display-name=AarBagg16;emotes=;first-msg=0;flags=;id=0177c89c-e241-4b8d-bd6b-206dcfd4e29f;mod=0;returning-chatter=0;room-id=105584645;subscriber=0;tmi-sent-ts=1784431089695;turbo=0;user-id=181610149;user-type= :aarbagg16!aarbagg16@aarbagg16.tmi.twitch.tv PRIVMSG #zoomaa :Envoy is a guarenteed .70 its insane","message_id":"0177c89c-e241-4b8d-bd6b-206dcfd4e29f","user_id":"181610149","username":"aarbagg16","text":"Envoy is a guarenteed .70 its insane","badges":{"ewc-2026-diamond":"1"},"emotes":{},"tmi_sent_ts":1784431089695,"stream_offset_ms":31546695}
+{"channel":"zoomaa","raw_message":"@badge-info=subscriber/65;badges=subscriber/60,black-ops-7-global-launch/1;client-nonce=db1c5f3f-6ef8-45c5-8cde-ce868b39d0d4;color=#00FF7F;display-name=curlsquad;emotes=;first-msg=0;flags=;id=ec7afe4d-6b00-4088-87ad-f70eeca208c7;mod=0;returning-chatter=0;room-id=105584645;subscriber=1;tmi-sent-ts=1784431090417;turbo=0;user-id=99285154;user-type= :curlsquad!curlsquad@curlsquad.tmi.twitch.tv PRIVMSG #zoomaa :@xaji_ underestimated falcons","message_id":"ec7afe4d-6b00-4088-87ad-f70eeca208c7","user_id":"99285154","username":"curlsquad","text":"@xaji_ underestimated falcons","badges":{"subscriber":"60","black-ops-7-global-launch":"1"},"emotes":{},"tmi_sent_ts":1784431090417,"stream_offset_ms":31547417}
+{"channel":"zoomaa","raw_message":"@badge-info=subscriber/19;badges=subscriber/12,twitchcon2018/1;client-nonce=945CBC13-3055-4561-AB81-E1D63909A204;color=#8ADAEB;display-name=yShaef;emotes=;first-msg=0;flags=;id=37e46396-a5c8-41fd-bb96-392c3ff20d62;mod=0;returning-chatter=0;room-id=105584645;subscriber=1;tmi-sent-ts=1784431090832;turbo=0;user-id=147393089;user-type= :yshaef!yshaef@yshaef.tmi.twitch.tv PRIVMSG #zoomaa :you a .6 twin","message_id":"37e46396-a5c8-41fd-bb96-392c3ff20d62","user_id":"147393089","username":"yshaef","text":"you a .6 twin","badges":{"subscriber":"12","twitchcon2018":"1"},"emotes":{},"tmi_sent_ts":1784431090832,"stream_offset_ms":31547832}
diff --git a/data/zubarefff_3552310__20260719T031814626750.jsonl b/data/zubarefff_3552310__20260719T031814626750.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2da352c5baffd202b859defbb879b59a5a415b1c
--- /dev/null
+++ b/data/zubarefff_3552310__20260719T031814626750.jsonl
@@ -0,0 +1,10 @@
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=9018114f-9693-4cfb-9d5b-409b2418707c;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431085096;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"9018114f-9693-4cfb-9d5b-409b2418707c","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431085096,"stream_offset_ms":2858096}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=55657a16-ec2d-4555-a530-9bc62da5c348;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431086097;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"55657a16-ec2d-4555-a530-9bc62da5c348","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431086097,"stream_offset_ms":2859097}
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+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=95291261-2333-43c6-a7bd-0c5321f77c6e;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431091100;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"95291261-2333-43c6-a7bd-0c5321f77c6e","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431091100,"stream_offset_ms":2864100}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=605ef9c0-dd5d-4a7b-8c69-6faa3932af8e;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431092100;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"605ef9c0-dd5d-4a7b-8c69-6faa3932af8e","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431092100,"stream_offset_ms":2865100}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=f870389a-02ae-49a4-ae28-4bc3c517f7ba;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431093102;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"f870389a-02ae-49a4-ae28-4bc3c517f7ba","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431093102,"stream_offset_ms":2866102}
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