diff --git a/data/0elita__20260719T032645428238.jsonl b/data/0elita__20260719T032645428238.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4f3379c3ef9e4dad517cb306409b632f744c425e
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diff --git a/data/2xrakai__20260719T032645423370.jsonl b/data/2xrakai__20260719T032645423370.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e7e5e39b59ccd660cd592a2fec21ee6e740806c7
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+{"channel":"2xrakai","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=9E26DEB7-0BB3-47D1-8B59-D88390DA5FD2;color=#B22222;display-name=2wavygzzly;emotes=;first-msg=0;flags=;id=d9e362b7-a5ad-4827-9c5b-9d8044f8ae91;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431602743;turbo=0;user-id=1378958327;user-type= :2wavygzzly!2wavygzzly@2wavygzzly.tmi.twitch.tv PRIVMSG #2xrakai :F BOMBB","message_id":"d9e362b7-a5ad-4827-9c5b-9d8044f8ae91","user_id":"1378958327","username":"2wavygzzly","text":"F BOMBB","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431602743,"stream_offset_ms":33161743}
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+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=0120420b-cf8a-48a5-8cca-a0872fdb3998;color=;display-name=dra_gon111;emotes=;first-msg=0;flags=24-31:P.3;id=d3038770-b981-42e6-827f-d047c9012e40;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431602804;turbo=0;user-id=1210102337;user-type= :dra_gon111!dra_gon111@dra_gon111.tmi.twitch.tv PRIVMSG #2xrakai :Rakai go crazy bro like dead ass tomorrow the last day gng have fun and violate gng go crazy","message_id":"d3038770-b981-42e6-827f-d047c9012e40","user_id":"1210102337","username":"dra_gon111","text":"Rakai go crazy bro like dead ass tomorrow the last day gng have fun and violate gng go crazy","badges":{},"emotes":{},"tmi_sent_ts":1784431602804,"stream_offset_ms":33161804}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=twitch-recap-2023/1;client-nonce=e88f627e37fb47e48a0efc8c803a0d27;color=#FF69B4;display-name=snrainz;emotes=;first-msg=0;flags=;id=a4482a15-cb72-4f3f-b6d8-84f35054be72;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431602952;turbo=0;user-id=403918819;user-type= :snrainz!snrainz@snrainz.tmi.twitch.tv PRIVMSG #2xrakai :she going to the cafeteria","message_id":"a4482a15-cb72-4f3f-b6d8-84f35054be72","user_id":"403918819","username":"snrainz","text":"she going to the cafeteria","badges":{"twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431602952,"stream_offset_ms":33161952}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=8E66D3F5-20E6-4CA7-94B6-E50E99289596;color=;display-name=ray2shifty2;emotes=;first-msg=0;flags=;id=4f39828e-0f69-4cd1-8215-8469d2c570f1;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603118;turbo=0;user-id=1520584918;user-type= :ray2shifty2!ray2shifty2@ray2shifty2.tmi.twitch.tv PRIVMSG #2xrakai :she going to the car","message_id":"4f39828e-0f69-4cd1-8215-8469d2c570f1","user_id":"1520584918","username":"ray2shifty2","text":"she going to the car","badges":{},"emotes":{},"tmi_sent_ts":1784431603118,"stream_offset_ms":33162118}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;color=;display-name=grandpajoeqwer;emotes=;first-msg=0;flags=;id=c8c50677-9618-47e8-ba8c-777a60bb1c0e;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603252;turbo=0;user-id=1209521824;user-type= :grandpajoeqwer!grandpajoeqwer@grandpajoeqwer.tmi.twitch.tv PRIVMSG #2xrakai :firework","message_id":"c8c50677-9618-47e8-ba8c-777a60bb1c0e","user_id":"1209521824","username":"grandpajoeqwer","text":"firework","badges":{},"emotes":{},"tmi_sent_ts":1784431603252,"stream_offset_ms":33162252}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;color=;display-name=heyykjbusy;emotes=;first-msg=0;flags=;id=7351111a-1952-4126-9dc5-b0efdc1469c7;mod=0;msg-id=highlighted-message;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603261;turbo=0;user-id=1449853956;user-type= :heyykjbusy!heyykjbusy@heyykjbusy.tmi.twitch.tv PRIVMSG #2xrakai :TWO MAN MISSON","message_id":"7351111a-1952-4126-9dc5-b0efdc1469c7","user_id":"1449853956","username":"heyykjbusy","text":"TWO MAN MISSON","badges":{},"emotes":{},"tmi_sent_ts":1784431603261,"stream_offset_ms":33162261}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=8038994C-E2D0-47D5-B01F-79D7B0BBF54F;color=;display-name=doloee3;emotes=;first-msg=0;flags=;id=d92b36d8-3520-46b0-b9e6-874084c89c37;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603308;turbo=0;user-id=1314395290;user-type= :doloee3!doloee3@doloee3.tmi.twitch.tv PRIVMSG #2xrakai :he not onna bus 😹😹","message_id":"d92b36d8-3520-46b0-b9e6-874084c89c37","user_id":"1314395290","username":"doloee3","text":"he not onna bus 😹😹","badges":{},"emotes":{},"tmi_sent_ts":1784431603308,"stream_offset_ms":33162308}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=e98d7bac-93a3-432f-abca-684fb417c6fd;color=;display-name=she_kp;emotes=;first-msg=1;flags=;id=f8a6be0a-e04c-4791-86c7-e361f1be9e0b;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603322;turbo=0;user-id=1520507546;user-type= :she_kp!she_kp@she_kp.tmi.twitch.tv PRIVMSG #2xrakai :Go get fire work","message_id":"f8a6be0a-e04c-4791-86c7-e361f1be9e0b","user_id":"1520507546","username":"she_kp","text":"Go get fire work","badges":{},"emotes":{},"tmi_sent_ts":1784431603322,"stream_offset_ms":33162322}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=turbo/1;color=;display-name=440nejj;emotes=;first-msg=0;flags=;id=0bb6051a-18f5-4efe-a13c-526a0e3ff110;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603439;turbo=1;user-id=1314287042;user-type= :440nejj!440nejj@440nejj.tmi.twitch.tv PRIVMSG #2xrakai :nooo","message_id":"0bb6051a-18f5-4efe-a13c-526a0e3ff110","user_id":"1314287042","username":"440nejj","text":"nooo","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431603439,"stream_offset_ms":33162439}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=DA6A6C31-EF2E-400C-9002-D22B8C780187;color=;display-name=gina1bella;emotes=;first-msg=0;flags=;id=a7964348-a8f8-486f-b294-f557a21ccc3f;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603500;turbo=0;user-id=1098101714;user-type= :gina1bella!gina1bella@gina1bella.tmi.twitch.tv PRIVMSG #2xrakai :FUNNYMIKE DONJULIO IN THE DEAN OFFICE","message_id":"a7964348-a8f8-486f-b294-f557a21ccc3f","user_id":"1098101714","username":"gina1bella","text":"FUNNYMIKE DONJULIO IN THE DEAN OFFICE","badges":{},"emotes":{},"tmi_sent_ts":1784431603500,"stream_offset_ms":33162500}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=db666735-2369-4532-ab68-d797185d228f;color=;display-name=thebiggestbeefsteaky;emotes=;first-msg=0;flags=;id=54126ac6-ecba-430e-b3ca-67a7007d149d;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603566;turbo=0;user-id=1521022877;user-type= :thebiggestbeefsteaky!thebiggestbeefsteaky@thebiggestbeefsteaky.tmi.twitch.tv PRIVMSG #2xrakai :NOOOOOOOO POO","message_id":"54126ac6-ecba-430e-b3ca-67a7007d149d","user_id":"1521022877","username":"thebiggestbeefsteaky","text":"NOOOOOOOO POO","badges":{},"emotes":{},"tmi_sent_ts":1784431603566,"stream_offset_ms":33162566}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=no_video/1;client-nonce=ea90dad70c264cd0b4b4f33e2ff5aa47;color=#FF0000;display-name=CalebFam1;emotes=;first-msg=0;flags=;id=98aa732a-f015-4de3-84ea-bff18e8194cc;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603657;turbo=0;user-id=1287814569;user-type= :calebfam1!calebfam1@calebfam1.tmi.twitch.tv PRIVMSG #2xrakai :save kai save kai","message_id":"98aa732a-f015-4de3-84ea-bff18e8194cc","user_id":"1287814569","username":"calebfam1","text":"save kai save kai","badges":{"no_video":"1"},"emotes":{},"tmi_sent_ts":1784431603657,"stream_offset_ms":33162657}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=premium/1;client-nonce=37cd95be9e474f69a1d1fb1cf2c01acd;color=#37FF00;display-name=qrowlol;emotes=;first-msg=0;flags=;id=d77a9a35-5fdc-449d-8447-6580dd0d772e;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603695;turbo=0;user-id=136363051;user-type= :qrowlol!qrowlol@qrowlol.tmi.twitch.tv PRIVMSG #2xrakai :wwwwwww","message_id":"d77a9a35-5fdc-449d-8447-6580dd0d772e","user_id":"136363051","username":"qrowlol","text":"wwwwwww","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431603695,"stream_offset_ms":33162695}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=52EF9770-1FBC-4B42-9E44-7207E4592DB5;color=;display-name=ghostboy150_;emotes=;first-msg=0;flags=;id=0fb7b567-8aef-41bb-8df2-cb500dd2b9f6;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603842;turbo=0;user-id=1372969713;user-type= :ghostboy150_!ghostboy150_@ghostboy150_.tmi.twitch.tv PRIVMSG #2xrakai :deodorant…..::","message_id":"0fb7b567-8aef-41bb-8df2-cb500dd2b9f6","user_id":"1372969713","username":"ghostboy150_","text":"deodorant…..::","badges":{},"emotes":{},"tmi_sent_ts":1784431603842,"stream_offset_ms":33162842}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=8FB52BA9-EDB0-4DC5-82F7-992CE94F602A;color=;display-name=qmikel_;emotes=;first-msg=0;flags=;id=6632f752-b7c0-4520-b393-63dd81f1402f;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431603990;turbo=0;user-id=680329860;user-type= :qmikel_!qmikel_@qmikel_.tmi.twitch.tv PRIVMSG #2xrakai :!watchtime","message_id":"6632f752-b7c0-4520-b393-63dd81f1402f","user_id":"680329860","username":"qmikel_","text":"!watchtime","badges":{},"emotes":{},"tmi_sent_ts":1784431603990,"stream_offset_ms":33162990}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=E766D859-2EFE-42BF-9F4C-4A146DA38E0B;color=;display-name=bankrollbjay15;emotes=;first-msg=0;flags=10-12:P.3;id=72171188-ccf7-4f65-b832-a31080f6451f;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431604156;turbo=0;user-id=1521452542;user-type= :bankrollbjay15!bankrollbjay15@bankrollbjay15.tmi.twitch.tv PRIVMSG #2xrakai :yo get yo ass up and do it","message_id":"72171188-ccf7-4f65-b832-a31080f6451f","user_id":"1521452542","username":"bankrollbjay15","text":"yo get yo ass up and do it","badges":{},"emotes":{},"tmi_sent_ts":1784431604156,"stream_offset_ms":33163156}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=raging-wolf-helm/1;client-nonce=15B518B0-C0DC-4FD0-B82A-2858328B12B8;color=#FF0000;display-name=DnoOnDnd;emotes=;first-msg=0;flags=;id=4edaedca-f5c0-42f6-9526-798569411cab;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431604168;turbo=0;user-id=882845189;user-type= :dnoondnd!dnoondnd@dnoondnd.tmi.twitch.tv PRIVMSG #2xrakai :DEAN OFFICEEEE","message_id":"4edaedca-f5c0-42f6-9526-798569411cab","user_id":"882845189","username":"dnoondnd","text":"DEAN OFFICEEEE","badges":{"raging-wolf-helm":"1"},"emotes":{},"tmi_sent_ts":1784431604168,"stream_offset_ms":33163168}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=premium/1;client-nonce=2ed7ca5136d84edca8e95f4164259918;color=#FF0000;display-name=hbkuzii;emotes=;first-msg=1;flags=;id=f1a70225-ef14-4956-b401-4499252e3308;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431604150;turbo=0;user-id=633992476;user-type= :hbkuzii!hbkuzii@hbkuzii.tmi.twitch.tv PRIVMSG #2xrakai :shes going to cafeteria","message_id":"f1a70225-ef14-4956-b401-4499252e3308","user_id":"633992476","username":"hbkuzii","text":"shes going to cafeteria","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431604150,"stream_offset_ms":33163150}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=b09737595fc148a786facb92f0070c1c;color=#0000FF;display-name=yt4kja18;emotes=;first-msg=0;flags=;id=2d03149a-f993-46e1-b53d-65659efd828f;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431604252;turbo=0;user-id=1263204361;user-type= :yt4kja18!yt4kja18@yt4kja18.tmi.twitch.tv PRIVMSG #2xrakai :she coming gng","message_id":"2d03149a-f993-46e1-b53d-65659efd828f","user_id":"1263204361","username":"yt4kja18","text":"she coming gng","badges":{},"emotes":{},"tmi_sent_ts":1784431604252,"stream_offset_ms":33163252}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=;first-msg=0;flags=;id=b964f071-a6cd-4ba0-b8fd-de33a7e517b4;mod=1;reply-parent-display-name=qmikel_;reply-parent-msg-body=!watchtime;reply-parent-msg-id=6632f752-b7c0-4520-b393-63dd81f1402f;reply-parent-user-id=680329860;reply-parent-user-login=qmikel_;reply-thread-parent-display-name=qmikel_;reply-thread-parent-msg-id=6632f752-b7c0-4520-b393-63dd81f1402f;reply-thread-parent-user-id=680329860;reply-thread-parent-user-login=qmikel_;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431604248;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #2xrakai :@qmikel_ qmikel_ has spent  8 hours watching 2xrakai","message_id":"b964f071-a6cd-4ba0-b8fd-de33a7e517b4","user_id":"100135110","username":"streamelements","text":"@qmikel_ qmikel_ has spent  8 hours watching 2xrakai","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431604248,"stream_offset_ms":33163248}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#179451;display-name=BotRixOficial;emotes=;first-msg=0;flags=;id=7b453606-43bb-416e-9813-dd67a5b24dc1;mod=1;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431604284;turbo=0;user-id=646848961;user-type=mod :botrixoficial!botrixoficial@botrixoficial.tmi.twitch.tv PRIVMSG #2xrakai :@qmikel_ has watched this channel for 5 min.","message_id":"7b453606-43bb-416e-9813-dd67a5b24dc1","user_id":"646848961","username":"botrixoficial","text":"@qmikel_ has watched this channel for 5 min.","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431604284,"stream_offset_ms":33163284}
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new file mode 100644
index 0000000000000000000000000000000000000000..992d27c585e65c0f31a26f4038417ef7d3a3356d
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diff --git a/data/aftergameok__20260719T032645427031.jsonl b/data/aftergameok__20260719T032645427031.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8b07672b7a2d6504dfd7363d3e270dfb457a4256
--- /dev/null
+++ b/data/aftergameok__20260719T032645427031.jsonl
@@ -0,0 +1,3 @@
+{"channel":"aftergameok","raw_message":"@badge-info=;badges=;client-nonce=2bf6ec93-c25e-4c57-84df-05792b7fa7ad;color=;display-name=julianelpiro;emotes=;first-msg=0;flags=;id=db87998d-955b-4f9b-8c9d-25bd4fcd6b70;mod=0;returning-chatter=0;room-id=175451377;subscriber=0;tmi-sent-ts=1784431596024;turbo=0;user-id=1352361355;user-type= :julianelpiro!julianelpiro@julianelpiro.tmi.twitch.tv PRIVMSG #aftergameok :Aguante ese sorteo","message_id":"db87998d-955b-4f9b-8c9d-25bd4fcd6b70","user_id":"1352361355","username":"julianelpiro","text":"Aguante ese sorteo","badges":{},"emotes":{},"tmi_sent_ts":1784431596024,"stream_offset_ms":2253024}
+{"channel":"aftergameok","raw_message":"@badge-info=;badges=;client-nonce=df4c92e9-f737-429d-8ef0-cb6c4ebe12b9;color=;display-name=julianelpiro;emotes=;first-msg=0;flags=;id=0026dd99-51b2-4215-a6df-725fb6d85be3;mod=0;returning-chatter=0;room-id=175451377;subscriber=0;tmi-sent-ts=1784431601310;turbo=0;user-id=1352361355;user-type= :julianelpiro!julianelpiro@julianelpiro.tmi.twitch.tv PRIVMSG #aftergameok :Esta hermosa","message_id":"0026dd99-51b2-4215-a6df-725fb6d85be3","user_id":"1352361355","username":"julianelpiro","text":"Esta hermosa","badges":{},"emotes":{},"tmi_sent_ts":1784431601310,"stream_offset_ms":2258310}
+{"channel":"aftergameok","raw_message":"@badge-info=;badges=;client-nonce=f1fe90c751a048f88b94827dc4abab8e;color=#FF0000;display-name=pedacito__;emotes=;first-msg=0;flags=;id=d4b219ca-46f2-4b0e-a22f-52ef207dda52;mod=0;returning-chatter=0;room-id=175451377;subscriber=0;tmi-sent-ts=1784431602786;turbo=0;user-id=453991338;user-type= :pedacito__!pedacito__@pedacito__.tmi.twitch.tv PRIVMSG #aftergameok :Es hermosa esa consola","message_id":"d4b219ca-46f2-4b0e-a22f-52ef207dda52","user_id":"453991338","username":"pedacito__","text":"Es hermosa esa consola","badges":{},"emotes":{},"tmi_sent_ts":1784431602786,"stream_offset_ms":2259786}
diff --git a/data/aishahsofey__20260719T032645427367.jsonl b/data/aishahsofey__20260719T032645427367.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6e9062bf0c65534e3b09fa0927814a21c69f18bd
--- /dev/null
+++ b/data/aishahsofey__20260719T032645427367.jsonl
@@ -0,0 +1,7 @@
+{"channel":"aishahsofey","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=0e4821a8-de82-4496-87a3-79d8faedb477;color=;display-name=yekaterina04;emotes=;first-msg=0;flags=;id=35a09398-6434-4018-b034-d35ff5118165;mod=0;returning-chatter=0;room-id=755254959;subscriber=1;tmi-sent-ts=1784431597270;turbo=0;user-id=1519486298;user-type= :yekaterina04!yekaterina04@yekaterina04.tmi.twitch.tv PRIVMSG #aishahsofey :Chat I have a question... they're going home on day 6 or 7","message_id":"35a09398-6434-4018-b034-d35ff5118165","user_id":"1519486298","username":"yekaterina04","text":"Chat I have a question... they're going home on day 6 or 7","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431597270,"stream_offset_ms":33148270}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;color=;display-name=drippynaijaboy;emotes=;first-msg=0;flags=;id=eed5c1f1-0ad3-477d-88c3-66247ad6f238;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431598443;turbo=0;user-id=932419258;user-type= :drippynaijaboy!drippynaijaboy@drippynaijaboy.tmi.twitch.tv PRIVMSG #aishahsofey :!gamble 10","message_id":"eed5c1f1-0ad3-477d-88c3-66247ad6f238","user_id":"932419258","username":"drippynaijaboy","text":"!gamble 10","badges":{},"emotes":{},"tmi_sent_ts":1784431598443,"stream_offset_ms":33149443}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=425618:72-74;first-msg=0;flags=;id=46055cc5-4634-403c-bf58-c362bbbd9d3a;mod=1;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431598677;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #aishahsofey :\u0001ACTION drippynaijaboy went all in and lost every single one of their 10 points LUL\u0001","message_id":"46055cc5-4634-403c-bf58-c362bbbd9d3a","user_id":"100135110","username":"streamelements","text":"\u0001ACTION drippynaijaboy went all in and lost every single one of their 10 points LUL\u0001","badges":{"moderator":"1","bot-badge":"1"},"emotes":{"425618":["72-74"]},"tmi_sent_ts":1784431598677,"stream_offset_ms":33149677}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;client-nonce=6F02FADF-690F-41AE-A769-8CD1EE14F0EF;color=#FF0000;display-name=juanito111613;emotes=;first-msg=0;flags=;id=743299e6-9d39-476a-864c-6684f2802e60;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431601216;turbo=0;user-id=1239226497;user-type= :juanito111613!juanito111613@juanito111613.tmi.twitch.tv PRIVMSG #aishahsofey :i never seen pokimane","message_id":"743299e6-9d39-476a-864c-6684f2802e60","user_id":"1239226497","username":"juanito111613","text":"i never seen pokimane","badges":{},"emotes":{},"tmi_sent_ts":1784431601216,"stream_offset_ms":33152216}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=yuzu/1;client-nonce=F30E2C2E-14BC-4C77-9B60-8F605C2D84C6;color=;display-name=kavari12;emotes=;first-msg=0;flags=;id=3dcddbe4-8345-48f1-8d82-e581abfd5d9a;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431602399;turbo=0;user-id=127924618;user-type= :kavari12!kavari12@kavari12.tmi.twitch.tv PRIVMSG #aishahsofey :Sing wheels on the bus","message_id":"3dcddbe4-8345-48f1-8d82-e581abfd5d9a","user_id":"127924618","username":"kavari12","text":"Sing wheels on the bus","badges":{"yuzu":"1"},"emotes":{},"tmi_sent_ts":1784431602399,"stream_offset_ms":33153399}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;client-nonce=8027BF5B-78A1-49FC-9F57-220A8EDAF7F1;color=;display-name=goowap88;emotes=;first-msg=0;flags=;id=f153641c-e3ff-4985-80a6-982b7a6c218b;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431602532;turbo=0;user-id=836414330;user-type= :goowap88!goowap88@goowap88.tmi.twitch.tv PRIVMSG #aishahsofey :do these streamers use a beauty filter?","message_id":"f153641c-e3ff-4985-80a6-982b7a6c218b","user_id":"836414330","username":"goowap88","text":"do these streamers use a beauty filter?","badges":{},"emotes":{},"tmi_sent_ts":1784431602532,"stream_offset_ms":33153532}
+{"channel":"aishahsofey","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,football-fest-2026/1;client-nonce=9AD46948-7EDA-419E-B88E-3DD69F936100;color=#FF4500;display-name=sznmxsars;emotes=;first-msg=0;flags=;id=df5761cd-12e5-4cbb-94d3-f48f9f3efe0d;mod=0;returning-chatter=0;room-id=755254959;subscriber=1;tmi-sent-ts=1784431604574;turbo=0;user-id=750395891;user-type= :sznmxsars!sznmxsars@sznmxsars.tmi.twitch.tv PRIVMSG #aishahsofey :mods can yall remove pin plss","message_id":"df5761cd-12e5-4cbb-94d3-f48f9f3efe0d","user_id":"750395891","username":"sznmxsars","text":"mods can yall remove pin plss","badges":{"subscriber":"0","football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431604574,"stream_offset_ms":33155574}
diff --git a/data/akarindao__20260719T032645425298.jsonl b/data/akarindao__20260719T032645425298.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..005ea5f7a85e8ea460eca9b3eefabe89d6bd920d
--- /dev/null
+++ b/data/akarindao__20260719T032645425298.jsonl
@@ -0,0 +1,25 @@
+{"channel":"akarindao","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=ee50bf62-dd57-4cd8-b0d0-5f80b156e27b;color=#FF69B4;display-name=dora_nya;emotes=;first-msg=0;flags=;id=73323b10-a34e-4f0a-a5b1-d3e1e4a40204;mod=0;returning-chatter=0;room-id=584184005;subscriber=0;tmi-sent-ts=1784431593880;turbo=0;user-id=1093260802;user-type= :dora_nya!dora_nya@dora_nya.tmi.twitch.tv PRIVMSG #akarindao :おつー","message_id":"73323b10-a34e-4f0a-a5b1-d3e1e4a40204","user_id":"1093260802","username":"dora_nya","text":"おつー","badges":{"twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431593880,"stream_offset_ms":7473880}
+{"channel":"akarindao","raw_message":"@badge-info=subscriber/10;badges=subscriber/9,bits-charity/1;client-nonce=509ddf1616f844d384f0c18cac3f6ac2;color=#5F9EA0;display-name=_もつ_;emotes=;first-msg=0;flags=;id=300e2ee9-51a9-455b-b46d-a5b859cac4a8;mod=0;returning-chatter=0;room-id=584184005;subscriber=1;tmi-sent-ts=1784431594119;turbo=0;user-id=131753547;user-type= :moturin!moturin@moturin.tmi.twitch.tv PRIVMSG #akarindao :Rustもやるなら寝とき","message_id":"300e2ee9-51a9-455b-b46d-a5b859cac4a8","user_id":"131753547","username":"moturin","text":"Rustもやるなら寝とき","badges":{"subscriber":"9","bits-charity":"1"},"emotes":{},"tmi_sent_ts":1784431594119,"stream_offset_ms":7474119}
+{"channel":"akarindao","raw_message":"@badge-info=subscriber/38;badges=subscriber/18,twitch-recap-2025/1;client-nonce=F72098FF-FD4E-41A2-87A6-FC7D5E840C20;color=#1E90FF;display-name=317のなゆた;emote-only=1;emotes=306015867:0-6,8-14;first-msg=0;flags=;id=6db66db2-d06c-48c3-b1e9-419ebaa7ca33;mod=0;returning-chatter=0;room-id=584184005;subscriber=1;tmi-sent-ts=1784431594136;turbo=0;user-id=708153162;user-type= :minayuta_!minayuta_@minayuta_.tmi.twitch.tv PRIVMSG #akarindao :akariGG akariGG","message_id":"6db66db2-d06c-48c3-b1e9-419ebaa7ca33","user_id":"708153162","username":"minayuta_","text":"akariGG akariGG","badges":{"subscriber":"18","twitch-recap-2025":"1"},"emotes":{"306015867":["0-6","8-14"]},"tmi_sent_ts":1784431594136,"stream_offset_ms":7474136}
+{"channel":"akarindao","raw_message":"@badge-info=;badges=premium/1;client-nonce=e98cd7ee556b4c6a8b1078c8efd2d5b9;color=;display-name=かいわれくん;emotes=;first-msg=0;flags=;id=3257a399-5359-4805-9fb7-7cc5718f2537;mod=0;returning-chatter=0;room-id=584184005;subscriber=0;tmi-sent-ts=1784431595015;turbo=0;user-id=139958465;user-type= :kaiware_13!kaiware_13@kaiware_13.tmi.twitch.tv PRIVMSG #akarindao :お疲れ様でした","message_id":"3257a399-5359-4805-9fb7-7cc5718f2537","user_id":"139958465","username":"kaiware_13","text":"お疲れ様でした","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431595015,"stream_offset_ms":7475015}
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diff --git a/data/aleks__20260719T032645426777.jsonl b/data/aleks__20260719T032645426777.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7fc5498a23228761be54e719e283e1dcc2527375
--- /dev/null
+++ b/data/aleks__20260719T032645426777.jsonl
@@ -0,0 +1,2 @@
+{"channel":"aleks","raw_message":"@badge-info=;badges=;client-nonce=0B28C1F7-702E-473E-A4C4-BAB982642728;color=;display-name=gamecasm;emotes=;first-msg=1;flags=;id=9d7b480b-828a-4105-b5f2-634d0570c8f0;mod=0;returning-chatter=0;room-id=23728142;subscriber=0;tmi-sent-ts=1784431595720;turbo=0;user-id=524172863;user-type= :gamecasm!gamecasm@gamecasm.tmi.twitch.tv PRIVMSG #aleks :Hi","message_id":"9d7b480b-828a-4105-b5f2-634d0570c8f0","user_id":"524172863","username":"gamecasm","text":"Hi","badges":{},"emotes":{},"tmi_sent_ts":1784431595720,"stream_offset_ms":13032720}
+{"channel":"aleks","raw_message":"@badge-info=subscriber/63;badges=moderator/1,subscriber/3060,partner/1;color=#32C3A2;display-name=Streamlabs;emotes=;first-msg=0;flags=;id=635a16d6-45d3-4c84-bc77-a4452f6458b9;mod=1;returning-chatter=0;room-id=23728142;subscriber=1;tmi-sent-ts=1784431595990;turbo=0;user-id=105166207;user-type=mod :streamlabs!streamlabs@streamlabs.tmi.twitch.tv PRIVMSG #aleks :HI :3","message_id":"635a16d6-45d3-4c84-bc77-a4452f6458b9","user_id":"105166207","username":"streamlabs","text":"HI :3","badges":{"moderator":"1","subscriber":"3060","partner":"1"},"emotes":{},"tmi_sent_ts":1784431595990,"stream_offset_ms":13032990}
diff --git a/data/alineetv__20260719T032645426898.jsonl b/data/alineetv__20260719T032645426898.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4085a2c837d4c29a5ea39763b06da98a61b2ca2b
--- /dev/null
+++ b/data/alineetv__20260719T032645426898.jsonl
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+{"channel":"alineetv","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,bits/100;client-nonce=477A2A35-9EEB-4475-97D7-277F056514DF;color=#FF69B4;display-name=Icaleb29_;emotes=;first-msg=0;flags=;id=264125bc-87c3-48db-bfa4-cc31e24f9e5e;mod=0;returning-chatter=0;room-id=96909398;subscriber=1;tmi-sent-ts=1784431596472;turbo=0;user-id=1488539459;user-type= :icaleb29_!icaleb29_@icaleb29_.tmi.twitch.tv PRIVMSG #alineetv :ES SHOUTO AJAJJAJAAJA","message_id":"264125bc-87c3-48db-bfa4-cc31e24f9e5e","user_id":"1488539459","username":"icaleb29_","text":"ES SHOUTO AJAJJAJAAJA","badges":{"subscriber":"0","bits":"100"},"emotes":{},"tmi_sent_ts":1784431596472,"stream_offset_ms":20529472}
+{"channel":"alineetv","raw_message":"@badge-info=;badges=qsmp2/1;client-nonce=4c61ff3560494f7689fb30a9e52f075d;color=#DAA520;display-name=membrillo_04;emotes=;first-msg=0;flags=;id=f61e6bec-6609-42cf-ab00-a0c4913c419e;mod=0;returning-chatter=0;room-id=96909398;subscriber=0;tmi-sent-ts=1784431597665;turbo=0;user-id=135250977;user-type= :membrillo_04!membrillo_04@membrillo_04.tmi.twitch.tv PRIVMSG #alineetv :yaaa la amiga dura","message_id":"f61e6bec-6609-42cf-ab00-a0c4913c419e","user_id":"135250977","username":"membrillo_04","text":"yaaa la amiga dura","badges":{"qsmp2":"1"},"emotes":{},"tmi_sent_ts":1784431597665,"stream_offset_ms":20530665}
+{"channel":"alineetv","raw_message":"@badge-info=;badges=;client-nonce=8e60e0010210439bac30413dccad712c;color=#FF69B4;display-name=astralswift;emotes=;first-msg=0;flags=0-3:P.3;id=36422a5a-41c8-4c1c-953c-c3226181fba9;mod=0;returning-chatter=0;room-id=96909398;subscriber=0;tmi-sent-ts=1784431598006;turbo=0;user-id=230048346;user-type= :astralswift!astralswift@astralswift.tmi.twitch.tv PRIVMSG #alineetv :LMAO","message_id":"36422a5a-41c8-4c1c-953c-c3226181fba9","user_id":"230048346","username":"astralswift","text":"LMAO","badges":{},"emotes":{},"tmi_sent_ts":1784431598006,"stream_offset_ms":20531006}
+{"channel":"alineetv","raw_message":"@badge-info=;badges=la-velada-v-badge/1;client-nonce=8221e2bd-9578-423a-adca-7b85adf349eb;color=#0000FF;display-name=shodukii;emotes=emotesv2_a7ab2c184e334d4a9784e6e5d51947f7:16-24;first-msg=0;flags=;id=18dea419-3cd8-42e4-ad6e-6fa6d45f8dda;mod=0;returning-chatter=0;room-id=96909398;subscriber=0;tmi-sent-ts=1784431603289;turbo=0;user-id=643245084;user-type= :shodukii!shodukii@shodukii.tmi.twitch.tv PRIVMSG #alineetv :SHOUTO BB ENTRA WeDidThat","message_id":"18dea419-3cd8-42e4-ad6e-6fa6d45f8dda","user_id":"643245084","username":"shodukii","text":"SHOUTO BB ENTRA WeDidThat","badges":{"la-velada-v-badge":"1"},"emotes":{"emotesv2_a7ab2c184e334d4a9784e6e5d51947f7":["16-24"]},"tmi_sent_ts":1784431603289,"stream_offset_ms":20536289}
diff --git a/data/amberrtyson__20260719T032645427164.jsonl b/data/amberrtyson__20260719T032645427164.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3cf0b3168a764e2caef6c6471ccadad4c11c5397
--- /dev/null
+++ b/data/amberrtyson__20260719T032645427164.jsonl
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+{"channel":"amberrtyson","raw_message":"@badge-info=subscriber/6;badges=moderator/1,subscriber/6,went-outside/1;client-nonce=730faa68-e890-4d57-a29c-031d64a0e08c;color=#1E90FF;display-name=kngroyal21;emotes=;first-msg=0;flags=;id=1fe60c17-c87d-489b-92da-16e7ba30fcab;mod=1;returning-chatter=0;room-id=1352436412;subscriber=1;tmi-sent-ts=1784431596546;turbo=0;user-id=908047825;user-type=mod :kngroyal21!kngroyal21@kngroyal21.tmi.twitch.tv PRIVMSG #amberrtyson :I just got off my pc","message_id":"1fe60c17-c87d-489b-92da-16e7ba30fcab","user_id":"908047825","username":"kngroyal21","text":"I just got off my pc","badges":{"moderator":"1","subscriber":"6","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431596546,"stream_offset_ms":3033546}
+{"channel":"amberrtyson","raw_message":"@badge-info=;badges=;client-nonce=FD0C348E-DFCB-4080-94AB-4A5759EAD2AC;color=;display-name=typicallautumn;emotes=;first-msg=0;flags=;id=6b4491f8-b835-40a6-aa07-97d24563a436;mod=0;returning-chatter=0;room-id=1352436412;subscriber=0;tmi-sent-ts=1784431603475;turbo=0;user-id=1492999518;user-type= :typicallautumn!typicallautumn@typicallautumn.tmi.twitch.tv PRIVMSG #amberrtyson :where they going?","message_id":"6b4491f8-b835-40a6-aa07-97d24563a436","user_id":"1492999518","username":"typicallautumn","text":"where they going?","badges":{},"emotes":{},"tmi_sent_ts":1784431603475,"stream_offset_ms":3040475}
+{"channel":"amberrtyson","raw_message":"@badge-info=;badges=;client-nonce=1c0ede61893340c3b44072e014e82242;color=;display-name=itsmeliyahforthegirls;emotes=;first-msg=0;flags=;id=bfe5e4e9-3440-44a7-bc5b-af0b8aab00ac;mod=0;returning-chatter=0;room-id=1352436412;subscriber=0;tmi-sent-ts=1784431604410;turbo=0;user-id=1520843454;user-type= :itsmeliyahforthegirls!itsmeliyahforthegirls@itsmeliyahforthegirls.tmi.twitch.tv PRIVMSG #amberrtyson :Thay are going to a party","message_id":"bfe5e4e9-3440-44a7-bc5b-af0b8aab00ac","user_id":"1520843454","username":"itsmeliyahforthegirls","text":"Thay are going to a party","badges":{},"emotes":{},"tmi_sent_ts":1784431604410,"stream_offset_ms":3041410}
diff --git a/data/axxin_live__20260719T032645427298.jsonl b/data/axxin_live__20260719T032645427298.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d61c369342c4ddb5a6885eb36d2b36def47621b6
--- /dev/null
+++ b/data/axxin_live__20260719T032645427298.jsonl
@@ -0,0 +1 @@
+{"channel":"axxin_live","raw_message":"@badge-info=subscriber/13;badges=lead_moderator/1,subscriber/12,rplace-2023/1;color=#00FF7F;display-name=BLOOD_f_gamer;emotes=;first-msg=0;flags=;id=a1aa3bd5-d21a-4139-88d4-563a900d4126;mod=1;returning-chatter=0;room-id=121143935;source-badge-info=subscriber/13;source-badges=lead_moderator/1,subscriber/12,rplace-2023/1;source-id=a1aa3bd5-d21a-4139-88d4-563a900d4126;source-only=0;source-room-id=121143935;subscriber=1;tmi-sent-ts=1784431596775;turbo=0;user-id=742276432;user-type=mod :blood_f_gamer!blood_f_gamer@blood_f_gamer.tmi.twitch.tv PRIVMSG #axxin_live :alle überflüssigen seeds zu bonemeal","message_id":"a1aa3bd5-d21a-4139-88d4-563a900d4126","user_id":"742276432","username":"blood_f_gamer","text":"alle überflüssigen seeds zu bonemeal","badges":{"lead_moderator":"1","subscriber":"12","rplace-2023":"1"},"emotes":{},"tmi_sent_ts":1784431596775,"stream_offset_ms":48376775}
diff --git a/data/bendadonnn__20260719T032645425531.jsonl b/data/bendadonnn__20260719T032645425531.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc769b01bd9379c82585956b3c325246cc133bc7
--- /dev/null
+++ b/data/bendadonnn__20260719T032645425531.jsonl
@@ -0,0 +1,29 @@
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=D68CBEDD-579E-4CE7-9953-16D0F43775F2;color=;display-name=quansaucemeup_;emote-only=1;emotes=emotesv2_b1cf540b59614b7da75cad7b123c5b25:0-12,14-26,28-40,42-54,56-68;first-msg=0;flags=;id=dde8d59a-2352-4735-b88d-7f1636d870c9;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431594076;turbo=0;user-id=669311670;user-type= :quansaucemeup_!quansaucemeup_@quansaucemeup_.tmi.twitch.tv PRIVMSG #bendadonnn :StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026","message_id":"dde8d59a-2352-4735-b88d-7f1636d870c9","user_id":"669311670","username":"quansaucemeup_","text":"StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026","badges":{},"emotes":{"emotesv2_b1cf540b59614b7da75cad7b123c5b25":["0-12","14-26","28-40","42-54","56-68"]},"tmi_sent_ts":1784431594076,"stream_offset_ms":31135076}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=turbo/1;client-nonce=4D9887A2-28CC-4980-99E9-071E6681157A;color=#FF69B4;display-name=kewchieflakes;emotes=;first-msg=0;flags=;id=aa77eab0-4ef2-453d-9a88-4de5f7351300;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431594518;turbo=1;user-id=228002161;user-type= :kewchieflakes!kewchieflakes@kewchieflakes.tmi.twitch.tv PRIVMSG #bendadonnn :what type of juice? 🧃 😭😭","message_id":"aa77eab0-4ef2-453d-9a88-4de5f7351300","user_id":"228002161","username":"kewchieflakes","text":"what type of juice? 🧃 😭😭","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431594518,"stream_offset_ms":31135518}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=marathon-silkworm/1;client-nonce=57328f5f8c4f4cdb8b2233abc16c7f52;color=;display-name=AnyFreezeBro;emotes=;first-msg=0;flags=;id=d5ec0c38-6ca6-4428-a634-198221a14f3f;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431595039;turbo=0;user-id=766268248;user-type= :anyfreezebro!anyfreezebro@anyfreezebro.tmi.twitch.tv PRIVMSG #bendadonnn :WWWWWWWWWWWWWW","message_id":"d5ec0c38-6ca6-4428-a634-198221a14f3f","user_id":"766268248","username":"anyfreezebro","text":"WWWWWWWWWWWWWW","badges":{"marathon-silkworm":"1"},"emotes":{},"tmi_sent_ts":1784431595039,"stream_offset_ms":31136039}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=1122377D-DC54-4434-8506-A8A392AC9638;color=;display-name=cydphotosu;emotes=;first-msg=0;flags=;id=da762e6d-e0eb-457e-8370-0d37981c11c7;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431595381;turbo=0;user-id=1315175346;user-type= :cydphotosu!cydphotosu@cydphotosu.tmi.twitch.tv PRIVMSG #bendadonnn :🤣🤣🤣🤣🤣🔥🔥🔥","message_id":"da762e6d-e0eb-457e-8370-0d37981c11c7","user_id":"1315175346","username":"cydphotosu","text":"🤣🤣🤣🤣🤣🔥🔥🔥","badges":{},"emotes":{},"tmi_sent_ts":1784431595381,"stream_offset_ms":31136381}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=turbo/1;client-nonce=B444935D-5701-48FD-AC15-BEFCF8B026BC;color=;display-name=dreinaz23;emotes=;first-msg=1;flags=;id=399b69e8-eef0-4591-b7ae-9bdcc43561e3;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431596208;turbo=1;user-id=1367722611;user-type= :dreinaz23!dreinaz23@dreinaz23.tmi.twitch.tv PRIVMSG #bendadonnn :Lit!!!","message_id":"399b69e8-eef0-4591-b7ae-9bdcc43561e3","user_id":"1367722611","username":"dreinaz23","text":"Lit!!!","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431596208,"stream_offset_ms":31137208}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=90DA37AA-1549-48AA-A7B0-F14A403A0F0F;color=#FF69B4;display-name=theitgirlkendall;emotes=;first-msg=0;flags=;id=3f177651-fa1d-4c7f-9fd9-f8f979771244;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431596789;turbo=0;user-id=757655726;user-type= :theitgirlkendall!theitgirlkendall@theitgirlkendall.tmi.twitch.tv PRIVMSG #bendadonnn :💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸","message_id":"3f177651-fa1d-4c7f-9fd9-f8f979771244","user_id":"757655726","username":"theitgirlkendall","text":"💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸💸","badges":{},"emotes":{},"tmi_sent_ts":1784431596789,"stream_offset_ms":31137789}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=premium/1;client-nonce=9b3155e6-85e3-465c-8abe-3a62e6bb36f7;color=;display-name=itsgonegetcleantv;emotes=;first-msg=0;flags=;id=bfc19d95-67b1-4f77-88e8-a6652281f1f2;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431596795;turbo=0;user-id=1316039698;user-type= :itsgonegetcleantv!itsgonegetcleantv@itsgonegetcleantv.tmi.twitch.tv PRIVMSG #bendadonnn :***","message_id":"bfc19d95-67b1-4f77-88e8-a6652281f1f2","user_id":"1316039698","username":"itsgonegetcleantv","text":"***","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431596795,"stream_offset_ms":31137795}
+{"channel":"bendadonnn","raw_message":"@badge-info=subscriber/7;badges=subscriber/0;client-nonce=9b69be3b-8d52-45ee-a35d-4e7fa177003e;color=;display-name=yourfavoriteisme;emote-only=1;emotes=emotesv2_5ea22417c61b458eaeb826356d14b40c:0-14,37-51,74-88,132-146,148-162,197-211/116625:16-23,53-60,90-97,123-130,176-183/156787:25-35,62-72,99-109,111-121,164-174,185-195;first-msg=0;flags=;id=1db8d5d5-5059-4e28-ae57-45121aba2158;mod=0;returning-chatter=0;room-id=671778447;subscriber=1;tmi-sent-ts=1784431596978;turbo=0;user-id=277611139;user-type= :yourfavoriteisme!yourfavoriteisme@yourfavoriteisme.tmi.twitch.tv PRIVMSG #bendadonnn :bendad1Turnmeup CurseLit MorphinTime bendad1Turnmeup CurseLit MorphinTime bendad1Turnmeup CurseLit MorphinTime MorphinTime CurseLit bendad1Turnmeup bendad1Turnmeup MorphinTime CurseLit MorphinTime bendad1Turnmeup","message_id":"1db8d5d5-5059-4e28-ae57-45121aba2158","user_id":"277611139","username":"yourfavoriteisme","text":"bendad1Turnmeup CurseLit MorphinTime bendad1Turnmeup CurseLit MorphinTime bendad1Turnmeup CurseLit MorphinTime MorphinTime CurseLit bendad1Turnmeup bendad1Turnmeup MorphinTime CurseLit MorphinTime bendad1Turnmeup","badges":{"subscriber":"0"},"emotes":{"emotesv2_5ea22417c61b458eaeb826356d14b40c":["0-14","37-51","74-88","132-146","148-162","197-211"],"116625":["16-23","53-60","90-97","123-130","176-183"],"156787":["25-35","62-72","99-109","111-121","164-174","185-195"]},"tmi_sent_ts":1784431596978,"stream_offset_ms":31137978}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=moderator/1,football-fest-2026/1;client-nonce=B5C383F0-BD8A-4EBA-AA9E-31A840E3B0B3;color=#00FF7F;display-name=IRISHYSHANE17;emotes=;first-msg=0;flags=;id=ba3f5724-f0d7-46bb-8160-b5227e3b809a;mod=1;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431597495;turbo=0;user-id=798461699;user-type=mod :irishyshane17!irishyshane17@irishyshane17.tmi.twitch.tv PRIVMSG #bendadonnn :🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥","message_id":"ba3f5724-f0d7-46bb-8160-b5227e3b809a","user_id":"798461699","username":"irishyshane17","text":"🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥","badges":{"moderator":"1","football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431597495,"stream_offset_ms":31138495}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=borderlands-4-badge---vault-symbol/1;client-nonce=fd0c3a01da2946048d6efc5794767dc5;color=#008000;display-name=yippiw;emotes=;first-msg=0;flags=;id=7514cb07-1b97-4ed9-b197-50c9d4027f6e;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431598072;turbo=0;user-id=808388329;user-type= :yippiw!yippiw@yippiw.tmi.twitch.tv PRIVMSG #bendadonnn :OUT","message_id":"7514cb07-1b97-4ed9-b197-50c9d4027f6e","user_id":"808388329","username":"yippiw","text":"OUT","badges":{"borderlands-4-badge---vault-symbol":"1"},"emotes":{},"tmi_sent_ts":1784431598072,"stream_offset_ms":31139072}
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diff --git a/data/blue_squadron__20260719T032645423007.jsonl b/data/blue_squadron__20260719T032645423007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7753d8ba4a11f6bc1a53a73890db775f4077f4ca
--- /dev/null
+++ b/data/blue_squadron__20260719T032645423007.jsonl
@@ -0,0 +1,4 @@
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+{"channel":"blue_squadron","raw_message":"@badge-info=;badges=glhf-pledge/1;client-nonce=b0e26fd79f7446f781fc4e3142b07e5d;color=#008000;display-name=smittysgamin;emotes=;first-msg=0;flags=;id=cb7d4427-553c-43c0-a57d-a4de108130fd;mod=0;returning-chatter=0;room-id=147299717;subscriber=0;tmi-sent-ts=1784431594603;turbo=0;user-id=152027445;user-type= :smittysgamin!smittysgamin@smittysgamin.tmi.twitch.tv PRIVMSG #blue_squadron :we did fine","message_id":"cb7d4427-553c-43c0-a57d-a4de108130fd","user_id":"152027445","username":"smittysgamin","text":"we did fine","badges":{"glhf-pledge":"1"},"emotes":{},"tmi_sent_ts":1784431594603,"stream_offset_ms":9506603}
+{"channel":"blue_squadron","raw_message":"@badge-info=;badges=no_video/1;client-nonce=5ef6679fde96466086f8f77e671dad96;color=#FF0000;display-name=mcuckin;emotes=;first-msg=0;flags=14-17:P.3;id=afa80f3b-b760-4c6e-8d32-d9d94fe32549;mod=0;returning-chatter=0;room-id=147299717;subscriber=0;tmi-sent-ts=1784431599980;turbo=0;user-id=139666588;user-type= :mcuckin!mcuckin@mcuckin.tmi.twitch.tv PRIVMSG #blue_squadron :Typical phyno shit","message_id":"afa80f3b-b760-4c6e-8d32-d9d94fe32549","user_id":"139666588","username":"mcuckin","text":"Typical phyno shit","badges":{"no_video":"1"},"emotes":{},"tmi_sent_ts":1784431599980,"stream_offset_ms":9511980}
+{"channel":"blue_squadron","raw_message":"@badge-info=;badges=;client-nonce=1b46993313f6457ba17e593b0995eaa7;color=#FF69B4;display-name=Baemo_;emotes=555555558:27-28;first-msg=0;flags=;id=7d014d54-f670-479b-b92f-8823bce2a27d;mod=0;returning-chatter=0;room-id=147299717;subscriber=0;tmi-sent-ts=1784431603030;turbo=0;user-id=98979287;user-type= :baemo_!baemo_@baemo_.tmi.twitch.tv PRIVMSG #blue_squadron :PEOPLE LEFT INVITE ME BACK :(","message_id":"7d014d54-f670-479b-b92f-8823bce2a27d","user_id":"98979287","username":"baemo_","text":"PEOPLE LEFT INVITE ME BACK :(","badges":{},"emotes":{"555555558":["27-28"]},"tmi_sent_ts":1784431603030,"stream_offset_ms":9515030}
diff --git a/data/caaua__20260719T032645423144.jsonl b/data/caaua__20260719T032645423144.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ee4262ddbeea2cb919c6d099f167e0e893315967
--- /dev/null
+++ b/data/caaua__20260719T032645423144.jsonl
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+{"channel":"caaua","raw_message":"@badge-info=;badges=premium/1;client-nonce=46208EAB-0876-4D35-B011-4EEFD09BF4FC;color=#8A2BE2;display-name=juliagonzll;emotes=;first-msg=0;flags=;id=eea53312-83e3-407d-8a58-6ef6e404166c;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431593428;turbo=0;user-id=1350749584;user-type= :juliagonzll!juliagonzll@juliagonzll.tmi.twitch.tv PRIVMSG #caaua :nunca mais","message_id":"eea53312-83e3-407d-8a58-6ef6e404166c","user_id":"1350749584","username":"juliagonzll","text":"nunca mais","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431593428,"stream_offset_ms":10955428}
+{"channel":"caaua","raw_message":"@badge-info=;badges=chatter-cs-go-2022/1;client-nonce=83d7726b47534234b5731deae09f1b8e;color=#0000FF;display-name=LeandroFutura;emotes=;first-msg=0;flags=;id=38fdd128-253f-4c5f-8cbd-40a83a0ae696;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431593476;turbo=0;user-id=742042291;user-type= :leandrofutura!leandrofutura@leandrofutura.tmi.twitch.tv PRIVMSG #caaua :ATIVA O TURBO BURRO","message_id":"38fdd128-253f-4c5f-8cbd-40a83a0ae696","user_id":"742042291","username":"leandrofutura","text":"ATIVA O TURBO BURRO","badges":{"chatter-cs-go-2022":"1"},"emotes":{},"tmi_sent_ts":1784431593476,"stream_offset_ms":10955476}
+{"channel":"caaua","raw_message":"@badge-info=;badges=gone-bananas/1;client-nonce=adc9ce34aefb42ba9da74312e282f28d;color=#FFFFFF;display-name=henrizzzs;emotes=;first-msg=0;flags=;id=9d2cb8c3-f76f-41fd-8f90-7ff3eb05cf68;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431595645;turbo=0;user-id=742684972;user-type= :henrizzzs!henrizzzs@henrizzzs.tmi.twitch.tv PRIVMSG #caaua :CAUA TENHO CLIPE SEU FALANDO QUE APOSTA E RENDA EXTRA SERA QUE DA PRA TE PRENDER?","message_id":"9d2cb8c3-f76f-41fd-8f90-7ff3eb05cf68","user_id":"742684972","username":"henrizzzs","text":"CAUA TENHO CLIPE SEU FALANDO QUE APOSTA E RENDA EXTRA SERA QUE DA PRA TE PRENDER?","badges":{"gone-bananas":"1"},"emotes":{},"tmi_sent_ts":1784431595645,"stream_offset_ms":10957645}
+{"channel":"caaua","raw_message":"@badge-info=;badges=bubsy-4d/1;client-nonce=5c8e0199-0993-41b9-b935-b7c1ffce697a;color=#FF0000;display-name=rato_cabeluxo78;emotes=;first-msg=0;flags=;id=d76b17fe-5bd2-455a-ade5-910ffb07c3df;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431596860;turbo=0;user-id=1321897486;user-type= :rato_cabeluxo78!rato_cabeluxo78@rato_cabeluxo78.tmi.twitch.tv PRIVMSG #caaua :O cara n vai pular msm","message_id":"d76b17fe-5bd2-455a-ade5-910ffb07c3df","user_id":"1321897486","username":"rato_cabeluxo78","text":"O cara n vai pular msm","badges":{"bubsy-4d":"1"},"emotes":{},"tmi_sent_ts":1784431596860,"stream_offset_ms":10958860}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=2f113ff2207340f495b0177e08b9ded7;color=;display-name=nykedunk;emotes=;first-msg=0;flags=;id=1a0ed353-d7db-4066-bf05-9241b2ee0dbe;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431597370;turbo=0;user-id=485876387;user-type= :nykedunk!nykedunk@nykedunk.tmi.twitch.tv PRIVMSG #caaua :bonus infinito","message_id":"1a0ed353-d7db-4066-bf05-9241b2ee0dbe","user_id":"485876387","username":"nykedunk","text":"bonus infinito","badges":{},"emotes":{},"tmi_sent_ts":1784431597370,"stream_offset_ms":10959370}
+{"channel":"caaua","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,sub-gifter/1;client-nonce=5350b0cd-b8f3-483e-996b-63dfccaeac40;color=;display-name=CaiooRodriguess;emotes=;first-msg=0;flags=;id=d6caa684-e242-4466-89ed-c3845a9a2a8a;mod=0;returning-chatter=0;room-id=415637896;subscriber=1;tmi-sent-ts=1784431597436;turbo=0;user-id=1000035903;user-type= :caioorodriguess!caioorodriguess@caioorodriguess.tmi.twitch.tv PRIVMSG #caaua :STAIN ACONTECEU A MESMA COISA","message_id":"d6caa684-e242-4466-89ed-c3845a9a2a8a","user_id":"1000035903","username":"caioorodriguess","text":"STAIN ACONTECEU A MESMA COISA","badges":{"subscriber":"0","sub-gifter":"1"},"emotes":{},"tmi_sent_ts":1784431597436,"stream_offset_ms":10959436}
+{"channel":"caaua","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=0150A832-19E0-409D-AB5A-3E6B394F2ED7;color=#00FF7F;display-name=Teeagod1;emotes=;first-msg=0;flags=10-15:A.7/P.7;id=b9a83343-a17d-426e-b0e9-60b8502744a8;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431599775;turbo=0;user-id=1336476210;user-type= :teeagod1!teeagod1@teeagod1.tmi.twitch.tv PRIVMSG #caaua :eai Cauã macaco","message_id":"b9a83343-a17d-426e-b0e9-60b8502744a8","user_id":"1336476210","username":"teeagod1","text":"eai Cauã macaco","badges":{"twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431599775,"stream_offset_ms":10961775}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=984dd44af8a9457d88038675a3798244;color=;display-name=bielovskipecinha67;emotes=;first-msg=0;flags=;id=0d6406a1-0c08-4ffe-bea7-7e274036635a;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431600372;turbo=0;user-id=1209626111;user-type= :bielovskipecinha67!bielovskipecinha67@bielovskipecinha67.tmi.twitch.tv PRIVMSG #caaua :live ralinha em dog","message_id":"0d6406a1-0c08-4ffe-bea7-7e274036635a","user_id":"1209626111","username":"bielovskipecinha67","text":"live ralinha em dog","badges":{},"emotes":{},"tmi_sent_ts":1784431600372,"stream_offset_ms":10962372}
+{"channel":"caaua","raw_message":"@badge-info=;badges=bubsy-4d/1;client-nonce=b6de79db-b8b6-473a-a146-b882aa4a4036;color=#FF0000;display-name=rato_cabeluxo78;emotes=;first-msg=0;flags=;id=d7831c6d-78d8-4d8b-8cc7-06b6d35138c0;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431600935;turbo=0;user-id=1321897486;user-type= :rato_cabeluxo78!rato_cabeluxo78@rato_cabeluxo78.tmi.twitch.tv PRIVMSG #caaua :Chama o 00","message_id":"d7831c6d-78d8-4d8b-8cc7-06b6d35138c0","user_id":"1321897486","username":"rato_cabeluxo78","text":"Chama o 00","badges":{"bubsy-4d":"1"},"emotes":{},"tmi_sent_ts":1784431600935,"stream_offset_ms":10962935}
+{"channel":"caaua","raw_message":"@badge-info=;badges=premium/1;client-nonce=e0ada82e19d64ce9b2afdc996d000bba;color=#FF0000;display-name=cez1kaa;emotes=;first-msg=0;flags=;id=f1bd4303-88dc-48e7-9653-ee8b074cd844;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431602059;turbo=0;user-id=538441241;user-type= :cez1kaa!cez1kaa@cez1kaa.tmi.twitch.tv PRIVMSG #caaua :QUER DOPAMINA BB?","message_id":"f1bd4303-88dc-48e7-9653-ee8b074cd844","user_id":"538441241","username":"cez1kaa","text":"QUER DOPAMINA BB?","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431602059,"stream_offset_ms":10964059}
+{"channel":"caaua","raw_message":"@badge-info=subscriber/7;badges=moderator/1,subscriber/6,blossom-badge/4;client-nonce=c854a2c7286543dd8d71f8a63fbb1b7b;color=#7CBEFF;display-name=babiipecinhaa;emotes=;first-msg=0;flags=;id=b79c6637-a895-45ed-9b82-5b7ed793d1cd;mod=1;returning-chatter=0;room-id=415637896;subscriber=1;tmi-sent-ts=1784431603219;turbo=0;user-id=1092755676;user-type=mod :babiipecinhaa!babiipecinhaa@babiipecinhaa.tmi.twitch.tv PRIVMSG #caaua :#PUBLI","message_id":"b79c6637-a895-45ed-9b82-5b7ed793d1cd","user_id":"1092755676","username":"babiipecinhaa","text":"#PUBLI","badges":{"moderator":"1","subscriber":"6","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431603219,"stream_offset_ms":10965219}
+{"channel":"caaua","raw_message":"@badge-info=subscriber/7;badges=moderator/1,subscriber/6,blossom-badge/4;client-nonce=8ddad1ff3f2143ecbef11e9034e7c9f3;color=#7CBEFF;display-name=babiipecinhaa;emotes=;first-msg=0;flags=;id=ea7f11c5-46dc-4eda-b191-b81b792355a9;mod=1;returning-chatter=0;room-id=415637896;subscriber=1;tmi-sent-ts=1784431603498;turbo=0;user-id=1092755676;user-type=mod :babiipecinhaa!babiipecinhaa@babiipecinhaa.tmi.twitch.tv PRIVMSG #caaua :#PUBLI","message_id":"ea7f11c5-46dc-4eda-b191-b81b792355a9","user_id":"1092755676","username":"babiipecinhaa","text":"#PUBLI","badges":{"moderator":"1","subscriber":"6","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431603498,"stream_offset_ms":10965498}
+{"channel":"caaua","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=7c73e4cc19f240279acb318238a43fd5;color=;display-name=joaovictor083_;emotes=;first-msg=0;flags=;id=e48dc1a2-4525-45f1-a29b-15bae5aa4af6;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431603577;turbo=0;user-id=499990183;user-type= :joaovictor083_!joaovictor083_@joaovictor083_.tmi.twitch.tv PRIVMSG #caaua :0 dopamina esse jogo","message_id":"e48dc1a2-4525-45f1-a29b-15bae5aa4af6","user_id":"499990183","username":"joaovictor083_","text":"0 dopamina esse jogo","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431603577,"stream_offset_ms":10965577}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=8c02dbf6-0f15-4718-b144-1999a64dbd13;color=;display-name=weesleysouzaaaa;emotes=;first-msg=0;flags=;id=27bf605e-4ad5-410a-897d-a0a69c0ae6f5;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431605234;turbo=0;user-id=1472872522;user-type= :weesleysouzaaaa!weesleysouzaaaa@weesleysouzaaaa.tmi.twitch.tv PRIVMSG #caaua :Ativa o turbo","message_id":"27bf605e-4ad5-410a-897d-a0a69c0ae6f5","user_id":"1472872522","username":"weesleysouzaaaa","text":"Ativa o turbo","badges":{},"emotes":{},"tmi_sent_ts":1784431605234,"stream_offset_ms":10967234}
+{"channel":"caaua","raw_message":"@badge-info=;badges=premium/1;client-nonce=07C116F3-A93F-49A9-81E6-B6A08B91B095;color=#FF0000;display-name=ximenesr3;emotes=;first-msg=0;flags=;id=b9a5ff53-f1c0-439d-9131-9af5c590814c;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431605313;turbo=0;user-id=780760097;user-type= :ximenesr3!ximenesr3@ximenesr3.tmi.twitch.tv PRIVMSG #caaua :minha mãe","message_id":"b9a5ff53-f1c0-439d-9131-9af5c590814c","user_id":"780760097","username":"ximenesr3","text":"minha mãe","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431605313,"stream_offset_ms":10967313}
diff --git a/data/callmecarsonlive__20260719T032645429160.jsonl b/data/callmecarsonlive__20260719T032645429160.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e0f3773024ad04f473abe4f0fdba429fce2b4393
--- /dev/null
+++ b/data/callmecarsonlive__20260719T032645429160.jsonl
@@ -0,0 +1 @@
+{"channel":"callmecarsonlive","raw_message":"@badge-info=subscriber/7;badges=subscriber/6,sub-gifter/25;client-nonce=1CA28DE9-291F-455F-80ED-A46BED86BAAC;color=#DAA520;display-name=johntriedthat;emote-only=1;emotes=emotesv2_db5c1f1183b143b4b65941618e06449b:0-7;first-msg=0;flags=;id=7ba38fce-968a-48b9-8fb4-85bb3d3e8dd5;mod=0;returning-chatter=0;room-id=76055616;subscriber=1;tmi-sent-ts=1784431604643;turbo=0;user-id=1407868750;user-type= :johntriedthat!johntriedthat@johntriedthat.tmi.twitch.tv PRIVMSG #callmecarsonlive :cmcDrool","message_id":"7ba38fce-968a-48b9-8fb4-85bb3d3e8dd5","user_id":"1407868750","username":"johntriedthat","text":"cmcDrool","badges":{"subscriber":"6","sub-gifter":"25"},"emotes":{"emotesv2_db5c1f1183b143b4b65941618e06449b":["0-7"]},"tmi_sent_ts":1784431604643,"stream_offset_ms":13268643}
diff --git a/data/cinemarxism__20260719T032645424983.jsonl b/data/cinemarxism__20260719T032645424983.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..16a37293dedb7bd55f639fd689d2ea651aa6c816
--- /dev/null
+++ b/data/cinemarxism__20260719T032645424983.jsonl
@@ -0,0 +1,6 @@
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,sub-gifter/1;client-nonce=499c48a3658b4fbea941e8a5b4c953f5;color=#8A2BE2;display-name=couldntverifymyemail;emotes=;first-msg=0;flags=;id=4bd00b82-0aad-47df-8222-5f7dc92e8033;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431593552;turbo=0;user-id=715322282;user-type= :couldntverifymyemail!couldntverifymyemail@couldntverifymyemail.tmi.twitch.tv PRIVMSG #cinemarxism :1980 btw","message_id":"4bd00b82-0aad-47df-8222-5f7dc92e8033","user_id":"715322282","username":"couldntverifymyemail","text":"1980 btw","badges":{"subscriber":"2","sub-gifter":"1"},"emotes":{},"tmi_sent_ts":1784431593552,"stream_offset_ms":11211552}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/26;badges=subscriber/12,hype-train/1;client-nonce=0830ce9739be457db00411a4f0019f91;color=#FF69B4;display-name=LegitSalvage;emotes=;first-msg=0;flags=;id=3ab0e134-3bf5-4625-815e-00bb1979ca51;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431597860;turbo=0;user-id=729064988;user-type= :legitsalvage!legitsalvage@legitsalvage.tmi.twitch.tv PRIVMSG #cinemarxism :oh no patient confidentiality KEKW","message_id":"3ab0e134-3bf5-4625-815e-00bb1979ca51","user_id":"729064988","username":"legitsalvage","text":"oh no patient confidentiality KEKW","badges":{"subscriber":"12","hype-train":"1"},"emotes":{},"tmi_sent_ts":1784431597860,"stream_offset_ms":11215860}
+{"channel":"cinemarxism","raw_message":"@badge-info=;badges=;client-nonce=273b880c-a3ed-43f5-b922-75d76bef7bcb;color=#FF69B4;display-name=commieLasagna_;emotes=;first-msg=0;flags=;id=6e4307f8-a278-48be-90e9-54b571673ee7;mod=0;returning-chatter=0;room-id=489298439;subscriber=0;tmi-sent-ts=1784431599828;turbo=0;user-id=960686285;user-type= :commielasagna_!commielasagna_@commielasagna_.tmi.twitch.tv PRIVMSG #cinemarxism :Was he in airplane?","message_id":"6e4307f8-a278-48be-90e9-54b571673ee7","user_id":"960686285","username":"commielasagna_","text":"Was he in airplane?","badges":{},"emotes":{},"tmi_sent_ts":1784431599828,"stream_offset_ms":11217828}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/14;badges=subscriber/12,went-outside/1;color=#FF7F50;display-name=h0tsaucejr;emotes=;first-msg=0;flags=;id=269ba61c-ee43-4f89-ae89-93fdc4aebd2c;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431601009;turbo=0;user-id=540600459;user-type= :h0tsaucejr!h0tsaucejr@h0tsaucejr.tmi.twitch.tv PRIVMSG #cinemarxism :oh hes in airplane right","message_id":"269ba61c-ee43-4f89-ae89-93fdc4aebd2c","user_id":"540600459","username":"h0tsaucejr","text":"oh hes in airplane right","badges":{"subscriber":"12","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431601009,"stream_offset_ms":11219009}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/3;badges=subscriber/3,streamer-awards-tux/1;client-nonce=2ffb5b6df3d04f8ca342b800443d3b3b;color=#00FF7F;display-name=Doubleplusepic;emotes=;first-msg=0;flags=;id=32005845-5b16-4efd-ba32-b3fcfb0227eb;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431601165;turbo=0;user-id=93563391;user-type= :doubleplusepic!doubleplusepic@doubleplusepic.tmi.twitch.tv PRIVMSG #cinemarxism :Is this the glue sniffing guy from Airplane??","message_id":"32005845-5b16-4efd-ba32-b3fcfb0227eb","user_id":"93563391","username":"doubleplusepic","text":"Is this the glue sniffing guy from Airplane??","badges":{"subscriber":"3","streamer-awards-tux":"1"},"emotes":{},"tmi_sent_ts":1784431601165,"stream_offset_ms":11219165}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/27;badges=subscriber/12,nasa-artemis-ii/1;client-nonce=2cdfe8f362ba444daa6eaa2746af136c;color=#0F4C81;display-name=nateking12;emotes=;first-msg=0;flags=;id=cb82b620-acb8-4ff1-bfd2-7573f8b85981;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431605137;turbo=0;user-id=50643275;user-type= :nateking12!nateking12@nateking12.tmi.twitch.tv PRIVMSG #cinemarxism :lol","message_id":"cb82b620-acb8-4ff1-bfd2-7573f8b85981","user_id":"50643275","username":"nateking12","text":"lol","badges":{"subscriber":"12","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431605137,"stream_offset_ms":11223137}
diff --git a/data/cyqop__20260719T032645428483.jsonl b/data/cyqop__20260719T032645428483.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..39eb3e095e99733543173c61ac478f2893ad5cb6
--- /dev/null
+++ b/data/cyqop__20260719T032645428483.jsonl
@@ -0,0 +1 @@
+{"channel":"cyqop","raw_message":"@badge-info=subscriber/3;badges=subscriber/3,nasa-artemis-ii/1;client-nonce=e6436adef7174317a0f51a6a9d515288;color=;display-name=Yukiharuhu;emotes=;first-msg=0;flags=;id=b4f40f4b-e156-44e1-b386-7ce0b126c4d4;mod=0;returning-chatter=0;room-id=91122178;subscriber=1;tmi-sent-ts=1784431601112;turbo=0;user-id=64426636;user-type= :yukiharuhu!yukiharuhu@yukiharuhu.tmi.twitch.tv PRIVMSG #cyqop :Je suis en larme hahaha","message_id":"b4f40f4b-e156-44e1-b386-7ce0b126c4d4","user_id":"64426636","username":"yukiharuhu","text":"Je suis en larme hahaha","badges":{"subscriber":"3","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431601112,"stream_offset_ms":48597112}
diff --git a/data/eajpark__20260719T032645424283.jsonl b/data/eajpark__20260719T032645424283.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c9dac8fbe8be9fa7d14da42b15a9498336a9ef25
--- /dev/null
+++ b/data/eajpark__20260719T032645424283.jsonl
@@ -0,0 +1,6 @@
+{"channel":"eajpark","raw_message":"@badge-info=subscriber/11;badges=subscriber/9,sub-gift-leader/1;client-nonce=13a7375d-596d-4a5d-81c9-ef994d00a077;color=#FF0000;display-name=kamjaegi;emotes=;first-msg=0;flags=;id=54e1fb3a-0c8f-4bda-ae36-0e62629e4f2e;mod=0;returning-chatter=0;room-id=572082587;subscriber=1;tmi-sent-ts=1784431593377;turbo=0;user-id=742843226;user-type= :kamjaegi!kamjaegi@kamjaegi.tmi.twitch.tv PRIVMSG #eajpark :IN GAME","message_id":"54e1fb3a-0c8f-4bda-ae36-0e62629e4f2e","user_id":"742843226","username":"kamjaegi","text":"IN GAME","badges":{"subscriber":"9","sub-gift-leader":"1"},"emotes":{},"tmi_sent_ts":1784431593377,"stream_offset_ms":7697377}
+{"channel":"eajpark","raw_message":"@badge-info=;badges=;client-nonce=6D0B79F7-D2CD-4889-AF10-22BD7B6D7638;color=#FF0000;display-name=sarah_nv;emotes=;first-msg=0;flags=;id=c267dbc6-84b6-438c-8dac-8da72136056d;mod=0;reply-parent-display-name=believeinjae;reply-parent-msg-body=@sarah_nv\\sthe\\spointing\\sfinger\\sis\\sat\\sother\\speople;reply-parent-msg-id=f104692c-8372-41b4-b3cf-b4b52a466131;reply-parent-user-id=661909220;reply-parent-user-login=believeinjae;reply-thread-parent-display-name=sarah_nv;reply-thread-parent-msg-id=0b3c45e8-2757-4e25-a958-c2ee93d6c3d1;reply-thread-parent-user-id=76897698;reply-thread-parent-user-login=sarah_nv;returning-chatter=0;room-id=572082587;subscriber=0;tmi-sent-ts=1784431594850;turbo=0;user-id=76897698;user-type= :sarah_nv!sarah_nv@sarah_nv.tmi.twitch.tv PRIVMSG #eajpark :@believeinjae I’m just saying if someone is already reflecting on their mistakes then are they really as bad as they think they are?","message_id":"c267dbc6-84b6-438c-8dac-8da72136056d","user_id":"76897698","username":"sarah_nv","text":"@believeinjae I’m just saying if someone is already reflecting on their mistakes then are they really as bad as they think they are?","badges":{},"emotes":{},"tmi_sent_ts":1784431594850,"stream_offset_ms":7698850}
+{"channel":"eajpark","raw_message":"@badge-info=;badges=;client-nonce=6569F99E-54F6-4F75-9FB5-E5096D5DA1BC;color=;display-name=beth_cia0222;emotes=;first-msg=0;flags=;id=7461f065-9621-4673-9369-34061cfac56a;mod=0;returning-chatter=0;room-id=572082587;subscriber=0;tmi-sent-ts=1784431594987;turbo=0;user-id=520697476;user-type= :beth_cia0222!beth_cia0222@beth_cia0222.tmi.twitch.tv PRIVMSG #eajpark :in game","message_id":"7461f065-9621-4673-9369-34061cfac56a","user_id":"520697476","username":"beth_cia0222","text":"in game","badges":{},"emotes":{},"tmi_sent_ts":1784431594987,"stream_offset_ms":7698987}
+{"channel":"eajpark","raw_message":"@badge-info=subscriber/44;badges=subscriber/24,twitch-recap-2025/1;color=#FF4500;display-name=clareajta;emotes=;first-msg=0;flags=;id=f87e4fbe-8dd3-4b21-a732-9355e5008c88;mod=0;returning-chatter=0;room-id=572082587;subscriber=1;tmi-sent-ts=1784431596693;turbo=0;user-id=576642523;user-type= :clareajta!clareajta@clareajta.tmi.twitch.tv PRIVMSG #eajpark :KEKW","message_id":"f87e4fbe-8dd3-4b21-a732-9355e5008c88","user_id":"576642523","username":"clareajta","text":"KEKW","badges":{"subscriber":"24","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431596693,"stream_offset_ms":7700693}
+{"channel":"eajpark","raw_message":"@badge-info=;badges=;client-nonce=798850def0da4553a74b0e767deeb8e2;color=#FF0000;display-name=hnynha;emotes=;first-msg=0;flags=;id=f0f78d6b-3ae8-4c02-a556-65efe24567e2;mod=0;returning-chatter=0;room-id=572082587;subscriber=0;tmi-sent-ts=1784431600453;turbo=0;user-id=590591470;user-type= :hnynha!hnynha@hnynha.tmi.twitch.tv PRIVMSG #eajpark :thank u for being so honest, jae","message_id":"f0f78d6b-3ae8-4c02-a556-65efe24567e2","user_id":"590591470","username":"hnynha","text":"thank u for being so honest, jae","badges":{},"emotes":{},"tmi_sent_ts":1784431600453,"stream_offset_ms":7704453}
+{"channel":"eajpark","raw_message":"@badge-info=;badges=;color=#FF69B4;display-name=이지야915;emotes=;first-msg=0;flags=;id=42c3ec12-071f-4bb9-93f0-97009384d542;mod=0;returning-chatter=0;room-id=572082587;subscriber=0;tmi-sent-ts=1784431600646;turbo=0;user-id=956717223;user-type= :jaeeajya!jaeeajya@jaeeajya.tmi.twitch.tv PRIVMSG #eajpark :오늘 한국 주일인데 말씀듣는거같아요 ㅎ","message_id":"42c3ec12-071f-4bb9-93f0-97009384d542","user_id":"956717223","username":"jaeeajya","text":"오늘 한국 주일인데 말씀듣는거같아요 ㅎ","badges":{},"emotes":{},"tmi_sent_ts":1784431600646,"stream_offset_ms":7704646}
diff --git a/data/emiru247__20260719T032645427961.jsonl b/data/emiru247__20260719T032645427961.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d957a8fc8f3cb6839fc7083d19f1fe82f4abb843
--- /dev/null
+++ b/data/emiru247__20260719T032645427961.jsonl
@@ -0,0 +1 @@
+{"channel":"emiru247","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,nasa-artemis-ii/1;client-nonce=d972a551a8ec45ea855e37315e3e98d8;color=#8A2BE2;display-name=Lunchbreakk;emotes=;first-msg=0;flags=;id=4fbdcced-f2e4-4506-a09b-cdc9d1ceba95;mod=0;returning-chatter=0;room-id=137518388;subscriber=1;tmi-sent-ts=1784431598720;turbo=0;user-id=35084760;user-type= :lunchbreakk!lunchbreakk@lunchbreakk.tmi.twitch.tv PRIVMSG #emiru247 :fallDamage","message_id":"4fbdcced-f2e4-4506-a09b-cdc9d1ceba95","user_id":"35084760","username":"lunchbreakk","text":"fallDamage","badges":{"subscriber":"0","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431598720,"stream_offset_ms":162070720}
diff --git a/data/euellenmaggnus__20260719T032645428923.jsonl b/data/euellenmaggnus__20260719T032645428923.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a2d1a994e7a8682055e02d735dc89f5b06c1c303
--- /dev/null
+++ b/data/euellenmaggnus__20260719T032645428923.jsonl
@@ -0,0 +1,2 @@
+{"channel":"euellenmaggnus","raw_message":"@badge-info=predictions/ESPANHA;badges=predictions/pink-2,vip/1,blossom-badge/4;client-nonce=3931e88a-a5ee-455a-9a3c-62d544b8c0bd;color=#FF0000;display-name=Lanadka;emotes=;first-msg=0;flags=;id=61cbce42-e8c2-49b5-af5c-7e0d523ccd25;mod=0;returning-chatter=0;room-id=1095116475;subscriber=0;tmi-sent-ts=1784431602929;turbo=0;user-id=1323705748;user-type=;vip=1 :lanadka!lanadka@lanadka.tmi.twitch.tv PRIVMSG #euellenmaggnus :Oloko","message_id":"61cbce42-e8c2-49b5-af5c-7e0d523ccd25","user_id":"1323705748","username":"lanadka","text":"Oloko","badges":{"predictions":"pink-2","vip":"1","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431602929,"stream_offset_ms":22275929}
+{"channel":"euellenmaggnus","raw_message":"@badge-info=subscriber/4;badges=subscriber/3,bits/1;client-nonce=4bea38fe20c94d42a75eed3f17f59f57;color=#D2691E;display-name=capitaosilenciado;emotes=;first-msg=0;flags=;id=4307ba3b-5e90-43ce-9a99-8bf820dedc9d;mod=0;returning-chatter=0;room-id=1095116475;subscriber=1;tmi-sent-ts=1784431604530;turbo=0;user-id=1455609173;user-type= :capitaosilenciado!capitaosilenciado@capitaosilenciado.tmi.twitch.tv PRIVMSG #euellenmaggnus :dawn","message_id":"4307ba3b-5e90-43ce-9a99-8bf820dedc9d","user_id":"1455609173","username":"capitaosilenciado","text":"dawn","badges":{"subscriber":"3","bits":"1"},"emotes":{},"tmi_sent_ts":1784431604530,"stream_offset_ms":22277530}
diff --git a/data/fafa__20260719T032645424846.jsonl b/data/fafa__20260719T032645424846.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..366bd7b7bf1f819e5167826abffc78e3554f0992
--- /dev/null
+++ b/data/fafa__20260719T032645424846.jsonl
@@ -0,0 +1,15 @@
+{"channel":"fafa","raw_message":"@badge-info=subscriber/13;badges=subscriber/12,premium/1;client-nonce=6b372c12d8214724a89e3bf85b838884;color=;display-name=ElGerbinhos;emotes=;first-msg=0;flags=;id=a572180c-16fc-4b2f-9bf1-6f54354b10be;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431593481;turbo=0;user-id=109881197;user-type= :elgerbinhos!elgerbinhos@elgerbinhos.tmi.twitch.tv PRIVMSG #fafa :on est chez ravus ou quoi ??","message_id":"a572180c-16fc-4b2f-9bf1-6f54354b10be","user_id":"109881197","username":"elgerbinhos","text":"on est chez ravus ou quoi ??","badges":{"subscriber":"12","premium":"1"},"emotes":{},"tmi_sent_ts":1784431593481,"stream_offset_ms":3007481}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=0caa4f7a-e598-4cf9-b38a-80c68f40faba;color=;display-name=riritwitch7;emotes=;first-msg=0;flags=;id=cb3b975e-ddd8-4367-9a0d-520392f125a3;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431594630;turbo=0;user-id=713962455;user-type= :riritwitch7!riritwitch7@riritwitch7.tmi.twitch.tv PRIVMSG #fafa :Millésime K","message_id":"cb3b975e-ddd8-4367-9a0d-520392f125a3","user_id":"713962455","username":"riritwitch7","text":"Millésime K","badges":{},"emotes":{},"tmi_sent_ts":1784431594630,"stream_offset_ms":3008630}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/17;badges=subscriber/12,glhf-pledge/1;client-nonce=49194d00b01d4ff6b3211411386f00df;color=#6200FF;display-name=BC_Yomar;emotes=;first-msg=0;flags=;id=154ff755-7977-4d76-b0e6-5a505dd9188f;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431596267;turbo=0;user-id=462376098;user-type= :bc_yomar!bc_yomar@bc_yomar.tmi.twitch.tv PRIVMSG #fafa :La perte de johnny au patrimoine musical de france c'est l'équivalent de l'assassinat de JFK au states","message_id":"154ff755-7977-4d76-b0e6-5a505dd9188f","user_id":"462376098","username":"bc_yomar","text":"La perte de johnny au patrimoine musical de france c'est l'équivalent de l'assassinat de JFK au states","badges":{"subscriber":"12","glhf-pledge":"1"},"emotes":{},"tmi_sent_ts":1784431596267,"stream_offset_ms":3010267}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=f175a26e-4bd2-41a6-afb4-5c247f21b17a;color=#1E90FF;display-name=dbzxcfdgshaqwertyuuiiopie;emotes=;first-msg=0;flags=;id=9a2368a1-63b2-4d53-a6a5-a5aba921174a;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431597646;turbo=0;user-id=479087128;user-type= :dbzxcfdgshaqwertyuuiiopie!dbzxcfdgshaqwertyuuiiopie@dbzxcfdgshaqwertyuuiiopie.tmi.twitch.tv PRIVMSG #fafa :La chanson odeur halouf dans le couscous","message_id":"9a2368a1-63b2-4d53-a6a5-a5aba921174a","user_id":"479087128","username":"dbzxcfdgshaqwertyuuiiopie","text":"La chanson odeur halouf dans le couscous","badges":{},"emotes":{},"tmi_sent_ts":1784431597646,"stream_offset_ms":3011646}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=7a21acc7-27fb-4ca8-a92c-3d3e15f063cf;color=;display-name=lsbornready;emotes=;first-msg=0;flags=;id=6468fc23-59ac-4832-bd06-a68184199cb6;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431598426;turbo=0;user-id=210613580;user-type= :lsbornready!lsbornready@lsbornready.tmi.twitch.tv PRIVMSG #fafa :La musique de distric","message_id":"6468fc23-59ac-4832-bd06-a68184199cb6","user_id":"210613580","username":"lsbornready","text":"La musique de distric","badges":{},"emotes":{},"tmi_sent_ts":1784431598426,"stream_offset_ms":3012426}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/34;badges=subscriber/30;client-nonce=7b17268c0a9b479f862087ae96fd9434;color=#FF0000;display-name=lechanzzz;emotes=;first-msg=0;flags=;id=49b9fcb8-b8c1-4abb-b76e-4f431cd0dc6d;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431598666;turbo=0;user-id=458581412;user-type= :lechanzzz!lechanzzz@lechanzzz.tmi.twitch.tv PRIVMSG #fafa :haqAllah c'est une abomination","message_id":"49b9fcb8-b8c1-4abb-b76e-4f431cd0dc6d","user_id":"458581412","username":"lechanzzz","text":"haqAllah c'est une abomination","badges":{"subscriber":"30"},"emotes":{},"tmi_sent_ts":1784431598666,"stream_offset_ms":3012666}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/4;badges=subscriber/3;color=#0000FF;display-name=laflemmmme;emotes=;first-msg=0;flags=;id=bb32122f-abd7-40d4-9fec-c25cef3ed701;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431598853;turbo=0;user-id=674076492;user-type= :laflemmmme!laflemmmme@laflemmmme.tmi.twitch.tv PRIVMSG #fafa :Azy stp fafa","message_id":"bb32122f-abd7-40d4-9fec-c25cef3ed701","user_id":"674076492","username":"laflemmmme","text":"Azy stp fafa","badges":{"subscriber":"3"},"emotes":{},"tmi_sent_ts":1784431598853,"stream_offset_ms":3012853}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=0ECF5100-1988-4A4A-B6C5-9F92820FADE5;color=;display-name=dezerbiballeeffect;emotes=;first-msg=0;flags=;id=31297b8d-60ad-46be-a572-ec37f62a76e2;mod=0;reply-parent-display-name=ElGerbinhos;reply-parent-msg-body=on\\sest\\schez\\sravus\\sou\\squoi;reply-parent-msg-id=e08e8db5-5e8e-4f18-ad8e-9455ae84890b;reply-parent-user-id=109881197;reply-parent-user-login=elgerbinhos;reply-thread-parent-display-name=ElGerbinhos;reply-thread-parent-msg-id=e08e8db5-5e8e-4f18-ad8e-9455ae84890b;reply-thread-parent-user-id=109881197;reply-thread-parent-user-login=elgerbinhos;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431599579;turbo=0;user-id=272524955;user-type= :dezerbiballeeffect!dezerbiballeeffect@dezerbiballeeffect.tmi.twitch.tv PRIVMSG #fafa :@ElGerbinhos 😂😂😂","message_id":"31297b8d-60ad-46be-a572-ec37f62a76e2","user_id":"272524955","username":"dezerbiballeeffect","text":"@ElGerbinhos 😂😂😂","badges":{},"emotes":{},"tmi_sent_ts":1784431599579,"stream_offset_ms":3013579}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=edeab1ab-f0ca-4fdc-b06b-fcf9b8e643ce;color=;display-name=azedk4___________________;emotes=;first-msg=0;flags=;id=21103f06-856a-41b3-bf1c-98fb083c24ae;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431600624;turbo=0;user-id=1517137727;user-type= :azedk4___________________!azedk4___________________@azedk4___________________.tmi.twitch.tv PRIVMSG #fafa :FAIT PLUS J'AIMAIS CA PAR CONTRE","message_id":"21103f06-856a-41b3-bf1c-98fb083c24ae","user_id":"1517137727","username":"azedk4___________________","text":"FAIT PLUS J'AIMAIS CA PAR CONTRE","badges":{},"emotes":{},"tmi_sent_ts":1784431600624,"stream_offset_ms":3014624}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/7;badges=subscriber/6;client-nonce=695F8420-C845-4142-BD7F-D8EB0D64219C;color=#8A2BE2;display-name=itasos_;emotes=;first-msg=0;flags=15-20:P.5;id=df84fc79-fe23-4ab3-9730-56c672242f13;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431601655;turbo=0;user-id=436872174;user-type= :itasos_!itasos_@itasos_.tmi.twitch.tv PRIVMSG #fafa :le son de gros encule","message_id":"df84fc79-fe23-4ab3-9730-56c672242f13","user_id":"436872174","username":"itasos_","text":"le son de gros encule","badges":{"subscriber":"6"},"emotes":{},"tmi_sent_ts":1784431601655,"stream_offset_ms":3015655}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=F1A71647-DA5E-423E-B66B-0C4EA5D854C7;color=;display-name=Moussalrz;emotes=;first-msg=0;flags=;id=bf93ea5b-f732-4984-ba80-5297d79d4ea0;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431602303;turbo=0;user-id=715095519;user-type= :moussalrz!moussalrz@moussalrz.tmi.twitch.tv PRIVMSG #fafa :tu veux qu’on dégage ou quoi","message_id":"bf93ea5b-f732-4984-ba80-5297d79d4ea0","user_id":"715095519","username":"moussalrz","text":"tu veux qu’on dégage ou quoi","badges":{},"emotes":{},"tmi_sent_ts":1784431602303,"stream_offset_ms":3016303}
+{"channel":"fafa","raw_message":"@badge-info=;badges=superultracombo-2023/1;client-nonce=c0f6338584354c07ba4d70327ec2ec1e;color=;display-name=Mxkakk;emotes=;first-msg=0;flags=7-12:P.5;id=1f81f2f8-c337-4f73-854b-834b9380e262;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431602321;turbo=0;user-id=894754837;user-type= :mxkakk!mxkakk@mxkakk.tmi.twitch.tv PRIVMSG #fafa :t vrmt niquer ahhahahah","message_id":"1f81f2f8-c337-4f73-854b-834b9380e262","user_id":"894754837","username":"mxkakk","text":"t vrmt niquer ahhahahah","badges":{"superultracombo-2023":"1"},"emotes":{},"tmi_sent_ts":1784431602321,"stream_offset_ms":3016321}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=1b0a87ee-74ea-41e1-bf5b-0f9ab19f9e28;color=;display-name=riritwitch7;emotes=;first-msg=0;flags=;id=ece24a7c-f356-4299-b2c6-0d21bda8231e;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431602647;turbo=0;user-id=713962455;user-type= :riritwitch7!riritwitch7@riritwitch7.tmi.twitch.tv PRIVMSG #fafa :Croc Blanc","message_id":"ece24a7c-f356-4299-b2c6-0d21bda8231e","user_id":"713962455","username":"riritwitch7","text":"Croc Blanc","badges":{},"emotes":{},"tmi_sent_ts":1784431602647,"stream_offset_ms":3016647}
+{"channel":"fafa","raw_message":"@badge-info=;badges=partner/1;client-nonce=A531849B-0C7B-4A1C-BA0E-843B18407F7F;color=#FF00B0;display-name=Ploufa;emotes=;first-msg=0;flags=;id=463983dc-3382-494d-8cd9-5a8bcb91928c;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431603137;turbo=0;user-id=453506195;user-type= :ploufa!ploufa@ploufa.tmi.twitch.tv PRIVMSG #fafa :vas-y met nono la grint","message_id":"463983dc-3382-494d-8cd9-5a8bcb91928c","user_id":"453506195","username":"ploufa","text":"vas-y met nono la grint","badges":{"partner":"1"},"emotes":{},"tmi_sent_ts":1784431603137,"stream_offset_ms":3017137}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/27;badges=subscriber/24;client-nonce=acc7be00-cc65-4497-97be-52f3cc83c15a;color=#8A2BE2;display-name=Faizcmoa;emotes=;first-msg=0;flags=32-36:S.5;id=5fd463ae-1395-48b0-b520-fb63426803a6;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431604488;turbo=0;user-id=444400511;user-type= :faizcmoa!faizcmoa@faizcmoa.tmi.twitch.tv PRIVMSG #fafa :Comment tu chantes ça a pleine gorge","message_id":"5fd463ae-1395-48b0-b520-fb63426803a6","user_id":"444400511","username":"faizcmoa","text":"Comment tu chantes ça a pleine gorge","badges":{"subscriber":"24"},"emotes":{},"tmi_sent_ts":1784431604488,"stream_offset_ms":3018488}
diff --git a/data/fanum__20260719T032645424536.jsonl b/data/fanum__20260719T032645424536.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d65530dc4e1ba20b661f60956fdda702903c4809
--- /dev/null
+++ b/data/fanum__20260719T032645424536.jsonl
@@ -0,0 +1,32 @@
+{"channel":"fanum","raw_message":"@badge-info=;badges=no_audio/1;client-nonce=138f6a58-92e6-412a-9439-c952fcc66572;color=#9ACD32;display-name=limile03;emotes=;first-msg=0;flags=;id=9775bc82-41ba-45e1-8d2d-3ad05393a7b0;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431593405;turbo=0;user-id=1381025182;user-type= :limile03!limile03@limile03.tmi.twitch.tv PRIVMSG #fanum :Where kai att","message_id":"9775bc82-41ba-45e1-8d2d-3ad05393a7b0","user_id":"1381025182","username":"limile03","text":"Where kai att","badges":{"no_audio":"1"},"emotes":{},"tmi_sent_ts":1784431593405,"stream_offset_ms":17506405}
+{"channel":"fanum","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=6048ad31-afbc-4aff-b332-69a49904a874;color=#1E90FF;display-name=RonnieBoxwater;emotes=;first-msg=0;flags=;id=116b8e91-cfc1-48fd-8206-47656ffe5a44;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431594397;turbo=0;user-id=673600770;user-type= :ronnieboxwater!ronnieboxwater@ronnieboxwater.tmi.twitch.tv PRIVMSG #fanum :🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴 El Fanum Mi Hermano","message_id":"116b8e91-cfc1-48fd-8206-47656ffe5a44","user_id":"673600770","username":"ronnieboxwater","text":"🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴🇩🇴 El Fanum Mi Hermano","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431594397,"stream_offset_ms":17507397}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=F9A94320-77D9-4D41-B138-A854973FEB55;color=;display-name=lenbillz2;emotes=;first-msg=0;flags=;id=b58bd7db-e409-48d3-b46e-a953bf6e10d0;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431594409;turbo=0;user-id=1520447127;user-type= :lenbillz2!lenbillz2@lenbillz2.tmi.twitch.tv PRIVMSG #fanum :check on max check on max","message_id":"b58bd7db-e409-48d3-b46e-a953bf6e10d0","user_id":"1520447127","username":"lenbillz2","text":"check on max check on max","badges":{},"emotes":{},"tmi_sent_ts":1784431594409,"stream_offset_ms":17507409}
+{"channel":"fanum","raw_message":"@badge-info=;badges=superultracombo-2023/1;client-nonce=FBA7B2B9-628E-424C-9A96-40D020D3437D;color=#FF0000;display-name=Nitros998;emotes=;first-msg=0;flags=;id=9ace1ffc-878c-4dd2-92b3-da2b895aac22;mod=0;reply-parent-display-name=KINGicy_III;reply-parent-msg-body=@IdkDylan64\\sTo\\snarnia;reply-parent-msg-id=72e6b94c-6a79-4450-95fe-6e4aeb594148;reply-parent-user-id=463224804;reply-parent-user-login=kingicy_iii;reply-thread-parent-display-name=IdkDylan64;reply-thread-parent-msg-id=377dd2fc-ee75-4593-aa7d-ef16230a99f2;reply-thread-parent-user-id=1133824622;reply-thread-parent-user-login=idkdylan64;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431594524;turbo=0;user-id=168064188;user-type= :nitros998!nitros998@nitros998.tmi.twitch.tv PRIVMSG #fanum :@KINGicy_III that’s not Kai 💀💀","message_id":"9ace1ffc-878c-4dd2-92b3-da2b895aac22","user_id":"168064188","username":"nitros998","text":"@KINGicy_III that’s not Kai 💀💀","badges":{"superultracombo-2023":"1"},"emotes":{},"tmi_sent_ts":1784431594524,"stream_offset_ms":17507524}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=35872704-c6a9-4569-b78b-371ff97b99e4;color=;display-name=wahinejag50;emotes=;first-msg=0;flags=56-61:A.3;id=dd0a1892-534b-43c2-8454-cd6db4fb0d4b;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431595069;turbo=0;user-id=1138242178;user-type= :wahinejag50!wahinejag50@wahinejag50.tmi.twitch.tv PRIVMSG #fanum :Hell they might be h helping kai get him s9me so nobody snitch on him, they no going break the law","message_id":"dd0a1892-534b-43c2-8454-cd6db4fb0d4b","user_id":"1138242178","username":"wahinejag50","text":"Hell they might be h helping kai get him s9me so nobody snitch on him, they no going break the law","badges":{},"emotes":{},"tmi_sent_ts":1784431595069,"stream_offset_ms":17508069}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;color=;display-name=luissajche;emote-only=1;emotes=emotesv2_e41e4d6808224f25ae1fb625aa26de63:0-9/emotesv2_ef45742769dc4bcdbf92d1e11cacf211:11-17,19-25,27-33/emotesv2_0cc5805c89c5458c93b09f2192a37836:35-42,44-51,53-60,62-69;first-msg=0;flags=;id=3c8dfd71-82d3-4587-b057-7e2f2ae7c6fa;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431595183;turbo=0;user-id=1316847494;user-type= :luissajche!luissajche@luissajche.tmi.twitch.tv PRIVMSG #fanum :GoatEmotey IAmClap IAmClap IAmClap GoalHype GoalHype GoalHype GoalHype","message_id":"3c8dfd71-82d3-4587-b057-7e2f2ae7c6fa","user_id":"1316847494","username":"luissajche","text":"GoatEmotey IAmClap IAmClap IAmClap GoalHype GoalHype GoalHype GoalHype","badges":{},"emotes":{"emotesv2_e41e4d6808224f25ae1fb625aa26de63":["0-9"],"emotesv2_ef45742769dc4bcdbf92d1e11cacf211":["11-17","19-25","27-33"],"emotesv2_0cc5805c89c5458c93b09f2192a37836":["35-42","44-51","53-60","62-69"]},"tmi_sent_ts":1784431595183,"stream_offset_ms":17508183}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=59E70765-42F9-4191-B685-8E90B9BD7323;color=#FF0000;display-name=leonardo_dt;emotes=;first-msg=1;flags=;id=ff46c57f-9155-4397-ab72-ccf2db7cd21c;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431595501;turbo=0;user-id=445137171;user-type= :leonardo_dt!leonardo_dt@leonardo_dt.tmi.twitch.tv PRIVMSG #fanum :chill I’m crying now","message_id":"ff46c57f-9155-4397-ab72-ccf2db7cd21c","user_id":"445137171","username":"leonardo_dt","text":"chill I’m crying now","badges":{},"emotes":{},"tmi_sent_ts":1784431595501,"stream_offset_ms":17508501}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;color=#0000FF;display-name=caytrixy;emotes=;first-msg=0;flags=;id=c8b15efa-7e91-45ea-a530-040b017248b4;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431596391;turbo=0;user-id=619043893;user-type= :caytrixy!caytrixy@caytrixy.tmi.twitch.tv PRIVMSG #fanum :they leaving lol","message_id":"c8b15efa-7e91-45ea-a530-040b017248b4","user_id":"619043893","username":"caytrixy","text":"they leaving lol","badges":{},"emotes":{},"tmi_sent_ts":1784431596391,"stream_offset_ms":17509391}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=D0387E9B-8E8E-4BB2-B3A8-3EC8B219632A;color=;display-name=lenbillz2;emotes=;first-msg=0;flags=;id=1f37115e-9a51-4435-bd63-a5f2408b5ae3;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431596933;turbo=0;user-id=1520447127;user-type= :lenbillz2!lenbillz2@lenbillz2.tmi.twitch.tv PRIVMSG #fanum :spam check on max check on max","message_id":"1f37115e-9a51-4435-bd63-a5f2408b5ae3","user_id":"1520447127","username":"lenbillz2","text":"spam check on max check on max","badges":{},"emotes":{},"tmi_sent_ts":1784431596933,"stream_offset_ms":17509933}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=5B5B87C5-4330-419A-B2E6-10044B29B611;color=;display-name=ohhjayy5;emotes=;first-msg=0;flags=;id=4256bd2f-1936-4ab1-9506-33490e98df4a;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431596947;turbo=0;user-id=1261533930;user-type= :ohhjayy5!ohhjayy5@ohhjayy5.tmi.twitch.tv PRIVMSG #fanum :PUT THEcam","message_id":"4256bd2f-1936-4ab1-9506-33490e98df4a","user_id":"1261533930","username":"ohhjayy5","text":"PUT THEcam","badges":{},"emotes":{},"tmi_sent_ts":1784431596947,"stream_offset_ms":17509947}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=478BA61E-4A75-4DA4-BE7C-463E5511E8BD;color=#8A2BE2;display-name=acookiexo;emotes=;first-msg=0;flags=;id=7fded0c3-d715-4dea-9406-d183a038f2c5;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431597532;turbo=0;user-id=981077944;user-type= :acookiexo!acookiexo@acookiexo.tmi.twitch.tv PRIVMSG #fanum :nyyyy innnaaaa buildinggggggg","message_id":"7fded0c3-d715-4dea-9406-d183a038f2c5","user_id":"981077944","username":"acookiexo","text":"nyyyy innnaaaa buildinggggggg","badges":{},"emotes":{},"tmi_sent_ts":1784431597532,"stream_offset_ms":17510532}
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+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=5B2CF757-980D-4713-B0D3-08C047FE1522;color=;display-name=jay_dotomuch;emotes=;first-msg=1;flags=;id=dfb7960d-349f-4f33-870a-ee7948ca9df4;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431597823;turbo=0;user-id=1518364702;user-type= :jay_dotomuch!jay_dotomuch@jay_dotomuch.tmi.twitch.tv PRIVMSG #fanum :Drop Low EVB SPAM Drop Low EVB SPAMDrop Low EVB SPAM","message_id":"dfb7960d-349f-4f33-870a-ee7948ca9df4","user_id":"1518364702","username":"jay_dotomuch","text":"Drop Low EVB SPAM Drop Low EVB SPAMDrop Low EVB SPAM","badges":{},"emotes":{},"tmi_sent_ts":1784431597823,"stream_offset_ms":17510823}
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diff --git a/data/fleeceking__20260719T032645427234.jsonl b/data/fleeceking__20260719T032645427234.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f36b1143fc55eaa5677fecd69ec683e5b4d05764
--- /dev/null
+++ b/data/fleeceking__20260719T032645427234.jsonl
@@ -0,0 +1,9 @@
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+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,premium/1;client-nonce=E5781F9B-4CAC-4D73-A5E8-41058B8D5837;color=#FF0000;display-name=Canadian_Canuk;emotes=;first-msg=0;flags=;id=b6b2a7e1-7216-4d61-8575-7fa0b2f518a1;mod=0;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431602995;turbo=0;user-id=15478269;user-type= :canadian_canuk!canadian_canuk@canadian_canuk.tmi.twitch.tv PRIVMSG #fleeceking :thank you","message_id":"b6b2a7e1-7216-4d61-8575-7fa0b2f518a1","user_id":"15478269","username":"canadian_canuk","text":"thank you","badges":{"subscriber":"0","premium":"1"},"emotes":{},"tmi_sent_ts":1784431602995,"stream_offset_ms":5069995}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/46;badges=subscriber/0,meltan/1;client-nonce=ba4c520d845f48d19ad9f03e1268caf0;color=#0000FF;display-name=bluemoonforme;emotes=;first-msg=0;flags=;id=85e294e6-96fc-4112-a3b9-71d5dfe75ce6;mod=0;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431603010;turbo=0;user-id=71979582;user-type= :bluemoonforme!bluemoonforme@bluemoonforme.tmi.twitch.tv PRIVMSG #fleeceking :50 BOMB","message_id":"85e294e6-96fc-4112-a3b9-71d5dfe75ce6","user_id":"71979582","username":"bluemoonforme","text":"50 BOMB","badges":{"subscriber":"0","meltan":"1"},"emotes":{},"tmi_sent_ts":1784431603010,"stream_offset_ms":5070010}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/16;badges=moderator/1,subscriber/0,team-valor/1;client-nonce=C61C5483-9AA2-475A-B97D-3228C329C3F3;color=#FF7F50;display-name=vidasmom;emotes=;first-msg=0;flags=;id=7d90c2b3-12a5-4c4c-a405-23ac98133614;mod=1;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431603398;turbo=0;user-id=1271683936;user-type=mod :vidasmom!vidasmom@vidasmom.tmi.twitch.tv PRIVMSG #fleeceking :commence the crying thing","message_id":"7d90c2b3-12a5-4c4c-a405-23ac98133614","user_id":"1271683936","username":"vidasmom","text":"commence the crying thing","badges":{"moderator":"1","subscriber":"0","team-valor":"1"},"emotes":{},"tmi_sent_ts":1784431603398,"stream_offset_ms":5070398}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/54;badges=moderator/1,subscriber/3000,team-valor/1;client-nonce=a712e68bcf62459786ac65db3f15c690;color=#832BE3;display-name=FortuneKookii;emotes=emotesv2_15c447b106d34a358fe7cb9cecad1d80:22-32,34-44,46-56,58-68,70-80,82-92,94-104,106-116,208-218,220-230,232-242,244-254/303999100:118-131,133-146,148-161,163-176,178-191,193-206;first-msg=0;flags=;id=a59c3976-3fcb-4526-a864-a22a512ea3a3;mod=1;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431604309;turbo=0;user-id=724057373;user-type=mod :fortunekookii!fortunekookii@fortunekookii.tmi.twitch.tv PRIVMSG #fleeceking :@anonymoususergifting fleece2Love fleece2Love fleece2Love fleece2Love fleece2Love fleece2Love fleece2Love fleece2Love fleece2SubHype fleece2SubHype fleece2SubHype fleece2SubHype fleece2SubHype fleece2SubHype fleece2Love fleece2Love fleece2Love fleece2Love","message_id":"a59c3976-3fcb-4526-a864-a22a512ea3a3","user_id":"724057373","username":"fortunekookii","text":"@anonymoususergifting fleece2Love fleece2Love fleece2Love fleece2Love fleece2Love fleece2Love fleece2Love fleece2Love fleece2SubHype fleece2SubHype fleece2SubHype fleece2SubHype fleece2SubHype fleece2SubHype fleece2Love fleece2Love fleece2Love fleece2Love","badges":{"moderator":"1","subscriber":"3000","team-valor":"1"},"emotes":{"emotesv2_15c447b106d34a358fe7cb9cecad1d80":["22-32","34-44","46-56","58-68","70-80","82-92","94-104","106-116","208-218","220-230","232-242","244-254"],"303999100":["118-131","133-146","148-161","163-176","178-191","193-206"]},"tmi_sent_ts":1784431604309,"stream_offset_ms":5071309}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/24;badges=moderator/1,subscriber/0,sub-gifter/350;client-nonce=9EBDD12C-3706-4F55-917B-6BEF5ED4D649;color=#FF69B4;display-name=bellaaa4__;emotes=;first-msg=0;flags=;id=643c6d6a-d1a5-4e88-9862-d74933fb6c8a;mod=1;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431604825;turbo=0;user-id=1086164043;user-type=mod :bellaaa4__!bellaaa4__@bellaaa4__.tmi.twitch.tv PRIVMSG #fleeceking :thaaaats a heavens to betsy","message_id":"643c6d6a-d1a5-4e88-9862-d74933fb6c8a","user_id":"1086164043","username":"bellaaa4__","text":"thaaaats a heavens to betsy","badges":{"moderator":"1","subscriber":"0","sub-gifter":"350"},"emotes":{},"tmi_sent_ts":1784431604825,"stream_offset_ms":5071825}
diff --git a/data/fredthefireball__20260719T032645426108.jsonl b/data/fredthefireball__20260719T032645426108.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..27c1ecccd9a311d4d9eb21e9960a8a3db6a4f38e
--- /dev/null
+++ b/data/fredthefireball__20260719T032645426108.jsonl
@@ -0,0 +1 @@
+{"channel":"fredthefireball","raw_message":"@badge-info=;badges=;client-nonce=f21d3c1909144715809114eacb949147;color=#8A2BE2;display-name=itssscakes;emotes=1:24-25;first-msg=0;flags=;id=c4bd9121-b6ab-4265-8990-4c3afa8292c0;mod=0;returning-chatter=0;room-id=228191529;subscriber=0;tmi-sent-ts=1784431594687;turbo=0;user-id=403882920;user-type= :itssscakes!itssscakes@itssscakes.tmi.twitch.tv PRIVMSG #fredthefireball :just do wyvern  on wiz! :)","message_id":"c4bd9121-b6ab-4265-8990-4c3afa8292c0","user_id":"403882920","username":"itssscakes","text":"just do wyvern  on wiz! :)","badges":{},"emotes":{"1":["24-25"]},"tmi_sent_ts":1784431594687,"stream_offset_ms":35189687}
diff --git a/data/freem4no__20260719T032645428106.jsonl b/data/freem4no__20260719T032645428106.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4e11497757ea9fef21c974d6a6e53a18abd1dd96
--- /dev/null
+++ b/data/freem4no__20260719T032645428106.jsonl
@@ -0,0 +1 @@
+{"channel":"freem4no","raw_message":"@badge-info=;badges=;client-nonce=45b3dd32060f461d93bdbc54470b5965;color=#FF0000;display-name=Karl_Marx1848;emotes=;first-msg=0;flags=;id=3a5a599a-0e0b-4f3f-99fd-69c9547a2a53;mod=0;returning-chatter=0;room-id=675293771;subscriber=0;tmi-sent-ts=1784431599696;turbo=0;user-id=707714803;user-type= :karl_marx1848!karl_marx1848@karl_marx1848.tmi.twitch.tv PRIVMSG #freem4no :ХАХААХХАХАХ","message_id":"3a5a599a-0e0b-4f3f-99fd-69c9547a2a53","user_id":"707714803","username":"karl_marx1848","text":"ХАХААХХАХАХ","badges":{},"emotes":{},"tmi_sent_ts":1784431599696,"stream_offset_ms":14366696}
diff --git a/data/fruitberries__20260719T032645425050.jsonl b/data/fruitberries__20260719T032645425050.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6aabc6d19e62849aa1cc4f475d73522aba36062f
--- /dev/null
+++ b/data/fruitberries__20260719T032645425050.jsonl
@@ -0,0 +1,2 @@
+{"channel":"fruitberries","raw_message":"@badge-info=subscriber/18;badges=subscriber/18,final-fantasy-xiv-fan-festival-2026-na---main-scenario-quest-/1;client-nonce=8d28207efbb04a568aa2fed36f631367;color=#00FF7F;display-name=PerkyPerPerk;emotes=;first-msg=0;flags=;id=266b77ee-9612-46e8-815b-14d5f9420f84;mod=0;returning-chatter=0;room-id=133725096;subscriber=1;tmi-sent-ts=1784431593619;turbo=0;user-id=227582700;user-type= :perkyperperk!perkyperperk@perkyperperk.tmi.twitch.tv PRIVMSG #fruitberries :smile","message_id":"266b77ee-9612-46e8-815b-14d5f9420f84","user_id":"227582700","username":"perkyperperk","text":"smile","badges":{"subscriber":"18","final-fantasy-xiv-fan-festival-2026-na---main-scenario-quest-":"1"},"emotes":{},"tmi_sent_ts":1784431593619,"stream_offset_ms":8368619}
+{"channel":"fruitberries","raw_message":"@badge-info=subscriber/18;badges=subscriber/18,final-fantasy-xiv-fan-festival-2026-na---main-scenario-quest-/1;client-nonce=14215a202459425b85d6f67b73739aeb;color=#00FF7F;display-name=PerkyPerPerk;emotes=;first-msg=0;flags=;id=a4c87aa6-b901-4a2d-92e7-c476bd46be42;mod=0;returning-chatter=0;room-id=133725096;subscriber=1;tmi-sent-ts=1784431597830;turbo=0;user-id=227582700;user-type= :perkyperperk!perkyperperk@perkyperperk.tmi.twitch.tv PRIVMSG #fruitberries :LO","message_id":"a4c87aa6-b901-4a2d-92e7-c476bd46be42","user_id":"227582700","username":"perkyperperk","text":"LO","badges":{"subscriber":"18","final-fantasy-xiv-fan-festival-2026-na---main-scenario-quest-":"1"},"emotes":{},"tmi_sent_ts":1784431597830,"stream_offset_ms":8372830}
diff --git a/data/gladd__20260719T032645422793.jsonl b/data/gladd__20260719T032645422793.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..030e5d2117df302f064b75dd48d6fcfe06a52552
--- /dev/null
+++ b/data/gladd__20260719T032645422793.jsonl
@@ -0,0 +1 @@
+{"channel":"gladd","raw_message":"@badge-info=subscriber/104;badges=moderator/1,subscriber/3054,bot-badge/1;color=#7C7CE1;display-name=Nightbot;emotes=;first-msg=0;flags=;id=c6065923-eea6-461f-8d04-dc47860544ec;mod=1;returning-chatter=0;room-id=81628627;subscriber=1;tmi-sent-ts=1784431593012;turbo=0;user-id=19264788;user-type=mod :nightbot!nightbot@nightbot.tmi.twitch.tv PRIVMSG #gladd :The current song is Afterglow by Phaeleh","message_id":"c6065923-eea6-461f-8d04-dc47860544ec","user_id":"19264788","username":"nightbot","text":"The current song is Afterglow by Phaeleh","badges":{"moderator":"1","subscriber":"3054","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431593012,"stream_offset_ms":41807012}
diff --git a/data/greentea__20260719T032645426629.jsonl b/data/greentea__20260719T032645426629.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f82ec21bc4cb2bbadb1fd3579e8247ec06f18195
--- /dev/null
+++ b/data/greentea__20260719T032645426629.jsonl
@@ -0,0 +1 @@
+{"channel":"greentea","raw_message":"@badge-info=subscriber/13;badges=subscriber/12,no_audio/1;client-nonce=cc57c73c69b74b289af94d13d48ef6cc;color=;display-name=奈兔;emotes=;first-msg=0;flags=;id=e035e9b0-1c30-4897-b3f3-e476a6c445ff;mod=0;returning-chatter=0;room-id=29528480;subscriber=1;tmi-sent-ts=1784431595418;turbo=0;user-id=1161443772;user-type= :d44h5ig!d44h5ig@d44h5ig.tmi.twitch.tv PRIVMSG #greentea :旅人無國界","message_id":"e035e9b0-1c30-4897-b3f3-e476a6c445ff","user_id":"1161443772","username":"d44h5ig","text":"旅人無國界","badges":{"subscriber":"12","no_audio":"1"},"emotes":{},"tmi_sent_ts":1784431595418,"stream_offset_ms":4440418}
diff --git a/data/infume__20260719T032645427606.jsonl b/data/infume__20260719T032645427606.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4c23c3a76310cf103c37b83cb0b6199d3d62b645
--- /dev/null
+++ b/data/infume__20260719T032645427606.jsonl
@@ -0,0 +1,3 @@
+{"channel":"infume","raw_message":"@badge-info=;badges=;client-nonce=B8C17207-3ED9-46AE-A839-F0422B9CB350;color=#8A2BE2;display-name=fwame_sin;emotes=;first-msg=0;flags=;id=8479a6fc-f1b0-4210-96ec-ec6a70b9fa7e;mod=0;returning-chatter=0;room-id=248600377;subscriber=0;tmi-sent-ts=1784431597748;turbo=0;user-id=450059853;user-type= :fwame_sin!fwame_sin@fwame_sin.tmi.twitch.tv PRIVMSG #infume :insane reaction time","message_id":"8479a6fc-f1b0-4210-96ec-ec6a70b9fa7e","user_id":"450059853","username":"fwame_sin","text":"insane reaction time","badges":{},"emotes":{},"tmi_sent_ts":1784431597748,"stream_offset_ms":123734748}
+{"channel":"infume","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,premium/1;client-nonce=15257d1e41e9446781de3522b14055c5;color=#0D6A34;display-name=echitechi;emotes=;first-msg=0;flags=;id=8b4a9d6f-9b73-461d-a1dc-b920d43e64a2;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431603869;turbo=0;user-id=544256592;user-type= :echitechi!echitechi@echitechi.tmi.twitch.tv PRIVMSG #infume :its funny because infume reacts that way to fruits in general aga","message_id":"8b4a9d6f-9b73-461d-a1dc-b920d43e64a2","user_id":"544256592","username":"echitechi","text":"its funny because infume reacts that way to fruits in general aga","badges":{"subscriber":"0","premium":"1"},"emotes":{},"tmi_sent_ts":1784431603869,"stream_offset_ms":123740869}
+{"channel":"infume","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=1b476269443a4b0d806ff6466d0db4a1;color=#2E8B57;display-name=conchlor;emotes=;first-msg=0;flags=;id=8a0ac46c-fef9-4c43-a125-99f3520d6d77;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431604516;turbo=0;user-id=1517703344;user-type= :conchlor!conchlor@conchlor.tmi.twitch.tv PRIVMSG #infume :days 1-10 ish are the most funny cuz u get to see him learn","message_id":"8a0ac46c-fef9-4c43-a125-99f3520d6d77","user_id":"1517703344","username":"conchlor","text":"days 1-10 ish are the most funny cuz u get to see him learn","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431604516,"stream_offset_ms":123741516}
diff --git a/data/jalensworld__20260719T032645426176.jsonl b/data/jalensworld__20260719T032645426176.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9ecaf1d65964dcd59338aff2921e3236c2ab2655
--- /dev/null
+++ b/data/jalensworld__20260719T032645426176.jsonl
@@ -0,0 +1,3 @@
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/8;badges=subscriber/6,twitch-recap-2025/1;client-nonce=4A138FE8-65F7-40CA-ACAC-A3492026B4B4;color=#0000FF;display-name=Thaixoxo;emotes=;first-msg=0;flags=;id=165777a4-41eb-4a1a-83e0-9d55aec223c6;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431594701;turbo=0;user-id=469644517;user-type= :thaixoxo!thaixoxo@thaixoxo.tmi.twitch.tv PRIVMSG #jalensworld_ :this somebody auntie teaching fr","message_id":"165777a4-41eb-4a1a-83e0-9d55aec223c6","user_id":"469644517","username":"thaixoxo","text":"this somebody auntie teaching fr","badges":{"subscriber":"6","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431594701,"stream_offset_ms":8335701}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/8;badges=subscriber/6,twitch-recap-2025/1;client-nonce=3D448F0B-7344-4646-B979-824519B1BA2D;color=#0000FF;display-name=Thaixoxo;emotes=;first-msg=0;flags=5-7:P.3;id=e61dcdc2-6aa7-4c4b-aac5-81b7c9fa0913;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431598433;turbo=0;user-id=469644517;user-type= :thaixoxo!thaixoxo@thaixoxo.tmi.twitch.tv PRIVMSG #jalensworld_ :like wtf","message_id":"e61dcdc2-6aa7-4c4b-aac5-81b7c9fa0913","user_id":"469644517","username":"thaixoxo","text":"like wtf","badges":{"subscriber":"6","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431598433,"stream_offset_ms":8339433}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/3;badges=subscriber/3;client-nonce=90e47354-0e71-41a5-946d-1cc15e870f26;color=;display-name=chris_minajz;emotes=;first-msg=0;flags=;id=628bbd13-1621-440a-b6ca-1794e432a4b3;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431603676;turbo=0;user-id=700266834;user-type= :chris_minajz!chris_minajz@chris_minajz.tmi.twitch.tv PRIVMSG #jalensworld_ :Slit her wrists Matilda","message_id":"628bbd13-1621-440a-b6ca-1794e432a4b3","user_id":"700266834","username":"chris_minajz","text":"Slit her wrists Matilda","badges":{"subscriber":"3"},"emotes":{},"tmi_sent_ts":1784431603676,"stream_offset_ms":8344676}
diff --git a/data/jkucci__20260719T032645428304.jsonl b/data/jkucci__20260719T032645428304.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7953c67f1d34c9dc4f8d112f522c82b5e351ed3f
--- /dev/null
+++ b/data/jkucci__20260719T032645428304.jsonl
@@ -0,0 +1 @@
+{"channel":"jkucci","raw_message":"@badge-info=;badges=;client-nonce=42c59811-8f82-4d38-8e33-5dc5809cc4df;color=;display-name=cash_moneyfr;emotes=;first-msg=0;flags=;id=83d5457f-1ea9-4e97-8a36-c44e9044394a;mod=0;returning-chatter=0;room-id=489636068;subscriber=0;tmi-sent-ts=1784431601036;turbo=0;user-id=763136718;user-type= :cash_moneyfr!cash_moneyfr@cash_moneyfr.tmi.twitch.tv PRIVMSG #jkucci :Fries in da bag","message_id":"83d5457f-1ea9-4e97-8a36-c44e9044394a","user_id":"763136718","username":"cash_moneyfr","text":"Fries in da bag","badges":{},"emotes":{},"tmi_sent_ts":1784431601036,"stream_offset_ms":10686036}
diff --git a/data/juicyjacob__20260719T032645427530.jsonl b/data/juicyjacob__20260719T032645427530.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..451fd92b2ff538b664d1e927d5f757a33b1cbbf1
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+++ b/data/juicyjacob__20260719T032645427530.jsonl
@@ -0,0 +1,4 @@
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=dreamcon-2024/1;client-nonce=13B760B8-C48D-44BD-8DF0-ADAB7ADE66BA;color=#FF69B4;display-name=Tink_0907;emotes=;first-msg=0;flags=;id=9a20736b-c60f-4788-9ce6-ee6c4c817561;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431597519;turbo=0;user-id=757312514;user-type= :tink_0907!tink_0907@tink_0907.tmi.twitch.tv PRIVMSG #juicyjacob :almost everybody going to the party lol","message_id":"9a20736b-c60f-4788-9ce6-ee6c4c817561","user_id":"757312514","username":"tink_0907","text":"almost everybody going to the party lol","badges":{"dreamcon-2024":"1"},"emotes":{},"tmi_sent_ts":1784431597519,"stream_offset_ms":11509519}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=821875186cb641318c044125cbb7374f;color=;display-name=maxplayzgamez4425;emotes=;first-msg=0;flags=41-46:P.3;id=b3c7d3e0-07e8-4cc3-b856-801c62b94438;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431599859;turbo=0;user-id=1320782806;user-type= :maxplayzgamez4425!maxplayzgamez4425@maxplayzgamez4425.tmi.twitch.tv PRIVMSG #juicyjacob :im tired of hearing a 9 year old say the n word every 2 seconds","message_id":"b3c7d3e0-07e8-4cc3-b856-801c62b94438","user_id":"1320782806","username":"maxplayzgamez4425","text":"im tired of hearing a 9 year old say the n word every 2 seconds","badges":{},"emotes":{},"tmi_sent_ts":1784431599859,"stream_offset_ms":11511859}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=ea1e889d-233b-42ec-a3a8-b4273efea95b;color=#00FF7F;display-name=Varmit22;emotes=;first-msg=0;flags=;id=fedd49ff-b74f-4608-8da6-d5cc45c4916a;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431601655;turbo=0;user-id=972440779;user-type= :varmit22!varmit22@varmit22.tmi.twitch.tv PRIVMSG #juicyjacob :If im right jacob is fixing his makeup","message_id":"fedd49ff-b74f-4608-8da6-d5cc45c4916a","user_id":"972440779","username":"varmit22","text":"If im right jacob is fixing his makeup","badges":{},"emotes":{},"tmi_sent_ts":1784431601655,"stream_offset_ms":11513655}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=b4189644-245f-483e-844c-8d988873d1e7;color=;display-name=Oneflex_01;emotes=;first-msg=0;flags=;id=8082af8e-35a8-4ae8-9f56-5ab73744e825;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431603855;turbo=0;user-id=1314058212;user-type= :oneflex_01!oneflex_01@oneflex_01.tmi.twitch.tv PRIVMSG #juicyjacob :Cinna is at the party jack can't go with her","message_id":"8082af8e-35a8-4ae8-9f56-5ab73744e825","user_id":"1314058212","username":"oneflex_01","text":"Cinna is at the party jack can't go with her","badges":{},"emotes":{},"tmi_sent_ts":1784431603855,"stream_offset_ms":11515855}
diff --git a/data/kaivtuber__20260719T032645425382.jsonl b/data/kaivtuber__20260719T032645425382.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..779ddb4b51516617dd57df8e7db4a5dac0e71b3a
--- /dev/null
+++ b/data/kaivtuber__20260719T032645425382.jsonl
@@ -0,0 +1,5 @@
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=CBF019DF-EB88-4A02-B04A-5EEF65B82B29;color=#00FF7F;display-name=cheerioyo;emotes=;first-msg=0;flags=18-22:A.6,28-31:A.3;id=4c626c3d-405e-4a1c-bf4c-e7900a64c17b;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431594020;turbo=0;user-id=1516083743;user-type= :cheerioyo!cheerioyo@cheerioyo.tmi.twitch.tv PRIVMSG #kaivtuber :hes like a whiney twink but ugly","message_id":"4c626c3d-405e-4a1c-bf4c-e7900a64c17b","user_id":"1516083743","username":"cheerioyo","text":"hes like a whiney twink but ugly","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431594020,"stream_offset_ms":4043020}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,blossom-badge/4;client-nonce=277EC156-38F7-4EA6-998D-558F080D7450;color=#B22222;display-name=yanna_0000;emotes=emotesv2_1b0ad37dd9f0460b9a9cbcdb4197a391:19-30;first-msg=0;flags=;id=b27ade4a-2ea5-47b6-8a10-b6358a1dd0a3;mod=0;reply-parent-display-name=AlexaAbigail;reply-parent-msg-body=@yanna_0000\\sLMAOO\\sMY\\sTWINN\\skaivtuberHappy;reply-parent-msg-id=20d80d4d-e913-4317-b42a-9d61d5b31fc2;reply-parent-user-id=533449010;reply-parent-user-login=alexaabigail;reply-thread-parent-display-name=AlexaAbigail;reply-thread-parent-msg-id=48f15503-b1e7-4470-a53a-453bb094374b;reply-thread-parent-user-id=533449010;reply-thread-parent-user-login=alexaabigail;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431594670;turbo=0;user-id=989377817;user-type= :yanna_0000!yanna_0000@yanna_0000.tmi.twitch.tv PRIVMSG #kaivtuber :@AlexaAbigail KEKW kaivtuberPat","message_id":"b27ade4a-2ea5-47b6-8a10-b6358a1dd0a3","user_id":"989377817","username":"yanna_0000","text":"@AlexaAbigail KEKW kaivtuberPat","badges":{"subscriber":"0","blossom-badge":"4"},"emotes":{"emotesv2_1b0ad37dd9f0460b9a9cbcdb4197a391":["19-30"]},"tmi_sent_ts":1784431594670,"stream_offset_ms":4043670}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,twitch-recap-2023/1;client-nonce=AEF95A1C-C1CE-411A-A709-88BDD845CD1F;color=#9ACD32;display-name=ddaani1;emotes=;first-msg=0;flags=;id=b7d63723-aee3-4672-80cc-b192c9478b51;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431598908;turbo=0;user-id=768867159;user-type= :ddaani1!ddaani1@ddaani1.tmi.twitch.tv PRIVMSG #kaivtuber :i hope he gets help if hes actually got some mental health issues","message_id":"b7d63723-aee3-4672-80cc-b192c9478b51","user_id":"768867159","username":"ddaani1","text":"i hope he gets help if hes actually got some mental health issues","badges":{"subscriber":"0","twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431598908,"stream_offset_ms":4047908}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/2;badges=subscriber/0,premium/1;client-nonce=3155C16C-5C74-487C-AF12-80E5AEABA815;color=#00FF7F;display-name=fr0ppie_02;emotes=;first-msg=0;flags=;id=1ed4cc7d-3c3c-4821-a31d-ab3567a4b764;mod=0;reply-parent-display-name=nexxyy_;reply-parent-msg-body=can\\swe\\sput\\shim\\sin\\sa\\sward;reply-parent-msg-id=10728fe3-3c0c-4848-a4cd-ec5e98b7ed20;reply-parent-user-id=503042180;reply-parent-user-login=nexxyy_;reply-thread-parent-display-name=nexxyy_;reply-thread-parent-msg-id=10728fe3-3c0c-4848-a4cd-ec5e98b7ed20;reply-thread-parent-user-id=503042180;reply-thread-parent-user-login=nexxyy_;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431601908;turbo=0;user-id=506477504;user-type= :fr0ppie_02!fr0ppie_02@fr0ppie_02.tmi.twitch.tv PRIVMSG #kaivtuber :@nexxyy_ that’s what I’m saying","message_id":"1ed4cc7d-3c3c-4821-a31d-ab3567a4b764","user_id":"506477504","username":"fr0ppie_02","text":"@nexxyy_ that’s what I’m saying","badges":{"subscriber":"0","premium":"1"},"emotes":{},"tmi_sent_ts":1784431601908,"stream_offset_ms":4050908}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/2;badges=subscriber/0,bits/100;client-nonce=1321B988-B8F7-4318-925E-EC3336DFDEC2;color=;display-name=berry_lil_lamb;emotes=;first-msg=0;flags=0-3:P.0;id=bd5540ac-e944-4136-ba31-7429ce4acaef;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431603910;turbo=0;user-id=1509842181;user-type= :berry_lil_lamb!berry_lil_lamb@berry_lil_lamb.tmi.twitch.tv PRIVMSG #kaivtuber :damn near 50 doing ts","message_id":"bd5540ac-e944-4136-ba31-7429ce4acaef","user_id":"1509842181","username":"berry_lil_lamb","text":"damn near 50 doing ts","badges":{"subscriber":"0","bits":"100"},"emotes":{},"tmi_sent_ts":1784431603910,"stream_offset_ms":4052910}
diff --git a/data/kourra__20260719T032645425616.jsonl b/data/kourra__20260719T032645425616.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..70cbe89121d4df8624cdbee1093c9b2bbe215b29
--- /dev/null
+++ b/data/kourra__20260719T032645425616.jsonl
@@ -0,0 +1,3 @@
+{"channel":"kourra","raw_message":"@badge-info=subscriber/4;badges=subscriber/3,twitch-recap-2023/1;client-nonce=de361e1388654ffdb6d3082001be353e;color=#B22222;display-name=micstickman;emotes=;first-msg=0;flags=;id=b9767b86-9f5f-489c-a251-87ec43cf16be;mod=0;returning-chatter=0;room-id=118747899;subscriber=1;tmi-sent-ts=1784431594170;turbo=0;user-id=456075482;user-type= :micstickman!micstickman@micstickman.tmi.twitch.tv PRIVMSG #kourra :just a little forbidden tech for the next two parts of the event task line they will not shoot you through the windows of weapon testing room and you can clear almost all of middle from those window","message_id":"b9767b86-9f5f-489c-a251-87ec43cf16be","user_id":"456075482","username":"micstickman","text":"just a little forbidden tech for the next two parts of the event task line they will not shoot you through the windows of weapon testing room and you can clear almost all of middle from those window","badges":{"subscriber":"3","twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431594170,"stream_offset_ms":16138170}
+{"channel":"kourra","raw_message":"@badge-info=subscriber/71;badges=broadcaster/1,subscriber/3066,sub-gifter/1;color=#57FDE7;display-name=Kourra;emotes=;first-msg=0;flags=;id=93ef4ea1-8d83-400e-9563-37d4cf10b49b;mod=0;returning-chatter=0;room-id=118747899;subscriber=1;tmi-sent-ts=1784431604178;turbo=0;user-id=118747899;user-type= :kourra!kourra@kourra.tmi.twitch.tv PRIVMSG #kourra :'Control' by Puddle Of Mudd","message_id":"93ef4ea1-8d83-400e-9563-37d4cf10b49b","user_id":"118747899","username":"kourra","text":"'Control' by Puddle Of Mudd","badges":{"broadcaster":"1","subscriber":"3066","sub-gifter":"1"},"emotes":{},"tmi_sent_ts":1784431604178,"stream_offset_ms":16148178}
+{"channel":"kourra","raw_message":"@badge-info=subscriber/7;badges=subscriber/6,detroit-android-triangle/1;client-nonce=2f914f722b7b4ea8948515151c935251;color=#FFFFFF;display-name=Zenkaken;emotes=;first-msg=0;flags=;id=46c2f7c8-18b0-4fe7-9900-3de672c62174;mod=0;returning-chatter=0;room-id=118747899;subscriber=1;tmi-sent-ts=1784431604323;turbo=0;user-id=102535420;user-type= :zenkaken!zenkaken@zenkaken.tmi.twitch.tv PRIVMSG #kourra :awoo","message_id":"46c2f7c8-18b0-4fe7-9900-3de672c62174","user_id":"102535420","username":"zenkaken","text":"awoo","badges":{"subscriber":"6","detroit-android-triangle":"1"},"emotes":{},"tmi_sent_ts":1784431604323,"stream_offset_ms":16148323}
diff --git a/data/lifeofrio__20260719T032645424703.jsonl b/data/lifeofrio__20260719T032645424703.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..902e8a9f19631c2311d1b98043ebaf2594114a8f
--- /dev/null
+++ b/data/lifeofrio__20260719T032645424703.jsonl
@@ -0,0 +1,7 @@
+{"channel":"lifeofrio","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=C715A80B-BF09-4448-8281-367FE380505B;color=#00FF7F;display-name=5starmidnight;emotes=;first-msg=0;flags=;id=28a7a9f1-b72b-4574-a1d7-e50b4c463c2b;mod=0;returning-chatter=0;room-id=51700007;subscriber=0;tmi-sent-ts=1784431593443;turbo=0;user-id=161800291;user-type= :5starmidnight!5starmidnight@5starmidnight.tmi.twitch.tv PRIVMSG #lifeofrio :yea","message_id":"28a7a9f1-b72b-4574-a1d7-e50b4c463c2b","user_id":"161800291","username":"5starmidnight","text":"yea","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431593443,"stream_offset_ms":1771443}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=C07CB57F-CDAF-476F-974E-4CDFE06E5F53;color=;display-name=benjitoienn;emotes=;first-msg=0;flags=;id=a97d75e1-f24c-4041-bc42-5650cffa3d47;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431598045;turbo=0;user-id=602407988;user-type= :benjitoienn!benjitoienn@benjitoienn.tmi.twitch.tv PRIVMSG #lifeofrio :collab with like minded individuals","message_id":"a97d75e1-f24c-4041-bc42-5650cffa3d47","user_id":"602407988","username":"benjitoienn","text":"collab with like minded individuals","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431598045,"stream_offset_ms":1776045}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/36;badges=subscriber/36,blossom-badge/4;client-nonce=6d0507c7-f4db-49fb-8fe3-5ca8ccca4f83;color=#FF4500;display-name=sunnylaaa;emote-only=1;emotes=emotesv2_a84a5abac142464eb4c5d41012485cc0:0-13,15-28;first-msg=0;flags=;id=00bdbe46-be00-4c70-ba62-af40ad9ff2f9;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431598398;turbo=0;user-id=418835752;user-type= :sunnylaaa!sunnylaaa@sunnylaaa.tmi.twitch.tv PRIVMSG #lifeofrio :sunnyl14ImWeak sunnyl14ImWeak","message_id":"00bdbe46-be00-4c70-ba62-af40ad9ff2f9","user_id":"418835752","username":"sunnylaaa","text":"sunnyl14ImWeak sunnyl14ImWeak","badges":{"subscriber":"36","blossom-badge":"4"},"emotes":{"emotesv2_a84a5abac142464eb4c5d41012485cc0":["0-13","15-28"]},"tmi_sent_ts":1784431598398,"stream_offset_ms":1776398}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,blossom-badge/4;client-nonce=D4BF838E-8D06-4E14-AD77-4EDABD638FCF;color=#FF0000;display-name=rellyreal921;emotes=;first-msg=0;flags=4-7:P.0;id=76516be1-b4ca-4934-bcf6-b4430150b995;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431598793;turbo=0;user-id=263283317;user-type= :rellyreal921!rellyreal921@rellyreal921.tmi.twitch.tv PRIVMSG #lifeofrio :lol damn","message_id":"76516be1-b4ca-4934-bcf6-b4430150b995","user_id":"263283317","username":"rellyreal921","text":"lol damn","badges":{"subscriber":"6","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431598793,"stream_offset_ms":1776793}
+{"channel":"lifeofrio","raw_message":"@badge-info=;badges=vip/1,blossom-badge/4;client-nonce=68F1FAFE-E905-47A1-82D5-3D4F491CB2FA;color=#EFFEA4;display-name=Shonnaholic;emote-only=1;emotes=emotesv2_b3aac0bb105d4e938c3ff02f0a9f11c5:0-11,13-24;first-msg=0;flags=;id=260804c2-6496-44e1-8a5d-b4fc8173e68a;mod=0;returning-chatter=0;room-id=51700007;subscriber=0;tmi-sent-ts=1784431600012;turbo=0;user-id=233475415;user-type=;vip=1 :shonnaholic!shonnaholic@shonnaholic.tmi.twitch.tv PRIVMSG #lifeofrio :shonna7Funny shonna7Funny","message_id":"260804c2-6496-44e1-8a5d-b4fc8173e68a","user_id":"233475415","username":"shonnaholic","text":"shonna7Funny shonna7Funny","badges":{"vip":"1","blossom-badge":"4"},"emotes":{"emotesv2_b3aac0bb105d4e938c3ff02f0a9f11c5":["0-11","13-24"]},"tmi_sent_ts":1784431600012,"stream_offset_ms":1778012}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/31;badges=subscriber/24,clips-leader/3;client-nonce=0db839e9d0c844a1be3bad053fc8183a;color=#2E8B57;display-name=Quivonte;emotes=;first-msg=0;flags=;id=b2146037-84a2-4cd4-8556-0cb981db2fb5;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431600283;turbo=0;user-id=21986548;user-type= :quivonte!quivonte@quivonte.tmi.twitch.tv PRIVMSG #lifeofrio :real suck","message_id":"b2146037-84a2-4cd4-8556-0cb981db2fb5","user_id":"21986548","username":"quivonte","text":"real suck","badges":{"subscriber":"24","clips-leader":"3"},"emotes":{},"tmi_sent_ts":1784431600283,"stream_offset_ms":1778283}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/7;badges=subscriber/6;client-nonce=006f1b34fa764861a6e07838ab7ec628;color=#FF69B4;display-name=bunsiebox;emotes=;first-msg=0;flags=;id=5e8a248a-fe29-49b1-81ff-96f191d92093;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431602499;turbo=0;user-id=1191232681;user-type= :bunsiebox!bunsiebox@bunsiebox.tmi.twitch.tv PRIVMSG #lifeofrio :LMAODODKDLFJFJFF NO SHIRTTT","message_id":"5e8a248a-fe29-49b1-81ff-96f191d92093","user_id":"1191232681","username":"bunsiebox","text":"LMAODODKDLFJFJFF NO SHIRTTT","badges":{"subscriber":"6"},"emotes":{},"tmi_sent_ts":1784431602499,"stream_offset_ms":1780499}
diff --git a/data/lucellia__20260719T032645428580.jsonl b/data/lucellia__20260719T032645428580.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..32303596573fa9af3efbdee0b796415bac701ab5
--- /dev/null
+++ b/data/lucellia__20260719T032645428580.jsonl
@@ -0,0 +1,2 @@
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/46;badges=subscriber/36,blossom-badge/4;client-nonce=3b36c2c0dd804d6a92b234982e7ac8ee;color=#F8E2FF;display-name=livipup;emotes=;first-msg=0;flags=;id=fd8ae120-39b0-4427-a4d3-d5654dbc8615;mod=0;reply-parent-display-name=Sol_Delta;reply-parent-msg-body=pogcat\\sduckass;reply-parent-msg-id=c79cdfde-e287-44b7-93fb-303a6143d050;reply-parent-user-id=56810352;reply-parent-user-login=sol_delta;reply-thread-parent-display-name=Sol_Delta;reply-thread-parent-msg-id=c79cdfde-e287-44b7-93fb-303a6143d050;reply-thread-parent-user-id=56810352;reply-thread-parent-user-login=sol_delta;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431601567;turbo=0;user-id=252660933;user-type= :livipup!livipup@livipup.tmi.twitch.tv PRIVMSG #lucellia :@Sol_Delta luceOMEGALUL","message_id":"fd8ae120-39b0-4427-a4d3-d5654dbc8615","user_id":"252660933","username":"livipup","text":"@Sol_Delta luceOMEGALUL","badges":{"subscriber":"36","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431601567,"stream_offset_ms":12410567}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/60;badges=lead_moderator/1,subscriber/3036,artist-badge/1;client-nonce=a55f6b83f9e947fbb61c72f4eb753532;color=#0000FF;display-name=NDUDE;emotes=emotesv2_65268b667932458585a7d4101837e3db:29-35;first-msg=0;flags=;id=f212d31f-fe0b-4f2d-948f-6fc9ce5b7f54;mod=1;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431602703;turbo=0;user-id=27789646;user-type=mod :ndude!ndude@ndude.tmi.twitch.tv PRIVMSG #lucellia :Raising money for a nest egg luceMhm","message_id":"f212d31f-fe0b-4f2d-948f-6fc9ce5b7f54","user_id":"27789646","username":"ndude","text":"Raising money for a nest egg luceMhm","badges":{"lead_moderator":"1","subscriber":"3036","artist-badge":"1"},"emotes":{"emotesv2_65268b667932458585a7d4101837e3db":["29-35"]},"tmi_sent_ts":1784431602703,"stream_offset_ms":12411703}
diff --git a/data/mcqueennlive__20260719T032645426556.jsonl b/data/mcqueennlive__20260719T032645426556.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a043ad7ce63f2fe9d549e52e40e3353fc39a694d
--- /dev/null
+++ b/data/mcqueennlive__20260719T032645426556.jsonl
@@ -0,0 +1,4 @@
+{"channel":"mcqueennlive","raw_message":"@badge-info=subscriber/10;badges=moderator/1,subscriber/3,sub-gifter/300;client-nonce=7d599a6d356340318b4056f90941f8fe;color=#00FF7F;display-name=tiannamarie212;emotes=;first-msg=0;flags=;id=f70f4e27-7dd2-4be4-b6fa-97968726629f;mod=1;returning-chatter=0;room-id=175742254;subscriber=1;tmi-sent-ts=1784431595431;turbo=0;user-id=1361756071;user-type=mod :tiannamarie212!tiannamarie212@tiannamarie212.tmi.twitch.tv PRIVMSG #mcqueennlive :everyone streaming at once","message_id":"f70f4e27-7dd2-4be4-b6fa-97968726629f","user_id":"1361756071","username":"tiannamarie212","text":"everyone streaming at once","badges":{"moderator":"1","subscriber":"3","sub-gifter":"300"},"emotes":{},"tmi_sent_ts":1784431595431,"stream_offset_ms":26191431}
+{"channel":"mcqueennlive","raw_message":"@badge-info=subscriber/4;badges=subscriber/3,twitch-recap-2025/1;client-nonce=ad6523b45b0046e19097e68b59ee0503;color=#0000FF;display-name=kingmoe_94;emotes=;first-msg=0;flags=;id=419e97d2-f29f-40df-acf4-d69f75b2b637;mod=0;reply-parent-display-name=KingFresh82;reply-parent-msg-body=Hella\\speople\\sstreaming\\sand\\sy'all\\scomplaing;reply-parent-msg-id=f86780ce-5893-4216-a4ab-9aa6087aeb6b;reply-parent-user-id=589382786;reply-parent-user-login=kingfresh82;reply-thread-parent-display-name=KingFresh82;reply-thread-parent-msg-id=f86780ce-5893-4216-a4ab-9aa6087aeb6b;reply-thread-parent-user-id=589382786;reply-thread-parent-user-login=kingfresh82;returning-chatter=0;room-id=175742254;subscriber=1;tmi-sent-ts=1784431599589;turbo=0;user-id=533495070;user-type= :kingmoe_94!kingmoe_94@kingmoe_94.tmi.twitch.tv PRIVMSG #mcqueennlive :@KingFresh82 Ikr","message_id":"419e97d2-f29f-40df-acf4-d69f75b2b637","user_id":"533495070","username":"kingmoe_94","text":"@KingFresh82 Ikr","badges":{"subscriber":"3","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431599589,"stream_offset_ms":26195589}
+{"channel":"mcqueennlive","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=82BC8EB5-4F93-44D5-A3A2-0C5E6B777CD2;color=#2E8B57;display-name=tywaanxl;emotes=;first-msg=0;flags=;id=4e456b18-75b0-45b6-8848-509e7e8f4076;mod=0;returning-chatter=0;room-id=175742254;subscriber=1;tmi-sent-ts=1784431601843;turbo=0;user-id=1133895249;user-type= :tywaanxl!tywaanxl@tywaanxl.tmi.twitch.tv PRIVMSG #mcqueennlive :I love the lag","message_id":"4e456b18-75b0-45b6-8848-509e7e8f4076","user_id":"1133895249","username":"tywaanxl","text":"I love the lag","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431601843,"stream_offset_ms":26197843}
+{"channel":"mcqueennlive","raw_message":"@badge-info=;badges=;client-nonce=30E22E63-FBA0-417F-8218-293D878FDEB1;color=;display-name=yungdeadstar;emotes=;first-msg=0;flags=;id=f44a0ad8-9f75-40a0-bc67-a144f5477571;mod=0;returning-chatter=0;room-id=175742254;subscriber=0;tmi-sent-ts=1784431602272;turbo=0;user-id=1508908946;user-type= :yungdeadstar!yungdeadstar@yungdeadstar.tmi.twitch.tv PRIVMSG #mcqueennlive :nah don’t end bro it will be ight","message_id":"f44a0ad8-9f75-40a0-bc67-a144f5477571","user_id":"1508908946","username":"yungdeadstar","text":"nah don’t end bro it will be ight","badges":{},"emotes":{},"tmi_sent_ts":1784431602272,"stream_offset_ms":26198272}
diff --git a/data/meat__20260719T032645422909.jsonl b/data/meat__20260719T032645422909.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..186ccc16b0e9909c20286d66e6cd92394ca8e9de
--- /dev/null
+++ b/data/meat__20260719T032645422909.jsonl
@@ -0,0 +1,4 @@
+{"channel":"meat","raw_message":"@badge-info=;badges=hornet/1;client-nonce=0fc8a158cbc64726b63db2548f247fa2;color=#F6AE0E;display-name=thez00kreeper;emotes=;first-msg=0;flags=;id=01201d00-2982-46f2-98ab-fb34670b274f;mod=0;returning-chatter=0;room-id=597184343;subscriber=0;tmi-sent-ts=1784431593026;turbo=0;user-id=117316008;user-type= :thez00kreeper!thez00kreeper@thez00kreeper.tmi.twitch.tv PRIVMSG #meat :djgrimloki meatHI MEATDAP","message_id":"01201d00-2982-46f2-98ab-fb34670b274f","user_id":"117316008","username":"thez00kreeper","text":"djgrimloki meatHI MEATDAP","badges":{"hornet":"1"},"emotes":{},"tmi_sent_ts":1784431593026,"stream_offset_ms":4560026}
+{"channel":"meat","raw_message":"@badge-info=subscriber/7;badges=subscriber/6,yellow-noob/1;client-nonce=1c986b40-f3a9-4ef9-ac5e-e686ea4d6c3c;color=#8A2BE2;display-name=saustelauft;emotes=;first-msg=0;flags=;id=926e7e3e-44e5-400c-9d8b-eb884d14a188;mod=0;returning-chatter=0;room-id=597184343;subscriber=1;tmi-sent-ts=1784431593215;turbo=0;user-id=30293923;user-type= :saustelauft!saustelauft@saustelauft.tmi.twitch.tv PRIVMSG #meat :meats16BRICKS meats16BRICKS meats16BRICKS meats16BRICKS","message_id":"926e7e3e-44e5-400c-9d8b-eb884d14a188","user_id":"30293923","username":"saustelauft","text":"meats16BRICKS meats16BRICKS meats16BRICKS meats16BRICKS","badges":{"subscriber":"6","yellow-noob":"1"},"emotes":{},"tmi_sent_ts":1784431593215,"stream_offset_ms":4560215}
+{"channel":"meat","raw_message":"@badge-info=subscriber/16;badges=subscriber/12,two-point-pickle/1;client-nonce=4ebab40cf6004109a092092e888145a9;color=#8A2BE2;display-name=MFPUMA;emotes=emotesv2_3dcbfe399b034afba4bc639c48e01c0c:9-20;first-msg=0;flags=3-7:P.3;id=65aa8694-9918-4fcd-b463-cfd183e122b7;mod=0;returning-chatter=0;room-id=597184343;subscriber=1;tmi-sent-ts=1784431595422;turbo=0;user-id=39650380;user-type= :mfpuma!mfpuma@mfpuma.tmi.twitch.tv PRIVMSG #meat :16 dicks meatsWOOYEAH","message_id":"65aa8694-9918-4fcd-b463-cfd183e122b7","user_id":"39650380","username":"mfpuma","text":"16 dicks meatsWOOYEAH","badges":{"subscriber":"12","two-point-pickle":"1"},"emotes":{"emotesv2_3dcbfe399b034afba4bc639c48e01c0c":["9-20"]},"tmi_sent_ts":1784431595422,"stream_offset_ms":4562422}
+{"channel":"meat","raw_message":"@badge-info=subscriber/35;badges=subscriber/24;client-nonce=600f4b1ddfbc4964abfb523aa4be73f1;color=#00FF7F;display-name=Gllango;emotes=;first-msg=0;flags=;id=7f7175be-6fc3-493e-89d1-b0c064ff974a;mod=0;returning-chatter=0;room-id=597184343;subscriber=1;tmi-sent-ts=1784431599590;turbo=0;user-id=72590950;user-type= :gllango!gllango@gllango.tmi.twitch.tv PRIVMSG #meat :meats16BRICKS","message_id":"7f7175be-6fc3-493e-89d1-b0c064ff974a","user_id":"72590950","username":"gllango","text":"meats16BRICKS","badges":{"subscriber":"24"},"emotes":{},"tmi_sent_ts":1784431599590,"stream_offset_ms":4566590}
diff --git a/data/moonryde__20260719T032645426965.jsonl b/data/moonryde__20260719T032645426965.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..66b81dc07d93ba3f7987490ece7fe780278f8cf4
--- /dev/null
+++ b/data/moonryde__20260719T032645426965.jsonl
@@ -0,0 +1,5 @@
+{"channel":"moonryde","raw_message":"@badge-info=;badges=;client-nonce=6a51d9f4-79c3-4fe1-ad25-b31836b21a5a;color=#9ACD32;display-name=fabio__72;emotes=;first-msg=0;flags=;id=6da98c69-36f4-469d-9cba-34433df7f688;mod=0;returning-chatter=0;room-id=48192899;source-id=6da98c69-36f4-469d-9cba-34433df7f688;source-only=0;source-room-id=48192899;subscriber=0;tmi-sent-ts=1784431595907;turbo=0;user-id=954987914;user-type= :fabio__72!fabio__72@fabio__72.tmi.twitch.tv PRIVMSG #moonryde :Classifica dario","message_id":"6da98c69-36f4-469d-9cba-34433df7f688","user_id":"954987914","username":"fabio__72","text":"Classifica dario","badges":{},"emotes":{},"tmi_sent_ts":1784431595907,"stream_offset_ms":23108907}
+{"channel":"moonryde","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=4348244680894ef7abbc0607de16b60d;color=#5F9EA0;display-name=TriadFusion;emotes=;flags=;id=4aa13652-19d5-4e1f-9c51-42b9320c3b26;mod=0;room-id=48192899;source-badge-info=subscriber/8;source-badges=subscriber/0,football-fest-2026/1;source-id=ee5db85c-6617-4d5b-aaf0-f97ca199ab28;source-only=0;source-room-id=63072834;subscriber=0;tmi-sent-ts=1784431600509;turbo=0;user-id=679155697;user-type= :triadfusion!triadfusion@triadfusion.tmi.twitch.tv PRIVMSG #moonryde :MAMMA MIA SE MI SEGOO","message_id":"4aa13652-19d5-4e1f-9c51-42b9320c3b26","user_id":"679155697","username":"triadfusion","text":"MAMMA MIA SE MI SEGOO","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431600509,"stream_offset_ms":23113509}
+{"channel":"moonryde","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,partner/1;client-nonce=9DC4BF07-446E-44C5-9DCE-77529CC03AA3;color=#00FF7F;display-name=Bizzio2;emotes=;first-msg=0;flags=;id=c4e7e6bd-0299-4d58-9433-6101dda0fc33;mod=0;returning-chatter=0;room-id=48192899;source-badge-info=subscriber/6;source-badges=subscriber/6,partner/1;source-id=c4e7e6bd-0299-4d58-9433-6101dda0fc33;source-only=0;source-room-id=48192899;subscriber=1;tmi-sent-ts=1784431600724;turbo=0;user-id=465104285;user-type= :bizzio2!bizzio2@bizzio2.tmi.twitch.tv PRIVMSG #moonryde :mortiiiiiiiiiii","message_id":"c4e7e6bd-0299-4d58-9433-6101dda0fc33","user_id":"465104285","username":"bizzio2","text":"mortiiiiiiiiiii","badges":{"subscriber":"6","partner":"1"},"emotes":{},"tmi_sent_ts":1784431600724,"stream_offset_ms":23113724}
+{"channel":"moonryde","raw_message":"@badge-info=;badges=;client-nonce=0C51A7D8-62E6-42FB-9B39-09B5CEE5DE44;color=;display-name=xxalexxx99x;emotes=;first-msg=0;flags=;id=0d8abf11-d7c2-48f3-82be-3b2d7c3a5ecf;mod=0;returning-chatter=0;room-id=48192899;source-id=0d8abf11-d7c2-48f3-82be-3b2d7c3a5ecf;source-only=0;source-room-id=48192899;subscriber=0;tmi-sent-ts=1784431601939;turbo=0;user-id=1437047984;user-type= :xxalexxx99x!xxalexxx99x@xxalexxx99x.tmi.twitch.tv PRIVMSG #moonryde :vaioiiiii","message_id":"0d8abf11-d7c2-48f3-82be-3b2d7c3a5ecf","user_id":"1437047984","username":"xxalexxx99x","text":"vaioiiiii","badges":{},"emotes":{},"tmi_sent_ts":1784431601939,"stream_offset_ms":23114939}
+{"channel":"moonryde","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,partner/1;client-nonce=5F06EE17-81CD-42E9-8216-B72259C4B78B;color=#00FF7F;display-name=Bizzio2;emotes=;first-msg=0;flags=;id=292b8bd6-d09b-4768-8639-c03d71a7de2d;mod=0;returning-chatter=0;room-id=48192899;source-badge-info=subscriber/6;source-badges=subscriber/6,partner/1;source-id=292b8bd6-d09b-4768-8639-c03d71a7de2d;source-only=0;source-room-id=48192899;subscriber=1;tmi-sent-ts=1784431603612;turbo=0;user-id=465104285;user-type= :bizzio2!bizzio2@bizzio2.tmi.twitch.tv PRIVMSG #moonryde :perso tuttooooo","message_id":"292b8bd6-d09b-4768-8639-c03d71a7de2d","user_id":"465104285","username":"bizzio2","text":"perso tuttooooo","badges":{"subscriber":"6","partner":"1"},"emotes":{},"tmi_sent_ts":1784431603612,"stream_offset_ms":23116612}
diff --git a/data/mrsroni__20260719T032645428824.jsonl b/data/mrsroni__20260719T032645428824.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..99ded5530efc1bd6c4978431a1cdda721e9f17b5
--- /dev/null
+++ b/data/mrsroni__20260719T032645428824.jsonl
@@ -0,0 +1 @@
+{"channel":"mrsroni","raw_message":"@badge-info=subscriber/9;badges=subscriber/9,went-outside/1;client-nonce=51526166-889c-4370-818d-6f855dcd190e;color=#FF0000;display-name=CANOJIN;emotes=425618:77-79;first-msg=0;flags=;id=d567ba5d-18fe-4b76-8ad8-d33782d640c2;mod=0;returning-chatter=0;room-id=501133499;subscriber=1;tmi-sent-ts=1784431602830;turbo=0;user-id=577321798;user-type= :canojin!canojin@canojin.tmi.twitch.tv PRIVMSG #mrsroni :Hatte mal angefangen league zu spielen 2-3 mal ich check das immernoch nicht LUL","message_id":"d567ba5d-18fe-4b76-8ad8-d33782d640c2","user_id":"577321798","username":"canojin","text":"Hatte mal angefangen league zu spielen 2-3 mal ich check das immernoch nicht LUL","badges":{"subscriber":"9","went-outside":"1"},"emotes":{"425618":["77-79"]},"tmi_sent_ts":1784431602830,"stream_offset_ms":32415830}
diff --git a/data/neth3__20260719T032645428036.jsonl b/data/neth3__20260719T032645428036.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4893ed19b8c92a4886fb7259a74e051b98c89add
--- /dev/null
+++ b/data/neth3__20260719T032645428036.jsonl
@@ -0,0 +1,2 @@
+{"channel":"neth3","raw_message":"@badge-info=subscriber/4;badges=subscriber/3;client-nonce=0A433B8C-7B53-4FB3-ADE0-321B53C4340E;color=;display-name=のじま99;emotes=;first-msg=0;flags=;id=3816f643-705a-4128-893a-2b25b40a84ff;mod=0;returning-chatter=0;room-id=136443021;subscriber=1;tmi-sent-ts=1784431599492;turbo=0;user-id=1392477148;user-type= :nojima99!nojima99@nojima99.tmi.twitch.tv PRIVMSG #neth3 :イニシで対MでチルいVCを入れるのが大好き","message_id":"3816f643-705a-4128-893a-2b25b40a84ff","user_id":"1392477148","username":"nojima99","text":"イニシで対MでチルいVCを入れるのが大好き","badges":{"subscriber":"3"},"emotes":{},"tmi_sent_ts":1784431599492,"stream_offset_ms":7895492}
+{"channel":"neth3","raw_message":"@badge-info=;badges=premium/1;client-nonce=6FA7D1ED-F4E0-41D6-A19D-E6745F4A034E;color=#27393B;display-name=m1kke2516;emotes=;first-msg=0;flags=;id=c48d5c7b-cb89-4936-abec-81eae97fac8a;mod=0;returning-chatter=0;room-id=136443021;subscriber=0;tmi-sent-ts=1784431603399;turbo=0;user-id=549242401;user-type= :m1kke2516!m1kke2516@m1kke2516.tmi.twitch.tv PRIVMSG #neth3 :ﾍｲﾖﾝっ！！","message_id":"c48d5c7b-cb89-4936-abec-81eae97fac8a","user_id":"549242401","username":"m1kke2516","text":"ﾍｲﾖﾝっ！！","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431603399,"stream_offset_ms":7899399}
diff --git a/data/nicob__20260719T032645425118.jsonl b/data/nicob__20260719T032645425118.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e83e18ae6f1b7943c1c6d639f4e45b42f370b5ed
--- /dev/null
+++ b/data/nicob__20260719T032645425118.jsonl
@@ -0,0 +1,11 @@
+{"channel":"nicob","raw_message":"@badge-info=;badges=;client-nonce=7bf3761617d440959671123a348a53e9;color=;display-name=Ackanoth;emotes=;first-msg=0;flags=;id=c861a742-c266-42e2-b411-e6969e0417f8;mod=0;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431593677;turbo=0;user-id=64391343;user-type= :ackanoth!ackanoth@ackanoth.tmi.twitch.tv PRIVMSG #nicob :it is pretty rare","message_id":"c861a742-c266-42e2-b411-e6969e0417f8","user_id":"64391343","username":"ackanoth","text":"it is pretty rare","badges":{},"emotes":{},"tmi_sent_ts":1784431593677,"stream_offset_ms":13682677}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,bits/100;client-nonce=0f1338dcbe30448b8557889492b78e71;color=;display-name=josuki_babookitaka;emotes=;first-msg=0;flags=;id=3689d9b9-348f-4af8-b4ab-41038eb255aa;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431596552;turbo=0;user-id=1360210899;user-type= :josuki_babookitaka!josuki_babookitaka@josuki_babookitaka.tmi.twitch.tv PRIVMSG #nicob :it awaken something in you","message_id":"3689d9b9-348f-4af8-b4ab-41038eb255aa","user_id":"1360210899","username":"josuki_babookitaka","text":"it awaken something in you","badges":{"subscriber":"6","bits":"100"},"emotes":{},"tmi_sent_ts":1784431596552,"stream_offset_ms":13685552}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/15;badges=subscriber/12;client-nonce=22897F5A-F3AE-4FAC-B444-E97B5C0AF345;color=#00FF7F;display-name=ked676;emotes=;first-msg=0;flags=;id=0053cc87-9eda-421e-9934-bb90c8431547;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431598418;turbo=0;user-id=216158847;user-type= :ked676!ked676@ked676.tmi.twitch.tv PRIVMSG #nicob :Like get together earlier???","message_id":"0053cc87-9eda-421e-9934-bb90c8431547","user_id":"216158847","username":"ked676","text":"Like get together earlier???","badges":{"subscriber":"12"},"emotes":{},"tmi_sent_ts":1784431598418,"stream_offset_ms":13687418}
+{"channel":"nicob","raw_message":"@badge-info=;badges=;client-nonce=71438b32-fc6d-47d4-bb05-40083576b43d;color=#FF0000;display-name=ktabbott01;emotes=;first-msg=0;flags=;id=02b40de8-83e7-43d1-aa6a-c9d3015a2a73;mod=0;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431598671;turbo=0;user-id=429907191;user-type= :ktabbott01!ktabbott01@ktabbott01.tmi.twitch.tv PRIVMSG #nicob :Nico just need more AO games","message_id":"02b40de8-83e7-43d1-aa6a-c9d3015a2a73","user_id":"429907191","username":"ktabbott01","text":"Nico just need more AO games","badges":{},"emotes":{},"tmi_sent_ts":1784431598671,"stream_offset_ms":13687671}
+{"channel":"nicob","raw_message":"@badge-info=;badges=star-force-mega-man/1;client-nonce=30dbfcc0ded34c6db91b34d55d31f83a;color=#095740;display-name=alabasterlight;emotes=;first-msg=0;flags=;id=54d96d23-e176-44e1-ba10-fb50731da5a6;mod=0;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431599661;turbo=0;user-id=29842414;user-type= :alabasterlight!alabasterlight@alabasterlight.tmi.twitch.tv PRIVMSG #nicob :but no goon","message_id":"54d96d23-e176-44e1-ba10-fb50731da5a6","user_id":"29842414","username":"alabasterlight","text":"but no goon","badges":{"star-force-mega-man":"1"},"emotes":{},"tmi_sent_ts":1784431599661,"stream_offset_ms":13688661}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/5;badges=subscriber/3,star-force-mega-man/1;client-nonce=4cfbf7a676184e09b4859c843ffd58ae;color=#DAA520;display-name=xMikael21x;emotes=;first-msg=0;flags=;id=0c59b8f1-076a-4c72-80ec-7a3950f4d260;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431600921;turbo=0;user-id=81785759;user-type= :xmikael21x!xmikael21x@xmikael21x.tmi.twitch.tv PRIVMSG #nicob :oh the anniversary video for FF10?","message_id":"0c59b8f1-076a-4c72-80ec-7a3950f4d260","user_id":"81785759","username":"xmikael21x","text":"oh the anniversary video for FF10?","badges":{"subscriber":"3","star-force-mega-man":"1"},"emotes":{},"tmi_sent_ts":1784431600921,"stream_offset_ms":13689921}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/55;badges=subscriber/54,bits/1000;client-nonce=9ba211f347534319b73b26097f2b65fd;color=#FF0000;display-name=fabrinski;emotes=;first-msg=0;flags=;id=93122045-3ed5-4eb2-aa4d-45aac401e230;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431601188;turbo=0;user-id=151098213;user-type= :fabrinski!fabrinski@fabrinski.tmi.twitch.tv PRIVMSG #nicob :BRUH OMEGALUL","message_id":"93122045-3ed5-4eb2-aa4d-45aac401e230","user_id":"151098213","username":"fabrinski","text":"BRUH OMEGALUL","badges":{"subscriber":"54","bits":"1000"},"emotes":{},"tmi_sent_ts":1784431601188,"stream_offset_ms":13690188}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/5;badges=subscriber/3,star-force-mega-man/1;client-nonce=0c5157d4581e47daa7c8a72e57e674c8;color=#DAA520;display-name=xMikael21x;emotes=;first-msg=0;flags=;id=dc200fc2-370a-4787-a2bb-4cd6a946980f;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431602241;turbo=0;user-id=81785759;user-type= :xmikael21x!xmikael21x@xmikael21x.tmi.twitch.tv PRIVMSG #nicob :lol","message_id":"dc200fc2-370a-4787-a2bb-4cd6a946980f","user_id":"81785759","username":"xmikael21x","text":"lol","badges":{"subscriber":"3","star-force-mega-man":"1"},"emotes":{},"tmi_sent_ts":1784431602241,"stream_offset_ms":13691241}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/11;badges=subscriber/6,premium/1;client-nonce=a3e4d25362e74649b90703d7568198cc;color=#FF0000;display-name=Just_Joe_in;emotes=;first-msg=0;flags=5-7:S.5;id=2ba66766-351f-4d6b-805a-525e8abb091f;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431602670;turbo=0;user-id=15388572;user-type= :just_joe_in!just_joe_in@just_joe_in.tmi.twitch.tv PRIVMSG #nicob :have sex while \"to zanharkand\" plays","message_id":"2ba66766-351f-4d6b-805a-525e8abb091f","user_id":"15388572","username":"just_joe_in","text":"have sex while \"to zanharkand\" plays","badges":{"subscriber":"6","premium":"1"},"emotes":{},"tmi_sent_ts":1784431602670,"stream_offset_ms":13691670}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/38;badges=subscriber/36,sub-gift-leader/2;client-nonce=c626463539e542ecbf788384266dcc5b;color=#0000FF;display-name=mfsnakez;emotes=;first-msg=0;flags=;id=457d228c-43ad-4e89-9b75-906d90c05838;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431604573;turbo=0;user-id=113288394;user-type= :mfsnakez!mfsnakez@mfsnakez.tmi.twitch.tv PRIVMSG #nicob :1 makeout session per 2 hours of gameplay","message_id":"457d228c-43ad-4e89-9b75-906d90c05838","user_id":"113288394","username":"mfsnakez","text":"1 makeout session per 2 hours of gameplay","badges":{"subscriber":"36","sub-gift-leader":"2"},"emotes":{},"tmi_sent_ts":1784431604573,"stream_offset_ms":13693573}
+{"channel":"nicob","raw_message":"@badge-info=;badges=bits/1000;client-nonce=b162df4039564d7ba6af588032795ea3;color=#0000FF;display-name=atomicmage04;emotes=;first-msg=0;flags=;id=f5da2c0f-78bb-428c-90df-17daa1eb20e9;mod=0;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431604714;turbo=0;user-id=818905385;user-type= :atomicmage04!atomicmage04@atomicmage04.tmi.twitch.tv PRIVMSG #nicob :that's kinda gross","message_id":"f5da2c0f-78bb-428c-90df-17daa1eb20e9","user_id":"818905385","username":"atomicmage04","text":"that's kinda gross","badges":{"bits":"1000"},"emotes":{},"tmi_sent_ts":1784431604714,"stream_offset_ms":13693714}
diff --git a/data/notbilzo__20260719T032645426245.jsonl b/data/notbilzo__20260719T032645426245.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..06e09cdc22dde4abf7db0620a1d902f040f249f5
--- /dev/null
+++ b/data/notbilzo__20260719T032645426245.jsonl
@@ -0,0 +1,9 @@
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=94FC6FA4-2D46-40F4-BC58-F9D9749D7362;color=;display-name=yannidagoon;emotes=;first-msg=0;flags=;id=86e3fdab-5bf6-4c41-a45c-7f55483df8f0;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431595030;turbo=0;user-id=1521423682;user-type= :yannidagoon!yannidagoon@yannidagoon.tmi.twitch.tv PRIVMSG #notbilzo :go get guns from the dean office","message_id":"86e3fdab-5bf6-4c41-a45c-7f55483df8f0","user_id":"1521423682","username":"yannidagoon","text":"go get guns from the dean office","badges":{},"emotes":{},"tmi_sent_ts":1784431595030,"stream_offset_ms":7268030}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=93091DAA-CF58-47D9-940A-2E8DEF766DBA;color=;display-name=glitter137;emotes=;first-msg=0;flags=;id=df9bd04c-a1d4-4bc9-82f8-c35b755bb27c;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431595133;turbo=0;user-id=1520462121;user-type= :glitter137!glitter137@glitter137.tmi.twitch.tv PRIVMSG #notbilzo :worst people ever to save a person","message_id":"df9bd04c-a1d4-4bc9-82f8-c35b755bb27c","user_id":"1520462121","username":"glitter137","text":"worst people ever to save a person","badges":{},"emotes":{},"tmi_sent_ts":1784431595133,"stream_offset_ms":7268133}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=263662c53bf342d0b331ed00878f1bc9;color=;display-name=ohioshigma2;emotes=1:23-24;first-msg=0;flags=;id=fec915cd-fad7-45a4-8b9b-0b9fe40cdfa6;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431596230;turbo=0;user-id=1113611676;user-type= :ohioshigma2!ohioshigma2@ohioshigma2.tmi.twitch.tv PRIVMSG #notbilzo :Bilzo it's my birthday :)","message_id":"fec915cd-fad7-45a4-8b9b-0b9fe40cdfa6","user_id":"1113611676","username":"ohioshigma2","text":"Bilzo it's my birthday :)","badges":{},"emotes":{"1":["23-24"]},"tmi_sent_ts":1784431596230,"stream_offset_ms":7269230}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=turbo/1;color=;display-name=m0ney_getter455;emotes=;first-msg=0;flags=0-9:P.6/S.5,66-67:P.3;id=e1fee203-c1ed-419b-86e7-94bc74f8ab65;mod=0;msg-id=highlighted-message;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431596609;turbo=1;user-id=1520648723;user-type= :m0ney_getter455!m0ney_getter455@m0ney_getter455.tmi.twitch.tv PRIVMSG #notbilzo :GO FUCKING SAVE KAIIII GET GUNS SAVE HIM YOU WILL BE A HERO HURRY TF UP BIH","message_id":"e1fee203-c1ed-419b-86e7-94bc74f8ab65","user_id":"1520648723","username":"m0ney_getter455","text":"GO FUCKING SAVE KAIIII GET GUNS SAVE HIM YOU WILL BE A HERO HURRY TF UP BIH","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431596609,"stream_offset_ms":7269609}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=2ac87303-d7d9-45d4-899a-db17ae6dee36;color=;display-name=jtr_joe;emotes=;first-msg=0;flags=10-18:A.7/I.6/P.6;id=4488f144-ae35-4b8e-b853-f27bc81e7303;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431598373;turbo=0;user-id=1300647962;user-type= :jtr_joe!jtr_joe@jtr_joe.tmi.twitch.tv PRIVMSG #notbilzo :Yooo  hat you nigga","message_id":"4488f144-ae35-4b8e-b853-f27bc81e7303","user_id":"1300647962","username":"jtr_joe","text":"Yooo  hat you nigga","badges":{},"emotes":{},"tmi_sent_ts":1784431598373,"stream_offset_ms":7271373}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=13542ACF-7A7B-4FBD-9CB1-93BFE63109E5;color=;display-name=glitter137;emotes=;first-msg=0;flags=;id=aa515ddb-3a0a-4f63-9586-17fd1528c7c8;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431601557;turbo=0;user-id=1520462121;user-type= :glitter137!glitter137@glitter137.tmi.twitch.tv PRIVMSG #notbilzo :brooo LE","message_id":"aa515ddb-3a0a-4f63-9586-17fd1528c7c8","user_id":"1520462121","username":"glitter137","text":"brooo LE","badges":{},"emotes":{},"tmi_sent_ts":1784431601557,"stream_offset_ms":7274557}
+{"channel":"notbilzo","raw_message":"@badge-info=founder/4;badges=moderator/1,founder/0,subtember-2025/1;client-nonce=33cc20b9d9bd4dd89f2c1c27c877cb14;color=#FFF600;display-name=rrr0n;emotes=;first-msg=0;flags=;id=2069b8ec-b1db-44b5-a657-219ba9bdad0c;mod=1;reply-parent-display-name=sneaved;reply-parent-msg-body=@rrr0n\\sdoes\\sbilzo\\shave\\sKai\\snumber;reply-parent-msg-id=92a90961-ae8f-432d-a29f-3710bafcbae1;reply-parent-user-id=1356143072;reply-parent-user-login=sneaved;reply-thread-parent-display-name=sneaved;reply-thread-parent-msg-id=92a90961-ae8f-432d-a29f-3710bafcbae1;reply-thread-parent-user-id=1356143072;reply-thread-parent-user-login=sneaved;returning-chatter=0;room-id=806526394;subscriber=1;tmi-sent-ts=1784431601856;turbo=0;user-id=104611932;user-type=mod :rrr0n!rrr0n@rrr0n.tmi.twitch.tv PRIVMSG #notbilzo :@sneaved idk","message_id":"2069b8ec-b1db-44b5-a657-219ba9bdad0c","user_id":"104611932","username":"rrr0n","text":"@sneaved idk","badges":{"moderator":"1","founder":"0","subtember-2025":"1"},"emotes":{},"tmi_sent_ts":1784431601856,"stream_offset_ms":7274856}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=D87AF53E-2BD3-4411-A5E9-FABC089A18B6;color=;display-name=jace643;emotes=;first-msg=0;flags=;id=cf32ec12-8f2d-4524-8b90-b9ea3fec022e;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431604270;turbo=0;user-id=1520907252;user-type= :jace643!jace643@jace643.tmi.twitch.tv PRIVMSG #notbilzo :wyd","message_id":"cf32ec12-8f2d-4524-8b90-b9ea3fec022e","user_id":"1520907252","username":"jace643","text":"wyd","badges":{},"emotes":{},"tmi_sent_ts":1784431604270,"stream_offset_ms":7277270}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=acea47c89c87403cb7347c2e27dc8bbf;color=;display-name=chloeeeeeeemartinnnnnnn;emotes=;first-msg=0;flags=;id=4244e9b1-b9a6-4a88-b797-dbb9d129f1a0;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431604632;turbo=0;user-id=1521555444;user-type= :chloeeeeeeemartinnnnnnn!chloeeeeeeemartinnnnnnn@chloeeeeeeemartinnnnnnn.tmi.twitch.tv PRIVMSG #notbilzo :Save KAi!","message_id":"4244e9b1-b9a6-4a88-b797-dbb9d129f1a0","user_id":"1521555444","username":"chloeeeeeeemartinnnnnnn","text":"Save KAi!","badges":{},"emotes":{},"tmi_sent_ts":1784431604632,"stream_offset_ms":7277632}
diff --git a/data/onepumpwillie__20260719T032645425819.jsonl b/data/onepumpwillie__20260719T032645425819.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4708ab0f0be8a35f8b95db958ec7d76ae8773e32
--- /dev/null
+++ b/data/onepumpwillie__20260719T032645425819.jsonl
@@ -0,0 +1,2 @@
+{"channel":"onepumpwillie","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#7C7CE1;display-name=Nightbot;emotes=;first-msg=0;flags=;id=c22e915b-b36a-436f-afaf-e235acff06a7;mod=1;returning-chatter=0;room-id=264084087;subscriber=0;tmi-sent-ts=1784431594267;turbo=0;user-id=19264788;user-type=mod :nightbot!nightbot@nightbot.tmi.twitch.tv PRIVMSG #onepumpwillie :https://clips.twitch.tv/MagnificentFrigidWoodpeckerCoolStoryBob-66go9uEYt2oEgqJa","message_id":"c22e915b-b36a-436f-afaf-e235acff06a7","user_id":"19264788","username":"nightbot","text":"https://clips.twitch.tv/MagnificentFrigidWoodpeckerCoolStoryBob-66go9uEYt2oEgqJa","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431594267,"stream_offset_ms":20529267}
+{"channel":"onepumpwillie","raw_message":"@badge-info=;badges=;client-nonce=01ff2cbd691343ab8c4d8a711b8d0c52;color=#FF0000;display-name=soyvier;emotes=;first-msg=0;flags=;id=8cce45c7-b3a0-49f0-a4db-3823c07c13bd;mod=0;returning-chatter=0;room-id=264084087;subscriber=0;tmi-sent-ts=1784431603092;turbo=0;user-id=544050773;user-type= :soyvier!soyvier@soyvier.tmi.twitch.tv PRIVMSG #onepumpwillie :D:","message_id":"8cce45c7-b3a0-49f0-a4db-3823c07c13bd","user_id":"544050773","username":"soyvier","text":"D:","badges":{},"emotes":{},"tmi_sent_ts":1784431603092,"stream_offset_ms":20538092}
diff --git a/data/perra__20260719T032645425198.jsonl b/data/perra__20260719T032645425198.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b87940b4c22c630c1febed4add9d3263c4d32092
--- /dev/null
+++ b/data/perra__20260719T032645425198.jsonl
@@ -0,0 +1,4 @@
+{"channel":"perra","raw_message":"@badge-info=subscriber/38;badges=moderator/1,subscriber/36,detroit-blue-led/1;client-nonce=c97d8a56a5fd47928d2c59ce029d586a;color=#FACDFF;display-name=FANGY888;emotes=;first-msg=0;flags=;id=b8859a0a-e5d6-4591-8efd-23ad7925f8b0;mod=1;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431593734;turbo=0;user-id=491169309;user-type=mod :fangy888!fangy888@fangy888.tmi.twitch.tv PRIVMSG #perra :är semestern slut Jensan_76","message_id":"b8859a0a-e5d6-4591-8efd-23ad7925f8b0","user_id":"491169309","username":"fangy888","text":"är semestern slut Jensan_76","badges":{"moderator":"1","subscriber":"36","detroit-blue-led":"1"},"emotes":{},"tmi_sent_ts":1784431593734,"stream_offset_ms":154091734}
+{"channel":"perra","raw_message":"@badge-info=subscriber/32;badges=subscriber/30,campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub/1;color=#1E90FF;custom-reward-id=a733654a-cc57-45c5-acca-a8249c255959;display-name=soneen;emotes=;first-msg=0;flags=;id=e403f0eb-6cd2-4fb2-9713-1a6f6a4322e5;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431594984;turbo=0;user-id=133704446;user-type= :soneen!soneen@soneen.tmi.twitch.tv PRIVMSG #perra :free rickard bohlin jansson","message_id":"e403f0eb-6cd2-4fb2-9713-1a6f6a4322e5","user_id":"133704446","username":"soneen","text":"free rickard bohlin jansson","badges":{"subscriber":"30","campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub":"1"},"emotes":{},"tmi_sent_ts":1784431594984,"stream_offset_ms":154092984}
+{"channel":"perra","raw_message":"@badge-info=subscriber/18;badges=subscriber/18,partner/1;client-nonce=B5E0169E-23F5-4C18-8FD9-8F3CE53862FA;color=#8A2BE2;display-name=ItzMeBexx;emotes=;first-msg=0;flags=;id=a17fdb4b-1164-40d9-bc6d-be52f53c02ee;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431602087;turbo=0;user-id=415691600;user-type= :itzmebexx!itzmebexx@itzmebexx.tmi.twitch.tv PRIVMSG #perra :ska man ta sig en Redbull","message_id":"a17fdb4b-1164-40d9-bc6d-be52f53c02ee","user_id":"415691600","username":"itzmebexx","text":"ska man ta sig en Redbull","badges":{"subscriber":"18","partner":"1"},"emotes":{},"tmi_sent_ts":1784431602087,"stream_offset_ms":154100087}
+{"channel":"perra","raw_message":"@badge-info=subscriber/8;badges=subscriber/6,sub-gifter/1;color=#1E90FF;custom-reward-id=86613adc-fbbd-4bab-97bb-cac3be6b9a22;display-name=blavittleon;emotes=;first-msg=0;flags=;id=9357cd94-837d-4e2b-9343-29148b683c4f;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431604833;turbo=0;user-id=695952091;user-type= :blavittleon!blavittleon@blavittleon.tmi.twitch.tv PRIVMSG #perra :@ItzMeBexx","message_id":"9357cd94-837d-4e2b-9343-29148b683c4f","user_id":"695952091","username":"blavittleon","text":"@ItzMeBexx","badges":{"subscriber":"6","sub-gifter":"1"},"emotes":{},"tmi_sent_ts":1784431604833,"stream_offset_ms":154102833}
diff --git a/data/porcelainmaid__20260719T032645428172.jsonl b/data/porcelainmaid__20260719T032645428172.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..45ea656ca1a962f933322ccb8676c1899b3d7c1b
--- /dev/null
+++ b/data/porcelainmaid__20260719T032645428172.jsonl
@@ -0,0 +1,3 @@
+{"channel":"porcelainmaid","raw_message":"@badge-info=subscriber/10;badges=subscriber/9,together-for-good-25---good-badge/1;client-nonce=1467AE86-572A-4C18-91DF-F49186C62BE9;color=#8A2BE2;display-name=BabaBooksie;emotes=;first-msg=0;flags=;id=60ef2f2a-e0bb-43f6-80c7-4826935d7bf8;mod=0;returning-chatter=0;room-id=111297034;subscriber=1;tmi-sent-ts=1784431600186;turbo=0;user-id=1328721330;user-type= :bababooksie!bababooksie@bababooksie.tmi.twitch.tv PRIVMSG #porcelainmaid :yippeee!","message_id":"60ef2f2a-e0bb-43f6-80c7-4826935d7bf8","user_id":"1328721330","username":"bababooksie","text":"yippeee!","badges":{"subscriber":"9","together-for-good-25---good-badge":"1"},"emotes":{},"tmi_sent_ts":1784431600186,"stream_offset_ms":22112186}
+{"channel":"porcelainmaid","raw_message":"@badge-info=subscriber/28;badges=moderator/1,subscriber/24,low/1;client-nonce=0c18fd90ba6e45d1a336c99d0617d464;color=#0C6A60;display-name=feardeath_13;emotes=;first-msg=0;flags=;id=5f7e1b73-143e-47d2-a150-34d168cb83ec;mod=1;returning-chatter=0;room-id=111297034;subscriber=1;tmi-sent-ts=1784431601383;turbo=0;user-id=220333484;user-type=mod :feardeath_13!feardeath_13@feardeath_13.tmi.twitch.tv PRIVMSG #porcelainmaid :!so maidofporcelain","message_id":"5f7e1b73-143e-47d2-a150-34d168cb83ec","user_id":"220333484","username":"feardeath_13","text":"!so maidofporcelain","badges":{"moderator":"1","subscriber":"24","low":"1"},"emotes":{},"tmi_sent_ts":1784431601383,"stream_offset_ms":22113383}
+{"channel":"porcelainmaid","raw_message":"@badge-info=subscriber/74;badges=moderator/1,subscriber/24,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=;first-msg=0;flags=0-5:S.3,102-108:S.7;id=c062a38b-9f72-4f5a-9145-2c9f7463e223;mod=1;returning-chatter=0;room-id=111297034;subscriber=1;tmi-sent-ts=1784431602227;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #porcelainmaid :Please check maidofporcelain channel and give them some love at https://www.twitch.tv/maidofporcelain NUTTING LOVE They were playing Fields of Mistria: \"this is my rest day\"!","message_id":"c062a38b-9f72-4f5a-9145-2c9f7463e223","user_id":"100135110","username":"streamelements","text":"Please check maidofporcelain channel and give them some love at https://www.twitch.tv/maidofporcelain NUTTING LOVE They were playing Fields of Mistria: \"this is my rest day\"!","badges":{"moderator":"1","subscriber":"24","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431602227,"stream_offset_ms":22114227}
diff --git a/data/qttsix__20260719T032645426708.jsonl b/data/qttsix__20260719T032645426708.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b6914825332c2c115b7259c4115d0b573fd903e6
--- /dev/null
+++ b/data/qttsix__20260719T032645426708.jsonl
@@ -0,0 +1 @@
+{"channel":"qttsix","raw_message":"@badge-info=;badges=;client-nonce=4337418c5155438ea2ccff6bba0f6672;color=#0000FF;display-name=阿一壓一壓;emotes=;first-msg=0;flags=;id=d14e3f0f-0474-485e-9232-a7161b83953a;mod=0;returning-chatter=0;room-id=16677765;subscriber=0;tmi-sent-ts=1784431595428;turbo=0;user-id=100990786;user-type= :psg41125!psg41125@psg41125.tmi.twitch.tv PRIVMSG #qttsix :西夫天賦的確有點疾徐","message_id":"d14e3f0f-0474-485e-9232-a7161b83953a","user_id":"100990786","username":"psg41125","text":"西夫天賦的確有點疾徐","badges":{},"emotes":{},"tmi_sent_ts":1784431595428,"stream_offset_ms":2656428}
diff --git a/data/ramez05__20260719T032645426400.jsonl b/data/ramez05__20260719T032645426400.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1a05fa50cd97a935fb2eaad3702fc8e0c6b327b0
--- /dev/null
+++ b/data/ramez05__20260719T032645426400.jsonl
@@ -0,0 +1,2 @@
+{"channel":"ramez05","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,premium/1;client-nonce=17046ea6-dd78-430e-b48b-30fe19ffb32b;color=#FF69B4;display-name=ecstaticshadow;emotes=;first-msg=0;flags=;id=df35eca2-4f3d-4302-9067-7aa9a3e30a22;mod=0;returning-chatter=0;room-id=42320398;subscriber=1;tmi-sent-ts=1784431595338;turbo=0;user-id=434788175;user-type= :ecstaticshadow!ecstaticshadow@ecstaticshadow.tmi.twitch.tv PRIVMSG #ramez05 :Yeah","message_id":"df35eca2-4f3d-4302-9067-7aa9a3e30a22","user_id":"434788175","username":"ecstaticshadow","text":"Yeah","badges":{"subscriber":"0","premium":"1"},"emotes":{},"tmi_sent_ts":1784431595338,"stream_offset_ms":24277338}
+{"channel":"ramez05","raw_message":"@badge-info=subscriber/3;badges=subscriber/3,premium/1;client-nonce=c4438e21-bcae-4495-abb1-20a379c66698;color=#008000;display-name=azzhule420;emotes=;first-msg=0;flags=;id=06f12808-c9c1-429f-a0d9-1ed434609ee6;mod=0;returning-chatter=0;room-id=42320398;subscriber=1;tmi-sent-ts=1784431602391;turbo=0;user-id=114770537;user-type= :azzhule420!azzhule420@azzhule420.tmi.twitch.tv PRIVMSG #ramez05 :What are the worst thing in my life is I'm self prophetic","message_id":"06f12808-c9c1-429f-a0d9-1ed434609ee6","user_id":"114770537","username":"azzhule420","text":"What are the worst thing in my life is I'm self prophetic","badges":{"subscriber":"3","premium":"1"},"emotes":{},"tmi_sent_ts":1784431602391,"stream_offset_ms":24284391}
diff --git a/data/seucreysonreborn__20260719T032645425959.jsonl b/data/seucreysonreborn__20260719T032645425959.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a08fc81e34260416b87ab280e09413cd28d8c8ad
--- /dev/null
+++ b/data/seucreysonreborn__20260719T032645425959.jsonl
@@ -0,0 +1,3 @@
+{"channel":"seucreysonreborn","raw_message":"@badge-info=;badges=;client-nonce=e6c52e4e375e4041960a17d5600684cf;color=;display-name=jogadorcovarde;emotes=;first-msg=0;flags=;id=16b80970-9816-48ff-951f-f699ca7c6efe;mod=0;returning-chatter=0;room-id=124656692;subscriber=0;tmi-sent-ts=1784431594350;turbo=0;user-id=1520271424;user-type= :jogadorcovarde!jogadorcovarde@jogadorcovarde.tmi.twitch.tv PRIVMSG #seucreysonreborn :bora rever isso dai","message_id":"16b80970-9816-48ff-951f-f699ca7c6efe","user_id":"1520271424","username":"jogadorcovarde","text":"bora rever isso dai","badges":{},"emotes":{},"tmi_sent_ts":1784431594350,"stream_offset_ms":3835350}
+{"channel":"seucreysonreborn","raw_message":"@badge-info=;badges=bits/1;client-nonce=3f6cbbe1143e47b98ebaf3327dd3fdfb;color=#000000;display-name=luiz_espalha_l1xo;emotes=;first-msg=0;flags=;id=f01c24a4-9fb0-4918-9b3d-d097cd1655ec;mod=0;returning-chatter=0;room-id=124656692;subscriber=0;tmi-sent-ts=1784431599646;turbo=0;user-id=196774347;user-type= :luiz_espalha_l1xo!luiz_espalha_l1xo@luiz_espalha_l1xo.tmi.twitch.tv PRIVMSG #seucreysonreborn :kkkkkkkkkkk","message_id":"f01c24a4-9fb0-4918-9b3d-d097cd1655ec","user_id":"196774347","username":"luiz_espalha_l1xo","text":"kkkkkkkkkkk","badges":{"bits":"1"},"emotes":{},"tmi_sent_ts":1784431599646,"stream_offset_ms":3840646}
+{"channel":"seucreysonreborn","raw_message":"@badge-info=;badges=;client-nonce=a828ce04166f4e2e8075e4c4f32a23fc;color=#FF69B4;display-name=gtohaa;emotes=;first-msg=0;flags=;id=c248e65e-c238-48bc-98a3-9fc999519980;mod=0;returning-chatter=0;room-id=124656692;subscriber=0;tmi-sent-ts=1784431601206;turbo=0;user-id=44552850;user-type= :gtohaa!gtohaa@gtohaa.tmi.twitch.tv PRIVMSG #seucreysonreborn :KKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK","message_id":"c248e65e-c238-48bc-98a3-9fc999519980","user_id":"44552850","username":"gtohaa","text":"KKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKK","badges":{},"emotes":{},"tmi_sent_ts":1784431601206,"stream_offset_ms":3842206}
diff --git a/data/shaker__20260719T032645426483.jsonl b/data/shaker__20260719T032645426483.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac9b8a166d9031787446909b52aea09721b8b4e9
--- /dev/null
+++ b/data/shaker__20260719T032645426483.jsonl
@@ -0,0 +1,4 @@
+{"channel":"shaker","raw_message":"@badge-info=subscriber/11;badges=subscriber/9,premium/1;client-nonce=db64da3929e1425b9963b40b69a8ee8a;color=#FF0000;display-name=Boosted_Inferno;emotes=;first-msg=0;flags=;id=81c088a4-dfa8-41c2-acc5-3b48bce1009b;mod=0;returning-chatter=0;room-id=192234076;source-badge-info=subscriber/11;source-badges=subscriber/9,premium/1;source-id=81c088a4-dfa8-41c2-acc5-3b48bce1009b;source-only=0;source-room-id=192234076;subscriber=1;tmi-sent-ts=1784431595351;turbo=0;user-id=162462899;user-type= :boosted_inferno!boosted_inferno@boosted_inferno.tmi.twitch.tv PRIVMSG #shaker :Kameramann kommt mit","message_id":"81c088a4-dfa8-41c2-acc5-3b48bce1009b","user_id":"162462899","username":"boosted_inferno","text":"Kameramann kommt mit","badges":{"subscriber":"9","premium":"1"},"emotes":{},"tmi_sent_ts":1784431595351,"stream_offset_ms":40466351}
+{"channel":"shaker","raw_message":"@badge-info=;badges=;client-nonce=3939433faa784e01b7b14d27fb0c92ce;color=#00FF7F;display-name=hannezCS;emotes=;first-msg=0;flags=;id=ef3ce33f-c40e-4796-8c59-6b3439f6bbc8;mod=0;returning-chatter=0;room-id=192234076;source-id=ef3ce33f-c40e-4796-8c59-6b3439f6bbc8;source-only=0;source-room-id=192234076;subscriber=0;tmi-sent-ts=1784431599969;turbo=0;user-id=692798244;user-type= :hannezcs!hannezcs@hannezcs.tmi.twitch.tv PRIVMSG #shaker :nein nein was is das für ein video","message_id":"ef3ce33f-c40e-4796-8c59-6b3439f6bbc8","user_id":"692798244","username":"hannezcs","text":"nein nein was is das für ein video","badges":{},"emotes":{},"tmi_sent_ts":1784431599969,"stream_offset_ms":40470969}
+{"channel":"shaker","raw_message":"@badge-info=;badges=premium/1;client-nonce=bfb842f1026b4afc9109c842de10d45d;color=#00FF7F;display-name=mephisto7777_;emotes=;first-msg=0;flags=;id=78bafad5-9066-4201-bbb1-37c647a4523d;mod=0;returning-chatter=0;room-id=192234076;source-badge-info=;source-badges=premium/1;source-id=78bafad5-9066-4201-bbb1-37c647a4523d;source-only=0;source-room-id=192234076;subscriber=0;tmi-sent-ts=1784431603470;turbo=0;user-id=51005889;user-type= :mephisto7777_!mephisto7777_@mephisto7777_.tmi.twitch.tv PRIVMSG #shaker :lachkick","message_id":"78bafad5-9066-4201-bbb1-37c647a4523d","user_id":"51005889","username":"mephisto7777_","text":"lachkick","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431603470,"stream_offset_ms":40474470}
+{"channel":"shaker","raw_message":"@badge-info=founder/23;badges=vip/1,founder/0,share-the-love/1;client-nonce=6c2f8cdb9be242f7b4d55ae3487fcea6;color=#8A2BE2;display-name=illusn;emotes=;flags=;id=cad985b4-3f7e-40c0-b389-cfebaca38ba4;mod=0;room-id=192234076;source-badge-info=subscriber/9;source-badges=vip/1,subscriber/9,share-the-love/1;source-id=1b1b2f27-5a89-4575-940a-10513a4e107d;source-only=0;source-room-id=139591054;subscriber=1;tmi-sent-ts=1784431604792;turbo=0;user-id=39701758;user-type=;vip=1 :illusn!illusn@illusn.tmi.twitch.tv PRIVMSG #shaker :weiter gehts auf den socials","message_id":"cad985b4-3f7e-40c0-b389-cfebaca38ba4","user_id":"39701758","username":"illusn","text":"weiter gehts auf den socials","badges":{"vip":"1","founder":"0","share-the-love":"1"},"emotes":{},"tmi_sent_ts":1784431604792,"stream_offset_ms":40475792}
diff --git a/data/shvfty__20260719T032645426311.jsonl b/data/shvfty__20260719T032645426311.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e5d7a40b8e78ee509e801e91be2c2790a81e962e
--- /dev/null
+++ b/data/shvfty__20260719T032645426311.jsonl
@@ -0,0 +1,4 @@
+{"channel":"shvfty","raw_message":"@badge-info=;badges=;client-nonce=628d8e06-8abd-43e5-aa90-e1e7a561b227;color=;display-name=zippyyy143;emotes=;first-msg=0;flags=;id=00c1099b-39ec-4e42-9c37-87bf88efe7d5;mod=0;returning-chatter=0;room-id=529705123;subscriber=0;tmi-sent-ts=1784431595120;turbo=0;user-id=1516148860;user-type= :zippyyy143!zippyyy143@zippyyy143.tmi.twitch.tv PRIVMSG #shvfty__ :Na bud your kood but with a k","message_id":"00c1099b-39ec-4e42-9c37-87bf88efe7d5","user_id":"1516148860","username":"zippyyy143","text":"Na bud your kood but with a k","badges":{},"emotes":{},"tmi_sent_ts":1784431595120,"stream_offset_ms":6511120}
+{"channel":"shvfty","raw_message":"@badge-info=;badges=;client-nonce=b41abc3f24a74a8497e3048d476bba0d;color=;display-name=jacobistuff222;emotes=;first-msg=0;flags=;id=248d8c54-7cc8-4bdd-821d-abf93a0901c2;mod=0;returning-chatter=0;room-id=529705123;subscriber=0;tmi-sent-ts=1784431596601;turbo=0;user-id=1520521224;user-type= :jacobistuff222!jacobistuff222@jacobistuff222.tmi.twitch.tv PRIVMSG #shvfty__ :spam tuff is shvfty is the best","message_id":"248d8c54-7cc8-4bdd-821d-abf93a0901c2","user_id":"1520521224","username":"jacobistuff222","text":"spam tuff is shvfty is the best","badges":{},"emotes":{},"tmi_sent_ts":1784431596601,"stream_offset_ms":6512601}
+{"channel":"shvfty","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=1:36-37;first-msg=0;flags=;id=505f02f3-05f5-49d5-8657-bbb88420c01f;mod=1;returning-chatter=0;room-id=529705123;subscriber=0;tmi-sent-ts=1784431603042;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #shvfty__ :Thank you for following LuhNaiii999 :)","message_id":"505f02f3-05f5-49d5-8657-bbb88420c01f","user_id":"100135110","username":"streamelements","text":"Thank you for following LuhNaiii999 :)","badges":{"moderator":"1","bot-badge":"1"},"emotes":{"1":["36-37"]},"tmi_sent_ts":1784431603042,"stream_offset_ms":6519042}
+{"channel":"shvfty","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,twitch-recap-2025/1;client-nonce=951313b26cb84b43bb3b88eb7a2f9011;color=#FF69B4;display-name=lcdcursee;emotes=;first-msg=0;flags=;id=28f5175b-39f9-4134-a0fa-099e8f03eeca;mod=0;reply-parent-display-name=VyckiYuSoFine;reply-parent-msg-body=@lcdcursee\\shey\\shun\\show\\sare\\su\\s💚💚💚;reply-parent-msg-id=35e57a35-58df-4c5a-b1ac-09b7c454dc6e;reply-parent-user-id=1087481877;reply-parent-user-login=vyckiyusofine;reply-thread-parent-display-name=VyckiYuSoFine;reply-thread-parent-msg-id=8517d5f5-f8a5-47fb-b291-189b019a4779;reply-thread-parent-user-id=1087481877;reply-thread-parent-user-login=vyckiyusofine;returning-chatter=0;room-id=529705123;subscriber=1;tmi-sent-ts=1784431603426;turbo=0;user-id=1083121524;user-type= :lcdcursee!lcdcursee@lcdcursee.tmi.twitch.tv PRIVMSG #shvfty__ :@VyckiYuSoFine im good hbu","message_id":"28f5175b-39f9-4134-a0fa-099e8f03eeca","user_id":"1083121524","username":"lcdcursee","text":"@VyckiYuSoFine im good hbu","badges":{"subscriber":"2","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431603426,"stream_offset_ms":6519426}
diff --git a/data/srtumbao__20260719T032645423228.jsonl b/data/srtumbao__20260719T032645423228.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..519af19674cdd6786b53cdf1b7dbe8fb3624d1c5
--- /dev/null
+++ b/data/srtumbao__20260719T032645423228.jsonl
@@ -0,0 +1,22 @@
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=fischer/1;client-nonce=37260cb0d9764734a2eb630e5050d13d;color=#B22222;display-name=foxver3_neitor;emotes=;first-msg=0;flags=;id=f27e63ff-cbcb-41b6-945e-296e57527d54;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431593208;turbo=0;user-id=1395859020;user-type= :foxver3_neitor!foxver3_neitor@foxver3_neitor.tmi.twitch.tv PRIVMSG #srtumbao :ese","message_id":"f27e63ff-cbcb-41b6-945e-296e57527d54","user_id":"1395859020","username":"foxver3_neitor","text":"ese","badges":{"fischer":"1"},"emotes":{},"tmi_sent_ts":1784431593208,"stream_offset_ms":6693208}
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diff --git a/data/suburbbaby__20260719T032645424390.jsonl b/data/suburbbaby__20260719T032645424390.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..646a40b8142f6c4f313b5006b8627564280bae27
--- /dev/null
+++ b/data/suburbbaby__20260719T032645424390.jsonl
@@ -0,0 +1,28 @@
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diff --git a/data/sylvee__20260719T032645426026.jsonl b/data/sylvee__20260719T032645426026.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0c73ef14809fd4308f1d8379a2629a1896798726
--- /dev/null
+++ b/data/sylvee__20260719T032645426026.jsonl
@@ -0,0 +1,3 @@
+{"channel":"sylvee","raw_message":"@badge-info=subscriber/21;badges=subscriber/12,sub-gifter/5;client-nonce=2f81c23dce774d2ebfde60fc76a338c2;color=#FF0000;display-name=gabriiell;emotes=;first-msg=0;flags=;id=ba46546d-cae4-4525-a0a8-d003a571a8c1;mod=0;returning-chatter=0;room-id=175383693;subscriber=1;tmi-sent-ts=1784431594408;turbo=0;user-id=138256869;user-type= :gabriiell!gabriiell@gabriiell.tmi.twitch.tv PRIVMSG #sylvee :sylvee 2019 y sylvee 2026","message_id":"ba46546d-cae4-4525-a0a8-d003a571a8c1","user_id":"138256869","username":"gabriiell","text":"sylvee 2019 y sylvee 2026","badges":{"subscriber":"12","sub-gifter":"5"},"emotes":{},"tmi_sent_ts":1784431594408,"stream_offset_ms":6480408}
+{"channel":"sylvee","raw_message":"@badge-info=subscriber/16;badges=moderator/1,subscriber/12,baby-chick-chat-badge/1;client-nonce=424eff60cc994ec18799301cd88da93e;color=#9ACD32;display-name=samuel05102000;emotes=;first-msg=0;flags=;id=37bd15b2-d37a-4d0f-b10f-8e1d1d0bc58a;mod=1;reply-parent-display-name=SrAmilcar;reply-parent-msg-body=Dijo\\sArgentina\\scagamos;reply-parent-msg-id=e8f8b3a6-f91e-4188-8dc7-abde6dd30d22;reply-parent-user-id=485682941;reply-parent-user-login=sramilcar;reply-thread-parent-display-name=SrAmilcar;reply-thread-parent-msg-id=e8f8b3a6-f91e-4188-8dc7-abde6dd30d22;reply-thread-parent-user-id=485682941;reply-thread-parent-user-login=sramilcar;returning-chatter=0;room-id=175383693;subscriber=1;tmi-sent-ts=1784431599781;turbo=0;user-id=123458287;user-type=mod :samuel05102000!samuel05102000@samuel05102000.tmi.twitch.tv PRIVMSG #sylvee :@SrAmilcar xdd","message_id":"37bd15b2-d37a-4d0f-b10f-8e1d1d0bc58a","user_id":"123458287","username":"samuel05102000","text":"@SrAmilcar xdd","badges":{"moderator":"1","subscriber":"12","baby-chick-chat-badge":"1"},"emotes":{},"tmi_sent_ts":1784431599781,"stream_offset_ms":6485781}
+{"channel":"sylvee","raw_message":"@badge-info=subscriber/7;badges=subscriber/3,premium/1;client-nonce=7e361c3caad94171835f1718aefc23c5;color=#A8F901;display-name=xNicolas_19;emotes=;first-msg=0;flags=;id=735d4663-4973-4a4a-85ac-0ef0dac80025;mod=0;returning-chatter=0;room-id=175383693;subscriber=1;tmi-sent-ts=1784431604571;turbo=0;user-id=206862982;user-type= :xnicolas_19!xnicolas_19@xnicolas_19.tmi.twitch.tv PRIVMSG #sylvee :xdd","message_id":"735d4663-4973-4a4a-85ac-0ef0dac80025","user_id":"206862982","username":"xnicolas_19","text":"xdd","badges":{"subscriber":"3","premium":"1"},"emotes":{},"tmi_sent_ts":1784431604571,"stream_offset_ms":6490571}
diff --git a/data/tatumbittick__20260719T032645423300.jsonl b/data/tatumbittick__20260719T032645423300.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9f54a9d8255af9580c086b4b7381c8cbb64e33d9
--- /dev/null
+++ b/data/tatumbittick__20260719T032645423300.jsonl
@@ -0,0 +1,48 @@
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=0DBE5087-651D-4507-A214-01DEEF14CAAA;color=;display-name=nolanrobert41739551;emotes=;first-msg=0;flags=;id=d7579f87-679c-4bea-b056-17787cd3510c;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431593221;turbo=0;user-id=1000485040;user-type= :nolanrobert41739551!nolanrobert41739551@nolanrobert41739551.tmi.twitch.tv PRIVMSG #tatumbittick :https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg","message_id":"d7579f87-679c-4bea-b056-17787cd3510c","user_id":"1000485040","username":"nolanrobert41739551","text":"https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg","badges":{},"emotes":{},"tmi_sent_ts":1784431593221,"stream_offset_ms":26968221}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=5A0D19E1-41B9-4470-8B1F-78E24072D509;color=;display-name=ajway2cold;emotes=;first-msg=1;flags=;id=2895066c-49de-4d35-a4b7-d5addd8c3afb;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431593662;turbo=0;user-id=1521559669;user-type= :ajway2cold!ajway2cold@ajway2cold.tmi.twitch.tv PRIVMSG #tatumbittick :how you feel about the whole rakai thing?","message_id":"2895066c-49de-4d35-a4b7-d5addd8c3afb","user_id":"1521559669","username":"ajway2cold","text":"how you feel about the whole rakai thing?","badges":{},"emotes":{},"tmi_sent_ts":1784431593662,"stream_offset_ms":26968662}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=926901CA-81D1-47A5-A594-971265C0DEF6;color=;display-name=theogaote773;emotes=;first-msg=0;flags=;id=f89aff79-1935-4eb8-ae10-f73a7c6f494f;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431593937;turbo=0;user-id=1518740204;user-type= :theogaote773!theogaote773@theogaote773.tmi.twitch.tv PRIVMSG #tatumbittick :noooooo","message_id":"f89aff79-1935-4eb8-ae10-f73a7c6f494f","user_id":"1518740204","username":"theogaote773","text":"noooooo","badges":{},"emotes":{},"tmi_sent_ts":1784431593937,"stream_offset_ms":26968937}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=06351438-A7DA-4D9C-870D-6BD0420F5A68;color=;display-name=1nonlyzleep;emotes=;first-msg=1;flags=;id=b29a1741-0918-40ec-ae6e-6d859621ddec;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431594841;turbo=0;user-id=1395994000;user-type= :1nonlyzleep!1nonlyzleep@1nonlyzleep.tmi.twitch.tv PRIVMSG #tatumbittick :he tryna find yuuu","message_id":"b29a1741-0918-40ec-ae6e-6d859621ddec","user_id":"1395994000","username":"1nonlyzleep","text":"he tryna find yuuu","badges":{},"emotes":{},"tmi_sent_ts":1784431594841,"stream_offset_ms":26969841}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=b89d890e11a94103b100966b7b0e33fe;color=;display-name=SWFL_JAYY;emotes=;first-msg=0;flags=;id=f1d9e285-472d-44b6-9e62-094cf3dd2c0f;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431595104;turbo=0;user-id=1195661172;user-type= :swfl_jayy!swfl_jayy@swfl_jayy.tmi.twitch.tv PRIVMSG #tatumbittick :hes looking for u go outsidee","message_id":"f1d9e285-472d-44b6-9e62-094cf3dd2c0f","user_id":"1195661172","username":"swfl_jayy","text":"hes looking for u go outsidee","badges":{},"emotes":{},"tmi_sent_ts":1784431595104,"stream_offset_ms":26970104}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=turbo/1;client-nonce=1644160D-A307-43D6-8370-34C8B8F46645;color=;display-name=stompgoat1v1me;emotes=;first-msg=0;flags=;id=49e1f4e9-f727-49d4-9bb3-8e5ac71dca61;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431595200;turbo=1;user-id=1274587141;user-type= :stompgoat1v1me!stompgoat1v1me@stompgoat1v1me.tmi.twitch.tv PRIVMSG #tatumbittick :rooom 221","message_id":"49e1f4e9-f727-49d4-9bb3-8e5ac71dca61","user_id":"1274587141","username":"stompgoat1v1me","text":"rooom 221","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431595200,"stream_offset_ms":26970200}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=987BA80B-7F91-484F-8CAB-6FA5BC6D2EBF;color=#B22222;display-name=draykos08;emotes=;first-msg=0;flags=;id=bd2617d7-8148-451d-b46d-4a5626b94e21;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431595713;turbo=0;user-id=728609784;user-type= :draykos08!draykos08@draykos08.tmi.twitch.tv PRIVMSG #tatumbittick :221","message_id":"bd2617d7-8148-451d-b46d-4a5626b94e21","user_id":"728609784","username":"draykos08","text":"221","badges":{},"emotes":{},"tmi_sent_ts":1784431595713,"stream_offset_ms":26970713}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=glhf-pledge/1;client-nonce=580a91b60068483084e87f5bed5edfa0;color=#FF0000;display-name=reselol;emotes=;first-msg=0;flags=;id=fe8d550c-89b6-4b31-8fcc-af55e87b7d50;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431595728;turbo=0;user-id=425100457;user-type= :reselol!reselol@reselol.tmi.twitch.tv PRIVMSG #tatumbittick :WHATS UR ROOMMM","message_id":"fe8d550c-89b6-4b31-8fcc-af55e87b7d50","user_id":"425100457","username":"reselol","text":"WHATS UR ROOMMM","badges":{"glhf-pledge":"1"},"emotes":{},"tmi_sent_ts":1784431595728,"stream_offset_ms":26970728}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=bits/1;client-nonce=79540553-29B0-43A4-A563-3767051166F5;color=;display-name=savannah_41;emotes=;first-msg=0;flags=;id=58860be1-4190-4a16-a30e-c1e7ddccdc14;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431596049;turbo=0;user-id=1211226114;user-type= :savannah_41!savannah_41@savannah_41.tmi.twitch.tv PRIVMSG #tatumbittick :his friends phone is locked for 9 minutes","message_id":"58860be1-4190-4a16-a30e-c1e7ddccdc14","user_id":"1211226114","username":"savannah_41","text":"his friends phone is locked for 9 minutes","badges":{"bits":"1"},"emotes":{},"tmi_sent_ts":1784431596049,"stream_offset_ms":26971049}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=35541cda4ffd4d98b7329d7e0dfec028;color=#FF0000;display-name=inphydel;emotes=;first-msg=0;flags=;id=0d09f460-723a-4934-a84e-413c1f727512;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431596130;turbo=0;user-id=1511118817;user-type= :inphydel!inphydel@inphydel.tmi.twitch.tv PRIVMSG #tatumbittick :hes crying someone was being homophobic","message_id":"0d09f460-723a-4934-a84e-413c1f727512","user_id":"1511118817","username":"inphydel","text":"hes crying someone was being homophobic","badges":{},"emotes":{},"tmi_sent_ts":1784431596130,"stream_offset_ms":26971130}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=4A06B502-262F-495D-BC23-3748EDCEB0F8;color=#FF7F50;display-name=AJdump300;emotes=;first-msg=1;flags=;id=ed577105-b85e-4b4e-aabd-88d8eb694b44;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431596126;turbo=0;user-id=1249809686;user-type= :ajdump300!ajdump300@ajdump300.tmi.twitch.tv PRIVMSG #tatumbittick :221","message_id":"ed577105-b85e-4b4e-aabd-88d8eb694b44","user_id":"1249809686","username":"ajdump300","text":"221","badges":{},"emotes":{},"tmi_sent_ts":1784431596126,"stream_offset_ms":26971126}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=07199c1899c145cf960e8e8565de46c9;color=;display-name=ilikeoo1;emotes=;first-msg=0;flags=;id=8db3ff00-b008-4869-a808-127f96727081;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431596919;turbo=0;user-id=1137867651;user-type= :ilikeoo1!ilikeoo1@ilikeoo1.tmi.twitch.tv PRIVMSG #tatumbittick :RAKAI GETTNG READY","message_id":"8db3ff00-b008-4869-a808-127f96727081","user_id":"1137867651","username":"ilikeoo1","text":"RAKAI GETTNG READY","badges":{},"emotes":{},"tmi_sent_ts":1784431596919,"stream_offset_ms":26971919}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=3CA20A9C-B947-4154-8D13-84FB1D1B89AC;color=;display-name=eraldx2;emotes=;first-msg=1;flags=;id=1653f277-8e3a-4326-ba76-fd0776c9d812;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431597250;turbo=0;user-id=1396735505;user-type= :eraldx2!eraldx2@eraldx2.tmi.twitch.tv PRIVMSG #tatumbittick :rakai is getting ready","message_id":"1653f277-8e3a-4326-ba76-fd0776c9d812","user_id":"1396735505","username":"eraldx2","text":"rakai is getting ready","badges":{},"emotes":{},"tmi_sent_ts":1784431597250,"stream_offset_ms":26972250}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=7BDE6500-F3A7-4EE5-8CB8-FB0BB104E027;color=#FF7F50;display-name=2xtrayy1;emotes=;first-msg=0;flags=;id=03f17319-fa3e-42ce-b0f0-dede51d08412;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431597342;turbo=0;user-id=1519217386;user-type= :2xtrayy1!2xtrayy1@2xtrayy1.tmi.twitch.tv PRIVMSG #tatumbittick :rakai coming find youu","message_id":"03f17319-fa3e-42ce-b0f0-dede51d08412","user_id":"1519217386","username":"2xtrayy1","text":"rakai coming find youu","badges":{},"emotes":{},"tmi_sent_ts":1784431597342,"stream_offset_ms":26972342}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=blossom-badge/1;client-nonce=A392AA9C-7D26-4182-A7A0-03D15C6E2319;color=#DAA520;display-name=NaeAnise;emotes=;first-msg=0;flags=;id=b867c265-e7ee-484a-be61-4edbc49c3fa2;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431597428;turbo=0;user-id=465615316;user-type= :naeanise!naeanise@naeanise.tmi.twitch.tv PRIVMSG #tatumbittick :THERE’S A CLIP OF MAX SHOUTING YOU OUT","message_id":"b867c265-e7ee-484a-be61-4edbc49c3fa2","user_id":"465615316","username":"naeanise","text":"THERE’S A CLIP OF MAX SHOUTING YOU OUT","badges":{"blossom-badge":"1"},"emotes":{},"tmi_sent_ts":1784431597428,"stream_offset_ms":26972428}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=B8374DD4-E0AD-4F42-9BF8-97FD7561CD8E;color=;display-name=nda10ta;emotes=;first-msg=0;flags=;id=1255be92-affa-4161-bd9c-35b9642b8b9c;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431598417;turbo=0;user-id=870927764;user-type= :nda10ta!nda10ta@nda10ta.tmi.twitch.tv PRIVMSG #tatumbittick :noooooooooooooon","message_id":"1255be92-affa-4161-bd9c-35b9642b8b9c","user_id":"870927764","username":"nda10ta","text":"noooooooooooooon","badges":{},"emotes":{},"tmi_sent_ts":1784431598417,"stream_offset_ms":26973417}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=premium/1;client-nonce=eb2ad57359044284a73ed80e8546b6da;color=;display-name=GwayOrganik;emotes=;first-msg=0;flags=;id=89ac7d07-9c0b-449b-aa84-37255364bbb1;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431598893;turbo=0;user-id=476329258;user-type= :gwayorganik!gwayorganik@gwayorganik.tmi.twitch.tv PRIVMSG #tatumbittick :bruhhhh hes trying to find you go get em","message_id":"89ac7d07-9c0b-449b-aa84-37255364bbb1","user_id":"476329258","username":"gwayorganik","text":"bruhhhh hes trying to find you go get em","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431598893,"stream_offset_ms":26973893}
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+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=87a45617f4454f8c8013d03debbf4f20;color=#FF0000;display-name=theoneanyonlylivid;emotes=;first-msg=0;flags=;id=a838231c-aeb0-4fba-82f1-06014efc281f;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431602986;turbo=0;user-id=949853444;user-type= :theoneanyonlylivid!theoneanyonlylivid@theoneanyonlylivid.tmi.twitch.tv PRIVMSG #tatumbittick :https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg","message_id":"a838231c-aeb0-4fba-82f1-06014efc281f","user_id":"949853444","username":"theoneanyonlylivid","text":"https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg","badges":{},"emotes":{},"tmi_sent_ts":1784431602986,"stream_offset_ms":26977986}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=4C1E9630-3513-437B-8697-A5B2438CD10C;color=#0000FF;display-name=biggrantty12;emotes=;first-msg=0;flags=;id=8f83c3bc-cf8e-4211-a4b9-34323ef3a54a;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431603350;turbo=0;user-id=1317513691;user-type= :biggrantty12!biggrantty12@biggrantty12.tmi.twitch.tv PRIVMSG #tatumbittick :Wait for Kai","message_id":"8f83c3bc-cf8e-4211-a4b9-34323ef3a54a","user_id":"1317513691","username":"biggrantty12","text":"Wait for Kai","badges":{},"emotes":{},"tmi_sent_ts":1784431603350,"stream_offset_ms":26978350}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=7D63950B-8018-461E-998C-A7C0CE8C88B6;color=;display-name=trio_nico;emotes=;first-msg=0;flags=;id=2a1f3592-7387-455f-a37b-cb4c2922533f;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431603459;turbo=0;user-id=950218354;user-type= :trio_nico!trio_nico@trio_nico.tmi.twitch.tv PRIVMSG #tatumbittick :the phone locked","message_id":"2a1f3592-7387-455f-a37b-cb4c2922533f","user_id":"950218354","username":"trio_nico","text":"the phone locked","badges":{},"emotes":{},"tmi_sent_ts":1784431603459,"stream_offset_ms":26978459}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=669DABD6-7CBB-4E6E-A7FB-3040AD373C16;color=#8A2BE2;display-name=arzivvv;emotes=;first-msg=0;flags=;id=49ea3d72-fafe-4646-87f0-4584667449bd;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431604608;turbo=0;user-id=912310895;user-type= :arzivvv!arzivvv@arzivvv.tmi.twitch.tv PRIVMSG #tatumbittick :RAKAI COMING FOR U","message_id":"49ea3d72-fafe-4646-87f0-4584667449bd","user_id":"912310895","username":"arzivvv","text":"RAKAI COMING FOR U","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431604608,"stream_offset_ms":26979608}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=95EDA744-4096-455D-B10C-02C5771EE8DD;color=;display-name=savage23draco;emotes=;first-msg=0;flags=;id=66ada897-22c8-474b-93f5-41c805ecd76d;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431605059;turbo=0;user-id=439719067;user-type= :savage23draco!savage23draco@savage23draco.tmi.twitch.tv PRIVMSG #tatumbittick :dean office","message_id":"66ada897-22c8-474b-93f5-41c805ecd76d","user_id":"439719067","username":"savage23draco","text":"dean office","badges":{},"emotes":{},"tmi_sent_ts":1784431605059,"stream_offset_ms":26980059}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=premium/1;client-nonce=1a49adbd51534266acaecff2f72a3db6;color=#1E90FF;display-name=itsuseff;emotes=;first-msg=0;flags=;id=0e5f3151-f876-49cf-9349-baac9df1b7eb;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431605092;turbo=0;user-id=425166649;user-type= :itsuseff!itsuseff@itsuseff.tmi.twitch.tv PRIVMSG #tatumbittick :W 73K","message_id":"0e5f3151-f876-49cf-9349-baac9df1b7eb","user_id":"425166649","username":"itsuseff","text":"W 73K","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431605092,"stream_offset_ms":26980092}
diff --git a/data/tetristhegrandmaster3__20260719T032645428998.jsonl b/data/tetristhegrandmaster3__20260719T032645428998.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ecc471a5d3ec7e8b918599c3fa789041f830dba0
--- /dev/null
+++ b/data/tetristhegrandmaster3__20260719T032645428998.jsonl
@@ -0,0 +1 @@
+{"channel":"tetristhegrandmaster3","raw_message":"@badge-info=subscriber/4;badges=subscriber/3;client-nonce=01840fef488a474db556e3000cf944c0;color=;display-name=你484想吃雞排;emotes=;first-msg=0;flags=;id=ed189d99-4082-4245-90d1-db789176319c;mod=0;returning-chatter=0;room-id=47281189;subscriber=1;tmi-sent-ts=1784431604594;turbo=0;user-id=45178455;user-type= :lomoassyou!lomoassyou@lomoassyou.tmi.twitch.tv PRIVMSG #tetristhegrandmaster3 :你那麼拚讓我想到以前一個同事勒..他也是主管交辦啥事都單..最後離職被主管背刺內部mark永不錄用","message_id":"ed189d99-4082-4245-90d1-db789176319c","user_id":"45178455","username":"lomoassyou","text":"你那麼拚讓我想到以前一個同事勒..他也是主管交辦啥事都單..最後離職被主管背刺內部mark永不錄用","badges":{"subscriber":"3"},"emotes":{},"tmi_sent_ts":1784431604594,"stream_offset_ms":57503594}
diff --git a/data/thelorr__20260719T032645427434.jsonl b/data/thelorr__20260719T032645427434.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..39ba3ca59cbb2a1f8d9bc4b9db2509a4756060cf
--- /dev/null
+++ b/data/thelorr__20260719T032645427434.jsonl
@@ -0,0 +1 @@
+{"channel":"thelorr","raw_message":"@badge-info=subscriber/3;badges=subscriber/3,premium/1;client-nonce=7a8d0fd68a854a89868a36a4cc4aea5e;color=#0000FF;display-name=KingKaiV;emotes=;first-msg=0;flags=;id=b7635b91-bd4b-4045-a4be-20b62ea5cc95;mod=0;returning-chatter=0;room-id=955173538;subscriber=1;tmi-sent-ts=1784431597507;turbo=0;user-id=247668235;user-type= :kingkaiv!kingkaiv@kingkaiv.tmi.twitch.tv PRIVMSG #thelorr :its like looking at a mall AT@T store","message_id":"b7635b91-bd4b-4045-a4be-20b62ea5cc95","user_id":"247668235","username":"kingkaiv","text":"its like looking at a mall AT@T store","badges":{"subscriber":"3","premium":"1"},"emotes":{},"tmi_sent_ts":1784431597507,"stream_offset_ms":31990507}
diff --git a/data/tinakitten__20260719T032645428700.jsonl b/data/tinakitten__20260719T032645428700.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e65dbc1b147c86cf2809b9cbd1e97f4c602a1b6a
--- /dev/null
+++ b/data/tinakitten__20260719T032645428700.jsonl
@@ -0,0 +1 @@
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=premium/1;client-nonce=f5fe8ebb3bb8496181a21afb024cfc9e;color=#00FF7F;display-name=ogDotCom;emotes=;first-msg=0;flags=;id=ee95a1b6-2dc0-4d96-9e2e-20a016a70e20;mod=0;returning-chatter=0;room-id=42032495;source-badge-info=;source-badges=premium/1;source-id=ee95a1b6-2dc0-4d96-9e2e-20a016a70e20;source-only=0;source-room-id=42032495;subscriber=0;tmi-sent-ts=1784431601988;turbo=0;user-id=247714136;user-type= :ogdotcom!ogdotcom@ogdotcom.tmi.twitch.tv PRIVMSG #tinakitten :hes our glue guy fs","message_id":"ee95a1b6-2dc0-4d96-9e2e-20a016a70e20","user_id":"247714136","username":"ogdotcom","text":"hes our glue guy fs","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431601988,"stream_offset_ms":30230988}
diff --git a/data/tommypervan__20260719T032645425889.jsonl b/data/tommypervan__20260719T032645425889.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9898d4b7b344ea56848aaa58c66a52ed6340d20a
--- /dev/null
+++ b/data/tommypervan__20260719T032645425889.jsonl
@@ -0,0 +1,6 @@
+{"channel":"tommypervan","raw_message":"@badge-info=subscriber/38;badges=subscriber/36,nasa-artemis-ii/1;client-nonce=efb261ce41fa48a4a89f36925dd5d114;color=#FFF200;display-name=icho0_;emotes=;first-msg=0;flags=;id=b115b9a0-d6de-4a6b-b609-665b3cd90466;mod=0;returning-chatter=0;room-id=62079764;subscriber=1;tmi-sent-ts=1784431594311;turbo=0;user-id=128691513;user-type= :icho0_!icho0_@icho0_.tmi.twitch.tv PRIVMSG #tommypervan :aber habla del pico","message_id":"b115b9a0-d6de-4a6b-b609-665b3cd90466","user_id":"128691513","username":"icho0_","text":"aber habla del pico","badges":{"subscriber":"36","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431594311,"stream_offset_ms":7116311}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=vip/1,blossom-badge/4;client-nonce=d1132a1b1ea24e81a526fca52add18f2;color=#DAA520;display-name=t4cticzz;emotes=;first-msg=0;flags=;id=17e08c72-a263-4dce-bc57-a130241381f2;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431596564;turbo=0;user-id=415287791;user-type=;vip=1 :t4cticzz!t4cticzz@t4cticzz.tmi.twitch.tv PRIVMSG #tommypervan :lingling","message_id":"17e08c72-a263-4dce-bc57-a130241381f2","user_id":"415287791","username":"t4cticzz","text":"lingling","badges":{"vip":"1","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431596564,"stream_offset_ms":7118564}
+{"channel":"tommypervan","raw_message":"@badge-info=subscriber/8;badges=vip/1,subscriber/6,nasa-artemis-ii/1;client-nonce=1255f8ca71894d4895e321e425bd1c28;color=#008000;display-name=JohnLemonStones;emotes=;first-msg=0;flags=;id=b54c3db4-3121-4e23-b62a-5299aa32279a;mod=0;returning-chatter=0;room-id=62079764;subscriber=1;tmi-sent-ts=1784431596767;turbo=0;user-id=111700865;user-type=;vip=1 :johnlemonstones!johnlemonstones@johnlemonstones.tmi.twitch.tv PRIVMSG #tommypervan :tus idas? cumb","message_id":"b54c3db4-3121-4e23-b62a-5299aa32279a","user_id":"111700865","username":"johnlemonstones","text":"tus idas? cumb","badges":{"vip":"1","subscriber":"6","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431596767,"stream_offset_ms":7118767}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=umbrella-corporation/1;client-nonce=0da0a9113e934ab0a83fa5b966269d20;color=#5F9EA0;display-name=Xhaher;emotes=;first-msg=0;flags=;id=e88f01e6-44e3-4715-b6a2-e2ce2b772fd3;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431597017;turbo=0;user-id=164516634;user-type= :xhaher!xhaher@xhaher.tmi.twitch.tv PRIVMSG #tommypervan :Jajajaj dijo pico","message_id":"e88f01e6-44e3-4715-b6a2-e2ce2b772fd3","user_id":"164516634","username":"xhaher","text":"Jajajaj dijo pico","badges":{"umbrella-corporation":"1"},"emotes":{},"tmi_sent_ts":1784431597017,"stream_offset_ms":7119017}
+{"channel":"tommypervan","raw_message":"@badge-info=subscriber/8;badges=vip/1,subscriber/6,nasa-artemis-ii/1;client-nonce=3713c13472fa4daf8f808f9332efaa03;color=#008000;display-name=JohnLemonStones;emotes=;first-msg=0;flags=;id=ea018197-1343-4b94-abde-af597fbd5f08;mod=0;returning-chatter=0;room-id=62079764;subscriber=1;tmi-sent-ts=1784431598797;turbo=0;user-id=111700865;user-type=;vip=1 :johnlemonstones!johnlemonstones@johnlemonstones.tmi.twitch.tv PRIVMSG #tommypervan :cumby","message_id":"ea018197-1343-4b94-abde-af597fbd5f08","user_id":"111700865","username":"johnlemonstones","text":"cumby","badges":{"vip":"1","subscriber":"6","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431598797,"stream_offset_ms":7120797}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=glitchcon2020/1;client-nonce=4c9ae3d90fcc48f3bd0b560ac6927597;color=#00FF7F;display-name=asdjavier;emotes=;first-msg=0;flags=;id=969f512d-8778-4355-81b9-d7874fa95497;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431601808;turbo=0;user-id=52626949;user-type= :asdjavier!asdjavier@asdjavier.tmi.twitch.tv PRIVMSG #tommypervan :te gustaria que fuera mas grande xdd","message_id":"969f512d-8778-4355-81b9-d7874fa95497","user_id":"52626949","username":"asdjavier","text":"te gustaria que fuera mas grande xdd","badges":{"glitchcon2020":"1"},"emotes":{},"tmi_sent_ts":1784431601808,"stream_offset_ms":7123808}
diff --git a/data/transforms__20260719T032645427833.jsonl b/data/transforms__20260719T032645427833.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..88e935685c1a4cbb3fa33ee62a42996c2fc6caf7
--- /dev/null
+++ b/data/transforms__20260719T032645427833.jsonl
@@ -0,0 +1,2 @@
+{"channel":"transforms","raw_message":"@badge-info=subscriber/2;badges=moderator/1,subscriber/0;color=;display-name=g2p4;emotes=;first-msg=0;flags=;id=fafe82a5-7ea2-42c5-b596-29d9f7d8f5bc;mod=1;returning-chatter=0;room-id=438067685;subscriber=1;tmi-sent-ts=1784431598523;turbo=0;user-id=431054471;user-type=mod :g2p4!g2p4@g2p4.tmi.twitch.tv PRIVMSG #transforms :!discord","message_id":"fafe82a5-7ea2-42c5-b596-29d9f7d8f5bc","user_id":"431054471","username":"g2p4","text":"!discord","badges":{"moderator":"1","subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431598523,"stream_offset_ms":87905523}
+{"channel":"transforms","raw_message":"@badge-info=;badges=moderator/1,partner/1;color=#32C3A2;display-name=Streamlabs;emotes=;first-msg=0;flags=;id=4131bc69-b515-4489-a53a-fb51243686ec;mod=1;returning-chatter=0;room-id=438067685;subscriber=0;tmi-sent-ts=1784431598748;turbo=0;user-id=105166207;user-type=mod :streamlabs!streamlabs@streamlabs.tmi.twitch.tv PRIVMSG #transforms :https://discord.gg/GMNTMfBBdf","message_id":"4131bc69-b515-4489-a53a-fb51243686ec","user_id":"105166207","username":"streamlabs","text":"https://discord.gg/GMNTMfBBdf","badges":{"moderator":"1","partner":"1"},"emotes":{},"tmi_sent_ts":1784431598748,"stream_offset_ms":87905748}
diff --git a/data/warn__20260719T032645428372.jsonl b/data/warn__20260719T032645428372.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aa2f05232b10a55e0c12800c8eb4cb4f9548149d
--- /dev/null
+++ b/data/warn__20260719T032645428372.jsonl
@@ -0,0 +1,5 @@
+{"channel":"warn","raw_message":"@badge-info=;badges=rplace-2023/1;client-nonce=8cb91192a2f94c18a663621792aaca47;color=;display-name=ElPaez96;emotes=;first-msg=0;flags=;id=1b0b9463-8610-4106-9772-8bdcfe95bbd6;mod=0;returning-chatter=0;room-id=53648099;subscriber=0;tmi-sent-ts=1784431601114;turbo=0;user-id=864076717;user-type= :elpaez96!elpaez96@elpaez96.tmi.twitch.tv PRIVMSG #warn :warn u literally saved my night, i cant even sleep thinking about the final","message_id":"1b0b9463-8610-4106-9772-8bdcfe95bbd6","user_id":"864076717","username":"elpaez96","text":"warn u literally saved my night, i cant even sleep thinking about the final","badges":{"rplace-2023":"1"},"emotes":{},"tmi_sent_ts":1784431601114,"stream_offset_ms":18569114}
+{"channel":"warn","raw_message":"@badge-info=subscriber/6;badges=subscriber/6;client-nonce=DB21EB84-5307-42A5-8CC2-4805BE9B00B3;color=#FF69B4;display-name=deadcowboy69x;emotes=;first-msg=0;flags=;id=6409df8e-d45c-4cd9-a95f-6afe9fbf9335;mod=0;returning-chatter=0;room-id=53648099;subscriber=1;tmi-sent-ts=1784431601214;turbo=0;user-id=840251686;user-type= :deadcowboy69x!deadcowboy69x@deadcowboy69x.tmi.twitch.tv PRIVMSG #warn :bout to lose my streak next week sorry guys I’m going in a work trip","message_id":"6409df8e-d45c-4cd9-a95f-6afe9fbf9335","user_id":"840251686","username":"deadcowboy69x","text":"bout to lose my streak next week sorry guys I’m going in a work trip","badges":{"subscriber":"6"},"emotes":{},"tmi_sent_ts":1784431601214,"stream_offset_ms":18569214}
+{"channel":"warn","raw_message":"@badge-info=subscriber/76;badges=moderator/1,subscriber/2072,nasa-artemis-ii/1;client-nonce=1B5DF7EA-6BE8-4F02-A7AC-9C33FFCF67EE;color=#CCCCFF;display-name=hamzyypoo;emotes=;first-msg=0;flags=;id=e3755b81-68e0-4878-9830-5f511241e57c;mod=1;returning-chatter=0;room-id=53648099;subscriber=1;tmi-sent-ts=1784431601243;turbo=0;user-id=141919772;user-type=mod :hamzyypoo!hamzyypoo@hamzyypoo.tmi.twitch.tv PRIVMSG #warn :ONLY 2 HOURS??","message_id":"e3755b81-68e0-4878-9830-5f511241e57c","user_id":"141919772","username":"hamzyypoo","text":"ONLY 2 HOURS??","badges":{"moderator":"1","subscriber":"2072","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431601243,"stream_offset_ms":18569243}
+{"channel":"warn","raw_message":"@badge-info=subscriber/15;badges=subscriber/12,together-for-good-25---good-badge/1;client-nonce=f18d9de868d248c792f6f43e8838257f;color=#FFCAE4;display-name=creative_jelly;emotes=;first-msg=0;flags=;id=3b25e419-2146-4d22-ba18-d9716ce738b1;mod=0;returning-chatter=0;room-id=53648099;subscriber=1;tmi-sent-ts=1784431603456;turbo=0;user-id=768989022;user-type= :creative_jelly!creative_jelly@creative_jelly.tmi.twitch.tv PRIVMSG #warn :HUH","message_id":"3b25e419-2146-4d22-ba18-d9716ce738b1","user_id":"768989022","username":"creative_jelly","text":"HUH","badges":{"subscriber":"12","together-for-good-25---good-badge":"1"},"emotes":{},"tmi_sent_ts":1784431603456,"stream_offset_ms":18571456}
+{"channel":"warn","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,blossom-badge/4;client-nonce=10D27919-76D2-460E-B09F-90628FE63802;color=#FF69B4;display-name=cmplxifly;emotes=;first-msg=0;flags=;id=2b420cfb-9275-4950-aaea-cca712ca8997;mod=0;reply-parent-display-name=creative_jelly;reply-parent-msg-body=@cmplxifly\\sLMAO;reply-parent-msg-id=184533f6-9095-44eb-a32c-eabd62e72307;reply-parent-user-id=768989022;reply-parent-user-login=creative_jelly;reply-thread-parent-display-name=cmplxifly;reply-thread-parent-msg-id=7f653ae5-bf5f-46e9-bdb4-75738084d853;reply-thread-parent-user-id=817832730;reply-thread-parent-user-login=cmplxifly;returning-chatter=0;room-id=53648099;subscriber=1;tmi-sent-ts=1784431603699;turbo=0;user-id=817832730;user-type= :cmplxifly!cmplxifly@cmplxifly.tmi.twitch.tv PRIVMSG #warn :@creative_jelly it’s probably at least a month old I’ve not been to Trader Joe’s in a while","message_id":"2b420cfb-9275-4950-aaea-cca712ca8997","user_id":"817832730","username":"cmplxifly","text":"@creative_jelly it’s probably at least a month old I’ve not been to Trader Joe’s in a while","badges":{"subscriber":"6","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431603699,"stream_offset_ms":18571699}
diff --git a/data/wissksrr__20260719T032645424915.jsonl b/data/wissksrr__20260719T032645424915.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9910b5bab3c36516aea46d2b1f4bd1032aa7933a
--- /dev/null
+++ b/data/wissksrr__20260719T032645424915.jsonl
@@ -0,0 +1,10 @@
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=C435406F-E92E-475A-808D-98BBF573682A;color=;display-name=marwan_920;emotes=;first-msg=0;flags=28-34:S.6;id=f86b5513-8e43-412b-a6ed-6445142c3745;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431593481;turbo=0;user-id=1462816149;user-type= :marwan_920!marwan_920@marwan_920.tmi.twitch.tv PRIVMSG #wissksrr :va dm là meuf si t’a des couille","message_id":"f86b5513-8e43-412b-a6ed-6445142c3745","user_id":"1462816149","username":"marwan_920","text":"va dm là meuf si t’a des couille","badges":{},"emotes":{},"tmi_sent_ts":1784431593481,"stream_offset_ms":32192481}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=clips-leader/3;client-nonce=90E4648B-E76E-430E-8378-B3B9BA87D78B;color=#FF0000;display-name=ilyes_937z;emotes=;first-msg=0;flags=;id=05530b9f-e09f-411c-9120-982463c04c98;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431594339;turbo=0;user-id=1387076695;user-type= :ilyes_937z!ilyes_937z@ilyes_937z.tmi.twitch.tv PRIVMSG #wissksrr :wsh mais j’ai rien fait","message_id":"05530b9f-e09f-411c-9120-982463c04c98","user_id":"1387076695","username":"ilyes_937z","text":"wsh mais j’ai rien fait","badges":{"clips-leader":"3"},"emotes":{},"tmi_sent_ts":1784431594339,"stream_offset_ms":32193339}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=7F8B3830-1768-4DBD-A216-33F9C2AC36AE;color=;display-name=ahajekdb;emotes=;first-msg=0;flags=;id=03fed78e-7a0e-4a63-b8ff-bf1aad4a2b9f;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431596407;turbo=0;user-id=1065992668;user-type= :ahajekdb!ahajekdb@ahajekdb.tmi.twitch.tv PRIVMSG #wissksrr :sarah cameron","message_id":"03fed78e-7a0e-4a63-b8ff-bf1aad4a2b9f","user_id":"1065992668","username":"ahajekdb","text":"sarah cameron","badges":{},"emotes":{},"tmi_sent_ts":1784431596407,"stream_offset_ms":32195407}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=EBCD2EA2-26C5-439E-81D9-A9EBA0846B8F;color=;display-name=aymene60100;emotes=;first-msg=0;flags=;id=296a2c80-c264-41b7-8cbc-d7f717819a62;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431596933;turbo=0;user-id=1298629988;user-type= :aymene60100!aymene60100@aymene60100.tmi.twitch.tv PRIVMSG #wissksrr :le coran j’ai 5hp à cause du live","message_id":"296a2c80-c264-41b7-8cbc-d7f717819a62","user_id":"1298629988","username":"aymene60100","text":"le coran j’ai 5hp à cause du live","badges":{},"emotes":{},"tmi_sent_ts":1784431596933,"stream_offset_ms":32195933}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=stream-for-humanity-2-2025/1;client-nonce=010f99a5-5fc0-49ce-9727-ef76624c7d0a;color=#FF4500;display-name=Ilimi_T;emotes=;first-msg=0;flags=;id=d98ac6a8-eb2c-4f69-b8e9-07484fac436d;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431597032;turbo=0;user-id=137550946;user-type= :ilimi_t!ilimi_t@ilimi_t.tmi.twitch.tv PRIVMSG #wissksrr :Trop belle","message_id":"d98ac6a8-eb2c-4f69-b8e9-07484fac436d","user_id":"137550946","username":"ilimi_t","text":"Trop belle","badges":{"stream-for-humanity-2-2025":"1"},"emotes":{},"tmi_sent_ts":1784431597032,"stream_offset_ms":32196032}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=C0D3A463-91B5-4B4E-9329-FB23BEF8DF31;color=#FF7F50;display-name=fianso_91;emotes=;first-msg=0;flags=;id=198d994b-d8d3-4875-a791-10c6f88c0e9d;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431597310;turbo=0;user-id=749670212;user-type= :fianso_91!fianso_91@fianso_91.tmi.twitch.tv PRIVMSG #wissksrr :au naturel elle est plus belle","message_id":"198d994b-d8d3-4875-a791-10c6f88c0e9d","user_id":"749670212","username":"fianso_91","text":"au naturel elle est plus belle","badges":{},"emotes":{},"tmi_sent_ts":1784431597310,"stream_offset_ms":32196310}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=1AFB031C-ACA8-4666-824D-D7C1C9F3AC1B;color=;display-name=srhaaaaa;emotes=;first-msg=0;flags=;id=4bd279b0-572b-468f-84dc-7d7e3fbaf1f6;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431601302;turbo=0;user-id=1356395898;user-type= :srhaaaaa!srhaaaaa@srhaaaaa.tmi.twitch.tv PRIVMSG #wissksrr :cherce adriana lima prime🔴🔴🔴🔴🔴🔴🔴🔴","message_id":"4bd279b0-572b-468f-84dc-7d7e3fbaf1f6","user_id":"1356395898","username":"srhaaaaa","text":"cherce adriana lima prime🔴🔴🔴🔴🔴🔴🔴🔴","badges":{},"emotes":{},"tmi_sent_ts":1784431601302,"stream_offset_ms":32200302}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=104E6BE3-B8EA-46F5-8158-751EFA582BB5;color=;display-name=ilenr213;emotes=;first-msg=0;flags=;id=5f201086-fe9b-4606-b630-d6adfc05ee62;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431602559;turbo=0;user-id=1344831684;user-type= :ilenr213!ilenr213@ilenr213.tmi.twitch.tv PRIVMSG #wissksrr :megan fox >>>>","message_id":"5f201086-fe9b-4606-b630-d6adfc05ee62","user_id":"1344831684","username":"ilenr213","text":"megan fox >>>>","badges":{},"emotes":{},"tmi_sent_ts":1784431602559,"stream_offset_ms":32201559}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=subtember-2024/1;client-nonce=B38ED149-C736-4391-80F8-5D170C2976E1;color=#FF0000;display-name=kebicheee;emotes=;first-msg=0;flags=;id=db95bae7-8d60-4945-aa7a-871a0adf533d;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431602603;turbo=0;user-id=1033836963;user-type= :kebicheee!kebicheee@kebicheee.tmi.twitch.tv PRIVMSG #wissksrr :Liza Del Sierra elle joue dans  plein de film elle est  large mieux","message_id":"db95bae7-8d60-4945-aa7a-871a0adf533d","user_id":"1033836963","username":"kebicheee","text":"Liza Del Sierra elle joue dans  plein de film elle est  large mieux","badges":{"subtember-2024":"1"},"emotes":{},"tmi_sent_ts":1784431602603,"stream_offset_ms":32201603}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=B2111149-0DA6-4BD9-B7FE-B143385E94BD;color=;display-name=HamzaBelek;emotes=;first-msg=0;flags=;id=4d305690-35bf-4cd3-80ab-ebdc7a2384dd;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431603874;turbo=0;user-id=959218551;user-type= :hamzabelek!hamzabelek@hamzabelek.tmi.twitch.tv PRIVMSG #wissksrr :c’est pas un truc hechek obsession","message_id":"4d305690-35bf-4cd3-80ab-ebdc7a2384dd","user_id":"959218551","username":"hamzabelek","text":"c’est pas un truc hechek obsession","badges":{},"emotes":{},"tmi_sent_ts":1784431603874,"stream_offset_ms":32202874}
diff --git a/data/wrldkailee__20260719T032645427098.jsonl b/data/wrldkailee__20260719T032645427098.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a4ed9d0f16e231e000154882d808f4e5841462d0
--- /dev/null
+++ b/data/wrldkailee__20260719T032645427098.jsonl
@@ -0,0 +1,3 @@
+{"channel":"wrldkailee","raw_message":"@badge-info=;badges=arcane-season-2-premiere/1;client-nonce=41b82e5db270433bbb8382f988ea8f04;color=#FF69B4;display-name=Luxatedd;emotes=;first-msg=0;flags=;id=763f33c5-8ce7-486f-af5f-6f1cee91171f;mod=0;returning-chatter=0;room-id=731550674;subscriber=0;tmi-sent-ts=1784431596492;turbo=0;user-id=546088504;user-type= :luxatedd!luxatedd@luxatedd.tmi.twitch.tv PRIVMSG #wrldkailee :why are they in a bus chat","message_id":"763f33c5-8ce7-486f-af5f-6f1cee91171f","user_id":"546088504","username":"luxatedd","text":"why are they in a bus chat","badges":{"arcane-season-2-premiere":"1"},"emotes":{},"tmi_sent_ts":1784431596492,"stream_offset_ms":7844492}
+{"channel":"wrldkailee","raw_message":"@badge-info=;badges=gamerduo/1;client-nonce=82386b02-8dc9-4281-b7b7-fafcff0cda9d;color=#9ACD32;display-name=rackemup187;emotes=;first-msg=0;flags=;id=2e5a5c8f-9fb3-4e20-a9fb-342ffbc7f1ca;mod=0;returning-chatter=0;room-id=731550674;subscriber=0;tmi-sent-ts=1784431602313;turbo=0;user-id=404749116;user-type= :rackemup187!rackemup187@rackemup187.tmi.twitch.tv PRIVMSG #wrldkailee :Is this cinna's bus?","message_id":"2e5a5c8f-9fb3-4e20-a9fb-342ffbc7f1ca","user_id":"404749116","username":"rackemup187","text":"Is this cinna's bus?","badges":{"gamerduo":"1"},"emotes":{},"tmi_sent_ts":1784431602313,"stream_offset_ms":7850313}
+{"channel":"wrldkailee","raw_message":"@badge-info=subscriber/7;badges=moderator/1,subscriber/6,bits-leader/2;client-nonce=114d822bf09b4bb59cfea35ccff4ffde;color=#FFE5FD;display-name=gabsnicki24;emotes=;first-msg=0;flags=;id=e20719b0-70ca-41da-bb10-5f5c0281f21b;mod=1;returning-chatter=0;room-id=731550674;subscriber=1;tmi-sent-ts=1784431604141;turbo=0;user-id=726756405;user-type=mod :gabsnicki24!gabsnicki24@gabsnicki24.tmi.twitch.tv PRIVMSG #wrldkailee :is she still connected to the wifi","message_id":"e20719b0-70ca-41da-bb10-5f5c0281f21b","user_id":"726756405","username":"gabsnicki24","text":"is she still connected to the wifi","badges":{"moderator":"1","subscriber":"6","bits-leader":"2"},"emotes":{},"tmi_sent_ts":1784431604141,"stream_offset_ms":7852141}
diff --git a/data/xhalli4x__20260719T032645427675.jsonl b/data/xhalli4x__20260719T032645427675.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..776bbe050f0f62ff2045276dad44aacdd182eda5
--- /dev/null
+++ b/data/xhalli4x__20260719T032645427675.jsonl
@@ -0,0 +1,3 @@
+{"channel":"xhalli4x","raw_message":"@badge-info=;badges=;client-nonce=c27f1f1f272e42df8c47ddfe59354981;color=;display-name=ガロク;emotes=;first-msg=0;flags=;id=3eda6fd1-b53e-4665-b2b9-b82a6501c9cd;mod=0;returning-chatter=0;room-id=147242239;subscriber=0;tmi-sent-ts=1784431598392;turbo=0;user-id=800094067;user-type= :garoku28!garoku28@garoku28.tmi.twitch.tv PRIVMSG #xhalli4x :もしかしてこのゲーム上手いのですか？","message_id":"3eda6fd1-b53e-4665-b2b9-b82a6501c9cd","user_id":"800094067","username":"garoku28","text":"もしかしてこのゲーム上手いのですか？","badges":{},"emotes":{},"tmi_sent_ts":1784431598392,"stream_offset_ms":46826392}
+{"channel":"xhalli4x","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,raging-wolf-helm/1;client-nonce=39DEBAB3-31D0-49AA-9027-117F84BD7CCC;color=#00FF7F;display-name=あべの邪鬼;emotes=;first-msg=0;flags=;id=f06609d2-8f08-4f40-8d21-d8b8c2e50446;mod=0;returning-chatter=0;room-id=147242239;subscriber=1;tmi-sent-ts=1784431602740;turbo=0;user-id=139173967;user-type= :abechan893!abechan893@abechan893.tmi.twitch.tv PRIVMSG #xhalli4x :マナー◯","message_id":"f06609d2-8f08-4f40-8d21-d8b8c2e50446","user_id":"139173967","username":"abechan893","text":"マナー◯","badges":{"subscriber":"0","raging-wolf-helm":"1"},"emotes":{},"tmi_sent_ts":1784431602740,"stream_offset_ms":46830740}
+{"channel":"xhalli4x","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,sub-gifter/1;client-nonce=44951539-f778-44e3-a48b-d338e64f3aca;color=#008000;display-name=えむあわです;emotes=;first-msg=0;flags=;id=6c75f727-e1b8-4b98-bc99-897645033f8c;mod=0;returning-chatter=0;room-id=147242239;subscriber=1;tmi-sent-ts=1784431604040;turbo=0;user-id=486870389;user-type= :emuawa!emuawa@emuawa.tmi.twitch.tv PRIVMSG #xhalli4x :親によくこれやられたな","message_id":"6c75f727-e1b8-4b98-bc99-897645033f8c","user_id":"486870389","username":"emuawa","text":"親によくこれやられたな","badges":{"subscriber":"2","sub-gifter":"1"},"emotes":{},"tmi_sent_ts":1784431604040,"stream_offset_ms":46832040}
diff --git a/data/yodatv__20260719T032645427752.jsonl b/data/yodatv__20260719T032645427752.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..606df8e465da2da248c02308432a5b8275cd7fda
--- /dev/null
+++ b/data/yodatv__20260719T032645427752.jsonl
@@ -0,0 +1 @@
+{"channel":"yodatv","raw_message":"@badge-info=;badges=;client-nonce=ed2905334e4542a380bfe0657da54769;color=;display-name=skillnasty;emotes=;first-msg=0;flags=;id=a3008a6c-9e80-4f1e-8f07-04c1fc1841d4;mod=0;returning-chatter=0;room-id=22559049;subscriber=0;tmi-sent-ts=1784431598489;turbo=0;user-id=72425942;user-type= :skillnasty!skillnasty@skillnasty.tmi.twitch.tv PRIVMSG #yodatv :ff","message_id":"a3008a6c-9e80-4f1e-8f07-04c1fc1841d4","user_id":"72425942","username":"skillnasty","text":"ff","badges":{},"emotes":{},"tmi_sent_ts":1784431598489,"stream_offset_ms":21962489}
diff --git a/data/zoomaa__20260719T032645425743.jsonl b/data/zoomaa__20260719T032645425743.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..40f7a6a090a609b31f883abb0e890fc96dd1082f
--- /dev/null
+++ b/data/zoomaa__20260719T032645425743.jsonl
@@ -0,0 +1,11 @@
+{"channel":"zoomaa","raw_message":"@badge-info=;badges=turbo/1;client-nonce=997ff33fa729482391a731f267469bbd;color=#FF69B4;display-name=sin_szn;emotes=;first-msg=0;flags=;id=39db4c68-d18f-467d-83fe-b97360acb68b;mod=0;returning-chatter=0;room-id=105584645;subscriber=0;tmi-sent-ts=1784431594239;turbo=1;user-id=240596226;user-type= :sin_szn!sin_szn@sin_szn.tmi.twitch.tv PRIVMSG #zoomaa :king Abooty","message_id":"39db4c68-d18f-467d-83fe-b97360acb68b","user_id":"240596226","username":"sin_szn","text":"king Abooty","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431594239,"stream_offset_ms":32051239}
+{"channel":"zoomaa","raw_message":"@badge-info=subscriber/24;badges=subscriber/24;client-nonce=6fb5b072da5c4b3296fb64b5d109806d;color=#FF0000;display-name=miles_r_;emotes=emotesv2_467ba278b0a845c58138f7adc60a5bc3:81-91,93-103,105-115,117-127,129-139,141-151,153-163;first-msg=0;flags=;id=1d26cfc9-35bd-4743-8070-9f1daac40f67;mod=0;returning-chatter=0;room-id=105584645;subscriber=1;tmi-sent-ts=1784431594335;turbo=0;user-id=205265349;user-type= :miles_r_!miles_r_@miles_r_.tmi.twitch.tv PRIVMSG #zoomaa :gimme OpTic sweep tmr #jerkformerc #squirtforshotzzy #dockfordashy #hornyforhuke zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC","message_id":"1d26cfc9-35bd-4743-8070-9f1daac40f67","user_id":"205265349","username":"miles_r_","text":"gimme OpTic sweep tmr #jerkformerc #squirtforshotzzy #dockfordashy #hornyforhuke zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC","badges":{"subscriber":"24"},"emotes":{"emotesv2_467ba278b0a845c58138f7adc60a5bc3":["81-91","93-103","105-115","117-127","129-139","141-151","153-163"]},"tmi_sent_ts":1784431594335,"stream_offset_ms":32051335}
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diff --git a/data/zubarefff_3552310__20260719T032645424779.jsonl b/data/zubarefff_3552310__20260719T032645424779.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1eb2222625349eff46d8fbd24cf009aaead84223
--- /dev/null
+++ b/data/zubarefff_3552310__20260719T032645424779.jsonl
@@ -0,0 +1,12 @@
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