diff --git a/data/0elita__20260719T032656861301.jsonl b/data/0elita__20260719T032656861301.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ce66cb16b1d80cb135d100222da4bb4181ff027f
--- /dev/null
+++ b/data/0elita__20260719T032656861301.jsonl
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diff --git a/data/2xrakai__20260719T032656854867.jsonl b/data/2xrakai__20260719T032656854867.jsonl
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index 0000000000000000000000000000000000000000..e550a007f9e870b6912a48ec04a5d6b269724df4
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+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=8958935F-289E-40ED-A1E8-F330CF620703;color=;display-name=user108003;emotes=;first-msg=0;flags=;id=23c939a6-9879-415d-9a21-2b15f0d59c49;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611064;turbo=0;user-id=1374323067;user-type= :user108003!user108003@user108003.tmi.twitch.tv PRIVMSG #2xrakai :‼️GO GET WATER GUNS,and WATER BALLONS FIR TOMMOROW‼️","message_id":"23c939a6-9879-415d-9a21-2b15f0d59c49","user_id":"1374323067","username":"user108003","text":"‼️GO GET WATER GUNS,and WATER BALLONS FIR TOMMOROW‼️","badges":{},"emotes":{},"tmi_sent_ts":1784431611064,"stream_offset_ms":33170064}
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+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=3d537d744f934f719cbcfbb43dbcdb26;color=;display-name=w_inthouse;emotes=;first-msg=0;flags=;id=b357a6db-3a0f-4f6d-95df-b7db5159276d;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611300;turbo=0;user-id=880355423;user-type= :w_inthouse!w_inthouse@w_inthouse.tmi.twitch.tv PRIVMSG #2xrakai :Kai got beat and trowed","message_id":"b357a6db-3a0f-4f6d-95df-b7db5159276d","user_id":"880355423","username":"w_inthouse","text":"Kai got beat and trowed","badges":{},"emotes":{},"tmi_sent_ts":1784431611300,"stream_offset_ms":33170300}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=168F3A22-6856-47A9-B604-0CB2DF0AE501;color=;display-name=chrisduarte10cd;emotes=;first-msg=0;flags=;id=00a54de6-f828-444f-940a-fc587ba92760;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611297;turbo=0;user-id=1189693747;user-type= :chrisduarte10cd!chrisduarte10cd@chrisduarte10cd.tmi.twitch.tv PRIVMSG #2xrakai :get Madi to help","message_id":"00a54de6-f828-444f-940a-fc587ba92760","user_id":"1189693747","username":"chrisduarte10cd","text":"get Madi to help","badges":{},"emotes":{},"tmi_sent_ts":1784431611297,"stream_offset_ms":33170297}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=EAE1F4E0-8625-4FC0-AC0C-D2C8B84EB594;color=;display-name=lackgetsmacked;emotes=;first-msg=0;flags=;id=448d826e-797e-42d4-8791-fb580fd2f481;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611387;turbo=0;user-id=1437114307;user-type= :lackgetsmacked!lackgetsmacked@lackgetsmacked.tmi.twitch.tv PRIVMSG #2xrakai :smell good","message_id":"448d826e-797e-42d4-8791-fb580fd2f481","user_id":"1437114307","username":"lackgetsmacked","text":"smell good","badges":{},"emotes":{},"tmi_sent_ts":1784431611387,"stream_offset_ms":33170387}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=premium/1;client-nonce=211041d688e84cd3a0f44a5ca5a12613;color=#FF0000;display-name=hbkuzii;emotes=;first-msg=0;flags=;id=5f1b7488-0112-48de-98e0-dc4e0b3b9385;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611393;turbo=0;user-id=633992476;user-type= :hbkuzii!hbkuzii@hbkuzii.tmi.twitch.tv PRIVMSG #2xrakai :shes going to cafeteriaa","message_id":"5f1b7488-0112-48de-98e0-dc4e0b3b9385","user_id":"633992476","username":"hbkuzii","text":"shes going to cafeteriaa","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431611393,"stream_offset_ms":33170393}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=94ec82d3d4fc49708da172ff0fec1981;color=;display-name=cynjano;emotes=;first-msg=0;flags=;id=e59492c0-ac8d-4037-bd67-96636a48a4e7;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611556;turbo=0;user-id=1518412721;user-type= :cynjano!cynjano@cynjano.tmi.twitch.tv PRIVMSG #2xrakai :cafev","message_id":"e59492c0-ac8d-4037-bd67-96636a48a4e7","user_id":"1518412721","username":"cynjano","text":"cafev","badges":{},"emotes":{},"tmi_sent_ts":1784431611556,"stream_offset_ms":33170556}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=E6217D19-5512-4975-BE73-6B9B4A239A27;color=;display-name=garfieldthegoat1;emotes=;first-msg=1;flags=;id=14ff428b-316c-4d17-82f1-d387f46b8fcf;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611472;turbo=0;user-id=1521563210;user-type= :garfieldthegoat1!garfieldthegoat1@garfieldthegoat1.tmi.twitch.tv PRIVMSG #2xrakai :look rakai just crash out on everyone beside ur friends because there will no more be consequences","message_id":"14ff428b-316c-4d17-82f1-d387f46b8fcf","user_id":"1521563210","username":"garfieldthegoat1","text":"look rakai just crash out on everyone beside ur friends because there will no more be consequences","badges":{},"emotes":{},"tmi_sent_ts":1784431611472,"stream_offset_ms":33170472}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=turbo/1;client-nonce=374716D4-8568-483E-9B71-1C99CFA75185;color=;display-name=deharina7;emotes=;first-msg=0;flags=;id=825539ce-f5ad-42f4-9801-b199272e0006;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611579;turbo=1;user-id=977392336;user-type= :deharina7!deharina7@deharina7.tmi.twitch.tv PRIVMSG #2xrakai :get Kai","message_id":"825539ce-f5ad-42f4-9801-b199272e0006","user_id":"977392336","username":"deharina7","text":"get Kai","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431611579,"stream_offset_ms":33170579}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=AAE60F24-9245-4768-B51D-62DC02F33182;color=;display-name=kingsmccoy;emotes=;first-msg=1;flags=;id=989d11dd-7981-43ae-97cf-96aa58f801aa;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611537;turbo=0;user-id=1520649600;user-type= :kingsmccoy!kingsmccoy@kingsmccoy.tmi.twitch.tv PRIVMSG #2xrakai :hiii rakai","message_id":"989d11dd-7981-43ae-97cf-96aa58f801aa","user_id":"1520649600","username":"kingsmccoy","text":"hiii rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431611537,"stream_offset_ms":33170537}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=bc2cc97f-bc77-4f4d-a8a4-1e0f8d66876e;color=;display-name=ken_aldrien;emotes=;first-msg=0;flags=;id=a5a44673-fb0a-4be7-9790-5a9fd5295765;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611611;turbo=0;user-id=1320327598;user-type= :ken_aldrien!ken_aldrien@ken_aldrien.tmi.twitch.tv PRIVMSG #2xrakai :SAVEE KAIII","message_id":"a5a44673-fb0a-4be7-9790-5a9fd5295765","user_id":"1320327598","username":"ken_aldrien","text":"SAVEE KAIII","badges":{},"emotes":{},"tmi_sent_ts":1784431611611,"stream_offset_ms":33170611}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=;client-nonce=43DFCF25-B2DB-42F8-9289-4A94C4C3673F;color=;display-name=y0favdiamond;emotes=;first-msg=0;flags=;id=4a16b673-1dd7-4f2d-9f87-482c20b176f4;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611625;turbo=0;user-id=1314185840;user-type= :y0favdiamond!y0favdiamond@y0favdiamond.tmi.twitch.tv PRIVMSG #2xrakai :go get Kai frm woods (copy and paste)","message_id":"4a16b673-1dd7-4f2d-9f87-482c20b176f4","user_id":"1314185840","username":"y0favdiamond","text":"go get Kai frm woods (copy and paste)","badges":{},"emotes":{},"tmi_sent_ts":1784431611625,"stream_offset_ms":33170625}
+{"channel":"2xrakai","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=5E999D7F-99A4-4427-BD2A-DB20A65F2039;color=;display-name=justinnnnnnnnnnnm;emotes=;first-msg=0;flags=;id=2d688f3b-1798-4027-aeba-28c15cdc4bc0;mod=0;returning-chatter=0;room-id=997729120;subscriber=1;tmi-sent-ts=1784431611675;turbo=0;user-id=895648545;user-type= :justinnnnnnnnnnnm!justinnnnnnnnnnnm@justinnnnnnnnnnnm.tmi.twitch.tv PRIVMSG #2xrakai :steal all your thing back","message_id":"2d688f3b-1798-4027-aeba-28c15cdc4bc0","user_id":"895648545","username":"justinnnnnnnnnnnm","text":"steal all your thing back","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431611675,"stream_offset_ms":33170675}
+{"channel":"2xrakai","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,twitch-recap-2024/1;client-nonce=59A512D6-CDDE-4F87-A479-DC00BE0F329B;color=;display-name=TavernDrifter;emotes=;first-msg=0;flags=;id=3414eee3-09e7-4176-a468-ebec017aecd2;mod=0;returning-chatter=0;room-id=997729120;subscriber=1;tmi-sent-ts=1784431611745;turbo=0;user-id=968937882;user-type= :taverndrifter!taverndrifter@taverndrifter.tmi.twitch.tv PRIVMSG #2xrakai :RAYYYYY AND DEM","message_id":"3414eee3-09e7-4176-a468-ebec017aecd2","user_id":"968937882","username":"taverndrifter","text":"RAYYYYY AND DEM","badges":{"subscriber":"2","twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431611745,"stream_offset_ms":33170745}
+{"channel":"2xrakai","raw_message":"@badge-info=;badges=share-the-love/1;client-nonce=022bdad9bf1b43b69501af6357a46535;color=#008000;display-name=liodem;emotes=;first-msg=0;flags=;id=5a384f3f-e2ab-441e-b84d-b677864850d0;mod=0;returning-chatter=0;room-id=997729120;subscriber=0;tmi-sent-ts=1784431611765;turbo=0;user-id=476423605;user-type= :liodem!liodem@liodem.tmi.twitch.tv PRIVMSG #2xrakai :BRO","message_id":"5a384f3f-e2ab-441e-b84d-b677864850d0","user_id":"476423605","username":"liodem","text":"BRO","badges":{"share-the-love":"1"},"emotes":{},"tmi_sent_ts":1784431611765,"stream_offset_ms":33170765}
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diff --git a/data/a3203773__20260719T032656854955.jsonl b/data/a3203773__20260719T032656854955.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b63eb85f662be67ba3345832ab36306b53e6b892
--- /dev/null
+++ b/data/a3203773__20260719T032656854955.jsonl
@@ -0,0 +1,12 @@
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diff --git a/data/aftergameok__20260719T032656859143.jsonl b/data/aftergameok__20260719T032656859143.jsonl
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diff --git a/data/aishahsofey__20260719T032656855635.jsonl b/data/aishahsofey__20260719T032656855635.jsonl
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diff --git a/data/akarindao__20260719T032656855225.jsonl b/data/akarindao__20260719T032656855225.jsonl
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+{"channel":"akarindao","raw_message":"@badge-info=subscriber/8;badges=subscriber/6;client-nonce=62673260-3019-4B32-B12E-32F065740439;color=;display-name=こぱりむ;emotes=;first-msg=0;flags=;id=4c945760-0dd9-43d6-8436-711a93dc2942;mod=0;returning-chatter=0;room-id=584184005;subscriber=1;tmi-sent-ts=1784431607760;turbo=0;user-id=1307207694;user-type= :kobamatchi!kobamatchi@kobamatchi.tmi.twitch.tv PRIVMSG #akarindao :お疲れ様ーー","message_id":"4c945760-0dd9-43d6-8436-711a93dc2942","user_id":"1307207694","username":"kobamatchi","text":"お疲れ様ーー","badges":{"subscriber":"6"},"emotes":{},"tmi_sent_ts":1784431607760,"stream_offset_ms":7487760}
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+{"channel":"akarindao","raw_message":"@badge-info=;badges=bits/100;client-nonce=c923cff98a5e4af6883b0fdf0b6b1381;color=#CAFAE8;display-name=3ねこパン;emotes=;first-msg=0;flags=;id=52cd2232-1f72-48d5-9101-603e788d36bd;mod=0;returning-chatter=0;room-id=584184005;subscriber=0;tmi-sent-ts=1784431609676;turbo=0;user-id=828038431;user-type= :aikata_0314!aikata_0314@aikata_0314.tmi.twitch.tv PRIVMSG #akarindao :お疲れ様","message_id":"52cd2232-1f72-48d5-9101-603e788d36bd","user_id":"828038431","username":"aikata_0314","text":"お疲れ様","badges":{"bits":"100"},"emotes":{},"tmi_sent_ts":1784431609676,"stream_offset_ms":7489676}
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diff --git a/data/alineetv__20260719T032656858083.jsonl b/data/alineetv__20260719T032656858083.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ba5f58acd28fa39e957f52ae8b74e161f579c759
--- /dev/null
+++ b/data/alineetv__20260719T032656858083.jsonl
@@ -0,0 +1,4 @@
+{"channel":"alineetv","raw_message":"@badge-info=subscriber/1;badges=moderator/1,subscriber/0,qsmp2/1;client-nonce=d6f409ee469143fb87ce963f7c5bf8ac;color=#FF7F50;display-name=quasobb;emotes=;first-msg=0;flags=;id=bb7cea67-81a9-46fd-97bc-8bc7e4aeeb92;mod=1;returning-chatter=0;room-id=96909398;subscriber=1;tmi-sent-ts=1784431607659;turbo=0;user-id=1407570833;user-type=mod :quasobb!quasobb@quasobb.tmi.twitch.tv PRIVMSG #alineetv :YA LLEGO SHOUTOO YA GANAMOS","message_id":"bb7cea67-81a9-46fd-97bc-8bc7e4aeeb92","user_id":"1407570833","username":"quasobb","text":"YA LLEGO SHOUTOO YA GANAMOS","badges":{"moderator":"1","subscriber":"0","qsmp2":"1"},"emotes":{},"tmi_sent_ts":1784431607659,"stream_offset_ms":20540659}
+{"channel":"alineetv","raw_message":"@badge-info=;badges=bits/1;client-nonce=78114fa3f73b437581c13176658caf20;color=#DAA520;display-name=shoutoo_21;emotes=;first-msg=0;flags=;id=3ba5b1ae-bd4d-4633-a20c-b4a2eb83c488;mod=0;returning-chatter=0;room-id=96909398;subscriber=0;tmi-sent-ts=1784431613735;turbo=0;user-id=165616122;user-type= :shoutoo_21!shoutoo_21@shoutoo_21.tmi.twitch.tv PRIVMSG #alineetv :NO FUI YO","message_id":"3ba5b1ae-bd4d-4633-a20c-b4a2eb83c488","user_id":"165616122","username":"shoutoo_21","text":"NO FUI YO","badges":{"bits":"1"},"emotes":{},"tmi_sent_ts":1784431613735,"stream_offset_ms":20546735}
+{"channel":"alineetv","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,jubilee/1;client-nonce=51c7118d-c029-4327-918f-0baa9c18a124;color=#FF69B4;display-name=yesricargogo;emote-only=1;emotes=emotesv2_b759fb85e3fe45e8be025059d0f476ff:0-17;first-msg=0;flags=;id=511af330-55c8-43b5-8e67-c8e18060eee3;mod=0;returning-chatter=0;room-id=96909398;subscriber=1;tmi-sent-ts=1784431614762;turbo=0;user-id=232161076;user-type= :yesricargogo!yesricargogo@yesricargogo.tmi.twitch.tv PRIVMSG #alineetv :crysta64Gongchanin","message_id":"511af330-55c8-43b5-8e67-c8e18060eee3","user_id":"232161076","username":"yesricargogo","text":"crysta64Gongchanin","badges":{"subscriber":"0","jubilee":"1"},"emotes":{"emotesv2_b759fb85e3fe45e8be025059d0f476ff":["0-17"]},"tmi_sent_ts":1784431614762,"stream_offset_ms":20547762}
+{"channel":"alineetv","raw_message":"@badge-info=;badges=;client-nonce=9afb79ee-656f-4805-9c24-50322755ca5a;color=#9ACD32;display-name=crisssclaw;emotes=;first-msg=0;flags=;id=865d021a-5a8a-4d2c-a95c-69484210c399;mod=0;returning-chatter=0;room-id=96909398;subscriber=0;tmi-sent-ts=1784431615937;turbo=0;user-id=975458480;user-type= :crisssclaw!crisssclaw@crisssclaw.tmi.twitch.tv PRIVMSG #alineetv :JAJAJAJJAJAJA","message_id":"865d021a-5a8a-4d2c-a95c-69484210c399","user_id":"975458480","username":"crisssclaw","text":"JAJAJAJJAJAJA","badges":{},"emotes":{},"tmi_sent_ts":1784431615937,"stream_offset_ms":20548937}
diff --git a/data/axxin_live__20260719T032656860232.jsonl b/data/axxin_live__20260719T032656860232.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1730faeb15d95ca924df94fb308613fe86246240
--- /dev/null
+++ b/data/axxin_live__20260719T032656860232.jsonl
@@ -0,0 +1 @@
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diff --git a/data/bendadonnn__20260719T032656854741.jsonl b/data/bendadonnn__20260719T032656854741.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f383294e3817a302ec965cbabda9440af2a8438a
--- /dev/null
+++ b/data/bendadonnn__20260719T032656854741.jsonl
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+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=F748EE6C-F127-4E00-B149-FF26B19B5893;color=;display-name=amourrrnyaa;emotes=;first-msg=0;flags=61-62:P.3,86-87:P.3;id=e919b974-506f-4f98-b052-8c76b4ecf170;mod=0;reply-parent-display-name=midn1ghtm00n1111;reply-parent-msg-body=@amourrrnyaa\\sNot\\scool\\swe\\sdon't\\sneed\\speople\\supset\\swith\\sCNC\\sfor\\sspamming;reply-parent-msg-id=f83e9c37-183c-4ba1-b725-2012ca93a2a3;reply-parent-user-id=1419073139;reply-parent-user-login=midn1ghtm00n1111;reply-thread-parent-display-name=amourrrnyaa;reply-thread-parent-msg-id=0f91a1e4-78db-49d2-923a-8fdd9b8f33dd;reply-thread-parent-user-id=1174258245;reply-thread-parent-user-login=amourrrnyaa;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431609311;turbo=0;user-id=1174258245;user-type= :amourrrnyaa!amourrrnyaa@amourrrnyaa.tmi.twitch.tv PRIVMSG #bendadonnn :@midn1ghtm00n1111 I didn’t spam bro stop talking to me why tf you talking to me who tf are you gang","message_id":"e919b974-506f-4f98-b052-8c76b4ecf170","user_id":"1174258245","username":"amourrrnyaa","text":"@midn1ghtm00n1111 I didn’t spam bro stop talking to me why tf you talking to me who tf are you gang","badges":{},"emotes":{},"tmi_sent_ts":1784431609311,"stream_offset_ms":31150311}
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+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=4FBB8AC0-EE90-4015-BED0-913E1170333B;color=;display-name=neyshsworth;emotes=;first-msg=0;flags=;id=cbaf25a6-f401-4474-a220-7b1b59f88b86;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431610727;turbo=0;user-id=1316525381;user-type= :neyshsworth!neyshsworth@neyshsworth.tmi.twitch.tv PRIVMSG #bendadonnn :🥳🥳🥳🥳🥳🥳","message_id":"cbaf25a6-f401-4474-a220-7b1b59f88b86","user_id":"1316525381","username":"neyshsworth","text":"🥳🥳🥳🥳🥳🥳","badges":{},"emotes":{},"tmi_sent_ts":1784431610727,"stream_offset_ms":31151727}
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+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=5CCAEF3B-0724-48F7-9ADD-FC105F946475;color=#FF0000;display-name=HustleWithBJ;emotes=;first-msg=1;flags=;id=39278160-4e60-43bb-9f94-e1b7b505dbf4;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431611521;turbo=0;user-id=778842041;user-type= :hustlewithbj!hustlewithbj@hustlewithbj.tmi.twitch.tv PRIVMSG #bendadonnn :get rakai","message_id":"39278160-4e60-43bb-9f94-e1b7b505dbf4","user_id":"778842041","username":"hustlewithbj","text":"get rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431611521,"stream_offset_ms":31152521}
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+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;color=;display-name=drayababi;emotes=;first-msg=1;flags=;id=d9544c63-57c7-49a7-ad3f-b27fe5fc689d;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431613745;turbo=0;user-id=1337201018;user-type= :drayababi!drayababi@drayababi.tmi.twitch.tv PRIVMSG #bendadonnn :yall on the best bus","message_id":"d9544c63-57c7-49a7-ad3f-b27fe5fc689d","user_id":"1337201018","username":"drayababi","text":"yall on the best bus","badges":{},"emotes":{},"tmi_sent_ts":1784431613745,"stream_offset_ms":31154745}
+{"channel":"bendadonnn","raw_message":"@badge-info=subscriber/2;badges=subscriber/0,went-outside/1;client-nonce=B0C2C599-84E7-4C51-A1E9-E00D243714EE;color=#8A2BE2;display-name=worlboss_86;emote-only=1;emotes=emotesv2_cce082dd6d7a40dd88e8a5a707b1f7ba:0-12,14-26,28-40,42-54,56-68;first-msg=0;flags=;id=40de6ea1-2cdd-45ce-987b-b89b2ca004d4;mod=0;returning-chatter=0;room-id=671778447;subscriber=1;tmi-sent-ts=1784431614642;turbo=0;user-id=989884531;user-type= :worlboss_86!worlboss_86@worlboss_86.tmi.twitch.tv PRIVMSG #bendadonnn :bendad1Grills bendad1Grills bendad1Grills bendad1Grills bendad1Grills","message_id":"40de6ea1-2cdd-45ce-987b-b89b2ca004d4","user_id":"989884531","username":"worlboss_86","text":"bendad1Grills bendad1Grills bendad1Grills bendad1Grills bendad1Grills","badges":{"subscriber":"0","went-outside":"1"},"emotes":{"emotesv2_cce082dd6d7a40dd88e8a5a707b1f7ba":["0-12","14-26","28-40","42-54","56-68"]},"tmi_sent_ts":1784431614642,"stream_offset_ms":31155642}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=no_video/1;client-nonce=7ADCA969-ABE5-49DA-BCED-C9B4AA89D7C3;color=#008000;display-name=kammboolin;emotes=;first-msg=0;flags=;id=dc22744a-040e-40c9-9ba9-f690b641fa7b;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431614909;turbo=0;user-id=1074925495;user-type= :kammboolin!kammboolin@kammboolin.tmi.twitch.tv PRIVMSG #bendadonnn :struckta","message_id":"dc22744a-040e-40c9-9ba9-f690b641fa7b","user_id":"1074925495","username":"kammboolin","text":"struckta","badges":{"no_video":"1"},"emotes":{},"tmi_sent_ts":1784431614909,"stream_offset_ms":31155909}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;color=#008000;display-name=jayyyy_947;emotes=;first-msg=0;flags=;id=ba0b95fc-700c-49b0-8aab-93b283108316;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431615795;turbo=0;user-id=1141828933;user-type= :jayyyy_947!jayyyy_947@jayyyy_947.tmi.twitch.tv PRIVMSG #bendadonnn :Ddg messed it up lol","message_id":"ba0b95fc-700c-49b0-8aab-93b283108316","user_id":"1141828933","username":"jayyyy_947","text":"Ddg messed it up lol","badges":{},"emotes":{},"tmi_sent_ts":1784431615795,"stream_offset_ms":31156795}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=D119A3CE-2556-4558-820A-7C5652C9EDBA;color=;display-name=differentsteps;emotes=;first-msg=0;flags=;id=17484d65-ce68-41fd-9c03-43991cafc43d;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431616557;turbo=0;user-id=955846021;user-type= :differentsteps!differentsteps@differentsteps.tmi.twitch.tv PRIVMSG #bendadonnn :tota onna bus","message_id":"17484d65-ce68-41fd-9c03-43991cafc43d","user_id":"955846021","username":"differentsteps","text":"tota onna bus","badges":{},"emotes":{},"tmi_sent_ts":1784431616557,"stream_offset_ms":31157557}
+{"channel":"bendadonnn","raw_message":"@badge-info=subscriber/10;badges=subscriber/0,twitch-recap-2025/1;client-nonce=AABCE1A8-193C-4D2A-A8EC-400D678ED7F5;color=#FF0000;display-name=deonXXIjames;emotes=;first-msg=0;flags=;id=9cbacf72-e90e-450f-b819-bde8a7557f36;mod=0;returning-chatter=0;room-id=671778447;subscriber=1;tmi-sent-ts=1784431616702;turbo=0;user-id=227235507;user-type= :deonxxijames!deonxxijames@deonxxijames.tmi.twitch.tv PRIVMSG #bendadonnn :Ben went bossmane  lol","message_id":"9cbacf72-e90e-450f-b819-bde8a7557f36","user_id":"227235507","username":"deonxxijames","text":"Ben went bossmane  lol","badges":{"subscriber":"0","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431616702,"stream_offset_ms":31157702}
diff --git a/data/blue_squadron__20260719T032656860011.jsonl b/data/blue_squadron__20260719T032656860011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..71b48013969e4e9104cb9d1f8435b9370eff4ee4
--- /dev/null
+++ b/data/blue_squadron__20260719T032656860011.jsonl
@@ -0,0 +1 @@
+{"channel":"blue_squadron","raw_message":"@badge-info=;badges=;client-nonce=775f511087af4c0c9385f0d88c706741;color=#FF7F50;display-name=hvcaspect;emotes=;first-msg=0;flags=;id=00c9cd91-2b2d-4bc9-8c27-31711def94fe;mod=0;reply-parent-display-name=Baemo_;reply-parent-msg-body=PEOPLE\\sLEFT\\sINVITE\\sME\\sBACK\\s:(;reply-parent-msg-id=7d014d54-f670-479b-b92f-8823bce2a27d;reply-parent-user-id=98979287;reply-parent-user-login=baemo_;reply-thread-parent-display-name=Baemo_;reply-thread-parent-msg-id=7d014d54-f670-479b-b92f-8823bce2a27d;reply-thread-parent-user-id=98979287;reply-thread-parent-user-login=baemo_;returning-chatter=0;room-id=147299717;subscriber=0;tmi-sent-ts=1784431612768;turbo=0;user-id=200124814;user-type= :hvcaspect!hvcaspect@hvcaspect.tmi.twitch.tv PRIVMSG #blue_squadron :@Baemo_ no be lonely","message_id":"00c9cd91-2b2d-4bc9-8c27-31711def94fe","user_id":"200124814","username":"hvcaspect","text":"@Baemo_ no be lonely","badges":{},"emotes":{},"tmi_sent_ts":1784431612768,"stream_offset_ms":9524768}
diff --git a/data/caaua__20260719T032656855972.jsonl b/data/caaua__20260719T032656855972.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a832a3dfdc59ea0f801af74f97ce0a3d8a11d320
--- /dev/null
+++ b/data/caaua__20260719T032656855972.jsonl
@@ -0,0 +1,14 @@
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=c1d09fc35d934a878e0f6e45a62235f6;color=;display-name=buzin19;emotes=;first-msg=0;flags=;id=f7c01753-8f63-4a8d-b2ae-bae2ec8b15b2;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431605965;turbo=0;user-id=1274271876;user-type= :buzin19!buzin19@buzin19.tmi.twitch.tv PRIVMSG #caaua :A alessandra","message_id":"f7c01753-8f63-4a8d-b2ae-bae2ec8b15b2","user_id":"1274271876","username":"buzin19","text":"A alessandra","badges":{},"emotes":{},"tmi_sent_ts":1784431605965,"stream_offset_ms":10967965}
+{"channel":"caaua","raw_message":"@badge-info=;badges=no_video/1;client-nonce=15B2E8BF-A05F-4E82-B27B-5DEC6C5477E3;color=#0000FF;display-name=lvccazsemq;emotes=;first-msg=0;flags=;id=5cec11be-660f-414f-8422-9f786d070a70;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431606440;turbo=0;user-id=478940103;user-type= :lvccazsemq!lvccazsemq@lvccazsemq.tmi.twitch.tv PRIVMSG #caaua :vai no bigbass bonanza caua","message_id":"5cec11be-660f-414f-8422-9f786d070a70","user_id":"478940103","username":"lvccazsemq","text":"vai no bigbass bonanza caua","badges":{"no_video":"1"},"emotes":{},"tmi_sent_ts":1784431606440,"stream_offset_ms":10968440}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=15f54b3e-b513-4f33-8aee-b6f20a10203e;color=;display-name=Ncgoti22_;emotes=;first-msg=0;flags=;id=15004b30-92e5-40c5-95f2-544ae7eef96c;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431606983;turbo=0;user-id=1214147565;user-type= :ncgoti22_!ncgoti22_@ncgoti22_.tmi.twitch.tv PRIVMSG #caaua :Caua primeiro stremer a ser preso pela nova lei","message_id":"15004b30-92e5-40c5-95f2-544ae7eef96c","user_id":"1214147565","username":"ncgoti22_","text":"Caua primeiro stremer a ser preso pela nova lei","badges":{},"emotes":{},"tmi_sent_ts":1784431606983,"stream_offset_ms":10968983}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=D3EC1D30-B1A7-4382-B314-794D50C9528B;color=;display-name=pedrin7rlk1;emotes=;first-msg=0;flags=;id=6949806a-9adc-47d0-bad9-fc6f2b6ae682;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431607411;turbo=0;user-id=1338022274;user-type= :pedrin7rlk1!pedrin7rlk1@pedrin7rlk1.tmi.twitch.tv PRIVMSG #caaua :slv caua se viu as leis que criaram ? nao pode mais comemorar de pegar o bonus em live","message_id":"6949806a-9adc-47d0-bad9-fc6f2b6ae682","user_id":"1338022274","username":"pedrin7rlk1","text":"slv caua se viu as leis que criaram ? nao pode mais comemorar de pegar o bonus em live","badges":{},"emotes":{},"tmi_sent_ts":1784431607411,"stream_offset_ms":10969411}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=63E39317-6603-4B12-8B6D-32ECAB2BE147;color=;display-name=lelaagotii;emotes=;first-msg=0;flags=;id=41278033-aab1-412f-8078-2746548cfb3a;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431608922;turbo=0;user-id=1505007334;user-type= :lelaagotii!lelaagotii@lelaagotii.tmi.twitch.tv PRIVMSG #caaua :kkkkkkkkkkkkkkkk","message_id":"41278033-aab1-412f-8078-2746548cfb3a","user_id":"1505007334","username":"lelaagotii","text":"kkkkkkkkkkkkkkkk","badges":{},"emotes":{},"tmi_sent_ts":1784431608922,"stream_offset_ms":10970922}
+{"channel":"caaua","raw_message":"@badge-info=;badges=bubsy-4d/1;client-nonce=3feae72c-ed11-48f1-b228-37d308e9da35;color=#FF0000;display-name=rato_cabeluxo78;emotes=;first-msg=0;flags=;id=a5afee03-db92-405e-93f4-96e1bb538a2a;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431609413;turbo=0;user-id=1321897486;user-type= :rato_cabeluxo78!rato_cabeluxo78@rato_cabeluxo78.tmi.twitch.tv PRIVMSG #caaua :Tua mãe n corta unha","message_id":"a5afee03-db92-405e-93f4-96e1bb538a2a","user_id":"1321897486","username":"rato_cabeluxo78","text":"Tua mãe n corta unha","badges":{"bubsy-4d":"1"},"emotes":{},"tmi_sent_ts":1784431609413,"stream_offset_ms":10971413}
+{"channel":"caaua","raw_message":"@badge-info=subscriber/7;badges=moderator/1,subscriber/6,blossom-badge/4;client-nonce=9ecce999b0a64046be0f00274b4e7f79;color=#7CBEFF;display-name=babiipecinhaa;emotes=;first-msg=0;flags=;id=10f88ffc-3093-4691-88b5-efb4ba63250a;mod=1;reply-parent-display-name=fali_com_17milha;reply-parent-msg-body=@babiipecinhaa\\ste\\spago\\so\\sdobro\\stodo\\smes\\spara\\svoce\\stentar\\sprocurar\\smeu\\sbilal\\scom\\suma\\slupa;reply-parent-msg-id=f4cd4f5c-a632-4a7a-b2e5-b57ccd5bc09c;reply-parent-user-id=1254974567;reply-parent-user-login=fali_com_17milha;reply-thread-parent-display-name=babiipecinhaa;reply-thread-parent-msg-id=d497ab3d-1091-47f2-8985-a8ad5d11bb22;reply-thread-parent-user-id=1092755676;reply-thread-parent-user-login=babiipecinhaa;returning-chatter=0;room-id=415637896;subscriber=1;tmi-sent-ts=1784431610584;turbo=0;user-id=1092755676;user-type=mod :babiipecinhaa!babiipecinhaa@babiipecinhaa.tmi.twitch.tv PRIVMSG #caaua :@fali_com_17milha sai fora","message_id":"10f88ffc-3093-4691-88b5-efb4ba63250a","user_id":"1092755676","username":"babiipecinhaa","text":"@fali_com_17milha sai fora","badges":{"moderator":"1","subscriber":"6","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431610584,"stream_offset_ms":10972584}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=2010E306-E593-47F3-B1FF-71B633A960AF;color=;display-name=thurzl_;emotes=;first-msg=0;flags=;id=bd3a6d7a-7003-4c07-be33-56233edf3567;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431611236;turbo=0;user-id=1387359811;user-type= :thurzl_!thurzl_@thurzl_.tmi.twitch.tv PRIVMSG #caaua :Fabi manicure","message_id":"bd3a6d7a-7003-4c07-be33-56233edf3567","user_id":"1387359811","username":"thurzl_","text":"Fabi manicure","badges":{},"emotes":{},"tmi_sent_ts":1784431611236,"stream_offset_ms":10973236}
+{"channel":"caaua","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=1307039C-4295-41A5-A07F-8B4B365E5088;color=#FF0000;display-name=pedrotuller_;emotes=;first-msg=0;flags=;id=41f6b2e0-a43f-4aba-9cde-16f3fcfe48d2;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431611541;turbo=0;user-id=623738457;user-type= :pedrotuller_!pedrotuller_@pedrotuller_.tmi.twitch.tv PRIVMSG #caaua :bônus de meia hora","message_id":"41f6b2e0-a43f-4aba-9cde-16f3fcfe48d2","user_id":"623738457","username":"pedrotuller_","text":"bônus de meia hora","badges":{"twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431611541,"stream_offset_ms":10973541}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=3305143ea69b478694c735beaa09ad74;color=#00FF7F;display-name=frangocommelancia;emotes=;first-msg=0;flags=;id=09df2ea3-bcdd-484c-aa34-418a37a79076;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431611628;turbo=0;user-id=1119346306;user-type= :frangocommelancia!frangocommelancia@frangocommelancia.tmi.twitch.tv PRIVMSG #caaua :tem como remover os bots da live ta me incomodado","message_id":"09df2ea3-bcdd-484c-aa34-418a37a79076","user_id":"1119346306","username":"frangocommelancia","text":"tem como remover os bots da live ta me incomodado","badges":{},"emotes":{},"tmi_sent_ts":1784431611628,"stream_offset_ms":10973628}
+{"channel":"caaua","raw_message":"@badge-info=subscriber/2;badges=subscriber/2;client-nonce=e1ed899e-6c8b-4e2b-bd08-1ca851fbdcb0;color=#FF0000;display-name=lyaseti;emotes=;first-msg=0;flags=;id=56a61e11-595c-4a32-8169-eb117282c029;mod=0;returning-chatter=0;room-id=415637896;subscriber=1;tmi-sent-ts=1784431612898;turbo=0;user-id=565744660;user-type= :lyaseti!lyaseti@lyaseti.tmi.twitch.tv PRIVMSG #caaua :eu faço, 50k","message_id":"56a61e11-595c-4a32-8169-eb117282c029","user_id":"565744660","username":"lyaseti","text":"eu faço, 50k","badges":{"subscriber":"2"},"emotes":{},"tmi_sent_ts":1784431612898,"stream_offset_ms":10974898}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=5ca335ca6ba040fd9b7d65a21f791709;color=;display-name=juaann013;emotes=;first-msg=0;flags=;id=1f26cc62-713a-4957-8e84-3c35ddb7d3de;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431613492;turbo=0;user-id=552901552;user-type= :juaann013!juaann013@juaann013.tmi.twitch.tv PRIVMSG #caaua :CLAUDETE","message_id":"1f26cc62-713a-4957-8e84-3c35ddb7d3de","user_id":"552901552","username":"juaann013","text":"CLAUDETE","badges":{},"emotes":{},"tmi_sent_ts":1784431613492,"stream_offset_ms":10975492}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=be8ed59d50474fe5ada5cae1a3287c5e;color=#5F9EA0;display-name=moraeszzk_;emotes=;first-msg=0;flags=;id=29e0db56-d90a-4521-9852-702198e3ed61;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431614864;turbo=0;user-id=1069698002;user-type= :moraeszzk_!moraeszzk_@moraeszzk_.tmi.twitch.tv PRIVMSG #caaua :DOUTORA RAJINILDA","message_id":"29e0db56-d90a-4521-9852-702198e3ed61","user_id":"1069698002","username":"moraeszzk_","text":"DOUTORA RAJINILDA","badges":{},"emotes":{},"tmi_sent_ts":1784431614864,"stream_offset_ms":10976864}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=dc44ef8b-b918-4c4b-935c-fb4e41d0f88b;color=;display-name=luancliper;emotes=;first-msg=0;flags=;id=a9182518-637e-4b91-b308-a0c8627ca90c;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431616542;turbo=0;user-id=1467433286;user-type= :luancliper!luancliper@luancliper.tmi.twitch.tv PRIVMSG #caaua :Tem a alessandra","message_id":"a9182518-637e-4b91-b308-a0c8627ca90c","user_id":"1467433286","username":"luancliper","text":"Tem a alessandra","badges":{},"emotes":{},"tmi_sent_ts":1784431616542,"stream_offset_ms":10978542}
diff --git a/data/callmecarsonlive__20260719T032656858956.jsonl b/data/callmecarsonlive__20260719T032656858956.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9723a70fd7a3e4979395cc702639d3e88df614dc
--- /dev/null
+++ b/data/callmecarsonlive__20260719T032656858956.jsonl
@@ -0,0 +1,5 @@
+{"channel":"callmecarsonlive","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,premium/1;client-nonce=7B4F958F-1222-465B-AB20-9D555FE02A04;color=;display-name=erm_esnupi;emotes=;first-msg=0;flags=;id=ea224652-77a2-469a-8c58-d8d850c8f616;mod=0;returning-chatter=0;room-id=76055616;subscriber=1;tmi-sent-ts=1784431609347;turbo=0;user-id=1444948893;user-type= :erm_esnupi!erm_esnupi@erm_esnupi.tmi.twitch.tv PRIVMSG #callmecarsonlive :does this game have fast travel","message_id":"ea224652-77a2-469a-8c58-d8d850c8f616","user_id":"1444948893","username":"erm_esnupi","text":"does this game have fast travel","badges":{"subscriber":"0","premium":"1"},"emotes":{},"tmi_sent_ts":1784431609347,"stream_offset_ms":13273347}
+{"channel":"callmecarsonlive","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,twitch-recap-2025/1;client-nonce=359e8237263b4c4d91b04fa25b712524;color=#0000FF;display-name=dartqrman;emotes=;first-msg=0;flags=;id=63bee927-62d0-4a9a-ac59-ca63a5738f7f;mod=0;returning-chatter=0;room-id=76055616;subscriber=1;tmi-sent-ts=1784431611351;turbo=0;user-id=106998560;user-type= :dartqrman!dartqrman@dartqrman.tmi.twitch.tv PRIVMSG #callmecarsonlive :poffice bit was GREAT bro","message_id":"63bee927-62d0-4a9a-ac59-ca63a5738f7f","user_id":"106998560","username":"dartqrman","text":"poffice bit was GREAT bro","badges":{"subscriber":"6","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431611351,"stream_offset_ms":13275351}
+{"channel":"callmecarsonlive","raw_message":"@badge-info=subscriber/7;badges=subscriber/6,bits/100;client-nonce=4C057A45-F6D2-4936-8546-0FCBADD60586;color=#FF69B4;display-name=smurfjaundice;emotes=;first-msg=0;flags=;id=4eeb2314-f41d-4705-86c2-06d88e987cda;mod=0;returning-chatter=0;room-id=76055616;subscriber=1;tmi-sent-ts=1784431615024;turbo=0;user-id=549621476;user-type= :smurfjaundice!smurfjaundice@smurfjaundice.tmi.twitch.tv PRIVMSG #callmecarsonlive :when i go to send in my ballot but they’re closed for lunch","message_id":"4eeb2314-f41d-4705-86c2-06d88e987cda","user_id":"549621476","username":"smurfjaundice","text":"when i go to send in my ballot but they’re closed for lunch","badges":{"subscriber":"6","bits":"100"},"emotes":{},"tmi_sent_ts":1784431615024,"stream_offset_ms":13279024}
+{"channel":"callmecarsonlive","raw_message":"@badge-info=;badges=bits/100;client-nonce=ed6f3d7182c84f83ad9dd2773b46e6b6;color=#0000FF;display-name=phi03d5;emotes=;first-msg=0;flags=;id=3ed01325-f23e-4452-8d63-8460287510a7;mod=0;returning-chatter=0;room-id=76055616;subscriber=0;tmi-sent-ts=1784431615280;turbo=0;user-id=726834473;user-type= :phi03d5!phi03d5@phi03d5.tmi.twitch.tv PRIVMSG #callmecarsonlive :I remember the poffice","message_id":"3ed01325-f23e-4452-8d63-8460287510a7","user_id":"726834473","username":"phi03d5","text":"I remember the poffice","badges":{"bits":"100"},"emotes":{},"tmi_sent_ts":1784431615280,"stream_offset_ms":13279280}
+{"channel":"callmecarsonlive","raw_message":"@badge-info=subscriber/5;badges=subscriber/3;client-nonce=cb34263af1c54e8eaaf85239b6363c74;color=;display-name=drag0nkirb;emotes=;first-msg=0;flags=;id=d56b0e2a-c16c-45c2-b6b2-ae979469b36e;mod=0;returning-chatter=0;room-id=76055616;subscriber=1;tmi-sent-ts=1784431616736;turbo=0;user-id=816873774;user-type= :drag0nkirb!drag0nkirb@drag0nkirb.tmi.twitch.tv PRIVMSG #callmecarsonlive :imma be honest nobody should be saying yes nobody knows","message_id":"d56b0e2a-c16c-45c2-b6b2-ae979469b36e","user_id":"816873774","username":"drag0nkirb","text":"imma be honest nobody should be saying yes nobody knows","badges":{"subscriber":"3"},"emotes":{},"tmi_sent_ts":1784431616736,"stream_offset_ms":13280736}
diff --git a/data/cinemarxism__20260719T032656859470.jsonl b/data/cinemarxism__20260719T032656859470.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aa45a967389162c6117cc61fd9eca6fbff596fa7
--- /dev/null
+++ b/data/cinemarxism__20260719T032656859470.jsonl
@@ -0,0 +1,7 @@
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/7;badges=subscriber/6,sub-gifter/10;client-nonce=fddd5ef114114f78b1734fbd1126d631;color=#FF0000;display-name=ProletariatRed;emotes=;first-msg=0;flags=;id=a5d7a81a-cd10-40c2-bf05-51d23aac3658;mod=0;reply-parent-display-name=commieLasagna_;reply-parent-msg-body=Was\\she\\sin\\sairplane?;reply-parent-msg-id=6e4307f8-a278-48be-90e9-54b571673ee7;reply-parent-user-id=960686285;reply-parent-user-login=commielasagna_;reply-thread-parent-display-name=commieLasagna_;reply-thread-parent-msg-id=6e4307f8-a278-48be-90e9-54b571673ee7;reply-thread-parent-user-id=960686285;reply-thread-parent-user-login=commielasagna_;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431610541;turbo=0;user-id=1164998861;user-type= :proletariatred!proletariatred@proletariatred.tmi.twitch.tv PRIVMSG #cinemarxism :@commieLasagna_ ye","message_id":"a5d7a81a-cd10-40c2-bf05-51d23aac3658","user_id":"1164998861","username":"proletariatred","text":"@commieLasagna_ ye","badges":{"subscriber":"6","sub-gifter":"10"},"emotes":{},"tmi_sent_ts":1784431610541,"stream_offset_ms":11228541}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=9ed62418938745ea88b0ebdad99e378f;color=;display-name=SoleSurvivorZ3ke;emotes=;first-msg=0;flags=0-12:P.6;id=fc00f37a-7796-4b7c-979f-e24470f18148;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431610774;turbo=0;user-id=119165938;user-type= :solesurvivorz3ke!solesurvivorz3ke@solesurvivorz3ke.tmi.twitch.tv PRIVMSG #cinemarxism :what the fuck","message_id":"fc00f37a-7796-4b7c-979f-e24470f18148","user_id":"119165938","username":"solesurvivorz3ke","text":"what the fuck","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431610774,"stream_offset_ms":11228774}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,unicorn-tachanka/1;client-nonce=a408236a-6d4f-4078-82af-1bbdc72de4f8;color=#00FF7F;display-name=zigcarniv0rous;emotes=;first-msg=0;flags=;id=717473e4-1c9a-4a41-aa1a-81bd32c5fa9b;mod=0;reply-parent-display-name=couldntverifymyemail;reply-parent-msg-body=1980\\sbtw;reply-parent-msg-id=4bd00b82-0aad-47df-8222-5f7dc92e8033;reply-parent-user-id=715322282;reply-parent-user-login=couldntverifymyemail;reply-thread-parent-display-name=couldntverifymyemail;reply-thread-parent-msg-id=4bd00b82-0aad-47df-8222-5f7dc92e8033;reply-thread-parent-user-id=715322282;reply-thread-parent-user-login=couldntverifymyemail;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431611153;turbo=0;user-id=937943143;user-type= :zigcarniv0rous!zigcarniv0rous@zigcarniv0rous.tmi.twitch.tv PRIVMSG #cinemarxism :@couldntverifymyemail I thought it was 1990","message_id":"717473e4-1c9a-4a41-aa1a-81bd32c5fa9b","user_id":"937943143","username":"zigcarniv0rous","text":"@couldntverifymyemail I thought it was 1990","badges":{"subscriber":"6","unicorn-tachanka":"1"},"emotes":{},"tmi_sent_ts":1784431611153,"stream_offset_ms":11229153}
+{"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=206e16c8-2e38-4a46-95e1-e9c98f699ee1;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431612316;turbo=0;user-id=540600459;user-type= :h0tsaucejr!h0tsaucejr@h0tsaucejr.tmi.twitch.tv PRIVMSG #cinemarxism :KEKW","message_id":"206e16c8-2e38-4a46-95e1-e9c98f699ee1","user_id":"540600459","username":"h0tsaucejr","text":"KEKW","badges":{"subscriber":"12","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431612316,"stream_offset_ms":11230316}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/2;badges=subscriber/2;client-nonce=1c81c0d9250542adaab6fa0b8cfd561c;color=;display-name=nuhhhhhhh;emotes=;first-msg=0;flags=;id=10bbed7c-41b8-4f5f-986c-dd8e2437f7d6;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431612793;turbo=0;user-id=163220322;user-type= :nuhhhhhhh!nuhhhhhhh@nuhhhhhhh.tmi.twitch.tv PRIVMSG #cinemarxism :WOOW","message_id":"10bbed7c-41b8-4f5f-986c-dd8e2437f7d6","user_id":"163220322","username":"nuhhhhhhh","text":"WOOW","badges":{"subscriber":"2"},"emotes":{},"tmi_sent_ts":1784431612793,"stream_offset_ms":11230793}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/12;badges=subscriber/12,sub-gifter/10;client-nonce=c63944846390421cbb5dbab66b9329a1;color=#FF4500;display-name=abstract_backpack;emotes=;first-msg=0;flags=;id=1430c99f-ace5-4244-809b-b64d2adaf634;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431613440;turbo=0;user-id=225709666;user-type= :abstract_backpack!abstract_backpack@abstract_backpack.tmi.twitch.tv PRIVMSG #cinemarxism :that pipe ICANT","message_id":"1430c99f-ace5-4244-809b-b64d2adaf634","user_id":"225709666","username":"abstract_backpack","text":"that pipe ICANT","badges":{"subscriber":"12","sub-gifter":"10"},"emotes":{},"tmi_sent_ts":1784431613440,"stream_offset_ms":11231440}
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/27;badges=subscriber/12,nasa-artemis-ii/1;client-nonce=b6f8e9db3ea44d9a8ad739ee3a3b2273;color=#0F4C81;display-name=nateking12;emotes=;first-msg=0;flags=;id=715cc0ea-0f40-4f6b-93bf-c8948dd84820;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431614782;turbo=0;user-id=50643275;user-type= :nateking12!nateking12@nateking12.tmi.twitch.tv PRIVMSG #cinemarxism :ICANT","message_id":"715cc0ea-0f40-4f6b-93bf-c8948dd84820","user_id":"50643275","username":"nateking12","text":"ICANT","badges":{"subscriber":"12","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431614782,"stream_offset_ms":11232782}
diff --git a/data/eajpark__20260719T032656859754.jsonl b/data/eajpark__20260719T032656859754.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..54b83b36bea57bdfd3d1986e11a1fc8b61f40e11
--- /dev/null
+++ b/data/eajpark__20260719T032656859754.jsonl
@@ -0,0 +1,2 @@
+{"channel":"eajpark","raw_message":"@badge-info=;badges=;client-nonce=3ee384a4-44b2-44a0-942b-a16bec2a8abd;color=#5F9EA0;display-name=caresalot222;emotes=;first-msg=0;flags=;id=f482ab5f-618f-4480-8b64-67d3d57fd11b;mod=0;returning-chatter=0;room-id=572082587;subscriber=0;tmi-sent-ts=1784431611321;turbo=0;user-id=1434495088;user-type= :caresalot222!caresalot222@caresalot222.tmi.twitch.tv PRIVMSG #eajpark :Thanks for being real my g, that's rare. I love this","message_id":"f482ab5f-618f-4480-8b64-67d3d57fd11b","user_id":"1434495088","username":"caresalot222","text":"Thanks for being real my g, that's rare. I love this","badges":{},"emotes":{},"tmi_sent_ts":1784431611321,"stream_offset_ms":7715321}
+{"channel":"eajpark","raw_message":"@badge-info=;badges=;client-nonce=062B1960-CD1C-49CF-ACEF-0228F46743D7;color=;display-name=luvfaatma;emotes=;first-msg=0;flags=;id=9c362f3a-34d8-44f8-a425-311cdbe57f95;mod=0;returning-chatter=0;room-id=572082587;subscriber=0;tmi-sent-ts=1784431614948;turbo=0;user-id=1057940399;user-type= :luvfaatma!luvfaatma@luvfaatma.tmi.twitch.tv PRIVMSG #eajpark :@kkenji_yaa 💓💓 dont blame urself","message_id":"9c362f3a-34d8-44f8-a425-311cdbe57f95","user_id":"1057940399","username":"luvfaatma","text":"@kkenji_yaa 💓💓 dont blame urself","badges":{},"emotes":{},"tmi_sent_ts":1784431614948,"stream_offset_ms":7718948}
diff --git a/data/euellenmaggnus__20260719T032656859227.jsonl b/data/euellenmaggnus__20260719T032656859227.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f957f41fd5495a6e2378901b1807f6153386a53d
--- /dev/null
+++ b/data/euellenmaggnus__20260719T032656859227.jsonl
@@ -0,0 +1 @@
+{"channel":"euellenmaggnus","raw_message":"@badge-info=predictions/ESPANHA,subscriber/10;badges=predictions/pink-2,vip/1,subscriber/9,no_video/1;client-nonce=DF20D53D-4D5E-4B92-BE49-73115DD35BA3;color=#FF0000;display-name=Xandy22k;emotes=;first-msg=0;flags=;id=cc636f98-e664-4df6-8dae-a6e6f7faee26;mod=0;reply-parent-display-name=luizgregoro;reply-parent-msg-body=@Xandy22k\\sCê\\svai\\smorrer\\santes\\sdos\\s30\\sclk;reply-parent-msg-id=9f5df331-a94f-4a16-b177-a07e07197932;reply-parent-user-id=243286538;reply-parent-user-login=luizgregoro;reply-thread-parent-display-name=luizmafia33;reply-thread-parent-msg-id=7a6d19bf-b0c8-4b37-996f-1156bb47e799;reply-thread-parent-user-id=516100038;reply-thread-parent-user-login=luizmafia33;returning-chatter=0;room-id=1095116475;subscriber=1;tmi-sent-ts=1784431609872;turbo=0;user-id=202848596;user-type=;vip=1 :xandy22k!xandy22k@xandy22k.tmi.twitch.tv PRIVMSG #euellenmaggnus :@luizgregoro vou nada, sou saudavel, so uso crack e nada mais","message_id":"cc636f98-e664-4df6-8dae-a6e6f7faee26","user_id":"202848596","username":"xandy22k","text":"@luizgregoro vou nada, sou saudavel, so uso crack e nada mais","badges":{"predictions":"pink-2","vip":"1","subscriber":"9","no_video":"1"},"emotes":{},"tmi_sent_ts":1784431609872,"stream_offset_ms":22282872}
diff --git a/data/fafa__20260719T032656856413.jsonl b/data/fafa__20260719T032656856413.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f3fd7223cf0a3fc21e215b2beb686516cdd125ec
--- /dev/null
+++ b/data/fafa__20260719T032656856413.jsonl
@@ -0,0 +1,12 @@
+{"channel":"fafa","raw_message":"@badge-info=subscriber/9;badges=subscriber/9;client-nonce=D9610D2C-C899-40F1-AAFB-135538958027;color=;display-name=Rayaninhoo_;emotes=;first-msg=0;flags=;id=75f97972-41d0-4901-a409-91b659da4d5d;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431606329;turbo=0;user-id=430401425;user-type= :rayaninhoo_!rayaninhoo_@rayaninhoo_.tmi.twitch.tv PRIVMSG #fafa :il nous a mis l’hymne du RN normal dans le live","message_id":"75f97972-41d0-4901-a409-91b659da4d5d","user_id":"430401425","username":"rayaninhoo_","text":"il nous a mis l’hymne du RN normal dans le live","badges":{"subscriber":"9"},"emotes":{},"tmi_sent_ts":1784431606329,"stream_offset_ms":3020329}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=5F9ED4DB-04CB-4893-8E31-E0F9E4F46EF0;color=#FF0000;display-name=Growkaka;emotes=;first-msg=0;flags=;id=2ad05714-8555-4660-8f8d-c5da7bbcf587;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431607607;turbo=0;user-id=535369687;user-type= :growkaka!growkaka@growkaka.tmi.twitch.tv PRIVMSG #fafa :je kiff cette musique et j’ai voté lepen","message_id":"2ad05714-8555-4660-8f8d-c5da7bbcf587","user_id":"535369687","username":"growkaka","text":"je kiff cette musique et j’ai voté lepen","badges":{},"emotes":{},"tmi_sent_ts":1784431607607,"stream_offset_ms":3021607}
+{"channel":"fafa","raw_message":"@badge-info=;badges=zevent-2024/1;client-nonce=acfa2719df9e41e0a9ad1cd1732ad656;color=#9D9D9D;display-name=SC_Kibo;emotes=;first-msg=0;flags=;id=5c026927-b861-4e38-bc58-c5d00c5ba7a2;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431608300;turbo=0;user-id=86955766;user-type= :sc_kibo!sc_kibo@sc_kibo.tmi.twitch.tv PRIVMSG #fafa :fares hallyday sayé lui","message_id":"5c026927-b861-4e38-bc58-c5d00c5ba7a2","user_id":"86955766","username":"sc_kibo","text":"fares hallyday sayé lui","badges":{"zevent-2024":"1"},"emotes":{},"tmi_sent_ts":1784431608300,"stream_offset_ms":3022300}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/7;badges=subscriber/6;client-nonce=1C6D4C9F-DB4B-416B-8EF6-15B503EE9BAA;color=#8A2BE2;display-name=itasos_;emotes=;first-msg=0;flags=;id=2c56efa7-756c-423b-8093-c3aa720c8fd3;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431608718;turbo=0;user-id=436872174;user-type= :itasos_!itasos_@itasos_.tmi.twitch.tv PRIVMSG #fafa :il pue sa grand mère le son","message_id":"2c56efa7-756c-423b-8093-c3aa720c8fd3","user_id":"436872174","username":"itasos_","text":"il pue sa grand mère le son","badges":{"subscriber":"6"},"emotes":{},"tmi_sent_ts":1784431608718,"stream_offset_ms":3022718}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=b459425e-4353-4b57-a688-44eda86f83c6;color=;display-name=riritwitch7;emotes=;first-msg=0;flags=;id=82c45594-9216-4720-8110-00bb16c34788;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431608765;turbo=0;user-id=713962455;user-type= :riritwitch7!riritwitch7@riritwitch7.tmi.twitch.tv PRIVMSG #fafa :Le RN dee","message_id":"82c45594-9216-4720-8110-00bb16c34788","user_id":"713962455","username":"riritwitch7","text":"Le RN dee","badges":{},"emotes":{},"tmi_sent_ts":1784431608765,"stream_offset_ms":3022765}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/50;badges=moderator/1,subscriber/48,bits/5000;client-nonce=143E1631-A064-4497-B706-F92AA9683A33;color=#17A0C1;display-name=galsen_lerapace;emotes=;first-msg=0;flags=;id=fef3361b-7415-4901-9a4f-c5c1433c089f;mod=1;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431610063;turbo=0;user-id=275004878;user-type=mod :galsen_lerapace!galsen_lerapace@galsen_lerapace.tmi.twitch.tv PRIVMSG #fafa :y’a R wesh","message_id":"fef3361b-7415-4901-9a4f-c5c1433c089f","user_id":"275004878","username":"galsen_lerapace","text":"y’a R wesh","badges":{"moderator":"1","subscriber":"48","bits":"5000"},"emotes":{},"tmi_sent_ts":1784431610063,"stream_offset_ms":3024063}
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+{"channel":"fafa","raw_message":"@badge-info=subscriber/50;badges=moderator/1,subscriber/48,bits/5000;client-nonce=5580349B-E6FD-4CA7-AB01-4ABD384C40A7;color=#17A0C1;display-name=galsen_lerapace;emotes=;first-msg=0;flags=;id=63eb5177-135d-4ba3-b050-0dabd928212a;mod=1;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431612019;turbo=0;user-id=275004878;user-type=mod :galsen_lerapace!galsen_lerapace@galsen_lerapace.tmi.twitch.tv PRIVMSG #fafa :continue","message_id":"63eb5177-135d-4ba3-b050-0dabd928212a","user_id":"275004878","username":"galsen_lerapace","text":"continue","badges":{"moderator":"1","subscriber":"48","bits":"5000"},"emotes":{},"tmi_sent_ts":1784431612019,"stream_offset_ms":3026019}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/34;badges=subscriber/30;client-nonce=57d0bc768ec84ab98be26819d01d352f;color=#6FFAFF;display-name=Akatsuki_1080;emotes=;first-msg=0;flags=;id=d9e391b1-8f46-4bce-8f55-d8a0837d44eb;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431613698;turbo=0;user-id=415054800;user-type= :akatsuki_1080!akatsuki_1080@akatsuki_1080.tmi.twitch.tv PRIVMSG #fafa :bien heureux de pas connaitre cette epoque","message_id":"d9e391b1-8f46-4bce-8f55-d8a0837d44eb","user_id":"415054800","username":"akatsuki_1080","text":"bien heureux de pas connaitre cette epoque","badges":{"subscriber":"30"},"emotes":{},"tmi_sent_ts":1784431613698,"stream_offset_ms":3027698}
+{"channel":"fafa","raw_message":"@badge-info=;badges=superultracombo-2023/1;client-nonce=fdc64e993aa941ea89cb104c7b4d3854;color=;display-name=KamelYagami;emotes=;first-msg=0;flags=;id=4f61df39-9f41-414c-a4f4-f9562463f36a;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431613813;turbo=0;user-id=205021379;user-type= :kamelyagami!kamelyagami@kamelyagami.tmi.twitch.tv PRIVMSG #fafa :C'est une folie de faire un son comme ça et le sortir ptddddr","message_id":"4f61df39-9f41-414c-a4f4-f9562463f36a","user_id":"205021379","username":"kamelyagami","text":"C'est une folie de faire un son comme ça et le sortir ptddddr","badges":{"superultracombo-2023":"1"},"emotes":{},"tmi_sent_ts":1784431613813,"stream_offset_ms":3027813}
+{"channel":"fafa","raw_message":"@badge-info=;badges=nasa-artemis-ii/1;client-nonce=4efa6de939094791be1fbf281f258377;color=#0000FF;display-name=1NIKZEBI;emotes=;first-msg=0;flags=;id=f71e2d59-43c5-482a-97f9-78bad7ae5279;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431615879;turbo=0;user-id=458409202;user-type= :1nikzebi!1nikzebi@1nikzebi.tmi.twitch.tv PRIVMSG #fafa :a la zehma t'es hype par le son ?","message_id":"f71e2d59-43c5-482a-97f9-78bad7ae5279","user_id":"458409202","username":"1nikzebi","text":"a la zehma t'es hype par le son ?","badges":{"nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431615879,"stream_offset_ms":3029879}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/13;badges=subscriber/12,nasa-artemis-ii/1;client-nonce=4cee2a1f5f4a48f18fb64fcef228e18a;color=#C78BFF;display-name=nmila_;emotes=;first-msg=0;flags=;id=1dc28727-2a72-43fc-bcc4-330b7e78c67c;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431616233;turbo=0;user-id=215900074;user-type= :nmila_!nmila_@nmila_.tmi.twitch.tv PRIVMSG #fafa :l'hymne pref du fn","message_id":"1dc28727-2a72-43fc-bcc4-330b7e78c67c","user_id":"215900074","username":"nmila_","text":"l'hymne pref du fn","badges":{"subscriber":"12","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431616233,"stream_offset_ms":3030233}
diff --git a/data/fanum__20260719T032656855771.jsonl b/data/fanum__20260719T032656855771.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ab8bda2d59fbddf2bd9a1650fb039529a7b02f8c
--- /dev/null
+++ b/data/fanum__20260719T032656855771.jsonl
@@ -0,0 +1,33 @@
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=5E4DD8A4-3FBB-4269-8B3A-9F08F87B33DF;color=;display-name=txlchriss;emotes=;first-msg=0;flags=;id=285d2075-9ec2-494b-bab0-6faa9d815233;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431605755;turbo=0;user-id=1520555254;user-type= :txlchriss!txlchriss@txlchriss.tmi.twitch.tv PRIVMSG #fanum :ty","message_id":"285d2075-9ec2-494b-bab0-6faa9d815233","user_id":"1520555254","username":"txlchriss","text":"ty","badges":{},"emotes":{},"tmi_sent_ts":1784431605755,"stream_offset_ms":17518755}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=1D5A637B-E2CC-49EB-BC86-7A19248D4C78;color=;display-name=dhegsvhdshehsbs;emotes=;first-msg=0;flags=;id=60e744f1-3b9f-4e93-84fb-cec4513b5121;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431606029;turbo=0;user-id=1516152433;user-type= :dhegsvhdshehsbs!dhegsvhdshehsbs@dhegsvhdshehsbs.tmi.twitch.tv PRIVMSG #fanum :🇬🇭🇬🇭🇬🇭🇬🇭🇬🇭","message_id":"60e744f1-3b9f-4e93-84fb-cec4513b5121","user_id":"1516152433","username":"dhegsvhdshehsbs","text":"🇬🇭🇬🇭🇬🇭🇬🇭🇬🇭","badges":{},"emotes":{},"tmi_sent_ts":1784431606029,"stream_offset_ms":17519029}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=ae7cd7a226154c03a5201146611c5abf;color=;display-name=blueboyolu;emotes=;first-msg=0;flags=;id=585c131f-a244-4283-84fd-770771f43d6a;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431606273;turbo=0;user-id=1208511449;user-type= :blueboyolu!blueboyolu@blueboyolu.tmi.twitch.tv PRIVMSG #fanum :where kai","message_id":"585c131f-a244-4283-84fd-770771f43d6a","user_id":"1208511449","username":"blueboyolu","text":"where kai","badges":{},"emotes":{},"tmi_sent_ts":1784431606273,"stream_offset_ms":17519273}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=E1C265F4-756B-479B-8578-4AF497573A13;color=;display-name=caleblade06;emotes=;first-msg=0;flags=13-18:P.6;id=8b4349a5-dba1-4eec-a425-294ab0d06999;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431606823;turbo=0;user-id=1391101250;user-type= :caleblade06!caleblade06@caleblade06.tmi.twitch.tv PRIVMSG #fanum :how far yall fuckin drivin gang","message_id":"8b4349a5-dba1-4eec-a425-294ab0d06999","user_id":"1391101250","username":"caleblade06","text":"how far yall fuckin drivin gang","badges":{},"emotes":{},"tmi_sent_ts":1784431606823,"stream_offset_ms":17519823}
+{"channel":"fanum","raw_message":"@badge-info=subscriber/2;badges=subscriber/0;client-nonce=8592AE94-BA38-4B73-A909-95D698935A56;color=#2E8B57;display-name=hlemus44;emotes=;first-msg=0;flags=;id=f7c763f2-75c1-4349-9cc9-7c31571ab9e4;mod=0;returning-chatter=0;room-id=139251406;subscriber=1;tmi-sent-ts=1784431606914;turbo=0;user-id=890715442;user-type= :hlemus44!hlemus44@hlemus44.tmi.twitch.tv PRIVMSG #fanum :amid","message_id":"f7c763f2-75c1-4349-9cc9-7c31571ab9e4","user_id":"890715442","username":"hlemus44","text":"amid","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431606914,"stream_offset_ms":17519914}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=BD821C71-C685-43F1-AA3E-042E2BDABB94;color=;display-name=WhoIsYanyan;emotes=;first-msg=0;flags=;id=2c93c417-432b-42ee-b5af-49b27d289aed;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431607112;turbo=0;user-id=1317063510;user-type= :whoisyanyan!whoisyanyan@whoisyanyan.tmi.twitch.tv PRIVMSG #fanum :AT THE SCHOOL","message_id":"2c93c417-432b-42ee-b5af-49b27d289aed","user_id":"1317063510","username":"whoisyanyan","text":"AT THE SCHOOL","badges":{},"emotes":{},"tmi_sent_ts":1784431607112,"stream_offset_ms":17520112}
+{"channel":"fanum","raw_message":"@badge-info=;badges=nasa-artemis-ii/1;client-nonce=429f8b28-0764-4770-9a6d-c9e94ba2149e;color=#FF4500;display-name=KINGicy_III;emotes=;first-msg=0;flags=;id=569ce472-4671-4da3-917f-6201648b6f3b;mod=0;reply-parent-display-name=limile03;reply-parent-msg-body=Where\\skai\\satt;reply-parent-msg-id=9775bc82-41ba-45e1-8d2d-3ad05393a7b0;reply-parent-user-id=1381025182;reply-parent-user-login=limile03;reply-thread-parent-display-name=limile03;reply-thread-parent-msg-id=9775bc82-41ba-45e1-8d2d-3ad05393a7b0;reply-thread-parent-user-id=1381025182;reply-thread-parent-user-login=limile03;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431607213;turbo=0;user-id=463224804;user-type= :kingicy_iii!kingicy_iii@kingicy_iii.tmi.twitch.tv PRIVMSG #fanum :@limile03 He in the back rn","message_id":"569ce472-4671-4da3-917f-6201648b6f3b","user_id":"463224804","username":"kingicy_iii","text":"@limile03 He in the back rn","badges":{"nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431607213,"stream_offset_ms":17520213}
+{"channel":"fanum","raw_message":"@badge-info=;badges=went-outside/1;client-nonce=F565A7C2-F183-4DAF-B87F-9360E9575177;color=#FF0000;display-name=luisdamfpimp;emotes=;first-msg=0;flags=;id=648afba9-91cf-4c6f-ae8e-3d7dc72e7ebb;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431607530;turbo=0;user-id=881091880;user-type= :luisdamfpimp!luisdamfpimp@luisdamfpimp.tmi.twitch.tv PRIVMSG #fanum :they goin to a club","message_id":"648afba9-91cf-4c6f-ae8e-3d7dc72e7ebb","user_id":"881091880","username":"luisdamfpimp","text":"they goin to a club","badges":{"went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431607530,"stream_offset_ms":17520530}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=D2C49E15-DF05-4C8B-B262-A17CA2C73795;color=#FF69B4;display-name=kiwiii047;emotes=;first-msg=0;flags=;id=40988cbe-7b1a-468b-bd32-a0e2440ffb63;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431607733;turbo=0;user-id=1164746601;user-type= :kiwiii047!kiwiii047@kiwiii047.tmi.twitch.tv PRIVMSG #fanum :check on Max","message_id":"40988cbe-7b1a-468b-bd32-a0e2440ffb63","user_id":"1164746601","username":"kiwiii047","text":"check on Max","badges":{},"emotes":{},"tmi_sent_ts":1784431607733,"stream_offset_ms":17520733}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=9A8602EF-5DA5-4FBA-BC1F-7FCADFCF3BC5;color=;display-name=ohhjayy5;emotes=;first-msg=0;flags=;id=732b6728-e71c-44d8-bfa7-8920c87df016;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431608066;turbo=0;user-id=1261533930;user-type= :ohhjayy5!ohhjayy5@ohhjayy5.tmi.twitch.tv PRIVMSG #fanum :PUT THE CAM ON KAI","message_id":"732b6728-e71c-44d8-bfa7-8920c87df016","user_id":"1261533930","username":"ohhjayy5","text":"PUT THE CAM ON KAI","badges":{},"emotes":{},"tmi_sent_ts":1784431608066,"stream_offset_ms":17521066}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=68e2b1159a9941a38e8828ed40336301;color=;display-name=maxim_unepico;emotes=;first-msg=0;flags=;id=a3b5ac50-c327-4a53-bbcb-b60ef7a942e4;mod=0;reply-parent-display-name=slavza;reply-parent-msg-body=I\\sgot\\sKai\\syall\\she’s\\sgood\\swe\\sotw\\sback\\srn;reply-parent-msg-id=daab1a37-3402-4e98-aa31-69eba78c9c5e;reply-parent-user-id=108353483;reply-parent-user-login=slavza;reply-thread-parent-display-name=slavza;reply-thread-parent-msg-id=daab1a37-3402-4e98-aa31-69eba78c9c5e;reply-thread-parent-user-id=108353483;reply-thread-parent-user-login=slavza;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431608373;turbo=0;user-id=1450787987;user-type= :maxim_unepico!maxim_unepico@maxim_unepico.tmi.twitch.tv PRIVMSG #fanum :@slavza ok","message_id":"a3b5ac50-c327-4a53-bbcb-b60ef7a942e4","user_id":"1450787987","username":"maxim_unepico","text":"@slavza ok","badges":{},"emotes":{},"tmi_sent_ts":1784431608373,"stream_offset_ms":17521373}
+{"channel":"fanum","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=b5ba869954204114a54cec29b07bb282;color=#FF0000;display-name=imkeishaaaa;emotes=;first-msg=0;flags=;id=706262a3-0aa1-4d99-ae1c-ba4034f0206b;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431608535;turbo=0;user-id=553663821;user-type= :imkeishaaaa!imkeishaaaa@imkeishaaaa.tmi.twitch.tv PRIVMSG #fanum :Kai is fine yall chill hes with cudi","message_id":"706262a3-0aa1-4d99-ae1c-ba4034f0206b","user_id":"553663821","username":"imkeishaaaa","text":"Kai is fine yall chill hes with cudi","badges":{"twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431608535,"stream_offset_ms":17521535}
+{"channel":"fanum","raw_message":"@badge-info=;badges=premium/1;client-nonce=9bc6f6e635d84660acf207694aeaa109;color=#39CABF;display-name=Zennzooted;emotes=;first-msg=0;flags=;id=0d226833-01c0-4fc1-acba-c303a410501a;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431608539;turbo=0;user-id=194214681;user-type= :zennzooted!zennzooted@zennzooted.tmi.twitch.tv PRIVMSG #fanum :LOL","message_id":"0d226833-01c0-4fc1-acba-c303a410501a","user_id":"194214681","username":"zennzooted","text":"LOL","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431608539,"stream_offset_ms":17521539}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=BD5120A0-4372-48B7-B6A9-E42F63F46A5B;color=;display-name=bennyy_2440;emote-only=1;emotes=emotesv2_4ea2b7e8d3684c9c88af61e9b84c0536:0-11,13-24,26-37,39-50;first-msg=0;flags=;id=148a2f52-5240-4aa6-9174-6b99f33ef0f3;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431608844;turbo=0;user-id=1363093730;user-type= :bennyy_2440!bennyy_2440@bennyy_2440.tmi.twitch.tv PRIVMSG #fanum :fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1","message_id":"148a2f52-5240-4aa6-9174-6b99f33ef0f3","user_id":"1363093730","username":"bennyy_2440","text":"fanumTROUPE1 fanumTROUPE1 fanumTROUPE1 fanumTROUPE1","badges":{},"emotes":{"emotesv2_4ea2b7e8d3684c9c88af61e9b84c0536":["0-11","13-24","26-37","39-50"]},"tmi_sent_ts":1784431608844,"stream_offset_ms":17521844}
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diff --git a/data/fleeceking__20260719T032656857463.jsonl b/data/fleeceking__20260719T032656857463.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4939781f8f9e83a833892869a66d84f78e113950
--- /dev/null
+++ b/data/fleeceking__20260719T032656857463.jsonl
@@ -0,0 +1,8 @@
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+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/54;badges=moderator/1,subscriber/3000,team-valor/1;client-nonce=2bdfa0766e8348aebee1adb1ad67b2e3;color=#832BE3;display-name=FortuneKookii;emotes=;first-msg=0;flags=;id=a539d2c3-1abe-46d3-bd09-75e449f1fa8a;mod=1;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431610001;turbo=0;user-id=724057373;user-type=mod :fortunekookii!fortunekookii@fortunekookii.tmi.twitch.tv PRIVMSG #fleeceking :!hi @902brimz","message_id":"a539d2c3-1abe-46d3-bd09-75e449f1fa8a","user_id":"724057373","username":"fortunekookii","text":"!hi @902brimz","badges":{"moderator":"1","subscriber":"3000","team-valor":"1"},"emotes":{},"tmi_sent_ts":1784431610001,"stream_offset_ms":5077001}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/42;badges=moderator/1,subscriber/0,bot-badge/1;color=#7C7CE1;display-name=Nightbot;emotes=;first-msg=0;flags=;id=469599a3-e787-42d5-a459-3b22340f34a7;mod=1;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431610184;turbo=0;user-id=19264788;user-type=mod :nightbot!nightbot@nightbot.tmi.twitch.tv PRIVMSG #fleeceking :HELLO 902brimz WELCOME IN and ENJOY the STREAM.","message_id":"469599a3-e787-42d5-a459-3b22340f34a7","user_id":"19264788","username":"nightbot","text":"HELLO 902brimz WELCOME IN and ENJOY the STREAM.","badges":{"moderator":"1","subscriber":"0","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431610184,"stream_offset_ms":5077184}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/39;badges=subscriber/0,meltan/1;client-nonce=A5B24A1F-2A98-4302-8143-D4BB8FC2DDFE;color=#8A2BE2;display-name=bannedphanpy;emotes=;first-msg=0;flags=;id=03ecef4d-c4f6-4b8c-b7eb-7169204efb4a;mod=0;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431610756;turbo=0;user-id=642489285;user-type= :bannedphanpy!bannedphanpy@bannedphanpy.tmi.twitch.tv PRIVMSG #fleeceking :YOOOO","message_id":"03ecef4d-c4f6-4b8c-b7eb-7169204efb4a","user_id":"642489285","username":"bannedphanpy","text":"YOOOO","badges":{"subscriber":"0","meltan":"1"},"emotes":{},"tmi_sent_ts":1784431610756,"stream_offset_ms":5077756}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/3;badges=subscriber/0,sub-gifter/1;client-nonce=A7404F75-5D18-43A5-8CF9-7048ECF5B051;color=#FF4500;display-name=dc_hoopy;emotes=;first-msg=0;flags=;id=bb26cfa5-86df-4e64-a2db-9691578c2915;mod=0;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431611264;turbo=0;user-id=250172188;user-type= :dc_hoopy!dc_hoopy@dc_hoopy.tmi.twitch.tv PRIVMSG #fleeceking :50 GIFTED IS INSANE","message_id":"bb26cfa5-86df-4e64-a2db-9691578c2915","user_id":"250172188","username":"dc_hoopy","text":"50 GIFTED IS INSANE","badges":{"subscriber":"0","sub-gifter":"1"},"emotes":{},"tmi_sent_ts":1784431611264,"stream_offset_ms":5078264}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/15;badges=subscriber/0,twitch-recap-2024/1;client-nonce=7c53da38a29040aaa3f44c6a74294bc9;color=#C0C0C0;display-name=SilverTear07;emotes=;first-msg=0;flags=;id=a46db236-ef46-4866-a1f9-fe7afabc7c55;mod=0;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431613145;turbo=0;user-id=1131376165;user-type= :silvertear07!silvertear07@silvertear07.tmi.twitch.tv PRIVMSG #fleeceking :Howday Fleece!","message_id":"a46db236-ef46-4866-a1f9-fe7afabc7c55","user_id":"1131376165","username":"silvertear07","text":"Howday Fleece!","badges":{"subscriber":"0","twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431613145,"stream_offset_ms":5080145}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=3ef9343430554f9a99f4e07288196b14;color=;display-name=rn15511551;emotes=;first-msg=1;flags=;id=d6fccac9-17d9-419f-8e1b-34cc6021db80;mod=0;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431614991;turbo=0;user-id=22220547;user-type= :rn15511551!rn15511551@rn15511551.tmi.twitch.tv PRIVMSG #fleeceking :@anonymoususergifting 謝謝您的贈禮訂閱！","message_id":"d6fccac9-17d9-419f-8e1b-34cc6021db80","user_id":"22220547","username":"rn15511551","text":"@anonymoususergifting 謝謝您的贈禮訂閱！","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431614991,"stream_offset_ms":5081991}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/2;badges=subscriber/0;client-nonce=ae646e97-7974-4d81-bb26-5e133b07f3a6;color=;display-name=dyeyk07;emote-only=1;emotes=emotesv2_9d54e207f3ea4b9da9180a1393f9e7e9:0-19;first-msg=0;flags=;id=61d2add8-6cda-4687-8487-921c0fb49852;mod=0;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431616530;turbo=0;user-id=1192755452;user-type= :dyeyk07!dyeyk07@dyeyk07.tmi.twitch.tv PRIVMSG #fleeceking :fleece2Rollingmareep","message_id":"61d2add8-6cda-4687-8487-921c0fb49852","user_id":"1192755452","username":"dyeyk07","text":"fleece2Rollingmareep","badges":{"subscriber":"0"},"emotes":{"emotesv2_9d54e207f3ea4b9da9180a1393f9e7e9":["0-19"]},"tmi_sent_ts":1784431616530,"stream_offset_ms":5083530}
diff --git a/data/fruitberries__20260719T032656856957.jsonl b/data/fruitberries__20260719T032656856957.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..01c47ea3990edc54bda81d760de492095068e07f
--- /dev/null
+++ b/data/fruitberries__20260719T032656856957.jsonl
@@ -0,0 +1,4 @@
+{"channel":"fruitberries","raw_message":"@badge-info=subscriber/19;badges=subscriber/18,minecraft-15th-anniversary-celebration/1;client-nonce=02e42b1d-f32c-42e4-b7a9-a12f597c23d3;color=#D2691E;display-name=mohaxmc;emotes=;first-msg=0;flags=;id=56710247-efe2-428f-b7b5-49098cbfdf21;mod=0;returning-chatter=0;room-id=133725096;subscriber=1;tmi-sent-ts=1784431606875;turbo=0;user-id=806735819;user-type= :mohaxmc!mohaxmc@mohaxmc.tmi.twitch.tv PRIVMSG #fruitberries :Sonion","message_id":"56710247-efe2-428f-b7b5-49098cbfdf21","user_id":"806735819","username":"mohaxmc","text":"Sonion","badges":{"subscriber":"18","minecraft-15th-anniversary-celebration":"1"},"emotes":{},"tmi_sent_ts":1784431606875,"stream_offset_ms":8381875}
+{"channel":"fruitberries","raw_message":"@badge-info=subscriber/6;badges=moderator/1,subscriber/3006,bloom-badge/4;client-nonce=149f10c6b55f4c7b928fee404d2787f7;color=#E587B6;display-name=chlorop1ast;emotes=;first-msg=0;flags=;id=48ef3641-30a9-49b9-a08a-c67e5934420f;mod=1;returning-chatter=0;room-id=133725096;subscriber=1;tmi-sent-ts=1784431607885;turbo=0;user-id=659493715;user-type=mod :chlorop1ast!chlorop1ast@chlorop1ast.tmi.twitch.tv PRIVMSG #fruitberries :fossa is not evil","message_id":"48ef3641-30a9-49b9-a08a-c67e5934420f","user_id":"659493715","username":"chlorop1ast","text":"fossa is not evil","badges":{"moderator":"1","subscriber":"3006","bloom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431607885,"stream_offset_ms":8382885}
+{"channel":"fruitberries","raw_message":"@badge-info=subscriber/6;badges=moderator/1,subscriber/3006,bloom-badge/4;client-nonce=2980a59992fb419dbc9c6531d09e83cc;color=#E587B6;display-name=chlorop1ast;emotes=;first-msg=0;flags=;id=30c1c22f-2ecf-4ff4-a905-71642dd3d18c;mod=1;returning-chatter=0;room-id=133725096;subscriber=1;tmi-sent-ts=1784431613883;turbo=0;user-id=659493715;user-type=mod :chlorop1ast!chlorop1ast@chlorop1ast.tmi.twitch.tv PRIVMSG #fruitberries :ill defend fossa with my life","message_id":"30c1c22f-2ecf-4ff4-a905-71642dd3d18c","user_id":"659493715","username":"chlorop1ast","text":"ill defend fossa with my life","badges":{"moderator":"1","subscriber":"3006","bloom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431613883,"stream_offset_ms":8388883}
+{"channel":"fruitberries","raw_message":"@badge-info=subscriber/6;badges=moderator/1,subscriber/3006,bloom-badge/4;client-nonce=99a0de545ab344619df966480a784c9d;color=#E587B6;display-name=chlorop1ast;emotes=;first-msg=0;flags=0-11:A.5;id=2d040345-0c4e-4eba-bbf4-bbc59dab256a;mod=1;returning-chatter=0;room-id=133725096;subscriber=1;tmi-sent-ts=1784431616468;turbo=0;user-id=659493715;user-type=mod :chlorop1ast!chlorop1ast@chlorop1ast.tmi.twitch.tv PRIVMSG #fruitberries :shes my baby","message_id":"2d040345-0c4e-4eba-bbf4-bbc59dab256a","user_id":"659493715","username":"chlorop1ast","text":"shes my baby","badges":{"moderator":"1","subscriber":"3006","bloom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431616468,"stream_offset_ms":8391468}
diff --git a/data/gaviiria_games__20260719T032656859910.jsonl b/data/gaviiria_games__20260719T032656859910.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fa221186ebc1cf11abba72a6a9498af97cbf6786
--- /dev/null
+++ b/data/gaviiria_games__20260719T032656859910.jsonl
@@ -0,0 +1 @@
+{"channel":"gaviiria_games","raw_message":"@badge-info=;badges=bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=;first-msg=0;flags=;id=d8b2f697-7e61-4303-b01b-5cb70a1bead8;mod=0;returning-chatter=0;room-id=1385129787;subscriber=0;tmi-sent-ts=1784431612306;turbo=0;user-id=100135110;user-type= :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #gaviiria_games :Welcome to the kingdom of toxicity 👑","message_id":"d8b2f697-7e61-4303-b01b-5cb70a1bead8","user_id":"100135110","username":"streamelements","text":"Welcome to the kingdom of toxicity 👑","badges":{"bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431612306,"stream_offset_ms":1951306}
diff --git a/data/gladd__20260719T032656860748.jsonl b/data/gladd__20260719T032656860748.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dbf022fc2b376cd10df58e3f94141f3957856ddf
--- /dev/null
+++ b/data/gladd__20260719T032656860748.jsonl
@@ -0,0 +1,2 @@
+{"channel":"gladd","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,arcane-season-2-premiere/1;client-nonce=766ed971ba474fde952bdce0e128210b;color=#9F2BE3;display-name=Noah46603;emotes=;first-msg=0;flags=;id=455287c1-86a6-476e-9bbe-66c60ebac534;mod=0;returning-chatter=0;room-id=81628627;subscriber=1;tmi-sent-ts=1784431614441;turbo=0;user-id=96386122;user-type= :noah46603!noah46603@noah46603.tmi.twitch.tv PRIVMSG #gladd :chat i stopped checking my email for the steam machine reservation earlier this week because I figured it could take a while and ofc that day I got the email and my reservation just ended T.T","message_id":"455287c1-86a6-476e-9bbe-66c60ebac534","user_id":"96386122","username":"noah46603","text":"chat i stopped checking my email for the steam machine reservation earlier this week because I figured it could take a while and ofc that day I got the email and my reservation just ended T.T","badges":{"subscriber":"6","arcane-season-2-premiere":"1"},"emotes":{},"tmi_sent_ts":1784431614441,"stream_offset_ms":41828441}
+{"channel":"gladd","raw_message":"@badge-info=subscriber/15;badges=subscriber/12,premium/1;client-nonce=80a6d5ad1f19490d9b6983bf359a4a93;color=;display-name=spratydad;emotes=;first-msg=0;flags=;id=d1ecff9d-8849-4210-ab86-4c2d4c4ba463;mod=0;returning-chatter=0;room-id=81628627;subscriber=1;tmi-sent-ts=1784431615918;turbo=0;user-id=97081636;user-type= :spratydad!spratydad@spratydad.tmi.twitch.tv PRIVMSG #gladd :@gladd when u said you made your base, did you say it was 39x39 for the full base or each piece was 39x39?","message_id":"d1ecff9d-8849-4210-ab86-4c2d4c4ba463","user_id":"97081636","username":"spratydad","text":"@gladd when u said you made your base, did you say it was 39x39 for the full base or each piece was 39x39?","badges":{"subscriber":"12","premium":"1"},"emotes":{},"tmi_sent_ts":1784431615918,"stream_offset_ms":41829918}
diff --git a/data/greentea__20260719T032656859326.jsonl b/data/greentea__20260719T032656859326.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3af84c74f8def2efd23cf69d5ed80a6399d678cc
--- /dev/null
+++ b/data/greentea__20260719T032656859326.jsonl
@@ -0,0 +1,3 @@
+{"channel":"greentea","raw_message":"@badge-info=subscriber/15;badges=vip/1,subscriber/12;client-nonce=8271fc2d72f94f7b8f702fe6cfa1a4d1;color=;display-name=高雄北漂青年;emotes=;first-msg=0;flags=;id=6fae3add-8215-4040-9391-b34ef0a44118;mod=0;returning-chatter=0;room-id=29528480;subscriber=1;tmi-sent-ts=1784431610043;turbo=0;user-id=119303154;user-type=;vip=1 :7897898888!7897898888@7897898888.tmi.twitch.tv PRIVMSG #greentea :這種空靈的 私底下幾乎都很難搞","message_id":"6fae3add-8215-4040-9391-b34ef0a44118","user_id":"119303154","username":"7897898888","text":"這種空靈的 私底下幾乎都很難搞","badges":{"vip":"1","subscriber":"12"},"emotes":{},"tmi_sent_ts":1784431610043,"stream_offset_ms":4455043}
+{"channel":"greentea","raw_message":"@badge-info=subscriber/20;badges=subscriber/12,twitch-recap-2023/1;client-nonce=1473e56231ed459586777f102b914937;color=#FF69B4;display-name=祝聊天室闔家平安;emotes=;first-msg=0;flags=;id=f7bfa3c0-185d-496a-82ee-d128fdd5c963;mod=0;returning-chatter=0;room-id=29528480;subscriber=1;tmi-sent-ts=1784431610989;turbo=0;user-id=805059254;user-type= :kenliaoooo!kenliaoooo@kenliaoooo.tmi.twitch.tv PRIVMSG #greentea :橋本的本子 確實都不錯","message_id":"f7bfa3c0-185d-496a-82ee-d128fdd5c963","user_id":"805059254","username":"kenliaoooo","text":"橋本的本子 確實都不錯","badges":{"subscriber":"12","twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431610989,"stream_offset_ms":4455989}
+{"channel":"greentea","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=cac0a43ce5de4b3ca67b2d83a458d9af;color=;display-name=二尋;emotes=;first-msg=0;flags=;id=eb8b2e0f-04a4-49f3-b0f6-57e8bcf7c7de;mod=0;returning-chatter=0;room-id=29528480;subscriber=0;tmi-sent-ts=1784431614500;turbo=0;user-id=408746149;user-type= :19850210!19850210@19850210.tmi.twitch.tv PRIVMSG #greentea :女權就是想幹嘛就幹嘛","message_id":"eb8b2e0f-04a4-49f3-b0f6-57e8bcf7c7de","user_id":"408746149","username":"19850210","text":"女權就是想幹嘛就幹嘛","badges":{"twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431614500,"stream_offset_ms":4459500}
diff --git a/data/hannahxxrose__20260719T032656860885.jsonl b/data/hannahxxrose__20260719T032656860885.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bf78108c1a6db257547d46d51bf1148cc1c262d1
--- /dev/null
+++ b/data/hannahxxrose__20260719T032656860885.jsonl
@@ -0,0 +1 @@
+{"channel":"hannahxxrose","raw_message":"@badge-info=;badges=;client-nonce=8D2D889C-5EBC-4DAA-BC56-294100049B81;color=;display-name=rkeasons;emotes=;first-msg=0;flags=;id=c39010d1-a333-4573-ac5c-26f77a4e3ccc;mod=0;returning-chatter=0;room-id=63096750;subscriber=0;tmi-sent-ts=1784431614514;turbo=0;user-id=1328724612;user-type= :rkeasons!rkeasons@rkeasons.tmi.twitch.tv PRIVMSG #hannahxxrose :ahh so cute","message_id":"c39010d1-a333-4573-ac5c-26f77a4e3ccc","user_id":"1328724612","username":"rkeasons","text":"ahh so cute","badges":{},"emotes":{},"tmi_sent_ts":1784431614514,"stream_offset_ms":7560514}
diff --git a/data/infume__20260719T032656857303.jsonl b/data/infume__20260719T032656857303.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d753fb3ba6bd734eca9e63750d3e062b7e03a41e
--- /dev/null
+++ b/data/infume__20260719T032656857303.jsonl
@@ -0,0 +1,7 @@
+{"channel":"infume","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,campaign-248600377-f27aa4e1-4872-43b4-8ae1-801cd0fc800a-sub/1;client-nonce=B34FBBD6-15EE-44CE-806E-E6984C80092F;color=#1E90FF;display-name=maylovesyuri;emotes=;first-msg=0;flags=;id=54d4e413-f15a-4830-b86b-6a59c2d191c3;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431607125;turbo=0;user-id=805917310;user-type= :maylovesyuri!maylovesyuri@maylovesyuri.tmi.twitch.tv PRIVMSG #infume :i love when women condition men to react to certain cues","message_id":"54d4e413-f15a-4830-b86b-6a59c2d191c3","user_id":"805917310","username":"maylovesyuri","text":"i love when women condition men to react to certain cues","badges":{"subscriber":"2","campaign-248600377-f27aa4e1-4872-43b4-8ae1-801cd0fc800a-sub":"1"},"emotes":{},"tmi_sent_ts":1784431607125,"stream_offset_ms":123744125}
+{"channel":"infume","raw_message":"@badge-info=subscriber/7;badges=subscriber/6,sub-gifter/25;client-nonce=BE77F90C-C0DB-4376-9778-939F75E02833;color=#6C1F93;display-name=SkepWaff;emotes=;first-msg=0;flags=;id=c3abbade-de58-418b-93c8-4a973c700ad1;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431607721;turbo=0;user-id=73512196;user-type= :skepwaff!skepwaff@skepwaff.tmi.twitch.tv PRIVMSG #infume :lowkey aura ghast kill","message_id":"c3abbade-de58-418b-93c8-4a973c700ad1","user_id":"73512196","username":"skepwaff","text":"lowkey aura ghast kill","badges":{"subscriber":"6","sub-gifter":"25"},"emotes":{},"tmi_sent_ts":1784431607721,"stream_offset_ms":123744721}
+{"channel":"infume","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,went-outside/1;client-nonce=43d9c0ffea1f41a8afbaf08bf3e8e327;color=#FF69B4;display-name=snvzz_;emotes=;first-msg=0;flags=;id=f4002d06-b472-4145-afa1-0b1a4ba9e9b7;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431609078;turbo=0;user-id=188875301;user-type= :snvzz_!snvzz_@snvzz_.tmi.twitch.tv PRIVMSG #infume :good ol classical conditioning","message_id":"f4002d06-b472-4145-afa1-0b1a4ba9e9b7","user_id":"188875301","username":"snvzz_","text":"good ol classical conditioning","badges":{"subscriber":"0","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431609078,"stream_offset_ms":123746078}
+{"channel":"infume","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,blossom-badge/3;client-nonce=0089C18C-F80E-437F-8ECF-7BDDB840D9FE;color=#FF69B4;display-name=mayscepades;emotes=;first-msg=0;flags=;id=04dc9c3b-72fa-41c4-b3d3-5311615f92a2;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431610696;turbo=0;user-id=665384351;user-type= :mayscepades!mayscepades@mayscepades.tmi.twitch.tv PRIVMSG #infume :!whatdoing","message_id":"04dc9c3b-72fa-41c4-b3d3-5311615f92a2","user_id":"665384351","username":"mayscepades","text":"!whatdoing","badges":{"subscriber":"0","blossom-badge":"3"},"emotes":{},"tmi_sent_ts":1784431610696,"stream_offset_ms":123747696}
+{"channel":"infume","raw_message":"@badge-info=subscriber/8;badges=moderator/1,subscriber/6,bot-badge/1;color=#1976D2;display-name=Fossabot;emotes=;first-msg=0;flags=;id=45c820d6-e5a7-462a-a090-53401cdd790f;mod=1;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431610874;turbo=0;user-id=237719657;user-type=mod :fossabot!fossabot@fossabot.tmi.twitch.tv PRIVMSG #infume :chilling","message_id":"45c820d6-e5a7-462a-a090-53401cdd790f","user_id":"237719657","username":"fossabot","text":"chilling","badges":{"moderator":"1","subscriber":"6","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431610874,"stream_offset_ms":123747874}
+{"channel":"infume","raw_message":"@badge-info=subscriber/2;badges=subscriber/2;client-nonce=39d8032d-3bf1-46d7-8019-599208604bc7;color=#00FF7F;display-name=rollinglitra;emotes=;first-msg=0;flags=;id=cc1d5071-6895-4666-a881-f4fe74ec02f3;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431611383;turbo=0;user-id=1067816651;user-type= :rollinglitra!rollinglitra@rollinglitra.tmi.twitch.tv PRIVMSG #infume :get that guy into speedrunning he might become a goat","message_id":"cc1d5071-6895-4666-a881-f4fe74ec02f3","user_id":"1067816651","username":"rollinglitra","text":"get that guy into speedrunning he might become a goat","badges":{"subscriber":"2"},"emotes":{},"tmi_sent_ts":1784431611383,"stream_offset_ms":123748383}
+{"channel":"infume","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,sub-gifter/25;color=#FFD1DC;display-name=annnathema;emotes=;first-msg=0;flags=;id=fcd99fca-890b-4ca7-aa6d-b77f22f6445c;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431615842;turbo=0;user-id=213127780;user-type= :annnathema!annnathema@annnathema.tmi.twitch.tv PRIVMSG #infume :i have a love hate with those vids","message_id":"fcd99fca-890b-4ca7-aa6d-b77f22f6445c","user_id":"213127780","username":"annnathema","text":"i have a love hate with those vids","badges":{"subscriber":"6","sub-gifter":"25"},"emotes":{},"tmi_sent_ts":1784431615842,"stream_offset_ms":123752842}
diff --git a/data/jalensworld__20260719T032656858592.jsonl b/data/jalensworld__20260719T032656858592.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..523b7eb8ccff0966eb5f5b36d680fe74d0344f62
--- /dev/null
+++ b/data/jalensworld__20260719T032656858592.jsonl
@@ -0,0 +1,3 @@
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/22;badges=subscriber/18,blossom-badge/3;client-nonce=9074EFB0-7B72-456F-A2F3-7F5CAC6EE784;color=#FF69B4;display-name=venusmcfiytrap;emotes=;first-msg=0;flags=;id=57721e77-14d4-4adb-b2bf-a57a3d59ee5c;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431609050;turbo=0;user-id=1125946264;user-type= :venusmcfiytrap!venusmcfiytrap@venusmcfiytrap.tmi.twitch.tv PRIVMSG #jalensworld_ :somebody do a bomb threat quickly","message_id":"57721e77-14d4-4adb-b2bf-a57a3d59ee5c","user_id":"1125946264","username":"venusmcfiytrap","text":"somebody do a bomb threat quickly","badges":{"subscriber":"18","blossom-badge":"3"},"emotes":{},"tmi_sent_ts":1784431609050,"stream_offset_ms":8350050}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/15;badges=subscriber/12,hype-train/2;client-nonce=b8de6d59c96343ff89d55e4c8fe53a9f;color=#FF0000;display-name=sainttheunholy;emotes=;first-msg=0;flags=;id=947f59c7-d7df-4570-a0f3-6ccbc689d87d;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431609914;turbo=0;user-id=656418065;user-type= :sainttheunholy!sainttheunholy@sainttheunholy.tmi.twitch.tv PRIVMSG #jalensworld_ :the yacht sank at this point","message_id":"947f59c7-d7df-4570-a0f3-6ccbc689d87d","user_id":"656418065","username":"sainttheunholy","text":"the yacht sank at this point","badges":{"subscriber":"12","hype-train":"2"},"emotes":{},"tmi_sent_ts":1784431609914,"stream_offset_ms":8350914}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/38;badges=moderator/1,subscriber/36,sub-gift-leader/2;client-nonce=A190F6C5-8491-48B4-AB97-DE50BFB1C722;color=#FF9DE5;display-name=kailah_star;emotes=;first-msg=0;flags=;id=25ddb9ac-6ca9-424d-8d45-231bfddd9a40;mod=1;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431612337;turbo=0;user-id=662887210;user-type=mod :kailah_star!kailah_star@kailah_star.tmi.twitch.tv PRIVMSG #jalensworld_ :I’m yawning","message_id":"25ddb9ac-6ca9-424d-8d45-231bfddd9a40","user_id":"662887210","username":"kailah_star","text":"I’m yawning","badges":{"moderator":"1","subscriber":"36","sub-gift-leader":"2"},"emotes":{},"tmi_sent_ts":1784431612337,"stream_offset_ms":8353337}
diff --git a/data/jkucci__20260719T032656859552.jsonl b/data/jkucci__20260719T032656859552.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dfe5cb5df7f79529578878ebc26b94ccb27d6bcf
--- /dev/null
+++ b/data/jkucci__20260719T032656859552.jsonl
@@ -0,0 +1,4 @@
+{"channel":"jkucci","raw_message":"@badge-info=;badges=;client-nonce=C2D9628B-48CA-45FC-A771-9CBBE2EDC3B5;color=;display-name=kevmannino;emotes=;first-msg=0;flags=;id=b6b37725-cf4f-4ee0-8c65-acf290dd8a22;mod=0;returning-chatter=0;room-id=489636068;subscriber=0;tmi-sent-ts=1784431610778;turbo=0;user-id=1208862100;user-type= :kevmannino!kevmannino@kevmannino.tmi.twitch.tv PRIVMSG #jkucci :what’s kuucis sense","message_id":"b6b37725-cf4f-4ee0-8c65-acf290dd8a22","user_id":"1208862100","username":"kevmannino","text":"what’s kuucis sense","badges":{},"emotes":{},"tmi_sent_ts":1784431610778,"stream_offset_ms":10695778}
+{"channel":"jkucci","raw_message":"@badge-info=subscriber/7;badges=moderator/1,subscriber/6;client-nonce=7D736DE0-5D8F-4DA0-944A-8CB2EDCD0939;color=#FFADD6;display-name=BabyPeach_97;emotes=;first-msg=0;flags=;id=25bb6860-af22-4cac-b06c-76dda399d40d;mod=1;returning-chatter=0;room-id=489636068;subscriber=1;tmi-sent-ts=1784431615066;turbo=0;user-id=934813182;user-type=mod :babypeach_97!babypeach_97@babypeach_97.tmi.twitch.tv PRIVMSG #jkucci :!sens","message_id":"25bb6860-af22-4cac-b06c-76dda399d40d","user_id":"934813182","username":"babypeach_97","text":"!sens","badges":{"moderator":"1","subscriber":"6"},"emotes":{},"tmi_sent_ts":1784431615066,"stream_offset_ms":10700066}
+{"channel":"jkucci","raw_message":"@badge-info=subscriber/9;badges=moderator/1,subscriber/9,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=;first-msg=0;flags=;id=4f3f7acb-406a-4470-90f3-37d05542eba7;mod=1;returning-chatter=0;room-id=489636068;subscriber=1;tmi-sent-ts=1784431615322;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #jkucci :Kucci man uses 1.70-1.70/ 1.0 ADS","message_id":"4f3f7acb-406a-4470-90f3-37d05542eba7","user_id":"100135110","username":"streamelements","text":"Kucci man uses 1.70-1.70/ 1.0 ADS","badges":{"moderator":"1","subscriber":"9","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431615322,"stream_offset_ms":10700322}
+{"channel":"jkucci","raw_message":"@badge-info=subscriber/19;badges=moderator/1,subscriber/12,sub-gifter/150;client-nonce=881F8A94-9BCC-4DD8-921E-E19920D32B23;color=#D2691E;display-name=28babyreyna__;emotes=;first-msg=0;flags=;id=7cc97c5f-4a1e-4f1b-af5c-78a2b1ccc479;mod=1;returning-chatter=0;room-id=489636068;subscriber=1;tmi-sent-ts=1784431615464;turbo=0;user-id=215334171;user-type=mod :28babyreyna__!28babyreyna__@28babyreyna__.tmi.twitch.tv PRIVMSG #jkucci :!sens","message_id":"7cc97c5f-4a1e-4f1b-af5c-78a2b1ccc479","user_id":"215334171","username":"28babyreyna__","text":"!sens","badges":{"moderator":"1","subscriber":"12","sub-gifter":"150"},"emotes":{},"tmi_sent_ts":1784431615464,"stream_offset_ms":10700464}
diff --git a/data/juicyjacob__20260719T032656856494.jsonl b/data/juicyjacob__20260719T032656856494.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b985bf49246d0c59c1eda8ec0772a26456219f72
--- /dev/null
+++ b/data/juicyjacob__20260719T032656856494.jsonl
@@ -0,0 +1,5 @@
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=428EF142-E976-4A47-884D-E5E7B59AF92B;color=;display-name=thekingbigev;emotes=;first-msg=0;flags=;id=0ecd92a7-0991-4951-b6d4-c88bb098c4e2;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431606442;turbo=0;user-id=1452265556;user-type= :thekingbigev!thekingbigev@thekingbigev.tmi.twitch.tv PRIVMSG #juicyjacob :like how cudi let him get arrested","message_id":"0ecd92a7-0991-4951-b6d4-c88bb098c4e2","user_id":"1452265556","username":"thekingbigev","text":"like how cudi let him get arrested","badges":{},"emotes":{},"tmi_sent_ts":1784431606442,"stream_offset_ms":11518442}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=f30157bf-8e0e-4e94-9c29-c2908787aebb;color=;display-name=ghostman_1678;emotes=;first-msg=0;flags=;id=4baa1ec2-ca81-48cb-b766-5fb05ce87983;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431608872;turbo=0;user-id=1451728871;user-type= :ghostman_1678!ghostman_1678@ghostman_1678.tmi.twitch.tv PRIVMSG #juicyjacob :Why did Fanum drop Kai in the middle of nowhere","message_id":"4baa1ec2-ca81-48cb-b766-5fb05ce87983","user_id":"1451728871","username":"ghostman_1678","text":"Why did Fanum drop Kai in the middle of nowhere","badges":{},"emotes":{},"tmi_sent_ts":1784431608872,"stream_offset_ms":11520872}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=45559F04-864B-46ED-8612-1FA19CE2F2BE;color=;display-name=b00tyjuice22;emotes=;first-msg=0;flags=;id=d9f67738-3af5-42ee-8385-7db479708ae5;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431612681;turbo=0;user-id=1521560242;user-type= :b00tyjuice22!b00tyjuice22@b00tyjuice22.tmi.twitch.tv PRIVMSG #juicyjacob :maybe he was megaminding it too hard he fell asleep","message_id":"d9f67738-3af5-42ee-8385-7db479708ae5","user_id":"1521560242","username":"b00tyjuice22","text":"maybe he was megaminding it too hard he fell asleep","badges":{},"emotes":{},"tmi_sent_ts":1784431612681,"stream_offset_ms":11524681}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=ff3484f9e53941baa9a96007a1d3b8f7;color=;display-name=mrmystery11111;emotes=;first-msg=0;flags=;id=78dfed27-b74d-4c11-ad1e-959b889130f4;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431612878;turbo=0;user-id=1116873298;user-type= :mrmystery11111!mrmystery11111@mrmystery11111.tmi.twitch.tv PRIVMSG #juicyjacob :@maxplayzgamez4425 facts","message_id":"78dfed27-b74d-4c11-ad1e-959b889130f4","user_id":"1116873298","username":"mrmystery11111","text":"@maxplayzgamez4425 facts","badges":{},"emotes":{},"tmi_sent_ts":1784431612878,"stream_offset_ms":11524878}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=20a67cd1-c4da-478a-8ac8-3a8bc178fc7d;color=#00FF7F;display-name=Varmit22;emotes=;first-msg=0;flags=;id=ff8fdf06-9e7b-4149-bc01-f7205fddf3e9;mod=0;reply-parent-display-name=maxplayzgamez4425;reply-parent-msg-body=im\\stired\\sof\\shearing\\sa\\s9\\syear\\sold\\ssay\\sthe\\sn\\sword\\severy\\s2\\sseconds;reply-parent-msg-id=b3c7d3e0-07e8-4cc3-b856-801c62b94438;reply-parent-user-id=1320782806;reply-parent-user-login=maxplayzgamez4425;reply-thread-parent-display-name=maxplayzgamez4425;reply-thread-parent-msg-id=b3c7d3e0-07e8-4cc3-b856-801c62b94438;reply-thread-parent-user-id=1320782806;reply-thread-parent-user-login=maxplayzgamez4425;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431613601;turbo=0;user-id=972440779;user-type= :varmit22!varmit22@varmit22.tmi.twitch.tv PRIVMSG #juicyjacob :@maxplayzgamez4425 Bilzo?","message_id":"ff8fdf06-9e7b-4149-bc01-f7205fddf3e9","user_id":"972440779","username":"varmit22","text":"@maxplayzgamez4425 Bilzo?","badges":{},"emotes":{},"tmi_sent_ts":1784431613601,"stream_offset_ms":11525601}
diff --git a/data/kaivtuber__20260719T032656857045.jsonl b/data/kaivtuber__20260719T032656857045.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..72b175cb9ec11c9c537ba090fdc3cca674d40ba3
--- /dev/null
+++ b/data/kaivtuber__20260719T032656857045.jsonl
@@ -0,0 +1,5 @@
+{"channel":"kaivtuber","raw_message":"@badge-info=;badges=bingbonglove/1;client-nonce=331ecc47655044299d5484234553cbf8;color=#EBE091;display-name=ShiningSion;emotes=;first-msg=0;flags=;id=80adab89-24f8-49a9-bd2d-3f1953d520a1;mod=0;returning-chatter=0;room-id=192765805;subscriber=0;tmi-sent-ts=1784431606897;turbo=0;user-id=638859476;user-type= :shiningsion!shiningsion@shiningsion.tmi.twitch.tv PRIVMSG #kaivtuber :buff future santa","message_id":"80adab89-24f8-49a9-bd2d-3f1953d520a1","user_id":"638859476","username":"shiningsion","text":"buff future santa","badges":{"bingbonglove":"1"},"emotes":{},"tmi_sent_ts":1784431606897,"stream_offset_ms":4055897}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/4;badges=moderator/1,subscriber/0,social-sharing/3;client-nonce=d124dbcedd9e4317aa9a96ec35fe468b;color=#90FBFF;display-name=Managerrx;emotes=;first-msg=0;flags=;id=8579a338-357d-43f9-ac66-dd5e5e08215c;mod=1;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431607182;turbo=0;user-id=842733172;user-type=mod :managerrx!managerrx@managerrx.tmi.twitch.tv PRIVMSG #kaivtuber :that's terrifying","message_id":"8579a338-357d-43f9-ac66-dd5e5e08215c","user_id":"842733172","username":"managerrx","text":"that's terrifying","badges":{"moderator":"1","subscriber":"0","social-sharing":"3"},"emotes":{},"tmi_sent_ts":1784431607182,"stream_offset_ms":4056182}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/15;badges=vip/1,subscriber/0,blossom-badge/4;client-nonce=944db098-6ef6-473c-9211-d9d428b5b930;color=#A8FFD6;display-name=skislux;emotes=;first-msg=0;flags=;id=4603bafb-904b-4c58-8340-6055f947fb5e;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431610344;turbo=0;user-id=758496465;user-type=;vip=1 :skislux!skislux@skislux.tmi.twitch.tv PRIVMSG #kaivtuber :W vid fr donowall","message_id":"4603bafb-904b-4c58-8340-6055f947fb5e","user_id":"758496465","username":"skislux","text":"W vid fr donowall","badges":{"vip":"1","subscriber":"0","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431610344,"stream_offset_ms":4059344}
+{"channel":"kaivtuber","raw_message":"@badge-info=;badges=;client-nonce=191da50940db464b9536873148bb8159;color=#2E8B57;display-name=gabby_tm16;emotes=;first-msg=0;flags=;id=39471398-8203-411e-8fda-09c083e53245;mod=0;returning-chatter=0;room-id=192765805;subscriber=0;tmi-sent-ts=1784431614472;turbo=0;user-id=1362837586;user-type= :gabby_tm16!gabby_tm16@gabby_tm16.tmi.twitch.tv PRIVMSG #kaivtuber :lol VERY crazy","message_id":"39471398-8203-411e-8fda-09c083e53245","user_id":"1362837586","username":"gabby_tm16","text":"lol VERY crazy","badges":{},"emotes":{},"tmi_sent_ts":1784431614472,"stream_offset_ms":4063472}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/20;badges=vip/1,subscriber/0,premium/1;client-nonce=F2DBD0E9-DE29-43E6-849A-2A4885E0F60C;color=#171745;display-name=kiwella_;emotes=;first-msg=0;flags=;id=f9300d0e-463a-4be4-b01a-f472c01edb21;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431615622;turbo=0;user-id=745855659;user-type=;vip=1 :kiwella_!kiwella_@kiwella_.tmi.twitch.tv PRIVMSG #kaivtuber :w vid","message_id":"f9300d0e-463a-4be4-b01a-f472c01edb21","user_id":"745855659","username":"kiwella_","text":"w vid","badges":{"vip":"1","subscriber":"0","premium":"1"},"emotes":{},"tmi_sent_ts":1784431615622,"stream_offset_ms":4064622}
diff --git a/data/kazefequx__20260719T032656859655.jsonl b/data/kazefequx__20260719T032656859655.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eb50fe578b6f77893040ffd75ecfc7ad17377378
--- /dev/null
+++ b/data/kazefequx__20260719T032656859655.jsonl
@@ -0,0 +1,2 @@
+{"channel":"kazefequx","raw_message":"@badge-info=;badges=;color=;display-name=ahmovv;emotes=;first-msg=0;flags=;id=5d922d6d-2ed7-4df9-bbaf-dc689154e0fd;mod=0;returning-chatter=0;room-id=1054415367;subscriber=0;tmi-sent-ts=1784431611237;turbo=0;user-id=1411319106;user-type= :ahmovv!ahmovv@ahmovv.tmi.twitch.tv PRIVMSG #kazefequx :!bonus","message_id":"5d922d6d-2ed7-4df9-bbaf-dc689154e0fd","user_id":"1411319106","username":"ahmovv","text":"!bonus","badges":{},"emotes":{},"tmi_sent_ts":1784431611237,"stream_offset_ms":152497237}
+{"channel":"kazefequx","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#179451;display-name=BotRixOficial;emotes=;first-msg=0;flags=;id=672ba3be-4658-4b5e-afc7-8d068b2223bd;mod=1;returning-chatter=0;room-id=1054415367;subscriber=0;tmi-sent-ts=1784431611447;turbo=0;user-id=646848961;user-type=mod :botrixoficial!botrixoficial@botrixoficial.tmi.twitch.tv PRIVMSG #kazefequx :⭐OS MELHORES CÓDIGOS PROMOCIONAIS E BÔNUS EXCLUSIVOS NO SITE!⭐ https://casino-slots-bonus.online/iQAQ2b","message_id":"672ba3be-4658-4b5e-afc7-8d068b2223bd","user_id":"646848961","username":"botrixoficial","text":"⭐OS MELHORES CÓDIGOS PROMOCIONAIS E BÔNUS EXCLUSIVOS NO SITE!⭐ https://casino-slots-bonus.online/iQAQ2b","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431611447,"stream_offset_ms":152497447}
diff --git a/data/kourra__20260719T032656856804.jsonl b/data/kourra__20260719T032656856804.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5d76b168804ba58c086ae1682be44acb332908e4
--- /dev/null
+++ b/data/kourra__20260719T032656856804.jsonl
@@ -0,0 +1 @@
+{"channel":"kourra","raw_message":"@badge-info=subscriber/7;badges=subscriber/6,detroit-android-triangle/1;client-nonce=44d3b6516310494ea4b9df3f606a1084;color=#FFFFFF;display-name=Zenkaken;emotes=;first-msg=0;flags=;id=c2590ed3-cbeb-4077-bebc-b8ee5ff787a6;mod=0;returning-chatter=0;room-id=118747899;subscriber=1;tmi-sent-ts=1784431606687;turbo=0;user-id=102535420;user-type= :zenkaken!zenkaken@zenkaken.tmi.twitch.tv PRIVMSG #kourra :Awoo","message_id":"c2590ed3-cbeb-4077-bebc-b8ee5ff787a6","user_id":"102535420","username":"zenkaken","text":"Awoo","badges":{"subscriber":"6","detroit-android-triangle":"1"},"emotes":{},"tmi_sent_ts":1784431606687,"stream_offset_ms":16150687}
diff --git a/data/lifeofrio__20260719T032656855143.jsonl b/data/lifeofrio__20260719T032656855143.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f789373909a8695e71728677084579a64d45a78f
--- /dev/null
+++ b/data/lifeofrio__20260719T032656855143.jsonl
@@ -0,0 +1,11 @@
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,fright-fest-2025/1;client-nonce=06881D6A-B3C7-4559-8E8C-A16BD7F18A2C;color=#8A2BE2;display-name=Afro_shino;emotes=;first-msg=0;flags=0-6:P.3;id=70d14a10-0713-41c5-8a10-7374aa9cbe0b;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431605496;turbo=0;user-id=471727938;user-type= :afro_shino!afro_shino@afro_shino.tmi.twitch.tv PRIVMSG #lifeofrio :LMAOOOO","message_id":"70d14a10-0713-41c5-8a10-7374aa9cbe0b","user_id":"471727938","username":"afro_shino","text":"LMAOOOO","badges":{"subscriber":"6","fright-fest-2025":"1"},"emotes":{},"tmi_sent_ts":1784431605496,"stream_offset_ms":1783496}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/7;badges=subscriber/2006,destiny-2-final-shape-raid-race/1;client-nonce=886dbabf440a44f7bc3233b524f21f32;color=#FF69B4;display-name=Qu33nStephyy03;emotes=;first-msg=0;flags=;id=818ede63-cba3-42ba-8ca2-83069fdf76b1;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431606559;turbo=0;user-id=466202545;user-type= :qu33nstephyy03!qu33nstephyy03@qu33nstephyy03.tmi.twitch.tv PRIVMSG #lifeofrio :Yuck","message_id":"818ede63-cba3-42ba-8ca2-83069fdf76b1","user_id":"466202545","username":"qu33nstephyy03","text":"Yuck","badges":{"subscriber":"2006","destiny-2-final-shape-raid-race":"1"},"emotes":{},"tmi_sent_ts":1784431606559,"stream_offset_ms":1784559}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/2;badges=subscriber/0,bits/1000;client-nonce=3EC6CAA2-1003-4BF9-93AF-EAEB4F542D41;color=#FF69B4;display-name=d3athscythe180;emote-only=1;emotes=emotesv2_843b31be23bb415bbbaa1f8360ed1485:0-7,9-16;first-msg=0;flags=;id=230c0c93-f02e-4dbb-9143-824e21d977fe;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431608236;turbo=0;user-id=269329641;user-type= :d3athscythe180!d3athscythe180@d3athscythe180.tmi.twitch.tv PRIVMSG #lifeofrio :riooHaha riooHaha","message_id":"230c0c93-f02e-4dbb-9143-824e21d977fe","user_id":"269329641","username":"d3athscythe180","text":"riooHaha riooHaha","badges":{"subscriber":"0","bits":"1000"},"emotes":{"emotesv2_843b31be23bb415bbbaa1f8360ed1485":["0-7","9-16"]},"tmi_sent_ts":1784431608236,"stream_offset_ms":1786236}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,premium/1;client-nonce=a14f85b2-559d-47fe-8926-42dd8120a8c1;color=;display-name=blerd_ish;emote-only=1;emotes=306134859:0-8/306134949:10-17;first-msg=0;flags=;id=e3f7aed0-5971-47e3-b31a-d1cc0c73261f;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431608298;turbo=0;user-id=783207344;user-type= :blerd_ish!blerd_ish@blerd_ish.tmi.twitch.tv PRIVMSG #lifeofrio :riooGlare riooSigh","message_id":"e3f7aed0-5971-47e3-b31a-d1cc0c73261f","user_id":"783207344","username":"blerd_ish","text":"riooGlare riooSigh","badges":{"subscriber":"0","premium":"1"},"emotes":{"306134859":["0-8"],"306134949":["10-17"]},"tmi_sent_ts":1784431608298,"stream_offset_ms":1786298}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/36;badges=subscriber/36,blossom-badge/4;client-nonce=b832e768-273f-4895-830b-f803547033f7;color=#FF4500;display-name=sunnylaaa;emotes=;first-msg=0;flags=0-5:P.3;id=74aad205-4e12-435d-8109-4fc2a01f7622;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431608598;turbo=0;user-id=418835752;user-type= :sunnylaaa!sunnylaaa@sunnylaaa.tmi.twitch.tv PRIVMSG #lifeofrio :LMAOOO","message_id":"74aad205-4e12-435d-8109-4fc2a01f7622","user_id":"418835752","username":"sunnylaaa","text":"LMAOOO","badges":{"subscriber":"36","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431608598,"stream_offset_ms":1786598}
+{"channel":"lifeofrio","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=2A62697B-8433-42C6-9B6B-D7B4BCAC7381;color=#00FF7F;display-name=5starmidnight;emotes=;first-msg=0;flags=;id=7cdb7ca9-a824-46bf-8f8b-319d16ee8b7e;mod=0;returning-chatter=0;room-id=51700007;subscriber=0;tmi-sent-ts=1784431609446;turbo=0;user-id=161800291;user-type= :5starmidnight!5starmidnight@5starmidnight.tmi.twitch.tv PRIVMSG #lifeofrio :😂😂","message_id":"7cdb7ca9-a824-46bf-8f8b-319d16ee8b7e","user_id":"161800291","username":"5starmidnight","text":"😂😂","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431609446,"stream_offset_ms":1787446}
+{"channel":"lifeofrio","raw_message":"@badge-info=;badges=;client-nonce=1BB4AC37-D115-409F-BB3C-821A1BA5F69E;color=#0000FF;display-name=sandalphon613;emotes=;first-msg=0;flags=;id=68a3537d-ecdc-40db-a206-900f58d972e5;mod=0;returning-chatter=0;room-id=51700007;subscriber=0;tmi-sent-ts=1784431610524;turbo=0;user-id=772523372;user-type= :sandalphon613!sandalphon613@sandalphon613.tmi.twitch.tv PRIVMSG #lifeofrio :bro is on a warpath","message_id":"68a3537d-ecdc-40db-a206-900f58d972e5","user_id":"772523372","username":"sandalphon613","text":"bro is on a warpath","badges":{},"emotes":{},"tmi_sent_ts":1784431610524,"stream_offset_ms":1788524}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/8;badges=subscriber/6,bits/1000;client-nonce=B9CA5FCE-B24E-4D26-9069-4AFF403BB476;color=#FF0000;display-name=MidnightMedicXP;emotes=;first-msg=0;flags=0-3:P.3;id=024c7069-544c-4f8d-b569-45e28e6d0e95;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431613515;turbo=0;user-id=510726537;user-type= :midnightmedicxp!midnightmedicxp@midnightmedicxp.tmi.twitch.tv PRIVMSG #lifeofrio :lmao","message_id":"024c7069-544c-4f8d-b569-45e28e6d0e95","user_id":"510726537","username":"midnightmedicxp","text":"lmao","badges":{"subscriber":"6","bits":"1000"},"emotes":{},"tmi_sent_ts":1784431613515,"stream_offset_ms":1791515}
+{"channel":"lifeofrio","raw_message":"@badge-info=;badges=cryana/1;client-nonce=65432AD6-7481-4C5B-B308-0387E70626F6;color=#FF0000;display-name=gaarasands18;emotes=;first-msg=0;flags=;id=89c9e62f-bcef-45fe-87ea-4da994faf086;mod=0;returning-chatter=0;room-id=51700007;subscriber=0;tmi-sent-ts=1784431614442;turbo=0;user-id=87593708;user-type= :gaarasands18!gaarasands18@gaarasands18.tmi.twitch.tv PRIVMSG #lifeofrio :smoke alarm","message_id":"89c9e62f-bcef-45fe-87ea-4da994faf086","user_id":"87593708","username":"gaarasands18","text":"smoke alarm","badges":{"cryana":"1"},"emotes":{},"tmi_sent_ts":1784431614442,"stream_offset_ms":1792442}
+{"channel":"lifeofrio","raw_message":"@badge-info=;badges=;client-nonce=D038F4F1-BA8F-4B8A-B4BA-45573CA814DD;color=#0000FF;display-name=sandalphon613;emotes=;first-msg=0;flags=;id=16adbec1-66e5-4ec8-b027-d5b80b6c6e99;mod=0;returning-chatter=0;room-id=51700007;subscriber=0;tmi-sent-ts=1784431615905;turbo=0;user-id=772523372;user-type= :sandalphon613!sandalphon613@sandalphon613.tmi.twitch.tv PRIVMSG #lifeofrio :WARPATH","message_id":"16adbec1-66e5-4ec8-b027-d5b80b6c6e99","user_id":"772523372","username":"sandalphon613","text":"WARPATH","badges":{},"emotes":{},"tmi_sent_ts":1784431615905,"stream_offset_ms":1793905}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/2;badges=subscriber/0,premium/1;client-nonce=22d82bc2-89b1-4684-83bc-2e4fc68fbc22;color=#FF69B4;display-name=AkiraThefierce;emote-only=1;emotes=300232720:0-11,13-24,26-37;first-msg=0;flags=;id=e53ca7f8-9e9c-4790-9545-676dc821f946;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431616095;turbo=0;user-id=82217985;user-type= :akirathefierce!akirathefierce@akirathefierce.tmi.twitch.tv PRIVMSG #lifeofrio :riooOmegaLuL riooOmegaLuL riooOmegaLuL","message_id":"e53ca7f8-9e9c-4790-9545-676dc821f946","user_id":"82217985","username":"akirathefierce","text":"riooOmegaLuL riooOmegaLuL riooOmegaLuL","badges":{"subscriber":"0","premium":"1"},"emotes":{"300232720":["0-11","13-24","26-37"]},"tmi_sent_ts":1784431616095,"stream_offset_ms":1794095}
diff --git a/data/lucellia__20260719T032656856138.jsonl b/data/lucellia__20260719T032656856138.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f23229ab0dbe5a4c96fa6e562eac700629c67881
--- /dev/null
+++ b/data/lucellia__20260719T032656856138.jsonl
@@ -0,0 +1,4 @@
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/40;badges=subscriber/3036,bits/25000;client-nonce=983aad1a5d92491d99581ad1b7cf67b4;color=#8A2BE2;display-name=oldschoolcharlie;emote-only=1;emotes=emotesv2_9b5b20810632409492489d01398801e1:0-7;first-msg=0;flags=;id=b90de98e-16e3-4392-8046-c15467d8c3a8;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431606117;turbo=0;user-id=780098304;user-type= :oldschoolcharlie!oldschoolcharlie@oldschoolcharlie.tmi.twitch.tv PRIVMSG #lucellia :luceCozy","message_id":"b90de98e-16e3-4392-8046-c15467d8c3a8","user_id":"780098304","username":"oldschoolcharlie","text":"luceCozy","badges":{"subscriber":"3036","bits":"25000"},"emotes":{"emotesv2_9b5b20810632409492489d01398801e1":["0-7"]},"tmi_sent_ts":1784431606117,"stream_offset_ms":12415117}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/28;badges=subscriber/2024,sub-gifter/150;client-nonce=e89a34356d5848b29d1b0bbdd6e00a87;color=#5F9EA0;display-name=theonlyadroit;emotes=;first-msg=0;flags=;id=61fba92a-d393-44ef-b4ec-5975c31aeb45;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431607479;turbo=0;user-id=82111788;user-type= :theonlyadroit!theonlyadroit@theonlyadroit.tmi.twitch.tv PRIVMSG #lucellia :it would be underwelming to have a fund drive for your savings account","message_id":"61fba92a-d393-44ef-b4ec-5975c31aeb45","user_id":"82111788","username":"theonlyadroit","text":"it would be underwelming to have a fund drive for your savings account","badges":{"subscriber":"2024","sub-gifter":"150"},"emotes":{},"tmi_sent_ts":1784431607479,"stream_offset_ms":12416479}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/18;badges=subscriber/18,superultracombo-2023/1;client-nonce=7615fa0b479049d5ad67a489a59b13f5;color=#1E90FF;display-name=Steveh;emotes=emotesv2_367762234cbc485b84e3092f00536f8b:0-10;first-msg=0;flags=;id=0f838290-1e8e-4855-914e-fb55e3bc9a54;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431611423;turbo=0;user-id=42369430;user-type= :steveh!steveh@steveh.tmi.twitch.tv PRIVMSG #lucellia :luceScamper but double cheeked up on a thursday afternoon","message_id":"0f838290-1e8e-4855-914e-fb55e3bc9a54","user_id":"42369430","username":"steveh","text":"luceScamper but double cheeked up on a thursday afternoon","badges":{"subscriber":"18","superultracombo-2023":"1"},"emotes":{"emotesv2_367762234cbc485b84e3092f00536f8b":["0-10"]},"tmi_sent_ts":1784431611423,"stream_offset_ms":12420423}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/41;badges=moderator/1,subscriber/3036,artist-badge/1;color=#E2C4FB;display-name=jwunderl;emotes=emotesv2_3c2680902e2643e0a952938d49174c37:18-24/emotesv2_54fd4d2d9fab44a7a2f38cbd084691ef:26-34;first-msg=0;flags=;id=fbe0dbcf-92a9-421c-808e-ee060564c681;mod=1;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431615082;turbo=0;user-id=29616785;user-type=mod :jwunderl!jwunderl@jwunderl.tmi.twitch.tv PRIVMSG #lucellia :@oldschoolcharlie luceHii luceYAAAY","message_id":"fbe0dbcf-92a9-421c-808e-ee060564c681","user_id":"29616785","username":"jwunderl","text":"@oldschoolcharlie luceHii luceYAAAY","badges":{"moderator":"1","subscriber":"3036","artist-badge":"1"},"emotes":{"emotesv2_3c2680902e2643e0a952938d49174c37":["18-24"],"emotesv2_54fd4d2d9fab44a7a2f38cbd084691ef":["26-34"]},"tmi_sent_ts":1784431615082,"stream_offset_ms":12424082}
diff --git a/data/mcqueennlive__20260719T032656857136.jsonl b/data/mcqueennlive__20260719T032656857136.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6d1dcaed61e24e802398a8bb43f77c1c0d201cad
--- /dev/null
+++ b/data/mcqueennlive__20260719T032656857136.jsonl
@@ -0,0 +1,5 @@
+{"channel":"mcqueennlive","raw_message":"@badge-info=subscriber/10;badges=moderator/1,subscriber/3,sub-gifter/300;client-nonce=f5693e8fc4d44ca292c83bdb8d18e4bc;color=#00FF7F;display-name=tiannamarie212;emotes=;first-msg=0;flags=;id=ebac455f-d28b-438e-b50b-6e6a31e00ffe;mod=1;returning-chatter=0;room-id=175742254;subscriber=1;tmi-sent-ts=1784431606976;turbo=0;user-id=1361756071;user-type=mod :tiannamarie212!tiannamarie212@tiannamarie212.tmi.twitch.tv PRIVMSG #mcqueennlive :as long as we can here you that is what matters","message_id":"ebac455f-d28b-438e-b50b-6e6a31e00ffe","user_id":"1361756071","username":"tiannamarie212","text":"as long as we can here you that is what matters","badges":{"moderator":"1","subscriber":"3","sub-gifter":"300"},"emotes":{},"tmi_sent_ts":1784431606976,"stream_offset_ms":26202976}
+{"channel":"mcqueennlive","raw_message":"@badge-info=subscriber/2;badges=subscriber/0;client-nonce=797C2100-1C00-4C3A-AB8A-49F5135DAFDC;color=;display-name=IAmKiingArt;emotes=;first-msg=0;flags=;id=0e6d5c28-5330-4af7-a2f3-68b23540c526;mod=0;returning-chatter=0;room-id=175742254;subscriber=1;tmi-sent-ts=1784431610257;turbo=0;user-id=280102195;user-type= :iamkiingart!iamkiingart@iamkiingart.tmi.twitch.tv PRIVMSG #mcqueennlive :W 9K","message_id":"0e6d5c28-5330-4af7-a2f3-68b23540c526","user_id":"280102195","username":"iamkiingart","text":"W 9K","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431610257,"stream_offset_ms":26206257}
+{"channel":"mcqueennlive","raw_message":"@badge-info=subscriber/10;badges=moderator/1,subscriber/3,went-outside/1;client-nonce=6994825e-975e-4a82-bd4a-75e1a343397a;color=#DAA520;display-name=KingFresh82;emotes=;first-msg=0;flags=;id=c6934324-445a-4ea1-9fa0-30f6600454c3;mod=1;reply-parent-display-name=danielson822;reply-parent-msg-body=he\\sbeen\\swith\\sddg\\sor\\snah\\schat?;reply-parent-msg-id=5bfdbf48-d534-4f81-a81a-85673a15e187;reply-parent-user-id=524723081;reply-parent-user-login=danielson822;reply-thread-parent-display-name=danielson822;reply-thread-parent-msg-id=5bfdbf48-d534-4f81-a81a-85673a15e187;reply-thread-parent-user-id=524723081;reply-thread-parent-user-login=danielson822;returning-chatter=0;room-id=175742254;subscriber=1;tmi-sent-ts=1784431611155;turbo=0;user-id=589382786;user-type=mod :kingfresh82!kingfresh82@kingfresh82.tmi.twitch.tv PRIVMSG #mcqueennlive :@danielson822 Nuthen happened","message_id":"c6934324-445a-4ea1-9fa0-30f6600454c3","user_id":"589382786","username":"kingfresh82","text":"@danielson822 Nuthen happened","badges":{"moderator":"1","subscriber":"3","went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431611155,"stream_offset_ms":26207155}
+{"channel":"mcqueennlive","raw_message":"@badge-info=;badges=premium/1;client-nonce=E499A1FF-E346-4AB1-843E-0F96EEA316BC;color=;display-name=Jamdat33;emotes=;first-msg=0;flags=;id=12e6ca54-eb75-44b6-8302-7996726638bc;mod=0;returning-chatter=0;room-id=175742254;subscriber=0;tmi-sent-ts=1784431611386;turbo=0;user-id=74919568;user-type= :jamdat33!jamdat33@jamdat33.tmi.twitch.tv PRIVMSG #mcqueennlive :YOU ON WRONG BUS BRO","message_id":"12e6ca54-eb75-44b6-8302-7996726638bc","user_id":"74919568","username":"jamdat33","text":"YOU ON WRONG BUS BRO","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431611386,"stream_offset_ms":26207386}
+{"channel":"mcqueennlive","raw_message":"@badge-info=subscriber/10;badges=moderator/1,subscriber/3,sub-gifter/300;client-nonce=c20e0146801e41ada4859e9e313745bd;color=#00FF7F;display-name=tiannamarie212;emotes=;first-msg=0;flags=;id=052cc1df-cb5e-4ac2-a4be-daea99c09090;mod=1;returning-chatter=0;room-id=175742254;subscriber=1;tmi-sent-ts=1784431612356;turbo=0;user-id=1361756071;user-type=mod :tiannamarie212!tiannamarie212@tiannamarie212.tmi.twitch.tv PRIVMSG #mcqueennlive :don't end the stream","message_id":"052cc1df-cb5e-4ac2-a4be-daea99c09090","user_id":"1361756071","username":"tiannamarie212","text":"don't end the stream","badges":{"moderator":"1","subscriber":"3","sub-gifter":"300"},"emotes":{},"tmi_sent_ts":1784431612356,"stream_offset_ms":26208356}
diff --git a/data/meat__20260719T032656860304.jsonl b/data/meat__20260719T032656860304.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dd45e2b0b5e72763b49080412171f57faed5b6db
--- /dev/null
+++ b/data/meat__20260719T032656860304.jsonl
@@ -0,0 +1,4 @@
+{"channel":"meat","raw_message":"@badge-info=subscriber/47;badges=subscriber/24,blossom-badge/4;client-nonce=c7d4582853004a75b8016fb651f80395;color=#00FF7F;display-name=BigBobsBussy;emotes=emotesv2_7ea7b40f29d04e858f2f33fe7efcaf51:3-13;first-msg=0;flags=;id=305833f7-8de3-4231-9e1e-ceb9f80f7bb6;mod=0;returning-chatter=0;room-id=597184343;subscriber=1;tmi-sent-ts=1784431613677;turbo=0;user-id=757258909;user-type= :bigbobsbussy!bigbobsbussy@bigbobsbussy.tmi.twitch.tv PRIVMSG #meat :wb meatsFLOWER !!!!","message_id":"305833f7-8de3-4231-9e1e-ceb9f80f7bb6","user_id":"757258909","username":"bigbobsbussy","text":"wb meatsFLOWER !!!!","badges":{"subscriber":"24","blossom-badge":"4"},"emotes":{"emotesv2_7ea7b40f29d04e858f2f33fe7efcaf51":["3-13"]},"tmi_sent_ts":1784431613677,"stream_offset_ms":4580677}
+{"channel":"meat","raw_message":"@badge-info=;badges=fischer/1;client-nonce=6b96347fc27e4357b8f0453d7836f4f9;color=#FF69B4;display-name=mochalex;emotes=;first-msg=0;flags=;id=d7834d82-1a79-4e0b-ae36-5f39de8b0d9b;mod=0;returning-chatter=0;room-id=597184343;subscriber=0;tmi-sent-ts=1784431615948;turbo=0;user-id=49199391;user-type= :mochalex!mochalex@mochalex.tmi.twitch.tv PRIVMSG #meat :hi meat! meatHI","message_id":"d7834d82-1a79-4e0b-ae36-5f39de8b0d9b","user_id":"49199391","username":"mochalex","text":"hi meat! meatHI","badges":{"fischer":"1"},"emotes":{},"tmi_sent_ts":1784431615948,"stream_offset_ms":4582948}
+{"channel":"meat","raw_message":"@badge-info=subscriber/54;badges=moderator/1,subscriber/24,winston-overwatch/1;client-nonce=ff3200bc-f5bf-4366-9434-ff331991913f;color=#00FF7F;display-name=Wumbo_117;emotes=;first-msg=0;flags=;id=8e6bb27d-daa2-4d09-ada2-49e6801cc30c;mod=1;returning-chatter=0;room-id=597184343;subscriber=1;tmi-sent-ts=1784431616166;turbo=0;user-id=35716842;user-type=mod :wumbo_117!wumbo_117@wumbo_117.tmi.twitch.tv PRIVMSG #meat :Hiiiii","message_id":"8e6bb27d-daa2-4d09-ada2-49e6801cc30c","user_id":"35716842","username":"wumbo_117","text":"Hiiiii","badges":{"moderator":"1","subscriber":"24","winston-overwatch":"1"},"emotes":{},"tmi_sent_ts":1784431616166,"stream_offset_ms":4583166}
+{"channel":"meat","raw_message":"@badge-info=subscriber/62;badges=subscriber/24;client-nonce=22b09c624e1f48f0b0c3b2fa99819ebb;color=#00FF9E;display-name=Wattchit;emotes=;first-msg=0;flags=;id=492f1c74-bff4-48b5-9a10-8292fcede93f;mod=0;returning-chatter=0;room-id=597184343;subscriber=1;tmi-sent-ts=1784431616457;turbo=0;user-id=102461705;user-type= :wattchit!wattchit@wattchit.tmi.twitch.tv PRIVMSG #meat :wb!","message_id":"492f1c74-bff4-48b5-9a10-8292fcede93f","user_id":"102461705","username":"wattchit","text":"wb!","badges":{"subscriber":"24"},"emotes":{},"tmi_sent_ts":1784431616457,"stream_offset_ms":4583457}
diff --git a/data/moonryde__20260719T032656856308.jsonl b/data/moonryde__20260719T032656856308.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..066d2c7d54d7310936529d0f9367239e9580c409
--- /dev/null
+++ b/data/moonryde__20260719T032656856308.jsonl
@@ -0,0 +1,8 @@
+{"channel":"moonryde","raw_message":"@badge-info=;badges=;client-nonce=222F9F56-20CF-44F7-96E1-97482DEA4BD7;color=;display-name=xxalexxx99x;emotes=;first-msg=0;flags=;id=f74a58af-869f-4004-906f-599cbe8be736;mod=0;returning-chatter=0;room-id=48192899;source-id=f74a58af-869f-4004-906f-599cbe8be736;source-only=0;source-room-id=48192899;subscriber=0;tmi-sent-ts=1784431606307;turbo=0;user-id=1437047984;user-type= :xxalexxx99x!xxalexxx99x@xxalexxx99x.tmi.twitch.tv PRIVMSG #moonryde :sono mortiiiii","message_id":"f74a58af-869f-4004-906f-599cbe8be736","user_id":"1437047984","username":"xxalexxx99x","text":"sono mortiiiii","badges":{},"emotes":{},"tmi_sent_ts":1784431606307,"stream_offset_ms":23119307}
+{"channel":"moonryde","raw_message":"@badge-info=;badges=hype-train/2;client-nonce=f38a0004676645f180914203a5900785;color=#00F5FF;display-name=DLNDylan_;emotes=;flags=;id=f6998ffe-998c-4ff4-b608-1dc7834016cf;mod=0;room-id=48192899;source-badge-info=subscriber/73;source-badges=subscriber/0,blossom-badge/4;source-id=c87ceef5-7bc2-490e-9757-608a843a894b;source-only=0;source-room-id=63072834;subscriber=0;tmi-sent-ts=1784431606400;turbo=0;user-id=256460806;user-type= :dlndylan_!dlndylan_@dlndylan_.tmi.twitch.tv PRIVMSG #moonryde :Full dead ?","message_id":"f6998ffe-998c-4ff4-b608-1dc7834016cf","user_id":"256460806","username":"dlndylan_","text":"Full dead ?","badges":{"hype-train":"2"},"emotes":{},"tmi_sent_ts":1784431606400,"stream_offset_ms":23119400}
+{"channel":"moonryde","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,first-stand-2026-viewer/1;client-nonce=25d46800b5994624a5b51145925f16f5;color=#00FF7F;display-name=mozzarella_affumicata;emotes=;first-msg=0;flags=;id=119a1001-7578-49bb-aa8c-35ebb4def09c;mod=0;returning-chatter=0;room-id=48192899;source-badge-info=subscriber/1;source-badges=subscriber/0,first-stand-2026-viewer/1;source-id=119a1001-7578-49bb-aa8c-35ebb4def09c;source-only=0;source-room-id=48192899;subscriber=1;tmi-sent-ts=1784431607279;turbo=0;user-id=403632171;user-type= :mozzarella_affumicata!mozzarella_affumicata@mozzarella_affumicata.tmi.twitch.tv PRIVMSG #moonryde :speriamo solo non estraggano l'altro faro quelli che stanno sotto di voi","message_id":"119a1001-7578-49bb-aa8c-35ebb4def09c","user_id":"403632171","username":"mozzarella_affumicata","text":"speriamo solo non estraggano l'altro faro quelli che stanno sotto di voi","badges":{"subscriber":"0","first-stand-2026-viewer":"1"},"emotes":{},"tmi_sent_ts":1784431607279,"stream_offset_ms":23120279}
+{"channel":"moonryde","raw_message":"@badge-info=;badges=;client-nonce=87176c7dc2954be38401c88bd6f86f68;color=#DAA520;display-name=GladiatoreCorrotto;emotes=;flags=;id=89ed7b1e-11a4-4708-9b53-32e69480b827;mod=0;room-id=48192899;source-id=40d6308f-a90a-48ef-a6f2-6b2050e3b8a1;source-only=0;source-room-id=63072834;subscriber=0;tmi-sent-ts=1784431607568;turbo=0;user-id=414473095;user-type= :gladiatorecorrotto!gladiatorecorrotto@gladiatorecorrotto.tmi.twitch.tv PRIVMSG #moonryde :aggiornamenti sugli altri della classifica che erano nella partita di prima","message_id":"89ed7b1e-11a4-4708-9b53-32e69480b827","user_id":"414473095","username":"gladiatorecorrotto","text":"aggiornamenti sugli altri della classifica che erano nella partita di prima","badges":{},"emotes":{},"tmi_sent_ts":1784431607568,"stream_offset_ms":23120568}
+{"channel":"moonryde","raw_message":"@badge-info=;badges=hype-train/2;client-nonce=151ea6f23ee84611bdecc93e1f9ff180;color=#00F5FF;display-name=DLNDylan_;emotes=;flags=;id=0f96bbe6-2fe9-4038-8fb1-ca6d48915d2b;mod=0;room-id=48192899;source-badge-info=subscriber/73;source-badges=subscriber/0,blossom-badge/4;source-id=c033f0f2-0304-4b42-85ba-09c4c54cd30f;source-only=0;source-room-id=63072834;subscriber=0;tmi-sent-ts=1784431609066;turbo=0;user-id=256460806;user-type= :dlndylan_!dlndylan_@dlndylan_.tmi.twitch.tv PRIVMSG #moonryde :Tutti morti ?","message_id":"0f96bbe6-2fe9-4038-8fb1-ca6d48915d2b","user_id":"256460806","username":"dlndylan_","text":"Tutti morti ?","badges":{"hype-train":"2"},"emotes":{},"tmi_sent_ts":1784431609066,"stream_offset_ms":23122066}
+{"channel":"moonryde","raw_message":"@badge-info=;badges=;client-nonce=EF9660E7-F7AC-4863-8AEB-F0DA171A81DA;color=;display-name=xxalexxx99x;emotes=;first-msg=0;flags=;id=f33f8467-735a-432b-96de-ce6261812f3b;mod=0;returning-chatter=0;room-id=48192899;source-id=f33f8467-735a-432b-96de-ce6261812f3b;source-only=0;source-room-id=48192899;subscriber=0;tmi-sent-ts=1784431610587;turbo=0;user-id=1437047984;user-type= :xxalexxx99x!xxalexxx99x@xxalexxx99x.tmi.twitch.tv PRIVMSG #moonryde :mortiiio","message_id":"f33f8467-735a-432b-96de-ce6261812f3b","user_id":"1437047984","username":"xxalexxx99x","text":"mortiiio","badges":{},"emotes":{},"tmi_sent_ts":1784431610587,"stream_offset_ms":23123587}
+{"channel":"moonryde","raw_message":"@badge-info=;badges=crimson-desert---crest/1;client-nonce=C96B0F3E-9F4F-4B40-BB40-0F70A512A8F3;color=#8A2BE2;display-name=Marcoli_001;emotes=;flags=;id=9524d09f-afc7-4b3d-ad15-19e556ea2298;mod=0;room-id=48192899;source-badge-info=subscriber/2;source-badges=subscriber/0,crimson-desert---crest/1;source-id=529e1032-eee2-4dc6-8af4-2cb5126830a7;source-only=0;source-room-id=63072834;subscriber=0;tmi-sent-ts=1784431611338;turbo=0;user-id=993998317;user-type= :marcoli_001!marcoli_001@marcoli_001.tmi.twitch.tv PRIVMSG #moonryde :godo","message_id":"9524d09f-afc7-4b3d-ad15-19e556ea2298","user_id":"993998317","username":"marcoli_001","text":"godo","badges":{"crimson-desert---crest":"1"},"emotes":{},"tmi_sent_ts":1784431611338,"stream_offset_ms":23124338}
+{"channel":"moonryde","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=068f019fb195459dbf1ffd3659b7f3e0;color=#5F9EA0;display-name=TriadFusion;emotes=;flags=;id=4cd416b7-b792-4eee-96b2-a16eff9478b5;mod=0;reply-parent-display-name=DLNDylan_;reply-parent-msg-body=Tutti\\smorti\\s?;reply-parent-msg-id=0f96bbe6-2fe9-4038-8fb1-ca6d48915d2b;reply-parent-user-id=256460806;reply-parent-user-login=dlndylan_;reply-thread-parent-display-name=DLNDylan_;reply-thread-parent-msg-id=0f96bbe6-2fe9-4038-8fb1-ca6d48915d2b;reply-thread-parent-user-id=256460806;reply-thread-parent-user-login=dlndylan_;room-id=48192899;source-badge-info=subscriber/8;source-badges=subscriber/0,football-fest-2026/1;source-id=5cfe64e2-8aa8-49a4-a724-be04eb329164;source-only=0;source-room-id=63072834;subscriber=0;tmi-sent-ts=1784431613544;turbo=0;user-id=679155697;user-type= :triadfusion!triadfusion@triadfusion.tmi.twitch.tv PRIVMSG #moonryde :@DLNDylan_ si","message_id":"4cd416b7-b792-4eee-96b2-a16eff9478b5","user_id":"679155697","username":"triadfusion","text":"@DLNDylan_ si","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431613544,"stream_offset_ms":23126544}
diff --git a/data/mrsroni__20260719T032656860158.jsonl b/data/mrsroni__20260719T032656860158.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..62bf41931db522dbc917363511494725f9fbfc0e
--- /dev/null
+++ b/data/mrsroni__20260719T032656860158.jsonl
@@ -0,0 +1 @@
+{"channel":"mrsroni","raw_message":"@badge-info=subscriber/12;badges=moderator/1,subscriber/2012,sub-gifter/300;client-nonce=BF51CA2F-4956-4142-85A8-18F3852ADC36;color=#D8A1F3;display-name=aylinxmlv;emotes=;first-msg=0;flags=;id=279d5c6f-badc-49b4-b14b-4928f1cae9d1;mod=1;returning-chatter=0;room-id=501133499;subscriber=1;tmi-sent-ts=1784431613032;turbo=0;user-id=1252866592;user-type=mod :aylinxmlv!aylinxmlv@aylinxmlv.tmi.twitch.tv PRIVMSG #mrsroni :@timbom12 schlaf guut","message_id":"279d5c6f-badc-49b4-b14b-4928f1cae9d1","user_id":"1252866592","username":"aylinxmlv","text":"@timbom12 schlaf guut","badges":{"moderator":"1","subscriber":"2012","sub-gifter":"300"},"emotes":{},"tmi_sent_ts":1784431613032,"stream_offset_ms":32426032}
diff --git a/data/nicob__20260719T032656857643.jsonl b/data/nicob__20260719T032656857643.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8eb9d01e627bcbd821e9b21677e3ab4508b2845a
--- /dev/null
+++ b/data/nicob__20260719T032656857643.jsonl
@@ -0,0 +1,2 @@
+{"channel":"nicob","raw_message":"@badge-info=subscriber/78;badges=moderator/1,subscriber/78,star-force-mega-man/1;client-nonce=93cd83a8273e4379b8c0ec20309b7072;color=#1E90FF;display-name=Sora_Souda;emotes=;first-msg=0;flags=;id=c0009ae1-5cfd-4881-b630-ab8577eda517;mod=1;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431607219;turbo=0;user-id=186000109;user-type=mod :sora_souda!sora_souda@sora_souda.tmi.twitch.tv PRIVMSG #nicob :HOT YET EWWW","message_id":"c0009ae1-5cfd-4881-b630-ab8577eda517","user_id":"186000109","username":"sora_souda","text":"HOT YET EWWW","badges":{"moderator":"1","subscriber":"78","star-force-mega-man":"1"},"emotes":{},"tmi_sent_ts":1784431607219,"stream_offset_ms":13696219}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/28;badges=subscriber/24,premium/1;client-nonce=40553E8C-6790-429E-904E-B33B24C1CA07;color=;display-name=pikaman2008;emotes=;first-msg=0;flags=;id=8986f988-d9d8-4cad-b79f-67a6a9708f29;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431615386;turbo=0;user-id=731899010;user-type= :pikaman2008!pikaman2008@pikaman2008.tmi.twitch.tv PRIVMSG #nicob :Probably his Blitzball powers","message_id":"8986f988-d9d8-4cad-b79f-67a6a9708f29","user_id":"731899010","username":"pikaman2008","text":"Probably his Blitzball powers","badges":{"subscriber":"24","premium":"1"},"emotes":{},"tmi_sent_ts":1784431615386,"stream_offset_ms":13704386}
diff --git a/data/notbilzo__20260719T032656857387.jsonl b/data/notbilzo__20260719T032656857387.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..91417171a33b413b669a26205657c395b4401fa6
--- /dev/null
+++ b/data/notbilzo__20260719T032656857387.jsonl
@@ -0,0 +1,12 @@
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=football-fest-2026/1;color=#DAA520;display-name=bradythegoat5789;emotes=;first-msg=0;flags=;id=2590e9a6-b5af-4322-8b60-6713709da00e;mod=0;msg-id=highlighted-message;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431607128;turbo=0;user-id=1049193077;user-type= :bradythegoat5789!bradythegoat5789@bradythegoat5789.tmi.twitch.tv PRIVMSG #notbilzo :SAVE KAI hurry up","message_id":"2590e9a6-b5af-4322-8b60-6713709da00e","user_id":"1049193077","username":"bradythegoat5789","text":"SAVE KAI hurry up","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431607128,"stream_offset_ms":7280128}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=699EFEBB-5B04-40D8-B997-FB3F83206037;color=;display-name=everlymermaid;emotes=;first-msg=0;flags=;id=3e7e7ca6-4265-4f94-8f13-76d4f341fbd3;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431607871;turbo=0;user-id=1500850068;user-type= :everlymermaid!everlymermaid@everlymermaid.tmi.twitch.tv PRIVMSG #notbilzo :ooo shi is that bilzo","message_id":"3e7e7ca6-4265-4f94-8f13-76d4f341fbd3","user_id":"1500850068","username":"everlymermaid","text":"ooo shi is that bilzo","badges":{},"emotes":{},"tmi_sent_ts":1784431607871,"stream_offset_ms":7280871}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=turbo/1;client-nonce=3780eee9f768444f80d9a0202a3424fc;color=;display-name=mindofaafrican;emotes=;first-msg=0;flags=;id=9ccef808-89d9-4653-a863-227f506b214c;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431608884;turbo=1;user-id=852989770;user-type= :mindofaafrican!mindofaafrican@mindofaafrican.tmi.twitch.tv PRIVMSG #notbilzo :bilzo contact me 5029002966","message_id":"9ccef808-89d9-4653-a863-227f506b214c","user_id":"852989770","username":"mindofaafrican","text":"bilzo contact me 5029002966","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431608884,"stream_offset_ms":7281884}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=turbo/1;client-nonce=684F0527-0160-4448-9476-FAACEA24F877;color=;display-name=910_made;emotes=;first-msg=1;flags=;id=358cbedd-a2b5-4039-911c-6b8778f701ec;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431611049;turbo=1;user-id=1221172870;user-type= :910_made!910_made@910_made.tmi.twitch.tv PRIVMSG #notbilzo :they can’t get in?","message_id":"358cbedd-a2b5-4039-911c-6b8778f701ec","user_id":"1221172870","username":"910_made","text":"they can’t get in?","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431611049,"stream_offset_ms":7284049}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;color=;display-name=moeweezyfosheezy;emotes=;first-msg=0;flags=;id=5d685a7f-62d5-4ba6-9581-1073355ac6f7;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431611157;turbo=0;user-id=692550528;user-type= :moeweezyfosheezy!moeweezyfosheezy@moeweezyfosheezy.tmi.twitch.tv PRIVMSG #notbilzo :ima do you like diddy gang","message_id":"5d685a7f-62d5-4ba6-9581-1073355ac6f7","user_id":"692550528","username":"moeweezyfosheezy","text":"ima do you like diddy gang","badges":{},"emotes":{},"tmi_sent_ts":1784431611157,"stream_offset_ms":7284157}
+{"channel":"notbilzo","raw_message":"@badge-info=founder/4;badges=moderator/1,founder/0,subtember-2025/1;client-nonce=f8f83b038154486ba2f459989573d817;color=#FFF600;display-name=rrr0n;emotes=;first-msg=0;flags=;id=790ef4a1-6a21-4b22-ae65-6255c902652e;mod=1;returning-chatter=0;room-id=806526394;subscriber=1;tmi-sent-ts=1784431611566;turbo=0;user-id=104611932;user-type=mod :rrr0n!rrr0n@rrr0n.tmi.twitch.tv PRIVMSG #notbilzo :vote on poll chat","message_id":"790ef4a1-6a21-4b22-ae65-6255c902652e","user_id":"104611932","username":"rrr0n","text":"vote on poll chat","badges":{"moderator":"1","founder":"0","subtember-2025":"1"},"emotes":{},"tmi_sent_ts":1784431611566,"stream_offset_ms":7284566}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=ECCF5A8F-6CB1-4C75-8B95-29588DCDE431;color=;display-name=glitter137;emotes=;first-msg=0;flags=;id=5ededec6-e5c5-4062-a6e6-31feb3a0a44e;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431611712;turbo=0;user-id=1520462121;user-type= :glitter137!glitter137@glitter137.tmi.twitch.tv PRIVMSG #notbilzo :Save Kai","message_id":"5ededec6-e5c5-4062-a6e6-31feb3a0a44e","user_id":"1520462121","username":"glitter137","text":"Save Kai","badges":{},"emotes":{},"tmi_sent_ts":1784431611712,"stream_offset_ms":7284712}
+{"channel":"notbilzo","raw_message":"@badge-info=founder/4;badges=moderator/1,founder/0,subtember-2025/1;client-nonce=6cbe57904b684ac4913763b484111617;color=#FFF600;display-name=rrr0n;emotes=;first-msg=0;flags=;id=665f53d2-3ff7-4a14-9b48-26c2976acc9e;mod=1;returning-chatter=0;room-id=806526394;subscriber=1;tmi-sent-ts=1784431611845;turbo=0;user-id=104611932;user-type=mod :rrr0n!rrr0n@rrr0n.tmi.twitch.tv PRIVMSG #notbilzo :vote on poll chat","message_id":"665f53d2-3ff7-4a14-9b48-26c2976acc9e","user_id":"104611932","username":"rrr0n","text":"vote on poll chat","badges":{"moderator":"1","founder":"0","subtember-2025":"1"},"emotes":{},"tmi_sent_ts":1784431611845,"stream_offset_ms":7284845}
+{"channel":"notbilzo","raw_message":"@badge-info=founder/4;badges=moderator/1,founder/0,subtember-2025/1;client-nonce=bec33bc1605441078856fc93bd9e8d41;color=#FFF600;display-name=rrr0n;emotes=;first-msg=0;flags=;id=2189c920-0e75-4eff-881d-eb8b68438fa9;mod=1;returning-chatter=0;room-id=806526394;subscriber=1;tmi-sent-ts=1784431612041;turbo=0;user-id=104611932;user-type=mod :rrr0n!rrr0n@rrr0n.tmi.twitch.tv PRIVMSG #notbilzo :vote on poll chat","message_id":"2189c920-0e75-4eff-881d-eb8b68438fa9","user_id":"104611932","username":"rrr0n","text":"vote on poll chat","badges":{"moderator":"1","founder":"0","subtember-2025":"1"},"emotes":{},"tmi_sent_ts":1784431612041,"stream_offset_ms":7285041}
+{"channel":"notbilzo","raw_message":"@badge-info=founder/4;badges=moderator/1,founder/0,subtember-2025/1;client-nonce=aaf8f30f245341d4b2ffb79d3bdcdc67;color=#FFF600;display-name=rrr0n;emotes=;first-msg=0;flags=;id=47c5cd9d-71bc-4837-a030-275bdaf8bcdf;mod=1;returning-chatter=0;room-id=806526394;subscriber=1;tmi-sent-ts=1784431612218;turbo=0;user-id=104611932;user-type=mod :rrr0n!rrr0n@rrr0n.tmi.twitch.tv PRIVMSG #notbilzo :vote on poll chat","message_id":"47c5cd9d-71bc-4837-a030-275bdaf8bcdf","user_id":"104611932","username":"rrr0n","text":"vote on poll chat","badges":{"moderator":"1","founder":"0","subtember-2025":"1"},"emotes":{},"tmi_sent_ts":1784431612218,"stream_offset_ms":7285218}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=98A222B8-9609-4486-8BFE-F8C14FAAC13B;color=;display-name=bennett_m3;emotes=;first-msg=1;flags=;id=48f5b92b-d3bf-4242-989d-e01ca0050891;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431612944;turbo=0;user-id=1316534943;user-type= :bennett_m3!bennett_m3@bennett_m3.tmi.twitch.tv PRIVMSG #notbilzo :what happened to Kai","message_id":"48f5b92b-d3bf-4242-989d-e01ca0050891","user_id":"1316534943","username":"bennett_m3","text":"what happened to Kai","badges":{},"emotes":{},"tmi_sent_ts":1784431612944,"stream_offset_ms":7285944}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=5B310F97-4D3E-40C1-9E9E-3A5CDE2C5FD0;color=;display-name=glitter137;emotes=;first-msg=0;flags=;id=745c1614-d42e-4dce-a1b6-18c3ef959c47;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431615246;turbo=0;user-id=1520462121;user-type= :glitter137!glitter137@glitter137.tmi.twitch.tv PRIVMSG #notbilzo :save Kai","message_id":"745c1614-d42e-4dce-a1b6-18c3ef959c47","user_id":"1520462121","username":"glitter137","text":"save Kai","badges":{},"emotes":{},"tmi_sent_ts":1784431615246,"stream_offset_ms":7288246}
diff --git a/data/onepumpwillie__20260719T032656859399.jsonl b/data/onepumpwillie__20260719T032656859399.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..967e91ce69d8bc38bbf011a3f286ecd997770f0e
--- /dev/null
+++ b/data/onepumpwillie__20260719T032656859399.jsonl
@@ -0,0 +1,3 @@
+{"channel":"onepumpwillie","raw_message":"@badge-info=;badges=;client-nonce=4608d10b6bb24d3788e89788f0513009;color=#648FA9;display-name=ImHCzz;emotes=;first-msg=0;flags=;id=431973c4-8a69-4ee2-9871-bba663c3bab3;mod=0;returning-chatter=0;room-id=264084087;subscriber=0;tmi-sent-ts=1784431610393;turbo=0;user-id=87349522;user-type= :imhczz!imhczz@imhczz.tmi.twitch.tv PRIVMSG #onepumpwillie :might have to be a tuber with all the predict snipes","message_id":"431973c4-8a69-4ee2-9871-bba663c3bab3","user_id":"87349522","username":"imhczz","text":"might have to be a tuber with all the predict snipes","badges":{},"emotes":{},"tmi_sent_ts":1784431610393,"stream_offset_ms":20545393}
+{"channel":"onepumpwillie","raw_message":"@badge-info=;badges=glhf-pledge/1;client-nonce=7d91ab40dad64380a97809ef0908690d;color=#00F3E3;display-name=z_k_y;emotes=;first-msg=0;flags=;id=4d47bb6e-1554-4568-be48-d66369a8c0e1;mod=0;reply-parent-display-name=dovvaaaa;reply-parent-msg-body=@z_k_y\\swait\\swhat\\sreally;reply-parent-msg-id=0233dc2f-1698-48ed-abe1-bd3a18b7e3a5;reply-parent-user-id=758399129;reply-parent-user-login=dovvaaaa;reply-thread-parent-display-name=dovvaaaa;reply-thread-parent-msg-id=0233dc2f-1698-48ed-abe1-bd3a18b7e3a5;reply-thread-parent-user-id=758399129;reply-thread-parent-user-login=dovvaaaa;returning-chatter=0;room-id=264084087;subscriber=0;tmi-sent-ts=1784431614812;turbo=0;user-id=435562821;user-type= :z_k_y!z_k_y@z_k_y.tmi.twitch.tv PRIVMSG #onepumpwillie :@dovvaaaa I believe so, he's in texas","message_id":"4d47bb6e-1554-4568-be48-d66369a8c0e1","user_id":"435562821","username":"z_k_y","text":"@dovvaaaa I believe so, he's in texas","badges":{"glhf-pledge":"1"},"emotes":{},"tmi_sent_ts":1784431614812,"stream_offset_ms":20549812}
+{"channel":"onepumpwillie","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,dead-by-daylight-icon/1;client-nonce=B53745C3-0E85-420E-8BC1-710F0837713C;color=#008000;display-name=skyviper4life;emotes=;first-msg=0;flags=;id=3d782a9e-4ad5-4702-927e-6f47f53ac1c7;mod=0;reply-parent-display-name=z_k_y;reply-parent-msg-body=willie\\scan\\sget\\seast\\sand\\swest\\sservers;reply-parent-msg-id=732ca580-282b-4060-8c61-7fbc0ef4c6da;reply-parent-user-id=435562821;reply-parent-user-login=z_k_y;reply-thread-parent-display-name=z_k_y;reply-thread-parent-msg-id=732ca580-282b-4060-8c61-7fbc0ef4c6da;reply-thread-parent-user-id=435562821;reply-thread-parent-user-login=z_k_y;returning-chatter=0;room-id=264084087;subscriber=1;tmi-sent-ts=1784431615749;turbo=0;user-id=970148936;user-type= :skyviper4life!skyviper4life@skyviper4life.tmi.twitch.tv PRIVMSG #onepumpwillie :@z_k_y he’s central US so I think it varies by game tbh","message_id":"3d782a9e-4ad5-4702-927e-6f47f53ac1c7","user_id":"970148936","username":"skyviper4life","text":"@z_k_y he’s central US so I think it varies by game tbh","badges":{"subscriber":"2","dead-by-daylight-icon":"1"},"emotes":{},"tmi_sent_ts":1784431615749,"stream_offset_ms":20550749}
diff --git a/data/perra__20260719T032656858173.jsonl b/data/perra__20260719T032656858173.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..851a5159fab6295b773451c5f6a691ed0f4f4af5
--- /dev/null
+++ b/data/perra__20260719T032656858173.jsonl
@@ -0,0 +1,8 @@
+{"channel":"perra","raw_message":"@badge-info=subscriber/38;badges=moderator/1,subscriber/36,detroit-blue-led/1;client-nonce=9488920c6baf420eb80191ddeade750a;color=#FACDFF;display-name=FANGY888;emotes=;first-msg=0;flags=;id=a94a795f-a368-40c4-b6c7-518cabc650e9;mod=1;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431607776;turbo=0;user-id=491169309;user-type=mod :fangy888!fangy888@fangy888.tmi.twitch.tv PRIVMSG #perra :f1","message_id":"a94a795f-a368-40c4-b6c7-518cabc650e9","user_id":"491169309","username":"fangy888","text":"f1","badges":{"moderator":"1","subscriber":"36","detroit-blue-led":"1"},"emotes":{},"tmi_sent_ts":1784431607776,"stream_offset_ms":154105776}
+{"channel":"perra","raw_message":"@badge-info=subscriber/16;badges=subscriber/12,football-fest-2026/1;client-nonce=7c021337-8e37-4ccd-98d0-027ded1f1fad;color=#DAA520;display-name=affex7m;emotes=;first-msg=0;flags=;id=da0343ca-dad8-4d49-9cdf-a24cc171e38b;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431607866;turbo=0;user-id=817569007;user-type= :affex7m!affex7m@affex7m.tmi.twitch.tv PRIVMSG #perra :f2","message_id":"da0343ca-dad8-4d49-9cdf-a24cc171e38b","user_id":"817569007","username":"affex7m","text":"f2","badges":{"subscriber":"12","football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431607866,"stream_offset_ms":154105866}
+{"channel":"perra","raw_message":"@badge-info=subscriber/8;badges=subscriber/6,sub-gifter/1;client-nonce=49c24aa820c74d6b8296c03b69fb1998;color=#1E90FF;display-name=blavittleon;emotes=;first-msg=0;flags=;id=cebeb32b-fb09-4f97-a831-db4bad6398bc;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431607898;turbo=0;user-id=695952091;user-type= :blavittleon!blavittleon@blavittleon.tmi.twitch.tv PRIVMSG #perra :f1","message_id":"cebeb32b-fb09-4f97-a831-db4bad6398bc","user_id":"695952091","username":"blavittleon","text":"f1","badges":{"subscriber":"6","sub-gifter":"1"},"emotes":{},"tmi_sent_ts":1784431607898,"stream_offset_ms":154105898}
+{"channel":"perra","raw_message":"@badge-info=subscriber/18;badges=subscriber/18,partner/1;client-nonce=57502A0C-9C84-40B3-B843-76BF60E18686;color=#8A2BE2;display-name=ItzMeBexx;emotes=;first-msg=0;flags=;id=b580b3b6-05a1-4e38-ad71-32a40ec98037;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431610314;turbo=0;user-id=415691600;user-type= :itzmebexx!itzmebexx@itzmebexx.tmi.twitch.tv PRIVMSG #perra :Jahopp","message_id":"b580b3b6-05a1-4e38-ad71-32a40ec98037","user_id":"415691600","username":"itzmebexx","text":"Jahopp","badges":{"subscriber":"18","partner":"1"},"emotes":{},"tmi_sent_ts":1784431610314,"stream_offset_ms":154108314}
+{"channel":"perra","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,no_audio/1;client-nonce=1b9398af35914eb58c8a77308c48fcd1;color=#0000FF;display-name=piggelinennn;emotes=;first-msg=0;flags=;id=d8c5e254-bc15-484a-b66f-3c174852008b;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431612665;turbo=0;user-id=938362656;user-type= :piggelinennn!piggelinennn@piggelinennn.tmi.twitch.tv PRIVMSG #perra :f1","message_id":"d8c5e254-bc15-484a-b66f-3c174852008b","user_id":"938362656","username":"piggelinennn","text":"f1","badges":{"subscriber":"2","no_audio":"1"},"emotes":{},"tmi_sent_ts":1784431612665,"stream_offset_ms":154110665}
+{"channel":"perra","raw_message":"@badge-info=subscriber/14;badges=subscriber/12,fright-fest-2025/1;client-nonce=6cf88e3af27f465083765e8d336d59e6;color=#078F8F;display-name=ApoLive;emotes=;first-msg=0;flags=;id=6d355a40-50ea-4767-9fab-c482b79ede06;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431614858;turbo=0;user-id=170305208;user-type= :apolive!apolive@apolive.tmi.twitch.tv PRIVMSG #perra :f1","message_id":"6d355a40-50ea-4767-9fab-c482b79ede06","user_id":"170305208","username":"apolive","text":"f1","badges":{"subscriber":"12","fright-fest-2025":"1"},"emotes":{},"tmi_sent_ts":1784431614858,"stream_offset_ms":154112858}
+{"channel":"perra","raw_message":"@badge-info=subscriber/26;badges=subscriber/3024,campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub/1;client-nonce=a281e7b0c66b4545b9cc55bc4ca811ce;color=#FF4500;display-name=friskare;emotes=;first-msg=0;flags=;id=f6303750-7e49-4873-8e59-af0970ecb8f2;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431615407;turbo=0;user-id=49648360;user-type= :friskare!friskare@friskare.tmi.twitch.tv PRIVMSG #perra :f1","message_id":"f6303750-7e49-4873-8e59-af0970ecb8f2","user_id":"49648360","username":"friskare","text":"f1","badges":{"subscriber":"3024","campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub":"1"},"emotes":{},"tmi_sent_ts":1784431615407,"stream_offset_ms":154113407}
+{"channel":"perra","raw_message":"@badge-info=subscriber/26;badges=subscriber/3024,campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub/1;client-nonce=6101c3c140f3495aa988c4d4afd4ebd2;color=#FF4500;display-name=friskare;emotes=;first-msg=0;flags=;id=b6ec6433-739c-41ff-b190-dfe0a029ac1a;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431616758;turbo=0;user-id=49648360;user-type= :friskare!friskare@friskare.tmi.twitch.tv PRIVMSG #perra :OJ","message_id":"b6ec6433-739c-41ff-b190-dfe0a029ac1a","user_id":"49648360","username":"friskare","text":"OJ","badges":{"subscriber":"3024","campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub":"1"},"emotes":{},"tmi_sent_ts":1784431616758,"stream_offset_ms":154114758}
diff --git a/data/porcelainmaid__20260719T032656855408.jsonl b/data/porcelainmaid__20260719T032656855408.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c870f61ac812807ccedc4d2d980a952e70ecb32c
--- /dev/null
+++ b/data/porcelainmaid__20260719T032656855408.jsonl
@@ -0,0 +1,5 @@
+{"channel":"porcelainmaid","raw_message":"@badge-info=subscriber/22;badges=subscriber/18,glitchcon2020/1;client-nonce=3a797c3d-6bfb-4908-8972-9e87c4472bc7;color=#00FF7F;display-name=ready2plumble;emotes=;first-msg=0;flags=;id=d19179da-159b-4167-a6e4-76e6b8014f85;mod=0;returning-chatter=0;room-id=111297034;subscriber=1;tmi-sent-ts=1784431605634;turbo=0;user-id=456543446;user-type= :ready2plumble!ready2plumble@ready2plumble.tmi.twitch.tv PRIVMSG #porcelainmaid :Dang it while im workin","message_id":"d19179da-159b-4167-a6e4-76e6b8014f85","user_id":"456543446","username":"ready2plumble","text":"Dang it while im workin","badges":{"subscriber":"18","glitchcon2020":"1"},"emotes":{},"tmi_sent_ts":1784431605634,"stream_offset_ms":22117634}
+{"channel":"porcelainmaid","raw_message":"@badge-info=subscriber/75;badges=moderator/1,subscriber/2024,final-fantasy-xiv-fan-festival-2026-na---main-scenario-quest-/1;client-nonce=5f7b9f3ad95f44c2b6f9163118b7df6d;color=#7C2E3D;display-name=krytes57;emotes=;first-msg=0;flags=;id=db013edf-4193-4e43-acf2-be2e329608af;mod=1;returning-chatter=0;room-id=111297034;subscriber=1;tmi-sent-ts=1784431609579;turbo=0;user-id=170600222;user-type=mod :krytes57!krytes57@krytes57.tmi.twitch.tv PRIVMSG #porcelainmaid :!schedule","message_id":"db013edf-4193-4e43-acf2-be2e329608af","user_id":"170600222","username":"krytes57","text":"!schedule","badges":{"moderator":"1","subscriber":"2024","final-fantasy-xiv-fan-festival-2026-na---main-scenario-quest-":"1"},"emotes":{},"tmi_sent_ts":1784431609579,"stream_offset_ms":22121579}
+{"channel":"porcelainmaid","raw_message":"@badge-info=subscriber/74;badges=moderator/1,subscriber/24,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=emotesv2_4d97489be114499f992fcb375f065eef:97-105;first-msg=0;flags=;id=70319744-8dc8-43a0-8d67-ae6de2746912;mod=1;returning-chatter=0;room-id=111297034;subscriber=1;tmi-sent-ts=1784431609865;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #porcelainmaid :Joel streams every Mon, Wed, Fri, and Sat! POGGIES MeguminHappy All streams start at 5PM EST!!!  foxyjoPLS","message_id":"70319744-8dc8-43a0-8d67-ae6de2746912","user_id":"100135110","username":"streamelements","text":"Joel streams every Mon, Wed, Fri, and Sat! POGGIES MeguminHappy All streams start at 5PM EST!!!  foxyjoPLS","badges":{"moderator":"1","subscriber":"24","bot-badge":"1"},"emotes":{"emotesv2_4d97489be114499f992fcb375f065eef":["97-105"]},"tmi_sent_ts":1784431609865,"stream_offset_ms":22121865}
+{"channel":"porcelainmaid","raw_message":"@badge-info=;badges=;client-nonce=1d1664a9-8566-4c3f-9aaa-f738afe9932f;color=;display-name=miseryxo0x0ox;emotes=;first-msg=0;flags=;id=52bf4d5e-0758-4ae2-91f7-a0440227b016;mod=0;returning-chatter=0;room-id=111297034;subscriber=0;tmi-sent-ts=1784431611146;turbo=0;user-id=1520247626;user-type= :miseryxo0x0ox!miseryxo0x0ox@miseryxo0x0ox.tmi.twitch.tv PRIVMSG #porcelainmaid :DND ???","message_id":"52bf4d5e-0758-4ae2-91f7-a0440227b016","user_id":"1520247626","username":"miseryxo0x0ox","text":"DND ???","badges":{},"emotes":{},"tmi_sent_ts":1784431611146,"stream_offset_ms":22123146}
+{"channel":"porcelainmaid","raw_message":"@badge-info=subscriber/22;badges=subscriber/18,moments/1;client-nonce=04158120d2004a68bddfa3d02791fc8a;color=#00FF00;display-name=kuyani;emotes=;first-msg=0;flags=;id=33ef7202-1178-4748-84ec-32b78de0368b;mod=0;returning-chatter=0;room-id=111297034;subscriber=1;tmi-sent-ts=1784431611517;turbo=0;user-id=31149536;user-type= :kuyani!kuyani@kuyani.tmi.twitch.tv PRIVMSG #porcelainmaid :i made the thing with the idea that you wanted to judge them on stream","message_id":"33ef7202-1178-4748-84ec-32b78de0368b","user_id":"31149536","username":"kuyani","text":"i made the thing with the idea that you wanted to judge them on stream","badges":{"subscriber":"18","moments":"1"},"emotes":{},"tmi_sent_ts":1784431611517,"stream_offset_ms":22123517}
diff --git a/data/qttsix__20260719T032656858695.jsonl b/data/qttsix__20260719T032656858695.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8cbc7a4786e4f35aae082ce6b5bbc1c00f4955eb
--- /dev/null
+++ b/data/qttsix__20260719T032656858695.jsonl
@@ -0,0 +1 @@
+{"channel":"qttsix","raw_message":"@badge-info=;badges=ewc-2026-diamond/1;client-nonce=cfc5c0ed7e0544f2a914ecb3a9ff6f8b;color=#1E90FF;display-name=虎鯨123;emotes=;first-msg=0;flags=;id=9b40c4e3-230e-45f8-8d65-c3b49492f664;mod=0;returning-chatter=0;room-id=16677765;subscriber=0;tmi-sent-ts=1784431609061;turbo=0;user-id=764569823;user-type= :jimmy1080151!jimmy1080151@jimmy1080151.tmi.twitch.tv PRIVMSG #qttsix :早安  這是萬幾?","message_id":"9b40c4e3-230e-45f8-8d65-c3b49492f664","user_id":"764569823","username":"jimmy1080151","text":"早安  這是萬幾?","badges":{"ewc-2026-diamond":"1"},"emotes":{},"tmi_sent_ts":1784431609061,"stream_offset_ms":2670061}
diff --git a/data/quan__20260719T032656855321.jsonl b/data/quan__20260719T032656855321.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2e38a425dcca565e98825c5287d6b4fafb68cf4f
--- /dev/null
+++ b/data/quan__20260719T032656855321.jsonl
@@ -0,0 +1,4 @@
+{"channel":"quan","raw_message":"@badge-info=;badges=;client-nonce=2BCD89CB-7BFD-4185-929E-326834A428C4;color=;display-name=vontotuf;emotes=;first-msg=0;flags=;id=ab11dcb8-b361-4ff6-96ab-67ffedede370;mod=0;returning-chatter=0;room-id=105821231;subscriber=0;tmi-sent-ts=1784431605641;turbo=0;user-id=1403072097;user-type= :vontotuf!vontotuf@vontotuf.tmi.twitch.tv PRIVMSG #quan :huh","message_id":"ab11dcb8-b361-4ff6-96ab-67ffedede370","user_id":"1403072097","username":"vontotuf","text":"huh","badges":{},"emotes":{},"tmi_sent_ts":1784431605641,"stream_offset_ms":29151641}
+{"channel":"quan","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#7C7CE1;display-name=Nightbot;emotes=;first-msg=0;flags=;id=2fa9a8db-db0b-467e-8156-500c5967f5b9;mod=1;returning-chatter=0;room-id=105821231;subscriber=0;tmi-sent-ts=1784431605836;turbo=0;user-id=19264788;user-type=mod :nightbot!nightbot@nightbot.tmi.twitch.tv PRIVMSG #quan :Yall trippin","message_id":"2fa9a8db-db0b-467e-8156-500c5967f5b9","user_id":"19264788","username":"nightbot","text":"Yall trippin","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431605836,"stream_offset_ms":29151836}
+{"channel":"quan","raw_message":"@badge-info=;badges=;client-nonce=31E2497F-2B0F-4DD4-85F7-40158675415C;color=;display-name=vontotuf;emotes=;first-msg=0;flags=;id=b238f2c1-842e-47e8-b767-b8cc0db5b386;mod=0;returning-chatter=0;room-id=105821231;subscriber=0;tmi-sent-ts=1784431607431;turbo=0;user-id=1403072097;user-type= :vontotuf!vontotuf@vontotuf.tmi.twitch.tv PRIVMSG #quan :why are you on that bus?","message_id":"b238f2c1-842e-47e8-b767-b8cc0db5b386","user_id":"1403072097","username":"vontotuf","text":"why are you on that bus?","badges":{},"emotes":{},"tmi_sent_ts":1784431607431,"stream_offset_ms":29153431}
+{"channel":"quan","raw_message":"@badge-info=;badges=;client-nonce=0B519F45-4CCD-43FC-BC79-EFFB130E5AEA;color=;display-name=eploringbeach;emotes=;first-msg=0;flags=;id=8f1add94-2bc3-4ded-ad9c-19787bf8f017;mod=0;returning-chatter=0;room-id=105821231;subscriber=0;tmi-sent-ts=1784431609047;turbo=0;user-id=1221036849;user-type= :eploringbeach!eploringbeach@eploringbeach.tmi.twitch.tv PRIVMSG #quan :Onb I can watch I show speed alll dayy people just say he weird but idc I’ve been knowing him for a long time","message_id":"8f1add94-2bc3-4ded-ad9c-19787bf8f017","user_id":"1221036849","username":"eploringbeach","text":"Onb I can watch I show speed alll dayy people just say he weird but idc I’ve been knowing him for a long time","badges":{},"emotes":{},"tmi_sent_ts":1784431609047,"stream_offset_ms":29155047}
diff --git a/data/raia__20260719T032656861044.jsonl b/data/raia__20260719T032656861044.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7a16ef73be505bf5a7ce2bafbef9a7269cfd1556
--- /dev/null
+++ b/data/raia__20260719T032656861044.jsonl
@@ -0,0 +1 @@
+{"channel":"raia","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=dc1e86a4-199e-4fe1-945a-cb1afd80d2aa;color=#FF69B4;display-name=mayara_tuber;emotes=;first-msg=0;flags=;id=8d608f4b-a97f-46e0-96af-26ef2c9505d9;mod=0;returning-chatter=0;room-id=169442997;subscriber=0;tmi-sent-ts=1784431614966;turbo=0;user-id=492273183;user-type= :mayara_tuber!mayara_tuber@mayara_tuber.tmi.twitch.tv PRIVMSG #raia :Kkkkk","message_id":"8d608f4b-a97f-46e0-96af-26ef2c9505d9","user_id":"492273183","username":"mayara_tuber","text":"Kkkkk","badges":{"twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431614966,"stream_offset_ms":10726966}
diff --git a/data/rencognito__20260719T032656861142.jsonl b/data/rencognito__20260719T032656861142.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..06d702e46733fb0bb9195e8e2292f5a270583f87
--- /dev/null
+++ b/data/rencognito__20260719T032656861142.jsonl
@@ -0,0 +1 @@
+{"channel":"rencognito","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=;first-msg=0;flags=;id=84a0088a-360b-46c1-8bde-398245347eb1;mod=1;returning-chatter=0;room-id=81035638;subscriber=0;tmi-sent-ts=1784431615059;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #rencognito :Did you know that if you have twitch prime you can subscribe for free? https://www.twitch.tv/products/rencognito/ticket?ref=below_video_subscribe_button","message_id":"84a0088a-360b-46c1-8bde-398245347eb1","user_id":"100135110","username":"streamelements","text":"Did you know that if you have twitch prime you can subscribe for free? https://www.twitch.tv/products/rencognito/ticket?ref=below_video_subscribe_button","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431615059,"stream_offset_ms":7729059}
diff --git a/data/sailor__20260719T032656859068.jsonl b/data/sailor__20260719T032656859068.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fe7042ae3a27fb15b5d7a230fed05368ede69cce
--- /dev/null
+++ b/data/sailor__20260719T032656859068.jsonl
@@ -0,0 +1,2 @@
+{"channel":"sailor","raw_message":"@badge-info=subscriber/16;badges=subscriber/2012,campaign-408156681-deda7924-439d-42af-8438-cbb3212e7f2d-sub/1;client-nonce=2ba11b1ea2a94b0f989aa7cfd75dbc3b;color=#FFFFFF;display-name=EvanB19;emotes=;first-msg=0;flags=;id=dbf7aa36-6308-4ee0-9479-384a6fe85145;mod=0;returning-chatter=0;room-id=408156681;subscriber=1;tmi-sent-ts=1784431609423;turbo=0;user-id=93518903;user-type= :evanb19!evanb19@evanb19.tmi.twitch.tv PRIVMSG #sailor :KEKW","message_id":"dbf7aa36-6308-4ee0-9479-384a6fe85145","user_id":"93518903","username":"evanb19","text":"KEKW","badges":{"subscriber":"2012","campaign-408156681-deda7924-439d-42af-8438-cbb3212e7f2d-sub":"1"},"emotes":{},"tmi_sent_ts":1784431609423,"stream_offset_ms":16770423}
+{"channel":"sailor","raw_message":"@badge-info=subscriber/19;badges=subscriber/18;client-nonce=9cabd1437fe54a438b4f665d5ce34304;color=#FF0000;display-name=Thecardinator;emotes=;first-msg=0;flags=;id=d60a547a-93f7-4e8d-8f59-e6f9f803f076;mod=0;returning-chatter=0;room-id=408156681;subscriber=1;tmi-sent-ts=1784431609735;turbo=0;user-id=476874696;user-type= :thecardinator!thecardinator@thecardinator.tmi.twitch.tv PRIVMSG #sailor :bye @RenegadeForLife1  have fun","message_id":"d60a547a-93f7-4e8d-8f59-e6f9f803f076","user_id":"476874696","username":"thecardinator","text":"bye @RenegadeForLife1  have fun","badges":{"subscriber":"18"},"emotes":{},"tmi_sent_ts":1784431609735,"stream_offset_ms":16770735}
diff --git a/data/seucreysonreborn__20260719T032656860475.jsonl b/data/seucreysonreborn__20260719T032656860475.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..513e97c4746092e65f849163aa5948dec9f6db5c
--- /dev/null
+++ b/data/seucreysonreborn__20260719T032656860475.jsonl
@@ -0,0 +1 @@
+{"channel":"seucreysonreborn","raw_message":"@badge-info=;badges=;client-nonce=1665b06c-c406-442f-b9df-408a1c66e0ac;color=#8A2BE2;display-name=gustavo_0401;emotes=;first-msg=0;flags=;id=d98aec7d-e58f-4acf-a2a8-0ccab9cff435;mod=0;returning-chatter=0;room-id=124656692;subscriber=0;tmi-sent-ts=1784431614173;turbo=0;user-id=131880954;user-type= :gustavo_0401!gustavo_0401@gustavo_0401.tmi.twitch.tv PRIVMSG #seucreysonreborn :SIM CARA","message_id":"d98aec7d-e58f-4acf-a2a8-0ccab9cff435","user_id":"131880954","username":"gustavo_0401","text":"SIM CARA","badges":{},"emotes":{},"tmi_sent_ts":1784431614173,"stream_offset_ms":3855173}
diff --git a/data/shaker__20260719T032656857565.jsonl b/data/shaker__20260719T032656857565.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..73028e3b0a51a47ca601690a745341b80a9489ab
--- /dev/null
+++ b/data/shaker__20260719T032656857565.jsonl
@@ -0,0 +1,5 @@
+{"channel":"shaker","raw_message":"@badge-info=;badges=fright-fest-2025/1;client-nonce=4427daf27b9e486c9e89c70eb80eca5a;color=#FFFFFF;display-name=ichi__47;emotes=;flags=;id=3155caf7-1835-419c-b8d8-6fd00e09882b;mod=0;room-id=192234076;source-badge-info=subscriber/7;source-badges=moderator/1,subscriber/6,fright-fest-2025/1;source-id=7433fcc1-31db-4485-a0cd-c3deb35236d6;source-only=0;source-room-id=139591054;subscriber=0;tmi-sent-ts=1784431607184;turbo=0;user-id=79853269;user-type= :ichi__47!ichi__47@ichi__47.tmi.twitch.tv PRIVMSG #shaker :endlich sehen wir einen schwanz","message_id":"3155caf7-1835-419c-b8d8-6fd00e09882b","user_id":"79853269","username":"ichi__47","text":"endlich sehen wir einen schwanz","badges":{"fright-fest-2025":"1"},"emotes":{},"tmi_sent_ts":1784431607184,"stream_offset_ms":40478184}
+{"channel":"shaker","raw_message":"@badge-info=;badges=;client-nonce=6f708e484ed8430e913660a6ada75c49;color=#00FF7F;display-name=hannezCS;emotes=;first-msg=0;flags=;id=9795d212-42fb-43c0-86a1-9516effd8624;mod=0;returning-chatter=0;room-id=192234076;source-id=9795d212-42fb-43c0-86a1-9516effd8624;source-only=0;source-room-id=192234076;subscriber=0;tmi-sent-ts=1784431608102;turbo=0;user-id=692798244;user-type= :hannezcs!hannezcs@hannezcs.tmi.twitch.tv PRIVMSG #shaker :ich kann das echt nich","message_id":"9795d212-42fb-43c0-86a1-9516effd8624","user_id":"692798244","username":"hannezcs","text":"ich kann das echt nich","badges":{},"emotes":{},"tmi_sent_ts":1784431608102,"stream_offset_ms":40479102}
+{"channel":"shaker","raw_message":"@badge-info=;badges=chatter-cs-go-2022/1;client-nonce=3a2ed04a084d4d1684a5feed206f31f2;color=;display-name=Gettobumser1337;emotes=;first-msg=0;flags=;id=cf4e0c37-8304-4247-82a5-5ceedee7851a;mod=0;returning-chatter=0;room-id=192234076;source-badge-info=;source-badges=chatter-cs-go-2022/1;source-id=cf4e0c37-8304-4247-82a5-5ceedee7851a;source-only=0;source-room-id=192234076;subscriber=0;tmi-sent-ts=1784431611343;turbo=0;user-id=144087444;user-type= :gettobumser1337!gettobumser1337@gettobumser1337.tmi.twitch.tv PRIVMSG #shaker :werden hier hamster gesucht?","message_id":"cf4e0c37-8304-4247-82a5-5ceedee7851a","user_id":"144087444","username":"gettobumser1337","text":"werden hier hamster gesucht?","badges":{"chatter-cs-go-2022":"1"},"emotes":{},"tmi_sent_ts":1784431611343,"stream_offset_ms":40482343}
+{"channel":"shaker","raw_message":"@badge-info=subscriber/4;badges=subscriber/3,the-deer/1;client-nonce=5bf61e252d7644aabfcf0e507c0a6ae0;color=#FFEFEF;display-name=maaakii;emotes=;first-msg=0;flags=;id=695a5d8d-ec9d-46d5-a169-1ad41f921dfb;mod=0;returning-chatter=0;room-id=192234076;source-badge-info=subscriber/4;source-badges=subscriber/3,the-deer/1;source-id=695a5d8d-ec9d-46d5-a169-1ad41f921dfb;source-only=0;source-room-id=192234076;subscriber=1;tmi-sent-ts=1784431611568;turbo=0;user-id=52437366;user-type= :maaakii!maaakii@maaakii.tmi.twitch.tv PRIVMSG #shaker :patreon link in kommentare","message_id":"695a5d8d-ec9d-46d5-a169-1ad41f921dfb","user_id":"52437366","username":"maaakii","text":"patreon link in kommentare","badges":{"subscriber":"3","the-deer":"1"},"emotes":{},"tmi_sent_ts":1784431611568,"stream_offset_ms":40482568}
+{"channel":"shaker","raw_message":"@badge-info=;badges=;client-nonce=314bbf592fd8497caaaaca7c41b6307d;color=;display-name=lqnny08;emotes=;first-msg=0;flags=;id=14a31d76-8ac6-4191-b784-f35b77c10bb4;mod=0;returning-chatter=0;room-id=192234076;source-id=14a31d76-8ac6-4191-b784-f35b77c10bb4;source-only=0;source-room-id=192234076;subscriber=0;tmi-sent-ts=1784431616278;turbo=0;user-id=944207285;user-type= :lqnny08!lqnny08@lqnny08.tmi.twitch.tv PRIVMSG #shaker :poste gleich auf of","message_id":"14a31d76-8ac6-4191-b784-f35b77c10bb4","user_id":"944207285","username":"lqnny08","text":"poste gleich auf of","badges":{},"emotes":{},"tmi_sent_ts":1784431616278,"stream_offset_ms":40487278}
diff --git a/data/shvfty__20260719T032656859836.jsonl b/data/shvfty__20260719T032656859836.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..95ac6b6d6d3eeeb44c26879c1778fc1005a8c56f
--- /dev/null
+++ b/data/shvfty__20260719T032656859836.jsonl
@@ -0,0 +1 @@
+{"channel":"shvfty","raw_message":"@badge-info=subscriber/9;badges=moderator/1,subscriber/9,twitch-recap-2025/1;client-nonce=B701ED7F-D21E-44C0-9DEB-F2A6BA1A5D0B;color=#8A2BE2;display-name=king_Tray1995;emotes=;first-msg=0;flags=;id=125f45fe-bacd-40f5-8f0a-b3bac80215f1;mod=1;returning-chatter=0;room-id=529705123;subscriber=1;tmi-sent-ts=1784431611899;turbo=0;user-id=1049094477;user-type=mod :king_tray1995!king_tray1995@king_tray1995.tmi.twitch.tv PRIVMSG #shvfty__ :@vyckiyusofine Hey sis 💚💚💚","message_id":"125f45fe-bacd-40f5-8f0a-b3bac80215f1","user_id":"1049094477","username":"king_tray1995","text":"@vyckiyusofine Hey sis 💚💚💚","badges":{"moderator":"1","subscriber":"9","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431611899,"stream_offset_ms":6527899}
diff --git a/data/sneegsnag__20260719T032656854611.jsonl b/data/sneegsnag__20260719T032656854611.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fdba4e1a1f3601c769d27e0cc4b2090b82a0066c
--- /dev/null
+++ b/data/sneegsnag__20260719T032656854611.jsonl
@@ -0,0 +1 @@
+{"channel":"sneegsnag","raw_message":"@badge-info=;badges=low/1;client-nonce=6905bc1014094b39a84e3bb8aea1cbe6;color=#8A2BE2;display-name=ellabellabombshell;emotes=;first-msg=0;flags=;id=139c48a7-8071-4767-8570-4df0439615e3;mod=0;returning-chatter=0;room-id=24057744;subscriber=0;tmi-sent-ts=1784431605315;turbo=0;user-id=796810649;user-type= :ellabellabombshell!ellabellabombshell@ellabellabombshell.tmi.twitch.tv PRIVMSG #sneegsnag :guys i have chocolate","message_id":"139c48a7-8071-4767-8570-4df0439615e3","user_id":"796810649","username":"ellabellabombshell","text":"guys i have chocolate","badges":{"low":"1"},"emotes":{},"tmi_sent_ts":1784431605315,"stream_offset_ms":25248315}
diff --git a/data/srtumbao__20260719T032656856732.jsonl b/data/srtumbao__20260719T032656856732.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..76af1095d72c248d476343c7b17d154a7f10042d
--- /dev/null
+++ b/data/srtumbao__20260719T032656856732.jsonl
@@ -0,0 +1,7 @@
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=bits/1;client-nonce=2f0c05bcd207491ea5d9f3d64fc55702;color=;display-name=chupacabrasdabuelitas_082;emotes=;first-msg=0;flags=;id=f0389ee7-d52a-461b-ac06-e7b15254ae31;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431606669;turbo=0;user-id=984422714;user-type= :chupacabrasdabuelitas_082!chupacabrasdabuelitas_082@chupacabrasdabuelitas_082.tmi.twitch.tv PRIVMSG #srtumbao :nadie quiere tus reacciones viejo gordo","message_id":"f0389ee7-d52a-461b-ac06-e7b15254ae31","user_id":"984422714","username":"chupacabrasdabuelitas_082","text":"nadie quiere tus reacciones viejo gordo","badges":{"bits":"1"},"emotes":{},"tmi_sent_ts":1784431606669,"stream_offset_ms":6706669}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=;client-nonce=3d90fb25-8c8b-43ae-a363-6265908b6a88;color=;display-name=caleb20_god_gaming;emotes=;first-msg=0;flags=;id=cd1fedeb-d64f-403a-bcae-ab283d4b50ef;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431606719;turbo=0;user-id=1473824816;user-type= :caleb20_god_gaming!caleb20_god_gaming@caleb20_god_gaming.tmi.twitch.tv PRIVMSG #srtumbao :El 22 regalan un ticket platino en el the battle cats","message_id":"cd1fedeb-d64f-403a-bcae-ab283d4b50ef","user_id":"1473824816","username":"caleb20_god_gaming","text":"El 22 regalan un ticket platino en el the battle cats","badges":{},"emotes":{},"tmi_sent_ts":1784431606719,"stream_offset_ms":6706719}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=bloom-badge/4;client-nonce=27343246-4433-4dbc-a636-232ff9a2e5cf;color=#DAA520;display-name=jesus05__;emotes=;first-msg=0;flags=;id=4384c8c1-f186-4284-8890-29826e761e34;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431606918;turbo=0;user-id=1003254622;user-type= :jesus05__!jesus05__@jesus05__.tmi.twitch.tv PRIVMSG #srtumbao :UY","message_id":"4384c8c1-f186-4284-8890-29826e761e34","user_id":"1003254622","username":"jesus05__","text":"UY","badges":{"bloom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431606918,"stream_offset_ms":6706918}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=;client-nonce=68b6c70554b242239ecdb8a19089c9fe;color=;display-name=elfernanditoelmascaptito;emotes=;first-msg=0;flags=;id=4139a861-9bd0-4399-9d30-8d9dd7659310;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431611049;turbo=0;user-id=1513623546;user-type= :elfernanditoelmascaptito!elfernanditoelmascaptito@elfernanditoelmascaptito.tmi.twitch.tv PRIVMSG #srtumbao :skibidi skibidi skibidi","message_id":"4139a861-9bd0-4399-9d30-8d9dd7659310","user_id":"1513623546","username":"elfernanditoelmascaptito","text":"skibidi skibidi skibidi","badges":{},"emotes":{},"tmi_sent_ts":1784431611049,"stream_offset_ms":6711049}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=;client-nonce=f2334126-e021-485e-a315-a5c9c3448701;color=;display-name=luckvvv5547;emotes=64138:46-54;first-msg=0;flags=;id=8649f9b9-1a8f-4fc9-8680-e10f5c5697d4;mod=0;reply-parent-display-name=danieleridaxd;reply-parent-msg-body=adios\\ssr\\sengordao;reply-parent-msg-id=dd0ef03b-1d68-49b9-b625-c7d0f49f7827;reply-parent-user-id=531220514;reply-parent-user-login=danieleridaxd;reply-thread-parent-display-name=danieleridaxd;reply-thread-parent-msg-id=dd0ef03b-1d68-49b9-b625-c7d0f49f7827;reply-thread-parent-user-id=531220514;reply-thread-parent-user-login=danieleridaxd;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431612147;turbo=0;user-id=1494110342;user-type= :luckvvv5547!luckvvv5547@luckvvv5547.tmi.twitch.tv PRIVMSG #srtumbao :@danieleridaxd Adiós chaval, que estés bien!! SeemsGood","message_id":"8649f9b9-1a8f-4fc9-8680-e10f5c5697d4","user_id":"1494110342","username":"luckvvv5547","text":"@danieleridaxd Adiós chaval, que estés bien!! SeemsGood","badges":{},"emotes":{"64138":["46-54"]},"tmi_sent_ts":1784431612147,"stream_offset_ms":6712147}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=;client-nonce=28CAD4B6-A4B9-405F-8423-067EA1E75432;color=;display-name=eltiosgus123;emotes=;first-msg=0;flags=;id=18fff53d-763a-4c0c-9590-ecaae0bd4b41;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431612677;turbo=0;user-id=1403181930;user-type= :eltiosgus123!eltiosgus123@eltiosgus123.tmi.twitch.tv PRIVMSG #srtumbao :Sr morzao s","message_id":"18fff53d-763a-4c0c-9590-ecaae0bd4b41","user_id":"1403181930","username":"eltiosgus123","text":"Sr morzao s","badges":{},"emotes":{},"tmi_sent_ts":1784431612677,"stream_offset_ms":6712677}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=;client-nonce=0bb8c38e-df8c-4758-ab25-5d2878236e2c;color=#00FF7F;display-name=franz__m10;emotes=;first-msg=0;flags=;id=2547cd5b-330f-42c7-ba26-d28846eec1ae;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431616425;turbo=0;user-id=1017000913;user-type= :franz__m10!franz__m10@franz__m10.tmi.twitch.tv PRIVMSG #srtumbao :Y de paso miramos el partido","message_id":"2547cd5b-330f-42c7-ba26-d28846eec1ae","user_id":"1017000913","username":"franz__m10","text":"Y de paso miramos el partido","badges":{},"emotes":{},"tmi_sent_ts":1784431616425,"stream_offset_ms":6716425}
diff --git a/data/suburbbaby__20260719T032656856058.jsonl b/data/suburbbaby__20260719T032656856058.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..288de6c1f93a9a7925f561510d25a7f1070e7ecc
--- /dev/null
+++ b/data/suburbbaby__20260719T032656856058.jsonl
@@ -0,0 +1,24 @@
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=turbo/1;client-nonce=fcee2b1f51fb468c9232639595f08122;color=#FF3D9E;display-name=Naut_91;emotes=;first-msg=0;flags=;id=c5f9a5c6-8566-4cc6-aa01-6d53d0810b73;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431606020;turbo=1;user-id=160574983;user-type= :naut_91!naut_91@naut_91.tmi.twitch.tv PRIVMSG #suburbbaby :they in the prison bus fr","message_id":"c5f9a5c6-8566-4cc6-aa01-6d53d0810b73","user_id":"160574983","username":"naut_91","text":"they in the prison bus fr","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431606020,"stream_offset_ms":14179020}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=share-the-love/1;client-nonce=616623A0-8301-4909-B44F-8647C6897CB9;color=#8A2BE2;display-name=soversetile;emotes=;first-msg=0;flags=3-6:A.6/I.6/P.6;id=7211e313-b3ce-4eb3-a8dd-ecc86144248c;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431606636;turbo=0;user-id=74502349;user-type= :soversetile!soversetile@soversetile.tmi.twitch.tv PRIVMSG #suburbbaby :my ngga she with WHO😭😭😭","message_id":"7211e313-b3ce-4eb3-a8dd-ecc86144248c","user_id":"74502349","username":"soversetile","text":"my ngga she with WHO😭😭😭","badges":{"share-the-love":"1"},"emotes":{},"tmi_sent_ts":1784431606636,"stream_offset_ms":14179636}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=68ADE668-8D45-4D13-8DD0-DA5967786CA2;color=;display-name=gerskiiant;emotes=;first-msg=0;flags=;id=aa363fb0-5045-43b3-9f76-729722e9627f;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431607636;turbo=0;user-id=1130996039;user-type= :gerskiiant!gerskiiant@gerskiiant.tmi.twitch.tv PRIVMSG #suburbbaby :mike ddg and ben wit yo bih","message_id":"aa363fb0-5045-43b3-9f76-729722e9627f","user_id":"1130996039","username":"gerskiiant","text":"mike ddg and ben wit yo bih","badges":{},"emotes":{},"tmi_sent_ts":1784431607636,"stream_offset_ms":14180636}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=79571546-A1E5-417B-B846-9EBEB64FB1A1;color=;display-name=TopS21Kills;emotes=;first-msg=1;flags=;id=2a9a0427-fb01-4f32-a221-1af2c29211a5;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431608278;turbo=0;user-id=596745165;user-type= :tops21kills!tops21kills@tops21kills.tmi.twitch.tv PRIVMSG #suburbbaby :where they going?","message_id":"2a9a0427-fb01-4f32-a221-1af2c29211a5","user_id":"596745165","username":"tops21kills","text":"where they going?","badges":{},"emotes":{},"tmi_sent_ts":1784431608278,"stream_offset_ms":14181278}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=3127C615-1E89-4A30-A5F7-473333ED1BD7;color=;display-name=guardian_ang3l1;emotes=;first-msg=1;flags=;id=a4f60da2-5ac2-4e6d-8d91-26bbdc53fb0c;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431608766;turbo=0;user-id=1517569990;user-type= :guardian_ang3l1!guardian_ang3l1@guardian_ang3l1.tmi.twitch.tv PRIVMSG #suburbbaby :bro someone call max","message_id":"a4f60da2-5ac2-4e6d-8d91-26bbdc53fb0c","user_id":"1517569990","username":"guardian_ang3l1","text":"bro someone call max","badges":{},"emotes":{},"tmi_sent_ts":1784431608766,"stream_offset_ms":14181766}
+{"channel":"suburbbaby","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,premium/1;client-nonce=3CE881A5-4C3E-4BE0-B195-A62040BCA0DE;color=;display-name=p0zay_;emotes=;first-msg=0;flags=;id=05f3000f-fd3d-4071-812f-b5518f7328cf;mod=0;returning-chatter=0;room-id=679116841;subscriber=1;tmi-sent-ts=1784431608993;turbo=0;user-id=724868629;user-type= :p0zay_!p0zay_@p0zay_.tmi.twitch.tv PRIVMSG #suburbbaby :🤣🤣🤣🤣😂😂😂","message_id":"05f3000f-fd3d-4071-812f-b5518f7328cf","user_id":"724868629","username":"p0zay_","text":"🤣🤣🤣🤣😂😂😂","badges":{"subscriber":"0","premium":"1"},"emotes":{},"tmi_sent_ts":1784431608993,"stream_offset_ms":14181993}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=C033585B-BDBC-4F94-A1E3-C5F731489002;color=;display-name=oiikip;emotes=;first-msg=0;flags=;id=62608d2f-4a84-4f0e-a994-97b499d59b0b;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431610222;turbo=0;user-id=1519404377;user-type= :oiikip!oiikip@oiikip.tmi.twitch.tv PRIVMSG #suburbbaby :ugg ahh nih","message_id":"62608d2f-4a84-4f0e-a994-97b499d59b0b","user_id":"1519404377","username":"oiikip","text":"ugg ahh nih","badges":{},"emotes":{},"tmi_sent_ts":1784431610222,"stream_offset_ms":14183222}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=yellow-noob/1;client-nonce=c6e07fbb52a44731b79b80bef85cba99;color=#FF7E00;display-name=frenchiefry777;emotes=;first-msg=0;flags=;id=7645dc92-abb9-412b-9167-bbea8e8dce11;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431610281;turbo=0;user-id=1065112887;user-type= :frenchiefry777!frenchiefry777@frenchiefry777.tmi.twitch.tv PRIVMSG #suburbbaby :BROOOOO","message_id":"7645dc92-abb9-412b-9167-bbea8e8dce11","user_id":"1065112887","username":"frenchiefry777","text":"BROOOOO","badges":{"yellow-noob":"1"},"emotes":{},"tmi_sent_ts":1784431610281,"stream_offset_ms":14183281}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=turbo/1;client-nonce=ca20353629344d6a84e82cb50f2e5a87;color=;display-name=jonesco08;emotes=;first-msg=0;flags=;id=cdbe8c00-da7f-4008-846a-a801df48897f;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431610430;turbo=1;user-id=810464548;user-type= :jonesco08!jonesco08@jonesco08.tmi.twitch.tv PRIVMSG #suburbbaby :stop wit the redbull gng :sob:","message_id":"cdbe8c00-da7f-4008-846a-a801df48897f","user_id":"810464548","username":"jonesco08","text":"stop wit the redbull gng :sob:","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431610430,"stream_offset_ms":14183430}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=a9b0baf7-2bd2-4436-803d-51ec3459bc96;color=;display-name=bxnks5y;emotes=;first-msg=0;flags=;id=d37499ef-136f-477c-9067-7931ab1a2499;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431610412;turbo=0;user-id=1368198746;user-type= :bxnks5y!bxnks5y@bxnks5y.tmi.twitch.tv PRIVMSG #suburbbaby :Yo","message_id":"d37499ef-136f-477c-9067-7931ab1a2499","user_id":"1368198746","username":"bxnks5y","text":"Yo","badges":{},"emotes":{},"tmi_sent_ts":1784431610412,"stream_offset_ms":14183412}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=47E8C480-5690-4F93-AC5B-03EA6D13D260;color=;display-name=eldonwhite;emotes=;first-msg=0;flags=;id=b7e4bb39-a39c-420f-ab8c-94ee004a261c;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431611733;turbo=0;user-id=849620806;user-type= :eldonwhite!eldonwhite@eldonwhite.tmi.twitch.tv PRIVMSG #suburbbaby :you really started from the bottom bro","message_id":"b7e4bb39-a39c-420f-ab8c-94ee004a261c","user_id":"849620806","username":"eldonwhite","text":"you really started from the bottom bro","badges":{},"emotes":{},"tmi_sent_ts":1784431611733,"stream_offset_ms":14184733}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=B8A4C58E-8624-477D-AF29-482851237394;color=;display-name=romanreignsin5;emotes=;first-msg=0;flags=;id=69791541-7894-4c44-8b4c-e64549b0878d;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431612079;turbo=0;user-id=1509435097;user-type= :romanreignsin5!romanreignsin5@romanreignsin5.tmi.twitch.tv PRIVMSG #suburbbaby :drop geo","message_id":"69791541-7894-4c44-8b4c-e64549b0878d","user_id":"1509435097","username":"romanreignsin5","text":"drop geo","badges":{},"emotes":{},"tmi_sent_ts":1784431612079,"stream_offset_ms":14185079}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=4DF8927D-1FE3-4FF8-A614-65EC6EA1C0E5;color=;display-name=asvpadam_;emotes=;first-msg=1;flags=14-15:P.3;id=149b1b2b-7336-4afb-aa2e-4290f1b2e9a7;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431612402;turbo=0;user-id=504264084;user-type= :asvpadam_!asvpadam_@asvpadam_.tmi.twitch.tv PRIVMSG #suburbbaby :yall bus lame af","message_id":"149b1b2b-7336-4afb-aa2e-4290f1b2e9a7","user_id":"504264084","username":"asvpadam_","text":"yall bus lame af","badges":{},"emotes":{},"tmi_sent_ts":1784431612402,"stream_offset_ms":14185402}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=premium/1;client-nonce=f1051b4028d146509d2ab9f62746d3b4;color=#0000FF;display-name=slayy11_;emotes=;first-msg=1;flags=;id=9b4a229e-9e89-4c82-b5f6-3b75a65ed61c;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431612953;turbo=0;user-id=554606953;user-type= :slayy11_!slayy11_@slayy11_.tmi.twitch.tv PRIVMSG #suburbbaby :boring busss","message_id":"9b4a229e-9e89-4c82-b5f6-3b75a65ed61c","user_id":"554606953","username":"slayy11_","text":"boring busss","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431612953,"stream_offset_ms":14185953}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=6cbde548-53af-4a4c-a3f8-1d0c9086faae;color=#FF69B4;display-name=notyours_truley;emotes=;first-msg=0;flags=0-2:A.6/I.6/P.6,9-11:P.3;id=e00a6eee-df44-4b8f-a425-86346d7fbf8c;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431613081;turbo=0;user-id=945749811;user-type= :notyours_truley!notyours_truley@notyours_truley.tmi.twitch.tv PRIVMSG #suburbbaby :NGA MIKE ASS LITTTTTTT","message_id":"e00a6eee-df44-4b8f-a425-86346d7fbf8c","user_id":"945749811","username":"notyours_truley","text":"NGA MIKE ASS LITTTTTTT","badges":{},"emotes":{},"tmi_sent_ts":1784431613081,"stream_offset_ms":14186081}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=D4F4D405-AF6A-4756-BBA9-22AE0414358C;color=;display-name=thebosslady224;emotes=;first-msg=1;flags=;id=58836e04-7949-4a3c-9a62-06220600077d;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431613481;turbo=0;user-id=1521551066;user-type= :thebosslady224!thebosslady224@thebosslady224.tmi.twitch.tv PRIVMSG #suburbbaby :nobody worried about Kai ?","message_id":"58836e04-7949-4a3c-9a62-06220600077d","user_id":"1521551066","username":"thebosslady224","text":"nobody worried about Kai ?","badges":{},"emotes":{},"tmi_sent_ts":1784431613481,"stream_offset_ms":14186481}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=51d8a6f1-7fe3-47b0-9759-aefdfbdcf5da;color=;display-name=jmb_pandap101;emotes=;first-msg=0;flags=;id=cd3f14cd-d477-4b2a-b0f2-29c6339f43cb;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431613847;turbo=0;user-id=1108798105;user-type= :jmb_pandap101!jmb_pandap101@jmb_pandap101.tmi.twitch.tv PRIVMSG #suburbbaby :They just picked up KAI","message_id":"cd3f14cd-d477-4b2a-b0f2-29c6339f43cb","user_id":"1108798105","username":"jmb_pandap101","text":"They just picked up KAI","badges":{},"emotes":{},"tmi_sent_ts":1784431613847,"stream_offset_ms":14186847}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=5a1a109617b04ba5b92e660cc984c29e;color=;display-name=monokexf;emotes=;first-msg=0;flags=;id=0cb714ad-641c-4e54-a780-94b9a6a30bdc;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431613904;turbo=0;user-id=623212231;user-type= :monokexf!monokexf@monokexf.tmi.twitch.tv PRIVMSG #suburbbaby :He not w her","message_id":"0cb714ad-641c-4e54-a780-94b9a6a30bdc","user_id":"623212231","username":"monokexf","text":"He not w her","badges":{},"emotes":{},"tmi_sent_ts":1784431613904,"stream_offset_ms":14186904}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=408F6809-7C02-400E-9CA1-5EFDB6030FC8;color=;display-name=miniiidoll;emotes=;first-msg=1;flags=;id=4174eca0-972d-4ce5-9587-c3f4928f1964;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431614106;turbo=0;user-id=954586009;user-type= :miniiidoll!miniiidoll@miniiidoll.tmi.twitch.tv PRIVMSG #suburbbaby :cinco sweating 😂😂😂😂😂","message_id":"4174eca0-972d-4ce5-9587-c3f4928f1964","user_id":"954586009","username":"miniiidoll","text":"cinco sweating 😂😂😂😂😂","badges":{},"emotes":{},"tmi_sent_ts":1784431614106,"stream_offset_ms":14187106}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=25A00601-DFFF-4B70-BD8D-C79AACF8F5E7;color=;display-name=lewisisgoat12345;emotes=;first-msg=1;flags=;id=8b3aca7e-85d2-4858-b44d-15f65dac8a41;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431614164;turbo=0;user-id=1521561806;user-type= :lewisisgoat12345!lewisisgoat12345@lewisisgoat12345.tmi.twitch.tv PRIVMSG #suburbbaby :ngl bro is getting hard mogged by evb","message_id":"8b3aca7e-85d2-4858-b44d-15f65dac8a41","user_id":"1521561806","username":"lewisisgoat12345","text":"ngl bro is getting hard mogged by evb","badges":{},"emotes":{},"tmi_sent_ts":1784431614164,"stream_offset_ms":14187164}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=no_video/1;client-nonce=4FEEA263-3BB0-43B7-9834-1A1FD9819FA4;color=#FF0000;display-name=upadrac;emotes=;first-msg=1;flags=;id=b47c4f51-76fc-4abb-ad5f-2a012d2dfc87;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431614874;turbo=0;user-id=792180586;user-type= :upadrac!upadrac@upadrac.tmi.twitch.tv PRIVMSG #suburbbaby :where they goin","message_id":"b47c4f51-76fc-4abb-ad5f-2a012d2dfc87","user_id":"792180586","username":"upadrac","text":"where they goin","badges":{"no_video":"1"},"emotes":{},"tmi_sent_ts":1784431614874,"stream_offset_ms":14187874}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=6205B53A-36D1-4DEB-A8DA-4AC21A721718;color=#8A2BE2;display-name=jaephillie;emotes=;first-msg=0;flags=;id=ab88c803-1103-49e9-a052-e697be05a824;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431615335;turbo=0;user-id=948394122;user-type= :jaephillie!jaephillie@jaephillie.tmi.twitch.tv PRIVMSG #suburbbaby :dontai back on that bus again","message_id":"ab88c803-1103-49e9-a052-e697be05a824","user_id":"948394122","username":"jaephillie","text":"dontai back on that bus again","badges":{},"emotes":{},"tmi_sent_ts":1784431615335,"stream_offset_ms":14188335}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=7821A066-220B-4900-957F-3D288635E3C3;color=;display-name=romanreignsin5;emotes=;first-msg=0;flags=;id=f4b1e8a1-417b-445c-be3a-d2c95596f68d;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431616086;turbo=0;user-id=1509435097;user-type= :romanreignsin5!romanreignsin5@romanreignsin5.tmi.twitch.tv PRIVMSG #suburbbaby :stop bro","message_id":"f4b1e8a1-417b-445c-be3a-d2c95596f68d","user_id":"1509435097","username":"romanreignsin5","text":"stop bro","badges":{},"emotes":{},"tmi_sent_ts":1784431616086,"stream_offset_ms":14189086}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=turbo/1;client-nonce=7F4D56F3-5B97-4E51-BE07-AB45C496BBEA;color=#75BA3F;display-name=GoCrazyOneTime_;emotes=;first-msg=0;flags=12-16:A.6/I.6/P.6;id=c5c0cdec-5c94-4fc9-be6e-81704d4175d3;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431616184;turbo=1;user-id=437467312;user-type= :gocrazyonetime_!gocrazyonetime_@gocrazyonetime_.tmi.twitch.tv PRIVMSG #suburbbaby :DRINK WATER NIGGA","message_id":"c5c0cdec-5c94-4fc9-be6e-81704d4175d3","user_id":"437467312","username":"gocrazyonetime_","text":"DRINK WATER NIGGA","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431616184,"stream_offset_ms":14189184}
diff --git a/data/sylvee__20260719T032656857838.jsonl b/data/sylvee__20260719T032656857838.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8f56d39af5d37c189c67e952a0f3a32f8be45751
--- /dev/null
+++ b/data/sylvee__20260719T032656857838.jsonl
@@ -0,0 +1,4 @@
+{"channel":"sylvee","raw_message":"@badge-info=subscriber/20;badges=subscriber/12,speedons-6/1;client-nonce=72a4b5635a094fd88ca0889dd1fbcba8;color=#FF69B4;display-name=iHou_;emotes=;first-msg=0;flags=;id=a5b1c3d6-ab8e-4db7-8a0e-088ae1b4a810;mod=0;returning-chatter=0;room-id=175383693;subscriber=1;tmi-sent-ts=1784431607384;turbo=0;user-id=154590188;user-type= :ihou_!ihou_@ihou_.tmi.twitch.tv PRIVMSG #sylvee :xdd","message_id":"a5b1c3d6-ab8e-4db7-8a0e-088ae1b4a810","user_id":"154590188","username":"ihou_","text":"xdd","badges":{"subscriber":"12","speedons-6":"1"},"emotes":{},"tmi_sent_ts":1784431607384,"stream_offset_ms":6493384}
+{"channel":"sylvee","raw_message":"@badge-info=;badges=moderator/1,mint/1;client-nonce=977658bb928d43f4ac930d8e5c220832;color=#00FF7F;display-name=xKevin05x;emotes=;first-msg=0;flags=;id=1be88bcb-20ca-4646-9a11-cc17142fa50d;mod=1;returning-chatter=0;room-id=175383693;subscriber=0;tmi-sent-ts=1784431607467;turbo=0;user-id=513534751;user-type=mod :xkevin05x!xkevin05x@xkevin05x.tmi.twitch.tv PRIVMSG #sylvee :sylvee no digas eso, le meti 100 dlls a argentina","message_id":"1be88bcb-20ca-4646-9a11-cc17142fa50d","user_id":"513534751","username":"xkevin05x","text":"sylvee no digas eso, le meti 100 dlls a argentina","badges":{"moderator":"1","mint":"1"},"emotes":{},"tmi_sent_ts":1784431607467,"stream_offset_ms":6493467}
+{"channel":"sylvee","raw_message":"@badge-info=;badges=blossom-badge/4;client-nonce=f7faebb7-62fa-488a-bd1a-bb213519d38f;color=#FF4500;display-name=bellatrix_33;emotes=;first-msg=0;flags=;id=bacedf0a-ffda-410d-92ac-0d94bcf1939a;mod=0;returning-chatter=0;room-id=175383693;subscriber=0;tmi-sent-ts=1784431610726;turbo=0;user-id=565485081;user-type= :bellatrix_33!bellatrix_33@bellatrix_33.tmi.twitch.tv PRIVMSG #sylvee :@sramilcar tiene la camisa","message_id":"bacedf0a-ffda-410d-92ac-0d94bcf1939a","user_id":"565485081","username":"bellatrix_33","text":"@sramilcar tiene la camisa","badges":{"blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431610726,"stream_offset_ms":6496726}
+{"channel":"sylvee","raw_message":"@badge-info=subscriber/3;badges=subscriber/3,qsmp2/1;client-nonce=45e67cf5-c2eb-40c1-bd36-41f555e420fe;color=#FF69B4;display-name=etiennvee_citywalls;emotes=emotesv2_3c5de83cf70f4f24a26208d36ec086bf:58-69;first-msg=0;flags=;id=2f07ef87-bca0-4142-99ea-4dd8ae5d0d2d;mod=0;returning-chatter=0;room-id=175383693;subscriber=1;tmi-sent-ts=1784431612403;turbo=0;user-id=611278482;user-type= :etiennvee_citywalls!etiennvee_citywalls@etiennvee_citywalls.tmi.twitch.tv PRIVMSG #sylvee :@sramilcar de hecho sylvee es todo lo contrario a la mufa sylvee1NikoG","message_id":"2f07ef87-bca0-4142-99ea-4dd8ae5d0d2d","user_id":"611278482","username":"etiennvee_citywalls","text":"@sramilcar de hecho sylvee es todo lo contrario a la mufa sylvee1NikoG","badges":{"subscriber":"3","qsmp2":"1"},"emotes":{"emotesv2_3c5de83cf70f4f24a26208d36ec086bf":["58-69"]},"tmi_sent_ts":1784431612403,"stream_offset_ms":6498403}
diff --git a/data/tatumbittick__20260719T032656856237.jsonl b/data/tatumbittick__20260719T032656856237.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..99907640db6485083535a9bf724d06fd69ab149e
--- /dev/null
+++ b/data/tatumbittick__20260719T032656856237.jsonl
@@ -0,0 +1,43 @@
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=080970CE-3F21-4F1B-9DDB-4FE3568BDC19;color=;display-name=skylertolittbh9;emotes=;first-msg=0;flags=;id=cb5afd70-cfc4-41ec-91d5-f75069cc25fa;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431606267;turbo=0;user-id=1334927948;user-type= :skylertolittbh9!skylertolittbh9@skylertolittbh9.tmi.twitch.tv PRIVMSG #tatumbittick :he’s looking for you","message_id":"cb5afd70-cfc4-41ec-91d5-f75069cc25fa","user_id":"1334927948","username":"skylertolittbh9","text":"he’s looking for you","badges":{},"emotes":{},"tmi_sent_ts":1784431606267,"stream_offset_ms":26981267}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=CF7FA341-FD5A-4CCC-BD77-5AC074AC4533;color=;display-name=itzjacob6;emotes=;first-msg=1;flags=;id=fe91b783-375f-4b81-9d74-7bee792cca28;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431606235;turbo=0;user-id=1417579855;user-type= :itzjacob6!itzjacob6@itzjacob6.tmi.twitch.tv PRIVMSG #tatumbittick :he wanna be left alone bru","message_id":"fe91b783-375f-4b81-9d74-7bee792cca28","user_id":"1417579855","username":"itzjacob6","text":"he wanna be left alone bru","badges":{},"emotes":{},"tmi_sent_ts":1784431606235,"stream_offset_ms":26981235}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=9e455712-23bd-490e-a728-36630fc61ec1;color=;display-name=zess_gang;emotes=;first-msg=1;flags=;id=c3792155-c22a-4163-99c9-eb60589601dc;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431606311;turbo=0;user-id=472063507;user-type= :zess_gang!zess_gang@zess_gang.tmi.twitch.tv PRIVMSG #tatumbittick :221","message_id":"c3792155-c22a-4163-99c9-eb60589601dc","user_id":"472063507","username":"zess_gang","text":"221","badges":{},"emotes":{},"tmi_sent_ts":1784431606311,"stream_offset_ms":26981311}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=669ACA97-D9B5-4CCD-BFFC-6188A99BC094;color=;display-name=therealistdoll12;emotes=;first-msg=0;flags=;id=b39aef53-489c-4f14-ac8d-52023284ca59;mod=0;reply-parent-display-name=Mobsteer24;reply-parent-msg-body=Tatum\\she\\scoming;reply-parent-msg-id=f4cbf41a-3078-4d76-9537-c41fb43ac35d;reply-parent-user-id=1388852743;reply-parent-user-login=mobsteer24;reply-thread-parent-display-name=Mobsteer24;reply-thread-parent-msg-id=f4cbf41a-3078-4d76-9537-c41fb43ac35d;reply-thread-parent-user-id=1388852743;reply-thread-parent-user-login=mobsteer24;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431607077;turbo=0;user-id=1501293275;user-type= :therealistdoll12!therealistdoll12@therealistdoll12.tmi.twitch.tv PRIVMSG #tatumbittick :@Mobsteer24 wait who","message_id":"b39aef53-489c-4f14-ac8d-52023284ca59","user_id":"1501293275","username":"therealistdoll12","text":"@Mobsteer24 wait who","badges":{},"emotes":{},"tmi_sent_ts":1784431607077,"stream_offset_ms":26982077}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=e046380eac6a46f5bc10d7bafce36b93;color=;display-name=last_1sle;emotes=;first-msg=0;flags=;id=bb0f47c4-53ec-489a-aa3d-b4516a1b880b;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431607272;turbo=0;user-id=638918667;user-type= :last_1sle!last_1sle@last_1sle.tmi.twitch.tv PRIVMSG #tatumbittick :the bus is leaving brooo","message_id":"bb0f47c4-53ec-489a-aa3d-b4516a1b880b","user_id":"638918667","username":"last_1sle","text":"the bus is leaving brooo","badges":{},"emotes":{},"tmi_sent_ts":1784431607272,"stream_offset_ms":26982272}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;color=;display-name=spintowin_25;emotes=;first-msg=0;flags=;id=95e95de4-db30-49a5-8483-c82b67bae37c;mod=0;msg-id=highlighted-message;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431607460;turbo=0;user-id=1094703867;user-type= :spintowin_25!spintowin_25@spintowin_25.tmi.twitch.tv PRIVMSG #tatumbittick :he’s trying to find you","message_id":"95e95de4-db30-49a5-8483-c82b67bae37c","user_id":"1094703867","username":"spintowin_25","text":"he’s trying to find you","badges":{},"emotes":{},"tmi_sent_ts":1784431607460,"stream_offset_ms":26982460}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=940b424cf74a42668d83c8b363a5da24;color=#FF0000;display-name=lockelerner;emotes=;first-msg=0;flags=;id=969178f4-fa13-4197-8eda-a301d137525b;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431607505;turbo=0;user-id=1112761449;user-type= :lockelerner!lockelerner@lockelerner.tmi.twitch.tv PRIVMSG #tatumbittick :change into smth nice he is getting ready for the date","message_id":"969178f4-fa13-4197-8eda-a301d137525b","user_id":"1112761449","username":"lockelerner","text":"change into smth nice he is getting ready for the date","badges":{},"emotes":{},"tmi_sent_ts":1784431607505,"stream_offset_ms":26982505}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=67F8D7BD-1ABF-41D5-AEAB-C057CE9DC89A;color=;display-name=fymdavi;emotes=;first-msg=0;flags=;id=9d022d8a-870d-4192-aaf7-b8d8c5c75481;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431608332;turbo=0;user-id=1436259885;user-type= :fymdavi!fymdavi@fymdavi.tmi.twitch.tv PRIVMSG #tatumbittick :go to da dean office","message_id":"9d022d8a-870d-4192-aaf7-b8d8c5c75481","user_id":"1436259885","username":"fymdavi","text":"go to da dean office","badges":{},"emotes":{},"tmi_sent_ts":1784431608332,"stream_offset_ms":26983332}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=C587A5E1-BCC7-4762-ACCA-29CE9426E292;color=;display-name=lilmanhimmy;emotes=;first-msg=0;flags=;id=09037e7f-fe15-4a00-baea-26898521d38d;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431608323;turbo=0;user-id=1521542847;user-type= :lilmanhimmy!lilmanhimmy@lilmanhimmy.tmi.twitch.tv PRIVMSG #tatumbittick :rakai tryna get your number","message_id":"09037e7f-fe15-4a00-baea-26898521d38d","user_id":"1521542847","username":"lilmanhimmy","text":"rakai tryna get your number","badges":{},"emotes":{},"tmi_sent_ts":1784431608323,"stream_offset_ms":26983323}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=D97B2C6A-F243-44F6-9C75-EB48FD5D6C24;color=;display-name=TaeGotNextHere;emotes=;first-msg=0;flags=;id=94a38de4-2cb8-4102-9042-c60f2a6b480b;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431608332;turbo=0;user-id=776627331;user-type= :taegotnexthere!taegotnexthere@taegotnexthere.tmi.twitch.tv PRIVMSG #tatumbittick :he coming","message_id":"94a38de4-2cb8-4102-9042-c60f2a6b480b","user_id":"776627331","username":"taegotnexthere","text":"he coming","badges":{},"emotes":{},"tmi_sent_ts":1784431608332,"stream_offset_ms":26983332}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=turbo/1;client-nonce=21AB9CD2-40F5-4A21-BD1B-96E7135FD8C4;color=#0000FF;display-name=bubbagocr4zy;emotes=;first-msg=0;flags=;id=9152fe79-245e-40b0-8f79-50867273050b;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431608950;turbo=1;user-id=939656153;user-type= :bubbagocr4zy!bubbagocr4zy@bubbagocr4zy.tmi.twitch.tv PRIVMSG #tatumbittick :what’s room #","message_id":"9152fe79-245e-40b0-8f79-50867273050b","user_id":"939656153","username":"bubbagocr4zy","text":"what’s room #","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431608950,"stream_offset_ms":26983950}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=ec62bfd63de94de2b6dbaadc0fb9759f;color=;display-name=tinycraze6;emotes=;first-msg=0;flags=;id=99b5d52e-09d8-4938-a806-5dc543397e56;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431608980;turbo=0;user-id=1022268990;user-type= :tinycraze6!tinycraze6@tinycraze6.tmi.twitch.tv PRIVMSG #tatumbittick :rakai is looking for you","message_id":"99b5d52e-09d8-4938-a806-5dc543397e56","user_id":"1022268990","username":"tinycraze6","text":"rakai is looking for you","badges":{},"emotes":{},"tmi_sent_ts":1784431608980,"stream_offset_ms":26983980}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=3311e8c3-6a55-4d09-b77a-bcbe0cfcc528;color=;display-name=thsjscj55;emotes=;first-msg=0;flags=;id=cfa29dfd-90a9-4447-87a8-0d5354ff9d12;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431609057;turbo=0;user-id=1518453790;user-type= :thsjscj55!thsjscj55@thsjscj55.tmi.twitch.tv PRIVMSG #tatumbittick :No hes looking for you","message_id":"cfa29dfd-90a9-4447-87a8-0d5354ff9d12","user_id":"1518453790","username":"thsjscj55","text":"No hes looking for you","badges":{},"emotes":{},"tmi_sent_ts":1784431609057,"stream_offset_ms":26984057}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=hotline/1;client-nonce=C195712F-F599-44EA-A2FD-0E4048782039;color=#0000FF;display-name=cambosavage_;emotes=;first-msg=0;flags=;id=07523472-4ea2-4b40-8509-2ddecadecc38;mod=0;reply-parent-display-name=st1ckdr1t;reply-parent-msg-body=https://www.twitch.tv/plaqueboymax/clip/PunchyTubularUdonDBstyle-Z_V_d8YBtFMVfUye\\sWATCH\\sTHIS;reply-parent-msg-id=e1333c77-9ea7-4cd0-a276-2e95f81e05c7;reply-parent-user-id=709583128;reply-parent-user-login=st1ckdr1t;reply-thread-parent-display-name=st1ckdr1t;reply-thread-parent-msg-id=e1333c77-9ea7-4cd0-a276-2e95f81e05c7;reply-thread-parent-user-id=709583128;reply-thread-parent-user-login=st1ckdr1t;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431609091;turbo=0;user-id=660523502;user-type= :cambosavage_!cambosavage_@cambosavage_.tmi.twitch.tv PRIVMSG #tatumbittick :@st1ckdr1t WATCH THIS","message_id":"07523472-4ea2-4b40-8509-2ddecadecc38","user_id":"660523502","username":"cambosavage_","text":"@st1ckdr1t WATCH THIS","badges":{"hotline":"1"},"emotes":{},"tmi_sent_ts":1784431609091,"stream_offset_ms":26984091}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=4a878bc4ded64b73b118ed7615ce83f1;color=;display-name=kitkat67jade;emotes=;first-msg=1;flags=;id=e83f87f2-00a5-4bbf-84d3-68f984084ad5;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431609082;turbo=0;user-id=1521562293;user-type= :kitkat67jade!kitkat67jade@kitkat67jade.tmi.twitch.tv PRIVMSG #tatumbittick :there going to the deans","message_id":"e83f87f2-00a5-4bbf-84d3-68f984084ad5","user_id":"1521562293","username":"kitkat67jade","text":"there going to the deans","badges":{},"emotes":{},"tmi_sent_ts":1784431609082,"stream_offset_ms":26984082}
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+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=turbo/1;client-nonce=d75a40adcf464945bd97ecdacffaeb14;color=#4974FF;display-name=travaryk;emotes=;first-msg=0;flags=;id=c8670f1b-d9b6-4529-967e-61d21eb3aa4a;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431610302;turbo=1;user-id=629840173;user-type= :travaryk!travaryk@travaryk.tmi.twitch.tv PRIVMSG #tatumbittick :rakai can call u in 9 minutes","message_id":"c8670f1b-d9b6-4529-967e-61d21eb3aa4a","user_id":"629840173","username":"travaryk","text":"rakai can call u in 9 minutes","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431610302,"stream_offset_ms":26985302}
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+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=f461a662d6e044b4bbd45b4929ec6c5d;color=;display-name=korxyweee;emotes=;first-msg=0;flags=;id=9023f5dd-cc48-4d49-a885-a6bef2abadf3;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431610726;turbo=0;user-id=1399814939;user-type= :korxyweee!korxyweee@korxyweee.tmi.twitch.tv PRIVMSG #tatumbittick :MUDSHARKKKKKKKKKKKKKKk","message_id":"9023f5dd-cc48-4d49-a885-a6bef2abadf3","user_id":"1399814939","username":"korxyweee","text":"MUDSHARKKKKKKKKKKKKKKk","badges":{},"emotes":{},"tmi_sent_ts":1784431610726,"stream_offset_ms":26985726}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=369F3218-ADCB-47FC-997B-458B56D1654E;color=;display-name=egeeia;emotes=;first-msg=0;flags=;id=c3e23904-f6b1-4ea5-802f-22e592436306;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431610957;turbo=0;user-id=1511538052;user-type= :egeeia!egeeia@egeeia.tmi.twitch.tv PRIVMSG #tatumbittick :rakai coming","message_id":"c3e23904-f6b1-4ea5-802f-22e592436306","user_id":"1511538052","username":"egeeia","text":"rakai coming","badges":{},"emotes":{},"tmi_sent_ts":1784431610957,"stream_offset_ms":26985957}
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+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=DDAC110E-340C-4BAA-A05E-18F6255C4B04;color=;display-name=hvns2rare_;emotes=;first-msg=0;flags=;id=fac411d0-1cbb-4489-868b-07ce30bebf3a;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431611620;turbo=0;user-id=1022447741;user-type= :hvns2rare_!hvns2rare_@hvns2rare_.tmi.twitch.tv PRIVMSG #tatumbittick :go to rakai he said u got bronco number not his","message_id":"fac411d0-1cbb-4489-868b-07ce30bebf3a","user_id":"1022447741","username":"hvns2rare_","text":"go to rakai he said u got bronco number not his","badges":{},"emotes":{},"tmi_sent_ts":1784431611620,"stream_offset_ms":26986620}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=turbo/1;client-nonce=E6EA8971-DB37-42F8-AE9C-43AF008AE433;color=;display-name=oncrxcklol;emotes=;first-msg=0;flags=;id=8a0fa588-33ca-42eb-a15b-4c13516e8634;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431611870;turbo=1;user-id=1322733122;user-type= :oncrxcklol!oncrxcklol@oncrxcklol.tmi.twitch.tv PRIVMSG #tatumbittick :rakai ain’t even change","message_id":"8a0fa588-33ca-42eb-a15b-4c13516e8634","user_id":"1322733122","username":"oncrxcklol","text":"rakai ain’t even change","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431611870,"stream_offset_ms":26986870}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=6FDBD5E5-137B-45D0-A7D6-C952E847B2E0;color=;display-name=b0nskinum1;emotes=;first-msg=0;flags=;id=0ee5e3a3-6ddd-469d-9571-36a7cd1a899e;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431612018;turbo=0;user-id=1505759732;user-type= :b0nskinum1!b0nskinum1@b0nskinum1.tmi.twitch.tv PRIVMSG #tatumbittick :HE TRUNA FOND U","message_id":"0ee5e3a3-6ddd-469d-9571-36a7cd1a899e","user_id":"1505759732","username":"b0nskinum1","text":"HE TRUNA FOND U","badges":{},"emotes":{},"tmi_sent_ts":1784431612018,"stream_offset_ms":26987018}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=football-fest-2026/1;color=#FF0000;display-name=quevin98;emotes=;first-msg=0;flags=;id=85c120f2-f534-4586-9a8f-b0d14cf869a2;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431612129;turbo=0;user-id=981993924;user-type= :quevin98!quevin98@quevin98.tmi.twitch.tv PRIVMSG #tatumbittick :Dorm numberrr","message_id":"85c120f2-f534-4586-9a8f-b0d14cf869a2","user_id":"981993924","username":"quevin98","text":"Dorm numberrr","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431612129,"stream_offset_ms":26987129}
+{"channel":"tatumbittick","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=4ACA5F81-38FC-43CA-B922-4386899077CD;color=;display-name=shaunIs5star_;emotes=;first-msg=0;flags=;id=edc1e3c4-7387-43c9-bf88-af74a2094e87;mod=0;returning-chatter=0;room-id=1390268746;subscriber=1;tmi-sent-ts=1784431612281;turbo=0;user-id=713747270;user-type= :shaunis5star_!shaunis5star_@shaunis5star_.tmi.twitch.tv PRIVMSG #tatumbittick :https://www.twitch.tv/plaqueboymax/clip/PunchyTubularUdonDBstyle-Z_V_d8YBtFMVfUye WATCH THIS","message_id":"edc1e3c4-7387-43c9-bf88-af74a2094e87","user_id":"713747270","username":"shaunis5star_","text":"https://www.twitch.tv/plaqueboymax/clip/PunchyTubularUdonDBstyle-Z_V_d8YBtFMVfUye WATCH THIS","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431612281,"stream_offset_ms":26987281}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=FB6FADDA-B4C5-4526-A7AC-D525574DF537;color=;display-name=brennanalexander20;emotes=;first-msg=0;flags=;id=36aab2f5-eb8f-4f13-81f1-4af167709565;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431612517;turbo=0;user-id=1270996860;user-type= :brennanalexander20!brennanalexander20@brennanalexander20.tmi.twitch.tv PRIVMSG #tatumbittick :rakai tryna find uuuuuu","message_id":"36aab2f5-eb8f-4f13-81f1-4af167709565","user_id":"1270996860","username":"brennanalexander20","text":"rakai tryna find uuuuuu","badges":{},"emotes":{},"tmi_sent_ts":1784431612517,"stream_offset_ms":26987517}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=AD93ECA4-7D1D-4DB3-BD46-B95FC433F3E7;color=;display-name=jessesoko1;emotes=;first-msg=0;flags=;id=5f8576a1-34c2-4542-9f33-a69b3440a675;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431612775;turbo=0;user-id=844009461;user-type= :jessesoko1!jessesoko1@jessesoko1.tmi.twitch.tv PRIVMSG #tatumbittick :rakai comin for u","message_id":"5f8576a1-34c2-4542-9f33-a69b3440a675","user_id":"844009461","username":"jessesoko1","text":"rakai comin for u","badges":{},"emotes":{},"tmi_sent_ts":1784431612775,"stream_offset_ms":26987775}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=777062E4-6875-4A45-A654-2351B92BA320;color=;display-name=villanogami;emotes=;first-msg=0;flags=;id=a3bbf813-edd5-436c-9e3d-42bdd144d3b4;mod=0;reply-parent-display-name=izzyduhh;reply-parent-msg-body=W\\s73k;reply-parent-msg-id=bba52c20-80a5-4a9a-8004-870137b33cb1;reply-parent-user-id=808906045;reply-parent-user-login=izzyduhh;reply-thread-parent-display-name=izzyduhh;reply-thread-parent-msg-id=bba52c20-80a5-4a9a-8004-870137b33cb1;reply-thread-parent-user-id=808906045;reply-thread-parent-user-login=izzyduhh;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431613102;turbo=0;user-id=782619050;user-type= :villanogami!villanogami@villanogami.tmi.twitch.tv PRIVMSG #tatumbittick :@izzyduhh W Content Girlfriend","message_id":"a3bbf813-edd5-436c-9e3d-42bdd144d3b4","user_id":"782619050","username":"villanogami","text":"@izzyduhh W Content Girlfriend","badges":{},"emotes":{},"tmi_sent_ts":1784431613102,"stream_offset_ms":26988102}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=0A7D5538-B5FE-4DC7-851B-CFDEC430C322;color=;display-name=smeezyk38;emotes=;first-msg=0;flags=;id=07dbec61-e134-4db2-84cb-81899d1ddeff;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431613266;turbo=0;user-id=908161917;user-type= :smeezyk38!smeezyk38@smeezyk38.tmi.twitch.tv PRIVMSG #tatumbittick :10-4","message_id":"07dbec61-e134-4db2-84cb-81899d1ddeff","user_id":"908161917","username":"smeezyk38","text":"10-4","badges":{},"emotes":{},"tmi_sent_ts":1784431613266,"stream_offset_ms":26988266}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=F8768197-4459-4DDA-8B82-5647555C7A1E;color=;display-name=mehsgshshsjdjdjdjdjdjd;emotes=;first-msg=0;flags=;id=9d82f236-009f-49e1-b50b-c04152fa535b;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431613295;turbo=0;user-id=1501659294;user-type= :mehsgshshsjdjdjdjdjdjd!mehsgshshsjdjdjdjdjdjd@mehsgshshsjdjdjdjdjdjd.tmi.twitch.tv PRIVMSG #tatumbittick :go to his dorm","message_id":"9d82f236-009f-49e1-b50b-c04152fa535b","user_id":"1501659294","username":"mehsgshshsjdjdjdjdjdjd","text":"go to his dorm","badges":{},"emotes":{},"tmi_sent_ts":1784431613295,"stream_offset_ms":26988295}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=6397891D-2EF0-4337-87CB-258B46424E96;color=#008000;display-name=hyperbray43;emotes=;first-msg=0;flags=;id=6edcd60e-1c79-42b0-9e80-b36bf72230e8;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431613501;turbo=0;user-id=771847860;user-type= :hyperbray43!hyperbray43@hyperbray43.tmi.twitch.tv PRIVMSG #tatumbittick :go to dean office","message_id":"6edcd60e-1c79-42b0-9e80-b36bf72230e8","user_id":"771847860","username":"hyperbray43","text":"go to dean office","badges":{},"emotes":{},"tmi_sent_ts":1784431613501,"stream_offset_ms":26988501}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=29E7EB26-8D36-46C4-BB80-2D350B2563D1;color=#0000FF;display-name=omega_0990;emotes=;first-msg=1;flags=;id=0dfef50a-cfe3-43b0-8282-bb6605fc2c0e;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431613594;turbo=0;user-id=884124915;user-type= :omega_0990!omega_0990@omega_0990.tmi.twitch.tv PRIVMSG #tatumbittick :go to room 221","message_id":"0dfef50a-cfe3-43b0-8282-bb6605fc2c0e","user_id":"884124915","username":"omega_0990","text":"go to room 221","badges":{},"emotes":{},"tmi_sent_ts":1784431613594,"stream_offset_ms":26988594}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=C0E56029-6AF8-49E0-B879-8BCF2D6D723E;color=;display-name=jdot1223568;emotes=;first-msg=0;flags=;id=e9d933e8-f82a-4150-808e-f6e40cd44dad;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431613688;turbo=0;user-id=929688644;user-type= :jdot1223568!jdot1223568@jdot1223568.tmi.twitch.tv PRIVMSG #tatumbittick :check the clip","message_id":"e9d933e8-f82a-4150-808e-f6e40cd44dad","user_id":"929688644","username":"jdot1223568","text":"check the clip","badges":{},"emotes":{},"tmi_sent_ts":1784431613688,"stream_offset_ms":26988688}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=D1BB5A47-6852-4F7E-AD0D-802A5D7D6292;color=;display-name=lakersfor4life;emotes=;first-msg=0;flags=;id=26aae0a3-ea9a-4865-a839-b413870967da;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431613743;turbo=0;user-id=813349833;user-type= :lakersfor4life!lakersfor4life@lakersfor4life.tmi.twitch.tv PRIVMSG #tatumbittick :he getting ready to","message_id":"26aae0a3-ea9a-4865-a839-b413870967da","user_id":"813349833","username":"lakersfor4life","text":"he getting ready to","badges":{},"emotes":{},"tmi_sent_ts":1784431613743,"stream_offset_ms":26988743}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=premium/1;client-nonce=73701F7D-0635-4402-A068-84B783F004F1;color=;display-name=blessdagen;emotes=;first-msg=0;flags=;id=8e6dc02a-2c37-4a7c-981f-ccb9aa422516;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431613995;turbo=0;user-id=1311771435;user-type= :blessdagen!blessdagen@blessdagen.tmi.twitch.tv PRIVMSG #tatumbittick :https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg","message_id":"8e6dc02a-2c37-4a7c-981f-ccb9aa422516","user_id":"1311771435","username":"blessdagen","text":"https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431613995,"stream_offset_ms":26988995}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=BC4CC6FC-2379-4A0D-8BE3-025D03B649FB;color=;display-name=vDeeJay1;emotes=;first-msg=0;flags=;id=87a782e9-005f-4c2a-bed1-f5cee151eb8b;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431614960;turbo=0;user-id=612539793;user-type= :vdeejay1!vdeejay1@vdeejay1.tmi.twitch.tv PRIVMSG #tatumbittick :you look mad good","message_id":"87a782e9-005f-4c2a-bed1-f5cee151eb8b","user_id":"612539793","username":"vdeejay1","text":"you look mad good","badges":{},"emotes":{},"tmi_sent_ts":1784431614960,"stream_offset_ms":26989960}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=7BAA69F6-62D5-4F8E-A09A-854E4FB7B28A;color=#0000FF;display-name=rayquanrakai;emotes=;first-msg=1;flags=;id=0ed107b9-3dea-445d-bec4-75a149348a5a;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431615301;turbo=0;user-id=1328759879;user-type= :rayquanrakai!rayquanrakai@rayquanrakai.tmi.twitch.tv PRIVMSG #tatumbittick :u going on a date","message_id":"0ed107b9-3dea-445d-bec4-75a149348a5a","user_id":"1328759879","username":"rayquanrakai","text":"u going on a date","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431615301,"stream_offset_ms":26990301}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=B6B2008B-485C-4FA6-A23B-B1506FDCEF3C;color=;display-name=b1kt0e;emotes=;first-msg=0;flags=;id=761cd08f-c604-4e7c-a5e2-f2ebb14215e0;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431615449;turbo=0;user-id=1520513668;user-type= :b1kt0e!b1kt0e@b1kt0e.tmi.twitch.tv PRIVMSG #tatumbittick :https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg look","message_id":"761cd08f-c604-4e7c-a5e2-f2ebb14215e0","user_id":"1520513668","username":"b1kt0e","text":"https://www.twitch.tv/2xrakai/clip/HappyStupidPotKappaRoss-_9fV_r0cNq6cuxMg look","badges":{},"emotes":{},"tmi_sent_ts":1784431615449,"stream_offset_ms":26990449}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=81B33A66-E294-489D-BFB1-7DD590C932D2;color=;display-name=kofithe1st;emotes=;first-msg=0;flags=;id=57f04b66-bbae-461c-8745-47d2d2068efe;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431615718;turbo=0;user-id=1174792789;user-type= :kofithe1st!kofithe1st@kofithe1st.tmi.twitch.tv PRIVMSG #tatumbittick :BROOOO","message_id":"57f04b66-bbae-461c-8745-47d2d2068efe","user_id":"1174792789","username":"kofithe1st","text":"BROOOO","badges":{},"emotes":{},"tmi_sent_ts":1784431615718,"stream_offset_ms":26990718}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=41093340-A05E-402C-8AB8-9A4107AFF328;color=;display-name=tainayeah;emotes=;first-msg=1;flags=;id=640115a6-5fe8-44af-a560-4f1c1adcd4db;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431616110;turbo=0;user-id=1520665042;user-type= :tainayeah!tainayeah@tainayeah.tmi.twitch.tv PRIVMSG #tatumbittick :go to dean office","message_id":"640115a6-5fe8-44af-a560-4f1c1adcd4db","user_id":"1520665042","username":"tainayeah","text":"go to dean office","badges":{},"emotes":{},"tmi_sent_ts":1784431616110,"stream_offset_ms":26991110}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=a9e6f82617464638923c97df2acd0728;color=;display-name=ilikeoo1;emotes=;first-msg=0;flags=;id=bbd62a9c-cfe0-40b2-8f6a-48394364b041;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431616767;turbo=0;user-id=1137867651;user-type= :ilikeoo1!ilikeoo1@ilikeoo1.tmi.twitch.tv PRIVMSG #tatumbittick :RAKAI COMING DONT LEAVE","message_id":"bbd62a9c-cfe0-40b2-8f6a-48394364b041","user_id":"1137867651","username":"ilikeoo1","text":"RAKAI COMING DONT LEAVE","badges":{},"emotes":{},"tmi_sent_ts":1784431616767,"stream_offset_ms":26991767}
diff --git a/data/tetristhegrandmaster3__20260719T032656856873.jsonl b/data/tetristhegrandmaster3__20260719T032656856873.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a2b023d0cd6787f3942bf2faf6953ba48f5dd262
--- /dev/null
+++ b/data/tetristhegrandmaster3__20260719T032656856873.jsonl
@@ -0,0 +1,2 @@
+{"channel":"tetristhegrandmaster3","raw_message":"@badge-info=;badges=sub-gifter/950;bits=100;color=#FF0000;display-name=神戸ビーフ;emotes=;first-msg=0;flags=;id=e0c443c1-b55a-4b4b-81e8-7dc85f109836;mod=0;returning-chatter=0;room-id=47281189;subscriber=0;tmi-sent-ts=1784431606675;turbo=0;user-id=74593697;user-type= :mokolu!mokolu@mokolu.tmi.twitch.tv PRIVMSG #tetristhegrandmaster3 :tgm3Cheer100 新人類感應發動 我感受到觀眾的塞包意念了 代塞骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯","message_id":"e0c443c1-b55a-4b4b-81e8-7dc85f109836","user_id":"74593697","username":"mokolu","text":"tgm3Cheer100 新人類感應發動 我感受到觀眾的塞包意念了 代塞骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯骯","badges":{"sub-gifter":"950"},"emotes":{},"tmi_sent_ts":1784431606675,"stream_offset_ms":57505675}
+{"channel":"tetristhegrandmaster3","raw_message":"@badge-info=subscriber/102;badges=subscriber/96,ditto/1;client-nonce=c57630706db44ae1b4e16a31796d45af;color=#0088CC;display-name=櫻花牛;emotes=;first-msg=0;flags=;id=e8099f95-8506-4a32-9ccb-ac864de5825a;mod=0;returning-chatter=0;room-id=47281189;subscriber=1;tmi-sent-ts=1784431609666;turbo=0;user-id=47872106;user-type= :asty0926!asty0926@asty0926.tmi.twitch.tv PRIVMSG #tetristhegrandmaster3 :我以前的工作...都比這個低蠻多的","message_id":"e8099f95-8506-4a32-9ccb-ac864de5825a","user_id":"47872106","username":"asty0926","text":"我以前的工作...都比這個低蠻多的","badges":{"subscriber":"96","ditto":"1"},"emotes":{},"tmi_sent_ts":1784431609666,"stream_offset_ms":57508666}
diff --git a/data/thelorr__20260719T032656858775.jsonl b/data/thelorr__20260719T032656858775.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b5de1c2e5f8b2c187583d3eaaf0bba9ebd4d91e4
--- /dev/null
+++ b/data/thelorr__20260719T032656858775.jsonl
@@ -0,0 +1,2 @@
+{"channel":"thelorr","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,sub-gifter/5;client-nonce=e7e4f4abc4084bb4a6b4d062fa138283;color=#8A2BE2;display-name=Shimpanzeeee;emotes=;first-msg=0;flags=;id=2f5d4a54-91d0-4f02-b526-4a52ba4126ef;mod=0;returning-chatter=0;room-id=955173538;subscriber=1;tmi-sent-ts=1784431609305;turbo=0;user-id=164700973;user-type= :shimpanzeeee!shimpanzeeee@shimpanzeeee.tmi.twitch.tv PRIVMSG #thelorr :i missed it did you kill spectral or kill someone with the fabric?","message_id":"2f5d4a54-91d0-4f02-b526-4a52ba4126ef","user_id":"164700973","username":"shimpanzeeee","text":"i missed it did you kill spectral or kill someone with the fabric?","badges":{"subscriber":"2","sub-gifter":"5"},"emotes":{},"tmi_sent_ts":1784431609305,"stream_offset_ms":32002305}
+{"channel":"thelorr","raw_message":"@badge-info=;badges=;client-nonce=e827d67f9971412b8ec7fd94af0ff670;color=#DAA520;display-name=iamkeenancoke;emotes=;first-msg=0;flags=;id=742cf572-7202-467d-99e4-c4b1261a85f7;mod=0;returning-chatter=0;room-id=955173538;subscriber=0;tmi-sent-ts=1784431612220;turbo=0;user-id=881063689;user-type= :iamkeenancoke!iamkeenancoke@iamkeenancoke.tmi.twitch.tv PRIVMSG #thelorr :cooked","message_id":"742cf572-7202-467d-99e4-c4b1261a85f7","user_id":"881063689","username":"iamkeenancoke","text":"cooked","badges":{},"emotes":{},"tmi_sent_ts":1784431612220,"stream_offset_ms":32005220}
diff --git a/data/tinakitten__20260719T032656858508.jsonl b/data/tinakitten__20260719T032656858508.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..70d84202a5b9ef0e82997ec8fce2029ae4bf8b95
--- /dev/null
+++ b/data/tinakitten__20260719T032656858508.jsonl
@@ -0,0 +1,2 @@
+{"channel":"tinakitten","raw_message":"@badge-info=subscriber/20;badges=subscriber/18,borderlands-4-badge---vault-symbol/1;color=#FF69B4;display-name=thundermelon10123;emotes=;first-msg=0;flags=;id=8e2e347b-f9a6-4174-8356-689521b448fc;mod=0;returning-chatter=0;room-id=42032495;source-badge-info=subscriber/20;source-badges=subscriber/18,borderlands-4-badge---vault-symbol/1;source-id=8e2e347b-f9a6-4174-8356-689521b448fc;source-only=0;source-room-id=42032495;subscriber=1;tmi-sent-ts=1784431608655;turbo=0;user-id=268214776;user-type= :thundermelon10123!thundermelon10123@thundermelon10123.tmi.twitch.tv PRIVMSG #tinakitten :BUG is the reason why we made it this far","message_id":"8e2e347b-f9a6-4174-8356-689521b448fc","user_id":"268214776","username":"thundermelon10123","text":"BUG is the reason why we made it this far","badges":{"subscriber":"18","borderlands-4-badge---vault-symbol":"1"},"emotes":{},"tmi_sent_ts":1784431608655,"stream_offset_ms":30237655}
+{"channel":"tinakitten","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,premium/1;client-nonce=8A929FFC-1FBA-4C48-8873-DC0866697225;color=;display-name=skinnecott;emotes=;first-msg=0;flags=;id=882a9b1d-75c4-4655-865e-901b47229f8c;mod=0;returning-chatter=0;room-id=42032495;source-badge-info=subscriber/2;source-badges=subscriber/2,premium/1;source-id=882a9b1d-75c4-4655-865e-901b47229f8c;source-only=0;source-room-id=42032495;subscriber=1;tmi-sent-ts=1784431614870;turbo=0;user-id=552245455;user-type= :skinnecott!skinnecott@skinnecott.tmi.twitch.tv PRIVMSG #tinakitten :tina knows coach","message_id":"882a9b1d-75c4-4655-865e-901b47229f8c","user_id":"552245455","username":"skinnecott","text":"tina knows coach","badges":{"subscriber":"2","premium":"1"},"emotes":{},"tmi_sent_ts":1784431614870,"stream_offset_ms":30243870}
diff --git a/data/tommypervan__20260719T032656856581.jsonl b/data/tommypervan__20260719T032656856581.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3db1e29f70414e13f03422fc01e90114f1cf2e68
--- /dev/null
+++ b/data/tommypervan__20260719T032656856581.jsonl
@@ -0,0 +1,7 @@
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=moderator/1,nasa-artemis-ii/1;client-nonce=f4fa1a7321b04703b43956b18a3c879d;color=#BA1D1D;display-name=Pandahsupp;emotes=;first-msg=0;flags=;id=0081f469-7638-496e-99f6-aa484deacfb5;mod=1;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431606472;turbo=0;user-id=491734275;user-type=mod :pandahsupp!pandahsupp@pandahsupp.tmi.twitch.tv PRIVMSG #tommypervan :entran 2 enanos a un prostibulo","message_id":"0081f469-7638-496e-99f6-aa484deacfb5","user_id":"491734275","username":"pandahsupp","text":"entran 2 enanos a un prostibulo","badges":{"moderator":"1","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431606472,"stream_offset_ms":7128472}
+{"channel":"tommypervan","raw_message":"@badge-info=subscriber/4;badges=subscriber/3,glitchcon2020/1;client-nonce=78317b50a7ad4affb4281f604daf9843;color=#9ACD32;display-name=Roko_FSM;emotes=;first-msg=0;flags=;id=7e8ab5e6-b0d1-4c3b-b57c-f4e4f25c7fab;mod=0;returning-chatter=0;room-id=62079764;subscriber=1;tmi-sent-ts=1784431606637;turbo=0;user-id=142571607;user-type= :roko_fsm!roko_fsm@roko_fsm.tmi.twitch.tv PRIVMSG #tommypervan :tulita jojoJOO","message_id":"7e8ab5e6-b0d1-4c3b-b57c-f4e4f25c7fab","user_id":"142571607","username":"roko_fsm","text":"tulita jojoJOO","badges":{"subscriber":"3","glitchcon2020":"1"},"emotes":{},"tmi_sent_ts":1784431606637,"stream_offset_ms":7128637}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=568F81D1-E1EB-4224-8738-49208BBC56F0;color=#FF0000;display-name=antonioowtf;emotes=;first-msg=0;flags=;id=d44601ad-2e8e-48d9-a1ac-ce1771f841fc;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431607364;turbo=0;user-id=231039174;user-type= :antonioowtf!antonioowtf@antonioowtf.tmi.twitch.tv PRIVMSG #tommypervan :dijeron PICO ?","message_id":"d44601ad-2e8e-48d9-a1ac-ce1771f841fc","user_id":"231039174","username":"antonioowtf","text":"dijeron PICO ?","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431607364,"stream_offset_ms":7129364}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=nasa-artemis-ii/1;client-nonce=b49005da71da42f6b2863921082d6d2c;color=#00FF7F;display-name=bqK__;emotes=;first-msg=0;flags=;id=1d738245-11e6-438e-a5ee-255429497815;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431607485;turbo=0;user-id=104266324;user-type= :bqk__!bqk__@bqk__.tmi.twitch.tv PRIVMSG #tommypervan :algunas cosas derrepente me dan hiperfijación y termino informándome de arriba a abajo de eso, creo que te pasa lo mismo xdx","message_id":"1d738245-11e6-438e-a5ee-255429497815","user_id":"104266324","username":"bqk__","text":"algunas cosas derrepente me dan hiperfijación y termino informándome de arriba a abajo de eso, creo que te pasa lo mismo xdx","badges":{"nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431607485,"stream_offset_ms":7129485}
+{"channel":"tommypervan","raw_message":"@badge-info=founder/86;badges=moderator/1,founder/0,nasa-artemis-ii/1;client-nonce=67db1b51832346e8a570002576722389;color=#FF0000;display-name=Peg4zus;emotes=;first-msg=0;flags=;id=507beb35-2a54-4c0e-a4ba-06c703db7cef;mod=1;returning-chatter=0;room-id=62079764;subscriber=1;tmi-sent-ts=1784431610180;turbo=0;user-id=48649211;user-type=mod :peg4zus!peg4zus@peg4zus.tmi.twitch.tv PRIVMSG #tommypervan :en resumen: tdah","message_id":"507beb35-2a54-4c0e-a4ba-06c703db7cef","user_id":"48649211","username":"peg4zus","text":"en resumen: tdah","badges":{"moderator":"1","founder":"0","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431610180,"stream_offset_ms":7132180}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=the-deer/1;client-nonce=D1985F1F-195E-4336-AF7E-E1A2F2961AB1;color=#FF69B4;display-name=don_anibal;emotes=;first-msg=0;flags=;id=4fe196aa-17c1-43ff-9c38-6c1c620bc6f3;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431611319;turbo=0;user-id=848560777;user-type= :don_anibal!don_anibal@don_anibal.tmi.twitch.tv PRIVMSG #tommypervan :al wea del pancho","message_id":"4fe196aa-17c1-43ff-9c38-6c1c620bc6f3","user_id":"848560777","username":"don_anibal","text":"al wea del pancho","badges":{"the-deer":"1"},"emotes":{},"tmi_sent_ts":1784431611319,"stream_offset_ms":7133319}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=;client-nonce=c3ee810098e04e7abb1d8910b99ca29b;color=#FF4500;display-name=wolfenzon;emotes=81274:75-80;first-msg=0;flags=;id=682ea25c-d9a1-436e-95b6-83774d0e484d;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431611917;turbo=0;user-id=611332362;user-type= :wolfenzon!wolfenzon@wolfenzon.tmi.twitch.tv PRIVMSG #tommypervan :omas voy a pagar tinder premium para engrupirme una irlandesa, abro debate VoHiYo","message_id":"682ea25c-d9a1-436e-95b6-83774d0e484d","user_id":"611332362","username":"wolfenzon","text":"omas voy a pagar tinder premium para engrupirme una irlandesa, abro debate VoHiYo","badges":{},"emotes":{"81274":["75-80"]},"tmi_sent_ts":1784431611917,"stream_offset_ms":7133917}
diff --git a/data/transforms__20260719T032656858409.jsonl b/data/transforms__20260719T032656858409.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8066fc45998f814cd238a39217767d814540c371
--- /dev/null
+++ b/data/transforms__20260719T032656858409.jsonl
@@ -0,0 +1,3 @@
+{"channel":"transforms","raw_message":"@badge-info=subscriber/2;badges=moderator/1,subscriber/0;color=;display-name=g2p4;emotes=;first-msg=0;flags=;id=87aceff8-e8ce-468c-aa31-314d0c19be60;mod=1;returning-chatter=0;room-id=438067685;subscriber=1;tmi-sent-ts=1784431608522;turbo=0;user-id=431054471;user-type=mod :g2p4!g2p4@g2p4.tmi.twitch.tv PRIVMSG #transforms :!socials","message_id":"87aceff8-e8ce-468c-aa31-314d0c19be60","user_id":"431054471","username":"g2p4","text":"!socials","badges":{"moderator":"1","subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431608522,"stream_offset_ms":87915522}
+{"channel":"transforms","raw_message":"@badge-info=;badges=moderator/1,partner/1;color=#32C3A2;display-name=Streamlabs;emotes=;first-msg=0;flags=;id=9582e862-b578-440a-9886-ade84ca7502c;mod=1;returning-chatter=0;room-id=438067685;subscriber=0;tmi-sent-ts=1784431608715;turbo=0;user-id=105166207;user-type=mod :streamlabs!streamlabs@streamlabs.tmi.twitch.tv PRIVMSG #transforms :See Most Up to date information about Badges here https://badgedrops.com/events","message_id":"9582e862-b578-440a-9886-ade84ca7502c","user_id":"105166207","username":"streamlabs","text":"See Most Up to date information about Badges here https://badgedrops.com/events","badges":{"moderator":"1","partner":"1"},"emotes":{},"tmi_sent_ts":1784431608715,"stream_offset_ms":87915715}
+{"channel":"transforms","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;color=;display-name=fliesthegoat;emotes=;first-msg=0;flags=;id=2e182611-2007-4f29-a12c-748be4bd7f3a;mod=0;returning-chatter=0;room-id=438067685;subscriber=1;tmi-sent-ts=1784431610837;turbo=0;user-id=1514455365;user-type= :fliesthegoat!fliesthegoat@fliesthegoat.tmi.twitch.tv PRIVMSG #transforms :!gamble 802","message_id":"2e182611-2007-4f29-a12c-748be4bd7f3a","user_id":"1514455365","username":"fliesthegoat","text":"!gamble 802","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431610837,"stream_offset_ms":87917837}
diff --git a/data/tsm_theoddone__20260719T032656857940.jsonl b/data/tsm_theoddone__20260719T032656857940.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d0466c1924ab0249b2bb320f2fedc5903b116e77
--- /dev/null
+++ b/data/tsm_theoddone__20260719T032656857940.jsonl
@@ -0,0 +1,3 @@
+{"channel":"tsm_theoddone","raw_message":"@badge-info=;badges=;color=#2E8B57;display-name=Zelorxon;emotes=;first-msg=0;flags=;id=6e14f641-e29c-4f7c-bd87-753202d14c46;mod=0;returning-chatter=0;room-id=30080840;subscriber=0;tmi-sent-ts=1784431607497;turbo=0;user-id=45225676;user-type= :zelorxon!zelorxon@zelorxon.tmi.twitch.tv PRIVMSG #tsm_theoddone :@KatsudonOfTime if you can't carry just survive until lv7 then afk push with mana pots it's even easier","message_id":"6e14f641-e29c-4f7c-bd87-753202d14c46","user_id":"45225676","username":"zelorxon","text":"@KatsudonOfTime if you can't carry just survive until lv7 then afk push with mana pots it's even easier","badges":{},"emotes":{},"tmi_sent_ts":1784431607497,"stream_offset_ms":23225497}
+{"channel":"tsm_theoddone","raw_message":"@badge-info=;badges=lost-ark-anniversary/1;client-nonce=053775c7b45a41039fdb1e5e31f0642e;color=#6200FF;display-name=noNova;emotes=;first-msg=0;flags=;id=2c335c3b-b2a1-4486-b6c9-abfc2fd6ab36;mod=0;returning-chatter=0;room-id=30080840;subscriber=0;tmi-sent-ts=1784431610275;turbo=0;user-id=49271234;user-type= :nonova!nonova@nonova.tmi.twitch.tv PRIVMSG #tsm_theoddone :Wokege","message_id":"2c335c3b-b2a1-4486-b6c9-abfc2fd6ab36","user_id":"49271234","username":"nonova","text":"Wokege","badges":{"lost-ark-anniversary":"1"},"emotes":{},"tmi_sent_ts":1784431610275,"stream_offset_ms":23228275}
+{"channel":"tsm_theoddone","raw_message":"@badge-info=subscriber/107;badges=subscriber/96;color=#00FF7F;display-name=AppleBud;emotes=;first-msg=0;flags=;id=63fbdf2e-6c95-4121-85fa-0bdcd373bc97;mod=0;returning-chatter=0;room-id=30080840;subscriber=1;tmi-sent-ts=1784431615694;turbo=0;user-id=37060881;user-type= :applebud!applebud@applebud.tmi.twitch.tv PRIVMSG #tsm_theoddone :When's the showmatch again?","message_id":"63fbdf2e-6c95-4121-85fa-0bdcd373bc97","user_id":"37060881","username":"applebud","text":"When's the showmatch again?","badges":{"subscriber":"96"},"emotes":{},"tmi_sent_ts":1784431615694,"stream_offset_ms":23233694}
diff --git a/data/valorant_br__20260719T032656861454.jsonl b/data/valorant_br__20260719T032656861454.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a9a90e2c8c780a91a7a3981ae55a26f533cb1bc6
--- /dev/null
+++ b/data/valorant_br__20260719T032656861454.jsonl
@@ -0,0 +1 @@
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=df98190e31b0431094d815c87882a80d;color=;display-name=7copas7ouro;emotes=;first-msg=0;flags=;id=a3d06b70-31d5-4bc7-b413-bdf6adaea0bb;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431616182;turbo=0;user-id=872589523;user-type= :7copas7ouro!7copas7ouro@7copas7ouro.tmi.twitch.tv PRIVMSG #valorant_br :vlw","message_id":"a3d06b70-31d5-4bc7-b413-bdf6adaea0bb","user_id":"872589523","username":"7copas7ouro","text":"vlw","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431616182,"stream_offset_ms":26317182}
diff --git a/data/warn__20260719T032656858324.jsonl b/data/warn__20260719T032656858324.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..729a232f8361428edabedfea711560762802541d
--- /dev/null
+++ b/data/warn__20260719T032656858324.jsonl
@@ -0,0 +1,3 @@
+{"channel":"warn","raw_message":"@badge-info=subscriber/76;badges=moderator/1,subscriber/2072,nasa-artemis-ii/1;client-nonce=145EB238-716C-42FA-AD4F-EDFAB096FBA8;color=#CCCCFF;display-name=hamzyypoo;emotes=;first-msg=0;flags=;id=79f333ff-a824-4d92-83bc-c97225d7848a;mod=1;returning-chatter=0;room-id=53648099;subscriber=1;tmi-sent-ts=1784431608310;turbo=0;user-id=141919772;user-type=mod :hamzyypoo!hamzyypoo@hamzyypoo.tmi.twitch.tv PRIVMSG #warn :Warn when are you going to watch THE ODYSSEY","message_id":"79f333ff-a824-4d92-83bc-c97225d7848a","user_id":"141919772","username":"hamzyypoo","text":"Warn when are you going to watch THE ODYSSEY","badges":{"moderator":"1","subscriber":"2072","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431608310,"stream_offset_ms":18576310}
+{"channel":"warn","raw_message":"@badge-info=subscriber/5;badges=subscriber/3,blossom-badge/4;client-nonce=064B7533-733F-4A33-9E8F-BF94E4CD3DF3;color=#FFD3E9;display-name=emreswife_;emotes=;first-msg=0;flags=;id=d19ef410-828d-452b-8889-457c6c58d3d0;mod=0;returning-chatter=0;room-id=53648099;subscriber=1;tmi-sent-ts=1784431609349;turbo=0;user-id=570736690;user-type= :emreswife_!emreswife_@emreswife_.tmi.twitch.tv PRIVMSG #warn :my stream streak is gonna be over soon bcz a tropical storm is forming","message_id":"d19ef410-828d-452b-8889-457c6c58d3d0","user_id":"570736690","username":"emreswife_","text":"my stream streak is gonna be over soon bcz a tropical storm is forming","badges":{"subscriber":"3","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431609349,"stream_offset_ms":18577349}
+{"channel":"warn","raw_message":"@badge-info=subscriber/15;badges=subscriber/12,together-for-good-25---good-badge/1;client-nonce=698f9662026b437485de3e43ad023cdd;color=#FFCAE4;display-name=creative_jelly;emotes=;first-msg=0;flags=;id=054758de-b2c0-4cbd-9943-e3a7795afcb6;mod=0;reply-parent-display-name=cmplxifly;reply-parent-msg-body=@creative_jelly\\sit’s\\sprobably\\sat\\sleast\\sa\\smonth\\sold\\sI’ve\\snot\\sbeen\\sto\\sTrader\\sJoe’s\\sin\\sa\\swhile;reply-parent-msg-id=2b420cfb-9275-4950-aaea-cca712ca8997;reply-parent-user-id=817832730;reply-parent-user-login=cmplxifly;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=1784431615275;turbo=0;user-id=768989022;user-type= :creative_jelly!creative_jelly@creative_jelly.tmi.twitch.tv PRIVMSG #warn :@cmplxifly mhm still good","message_id":"054758de-b2c0-4cbd-9943-e3a7795afcb6","user_id":"768989022","username":"creative_jelly","text":"@cmplxifly mhm still good","badges":{"subscriber":"12","together-for-good-25---good-badge":"1"},"emotes":{},"tmi_sent_ts":1784431615275,"stream_offset_ms":18583275}
diff --git a/data/wintergaming__20260719T032656860389.jsonl b/data/wintergaming__20260719T032656860389.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..917d664f92c12529120c8bcc1e9755fa855d6404
--- /dev/null
+++ b/data/wintergaming__20260719T032656860389.jsonl
@@ -0,0 +1 @@
+{"channel":"wintergaming","raw_message":"@badge-info=;badges=;client-nonce=e4cce87407db4a8db5e854b66d82bea0;color=;display-name=sZmxxd;emotes=425618:37-39;first-msg=0;flags=;id=a7adb93d-6a99-4512-9f19-a03be3b858c1;mod=0;returning-chatter=0;room-id=25766032;subscriber=0;tmi-sent-ts=1784431613841;turbo=0;user-id=1218460817;user-type= :szmxxd!szmxxd@szmxxd.tmi.twitch.tv PRIVMSG #wintergaming :terran is only good if your are clem LUL","message_id":"a7adb93d-6a99-4512-9f19-a03be3b858c1","user_id":"1218460817","username":"szmxxd","text":"terran is only good if your are clem LUL","badges":{},"emotes":{"425618":["37-39"]},"tmi_sent_ts":1784431613841,"stream_offset_ms":5583841}
diff --git a/data/wissksrr__20260719T032656858014.jsonl b/data/wissksrr__20260719T032656858014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a4cac3dde34eb1bd1228a556f27449dc0c76e39e
--- /dev/null
+++ b/data/wissksrr__20260719T032656858014.jsonl
@@ -0,0 +1,2 @@
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=clips-leader/3;client-nonce=1E38C499-0A96-4B38-AE80-4E76FEC89926;color=#FF0000;display-name=ilyes_937z;emotes=;first-msg=0;flags=;id=4a74a753-936f-418d-ae1b-5a470bd8167e;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431607611;turbo=0;user-id=1387076695;user-type= :ilyes_937z!ilyes_937z@ilyes_937z.tmi.twitch.tv PRIVMSG #wissksrr :mly c un scandale la","message_id":"4a74a753-936f-418d-ae1b-5a470bd8167e","user_id":"1387076695","username":"ilyes_937z","text":"mly c un scandale la","badges":{"clips-leader":"3"},"emotes":{},"tmi_sent_ts":1784431607611,"stream_offset_ms":32206611}
+{"channel":"wissksrr","raw_message":"@badge-info=subscriber/2;badges=subscriber/0;client-nonce=D0A06A60-F855-4E11-B2B6-FCB2FCFFFDC9;color=;display-name=salma_aa212;emotes=;first-msg=0;flags=;id=3a89bf31-5db5-45bb-8662-e76ac69fccc4;mod=0;reply-parent-display-name=ilyes_937z;reply-parent-msg-body=wsh\\smais\\sj’ai\\srien\\sfait;reply-parent-msg-id=05530b9f-e09f-411c-9120-982463c04c98;reply-parent-user-id=1387076695;reply-parent-user-login=ilyes_937z;reply-thread-parent-display-name=ilyes_937z;reply-thread-parent-msg-id=05530b9f-e09f-411c-9120-982463c04c98;reply-thread-parent-user-id=1387076695;reply-thread-parent-user-login=ilyes_937z;returning-chatter=0;room-id=153276545;subscriber=1;tmi-sent-ts=1784431615482;turbo=0;user-id=1450436461;user-type= :salma_aa212!salma_aa212@salma_aa212.tmi.twitch.tv PRIVMSG #wissksrr :@ilyes_937z insulte pas les femmes wsh","message_id":"3a89bf31-5db5-45bb-8662-e76ac69fccc4","user_id":"1450436461","username":"salma_aa212","text":"@ilyes_937z insulte pas les femmes wsh","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431615482,"stream_offset_ms":32214482}
diff --git a/data/wrldkailee__20260719T032656858256.jsonl b/data/wrldkailee__20260719T032656858256.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..55b2961aae922d928c29198ada8e857b477842fa
--- /dev/null
+++ b/data/wrldkailee__20260719T032656858256.jsonl
@@ -0,0 +1,4 @@
+{"channel":"wrldkailee","raw_message":"@badge-info=subscriber/6;badges=subscriber/6;client-nonce=75F40B22-4579-4698-8DBF-EDFFA835B376;color=#FF69B4;display-name=PuffMommy219;emotes=;first-msg=0;flags=;id=4c3dfcf2-e3d6-4a40-942c-4ef5c3bb0c11;mod=0;returning-chatter=0;room-id=731550674;subscriber=1;tmi-sent-ts=1784431608033;turbo=0;user-id=504263583;user-type= :puffmommy219!puffmommy219@puffmommy219.tmi.twitch.tv PRIVMSG #wrldkailee :going to an off campus party","message_id":"4c3dfcf2-e3d6-4a40-942c-4ef5c3bb0c11","user_id":"504263583","username":"puffmommy219","text":"going to an off campus party","badges":{"subscriber":"6"},"emotes":{},"tmi_sent_ts":1784431608033,"stream_offset_ms":7856033}
+{"channel":"wrldkailee","raw_message":"@badge-info=;badges=glhf-pledge/1;client-nonce=273d845529ca4bce96dfd2f99bd78527;color=#DAA520;display-name=Aramoonstaz;emotes=;first-msg=0;flags=;id=12ebf24f-947a-4bf1-9581-70ddc523a311;mod=0;returning-chatter=0;room-id=731550674;subscriber=0;tmi-sent-ts=1784431609494;turbo=0;user-id=38389283;user-type= :aramoonstaz!aramoonstaz@aramoonstaz.tmi.twitch.tv PRIVMSG #wrldkailee :There are so many better bars here. x.x","message_id":"12ebf24f-947a-4bf1-9581-70ddc523a311","user_id":"38389283","username":"aramoonstaz","text":"There are so many better bars here. x.x","badges":{"glhf-pledge":"1"},"emotes":{},"tmi_sent_ts":1784431609494,"stream_offset_ms":7857494}
+{"channel":"wrldkailee","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=1:26-27/emotesv2_82608cb906714169b04670fe200393a6:49-58/555555584:60-61;first-msg=0;flags=;id=b1a1ca52-f578-4514-a7ab-9bc8e7434ad7;mod=1;returning-chatter=0;room-id=731550674;subscriber=0;tmi-sent-ts=1784431611048;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #wrldkailee :origin46_2  JUST FOLLOWED :) welcome to the fam! wrldkaHYPE <3","message_id":"b1a1ca52-f578-4514-a7ab-9bc8e7434ad7","user_id":"100135110","username":"streamelements","text":"origin46_2  JUST FOLLOWED :) welcome to the fam! wrldkaHYPE <3","badges":{"moderator":"1","bot-badge":"1"},"emotes":{"1":["26-27"],"emotesv2_82608cb906714169b04670fe200393a6":["49-58"],"555555584":["60-61"]},"tmi_sent_ts":1784431611048,"stream_offset_ms":7859048}
+{"channel":"wrldkailee","raw_message":"@badge-info=subscriber/7;badges=moderator/1,subscriber/6,bits-leader/2;client-nonce=36f61ee4cddd4fbab1b191d6220f0169;color=#FFE5FD;display-name=gabsnicki24;emotes=;first-msg=0;flags=;id=e66ea8e8-ccad-46fc-a63e-1f635df304c0;mod=1;returning-chatter=0;room-id=731550674;subscriber=1;tmi-sent-ts=1784431611711;turbo=0;user-id=726756405;user-type=mod :gabsnicki24!gabsnicki24@gabsnicki24.tmi.twitch.tv PRIVMSG #wrldkailee :why is it so laggy","message_id":"e66ea8e8-ccad-46fc-a63e-1f635df304c0","user_id":"726756405","username":"gabsnicki24","text":"why is it so laggy","badges":{"moderator":"1","subscriber":"6","bits-leader":"2"},"emotes":{},"tmi_sent_ts":1784431611711,"stream_offset_ms":7859711}
diff --git a/data/xhalli4x__20260719T032656860967.jsonl b/data/xhalli4x__20260719T032656860967.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bcb4f2f6b8e9eddc5e90cb93dfed1b2f3b851976
--- /dev/null
+++ b/data/xhalli4x__20260719T032656860967.jsonl
@@ -0,0 +1 @@
+{"channel":"xhalli4x","raw_message":"@badge-info=subscriber/52;badges=subscriber/18,premium/1;client-nonce=eb454acd73ed42b085e02903acfdb13d;color=;display-name=aka0717;emotes=;first-msg=0;flags=;id=a582e041-9ad0-4058-81b8-dd60ec5a5c69;mod=0;returning-chatter=0;room-id=147242239;subscriber=1;tmi-sent-ts=1784431614587;turbo=0;user-id=196167508;user-type= :aka0717!aka0717@aka0717.tmi.twitch.tv PRIVMSG #xhalli4x :これ１番きもいな","message_id":"a582e041-9ad0-4058-81b8-dd60ec5a5c69","user_id":"196167508","username":"aka0717","text":"これ１番きもいな","badges":{"subscriber":"18","premium":"1"},"emotes":{},"tmi_sent_ts":1784431614587,"stream_offset_ms":46842587}
diff --git a/data/yodatv__20260719T032656860545.jsonl b/data/yodatv__20260719T032656860545.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ce84d49ec01157aa987ea5c3b2f8d3ed7a672f8b
--- /dev/null
+++ b/data/yodatv__20260719T032656860545.jsonl
@@ -0,0 +1 @@
+{"channel":"yodatv","raw_message":"@badge-info=;badges=;client-nonce=1cb47b85a9b94d3e9e6c4ceffa8bc4fd;color=#00FF7F;display-name=PandaDomain;emotes=;first-msg=0;flags=;id=3ecc708c-95b4-43f6-b574-1314727e5906;mod=0;returning-chatter=0;room-id=22559049;subscriber=0;tmi-sent-ts=1784431614332;turbo=0;user-id=47973533;user-type= :pandadomain!pandadomain@pandadomain.tmi.twitch.tv PRIVMSG #yodatv :KEKWait Check him PC","message_id":"3ecc708c-95b4-43f6-b574-1314727e5906","user_id":"47973533","username":"pandadomain","text":"KEKWait Check him PC","badges":{},"emotes":{},"tmi_sent_ts":1784431614332,"stream_offset_ms":21978332}
diff --git a/data/zenn__20260719T032656857211.jsonl b/data/zenn__20260719T032656857211.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3d9c75e08ca22ecf4b18ef4fb99464ee817547e6
--- /dev/null
+++ b/data/zenn__20260719T032656857211.jsonl
@@ -0,0 +1,2 @@
+{"channel":"zenn","raw_message":"@badge-info=subscriber/14;badges=moderator/1,subscriber/9,hype-train/2;client-nonce=9e5157d1abf24906a74a0fe94269a0b5;color=#FFFFFF;display-name=1pixal;emotes=;first-msg=0;flags=;id=c053423b-7e36-4740-8519-3553150e2ead;mod=1;reply-parent-display-name=phos_phos344;reply-parent-msg-body=@Kabulonn\\s0\\sping;reply-parent-msg-id=3f506294-91d0-4aeb-ba86-9ec1cb93ea90;reply-parent-user-id=1466797600;reply-parent-user-login=phos_phos344;reply-thread-parent-display-name=Kabulonn;reply-thread-parent-msg-id=b62b01a1-c7fb-4ce1-bd05-2144a85b5208;reply-thread-parent-user-id=703444432;reply-thread-parent-user-login=kabulonn;returning-chatter=0;room-id=702583357;subscriber=1;tmi-sent-ts=1784431607026;turbo=0;user-id=1212633703;user-type=mod :1pixal!1pixal@1pixal.tmi.twitch.tv PRIVMSG #zenn :@phos_phos344 cope","message_id":"c053423b-7e36-4740-8519-3553150e2ead","user_id":"1212633703","username":"1pixal","text":"@phos_phos344 cope","badges":{"moderator":"1","subscriber":"9","hype-train":"2"},"emotes":{},"tmi_sent_ts":1784431607026,"stream_offset_ms":4211026}
+{"channel":"zenn","raw_message":"@badge-info=subscriber/3;badges=vip/1,subscriber/3,bits/100;client-nonce=32b4aa9d22a3461e809c0daf2bda413c;color=#8A2BE2;display-name=911؜؜؜؜;emotes=;first-msg=0;flags=;id=cb57aae0-b5b4-4b66-bcb6-a9c3872bd0f9;mod=0;reply-parent-display-name=phos_phos344;reply-parent-msg-body=@Kabulonn\\s0\\sping;reply-parent-msg-id=3f506294-91d0-4aeb-ba86-9ec1cb93ea90;reply-parent-user-id=1466797600;reply-parent-user-login=phos_phos344;reply-thread-parent-display-name=Kabulonn;reply-thread-parent-msg-id=b62b01a1-c7fb-4ce1-bd05-2144a85b5208;reply-thread-parent-user-id=703444432;reply-thread-parent-user-login=kabulonn;returning-chatter=0;room-id=702583357;subscriber=1;tmi-sent-ts=1784431607138;turbo=0;user-id=964573418;user-type=;vip=1 :crxiqz!crxiqz@crxiqz.tmi.twitch.tv PRIVMSG #zenn :@phos_phos344 0 ping doesnt automatically make u good bud","message_id":"cb57aae0-b5b4-4b66-bcb6-a9c3872bd0f9","user_id":"964573418","username":"crxiqz","text":"@phos_phos344 0 ping doesnt automatically make u good bud","badges":{"vip":"1","subscriber":"3","bits":"100"},"emotes":{},"tmi_sent_ts":1784431607138,"stream_offset_ms":4211138}
diff --git a/data/zg__20260719T032656861374.jsonl b/data/zg__20260719T032656861374.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3640482f9b5582e0c30fde6ff4e49d3f84489aae
--- /dev/null
+++ b/data/zg__20260719T032656861374.jsonl
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+{"channel":"zg","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,bits/100;color=#00FF7F;display-name=samdavison1;emotes=;flags=;id=bf17bd8c-0bc6-495b-97b3-58e17583c269;mod=0;room-id=161580815;source-badge-info=;source-badges=moderator/1,sub-gifter/10;source-id=5559be69-94d0-4fc8-a0d8-ac13dd3bb847;source-only=0;source-room-id=1116259476;subscriber=1;tmi-sent-ts=1784431616060;turbo=0;user-id=678600049;user-type= :samdavison1!samdavison1@samdavison1.tmi.twitch.tv PRIVMSG #zg__ :yoo","message_id":"bf17bd8c-0bc6-495b-97b3-58e17583c269","user_id":"678600049","username":"samdavison1","text":"yoo","badges":{"subscriber":"0","bits":"100"},"emotes":{},"tmi_sent_ts":1784431616060,"stream_offset_ms":98538060}
diff --git a/data/zoomaa__20260719T032656855864.jsonl b/data/zoomaa__20260719T032656855864.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c3724f6934737ced6b43bb886456d314f4d100cd
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+{"channel":"zoomaa","raw_message":"@badge-info=;badges=turbo/1;client-nonce=9df6b17dbf6e4f8993d583a5cc4285ca;color=#FF0000;display-name=gentdh;emotes=;first-msg=0;flags=;id=9e9697a8-e974-4f72-86af-1a22e6dae28e;mod=0;returning-chatter=0;room-id=105584645;subscriber=0;tmi-sent-ts=1784431606921;turbo=1;user-id=43496413;user-type= :gentdh!gentdh@gentdh.tmi.twitch.tv PRIVMSG #zoomaa :they was cooking you Temp!!!!!!!!","message_id":"9e9697a8-e974-4f72-86af-1a22e6dae28e","user_id":"43496413","username":"gentdh","text":"they was cooking you Temp!!!!!!!!","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431606921,"stream_offset_ms":32063921}
+{"channel":"zoomaa","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=8dc3c9a0c9a749018bfdf660f281e407;color=;display-name=saaad121;emotes=;first-msg=0;flags=;id=dca86f99-fc8d-41a9-95d0-e6e1ad48a0d2;mod=0;returning-chatter=0;room-id=105584645;subscriber=1;tmi-sent-ts=1784431608960;turbo=0;user-id=1516423369;user-type= :saaad121!saaad121@saaad121.tmi.twitch.tv PRIVMSG #zoomaa :qk >> temp","message_id":"dca86f99-fc8d-41a9-95d0-e6e1ad48a0d2","user_id":"1516423369","username":"saaad121","text":"qk >> temp","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431608960,"stream_offset_ms":32065960}
+{"channel":"zoomaa","raw_message":"@badge-info=;badges=;client-nonce=e1f6f430a20a4204b2e1f96b557cdb18;color=#0000FF;display-name=guhmmey;emotes=;first-msg=0;flags=22-28:A.5;id=01d704dd-0aa7-49ad-9406-975c6f5e89aa;mod=0;returning-chatter=0;room-id=105584645;subscriber=0;tmi-sent-ts=1784431609268;turbo=0;user-id=1406282617;user-type= :guhmmey!guhmmey@guhmmey.tmi.twitch.tv PRIVMSG #zoomaa :naw temp backtracking he a ho","message_id":"01d704dd-0aa7-49ad-9406-975c6f5e89aa","user_id":"1406282617","username":"guhmmey","text":"naw temp backtracking he a ho","badges":{},"emotes":{},"tmi_sent_ts":1784431609268,"stream_offset_ms":32066268}
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+{"channel":"zoomaa","raw_message":"@badge-info=;badges=;color=#DAA520;display-name=BGOXacute;emote-only=1;emotes=1629933:0-9;first-msg=0;flags=;id=87274f00-87eb-41f5-8b5e-3788e0584ee5;mod=0;returning-chatter=0;room-id=105584645;subscriber=0;tmi-sent-ts=1784431615156;turbo=0;user-id=401404954;user-type= :bgoxacute!bgoxacute@bgoxacute.tmi.twitch.tv PRIVMSG #zoomaa :zoomaaWHAT","message_id":"87274f00-87eb-41f5-8b5e-3788e0584ee5","user_id":"401404954","username":"bgoxacute","text":"zoomaaWHAT","badges":{},"emotes":{"1629933":["0-9"]},"tmi_sent_ts":1784431615156,"stream_offset_ms":32072156}
+{"channel":"zoomaa","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#7C7CE1;display-name=Nightbot;emotes=;first-msg=0;flags=;id=0146f0aa-058a-4d20-9f8d-f006e13fbfa4;mod=1;returning-chatter=0;room-id=105584645;subscriber=0;tmi-sent-ts=1784431615376;turbo=0;user-id=19264788;user-type=mod :nightbot!nightbot@nightbot.tmi.twitch.tv PRIVMSG #zoomaa :zoomaaWHAT zoomaaWHAT zoomaaWHAT","message_id":"0146f0aa-058a-4d20-9f8d-f006e13fbfa4","user_id":"19264788","username":"nightbot","text":"zoomaaWHAT zoomaaWHAT zoomaaWHAT","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431615376,"stream_offset_ms":32072376}
diff --git a/data/zubarefff_3552310__20260719T032656855049.jsonl b/data/zubarefff_3552310__20260719T032656855049.jsonl
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