diff --git a/data/2xrakai__20260719T031753595075.jsonl b/data/2xrakai__20260719T031753595075.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0a5095c867b529a6c3cb23634016ff3b0072a61e
--- /dev/null
+++ b/data/2xrakai__20260719T031753595075.jsonl
@@ -0,0 +1,166 @@
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diff --git a/data/a3203773__20260719T031753594903.jsonl b/data/a3203773__20260719T031753594903.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b6222dde1c29f39f1624ce1406a4e14201fedbed
--- /dev/null
+++ b/data/a3203773__20260719T031753594903.jsonl
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diff --git a/data/aftergameok__20260719T031753601628.jsonl b/data/aftergameok__20260719T031753601628.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ed584eb9bf758eac6b76665e24aa963af096c1fb
--- /dev/null
+++ b/data/aftergameok__20260719T031753601628.jsonl
@@ -0,0 +1 @@
+{"channel":"aftergameok","raw_message":"@badge-info=;badges=;client-nonce=a1838370-e405-40ce-aa83-6485453a9482;color=;display-name=el_guachon_gamer;emotes=;first-msg=0;flags=;id=b95212f4-94f4-46ee-8e78-27f78fc94a82;mod=0;returning-chatter=0;room-id=175451377;subscriber=0;tmi-sent-ts=1784431068644;turbo=0;user-id=234878895;user-type= :el_guachon_gamer!el_guachon_gamer@el_guachon_gamer.tmi.twitch.tv PRIVMSG #aftergameok :Que haces papa, ya me acostumbre a prender x aca","message_id":"b95212f4-94f4-46ee-8e78-27f78fc94a82","user_id":"234878895","username":"el_guachon_gamer","text":"Que haces papa, ya me acostumbre a prender x aca","badges":{},"emotes":{},"tmi_sent_ts":1784431068644,"stream_offset_ms":1725644}
diff --git a/data/aishahsofey__20260719T031753595941.jsonl b/data/aishahsofey__20260719T031753595941.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..928987e1490f0ce660eb569b31252cc65871a4ec
--- /dev/null
+++ b/data/aishahsofey__20260719T031753595941.jsonl
@@ -0,0 +1,4 @@
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;client-nonce=1a92f0a2246044968f889a6f8a3c7f00;color=;display-name=dagoat_chris2358;emotes=;first-msg=0;flags=;id=3c89e2db-4f4a-4e7b-860d-97fdd985a1bd;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431064257;turbo=0;user-id=1507970174;user-type= :dagoat_chris2358!dagoat_chris2358@dagoat_chris2358.tmi.twitch.tv PRIVMSG #aishahsofey :@MrCandyCan33 i ain’t see that","message_id":"3c89e2db-4f4a-4e7b-860d-97fdd985a1bd","user_id":"1507970174","username":"dagoat_chris2358","text":"@MrCandyCan33 i ain’t see that","badges":{},"emotes":{},"tmi_sent_ts":1784431064257,"stream_offset_ms":32615257}
+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;client-nonce=84b88fbb-628f-45ca-b3a5-bb220526810a;color=;display-name=danky_unikorn25;emotes=;first-msg=0;flags=;id=be5a3ed6-6d8c-4a91-ab22-55c637cdb1b9;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431064275;turbo=0;user-id=1520982467;user-type= :danky_unikorn25!danky_unikorn25@danky_unikorn25.tmi.twitch.tv PRIVMSG #aishahsofey :There she is","message_id":"be5a3ed6-6d8c-4a91-ab22-55c637cdb1b9","user_id":"1520982467","username":"danky_unikorn25","text":"There she is","badges":{},"emotes":{},"tmi_sent_ts":1784431064275,"stream_offset_ms":32615275}
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+{"channel":"aishahsofey","raw_message":"@badge-info=;badges=;client-nonce=D0C5B1A9-E5CA-47FF-A3BD-59A537FB03C1;color=;display-name=ronnoc4000;emotes=;first-msg=0;flags=;id=5285df7a-489d-4283-b022-9e812f2aa6f0;mod=0;returning-chatter=0;room-id=755254959;subscriber=0;tmi-sent-ts=1784431072954;turbo=0;user-id=1521537815;user-type= :ronnoc4000!ronnoc4000@ronnoc4000.tmi.twitch.tv PRIVMSG #aishahsofey :bs","message_id":"5285df7a-489d-4283-b022-9e812f2aa6f0","user_id":"1521537815","username":"ronnoc4000","text":"bs","badges":{},"emotes":{},"tmi_sent_ts":1784431072954,"stream_offset_ms":32623954}
diff --git a/data/akarindao__20260719T031753601963.jsonl b/data/akarindao__20260719T031753601963.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..91f6898e9d661506810da6c626ef85efe0863b06
--- /dev/null
+++ b/data/akarindao__20260719T031753601963.jsonl
@@ -0,0 +1,3 @@
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+{"channel":"akarindao","raw_message":"@badge-info=;badges=legendus/1;client-nonce=7d80a823-6303-4b3b-a93c-72211ae37264;color=#2E8B57;display-name=まっさん0303;emotes=;first-msg=0;flags=;id=457529f4-5092-474c-b657-47716266f957;mod=0;returning-chatter=0;room-id=584184005;subscriber=0;tmi-sent-ts=1784431071611;turbo=0;user-id=884652941;user-type= :m4s4nnn!m4s4nnn@m4s4nnn.tmi.twitch.tv PRIVMSG #akarindao :オールヘビーにしよう","message_id":"457529f4-5092-474c-b657-47716266f957","user_id":"884652941","username":"m4s4nnn","text":"オールヘビーにしよう","badges":{"legendus":"1"},"emotes":{},"tmi_sent_ts":1784431071611,"stream_offset_ms":6951611}
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diff --git a/data/alineetv__20260719T031753599260.jsonl b/data/alineetv__20260719T031753599260.jsonl
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+++ b/data/alineetv__20260719T031753599260.jsonl
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+{"channel":"alineetv","raw_message":"@badge-info=;badges=blossom-badge/1;client-nonce=1bf979b4cb0c4f9b8d987718401146df;color=#008000;display-name=bananin1vt;emotes=;first-msg=0;flags=;id=c6a22906-7757-4ace-87a9-b028a0d7eed5;mod=0;returning-chatter=0;room-id=96909398;subscriber=0;tmi-sent-ts=1784431066357;turbo=0;user-id=751328940;user-type= :bananin1vt!bananin1vt@bananin1vt.tmi.twitch.tv PRIVMSG #alineetv :COMOOOOO!!!!!","message_id":"c6a22906-7757-4ace-87a9-b028a0d7eed5","user_id":"751328940","username":"bananin1vt","text":"COMOOOOO!!!!!","badges":{"blossom-badge":"1"},"emotes":{},"tmi_sent_ts":1784431066357,"stream_offset_ms":19999357}
diff --git a/data/amberrtyson__20260719T031753598091.jsonl b/data/amberrtyson__20260719T031753598091.jsonl
new file mode 100644
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+++ b/data/amberrtyson__20260719T031753598091.jsonl
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+{"channel":"amberrtyson","raw_message":"@badge-info=subscriber/3;badges=moderator/1,subscriber/3,blossom-badge/4;client-nonce=95ab6cd444ba43eb9fbe11f873c63d4d;color=#F9268F;display-name=Kayystronomy;emotes=;first-msg=0;flags=;id=59e7846f-e199-4faa-a8e5-9c171e315f7d;mod=1;returning-chatter=0;room-id=1352436412;subscriber=1;tmi-sent-ts=1784431065217;turbo=0;user-id=1447464569;user-type=mod :kayystronomy!kayystronomy@kayystronomy.tmi.twitch.tv PRIVMSG #amberrtyson :HAVEEEE FUNNNN","message_id":"59e7846f-e199-4faa-a8e5-9c171e315f7d","user_id":"1447464569","username":"kayystronomy","text":"HAVEEEE FUNNNN","badges":{"moderator":"1","subscriber":"3","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431065217,"stream_offset_ms":2502217}
diff --git a/data/apathy__20260719T031753598958.jsonl b/data/apathy__20260719T031753598958.jsonl
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+++ b/data/apathy__20260719T031753598958.jsonl
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+{"channel":"apathy","raw_message":"@badge-info=subscriber/127;badges=broadcaster/1,subscriber/96,partner/1;client-nonce=7f51b705607046c8a2733ee90973b9f5;color=#FF0000;display-name=Apathy;emotes=;first-msg=0;flags=;id=84ce202a-9cf3-40d4-8852-b9ae98389287;mod=0;returning-chatter=0;room-id=27772699;subscriber=1;tmi-sent-ts=1784431066110;turbo=0;user-id=27772699;user-type= :apathy!apathy@apathy.tmi.twitch.tv PRIVMSG #apathy :WWWWWWWWWWWWWWWW","message_id":"84ce202a-9cf3-40d4-8852-b9ae98389287","user_id":"27772699","username":"apathy","text":"WWWWWWWWWWWWWWWW","badges":{"broadcaster":"1","subscriber":"96","partner":"1"},"emotes":{},"tmi_sent_ts":1784431066110,"stream_offset_ms":15235110}
+{"channel":"apathy","raw_message":"@badge-info=subscriber/10;badges=subscriber/2009,campaign-27772699-b728f919-774a-4b07-9348-931c22862345-sub/1;client-nonce=81d7610604764911b72134f5c9d661e7;color=#FF0000;display-name=MMM_HMMM_GGs;emotes=;first-msg=0;flags=;id=f63b0876-b372-46d8-aa8f-75ff3ead1c72;mod=0;returning-chatter=0;room-id=27772699;subscriber=1;tmi-sent-ts=1784431066896;turbo=0;user-id=1151309379;user-type= :mmm_hmmm_ggs!mmm_hmmm_ggs@mmm_hmmm_ggs.tmi.twitch.tv PRIVMSG #apathy :w @dawgggpound18","message_id":"f63b0876-b372-46d8-aa8f-75ff3ead1c72","user_id":"1151309379","username":"mmm_hmmm_ggs","text":"w @dawgggpound18","badges":{"subscriber":"2009","campaign-27772699-b728f919-774a-4b07-9348-931c22862345-sub":"1"},"emotes":{},"tmi_sent_ts":1784431066896,"stream_offset_ms":15235896}
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+{"channel":"apathy","raw_message":"@badge-info=subscriber/34;badges=vip/1,subscriber/24,blossom-badge/4;client-nonce=59f1f55559544077b041616ed4be2956;color=#7DA085;display-name=Cynorina;emotes=;first-msg=0;flags=0-3:A.5/P.3;id=e95f4e01-d75b-43da-b3c7-c59661496b0c;mod=0;returning-chatter=0;room-id=27772699;subscriber=1;tmi-sent-ts=1784431072751;turbo=0;user-id=590788979;user-type=;vip=1 :cynorina!cynorina@cynorina.tmi.twitch.tv PRIVMSG #apathy :stfu","message_id":"e95f4e01-d75b-43da-b3c7-c59661496b0c","user_id":"590788979","username":"cynorina","text":"stfu","badges":{"vip":"1","subscriber":"24","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431072751,"stream_offset_ms":15241751}
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diff --git a/data/b0rja__20260719T031753601073.jsonl b/data/b0rja__20260719T031753601073.jsonl
new file mode 100644
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+++ b/data/b0rja__20260719T031753601073.jsonl
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+{"channel":"b0rja","raw_message":"@badge-info=;badges=arcane-season-2-premiere/1;client-nonce=057ae897-bb13-47ab-967e-ce47b76d4ba9;color=#0000FF;display-name=facmmmmm;emotes=;first-msg=0;flags=;id=096a0505-dcb5-4030-ac16-151589f39c6d;mod=0;returning-chatter=0;room-id=116461043;subscriber=0;tmi-sent-ts=1784431067783;turbo=0;user-id=502626628;user-type= :facmmmmm!facmmmmm@facmmmmm.tmi.twitch.tv PRIVMSG #b0rja :Chau borjii descansa","message_id":"096a0505-dcb5-4030-ac16-151589f39c6d","user_id":"502626628","username":"facmmmmm","text":"Chau borjii descansa","badges":{"arcane-season-2-premiere":"1"},"emotes":{},"tmi_sent_ts":1784431067783,"stream_offset_ms":26329783}
+{"channel":"b0rja","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,vct-paris-2025/1;client-nonce=d4fe0f4859df451c8f37ec6db7dc2b90;color=#E7D7F5;display-name=kench1nn;emotes=;first-msg=0;flags=;id=fcac9118-b46c-4297-978b-f788b81c8087;mod=0;returning-chatter=0;room-id=116461043;subscriber=1;tmi-sent-ts=1784431069131;turbo=0;user-id=489049630;user-type= :kench1nn!kench1nn@kench1nn.tmi.twitch.tv PRIVMSG #b0rja :W califa","message_id":"fcac9118-b46c-4297-978b-f788b81c8087","user_id":"489049630","username":"kench1nn","text":"W califa","badges":{"subscriber":"0","vct-paris-2025":"1"},"emotes":{},"tmi_sent_ts":1784431069131,"stream_offset_ms":26331131}
+{"channel":"b0rja","raw_message":"@badge-info=;badges=ewc-2026-diamond/1;client-nonce=3b1267f552844b52a3b6ef9c29727533;color=#0000FF;display-name=Daniel_Nomas;emotes=;first-msg=0;flags=;id=9323d952-cbce-494f-9727-c0ac2a9aaa14;mod=0;returning-chatter=0;room-id=116461043;subscriber=0;tmi-sent-ts=1784431070880;turbo=0;user-id=681398921;user-type= :daniel_nomas!daniel_nomas@daniel_nomas.tmi.twitch.tv PRIVMSG #b0rja :no hemos comentado porque estamos aqui","message_id":"9323d952-cbce-494f-9727-c0ac2a9aaa14","user_id":"681398921","username":"daniel_nomas","text":"no hemos comentado porque estamos aqui","badges":{"ewc-2026-diamond":"1"},"emotes":{},"tmi_sent_ts":1784431070880,"stream_offset_ms":26332880}
diff --git a/data/bendadonnn__20260719T031753598798.jsonl b/data/bendadonnn__20260719T031753598798.jsonl
new file mode 100644
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--- /dev/null
+++ b/data/bendadonnn__20260719T031753598798.jsonl
@@ -0,0 +1,17 @@
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=BFFF43BD-AE0D-4AE5-B837-03003A8590DA;color=;display-name=chesmyster;emotes=;first-msg=0;flags=;id=ad67df75-ff7a-49c5-bbd9-9936346720ce;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431065894;turbo=0;user-id=696250590;user-type= :chesmyster!chesmyster@chesmyster.tmi.twitch.tv PRIVMSG #bendadonnn :w Ben","message_id":"ad67df75-ff7a-49c5-bbd9-9936346720ce","user_id":"696250590","username":"chesmyster","text":"w Ben","badges":{},"emotes":{},"tmi_sent_ts":1784431065894,"stream_offset_ms":30606894}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=premium/1;client-nonce=FE4FE677-9DA2-447C-8841-9DE2E665DF8B;color=#FF69B4;display-name=kianalove2025;emotes=;first-msg=0;flags=;id=99c7b308-cfa6-4e5d-94ae-840e5a73cbeb;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431066509;turbo=0;user-id=1363940273;user-type= :kianalove2025!kianalove2025@kianalove2025.tmi.twitch.tv PRIVMSG #bendadonnn :everybody FOLLOW nicknayersina TO THE BUS NOW!!!!!!!! PARTY TIME 🥳🥳🥳🥳🥳🥳","message_id":"99c7b308-cfa6-4e5d-94ae-840e5a73cbeb","user_id":"1363940273","username":"kianalove2025","text":"everybody FOLLOW nicknayersina TO THE BUS NOW!!!!!!!! PARTY TIME 🥳🥳🥳🥳🥳🥳","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431066509,"stream_offset_ms":30607509}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=FC1BD99E-7ECA-43CF-BBDE-C73C3E0700AC;color=;display-name=chasemerchantt;emotes=;first-msg=0;flags=;id=a5f88fab-477b-4c28-917e-98ff0576cf25;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431066694;turbo=0;user-id=1521331464;user-type= :chasemerchantt!chasemerchantt@chasemerchantt.tmi.twitch.tv PRIVMSG #bendadonnn :Ben get Kai otp","message_id":"a5f88fab-477b-4c28-917e-98ff0576cf25","user_id":"1521331464","username":"chasemerchantt","text":"Ben get Kai otp","badges":{},"emotes":{},"tmi_sent_ts":1784431066694,"stream_offset_ms":30607694}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=35A97A25-52AD-45C1-AE55-7589BE59C260;color=#00FF7F;display-name=poelilrichgirl1006;emotes=;first-msg=0;flags=;id=af83160f-33a7-472b-833b-e2dc8eb12955;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431066957;turbo=0;user-id=1302313489;user-type= :poelilrichgirl1006!poelilrichgirl1006@poelilrichgirl1006.tmi.twitch.tv PRIVMSG #bendadonnn :😂😂😂😂🤣🤣🤣🤣","message_id":"af83160f-33a7-472b-833b-e2dc8eb12955","user_id":"1302313489","username":"poelilrichgirl1006","text":"😂😂😂😂🤣🤣🤣🤣","badges":{},"emotes":{},"tmi_sent_ts":1784431066957,"stream_offset_ms":30607957}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=sub-gifter/1;client-nonce=a9af3b159a094519acb18c7a5acd4c32;color=;display-name=azizz95;emotes=;first-msg=0;flags=;id=5ba5e131-7328-42f3-bdb2-7c27f579913e;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431068183;turbo=0;user-id=241984144;user-type= :azizz95!azizz95@azizz95.tmi.twitch.tv PRIVMSG #bendadonnn :standgng on bussnies","message_id":"5ba5e131-7328-42f3-bdb2-7c27f579913e","user_id":"241984144","username":"azizz95","text":"standgng on bussnies","badges":{"sub-gifter":"1"},"emotes":{},"tmi_sent_ts":1784431068183,"stream_offset_ms":30609183}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=49C53E60-B9F9-4B2E-B47A-C8B6A694420B;color=#FF69B4;display-name=CasaCEO;emotes=;first-msg=0;flags=;id=8b46cebb-8d3b-478f-b4db-b7b8081a2d1d;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431068435;turbo=0;user-id=1219170201;user-type= :casaceo!casaceo@casaceo.tmi.twitch.tv PRIVMSG #bendadonnn :@34smitt where did you see this if he’s not on stream?","message_id":"8b46cebb-8d3b-478f-b4db-b7b8081a2d1d","user_id":"1219170201","username":"casaceo","text":"@34smitt where did you see this if he’s not on stream?","badges":{},"emotes":{},"tmi_sent_ts":1784431068435,"stream_offset_ms":30609435}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=premium/1;client-nonce=46FD01A1-BFEF-4AD2-97D4-5D4EEE33A6D3;color=#8A2BE2;display-name=coach_hendrix;emotes=;first-msg=0;flags=;id=59f0362e-b5f9-48f9-a3be-158d3949d6f3;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431068453;turbo=0;user-id=1317678323;user-type= :coach_hendrix!coach_hendrix@coach_hendrix.tmi.twitch.tv PRIVMSG #bendadonnn :W Adults","message_id":"59f0362e-b5f9-48f9-a3be-158d3949d6f3","user_id":"1317678323","username":"coach_hendrix","text":"W Adults","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431068453,"stream_offset_ms":30609453}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=87E3B45D-6C1C-4C87-A5D2-A41A705667DD;color=;display-name=unknownweirdo1738;emotes=;first-msg=1;flags=;id=405b0fc2-a118-4837-a78c-eebcbdad8712;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431068856;turbo=0;user-id=1513988875;user-type= :unknownweirdo1738!unknownweirdo1738@unknownweirdo1738.tmi.twitch.tv PRIVMSG #bendadonnn :kai is in the middle of nowhere,  call fanum","message_id":"405b0fc2-a118-4837-a78c-eebcbdad8712","user_id":"1513988875","username":"unknownweirdo1738","text":"kai is in the middle of nowhere,  call fanum","badges":{},"emotes":{},"tmi_sent_ts":1784431068856,"stream_offset_ms":30609856}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=went-outside/1;client-nonce=C59870C9-C7D8-472F-BDFF-F2578F98CC4F;color=#9ACD32;display-name=pinkalexxxxx;emotes=;first-msg=1;flags=;id=5d704287-3e5a-4d11-b843-e0a848132bfc;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431069535;turbo=0;user-id=432341772;user-type= :pinkalexxxxx!pinkalexxxxx@pinkalexxxxx.tmi.twitch.tv PRIVMSG #bendadonnn :check on max","message_id":"5d704287-3e5a-4d11-b843-e0a848132bfc","user_id":"432341772","username":"pinkalexxxxx","text":"check on max","badges":{"went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431069535,"stream_offset_ms":30610535}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=7FE9ACB7-8B0F-41C5-B921-0D2E9E69DF5A;color=;display-name=nicholedonye;emotes=;first-msg=1;flags=;id=bbb7c230-8852-4670-8ef9-573e8f5d76e3;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431070026;turbo=0;user-id=1048486437;user-type= :nicholedonye!nicholedonye@nicholedonye.tmi.twitch.tv PRIVMSG #bendadonnn :need you bad","message_id":"bbb7c230-8852-4670-8ef9-573e8f5d76e3","user_id":"1048486437","username":"nicholedonye","text":"need you bad","badges":{},"emotes":{},"tmi_sent_ts":1784431070026,"stream_offset_ms":30611026}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=C3765B28-E954-4969-A134-BD1251FB018F;color=;display-name=sommertimefine;emotes=;first-msg=1;flags=;id=832b17cd-f2be-44d9-8d2b-36a4e0c14735;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431071226;turbo=0;user-id=1519045231;user-type= :sommertimefine!sommertimefine@sommertimefine.tmi.twitch.tv PRIVMSG #bendadonnn :get mad at criminals has me giggling","message_id":"832b17cd-f2be-44d9-8d2b-36a4e0c14735","user_id":"1519045231","username":"sommertimefine","text":"get mad at criminals has me giggling","badges":{},"emotes":{},"tmi_sent_ts":1784431071226,"stream_offset_ms":30612226}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;color=#00FF7F;display-name=ekacbun1g;emotes=1290325:50-55;first-msg=1;flags=5-9:A.6/I.6/P.6;id=18c801d7-a6fa-4a00-a9f0-5e898979c3aa;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431072078;turbo=0;user-id=48143412;user-type= :ekacbun1g!ekacbun1g@ekacbun1g.tmi.twitch.tv PRIVMSG #bendadonnn :This nigga Ben suppose to sneak em in a trash bin MaxLOL","message_id":"18c801d7-a6fa-4a00-a9f0-5e898979c3aa","user_id":"48143412","username":"ekacbun1g","text":"This nigga Ben suppose to sneak em in a trash bin MaxLOL","badges":{},"emotes":{"1290325":["50-55"]},"tmi_sent_ts":1784431072078,"stream_offset_ms":30613078}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=premium/1;client-nonce=28bda824-4297-4361-b33c-48833d1ba5a0;color=#1E90FF;display-name=capsulerx;emotes=;first-msg=0;flags=;id=84d02800-7277-4a7b-a625-319e56268a3b;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431072302;turbo=0;user-id=144453904;user-type= :capsulerx!capsulerx@capsulerx.tmi.twitch.tv PRIVMSG #bendadonnn :Bidness","message_id":"84d02800-7277-4a7b-a625-319e56268a3b","user_id":"144453904","username":"capsulerx","text":"Bidness","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431072302,"stream_offset_ms":30613302}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=moderator/1,football-fest-2026/1;client-nonce=B65E3C9F-6DD9-46EC-A493-6D5E968DDADA;color=#00FF7F;display-name=IRISHYSHANE17;emotes=;first-msg=0;flags=;id=7c758d51-20c0-404e-bca1-facb104b4342;mod=1;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431072680;turbo=0;user-id=798461699;user-type=mod :irishyshane17!irishyshane17@irishyshane17.tmi.twitch.tv PRIVMSG #bendadonnn :Yonna caught person snuck in campus","message_id":"7c758d51-20c0-404e-bca1-facb104b4342","user_id":"798461699","username":"irishyshane17","text":"Yonna caught person snuck in campus","badges":{"moderator":"1","football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431072680,"stream_offset_ms":30613680}
+{"channel":"bendadonnn","raw_message":"@badge-info=subscriber/5;badges=subscriber/0,turbo/1;client-nonce=a178d542a7c74a339dded0524631195d;color=#00FF7F;display-name=daghost716;emotes=;first-msg=0;flags=;id=fd49850e-ef47-495a-aa0b-438a9ce22882;mod=0;returning-chatter=0;room-id=671778447;subscriber=1;tmi-sent-ts=1784431072680;turbo=1;user-id=877726988;user-type= :daghost716!daghost716@daghost716.tmi.twitch.tv PRIVMSG #bendadonnn :HELL YEA BEN GET EM","message_id":"fd49850e-ef47-495a-aa0b-438a9ce22882","user_id":"877726988","username":"daghost716","text":"HELL YEA BEN GET EM","badges":{"subscriber":"0","turbo":"1"},"emotes":{},"tmi_sent_ts":1784431072680,"stream_offset_ms":30613680}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=2E6BC20F-5414-4778-A3A1-7565E611705F;color=#FF69B4;display-name=starswurld;emotes=;first-msg=0;flags=;id=9b91a9ff-de4a-4f77-83c0-4d66ea3040a5;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431072771;turbo=0;user-id=1504153413;user-type= :starswurld!starswurld@starswurld.tmi.twitch.tv PRIVMSG #bendadonnn :help kai","message_id":"9b91a9ff-de4a-4f77-83c0-4d66ea3040a5","user_id":"1504153413","username":"starswurld","text":"help kai","badges":{},"emotes":{},"tmi_sent_ts":1784431072771,"stream_offset_ms":30613771}
+{"channel":"bendadonnn","raw_message":"@badge-info=;badges=;client-nonce=EC896311-B29D-4204-8D55-9451287A2BF1;color=#FF69B4;display-name=theitgirlkendall;emotes=;first-msg=0;flags=;id=7f3dd3eb-d698-428c-a310-9206a03af5e7;mod=0;returning-chatter=0;room-id=671778447;subscriber=0;tmi-sent-ts=1784431073255;turbo=0;user-id=757655726;user-type= :theitgirlkendall!theitgirlkendall@theitgirlkendall.tmi.twitch.tv PRIVMSG #bendadonnn :they kidnapped and beat Kai up","message_id":"7f3dd3eb-d698-428c-a310-9206a03af5e7","user_id":"757655726","username":"theitgirlkendall","text":"they kidnapped and beat Kai up","badges":{},"emotes":{},"tmi_sent_ts":1784431073255,"stream_offset_ms":30614255}
diff --git a/data/blue_squadron__20260719T031753595217.jsonl b/data/blue_squadron__20260719T031753595217.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e721e8d4652f968ae21ac45c709cdc065cae0e7f
--- /dev/null
+++ b/data/blue_squadron__20260719T031753595217.jsonl
@@ -0,0 +1 @@
+{"channel":"blue_squadron","raw_message":"@badge-info=;badges=premium/1;client-nonce=b592c0588f8c41aaa3295ce5459bfad2;color=#B22222;display-name=CryoBio;emotes=;first-msg=0;flags=;id=42dfd896-2b52-4af7-92fd-afc0a76444b5;mod=0;reply-parent-display-name=InconCLEAVEable;reply-parent-msg-body=is\\sthere\\sa\\spoint\\sto\\sthis?;reply-parent-msg-id=13d52ead-026d-48eb-830f-738cf546b48b;reply-parent-user-id=94959836;reply-parent-user-login=inconcleaveable;reply-thread-parent-display-name=InconCLEAVEable;reply-thread-parent-msg-id=13d52ead-026d-48eb-830f-738cf546b48b;reply-thread-parent-user-id=94959836;reply-thread-parent-user-login=inconcleaveable;returning-chatter=0;room-id=147299717;subscriber=0;tmi-sent-ts=1784431064035;turbo=0;user-id=213095436;user-type= :cryobio!cryobio@cryobio.tmi.twitch.tv PRIVMSG #blue_squadron :@InconCLEAVEable it's chat pvp","message_id":"42dfd896-2b52-4af7-92fd-afc0a76444b5","user_id":"213095436","username":"cryobio","text":"@InconCLEAVEable it's chat pvp","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431064035,"stream_offset_ms":8976035}
diff --git a/data/caaua__20260719T031753599660.jsonl b/data/caaua__20260719T031753599660.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cbc3dfc3962c960f05485ac499cdca4151534c98
--- /dev/null
+++ b/data/caaua__20260719T031753599660.jsonl
@@ -0,0 +1,4 @@
+{"channel":"caaua","raw_message":"@badge-info=;badges=nasa-artemis-ii/1;client-nonce=5694773e50bd43639b3e9e3432da846e;color=#1E90FF;display-name=celooooow;emotes=;first-msg=0;flags=;id=4d1190d9-dbd5-48e3-9b89-919f39426eed;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431066761;turbo=0;user-id=590868380;user-type= :celooooow!celooooow@celooooow.tmi.twitch.tv PRIVMSG #caaua :faiz u eli","message_id":"4d1190d9-dbd5-48e3-9b89-919f39426eed","user_id":"590868380","username":"celooooow","text":"faiz u eli","badges":{"nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431066761,"stream_offset_ms":10428761}
+{"channel":"caaua","raw_message":"@badge-info=;badges=moderator/1,twitch-recap-2025/1;client-nonce=0CE2EDCE-1EC8-4D6D-AFC0-08A92186655D;color=#1E90FF;display-name=gabryellafp;emotes=;first-msg=0;flags=14-16:A.6;id=5504221c-4eab-4974-a77e-e81d36ef04dd;mod=1;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431069550;turbo=0;user-id=1030160269;user-type=mod :gabryellafp!gabryellafp@gabryellafp.tmi.twitch.tv PRIVMSG #caaua :acho q vou so fds agr dnv, queria fzr algo","message_id":"5504221c-4eab-4974-a77e-e81d36ef04dd","user_id":"1030160269","username":"gabryellafp","text":"acho q vou so fds agr dnv, queria fzr algo","badges":{"moderator":"1","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431069550,"stream_offset_ms":10431550}
+{"channel":"caaua","raw_message":"@badge-info=;badges=;client-nonce=90f6cd2a-646a-4b2c-b2ea-6824e15a82b7;color=#008000;display-name=kelvn000;emotes=;first-msg=0;flags=;id=e9194695-729e-48bb-8e04-c3b9a2e3783f;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431071422;turbo=0;user-id=1346789048;user-type= :kelvn000!kelvn000@kelvn000.tmi.twitch.tv PRIVMSG #caaua :Tem ome tv hj gay?","message_id":"e9194695-729e-48bb-8e04-c3b9a2e3783f","user_id":"1346789048","username":"kelvn000","text":"Tem ome tv hj gay?","badges":{},"emotes":{},"tmi_sent_ts":1784431071422,"stream_offset_ms":10433422}
+{"channel":"caaua","raw_message":"@badge-info=;badges=premium/1;client-nonce=7d2a626e7c604b92aa03ef2ff1578534;color=#FF69B4;display-name=evolutionlol11;emotes=;first-msg=0;flags=;id=d59a251d-6b30-40ce-8f0e-aba5cc222a57;mod=0;returning-chatter=0;room-id=415637896;subscriber=0;tmi-sent-ts=1784431071719;turbo=0;user-id=698581593;user-type= :evolutionlol11!evolutionlol11@evolutionlol11.tmi.twitch.tv PRIVMSG #caaua :comemorar oq ?","message_id":"d59a251d-6b30-40ce-8f0e-aba5cc222a57","user_id":"698581593","username":"evolutionlol11","text":"comemorar oq ?","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431071719,"stream_offset_ms":10433719}
diff --git a/data/cacto0o__20260719T031753595847.jsonl b/data/cacto0o__20260719T031753595847.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc98556bfcb3436e35a8f17f6c419a367ec97f10
--- /dev/null
+++ b/data/cacto0o__20260719T031753595847.jsonl
@@ -0,0 +1,3 @@
+{"channel":"cacto0o","raw_message":"@badge-info=;badges=diana/1;client-nonce=F0CA542A-CD9C-4813-9B74-C0A3A0F9FC70;color=#5F9EA0;display-name=jeffmaksim;emotes=;first-msg=0;flags=;id=551954c9-7e0a-45de-a4f8-942c180e7401;mod=0;returning-chatter=0;room-id=691498299;subscriber=0;tmi-sent-ts=1784431064226;turbo=0;user-id=531525649;user-type= :jeffmaksim!jeffmaksim@jeffmaksim.tmi.twitch.tv PRIVMSG #cacto0o :вставляй улучшение и пластинку","message_id":"551954c9-7e0a-45de-a4f8-942c180e7401","user_id":"531525649","username":"jeffmaksim","text":"вставляй улучшение и пластинку","badges":{"diana":"1"},"emotes":{},"tmi_sent_ts":1784431064226,"stream_offset_ms":22810226}
+{"channel":"cacto0o","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=30aeda2257bd4bc89a49c8c38d098476;color=#0000FF;display-name=convulsi_xx1;emotes=;first-msg=0;flags=;id=787d8e54-c181-4ea8-962f-5792d8521f9d;mod=0;returning-chatter=0;room-id=691498299;subscriber=0;tmi-sent-ts=1784431067617;turbo=0;user-id=1153386726;user-type= :convulsi_xx1!convulsi_xx1@convulsi_xx1.tmi.twitch.tv PRIVMSG #cacto0o :ааа","message_id":"787d8e54-c181-4ea8-962f-5792d8521f9d","user_id":"1153386726","username":"convulsi_xx1","text":"ааа","badges":{"twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431067617,"stream_offset_ms":22813617}
+{"channel":"cacto0o","raw_message":"@badge-info=;badges=;client-nonce=a058aff2-f9f5-4841-a4c4-305ef8c99674;color=;display-name=artas72;emotes=;first-msg=0;flags=;id=0c90bab5-23e7-4c92-93a9-13ff0af1942d;mod=0;returning-chatter=0;room-id=691498299;subscriber=0;tmi-sent-ts=1784431072935;turbo=0;user-id=239317475;user-type= :artas72!artas72@artas72.tmi.twitch.tv PRIVMSG #cacto0o :подари кому то","message_id":"0c90bab5-23e7-4c92-93a9-13ff0af1942d","user_id":"239317475","username":"artas72","text":"подари кому то","badges":{},"emotes":{},"tmi_sent_ts":1784431072935,"stream_offset_ms":22818935}
diff --git a/data/callmecarsonlive__20260719T031753600831.jsonl b/data/callmecarsonlive__20260719T031753600831.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c5a2b23164ac3b919c14489100d8d14438db2444
--- /dev/null
+++ b/data/callmecarsonlive__20260719T031753600831.jsonl
@@ -0,0 +1,2 @@
+{"channel":"callmecarsonlive","raw_message":"@badge-info=subscriber/2;badges=subscriber/2;client-nonce=57FC2FA2-B54A-41BE-ADD8-572EB83DE2ED;color=#FF69B4;display-name=sushi_voices;emotes=;first-msg=0;flags=;id=878f770b-e4c2-4b8a-8c68-9ea8f1cb468e;mod=0;returning-chatter=0;room-id=76055616;subscriber=1;tmi-sent-ts=1784431067322;turbo=0;user-id=274277469;user-type= :sushi_voices!sushi_voices@sushi_voices.tmi.twitch.tv PRIVMSG #callmecarsonlive :Tom is cosmic","message_id":"878f770b-e4c2-4b8a-8c68-9ea8f1cb468e","user_id":"274277469","username":"sushi_voices","text":"Tom is cosmic","badges":{"subscriber":"2"},"emotes":{},"tmi_sent_ts":1784431067322,"stream_offset_ms":12731322}
+{"channel":"callmecarsonlive","raw_message":"@badge-info=;badges=;client-nonce=B071D1C0-D662-4810-94AE-7B6BA152BC24;color=;display-name=musclemusic1;emotes=;first-msg=0;flags=27-30:P.3;id=1865c057-3a4d-477d-9d07-d0aa71429470;mod=0;returning-chatter=0;room-id=76055616;subscriber=0;tmi-sent-ts=1784431071091;turbo=0;user-id=1100595839;user-type= :musclemusic1!musclemusic1@musclemusic1.tmi.twitch.tv PRIVMSG #callmecarsonlive :let’s make like a horses dick and hit the road","message_id":"1865c057-3a4d-477d-9d07-d0aa71429470","user_id":"1100595839","username":"musclemusic1","text":"let’s make like a horses dick and hit the road","badges":{},"emotes":{},"tmi_sent_ts":1784431071091,"stream_offset_ms":12735091}
diff --git a/data/cinemarxism__20260719T031753602188.jsonl b/data/cinemarxism__20260719T031753602188.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5d4c26cf8125a4e2d6b61f71e3e331a44138b6f8
--- /dev/null
+++ b/data/cinemarxism__20260719T031753602188.jsonl
@@ -0,0 +1 @@
+{"channel":"cinemarxism","raw_message":"@badge-info=subscriber/6;badges=subscriber/6,premium/1;client-nonce=f8abc7cdbd42424faddc3eecdcecb07c;color=#FF69B4;display-name=pigmanbearr;emotes=;first-msg=0;flags=;id=daea9c8f-6ed3-4bf2-95a0-894eda77baf7;mod=0;returning-chatter=0;room-id=489298439;subscriber=1;tmi-sent-ts=1784431072317;turbo=0;user-id=44159737;user-type= :pigmanbearr!pigmanbearr@pigmanbearr.tmi.twitch.tv PRIVMSG #cinemarxism :niiiice","message_id":"daea9c8f-6ed3-4bf2-95a0-894eda77baf7","user_id":"44159737","username":"pigmanbearr","text":"niiiice","badges":{"subscriber":"6","premium":"1"},"emotes":{},"tmi_sent_ts":1784431072317,"stream_offset_ms":10690317}
diff --git a/data/eajpark__20260719T031753598299.jsonl b/data/eajpark__20260719T031753598299.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9dcd944e329d155dec5c5b003ffdf1d517a4370b
--- /dev/null
+++ b/data/eajpark__20260719T031753598299.jsonl
@@ -0,0 +1 @@
+{"channel":"eajpark","raw_message":"@badge-info=;badges=;client-nonce=1959a55f9b6b42baaa2471e3a02590f5;color=#DAA520;display-name=calicocattowo;emotes=;first-msg=0;flags=;id=f7f36d20-5521-4508-b716-ab77cf7b19e1;mod=0;returning-chatter=0;room-id=572082587;subscriber=0;tmi-sent-ts=1784431065394;turbo=0;user-id=519281446;user-type= :calicocattowo!calicocattowo@calicocattowo.tmi.twitch.tv PRIVMSG #eajpark :luvvbutlurkk","message_id":"f7f36d20-5521-4508-b716-ab77cf7b19e1","user_id":"519281446","username":"calicocattowo","text":"luvvbutlurkk","badges":{},"emotes":{},"tmi_sent_ts":1784431065394,"stream_offset_ms":7169394}
diff --git a/data/fafa__20260719T031753601409.jsonl b/data/fafa__20260719T031753601409.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f34e6b99369ba9d75af9b3e4358a54608087351d
--- /dev/null
+++ b/data/fafa__20260719T031753601409.jsonl
@@ -0,0 +1,6 @@
+{"channel":"fafa","raw_message":"@badge-info=;badges=raging-wolf-helm/1;client-nonce=56e682cb-dc00-4ec2-9587-d95a4ba05754;color=#00FF80;display-name=Maxi_LVII;emotes=;first-msg=0;flags=;id=cec2a518-2a09-442b-a9b3-18026b1d0157;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431068357;turbo=0;user-id=477192476;user-type= :maxi_lvii!maxi_lvii@maxi_lvii.tmi.twitch.tv PRIVMSG #fafa :Olise à pleurer","message_id":"cec2a518-2a09-442b-a9b3-18026b1d0157","user_id":"477192476","username":"maxi_lvii","text":"Olise à pleurer","badges":{"raging-wolf-helm":"1"},"emotes":{},"tmi_sent_ts":1784431068357,"stream_offset_ms":2482357}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=BE936002-F1CC-4FAD-A65A-9A62F93530A3;color=#008000;display-name=Ibn__Adam;emotes=;first-msg=0;flags=;id=1b4acca9-02b1-46f6-9738-e60e97bc6dda;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431068932;turbo=0;user-id=453051854;user-type= :ibn__adam!ibn__adam@ibn__adam.tmi.twitch.tv PRIVMSG #fafa :réel 14 ans une coupe du monde c’est inadmissible avec cet effectif","message_id":"1b4acca9-02b1-46f6-9738-e60e97bc6dda","user_id":"453051854","username":"ibn__adam","text":"réel 14 ans une coupe du monde c’est inadmissible avec cet effectif","badges":{},"emotes":{},"tmi_sent_ts":1784431068932,"stream_offset_ms":2482932}
+{"channel":"fafa","raw_message":"@badge-info=;badges=zevent25/1;client-nonce=1B24628B-10C3-40FF-AA85-0583517BC762;color=#00FF7F;display-name=hichemaroc;emotes=;first-msg=0;flags=;id=136df6a7-c63b-44fb-b44c-ae978570aed2;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431072382;turbo=0;user-id=548621733;user-type= :hichemaroc!hichemaroc@hichemaroc.tmi.twitch.tv PRIVMSG #fafa :olise il a pleuré","message_id":"136df6a7-c63b-44fb-b44c-ae978570aed2","user_id":"548621733","username":"hichemaroc","text":"olise il a pleuré","badges":{"zevent25":"1"},"emotes":{},"tmi_sent_ts":1784431072382,"stream_offset_ms":2486382}
+{"channel":"fafa","raw_message":"@badge-info=;badges=;client-nonce=20e018ddf82a406a87908cd3a0a604ec;color=;display-name=gintokigoat;emotes=;first-msg=0;flags=7-10:P.5;id=1accce47-bef3-4ae9-a743-695c1410a84d;mod=0;returning-chatter=0;room-id=74785783;subscriber=0;tmi-sent-ts=1784431073098;turbo=0;user-id=726172128;user-type= :gintokigoat!gintokigoat@gintokigoat.tmi.twitch.tv PRIVMSG #fafa :on sen fout quil degage didier","message_id":"1accce47-bef3-4ae9-a743-695c1410a84d","user_id":"726172128","username":"gintokigoat","text":"on sen fout quil degage didier","badges":{},"emotes":{},"tmi_sent_ts":1784431073098,"stream_offset_ms":2487098}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/70;badges=subscriber/60,bits/10000;client-nonce=db378f7d-da26-40f9-a357-8eecedd16043;color=#00FF7F;display-name=SC_Chipikao;emotes=;first-msg=0;flags=;id=34d4c7c9-36a6-4dc1-9bb9-f73c1c579628;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431073159;turbo=0;user-id=166345905;user-type= :sc_chipikao!sc_chipikao@sc_chipikao.tmi.twitch.tv PRIVMSG #fafa :Manquerait plus que ça on perd à cause de lui","message_id":"34d4c7c9-36a6-4dc1-9bb9-f73c1c579628","user_id":"166345905","username":"sc_chipikao","text":"Manquerait plus que ça on perd à cause de lui","badges":{"subscriber":"60","bits":"10000"},"emotes":{},"tmi_sent_ts":1784431073159,"stream_offset_ms":2487159}
+{"channel":"fafa","raw_message":"@badge-info=subscriber/30;badges=subscriber/30,raging-wolf-helm/1;client-nonce=b775f832c3b041eb823a162c413916fb;color=;display-name=manu2345h;emotes=;first-msg=0;flags=;id=e62d7d0b-26b5-48d4-9da6-393e5df8e4e3;mod=0;returning-chatter=0;room-id=74785783;subscriber=1;tmi-sent-ts=1784431073310;turbo=0;user-id=503267027;user-type= :manu2345h!manu2345h@manu2345h.tmi.twitch.tv PRIVMSG #fafa :??????????????????????","message_id":"e62d7d0b-26b5-48d4-9da6-393e5df8e4e3","user_id":"503267027","username":"manu2345h","text":"??????????????????????","badges":{"subscriber":"30","raging-wolf-helm":"1"},"emotes":{},"tmi_sent_ts":1784431073310,"stream_offset_ms":2487310}
diff --git a/data/fanum__20260719T031753595146.jsonl b/data/fanum__20260719T031753595146.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d3eeed260ce52c3009ba9524dc980f5a6174a37c
--- /dev/null
+++ b/data/fanum__20260719T031753595146.jsonl
@@ -0,0 +1,50 @@
+{"channel":"fanum","raw_message":"@badge-info=;badges=turbo/1;client-nonce=58ae578e65444fe9ba7a9157d459b8ea;color=#FF0000;display-name=red_zeo_5;emotes=;first-msg=0;flags=;id=6983a168-5a93-445c-9f47-62dc97afd306;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431064047;turbo=1;user-id=882070079;user-type= :red_zeo_5!red_zeo_5@red_zeo_5.tmi.twitch.tv PRIVMSG #fanum :PARTY","message_id":"6983a168-5a93-445c-9f47-62dc97afd306","user_id":"882070079","username":"red_zeo_5","text":"PARTY","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431064047,"stream_offset_ms":16977047}
+{"channel":"fanum","raw_message":"@badge-info=;badges=aang/1;client-nonce=07aeae56654d4a139fdc3b355c65cb35;color=#E9C66F;display-name=wiicxxed;emotes=;first-msg=0;flags=;id=23064888-425d-49ad-8735-203491ac1660;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431064169;turbo=0;user-id=932382656;user-type= :wiicxxed!wiicxxed@wiicxxed.tmi.twitch.tv PRIVMSG #fanum :eats","message_id":"23064888-425d-49ad-8735-203491ac1660","user_id":"932382656","username":"wiicxxed","text":"eats","badges":{"aang":"1"},"emotes":{},"tmi_sent_ts":1784431064169,"stream_offset_ms":16977169}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=4cba052bb7244667ab44f856b1687f2f;color=;display-name=bigdrop1111;emotes=;first-msg=0;flags=;id=603b7986-99d4-4deb-b08d-74601423944f;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431064390;turbo=0;user-id=1520493613;user-type= :bigdrop1111!bigdrop1111@bigdrop1111.tmi.twitch.tv PRIVMSG #fanum :NAH","message_id":"603b7986-99d4-4deb-b08d-74601423944f","user_id":"1520493613","username":"bigdrop1111","text":"NAH","badges":{},"emotes":{},"tmi_sent_ts":1784431064390,"stream_offset_ms":16977390}
+{"channel":"fanum","raw_message":"@badge-info=;badges=football-fest-2026/1;client-nonce=90f95f96e98e4cbfa09ad11bd0bd10db;color=;display-name=sbatexasshi;emotes=;first-msg=0;flags=;id=cfe8b6d5-b457-47a2-b03d-42c5cbede24f;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431064641;turbo=0;user-id=1229875641;user-type= :sbatexasshi!sbatexasshi@sbatexasshi.tmi.twitch.tv PRIVMSG #fanum :!watchtime","message_id":"cfe8b6d5-b457-47a2-b03d-42c5cbede24f","user_id":"1229875641","username":"sbatexasshi","text":"!watchtime","badges":{"football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431064641,"stream_offset_ms":16977641}
+{"channel":"fanum","raw_message":"@badge-info=;badges=subtember-2024/1;color=#00FF7F;display-name=aistrikes;emotes=;first-msg=0;flags=4-5:P.3;id=f112f6af-4529-4505-897e-8df2caeb8aca;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431064660;turbo=0;user-id=949181121;user-type= :aistrikes!aistrikes@aistrikes.tmi.twitch.tv PRIVMSG #fanum :how tf y’all know people sneaking in","message_id":"f112f6af-4529-4505-897e-8df2caeb8aca","user_id":"949181121","username":"aistrikes","text":"how tf y’all know people sneaking in","badges":{"subtember-2024":"1"},"emotes":{},"tmi_sent_ts":1784431064660,"stream_offset_ms":16977660}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=55803444-FF94-4E53-B555-1CF8BD4B3D66;color=;display-name=rayrayshii;emotes=;first-msg=1;flags=;id=3e841437-f1a9-4bd6-9d5a-75d10ae2126c;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431064673;turbo=0;user-id=1314694510;user-type= :rayrayshii!rayrayshii@rayrayshii.tmi.twitch.tv PRIVMSG #fanum :THEY SNEAKING OUT","message_id":"3e841437-f1a9-4bd6-9d5a-75d10ae2126c","user_id":"1314694510","username":"rayrayshii","text":"THEY SNEAKING OUT","badges":{},"emotes":{},"tmi_sent_ts":1784431064673,"stream_offset_ms":16977673}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=C43374C3-7143-4729-969D-2342074C4C7E;color=;display-name=dhegsvhdshehsbs;emotes=;first-msg=0;flags=;id=f7a5d474-fa2c-46ff-9b73-5e0630d9cfc5;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431064745;turbo=0;user-id=1516152433;user-type= :dhegsvhdshehsbs!dhegsvhdshehsbs@dhegsvhdshehsbs.tmi.twitch.tv PRIVMSG #fanum :😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭","message_id":"f7a5d474-fa2c-46ff-9b73-5e0630d9cfc5","user_id":"1516152433","username":"dhegsvhdshehsbs","text":"😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭","badges":{},"emotes":{},"tmi_sent_ts":1784431064745,"stream_offset_ms":16977745}
+{"channel":"fanum","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=;first-msg=0;flags=;id=af6276eb-61c2-4faa-97f7-88171c30e63e;mod=1;reply-parent-display-name=sbatexasshi;reply-parent-msg-body=!watchtime;reply-parent-msg-id=cfe8b6d5-b457-47a2-b03d-42c5cbede24f;reply-parent-user-id=1229875641;reply-parent-user-login=sbatexasshi;reply-thread-parent-display-name=sbatexasshi;reply-thread-parent-msg-id=cfe8b6d5-b457-47a2-b03d-42c5cbede24f;reply-thread-parent-user-id=1229875641;reply-thread-parent-user-login=sbatexasshi;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431064867;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #fanum :@sbatexasshi sbatexasshi has spent  3 days 13 hours watching fanum","message_id":"af6276eb-61c2-4faa-97f7-88171c30e63e","user_id":"100135110","username":"streamelements","text":"@sbatexasshi sbatexasshi has spent  3 days 13 hours watching fanum","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431064867,"stream_offset_ms":16977867}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=81b9c143ddc04cd19ce32666208f8a99;color=#8A2BE2;display-name=purrpcity_gaming;emotes=;first-msg=0;flags=;id=f84594dc-cf88-4486-a9a8-8b6fc078f923;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431065555;turbo=0;user-id=642876363;user-type= :purrpcity_gaming!purrpcity_gaming@purrpcity_gaming.tmi.twitch.tv PRIVMSG #fanum :LLLLLLLLLLLLLLLLLL","message_id":"f84594dc-cf88-4486-a9a8-8b6fc078f923","user_id":"642876363","username":"purrpcity_gaming","text":"LLLLLLLLLLLLLLLLLL","badges":{},"emotes":{},"tmi_sent_ts":1784431065555,"stream_offset_ms":16978555}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=D2DD3F04-9FEE-41D5-AAD6-C43249345B6D;color=;display-name=user5hunnidd0;emotes=;first-msg=0;flags=;id=7654ecb3-60f2-401a-ace3-4c15bdef651c;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431065574;turbo=0;user-id=1521072330;user-type= :user5hunnidd0!user5hunnidd0@user5hunnidd0.tmi.twitch.tv PRIVMSG #fanum :KAI IS BACKKKKKK","message_id":"7654ecb3-60f2-401a-ace3-4c15bdef651c","user_id":"1521072330","username":"user5hunnidd0","text":"KAI IS BACKKKKKK","badges":{},"emotes":{},"tmi_sent_ts":1784431065574,"stream_offset_ms":16978574}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=E1D36B6B-E40F-418B-9828-1E1C05FA2073;color=;display-name=simemaison;emotes=;first-msg=0;flags=;id=bad09292-3c09-4e62-838f-fe2c641a3be6;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431065875;turbo=0;user-id=634991233;user-type= :simemaison!simemaison@simemaison.tmi.twitch.tv PRIVMSG #fanum :get Kai","message_id":"bad09292-3c09-4e62-838f-fe2c641a3be6","user_id":"634991233","username":"simemaison","text":"get Kai","badges":{},"emotes":{},"tmi_sent_ts":1784431065875,"stream_offset_ms":16978875}
+{"channel":"fanum","raw_message":"@badge-info=subscriber/12;badges=subscriber/12,twitch-recap-2025/1;client-nonce=d33a0d14ba58405d83bc1849a9a9bde6;color=#FF69B4;display-name=ashley8893;emotes=;first-msg=0;flags=;id=1c76f232-40f5-476a-9cb5-cdc4fcc31259;mod=0;returning-chatter=0;room-id=139251406;subscriber=1;tmi-sent-ts=1784431066196;turbo=0;user-id=1097510128;user-type= :ashley8893!ashley8893@ashley8893.tmi.twitch.tv PRIVMSG #fanum :W COPS","message_id":"1c76f232-40f5-476a-9cb5-cdc4fcc31259","user_id":"1097510128","username":"ashley8893","text":"W COPS","badges":{"subscriber":"12","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431066196,"stream_offset_ms":16979196}
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+{"channel":"fanum","raw_message":"@badge-info=subscriber/12;badges=subscriber/12,twitch-recap-2025/1;client-nonce=c74006e5adb74b6890ca59aadd4d655d;color=#FF69B4;display-name=ashley8893;emotes=;first-msg=0;flags=;id=2ad4172c-6e89-433b-8b8b-452baee84734;mod=0;returning-chatter=0;room-id=139251406;subscriber=1;tmi-sent-ts=1784431070673;turbo=0;user-id=1097510128;user-type= :ashley8893!ashley8893@ashley8893.tmi.twitch.tv PRIVMSG #fanum :W PARTY","message_id":"2ad4172c-6e89-433b-8b8b-452baee84734","user_id":"1097510128","username":"ashley8893","text":"W PARTY","badges":{"subscriber":"12","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431070673,"stream_offset_ms":16983673}
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+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=30A7D5C9-53D8-42EC-8AC8-6A16605C85EF;color=;display-name=user5hunnidd0;emotes=;first-msg=0;flags=;id=a4d727fd-163a-453b-9f11-685fcbf8f39b;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431071712;turbo=0;user-id=1521072330;user-type= :user5hunnidd0!user5hunnidd0@user5hunnidd0.tmi.twitch.tv PRIVMSG #fanum :HESS BACKKKK","message_id":"a4d727fd-163a-453b-9f11-685fcbf8f39b","user_id":"1521072330","username":"user5hunnidd0","text":"HESS BACKKKK","badges":{},"emotes":{},"tmi_sent_ts":1784431071712,"stream_offset_ms":16984712}
+{"channel":"fanum","raw_message":"@badge-info=;badges=campaign-139251406-a67330d6-b9ab-4dcc-b93b-48655c092609-sub/1;client-nonce=5288216f-63df-4354-aa1a-c16ff93af3a4;color=#1E90FF;display-name=jjplaysss_;emotes=;first-msg=0;flags=;id=9d41dafa-3473-4bb6-ae17-7fbef60b8b98;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431071815;turbo=0;user-id=1405734073;user-type= :jjplaysss_!jjplaysss_@jjplaysss_.tmi.twitch.tv PRIVMSG #fanum :The fact y'all can't see this a script, is frying me","message_id":"9d41dafa-3473-4bb6-ae17-7fbef60b8b98","user_id":"1405734073","username":"jjplaysss_","text":"The fact y'all can't see this a script, is frying me","badges":{"campaign-139251406-a67330d6-b9ab-4dcc-b93b-48655c092609-sub":"1"},"emotes":{},"tmi_sent_ts":1784431071815,"stream_offset_ms":16984815}
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+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=F0A91C14-D43C-412B-9E74-DAA93FA793B1;color=#FF69B4;display-name=lemonaeedee;emotes=;first-msg=0;flags=;id=e54a3dd6-3a04-4360-a438-205f7dff9a27;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431072308;turbo=0;user-id=925434415;user-type= :lemonaeedee!lemonaeedee@lemonaeedee.tmi.twitch.tv PRIVMSG #fanum :waiiitttttt","message_id":"e54a3dd6-3a04-4360-a438-205f7dff9a27","user_id":"925434415","username":"lemonaeedee","text":"waiiitttttt","badges":{},"emotes":{},"tmi_sent_ts":1784431072308,"stream_offset_ms":16985308}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=035FB40E-6232-483B-B800-E6D328CABA62;color=;display-name=nramuso;emotes=;first-msg=0;flags=;id=a479fd26-1d9d-45d3-a547-b397c2209542;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431073103;turbo=0;user-id=1520693340;user-type= :nramuso!nramuso@nramuso.tmi.twitch.tv PRIVMSG #fanum :YALL FATTTYYSSS","message_id":"a479fd26-1d9d-45d3-a547-b397c2209542","user_id":"1520693340","username":"nramuso","text":"YALL FATTTYYSSS","badges":{},"emotes":{},"tmi_sent_ts":1784431073103,"stream_offset_ms":16986103}
+{"channel":"fanum","raw_message":"@badge-info=;badges=premium/1;client-nonce=DBC70248-1B3F-4C8F-B4B5-F1F44BF03710;color=#3019B3;display-name=Erik2real;emotes=;first-msg=0;flags=;id=b8883b08-f87a-464c-8310-1f00196f352b;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431073154;turbo=0;user-id=186783607;user-type= :erik2real!erik2real@erik2real.tmi.twitch.tv PRIVMSG #fanum :what Kai did","message_id":"b8883b08-f87a-464c-8310-1f00196f352b","user_id":"186783607","username":"erik2real","text":"what Kai did","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431073154,"stream_offset_ms":16986154}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=98244890-A6CA-4538-8993-0C95FEE237A6;color=#008000;display-name=cbee94_;emotes=;first-msg=0;flags=;id=85d31cf4-df39-4637-a987-3af21a009229;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431073252;turbo=0;user-id=1011290411;user-type= :cbee94_!cbee94_@cbee94_.tmi.twitch.tv PRIVMSG #fanum :they bout to take od car","message_id":"85d31cf4-df39-4637-a987-3af21a009229","user_id":"1011290411","username":"cbee94_","text":"they bout to take od car","badges":{},"emotes":{},"tmi_sent_ts":1784431073252,"stream_offset_ms":16986252}
+{"channel":"fanum","raw_message":"@badge-info=;badges=;client-nonce=04b363298b0e4afea253d113973078a4;color=;display-name=sauceituptv_;emotes=;first-msg=0;flags=;id=b56938da-13bc-42fd-80fb-b94e107b615a;mod=0;returning-chatter=0;room-id=139251406;subscriber=0;tmi-sent-ts=1784431073370;turbo=0;user-id=931860122;user-type= :sauceituptv_!sauceituptv_@sauceituptv_.tmi.twitch.tv PRIVMSG #fanum :get food","message_id":"b56938da-13bc-42fd-80fb-b94e107b615a","user_id":"931860122","username":"sauceituptv_","text":"get food","badges":{},"emotes":{},"tmi_sent_ts":1784431073370,"stream_offset_ms":16986370}
diff --git a/data/fleeceking__20260719T031753600707.jsonl b/data/fleeceking__20260719T031753600707.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f78d355d6976866e63ef59fcdfb350b7c75f595d
--- /dev/null
+++ b/data/fleeceking__20260719T031753600707.jsonl
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+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/54;badges=moderator/1,subscriber/3000,team-valor/1;client-nonce=b1dcea6504f141eaa3411ef4cfac09e8;color=#832BE3;display-name=FortuneKookii;emotes=;first-msg=0;flags=;id=e1fdd213-1acb-4b3b-9925-01defd842f1a;mod=1;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431067167;turbo=0;user-id=724057373;user-type=mod :fortunekookii!fortunekookii@fortunekookii.tmi.twitch.tv PRIVMSG #fleeceking :@infiniprime hii","message_id":"e1fdd213-1acb-4b3b-9925-01defd842f1a","user_id":"724057373","username":"fortunekookii","text":"@infiniprime hii","badges":{"moderator":"1","subscriber":"3000","team-valor":"1"},"emotes":{},"tmi_sent_ts":1784431067167,"stream_offset_ms":4534167}
+{"channel":"fleeceking","raw_message":"@badge-info=subscriber/1;badges=subscriber/0,raging-wolf-helm/1;client-nonce=094ef2ffae274a889e4e3a33ea2a0ec1;color=;display-name=grandmasterblazers;emotes=;first-msg=0;flags=;id=28357395-116f-4cc6-91ac-49c78bd263d7;mod=0;reply-parent-display-name=FortuneKookii;reply-parent-msg-body=@grandmasterblazers\\shellooo\\sthere;reply-parent-msg-id=ced965c2-cdfe-4074-98ec-5b8fbe8e6f73;reply-parent-user-id=724057373;reply-parent-user-login=fortunekookii;reply-thread-parent-display-name=FortuneKookii;reply-thread-parent-msg-id=ced965c2-cdfe-4074-98ec-5b8fbe8e6f73;reply-thread-parent-user-id=724057373;reply-thread-parent-user-login=fortunekookii;returning-chatter=0;room-id=145813806;subscriber=1;tmi-sent-ts=1784431067481;turbo=0;user-id=519483931;user-type= :grandmasterblazers!grandmasterblazers@grandmasterblazers.tmi.twitch.tv PRIVMSG #fleeceking :@FortuneKookii Hola!","message_id":"28357395-116f-4cc6-91ac-49c78bd263d7","user_id":"519483931","username":"grandmasterblazers","text":"@FortuneKookii Hola!","badges":{"subscriber":"0","raging-wolf-helm":"1"},"emotes":{},"tmi_sent_ts":1784431067481,"stream_offset_ms":4534481}
+{"channel":"fleeceking","raw_message":"@badge-info=;badges=;client-nonce=362EF61F-8DB2-4F92-BC29-557540842C4C;color=#8A2BE2;display-name=caelestra03;emotes=;first-msg=0;flags=;id=249b85d6-9541-4c3d-964d-dff90240b6a1;mod=0;returning-chatter=0;room-id=145813806;subscriber=0;tmi-sent-ts=1784431068310;turbo=0;user-id=1352081611;user-type= :caelestra03!caelestra03@caelestra03.tmi.twitch.tv PRIVMSG #fleeceking :Impressive!","message_id":"249b85d6-9541-4c3d-964d-dff90240b6a1","user_id":"1352081611","username":"caelestra03","text":"Impressive!","badges":{},"emotes":{},"tmi_sent_ts":1784431068310,"stream_offset_ms":4535310}
+{"channel":"fleeceking","raw_message":"@badge-info=;badges=premium/1;client-nonce=6ff1132f208f43af874d90095086822b;color=#008000;display-name=ET_Nilsson;emotes=;first-msg=0;flags=;id=520c7f88-f5b3-46b8-a0ec-b36309d4cf5e;mod=0;returning-chatter=0;room-id=145813806;subscriber=0;tmi-sent-ts=1784431071561;turbo=0;user-id=517180412;user-type= :et_nilsson!et_nilsson@et_nilsson.tmi.twitch.tv PRIVMSG #fleeceking :I'm so talented I can sleep with my eyes closed!","message_id":"520c7f88-f5b3-46b8-a0ec-b36309d4cf5e","user_id":"517180412","username":"et_nilsson","text":"I'm so talented I can sleep with my eyes closed!","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431071561,"stream_offset_ms":4538561}
diff --git a/data/freem4no__20260719T031753602483.jsonl b/data/freem4no__20260719T031753602483.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..27c9d93e78ab2ef079179321f874a3c810e052c2
--- /dev/null
+++ b/data/freem4no__20260719T031753602483.jsonl
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+{"channel":"freem4no","raw_message":"@badge-info=;badges=;client-nonce=30c8a389d72146a98b4bdd0fb564ddd7;color=;display-name=kwthyyy;emotes=;first-msg=0;flags=;id=73bc7166-6e4c-4ea8-8302-b6ec08672853;mod=0;returning-chatter=0;room-id=675293771;subscriber=0;tmi-sent-ts=1784431072462;turbo=0;user-id=1351698990;user-type= :kwthyyy!kwthyyy@kwthyyy.tmi.twitch.tv PRIVMSG #freem4no :PepeLaugh","message_id":"73bc7166-6e4c-4ea8-8302-b6ec08672853","user_id":"1351698990","username":"kwthyyy","text":"PepeLaugh","badges":{},"emotes":{},"tmi_sent_ts":1784431072462,"stream_offset_ms":13839462}
diff --git a/data/frg_kazik_2262698__20260719T031753597057.jsonl b/data/frg_kazik_2262698__20260719T031753597057.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8b9e7e9ca7882a10b6dbba26df5eed1a1fe9151d
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+++ b/data/frg_kazik_2262698__20260719T031753597057.jsonl
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diff --git a/data/gladd__20260719T031753601830.jsonl b/data/gladd__20260719T031753601830.jsonl
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+++ b/data/gladd__20260719T031753601830.jsonl
@@ -0,0 +1 @@
+{"channel":"gladd","raw_message":"@badge-info=;badges=;client-nonce=27b8a0336cbf45e4a05c39f687c63318;color=#FF4500;display-name=noSkillmando;emotes=;first-msg=0;flags=;id=ed68734c-33ad-4cfd-a3c6-ebccc8e8f2f6;mod=0;returning-chatter=0;room-id=81628627;subscriber=0;tmi-sent-ts=1784431070709;turbo=0;user-id=434600219;user-type= :noskillmando!noskillmando@noskillmando.tmi.twitch.tv PRIVMSG #gladd :like a dodge","message_id":"ed68734c-33ad-4cfd-a3c6-ebccc8e8f2f6","user_id":"434600219","username":"noskillmando","text":"like a dodge","badges":{},"emotes":{},"tmi_sent_ts":1784431070709,"stream_offset_ms":41284709}
diff --git a/data/greentea__20260719T031753598378.jsonl b/data/greentea__20260719T031753598378.jsonl
new file mode 100644
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+++ b/data/greentea__20260719T031753598378.jsonl
@@ -0,0 +1 @@
+{"channel":"greentea","raw_message":"@badge-info=;badges=;client-nonce=d4773614cdf0436bb6f9013a1da5bbbb;color=#FF0000;display-name=白蛇;emotes=;first-msg=0;flags=;id=3fc67ee9-12f5-4b0d-9107-2ba98846c02d;mod=0;returning-chatter=0;room-id=29528480;subscriber=0;tmi-sent-ts=1784431065656;turbo=0;user-id=89280989;user-type= :shirohebi9527!shirohebi9527@shirohebi9527.tmi.twitch.tv PRIVMSG #greentea :哦哦哦 沒跟到這個更新","message_id":"3fc67ee9-12f5-4b0d-9107-2ba98846c02d","user_id":"89280989","username":"shirohebi9527","text":"哦哦哦 沒跟到這個更新","badges":{},"emotes":{},"tmi_sent_ts":1784431065656,"stream_offset_ms":3910656}
diff --git a/data/hannahxxrose__20260719T031753598699.jsonl b/data/hannahxxrose__20260719T031753598699.jsonl
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+++ b/data/hannahxxrose__20260719T031753598699.jsonl
@@ -0,0 +1 @@
+{"channel":"hannahxxrose","raw_message":"@badge-info=;badges=blossom-badge/4;client-nonce=ab9e0d3a-6c70-4803-ac50-f02c6f0957d9;color=#FF0000;display-name=isuckatpvp6639;emotes=;first-msg=0;flags=;id=1325e7fc-337d-4cc6-a6b5-0b2a967d6caa;mod=0;returning-chatter=0;room-id=63096750;subscriber=0;tmi-sent-ts=1784431065893;turbo=0;user-id=1322158377;user-type= :isuckatpvp6639!isuckatpvp6639@isuckatpvp6639.tmi.twitch.tv PRIVMSG #hannahxxrose :Its justa thought","message_id":"1325e7fc-337d-4cc6-a6b5-0b2a967d6caa","user_id":"1322158377","username":"isuckatpvp6639","text":"Its justa thought","badges":{"blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431065893,"stream_offset_ms":7011893}
diff --git a/data/infume__20260719T031753595002.jsonl b/data/infume__20260719T031753595002.jsonl
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+++ b/data/infume__20260719T031753595002.jsonl
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+{"channel":"infume","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,premium/1;client-nonce=312BF624-86D8-4808-8678-2370282227E2;color=#00FF7F;display-name=violagang1;emotes=;first-msg=0;flags=;id=d7c721d3-99bc-4ce8-b8ae-4641861843bf;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431069893;turbo=0;user-id=419919850;user-type= :violagang1!violagang1@violagang1.tmi.twitch.tv PRIVMSG #infume :TRUEING","message_id":"d7c721d3-99bc-4ce8-b8ae-4641861843bf","user_id":"419919850","username":"violagang1","text":"TRUEING","badges":{"subscriber":"2","premium":"1"},"emotes":{},"tmi_sent_ts":1784431069893,"stream_offset_ms":123206893}
+{"channel":"infume","raw_message":"@badge-info=subscriber/15;badges=vip/1,subscriber/12,hype-train/2;client-nonce=34676cfb84ee4c66866f02f5240ea9c0;color=#048FC2;display-name=DestEmu;emotes=;first-msg=0;flags=;id=9f291de2-30f6-48f0-8d05-14e82ec5e6b3;mod=0;returning-chatter=0;room-id=248600377;subscriber=1;tmi-sent-ts=1784431070503;turbo=0;user-id=704184417;user-type=;vip=1 :destemu!destemu@destemu.tmi.twitch.tv PRIVMSG #infume :meteorologist15_ Hii","message_id":"9f291de2-30f6-48f0-8d05-14e82ec5e6b3","user_id":"704184417","username":"destemu","text":"meteorologist15_ Hii","badges":{"vip":"1","subscriber":"12","hype-train":"2"},"emotes":{},"tmi_sent_ts":1784431070503,"stream_offset_ms":123207503}
diff --git a/data/jalensworld__20260719T031753599565.jsonl b/data/jalensworld__20260719T031753599565.jsonl
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+++ b/data/jalensworld__20260719T031753599565.jsonl
@@ -0,0 +1,9 @@
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/37;badges=subscriber/36,fischer/1;client-nonce=CFB929E4-306C-48F6-A744-88B6238A8FF6;color=#FF2700;display-name=MuddyeMotionz;emote-only=1;emotes=emotesv2_adeb83ffde994ad69e1fdb8a1202cac6:0-19,21-40,42-61;first-msg=0;flags=;id=e45a6dce-d70d-476b-97d4-a79d1ed32a00;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431066722;turbo=0;user-id=910908930;user-type= :muddyemotionz!muddyemotionz@muddyemotionz.tmi.twitch.tv PRIVMSG #jalensworld_ :jalens1Whitegirlfish jalens1Whitegirlfish jalens1Whitegirlfish","message_id":"e45a6dce-d70d-476b-97d4-a79d1ed32a00","user_id":"910908930","username":"muddyemotionz","text":"jalens1Whitegirlfish jalens1Whitegirlfish jalens1Whitegirlfish","badges":{"subscriber":"36","fischer":"1"},"emotes":{"emotesv2_adeb83ffde994ad69e1fdb8a1202cac6":["0-19","21-40","42-61"]},"tmi_sent_ts":1784431066722,"stream_offset_ms":7807722}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/21;badges=subscriber/18;client-nonce=3562CBF8-268D-40FB-9CA7-16D621E96C9C;color=#FF69B4;display-name=pimpin_hand;emotes=;first-msg=0;flags=;id=941c5ac8-5505-4c30-aec2-649888a8b1f1;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431067863;turbo=0;user-id=784489412;user-type= :pimpin_hand!pimpin_hand@pimpin_hand.tmi.twitch.tv PRIVMSG #jalensworld_ :that one video of them emo people dancing 🤣🤣🤣🤣🤣","message_id":"941c5ac8-5505-4c30-aec2-649888a8b1f1","user_id":"784489412","username":"pimpin_hand","text":"that one video of them emo people dancing 🤣🤣🤣🤣🤣","badges":{"subscriber":"18"},"emotes":{},"tmi_sent_ts":1784431067863,"stream_offset_ms":7808863}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/26;badges=subscriber/24,blossom-badge/3;client-nonce=2F64DC4F-9FA8-4A7D-88B9-1CFDE62C478E;color=#FF69B4;display-name=luvvtorey;emotes=;first-msg=0;flags=;id=b0ff3768-ca14-4f1e-b3d8-80dbeb840444;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431068040;turbo=0;user-id=791430162;user-type= :luvvtorey!luvvtorey@luvvtorey.tmi.twitch.tv PRIVMSG #jalensworld_ :YESS","message_id":"b0ff3768-ca14-4f1e-b3d8-80dbeb840444","user_id":"791430162","username":"luvvtorey","text":"YESS","badges":{"subscriber":"24","blossom-badge":"3"},"emotes":{},"tmi_sent_ts":1784431068040,"stream_offset_ms":7809040}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/15;badges=subscriber/12,blossom-badge/3;client-nonce=A3B7A4D6-D662-4309-9B46-053B99E5E86F;color=#1E90FF;display-name=vvkxo;emotes=;first-msg=0;flags=0-6:P.6;id=eb743fb1-b32d-4970-99f9-80b1880c320f;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431068755;turbo=0;user-id=529366099;user-type= :vvkxo!vvkxo@vvkxo.tmi.twitch.tv PRIVMSG #jalensworld_ :fuck ya","message_id":"eb743fb1-b32d-4970-99f9-80b1880c320f","user_id":"529366099","username":"vvkxo","text":"fuck ya","badges":{"subscriber":"12","blossom-badge":"3"},"emotes":{},"tmi_sent_ts":1784431068755,"stream_offset_ms":7809755}
+{"channel":"jalensworld","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=;first-msg=0;flags=37-41:A.6/I.5/P.6;id=25d0ece8-eb7c-48d1-b08c-ee950e199f98;mod=1;returning-chatter=0;room-id=643642250;subscriber=0;tmi-sent-ts=1784431070753;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #jalensworld_ :Want to have no ads and be a bad lil bitch what you looking at? and some tea emotes? Join Jalen's World now ♱ https://www.twitch.tv/subs/jalensworld_","message_id":"25d0ece8-eb7c-48d1-b08c-ee950e199f98","user_id":"100135110","username":"streamelements","text":"Want to have no ads and be a bad lil bitch what you looking at? and some tea emotes? Join Jalen's World now ♱ https://www.twitch.tv/subs/jalensworld_","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431070753,"stream_offset_ms":7811753}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/4;badges=subscriber/3,bloom-badge/3;client-nonce=7917B63D-BDB8-4979-8E17-130A3E101E48;color=#FF69B4;display-name=viperwavee;emotes=emotesv2_50a6c0fc5aef4a379a45c74a8a7fe399:0-18;first-msg=0;flags=;id=7ac0a14f-71e7-4396-8383-5de504733e8f;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431070985;turbo=0;user-id=654528730;user-type= :viperwavee!viperwavee@viperwavee.tmi.twitch.tv PRIVMSG #jalensworld_ :jalens1Youakiiiiiii yes","message_id":"7ac0a14f-71e7-4396-8383-5de504733e8f","user_id":"654528730","username":"viperwavee","text":"jalens1Youakiiiiiii yes","badges":{"subscriber":"3","bloom-badge":"3"},"emotes":{"emotesv2_50a6c0fc5aef4a379a45c74a8a7fe399":["0-18"]},"tmi_sent_ts":1784431070985,"stream_offset_ms":7811985}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/37;badges=subscriber/36,fischer/1;client-nonce=D62A8DCA-C978-4266-B79D-D2267C55741F;color=#FF2700;display-name=MuddyeMotionz;emote-only=1;emotes=emotesv2_82976e60ade64525914b167c880530c0:0-17,19-36,38-55,57-74;first-msg=0;flags=;id=ce9204bc-a510-43d7-94b6-88842ed34198;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431071207;turbo=0;user-id=910908930;user-type= :muddyemotionz!muddyemotionz@muddyemotionz.tmi.twitch.tv PRIVMSG #jalensworld_ :jalens1Dollazthrow jalens1Dollazthrow jalens1Dollazthrow jalens1Dollazthrow","message_id":"ce9204bc-a510-43d7-94b6-88842ed34198","user_id":"910908930","username":"muddyemotionz","text":"jalens1Dollazthrow jalens1Dollazthrow jalens1Dollazthrow jalens1Dollazthrow","badges":{"subscriber":"36","fischer":"1"},"emotes":{"emotesv2_82976e60ade64525914b167c880530c0":["0-17","19-36","38-55","57-74"]},"tmi_sent_ts":1784431071207,"stream_offset_ms":7812207}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/26;badges=subscriber/24,blossom-badge/3;client-nonce=5175E8FA-0130-4B78-9DC3-921672E3A684;color=#FF69B4;display-name=luvvtorey;emote-only=1;emotes=emotesv2_50a6c0fc5aef4a379a45c74a8a7fe399:0-18,20-38,40-58,60-78;first-msg=0;flags=;id=974a34b7-3a00-46e2-9c0c-4c4cd6bda3a7;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431071290;turbo=0;user-id=791430162;user-type= :luvvtorey!luvvtorey@luvvtorey.tmi.twitch.tv PRIVMSG #jalensworld_ :jalens1Youakiiiiiii jalens1Youakiiiiiii jalens1Youakiiiiiii jalens1Youakiiiiiii","message_id":"974a34b7-3a00-46e2-9c0c-4c4cd6bda3a7","user_id":"791430162","username":"luvvtorey","text":"jalens1Youakiiiiiii jalens1Youakiiiiiii jalens1Youakiiiiiii jalens1Youakiiiiiii","badges":{"subscriber":"24","blossom-badge":"3"},"emotes":{"emotesv2_50a6c0fc5aef4a379a45c74a8a7fe399":["0-18","20-38","40-58","60-78"]},"tmi_sent_ts":1784431071290,"stream_offset_ms":7812290}
+{"channel":"jalensworld","raw_message":"@badge-info=subscriber/16;badges=subscriber/12,sub-gifter/10;client-nonce=F654A85B-B4A7-4ED1-9751-94F9E863B2A4;color=#00FF7F;display-name=jordanisgorg;emotes=;first-msg=0;flags=10-13:P.6;id=7673a07d-d789-44e3-9c52-e9e80c726bd9;mod=0;returning-chatter=0;room-id=643642250;subscriber=1;tmi-sent-ts=1784431073454;turbo=0;user-id=650737031;user-type= :jordanisgorg!jordanisgorg@jordanisgorg.tmi.twitch.tv PRIVMSG #jalensworld_ :BIG TILDA FUCK??","message_id":"7673a07d-d789-44e3-9c52-e9e80c726bd9","user_id":"650737031","username":"jordanisgorg","text":"BIG TILDA FUCK??","badges":{"subscriber":"12","sub-gifter":"10"},"emotes":{},"tmi_sent_ts":1784431073454,"stream_offset_ms":7814454}
diff --git a/data/jkucci__20260719T031753602120.jsonl b/data/jkucci__20260719T031753602120.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..80beb9768017d0a11072326cc7b356915c365ab8
--- /dev/null
+++ b/data/jkucci__20260719T031753602120.jsonl
@@ -0,0 +1,2 @@
+{"channel":"jkucci","raw_message":"@badge-info=;badges=;client-nonce=5439310A-E004-4F03-A858-A7EA048BFDB0;color=#0000FF;display-name=annoyinglyammusing;emotes=;first-msg=0;flags=;id=5c11d912-df38-4285-bf26-9495976f85ab;mod=0;returning-chatter=0;room-id=489636068;subscriber=0;tmi-sent-ts=1784431071806;turbo=0;user-id=1155821046;user-type= :annoyinglyammusing!annoyinglyammusing@annoyinglyammusing.tmi.twitch.tv PRIVMSG #jkucci :i need suggestions, Glock or Beretta","message_id":"5c11d912-df38-4285-bf26-9495976f85ab","user_id":"1155821046","username":"annoyinglyammusing","text":"i need suggestions, Glock or Beretta","badges":{},"emotes":{},"tmi_sent_ts":1784431071806,"stream_offset_ms":10156806}
+{"channel":"jkucci","raw_message":"@badge-info=;badges=premium/1;client-nonce=F37B2C9F-7653-4D7B-A3FD-86D2E57B5504;color=#FFFFFF;display-name=noxyfvv;emotes=;first-msg=0;flags=;id=a683d953-673a-455c-962c-92ebf1633f01;mod=0;returning-chatter=0;room-id=489636068;subscriber=0;tmi-sent-ts=1784431071990;turbo=0;user-id=476586249;user-type= :noxyfvv!noxyfvv@noxyfvv.tmi.twitch.tv PRIVMSG #jkucci :@yunggravy4372 obv","message_id":"a683d953-673a-455c-962c-92ebf1633f01","user_id":"476586249","username":"noxyfvv","text":"@yunggravy4372 obv","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431071990,"stream_offset_ms":10156990}
diff --git a/data/juicyjacob__20260719T031753599331.jsonl b/data/juicyjacob__20260719T031753599331.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1a08dce5079bb8590157d6b50e3213e09e996fb1
--- /dev/null
+++ b/data/juicyjacob__20260719T031753599331.jsonl
@@ -0,0 +1,6 @@
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=78591B5A-8485-4139-843D-D5F13A1D4A6A;color=;display-name=msmuhloadded;emotes=;first-msg=0;flags=;id=21bbcabd-ad8f-4d2f-a87f-d5f378aea465;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431066578;turbo=0;user-id=1521560860;user-type= :msmuhloadded!msmuhloadded@msmuhloadded.tmi.twitch.tv PRIVMSG #juicyjacob :megamind where are you","message_id":"21bbcabd-ad8f-4d2f-a87f-d5f378aea465","user_id":"1521560860","username":"msmuhloadded","text":"megamind where are you","badges":{},"emotes":{},"tmi_sent_ts":1784431066578,"stream_offset_ms":10978578}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=8F0E64A1-E425-4E56-89BC-ABE432A92B3F;color=;display-name=aaliyahthebestone;emotes=;first-msg=0;flags=;id=91ad6a68-a944-43f7-9810-1a67eddfb23b;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431068511;turbo=0;user-id=1520520646;user-type= :aaliyahthebestone!aaliyahthebestone@aaliyahthebestone.tmi.twitch.tv PRIVMSG #juicyjacob :where the heck is megamind","message_id":"91ad6a68-a944-43f7-9810-1a67eddfb23b","user_id":"1520520646","username":"aaliyahthebestone","text":"where the heck is megamind","badges":{},"emotes":{},"tmi_sent_ts":1784431068511,"stream_offset_ms":10980511}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=DD898666-6C45-4FD9-BCD9-402CCBEEF129;color=;display-name=ray679944;emote-only=1;emotes=22639:0-7,9-16,18-25;first-msg=0;flags=;id=2ad12e20-e5b5-4b73-b51c-4373d180cf75;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431070312;turbo=0;user-id=1521016410;user-type= :ray679944!ray679944@ray679944.tmi.twitch.tv PRIVMSG #juicyjacob :BabyRage BabyRage BabyRage","message_id":"2ad12e20-e5b5-4b73-b51c-4373d180cf75","user_id":"1521016410","username":"ray679944","text":"BabyRage BabyRage BabyRage","badges":{},"emotes":{"22639":["0-7","9-16","18-25"]},"tmi_sent_ts":1784431070312,"stream_offset_ms":10982312}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=0fb81e7a4c04421fbb9aca230610ceef;color=;display-name=steelcorpian82;emotes=;first-msg=0;flags=;id=2db707d6-5ebc-4e35-8c79-fcc36a33f26d;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431070905;turbo=0;user-id=1481615857;user-type= :steelcorpian82!steelcorpian82@steelcorpian82.tmi.twitch.tv PRIVMSG #juicyjacob :Isn’t he 14?","message_id":"2db707d6-5ebc-4e35-8c79-fcc36a33f26d","user_id":"1481615857","username":"steelcorpian82","text":"Isn’t he 14?","badges":{},"emotes":{},"tmi_sent_ts":1784431070905,"stream_offset_ms":10982905}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=63F3AE4D-FA49-42E4-B536-10220D4D47F2;color=;display-name=msmuhloadded;emotes=;first-msg=0;flags=;id=6c1de89f-cccf-48b2-9f70-a4ce61dfb8ac;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431071992;turbo=0;user-id=1521560860;user-type= :msmuhloadded!msmuhloadded@msmuhloadded.tmi.twitch.tv PRIVMSG #juicyjacob :😭😭","message_id":"6c1de89f-cccf-48b2-9f70-a4ce61dfb8ac","user_id":"1521560860","username":"msmuhloadded","text":"😭😭","badges":{},"emotes":{},"tmi_sent_ts":1784431071992,"stream_offset_ms":10983992}
+{"channel":"juicyjacob","raw_message":"@badge-info=;badges=;client-nonce=6E6A51ED-DFBC-41F5-AB20-8D2507EC2B94;color=;display-name=thegreatestbot0510;emotes=;first-msg=0;flags=;id=eb3eec76-1ff7-4a7a-a857-34baca3528e7;mod=0;returning-chatter=0;room-id=1381119590;subscriber=0;tmi-sent-ts=1784431072426;turbo=0;user-id=1508852627;user-type= :thegreatestbot0510!thegreatestbot0510@thegreatestbot0510.tmi.twitch.tv PRIVMSG #juicyjacob :where yo parents at","message_id":"eb3eec76-1ff7-4a7a-a857-34baca3528e7","user_id":"1508852627","username":"thegreatestbot0510","text":"where yo parents at","badges":{},"emotes":{},"tmi_sent_ts":1784431072426,"stream_offset_ms":10984426}
diff --git a/data/kaivtuber__20260719T031753599106.jsonl b/data/kaivtuber__20260719T031753599106.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..39dd2c0374b92eb48120e6225db23a9b82d12c50
--- /dev/null
+++ b/data/kaivtuber__20260719T031753599106.jsonl
@@ -0,0 +1,6 @@
+{"channel":"kaivtuber","raw_message":"@badge-info=;badges=;client-nonce=7E9A5935-D524-4CCC-9321-28D5C56F2B07;color=;display-name=lollicatdxx3;emote-only=1;emotes=emotesv2_a056e407b87c4e99b57d3bba2c5e689c:0-8;first-msg=0;flags=;id=d75c070c-b3e1-4fcc-9485-9eb90e9eef84;mod=0;returning-chatter=0;room-id=192765805;subscriber=0;tmi-sent-ts=1784431066092;turbo=0;user-id=1362209727;user-type= :lollicatdxx3!lollicatdxx3@lollicatdxx3.tmi.twitch.tv PRIVMSG #kaivtuber :henyaSpin","message_id":"d75c070c-b3e1-4fcc-9485-9eb90e9eef84","user_id":"1362209727","username":"lollicatdxx3","text":"henyaSpin","badges":{},"emotes":{"emotesv2_a056e407b87c4e99b57d3bba2c5e689c":["0-8"]},"tmi_sent_ts":1784431066092,"stream_offset_ms":3515092}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=F3567435-6EBF-4360-94EC-BD466CACCF49;color=#FF0000;display-name=neko_is_not_here;emotes=;first-msg=0;flags=0-3:P.0;id=9aed008b-0143-4841-9a7d-9a495f14b817;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431066928;turbo=0;user-id=478139726;user-type= :neko_is_not_here!neko_is_not_here@neko_is_not_here.tmi.twitch.tv PRIVMSG #kaivtuber :damn rude","message_id":"9aed008b-0143-4841-9a7d-9a495f14b817","user_id":"478139726","username":"neko_is_not_here","text":"damn rude","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431066928,"stream_offset_ms":3515928}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/4;badges=vip/1,subscriber/0,social-sharing/2;client-nonce=3DDD0355-F57E-4FE4-AE3D-0AD577C7EFE2;color=#FF69B4;display-name=AlexaAbigail;emotes=;first-msg=0;flags=0-5:P.3;id=2f9e1bc5-5068-43e5-a02d-ee975f7c87af;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431067043;turbo=0;user-id=533449010;user-type=;vip=1 :alexaabigail!alexaabigail@alexaabigail.tmi.twitch.tv PRIVMSG #kaivtuber :lmfaoo","message_id":"2f9e1bc5-5068-43e5-a02d-ee975f7c87af","user_id":"533449010","username":"alexaabigail","text":"lmfaoo","badges":{"vip":"1","subscriber":"0","social-sharing":"2"},"emotes":{},"tmi_sent_ts":1784431067043,"stream_offset_ms":3516043}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/21;badges=subscriber/0;client-nonce=cbe6afa2043142c89bfd51f72964f1f4;color=#7E619A;display-name=shyalexsue;emotes=;first-msg=0;flags=;id=2e4ce526-936e-49b3-9baf-c1217d1dd6cd;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431069946;turbo=0;user-id=675125325;user-type= :shyalexsue!shyalexsue@shyalexsue.tmi.twitch.tv PRIVMSG #kaivtuber :ou eeYUCKKK","message_id":"2e4ce526-936e-49b3-9baf-c1217d1dd6cd","user_id":"675125325","username":"shyalexsue","text":"ou eeYUCKKK","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431069946,"stream_offset_ms":3518946}
+{"channel":"kaivtuber","raw_message":"@badge-info=;badges=bingbonglove/1;client-nonce=4c966c9d13e448f9935e1e1341886b06;color=#EBE091;display-name=ShiningSion;emotes=;first-msg=0;flags=;id=438cb465-41d6-462f-9e3b-fa174bca1d88;mod=0;returning-chatter=0;room-id=192765805;subscriber=0;tmi-sent-ts=1784431070833;turbo=0;user-id=638859476;user-type= :shiningsion!shiningsion@shiningsion.tmi.twitch.tv PRIVMSG #kaivtuber :im crying","message_id":"438cb465-41d6-462f-9e3b-fa174bca1d88","user_id":"638859476","username":"shiningsion","text":"im crying","badges":{"bingbonglove":"1"},"emotes":{},"tmi_sent_ts":1784431070833,"stream_offset_ms":3519833}
+{"channel":"kaivtuber","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=9fa85551-e21e-425e-9133-84c928d93c7b;color=#2E8B57;display-name=mannyroyd;emotes=;first-msg=0;flags=;id=44993e6f-acce-4e27-b633-58057771d191;mod=0;returning-chatter=0;room-id=192765805;subscriber=1;tmi-sent-ts=1784431073167;turbo=0;user-id=1510941155;user-type= :mannyroyd!mannyroyd@mannyroyd.tmi.twitch.tv PRIVMSG #kaivtuber :Not easy being in the box....","message_id":"44993e6f-acce-4e27-b633-58057771d191","user_id":"1510941155","username":"mannyroyd","text":"Not easy being in the box....","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431073167,"stream_offset_ms":3522167}
diff --git a/data/lifeofrio__20260719T031753596656.jsonl b/data/lifeofrio__20260719T031753596656.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bc99b24d041633d1523f9e1e21ca4ebdc9bd8357
--- /dev/null
+++ b/data/lifeofrio__20260719T031753596656.jsonl
@@ -0,0 +1,5 @@
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/31;badges=subscriber/24,clips-leader/3;client-nonce=455ffb88c4084bfa834233a6120c82e3;color=#2E8B57;display-name=Quivonte;emotes=;first-msg=0;flags=;id=2bd0fca7-7d7d-4048-a283-072d47749051;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431064415;turbo=0;user-id=21986548;user-type= :quivonte!quivonte@quivonte.tmi.twitch.tv PRIVMSG #lifeofrio :ut oh","message_id":"2bd0fca7-7d7d-4048-a283-072d47749051","user_id":"21986548","username":"quivonte","text":"ut oh","badges":{"subscriber":"24","clips-leader":"3"},"emotes":{},"tmi_sent_ts":1784431064415,"stream_offset_ms":1242415}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/42;badges=subscriber/36,bits/100;client-nonce=7A0863D7-05D0-48FF-9AD3-561D783CA7B2;color=#1E90FF;display-name=BlankVerse__;emotes=;first-msg=0;flags=;id=9f8d40cc-23e6-4558-bfcc-ad596e154305;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431067140;turbo=0;user-id=54660092;user-type= :blankverse__!blankverse__@blankverse__.tmi.twitch.tv PRIVMSG #lifeofrio :I ain’t know that","message_id":"9f8d40cc-23e6-4558-bfcc-ad596e154305","user_id":"54660092","username":"blankverse__","text":"I ain’t know that","badges":{"subscriber":"36","bits":"100"},"emotes":{},"tmi_sent_ts":1784431067140,"stream_offset_ms":1245140}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/10;badges=subscriber/9;client-nonce=dcf33219-df07-4ec8-a31b-92f916d9e40d;color=;display-name=Deterrious;emotes=;first-msg=0;flags=0-3:P.0;id=777cef66-b2bb-4f97-b1b7-4bfaf16a3d0a;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431067926;turbo=0;user-id=905880657;user-type= :deterrious!deterrious@deterrious.tmi.twitch.tv PRIVMSG #lifeofrio :Damn","message_id":"777cef66-b2bb-4f97-b1b7-4bfaf16a3d0a","user_id":"905880657","username":"deterrious","text":"Damn","badges":{"subscriber":"9"},"emotes":{},"tmi_sent_ts":1784431067926,"stream_offset_ms":1245926}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/110;badges=moderator/1,subscriber/3090,bot-badge/1;color=#7C7CE1;display-name=Nightbot;emote-only=1;emotes=emotesv2_ef9955cfe1434c2c80745cc492e55240:8-14,24-30,41-47/emotesv2_c8e4ca15ec454448a2a3f5d8c597da78:0-6,16-22,33-39;first-msg=0;flags=;id=973f862f-5a28-4e45-a6f8-f64f72f0dd2d;mod=1;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431068353;turbo=0;user-id=19264788;user-type=mod :nightbot!nightbot@nightbot.tmi.twitch.tv PRIVMSG #lifeofrio :riooWtf riooSAD riooWtf riooSAD  riooWtf riooSAD","message_id":"973f862f-5a28-4e45-a6f8-f64f72f0dd2d","user_id":"19264788","username":"nightbot","text":"riooWtf riooSAD riooWtf riooSAD  riooWtf riooSAD","badges":{"moderator":"1","subscriber":"3090","bot-badge":"1"},"emotes":{"emotesv2_ef9955cfe1434c2c80745cc492e55240":["8-14","24-30","41-47"],"emotesv2_c8e4ca15ec454448a2a3f5d8c597da78":["0-6","16-22","33-39"]},"tmi_sent_ts":1784431068353,"stream_offset_ms":1246353}
+{"channel":"lifeofrio","raw_message":"@badge-info=subscriber/42;badges=subscriber/36,bits/100;client-nonce=8AF52E87-EDBE-4DF0-9722-3050E4CD9E1C;color=#1E90FF;display-name=BlankVerse__;emotes=;first-msg=0;flags=;id=550fb7ff-9e4d-4059-8d3e-3facc56ed703;mod=0;returning-chatter=0;room-id=51700007;subscriber=1;tmi-sent-ts=1784431070604;turbo=0;user-id=54660092;user-type= :blankverse__!blankverse__@blankverse__.tmi.twitch.tv PRIVMSG #lifeofrio :hmm","message_id":"550fb7ff-9e4d-4059-8d3e-3facc56ed703","user_id":"54660092","username":"blankverse__","text":"hmm","badges":{"subscriber":"36","bits":"100"},"emotes":{},"tmi_sent_ts":1784431070604,"stream_offset_ms":1248604}
diff --git a/data/lucellia__20260719T031753596904.jsonl b/data/lucellia__20260719T031753596904.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..31eaa71bddf8b55e97d7147592534a9c40296ae1
--- /dev/null
+++ b/data/lucellia__20260719T031753596904.jsonl
@@ -0,0 +1,3 @@
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/17;badges=subscriber/3012,pokemon-30th-anniversary/1;client-nonce=50bf8284fff64dfe9d6c6e04d5093aa1;color=#B22222;display-name=mugiwaralux;emotes=;first-msg=0;flags=;id=df7bc5bb-1459-4cdc-bb92-24b00ac43ae5;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431064583;turbo=0;user-id=186324900;user-type= :mugiwaralux!mugiwaralux@mugiwaralux.tmi.twitch.tv PRIVMSG #lucellia :HOW R U MY FAV CAN/AUS STREAMER","message_id":"df7bc5bb-1459-4cdc-bb92-24b00ac43ae5","user_id":"186324900","username":"mugiwaralux","text":"HOW R U MY FAV CAN/AUS STREAMER","badges":{"subscriber":"3012","pokemon-30th-anniversary":"1"},"emotes":{},"tmi_sent_ts":1784431064583,"stream_offset_ms":11873583}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/14;badges=subscriber/12,campaign-568079487-db874f89-7ac5-41f1-92ac-ff7bdae34376-mw/1;client-nonce=4c1c15cc02c6451e997b1663576b6b3d;color=#D2691E;display-name=JamSession1;emotes=;first-msg=0;flags=;id=9a8d5219-f62b-451e-b13c-a523f2625522;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431069254;turbo=0;user-id=92165392;user-type= :jamsession1!jamsession1@jamsession1.tmi.twitch.tv PRIVMSG #lucellia :bluh","message_id":"9a8d5219-f62b-451e-b13c-a523f2625522","user_id":"92165392","username":"jamsession1","text":"bluh","badges":{"subscriber":"12","campaign-568079487-db874f89-7ac5-41f1-92ac-ff7bdae34376-mw":"1"},"emotes":{},"tmi_sent_ts":1784431069254,"stream_offset_ms":11878254}
+{"channel":"lucellia","raw_message":"@badge-info=subscriber/18;badges=subscriber/18,superultracombo-2023/1;client-nonce=b1edfddf7c1845009f2e14e7b0d38404;color=#1E90FF;display-name=Steveh;emotes=;first-msg=0;flags=;id=87b874c9-5576-421e-9dcc-ba2a84bee6f9;mod=0;returning-chatter=0;room-id=568079487;subscriber=1;tmi-sent-ts=1784431072559;turbo=0;user-id=42369430;user-type= :steveh!steveh@steveh.tmi.twitch.tv PRIVMSG #lucellia :awkward i thought that was a shock collar","message_id":"87b874c9-5576-421e-9dcc-ba2a84bee6f9","user_id":"42369430","username":"steveh","text":"awkward i thought that was a shock collar","badges":{"subscriber":"18","superultracombo-2023":"1"},"emotes":{},"tmi_sent_ts":1784431072559,"stream_offset_ms":11881559}
diff --git a/data/mcqueennlive__20260719T031753602333.jsonl b/data/mcqueennlive__20260719T031753602333.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8054ccef2a29cd11bb48001a8bcf002247cec8ba
--- /dev/null
+++ b/data/mcqueennlive__20260719T031753602333.jsonl
@@ -0,0 +1 @@
+{"channel":"mcqueennlive","raw_message":"@badge-info=;badges=;client-nonce=DD27FB74-26CD-4913-99C1-6925E7E3D86B;color=;display-name=IAmKiingArt;emotes=;first-msg=0;flags=;id=77c0a808-9fc6-4210-b1c5-1ed50bb7b827;mod=0;returning-chatter=0;room-id=175742254;subscriber=0;tmi-sent-ts=1784431072390;turbo=0;user-id=280102195;user-type= :iamkiingart!iamkiingart@iamkiingart.tmi.twitch.tv PRIVMSG #mcqueennlive :JOIN THE DISCORD ITS FIRE 🔥🔥🔥🔥","message_id":"77c0a808-9fc6-4210-b1c5-1ed50bb7b827","user_id":"280102195","username":"iamkiingart","text":"JOIN THE DISCORD ITS FIRE 🔥🔥🔥🔥","badges":{},"emotes":{},"tmi_sent_ts":1784431072390,"stream_offset_ms":25668390}
diff --git a/data/meat__20260719T031753594761.jsonl b/data/meat__20260719T031753594761.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b70bd4afe770b1ad786d5676b46bc294c00516b7
--- /dev/null
+++ b/data/meat__20260719T031753594761.jsonl
@@ -0,0 +1,3 @@
+{"channel":"meat","raw_message":"@badge-info=;badges=cdawg-cyclethon-5-badge/1;client-nonce=a9a34fccbdd74d61a26b013385cc2e67;color=#0000FF;display-name=holysimons;emotes=;first-msg=0;flags=;id=d2cbd70b-8a7a-44b6-8a37-4a50d137ac17;mod=0;returning-chatter=0;room-id=597184343;subscriber=0;tmi-sent-ts=1784431063997;turbo=0;user-id=193583185;user-type= :holysimons!holysimons@holysimons.tmi.twitch.tv PRIVMSG #meat :looks good","message_id":"d2cbd70b-8a7a-44b6-8a37-4a50d137ac17","user_id":"193583185","username":"holysimons","text":"looks good","badges":{"cdawg-cyclethon-5-badge":"1"},"emotes":{},"tmi_sent_ts":1784431063997,"stream_offset_ms":4030997}
+{"channel":"meat","raw_message":"@badge-info=subscriber/53;badges=subscriber/24;client-nonce=38809bfc-bb38-4ed7-a9d3-c4aa91e4553d;color=#FF0000;display-name=HardNormalMatty;emotes=;first-msg=0;flags=;id=806740fc-ab62-408d-8fb1-0220070a418f;mod=0;returning-chatter=0;room-id=597184343;subscriber=1;tmi-sent-ts=1784431069503;turbo=0;user-id=591649469;user-type= :hardnormalmatty!hardnormalmatty@hardnormalmatty.tmi.twitch.tv PRIVMSG #meat :Idk if anything could go wrong with Frankenstein!","message_id":"806740fc-ab62-408d-8fb1-0220070a418f","user_id":"591649469","username":"hardnormalmatty","text":"Idk if anything could go wrong with Frankenstein!","badges":{"subscriber":"24"},"emotes":{},"tmi_sent_ts":1784431069503,"stream_offset_ms":4036503}
+{"channel":"meat","raw_message":"@badge-info=subscriber/22;badges=subscriber/12,blossom-badge/4;client-nonce=9aece1edce924992b0261d965ecc41a5;color=#008000;display-name=MixPadge;emotes=emotesv2_b0826599262943dbaec966de9a1948ff:13-19;first-msg=0;flags=;id=c74d55a9-66db-4b11-8414-b0cd406b533a;mod=0;returning-chatter=0;room-id=597184343;subscriber=1;tmi-sent-ts=1784431072172;turbo=0;user-id=610910397;user-type= :mixpadge!mixpadge@mixpadge.tmi.twitch.tv PRIVMSG #meat :sounds tasty meatsAA","message_id":"c74d55a9-66db-4b11-8414-b0cd406b533a","user_id":"610910397","username":"mixpadge","text":"sounds tasty meatsAA","badges":{"subscriber":"12","blossom-badge":"4"},"emotes":{"emotesv2_b0826599262943dbaec966de9a1948ff":["13-19"]},"tmi_sent_ts":1784431072172,"stream_offset_ms":4039172}
diff --git a/data/moonryde__20260719T031753602414.jsonl b/data/moonryde__20260719T031753602414.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5abb22b28c5ce5c132cf5a0f29c3d7756ab5c419
--- /dev/null
+++ b/data/moonryde__20260719T031753602414.jsonl
@@ -0,0 +1 @@
+{"channel":"moonryde","raw_message":"@badge-info=;badges=destiny-2-final-shape-raid-race/1;client-nonce=59ecd95f54b148d3ba91b1cde3a3e677;color=#000000;display-name=steps95;emotes=;flags=;id=56ff684b-773c-45a2-8fb5-1d09db910e08;mod=0;room-id=48192899;source-badge-info=subscriber/57;source-badges=moderator/1,subscriber/0,bits/100;source-id=f023d61a-708b-47c8-90dc-f387986af8e2;source-only=0;source-room-id=63072834;subscriber=0;tmi-sent-ts=1784431072453;turbo=0;user-id=93719649;user-type= :steps95!steps95@steps95.tmi.twitch.tv PRIVMSG #moonryde :nel casoo li vedete salire","message_id":"56ff684b-773c-45a2-8fb5-1d09db910e08","user_id":"93719649","username":"steps95","text":"nel casoo li vedete salire","badges":{"destiny-2-final-shape-raid-race":"1"},"emotes":{},"tmi_sent_ts":1784431072453,"stream_offset_ms":22585453}
diff --git a/data/nicob__20260719T031753599913.jsonl b/data/nicob__20260719T031753599913.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7dfbca0f516ee866a222fad8e84a6fe17650bd01
--- /dev/null
+++ b/data/nicob__20260719T031753599913.jsonl
@@ -0,0 +1,4 @@
+{"channel":"nicob","raw_message":"@badge-info=;badges=bits/5000;client-nonce=c63ac7f9-6b1f-42a3-b310-a471aa711cdb;color=#0000FF;display-name=Supervegito007;emotes=;first-msg=0;flags=;id=2d366f37-077d-43ec-bfd2-c404c3ef5426;mod=0;reply-parent-display-name=mmuffinman;reply-parent-msg-body=@Supervegito007\\sEveryone\\shas\\shair,\\sit\\scomes\\sfree\\swith\\syour\\sbirth;reply-parent-msg-id=74abe3cf-186a-4071-a8b0-e6da80207d3f;reply-parent-user-id=44488746;reply-parent-user-login=mmuffinman;reply-thread-parent-display-name=Supervegito007;reply-thread-parent-msg-id=bb68251c-d416-4fd9-b441-64239eb70655;reply-thread-parent-user-id=76012432;reply-thread-parent-user-login=supervegito007;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431067051;turbo=0;user-id=76012432;user-type= :supervegito007!supervegito007@supervegito007.tmi.twitch.tv PRIVMSG #nicob :@mmuffinman I have the oldest birth known to man","message_id":"2d366f37-077d-43ec-bfd2-c404c3ef5426","user_id":"76012432","username":"supervegito007","text":"@mmuffinman I have the oldest birth known to man","badges":{"bits":"5000"},"emotes":{},"tmi_sent_ts":1784431067051,"stream_offset_ms":13156051}
+{"channel":"nicob","raw_message":"@badge-info=subscriber/55;badges=subscriber/54,bits/1000;client-nonce=d7c6a4847132453787fbb43a6370938d;color=#FF0000;display-name=fabrinski;emotes=;first-msg=0;flags=;id=8617bbf8-ebca-4054-8a94-add327b9ac79;mod=0;returning-chatter=0;room-id=35084407;subscriber=1;tmi-sent-ts=1784431067223;turbo=0;user-id=151098213;user-type= :fabrinski!fabrinski@fabrinski.tmi.twitch.tv PRIVMSG #nicob :no comment","message_id":"8617bbf8-ebca-4054-8a94-add327b9ac79","user_id":"151098213","username":"fabrinski","text":"no comment","badges":{"subscriber":"54","bits":"1000"},"emotes":{},"tmi_sent_ts":1784431067223,"stream_offset_ms":13156223}
+{"channel":"nicob","raw_message":"@badge-info=;badges=;client-nonce=78e8f6290fcc48f08e476830db827680;color=;display-name=Xenonite_H;emotes=;first-msg=0;flags=;id=d78309fe-4aea-47a0-8cc0-cd2b0794e73f;mod=0;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431069026;turbo=0;user-id=1459969818;user-type= :xenonite_h!xenonite_h@xenonite_h.tmi.twitch.tv PRIVMSG #nicob :It's badder than bad","message_id":"d78309fe-4aea-47a0-8cc0-cd2b0794e73f","user_id":"1459969818","username":"xenonite_h","text":"It's badder than bad","badges":{},"emotes":{},"tmi_sent_ts":1784431069026,"stream_offset_ms":13158026}
+{"channel":"nicob","raw_message":"@badge-info=;badges=bits/1000;client-nonce=2b6102dbad304b61b06031cb876d4c8c;color=#0000FF;display-name=atomicmage04;emotes=;first-msg=0;flags=;id=149e71fb-bf91-4d90-a27d-2c30b90d44e4;mod=0;returning-chatter=0;room-id=35084407;subscriber=0;tmi-sent-ts=1784431070108;turbo=0;user-id=818905385;user-type= :atomicmage04!atomicmage04@atomicmage04.tmi.twitch.tv PRIVMSG #nicob :we won't elaborate","message_id":"149e71fb-bf91-4d90-a27d-2c30b90d44e4","user_id":"818905385","username":"atomicmage04","text":"we won't elaborate","badges":{"bits":"1000"},"emotes":{},"tmi_sent_ts":1784431070108,"stream_offset_ms":13159108}
diff --git a/data/notbilzo__20260719T031753598203.jsonl b/data/notbilzo__20260719T031753598203.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c040f9408de3ff608f435671f92e63bd9b0093af
--- /dev/null
+++ b/data/notbilzo__20260719T031753598203.jsonl
@@ -0,0 +1,8 @@
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=streamer-awards-tux/1;client-nonce=B64AE79B-8430-4473-958C-F8C27CCD8BA2;color=#1E90FF;display-name=elliemcdonagh1;emotes=;first-msg=0;flags=;id=7976f061-f911-4fd5-bdba-45489c0445ed;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431065335;turbo=0;user-id=1012639667;user-type= :elliemcdonagh1!elliemcdonagh1@elliemcdonagh1.tmi.twitch.tv PRIVMSG #notbilzo :nah take over the supd office","message_id":"7976f061-f911-4fd5-bdba-45489c0445ed","user_id":"1012639667","username":"elliemcdonagh1","text":"nah take over the supd office","badges":{"streamer-awards-tux":"1"},"emotes":{},"tmi_sent_ts":1784431065335,"stream_offset_ms":6738335}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=turbo/1;client-nonce=6041f02771da4a28abd4effd075446ce;color=;display-name=mindofaafrican;emotes=;first-msg=0;flags=;id=f490fc5d-ca39-4a8a-b5ec-b09bd2488ec4;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431067604;turbo=1;user-id=852989770;user-type= :mindofaafrican!mindofaafrican@mindofaafrican.tmi.twitch.tv PRIVMSG #notbilzo :bilzooooooooooo","message_id":"f490fc5d-ca39-4a8a-b5ec-b09bd2488ec4","user_id":"852989770","username":"mindofaafrican","text":"bilzooooooooooo","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431067604,"stream_offset_ms":6740604}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=54AD327C-9B0B-4E7A-8BA4-E95B003D3D2F;color=;display-name=quietfir208;emotes=;first-msg=0;flags=;id=99016aa3-4c06-41d8-8d10-7682583012c0;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431067689;turbo=0;user-id=958132388;user-type= :quietfir208!quietfir208@quietfir208.tmi.twitch.tv PRIVMSG #notbilzo :You getting big biz","message_id":"99016aa3-4c06-41d8-8d10-7682583012c0","user_id":"958132388","username":"quietfir208","text":"You getting big biz","badges":{},"emotes":{},"tmi_sent_ts":1784431067689,"stream_offset_ms":6740689}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=9CE573A2-3B85-443F-8EDB-2191B9C5C549;color=;display-name=fafa_fries;emotes=;first-msg=0;flags=;id=7ec1ab31-e6bf-4099-8db8-8a7962494984;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431068279;turbo=0;user-id=1520547686;user-type= :fafa_fries!fafa_fries@fafa_fries.tmi.twitch.tv PRIVMSG #notbilzo :take the supd car","message_id":"7ec1ab31-e6bf-4099-8db8-8a7962494984","user_id":"1520547686","username":"fafa_fries","text":"take the supd car","badges":{},"emotes":{},"tmi_sent_ts":1784431068279,"stream_offset_ms":6741279}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=03034B9B-70F9-4C8A-A7AD-A4E947AA56F3;color=;display-name=the0nly_nayofficial;emotes=;first-msg=0;flags=;id=3d9cdfd8-ee29-4f6b-8467-2bd6d535e9aa;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431070035;turbo=0;user-id=986544665;user-type= :the0nly_nayofficial!the0nly_nayofficial@the0nly_nayofficial.tmi.twitch.tv PRIVMSG #notbilzo :bored as hell","message_id":"3d9cdfd8-ee29-4f6b-8467-2bd6d535e9aa","user_id":"986544665","username":"the0nly_nayofficial","text":"bored as hell","badges":{},"emotes":{},"tmi_sent_ts":1784431070035,"stream_offset_ms":6743035}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=D5E75D73-D84E-4F51-BDB8-5708F765CFB5;color=;display-name=c5izzleeee;emotes=;first-msg=0;flags=;id=7b5efe0e-4ec1-482e-a5a8-e87d86d30e4a;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431071965;turbo=0;user-id=1521422344;user-type= :c5izzleeee!c5izzleeee@c5izzleeee.tmi.twitch.tv PRIVMSG #notbilzo :GET GUNS FROM OFFICEE","message_id":"7b5efe0e-4ec1-482e-a5a8-e87d86d30e4a","user_id":"1521422344","username":"c5izzleeee","text":"GET GUNS FROM OFFICEE","badges":{},"emotes":{},"tmi_sent_ts":1784431071965,"stream_offset_ms":6744965}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=vip/1;client-nonce=d2670b7306534e4c89a3a18a2adf2c30;color=#008000;display-name=MySwagTooLegit;emotes=;first-msg=0;flags=;id=2816c28e-b013-4118-bdfe-a2509acda0ae;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431072136;turbo=0;user-id=661766519;user-type=;vip=1 :myswagtoolegit!myswagtoolegit@myswagtoolegit.tmi.twitch.tv PRIVMSG #notbilzo :yoo glitchhh","message_id":"2816c28e-b013-4118-bdfe-a2509acda0ae","user_id":"661766519","username":"myswagtoolegit","text":"yoo glitchhh","badges":{"vip":"1"},"emotes":{},"tmi_sent_ts":1784431072136,"stream_offset_ms":6745136}
+{"channel":"notbilzo","raw_message":"@badge-info=;badges=;client-nonce=CC768B33-7C0A-4E79-92AE-3D7A354A87DE;color=;display-name=screamhenrie;emotes=;first-msg=1;flags=0-6:A.3/P.3;id=fab8c2da-fd60-4fa2-aaca-543e795e1eed;mod=0;returning-chatter=0;room-id=806526394;subscriber=0;tmi-sent-ts=1784431072178;turbo=0;user-id=1100109080;user-type= :screamhenrie!screamhenrie@screamhenrie.tmi.twitch.tv PRIVMSG #notbilzo :dumbass there are lot of u21 in the bus y’all are just scared","message_id":"fab8c2da-fd60-4fa2-aaca-543e795e1eed","user_id":"1100109080","username":"screamhenrie","text":"dumbass there are lot of u21 in the bus y’all are just scared","badges":{},"emotes":{},"tmi_sent_ts":1784431072178,"stream_offset_ms":6745178}
diff --git a/data/odinzadayt__20260719T031753601695.jsonl b/data/odinzadayt__20260719T031753601695.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..96950bcf61e87d6a6e101490b9e127bee4791c5c
--- /dev/null
+++ b/data/odinzadayt__20260719T031753601695.jsonl
@@ -0,0 +1 @@
+{"channel":"odinzadayt","raw_message":"@badge-info=subscriber/9;badges=subscriber/9,twitch-recap-2025/1;client-nonce=063327f8f5a34aad84174064e68a7a79;color=#919191;display-name=GLucca97;emotes=;first-msg=0;flags=;id=057c3167-5c03-4fc4-b457-89b263cce865;mod=0;returning-chatter=0;room-id=1354148184;subscriber=1;tmi-sent-ts=1784431068847;turbo=0;user-id=768676069;user-type= :glucca97!glucca97@glucca97.tmi.twitch.tv PRIVMSG #odinzadayt :esse evento de constelação se vc n tiver o boneco F","message_id":"057c3167-5c03-4fc4-b457-89b263cce865","user_id":"768676069","username":"glucca97","text":"esse evento de constelação se vc n tiver o boneco F","badges":{"subscriber":"9","twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431068847,"stream_offset_ms":42189847}
diff --git a/data/ohkatiemarie__20260719T031753595627.jsonl b/data/ohkatiemarie__20260719T031753595627.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cde136eb64e5aef44a1ff7105c6a0c7d581a4eee
--- /dev/null
+++ b/data/ohkatiemarie__20260719T031753595627.jsonl
@@ -0,0 +1 @@
+{"channel":"ohkatiemarie","raw_message":"@badge-info=;badges=premium/1;client-nonce=1b932bda2ebb4053be43ec8b4e010224;color=#1E90FF;display-name=paxaurelian;emotes=;first-msg=0;flags=;id=17fced42-e454-47df-b528-1b64748eedd1;mod=0;returning-chatter=0;room-id=443042349;subscriber=0;tmi-sent-ts=1784431064115;turbo=0;user-id=108938529;user-type= :paxaurelian!paxaurelian@paxaurelian.tmi.twitch.tv PRIVMSG #ohkatiemarie :actor that was big in the 90s/2000s","message_id":"17fced42-e454-47df-b528-1b64748eedd1","user_id":"108938529","username":"paxaurelian","text":"actor that was big in the 90s/2000s","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431064115,"stream_offset_ms":20860115}
diff --git a/data/onepumpwillie__20260719T031753602550.jsonl b/data/onepumpwillie__20260719T031753602550.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0ae3e6b1149f91e8c3c2087e78f895dddfae1340
--- /dev/null
+++ b/data/onepumpwillie__20260719T031753602550.jsonl
@@ -0,0 +1,2 @@
+{"channel":"onepumpwillie","raw_message":"@badge-info=subscriber/68;badges=broadcaster/1,subscriber/3018,clips-leader/1;color=#8A2BE2;display-name=OnePumpWillie;emotes=;first-msg=0;flags=;id=66579bd1-2fbb-4d7c-890e-de418f750235;mod=0;returning-chatter=0;room-id=264084087;subscriber=1;tmi-sent-ts=1784431073105;turbo=0;user-id=264084087;user-type= :onepumpwillie!onepumpwillie@onepumpwillie.tmi.twitch.tv PRIVMSG #onepumpwillie :!restart","message_id":"66579bd1-2fbb-4d7c-890e-de418f750235","user_id":"264084087","username":"onepumpwillie","text":"!restart","badges":{"broadcaster":"1","subscriber":"3018","clips-leader":"1"},"emotes":{},"tmi_sent_ts":1784431073105,"stream_offset_ms":20008105}
+{"channel":"onepumpwillie","raw_message":"@badge-info=subscriber/68;badges=broadcaster/1,subscriber/3018,clips-leader/1;color=#8A2BE2;display-name=OnePumpWillie;emotes=;first-msg=0;flags=;id=600075b6-9b30-4281-bb4b-9f758b909182;mod=0;returning-chatter=0;room-id=264084087;subscriber=1;tmi-sent-ts=1784431073180;turbo=0;user-id=264084087;user-type= :onepumpwillie!onepumpwillie@onepumpwillie.tmi.twitch.tv PRIVMSG #onepumpwillie :!continue","message_id":"600075b6-9b30-4281-bb4b-9f758b909182","user_id":"264084087","username":"onepumpwillie","text":"!continue","badges":{"broadcaster":"1","subscriber":"3018","clips-leader":"1"},"emotes":{},"tmi_sent_ts":1784431073180,"stream_offset_ms":20008180}
diff --git a/data/perra__20260719T031753600989.jsonl b/data/perra__20260719T031753600989.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eb839f17effcec42a4bc41ef87b1e895f3fa211b
--- /dev/null
+++ b/data/perra__20260719T031753600989.jsonl
@@ -0,0 +1,4 @@
+{"channel":"perra","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,blossom-badge/4;client-nonce=8F3A04D7-BCF0-45D6-A070-1186D0F66D2A;color=#FF69B4;display-name=PixelI42;emotes=;first-msg=0;flags=;id=7b4a0585-4ca9-480f-9b8c-4422967ff8ef;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431067612;turbo=0;user-id=1450457924;user-type= :pixeli42!pixeli42@pixeli42.tmi.twitch.tv PRIVMSG #perra :HATAR ERM","message_id":"7b4a0585-4ca9-480f-9b8c-4422967ff8ef","user_id":"1450457924","username":"pixeli42","text":"HATAR ERM","badges":{"subscriber":"2","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431067612,"stream_offset_ms":153565612}
+{"channel":"perra","raw_message":"@badge-info=subscriber/12;badges=subscriber/12,campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub/1;color=#DBAFC5;custom-reward-id=ab13779c-690d-4339-94d3-492ac1b67391;display-name=sweMax;emotes=;first-msg=0;flags=;id=7d402ff2-9959-4b88-965d-8b140b0d84d7;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431068026;turbo=0;user-id=132122000;user-type= :swemax!swemax@swemax.tmi.twitch.tv PRIVMSG #perra :itzmebexx","message_id":"7d402ff2-9959-4b88-965d-8b140b0d84d7","user_id":"132122000","username":"swemax","text":"itzmebexx","badges":{"subscriber":"12","campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub":"1"},"emotes":{},"tmi_sent_ts":1784431068026,"stream_offset_ms":153566026}
+{"channel":"perra","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,blossom-badge/4;client-nonce=CBA8410D-6BEC-4C36-843C-3683BBC2A610;color=#FF69B4;display-name=PixelI42;emotes=;first-msg=0;flags=;id=ca1fda67-0bcd-4525-8f86-1f9c5259f37d;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431068632;turbo=0;user-id=1450457924;user-type= :pixeli42!pixeli42@pixeli42.tmi.twitch.tv PRIVMSG #perra :SLUTA","message_id":"ca1fda67-0bcd-4525-8f86-1f9c5259f37d","user_id":"1450457924","username":"pixeli42","text":"SLUTA","badges":{"subscriber":"2","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431068632,"stream_offset_ms":153566632}
+{"channel":"perra","raw_message":"@badge-info=subscriber/12;badges=subscriber/12,campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub/1;client-nonce=8c36a9b736e347c38ee8ae41351a3ed2;color=#DBAFC5;display-name=sweMax;emotes=;first-msg=0;flags=;id=d07baa75-88d0-42f0-84db-fc7fee500a61;mod=0;returning-chatter=0;room-id=729639945;subscriber=1;tmi-sent-ts=1784431070630;turbo=0;user-id=132122000;user-type= :swemax!swemax@swemax.tmi.twitch.tv PRIVMSG #perra :Erm ͏","message_id":"d07baa75-88d0-42f0-84db-fc7fee500a61","user_id":"132122000","username":"swemax","text":"Erm ͏","badges":{"subscriber":"12","campaign-729639945-7c1199b8-85d8-4ebf-b186-5a2fc7091eb8-sub":"1"},"emotes":{},"tmi_sent_ts":1784431070630,"stream_offset_ms":153568630}
diff --git a/data/qttsix__20260719T031753601255.jsonl b/data/qttsix__20260719T031753601255.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fe02edbd420c6c9aa94ed85743190bcd462bf5d3
--- /dev/null
+++ b/data/qttsix__20260719T031753601255.jsonl
@@ -0,0 +1 @@
+{"channel":"qttsix","raw_message":"@badge-info=;badges=ewc-2026-silver/1;client-nonce=83bf41a83f7e4ed9845e3b36f3221086;color=;display-name=頹奇;emotes=;first-msg=0;flags=;id=336a7f9a-ac70-47e3-8bfa-27ed67445cd0;mod=0;returning-chatter=0;room-id=16677765;subscriber=0;tmi-sent-ts=1784431067788;turbo=0;user-id=44701420;user-type= :tuiqi_55s2!tuiqi_55s2@tuiqi_55s2.tmi.twitch.tv PRIVMSG #qttsix :新賽季機制的火珍的噴很少 到U8也是","message_id":"336a7f9a-ac70-47e3-8bfa-27ed67445cd0","user_id":"44701420","username":"tuiqi_55s2","text":"新賽季機制的火珍的噴很少 到U8也是","badges":{"ewc-2026-silver":"1"},"emotes":{},"tmi_sent_ts":1784431067788,"stream_offset_ms":2128788}
diff --git a/data/quan__20260719T031753600911.jsonl b/data/quan__20260719T031753600911.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0149cea86b4ede5119264498b2326a7b8bde653b
--- /dev/null
+++ b/data/quan__20260719T031753600911.jsonl
@@ -0,0 +1,2 @@
+{"channel":"quan","raw_message":"@badge-info=;badges=;client-nonce=8503DC6A-3D22-4786-8FA4-2D9EF423573F;color=;display-name=Nani12H_;emotes=;first-msg=0;flags=;id=836e4478-70d2-4257-9243-47366096b8b5;mod=0;returning-chatter=0;room-id=105821231;subscriber=0;tmi-sent-ts=1784431067377;turbo=0;user-id=747706210;user-type= :nani12h_!nani12h_@nani12h_.tmi.twitch.tv PRIVMSG #quan :fr","message_id":"836e4478-70d2-4257-9243-47366096b8b5","user_id":"747706210","username":"nani12h_","text":"fr","badges":{},"emotes":{},"tmi_sent_ts":1784431067377,"stream_offset_ms":28613377}
+{"channel":"quan","raw_message":"@badge-info=;badges=turbo/1;client-nonce=74f3d917-20e3-413e-b78b-048dbdaf905e;color=;display-name=traviso100;emotes=;first-msg=0;flags=;id=2c3d622d-d3ee-498c-acd7-d43aa7309f12;mod=0;returning-chatter=0;room-id=105821231;subscriber=0;tmi-sent-ts=1784431069947;turbo=1;user-id=1514085153;user-type= :traviso100!traviso100@traviso100.tmi.twitch.tv PRIVMSG #quan :He got paid to live in quan house","message_id":"2c3d622d-d3ee-498c-acd7-d43aa7309f12","user_id":"1514085153","username":"traviso100","text":"He got paid to live in quan house","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431069947,"stream_offset_ms":28615947}
diff --git a/data/ramez05__20260719T031753602615.jsonl b/data/ramez05__20260719T031753602615.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b909b21ebe75c3f198a3dff24bec3899722c6fd8
--- /dev/null
+++ b/data/ramez05__20260719T031753602615.jsonl
@@ -0,0 +1 @@
+{"channel":"ramez05","raw_message":"@badge-info=subscriber/19;badges=moderator/1,subscriber/12,mint/1;client-nonce=b8d7ed4f351a4d7ab6d9201faf2ace9a;color=#000000;display-name=Soulpuppet;emotes=;first-msg=0;flags=;id=0ce5d184-f6d9-4529-ae20-9bbab8bde99d;mod=1;returning-chatter=0;room-id=42320398;subscriber=1;tmi-sent-ts=1784431073204;turbo=0;user-id=37561231;user-type=mod :soulpuppet!soulpuppet@soulpuppet.tmi.twitch.tv PRIVMSG #ramez05 :https://youtube.com/shorts/lBeJ9IrAKnw?si=MFG4XADNBC1z7DN4","message_id":"0ce5d184-f6d9-4529-ae20-9bbab8bde99d","user_id":"37561231","username":"soulpuppet","text":"https://youtube.com/shorts/lBeJ9IrAKnw?si=MFG4XADNBC1z7DN4","badges":{"moderator":"1","subscriber":"12","mint":"1"},"emotes":{},"tmi_sent_ts":1784431073204,"stream_offset_ms":23755204}
diff --git a/data/s0mcs__20260719T031753596984.jsonl b/data/s0mcs__20260719T031753596984.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b10500b3e7ffdacfd3ba784cbff11cae6900fa53
--- /dev/null
+++ b/data/s0mcs__20260719T031753596984.jsonl
@@ -0,0 +1,18 @@
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diff --git a/data/seucreysonreborn__20260719T031753596250.jsonl b/data/seucreysonreborn__20260719T031753596250.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5e7e595e0a2ece34a14dabdf63b30823e23ac517
--- /dev/null
+++ b/data/seucreysonreborn__20260719T031753596250.jsonl
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diff --git a/data/shaker__20260719T031753596356.jsonl b/data/shaker__20260719T031753596356.jsonl
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+++ b/data/shaker__20260719T031753596356.jsonl
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+{"channel":"shaker","raw_message":"@badge-info=;badges=fright-fest-2025/1;client-nonce=7e368ea0364b40cb9812386f9e78d9ae;color=#FFFFFF;display-name=ichi__47;emotes=;flags=;id=01c3a6f5-2980-4680-9d08-136f0331398b;mod=0;room-id=192234076;source-badge-info=subscriber/7;source-badges=moderator/1,subscriber/6,fright-fest-2025/1;source-id=c33df384-a380-468c-bb3e-335fa4db4d88;source-only=0;source-room-id=139591054;subscriber=0;tmi-sent-ts=1784431070374;turbo=0;user-id=79853269;user-type= :ichi__47!ichi__47@ichi__47.tmi.twitch.tv PRIVMSG #shaker :regenschirm is krank","message_id":"01c3a6f5-2980-4680-9d08-136f0331398b","user_id":"79853269","username":"ichi__47","text":"regenschirm is krank","badges":{"fright-fest-2025":"1"},"emotes":{},"tmi_sent_ts":1784431070374,"stream_offset_ms":39941374}
diff --git a/data/shvfty__20260719T031753596065.jsonl b/data/shvfty__20260719T031753596065.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8df96ee0410eb897692ef616fc3294b6ef7138f0
--- /dev/null
+++ b/data/shvfty__20260719T031753596065.jsonl
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+{"channel":"shvfty","raw_message":"@badge-info=;badges=;client-nonce=FBB45A3B-FC9B-4952-BCF2-327C8ED26D91;color=#9ACD32;display-name=itsglitterxoxo;emotes=;first-msg=0;flags=;id=b7d6cc1d-88ea-4b7d-9b58-a9ae6d1c1844;mod=0;returning-chatter=0;room-id=529705123;subscriber=0;tmi-sent-ts=1784431067639;turbo=0;user-id=1473794878;user-type= :itsglitterxoxo!itsglitterxoxo@itsglitterxoxo.tmi.twitch.tv PRIVMSG #shvfty__ :ayy yoshi","message_id":"b7d6cc1d-88ea-4b7d-9b58-a9ae6d1c1844","user_id":"1473794878","username":"itsglitterxoxo","text":"ayy yoshi","badges":{},"emotes":{},"tmi_sent_ts":1784431067639,"stream_offset_ms":5983639}
+{"channel":"shvfty","raw_message":"@badge-info=;badges=;client-nonce=2BBD8212-580E-4680-99DD-53AA0F78D8DE;color=;display-name=danny_b24;emotes=;first-msg=0;flags=;id=54fe6b31-0ed2-419e-9e22-7b2e8feb1dea;mod=0;returning-chatter=0;room-id=529705123;subscriber=0;tmi-sent-ts=1784431069518;turbo=0;user-id=724094614;user-type= :danny_b24!danny_b24@danny_b24.tmi.twitch.tv PRIVMSG #shvfty__ :you fired Jay finally","message_id":"54fe6b31-0ed2-419e-9e22-7b2e8feb1dea","user_id":"724094614","username":"danny_b24","text":"you fired Jay finally","badges":{},"emotes":{},"tmi_sent_ts":1784431069518,"stream_offset_ms":5985518}
+{"channel":"shvfty","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=;first-msg=0;flags=;id=f768829d-dbf5-4970-984d-c22189b36ed2;mod=1;returning-chatter=0;room-id=529705123;subscriber=0;tmi-sent-ts=1784431072586;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #shvfty__ :xlgeditz just became a real one!","message_id":"f768829d-dbf5-4970-984d-c22189b36ed2","user_id":"100135110","username":"streamelements","text":"xlgeditz just became a real one!","badges":{"moderator":"1","bot-badge":"1"},"emotes":{},"tmi_sent_ts":1784431072586,"stream_offset_ms":5988586}
diff --git a/data/srtumbao__20260719T031753595374.jsonl b/data/srtumbao__20260719T031753595374.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2a2bda1aed19392919b014ef5c669da6eafbb3e4
--- /dev/null
+++ b/data/srtumbao__20260719T031753595374.jsonl
@@ -0,0 +1,11 @@
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=4703893e-88c1-47b9-97db-38a2b1fa7399;color=#FF0000;display-name=nalgasdetumbao;emotes=;first-msg=0;flags=;id=be8acb07-2f88-4a79-88e8-57a70c3b7987;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431064092;turbo=0;user-id=1350337909;user-type= :nalgasdetumbao!nalgasdetumbao@nalgasdetumbao.tmi.twitch.tv PRIVMSG #srtumbao :que","message_id":"be8acb07-2f88-4a79-88e8-57a70c3b7987","user_id":"1350337909","username":"nalgasdetumbao","text":"que","badges":{"twitch-recap-2025":"1"},"emotes":{},"tmi_sent_ts":1784431064092,"stream_offset_ms":6164092}
+{"channel":"srtumbao","raw_message":"@badge-info=;badges=twitch-recap-2025/1;client-nonce=5f73a253-a28e-49d8-930f-fc1a2c85cc92;color=#FF7F50;display-name=brichapol90;emote-only=1;emotes=emotesv2_f04fa173fd6f420c8572d33c76b5f9da:0-9;first-msg=0;flags=;id=ecb557ee-cf23-4584-abbd-76cbc48e333e;mod=0;returning-chatter=0;room-id=683796500;subscriber=0;tmi-sent-ts=1784431065056;turbo=0;user-id=947978011;user-type= :brichapol90!brichapol90@brichapol90.tmi.twitch.tv PRIVMSG #srtumbao :SNHalfmoon","message_id":"ecb557ee-cf23-4584-abbd-76cbc48e333e","user_id":"947978011","username":"brichapol90","text":"SNHalfmoon","badges":{"twitch-recap-2025":"1"},"emotes":{"emotesv2_f04fa173fd6f420c8572d33c76b5f9da":["0-9"]},"tmi_sent_ts":1784431065056,"stream_offset_ms":6165056}
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+{"channel":"srtumbao","raw_message":"@badge-info=subscriber/2;badges=subscriber/2,football-fest-2026/1;client-nonce=2cd11265-dfa5-4248-b2cc-a469b407023f;color=#FF69B4;display-name=bucaro0202;emotes=;first-msg=0;flags=;id=d6721065-5936-47e9-bf46-744096e0a764;mod=0;returning-chatter=0;room-id=683796500;subscriber=1;tmi-sent-ts=1784431072162;turbo=0;user-id=844163372;user-type= :bucaro0202!bucaro0202@bucaro0202.tmi.twitch.tv PRIVMSG #srtumbao :XDDDDD","message_id":"d6721065-5936-47e9-bf46-744096e0a764","user_id":"844163372","username":"bucaro0202","text":"XDDDDD","badges":{"subscriber":"2","football-fest-2026":"1"},"emotes":{},"tmi_sent_ts":1784431072162,"stream_offset_ms":6172162}
diff --git a/data/suburbbaby__20260719T031753596792.jsonl b/data/suburbbaby__20260719T031753596792.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3579aa2d57c88d2f056712cbc605b1e93f005bf3
--- /dev/null
+++ b/data/suburbbaby__20260719T031753596792.jsonl
@@ -0,0 +1,31 @@
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=277a2094-e83c-4e48-8384-d602f30d652a;color=#FF0000;display-name=kkevp1;emotes=;first-msg=0;flags=;id=1d816e15-704e-4e08-b32a-f1ae48505525;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431064473;turbo=0;user-id=568318071;user-type= :kkevp1!kkevp1@kkevp1.tmi.twitch.tv PRIVMSG #suburbbaby :Chat spam rakai kissingnhis girl","message_id":"1d816e15-704e-4e08-b32a-f1ae48505525","user_id":"568318071","username":"kkevp1","text":"Chat spam rakai kissingnhis girl","badges":{},"emotes":{},"tmi_sent_ts":1784431064473,"stream_offset_ms":13637473}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=0A995B0E-272D-458E-AAE2-90E9361DBE2C;color=;display-name=Shizuki67;emotes=;first-msg=0;flags=;id=40f67abf-3487-4c41-aeae-8cf924412bec;mod=0;reply-parent-display-name=kingjesse900____;reply-parent-msg-body=WHO\\sKID\\sNAPPED\\sKAI???;reply-parent-msg-id=612b4ff8-67a7-4c9e-a22a-36183a0d93aa;reply-parent-user-id=1239209736;reply-parent-user-login=kingjesse900____;reply-thread-parent-display-name=kingjesse900____;reply-thread-parent-msg-id=612b4ff8-67a7-4c9e-a22a-36183a0d93aa;reply-thread-parent-user-id=1239209736;reply-thread-parent-user-login=kingjesse900____;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431064843;turbo=0;user-id=921688870;user-type= :shizuki67!shizuki67@shizuki67.tmi.twitch.tv PRIVMSG #suburbbaby :@kingjesse900____ Fanum","message_id":"40f67abf-3487-4c41-aeae-8cf924412bec","user_id":"921688870","username":"shizuki67","text":"@kingjesse900____ Fanum","badges":{},"emotes":{},"tmi_sent_ts":1784431064843,"stream_offset_ms":13637843}
+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=278E549B-041F-49BB-96E2-21C68ACB4450;color=;display-name=samz01k;emotes=;first-msg=0;flags=;id=a820f73f-bac1-4c81-8f4a-6d5600e350c4;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431065790;turbo=0;user-id=1310762052;user-type= :samz01k!samz01k@samz01k.tmi.twitch.tv PRIVMSG #suburbbaby :w chris man","message_id":"a820f73f-bac1-4c81-8f4a-6d5600e350c4","user_id":"1310762052","username":"samz01k","text":"w chris man","badges":{},"emotes":{},"tmi_sent_ts":1784431065790,"stream_offset_ms":13638790}
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+{"channel":"suburbbaby","raw_message":"@badge-info=;badges=;client-nonce=B9089A23-832C-4D24-914E-4D117A0A21F7;color=;display-name=davidsleep11;emotes=;first-msg=0;flags=;id=a308e5c2-d2ed-498a-8a7a-063d82af89dc;mod=0;returning-chatter=0;room-id=679116841;subscriber=0;tmi-sent-ts=1784431072834;turbo=0;user-id=1102730398;user-type= :davidsleep11!davidsleep11@davidsleep11.tmi.twitch.tv PRIVMSG #suburbbaby :MVP","message_id":"a308e5c2-d2ed-498a-8a7a-063d82af89dc","user_id":"1102730398","username":"davidsleep11","text":"MVP","badges":{},"emotes":{},"tmi_sent_ts":1784431072834,"stream_offset_ms":13645834}
diff --git a/data/sylvee__20260719T031753601554.jsonl b/data/sylvee__20260719T031753601554.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..96af7adaa2452b3b97ca48baad744c03c0030f73
--- /dev/null
+++ b/data/sylvee__20260719T031753601554.jsonl
@@ -0,0 +1 @@
+{"channel":"sylvee","raw_message":"@badge-info=;badges=moderator/1,mint/1;client-nonce=BE059927-8AE1-4926-BA21-EED83D538DD2;color=#00FF7F;display-name=xKevin05x;emote-only=1;emotes=emotesv2_13127c7fc2794765af226838f37b7c9b:0-15;first-msg=0;flags=;id=ba6ed406-75dd-4a0d-bdce-f438a8452e4e;mod=1;returning-chatter=0;room-id=175383693;subscriber=0;tmi-sent-ts=1784431068589;turbo=0;user-id=513534751;user-type=mod :xkevin05x!xkevin05x@xkevin05x.tmi.twitch.tv PRIVMSG #sylvee :xkevin13PikaClap","message_id":"ba6ed406-75dd-4a0d-bdce-f438a8452e4e","user_id":"513534751","username":"xkevin05x","text":"xkevin13PikaClap","badges":{"moderator":"1","mint":"1"},"emotes":{"emotesv2_13127c7fc2794765af226838f37b7c9b":["0-15"]},"tmi_sent_ts":1784431068589,"stream_offset_ms":5954589}
diff --git a/data/tatumbittick__20260719T031753599185.jsonl b/data/tatumbittick__20260719T031753599185.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8a2b2160e14777208eb6c554919a189b1461f801
--- /dev/null
+++ b/data/tatumbittick__20260719T031753599185.jsonl
@@ -0,0 +1,19 @@
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=5A16312D-1A5F-4C06-83AD-D09201F8E26A;color=#00FF7F;display-name=dannyphantom_389;emotes=;first-msg=0;flags=;id=bfe97a7d-ff88-4798-a8d3-04fcaa914090;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431066208;turbo=0;user-id=807087339;user-type= :dannyphantom_389!dannyphantom_389@dannyphantom_389.tmi.twitch.tv PRIVMSG #tatumbittick :rakaiiiiii","message_id":"bfe97a7d-ff88-4798-a8d3-04fcaa914090","user_id":"807087339","username":"dannyphantom_389","text":"rakaiiiiii","badges":{},"emotes":{},"tmi_sent_ts":1784431066208,"stream_offset_ms":26441208}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=premium/1;color=#00FF7F;display-name=lszae;emotes=;first-msg=0;flags=;id=f92bb636-1c97-487e-9799-58f3b6c28d34;mod=0;msg-id=highlighted-message;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431066445;turbo=0;user-id=857260046;user-type= :lszae!lszae@lszae.tmi.twitch.tv PRIVMSG #tatumbittick :rrakai asking for you call himm","message_id":"f92bb636-1c97-487e-9799-58f3b6c28d34","user_id":"857260046","username":"lszae","text":"rrakai asking for you call himm","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431066445,"stream_offset_ms":26441445}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=783706AA-0740-46F5-890F-8F98E0094095;color=;display-name=lingjames2;emotes=;first-msg=0;flags=;id=c059e007-7ff3-46ff-9ab6-497d663222b9;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431066734;turbo=0;user-id=1356566712;user-type= :lingjames2!lingjames2@lingjames2.tmi.twitch.tv PRIVMSG #tatumbittick :see Rakai","message_id":"c059e007-7ff3-46ff-9ab6-497d663222b9","user_id":"1356566712","username":"lingjames2","text":"see Rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431066734,"stream_offset_ms":26441734}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=83262d669b704d2d991fe8d2935ad032;color=;display-name=celistrium;emotes=;first-msg=1;flags=;id=708a0782-5a43-460e-948e-7bd3566aeae4;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431068117;turbo=0;user-id=1383932908;user-type= :celistrium!celistrium@celistrium.tmi.twitch.tv PRIVMSG #tatumbittick :this going to turn her into a clout demon","message_id":"708a0782-5a43-460e-948e-7bd3566aeae4","user_id":"1383932908","username":"celistrium","text":"this going to turn her into a clout demon","badges":{},"emotes":{},"tmi_sent_ts":1784431068117,"stream_offset_ms":26443117}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=B5CC2346-C512-4612-842D-E4C4896E7374;color=;display-name=bigkeen30;emotes=;first-msg=0;flags=;id=6ecb1cbf-0ba1-478a-9f73-63a72b746cbd;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431069495;turbo=0;user-id=1520670072;user-type= :bigkeen30!bigkeen30@bigkeen30.tmi.twitch.tv PRIVMSG #tatumbittick :https://www.twitch.tv/kaicenat/clip/AbstemiousFineSkunkVoteYea-hupjg8HXk4wBQAwW","message_id":"6ecb1cbf-0ba1-478a-9f73-63a72b746cbd","user_id":"1520670072","username":"bigkeen30","text":"https://www.twitch.tv/kaicenat/clip/AbstemiousFineSkunkVoteYea-hupjg8HXk4wBQAwW","badges":{},"emotes":{},"tmi_sent_ts":1784431069495,"stream_offset_ms":26444495}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=premium/1;client-nonce=483c8b9ff7c54c22a96d4740ad24c581;color=;display-name=bombastor1234;emotes=;first-msg=0;flags=;id=e9530e3f-c0b0-4d34-89bb-c9a3a76e6e4c;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431069793;turbo=0;user-id=1474537462;user-type= :bombastor1234!bombastor1234@bombastor1234.tmi.twitch.tv PRIVMSG #tatumbittick :max not doing anything no more clal him","message_id":"e9530e3f-c0b0-4d34-89bb-c9a3a76e6e4c","user_id":"1474537462","username":"bombastor1234","text":"max not doing anything no more clal him","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431069793,"stream_offset_ms":26444793}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=hotline/1;client-nonce=8C1EFA21-7A39-4D93-8B0D-2B3320DE6191;color=#0000FF;display-name=cambosavage_;emotes=;first-msg=0;flags=;id=7152e7c6-0568-465e-bbff-b05bbf26098b;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431070053;turbo=0;user-id=660523502;user-type= :cambosavage_!cambosavage_@cambosavage_.tmi.twitch.tv PRIVMSG #tatumbittick :CALL MAX WE NOT TROLLIN","message_id":"7152e7c6-0568-465e-bbff-b05bbf26098b","user_id":"660523502","username":"cambosavage_","text":"CALL MAX WE NOT TROLLIN","badges":{"hotline":"1"},"emotes":{},"tmi_sent_ts":1784431070053,"stream_offset_ms":26445053}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=4C884DCB-CC6E-4AE8-9390-DDABCDA3BC72;color=;display-name=ninjogan13;emotes=;first-msg=0;flags=;id=fea668db-8656-4a02-a9ad-542f98b60070;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431070123;turbo=0;user-id=927060601;user-type= :ninjogan13!ninjogan13@ninjogan13.tmi.twitch.tv PRIVMSG #tatumbittick :go get your man rakai","message_id":"fea668db-8656-4a02-a9ad-542f98b60070","user_id":"927060601","username":"ninjogan13","text":"go get your man rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431070123,"stream_offset_ms":26445123}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;color=;display-name=21tbird;emotes=;first-msg=0;flags=;id=1d1c3016-77f0-431e-8527-3836d914b289;mod=0;msg-id=highlighted-message;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431070173;turbo=0;user-id=798677333;user-type= :21tbird!21tbird@21tbird.tmi.twitch.tv PRIVMSG #tatumbittick :CHECK UP ON MAX","message_id":"1d1c3016-77f0-431e-8527-3836d914b289","user_id":"798677333","username":"21tbird","text":"CHECK UP ON MAX","badges":{},"emotes":{},"tmi_sent_ts":1784431070173,"stream_offset_ms":26445173}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=71a2d155-c563-4cbc-af58-d282ed64412d;color=;display-name=kimky2;emotes=;first-msg=1;flags=;id=7147bc02-9b2f-4bb8-b053-9a6b917aed5a;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431070597;turbo=0;user-id=1402670418;user-type= :kimky2!kimky2@kimky2.tmi.twitch.tv PRIVMSG #tatumbittick :Ly girl","message_id":"7147bc02-9b2f-4bb8-b053-9a6b917aed5a","user_id":"1402670418","username":"kimky2","text":"Ly girl","badges":{},"emotes":{},"tmi_sent_ts":1784431070597,"stream_offset_ms":26445597}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=039C437A-21CE-40CB-8006-8712C03B2804;color=;display-name=hockeymantyle;emotes=;first-msg=0;flags=;id=cb4b115e-0eba-4ba7-9f5a-100d6c5de472;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431070812;turbo=0;user-id=1040037537;user-type= :hockeymantyle!hockeymantyle@hockeymantyle.tmi.twitch.tv PRIVMSG #tatumbittick :GO TO RAKAI ROOM","message_id":"cb4b115e-0eba-4ba7-9f5a-100d6c5de472","user_id":"1040037537","username":"hockeymantyle","text":"GO TO RAKAI ROOM","badges":{},"emotes":{},"tmi_sent_ts":1784431070812,"stream_offset_ms":26445812}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=twitch-recap-2023/1;client-nonce=2B3DB60F-FA06-4B95-BB11-BC19806EAF39;color=#0000FF;display-name=north_la_kfc_manager;emotes=;first-msg=0;flags=;id=c1cbc297-bc1d-40bc-bfba-5f3f1b9d0238;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431070914;turbo=0;user-id=190601869;user-type= :north_la_kfc_manager!north_la_kfc_manager@north_la_kfc_manager.tmi.twitch.tv PRIVMSG #tatumbittick :go get on the bus ?","message_id":"c1cbc297-bc1d-40bc-bfba-5f3f1b9d0238","user_id":"190601869","username":"north_la_kfc_manager","text":"go get on the bus ?","badges":{"twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431070914,"stream_offset_ms":26445914}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=9F6A3649-B7C3-4A29-919E-8507CE7AE8F3;color=#00FF7F;display-name=dannyphantom_389;emotes=;first-msg=0;flags=;id=8b0201c6-7d99-4449-b659-4081462478fd;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431071181;turbo=0;user-id=807087339;user-type= :dannyphantom_389!dannyphantom_389@dannyphantom_389.tmi.twitch.tv PRIVMSG #tatumbittick :rakaiiiiiiiiiii","message_id":"8b0201c6-7d99-4449-b659-4081462478fd","user_id":"807087339","username":"dannyphantom_389","text":"rakaiiiiiiiiiii","badges":{},"emotes":{},"tmi_sent_ts":1784431071181,"stream_offset_ms":26446181}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=9d5fb38b-e4c9-4643-9601-76884535b2e4;color=;display-name=kelzsomoney;emotes=;first-msg=1;flags=;id=f266c300-54cf-418f-9588-e712cc06068b;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431071718;turbo=0;user-id=729566440;user-type= :kelzsomoney!kelzsomoney@kelzsomoney.tmi.twitch.tv PRIVMSG #tatumbittick :Its a frat party, your're able to go","message_id":"f266c300-54cf-418f-9588-e712cc06068b","user_id":"729566440","username":"kelzsomoney","text":"Its a frat party, your're able to go","badges":{},"emotes":{},"tmi_sent_ts":1784431071718,"stream_offset_ms":26446718}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=007C19B8-AB48-4DCE-AF1F-1D6662E464FE;color=;display-name=glitchgrenade1;emotes=;first-msg=0;flags=;id=5bc1728e-ee1c-46b4-adec-841217d8abb2;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431071956;turbo=0;user-id=1249727987;user-type= :glitchgrenade1!glitchgrenade1@glitchgrenade1.tmi.twitch.tv PRIVMSG #tatumbittick :rakai coming","message_id":"5bc1728e-ee1c-46b4-adec-841217d8abb2","user_id":"1249727987","username":"glitchgrenade1","text":"rakai coming","badges":{},"emotes":{},"tmi_sent_ts":1784431071956,"stream_offset_ms":26446956}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=394B8514-AF05-4555-98A9-AAAFF600F7AF;color=;display-name=dailyjos3;emotes=;first-msg=0;flags=;id=d7e55796-9f1e-4e8a-80c8-bd3eb29f206c;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431072023;turbo=0;user-id=1520747551;user-type= :dailyjos3!dailyjos3@dailyjos3.tmi.twitch.tv PRIVMSG #tatumbittick :rakai comin","message_id":"d7e55796-9f1e-4e8a-80c8-bd3eb29f206c","user_id":"1520747551","username":"dailyjos3","text":"rakai comin","badges":{},"emotes":{},"tmi_sent_ts":1784431072023,"stream_offset_ms":26447023}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=df1bdbb313464071af230f3c2c16c622;color=;display-name=Ruptvree;emotes=;first-msg=0;flags=;id=0ae74d43-bd0b-4b1c-bf40-b1ead02aaa21;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431072423;turbo=0;user-id=859207112;user-type= :ruptvree!ruptvree@ruptvree.tmi.twitch.tv PRIVMSG #tatumbittick :RAKAI IS GOING TO SAVE KAI","message_id":"0ae74d43-bd0b-4b1c-bf40-b1ead02aaa21","user_id":"859207112","username":"ruptvree","text":"RAKAI IS GOING TO SAVE KAI","badges":{},"emotes":{},"tmi_sent_ts":1784431072423,"stream_offset_ms":26447423}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=E2B1C6AC-35E1-41E6-8E6F-9FF4A7199F43;color=;display-name=lilproblem14;emotes=;first-msg=0;flags=;id=107cd3f9-deb6-430d-98cc-5134a5687bb0;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431072754;turbo=0;user-id=1207372643;user-type= :lilproblem14!lilproblem14@lilproblem14.tmi.twitch.tv PRIVMSG #tatumbittick :call Rakai","message_id":"107cd3f9-deb6-430d-98cc-5134a5687bb0","user_id":"1207372643","username":"lilproblem14","text":"call Rakai","badges":{},"emotes":{},"tmi_sent_ts":1784431072754,"stream_offset_ms":26447754}
+{"channel":"tatumbittick","raw_message":"@badge-info=;badges=;client-nonce=bc368ffbdb4d4320ba7b3e18360f27e3;color=;display-name=b1i55;emotes=;first-msg=0;flags=;id=95aa0602-f8d1-432d-aca2-fb3317f6917b;mod=0;returning-chatter=0;room-id=1390268746;subscriber=0;tmi-sent-ts=1784431073341;turbo=0;user-id=790032318;user-type= :b1i55!b1i55@b1i55.tmi.twitch.tv PRIVMSG #tatumbittick :Rakais thinking about you","message_id":"95aa0602-f8d1-432d-aca2-fb3317f6917b","user_id":"790032318","username":"b1i55","text":"Rakais thinking about you","badges":{},"emotes":{},"tmi_sent_ts":1784431073341,"stream_offset_ms":26448341}
diff --git a/data/tetristhegrandmaster3__20260719T031753601340.jsonl b/data/tetristhegrandmaster3__20260719T031753601340.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..db9134fa68058b97d7ed2c08c01f936d7aa34e4d
--- /dev/null
+++ b/data/tetristhegrandmaster3__20260719T031753601340.jsonl
@@ -0,0 +1 @@
+{"channel":"tetristhegrandmaster3","raw_message":"@badge-info=subscriber/102;badges=subscriber/96,ditto/1;client-nonce=26152bf2b1094871a9bb422e4d2888c2;color=#0088CC;display-name=櫻花牛;emotes=;first-msg=0;flags=;id=0efdd253-3c47-41d1-bd03-145a4d6efbe4;mod=0;returning-chatter=0;room-id=47281189;subscriber=1;tmi-sent-ts=1784431068101;turbo=0;user-id=47872106;user-type= :asty0926!asty0926@asty0926.tmi.twitch.tv PRIVMSG #tetristhegrandmaster3 :是我邏輯很奇怪嗎","message_id":"0efdd253-3c47-41d1-bd03-145a4d6efbe4","user_id":"47872106","username":"asty0926","text":"是我邏輯很奇怪嗎","badges":{"subscriber":"96","ditto":"1"},"emotes":{},"tmi_sent_ts":1784431068101,"stream_offset_ms":56967101}
diff --git a/data/thelorr__20260719T031753599759.jsonl b/data/thelorr__20260719T031753599759.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac56e7d244fd412b051bfee1e3750c3cdae53889
--- /dev/null
+++ b/data/thelorr__20260719T031753599759.jsonl
@@ -0,0 +1,2 @@
+{"channel":"thelorr","raw_message":"@badge-info=;badges=;client-nonce=d36598c678ac4edda014ce5a45be3fa9;color=#00FF7F;display-name=ZzirGiss;emotes=555555580:12-13;first-msg=0;flags=;id=bb5a579c-42cf-4c9b-8446-d52f7a451fc0;mod=0;returning-chatter=0;room-id=955173538;subscriber=0;tmi-sent-ts=1784431066770;turbo=0;user-id=40238936;user-type= :zzirgiss!zzirgiss@zzirgiss.tmi.twitch.tv PRIVMSG #thelorr :aarena biss :O","message_id":"bb5a579c-42cf-4c9b-8446-d52f7a451fc0","user_id":"40238936","username":"zzirgiss","text":"aarena biss :O","badges":{},"emotes":{"555555580":["12-13"]},"tmi_sent_ts":1784431066770,"stream_offset_ms":31459770}
+{"channel":"thelorr","raw_message":"@badge-info=subscriber/16;badges=vip/1,subscriber/12,bits/1;client-nonce=f152b311870943c5855897a4c476cf5f;color=#FF0000;display-name=GoatsForLife69;emotes=;first-msg=0;flags=;id=5b104a49-b729-4a2d-b4cb-45b73d6e42bc;mod=0;returning-chatter=0;room-id=955173538;subscriber=1;tmi-sent-ts=1784431070489;turbo=0;user-id=639164871;user-type=;vip=1 :goatsforlife69!goatsforlife69@goatsforlife69.tmi.twitch.tv PRIVMSG #thelorr :so we are cheating pulling 3 3 and action speed?","message_id":"5b104a49-b729-4a2d-b4cb-45b73d6e42bc","user_id":"639164871","username":"goatsforlife69","text":"so we are cheating pulling 3 3 and action speed?","badges":{"vip":"1","subscriber":"12","bits":"1"},"emotes":{},"tmi_sent_ts":1784431070489,"stream_offset_ms":31463489}
diff --git a/data/tinakitten__20260719T031753599469.jsonl b/data/tinakitten__20260719T031753599469.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..58dad3a3ae9727d054b7e9dca1c263c6ab05d4d3
--- /dev/null
+++ b/data/tinakitten__20260719T031753599469.jsonl
@@ -0,0 +1,6 @@
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=;client-nonce=094fd9a3502e4f97866854a4d5dd3149;color=#FF0000;display-name=DJsnor;emotes=;first-msg=0;flags=;id=d034ab12-d2c3-4948-aea5-e0fd1070e403;mod=0;returning-chatter=0;room-id=42032495;source-id=d034ab12-d2c3-4948-aea5-e0fd1070e403;source-only=0;source-room-id=42032495;subscriber=0;tmi-sent-ts=1784431066716;turbo=0;user-id=223479187;user-type= :djsnor!djsnor@djsnor.tmi.twitch.tv PRIVMSG #tinakitten :grass knot will do more to cruel","message_id":"d034ab12-d2c3-4948-aea5-e0fd1070e403","user_id":"223479187","username":"djsnor","text":"grass knot will do more to cruel","badges":{},"emotes":{},"tmi_sent_ts":1784431066716,"stream_offset_ms":29695716}
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=;client-nonce=30b0e7d6bf2744129324870252764adc;color=;display-name=robertjose3100;emotes=;first-msg=1;flags=;id=c873b933-9d62-4a36-ac81-66b51d17929e;mod=0;returning-chatter=0;room-id=42032495;source-id=c873b933-9d62-4a36-ac81-66b51d17929e;source-only=0;source-room-id=42032495;subscriber=0;tmi-sent-ts=1784431066746;turbo=0;user-id=902689007;user-type= :robertjose3100!robertjose3100@robertjose3100.tmi.twitch.tv PRIVMSG #tinakitten :hola tina como estas buenas noches","message_id":"c873b933-9d62-4a36-ac81-66b51d17929e","user_id":"902689007","username":"robertjose3100","text":"hola tina como estas buenas noches","badges":{},"emotes":{},"tmi_sent_ts":1784431066746,"stream_offset_ms":29695746}
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=glitchcon2020/1;client-nonce=39540be7394749d7a2c61117b07b1110;color=#95008F;display-name=Cycrum;emotes=;first-msg=0;flags=;id=0e9a75d6-e1ee-4949-8d9e-67f39ccba80a;mod=0;reply-parent-display-name=spilledchicnstu;reply-parent-msg-body=@Cycrum\\sgross;reply-parent-msg-id=d1a84968-e0ea-4325-80d3-75990c84ef41;reply-parent-user-id=176652782;reply-parent-user-login=spilledchicnstu;reply-thread-parent-display-name=spilledchicnstu;reply-thread-parent-msg-id=e03f376c-2759-44ff-9bd4-e7862a6317f8;reply-thread-parent-user-id=176652782;reply-thread-parent-user-login=spilledchicnstu;returning-chatter=0;room-id=42032495;source-badge-info=;source-badges=glitchcon2020/1;source-id=0e9a75d6-e1ee-4949-8d9e-67f39ccba80a;source-only=0;source-room-id=42032495;subscriber=0;tmi-sent-ts=1784431066755;turbo=0;user-id=56457546;user-type= :cycrum!cycrum@cycrum.tmi.twitch.tv PRIVMSG #tinakitten :@spilledchicnstu It's in the same vein as Freezing Glare and Fiery Wrath","message_id":"0e9a75d6-e1ee-4949-8d9e-67f39ccba80a","user_id":"56457546","username":"cycrum","text":"@spilledchicnstu It's in the same vein as Freezing Glare and Fiery Wrath","badges":{"glitchcon2020":"1"},"emotes":{},"tmi_sent_ts":1784431066755,"stream_offset_ms":29695755}
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=;client-nonce=45717aece91442a4900b25429cb056e3;color=#B22222;display-name=CrowPlaysRS;emotes=;first-msg=0;flags=;id=3d206fe6-d685-4980-b71d-1b14016fc279;mod=0;returning-chatter=0;room-id=42032495;source-id=3d206fe6-d685-4980-b71d-1b14016fc279;source-only=0;source-room-id=42032495;subscriber=0;tmi-sent-ts=1784431070826;turbo=0;user-id=37827742;user-type= :crowplaysrs!crowplaysrs@crowplaysrs.tmi.twitch.tv PRIVMSG #tinakitten :Him em with tha drain","message_id":"3d206fe6-d685-4980-b71d-1b14016fc279","user_id":"37827742","username":"crowplaysrs","text":"Him em with tha drain","badges":{},"emotes":{},"tmi_sent_ts":1784431070826,"stream_offset_ms":29699826}
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=twitch-recap-2023/1;client-nonce=3a084b768263417481ad69b8a8de0690;color=#803E3E;display-name=later_nerdz;emotes=;flags=;id=3158c3d8-6595-490e-9822-3a289102f70c;mod=0;room-id=42032495;source-badge-info=;source-badges=twitch-recap-2023/1;source-id=ebbbac2b-1eb2-446f-802a-a30ac31e5e5f;source-only=0;source-room-id=93222834;subscriber=0;tmi-sent-ts=1784431072617;turbo=0;user-id=28368461;user-type= :later_nerdz!later_nerdz@later_nerdz.tmi.twitch.tv PRIVMSG #tinakitten :this attack matters less, just hit it","message_id":"3158c3d8-6595-490e-9822-3a289102f70c","user_id":"28368461","username":"later_nerdz","text":"this attack matters less, just hit it","badges":{"twitch-recap-2023":"1"},"emotes":{},"tmi_sent_ts":1784431072617,"stream_offset_ms":29701617}
+{"channel":"tinakitten","raw_message":"@badge-info=;badges=premium/1;client-nonce=17FBBE8D-5AF2-42A1-BCB6-AFCA4BB0D2C7;color=;display-name=shane_dbl;emotes=;first-msg=0;flags=;id=f20cdb63-affa-4fb1-b8e7-bf94b917c308;mod=0;returning-chatter=0;room-id=42032495;source-badge-info=;source-badges=premium/1;source-id=f20cdb63-affa-4fb1-b8e7-bf94b917c308;source-only=0;source-room-id=42032495;subscriber=0;tmi-sent-ts=1784431073267;turbo=0;user-id=2917771;user-type= :shane_dbl!shane_dbl@shane_dbl.tmi.twitch.tv PRIVMSG #tinakitten :yes","message_id":"f20cdb63-affa-4fb1-b8e7-bf94b917c308","user_id":"2917771","username":"shane_dbl","text":"yes","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431073267,"stream_offset_ms":29702267}
diff --git a/data/tommypervan__20260719T031753598485.jsonl b/data/tommypervan__20260719T031753598485.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac85b058abd917131826955a18ba79cbb14a57ca
--- /dev/null
+++ b/data/tommypervan__20260719T031753598485.jsonl
@@ -0,0 +1,4 @@
+{"channel":"tommypervan","raw_message":"@badge-info=subscriber/38;badges=subscriber/36,nasa-artemis-ii/1;client-nonce=cae0af824dff49caa5163933cf0318b8;color=#FFF200;display-name=icho0_;emotes=;first-msg=0;flags=;id=59584472-4069-43b9-85e9-b6cf899c9e72;mod=0;returning-chatter=0;room-id=62079764;subscriber=1;tmi-sent-ts=1784431065703;turbo=0;user-id=128691513;user-type= :icho0_!icho0_@icho0_.tmi.twitch.tv PRIVMSG #tommypervan :sisi","message_id":"59584472-4069-43b9-85e9-b6cf899c9e72","user_id":"128691513","username":"icho0_","text":"sisi","badges":{"subscriber":"36","nasa-artemis-ii":"1"},"emotes":{},"tmi_sent_ts":1784431065703,"stream_offset_ms":6587703}
+{"channel":"tommypervan","raw_message":"@badge-info=subscriber/27;badges=moderator/1,subscriber/24,pokemon-30th-anniversary/1;client-nonce=e7ff1151864a42e88d258107ca0342f5;color=#8A2BE2;display-name=ShuraPantera;emotes=;first-msg=0;flags=;id=a026b1cb-4cf8-41fc-9e2e-9fec31480b2b;mod=1;returning-chatter=0;room-id=62079764;subscriber=1;tmi-sent-ts=1784431069882;turbo=0;user-id=126291848;user-type=mod :shurapantera!shurapantera@shurapantera.tmi.twitch.tv PRIVMSG #tommypervan :Oye","message_id":"a026b1cb-4cf8-41fc-9e2e-9fec31480b2b","user_id":"126291848","username":"shurapantera","text":"Oye","badges":{"moderator":"1","subscriber":"24","pokemon-30th-anniversary":"1"},"emotes":{},"tmi_sent_ts":1784431069882,"stream_offset_ms":6591882}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=no_audio/1;client-nonce=31f53d2cb16d4ee984b8ef67dffb85d0;color=#00FF7F;display-name=ferrrrbrrrr;emotes=;first-msg=0;flags=;id=562bb447-212c-4bd5-bd39-aaf6d4cd23c2;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431071144;turbo=0;user-id=167843588;user-type= :ferrrrbrrrr!ferrrrbrrrr@ferrrrbrrrr.tmi.twitch.tv PRIVMSG #tommypervan :yo a la capri la amaba, se fue de xile x un pico y quede picá","message_id":"562bb447-212c-4bd5-bd39-aaf6d4cd23c2","user_id":"167843588","username":"ferrrrbrrrr","text":"yo a la capri la amaba, se fue de xile x un pico y quede picá","badges":{"no_audio":"1"},"emotes":{},"tmi_sent_ts":1784431071144,"stream_offset_ms":6593144}
+{"channel":"tommypervan","raw_message":"@badge-info=;badges=vip/1,blossom-badge/4;client-nonce=41fdfb9e171e4d17b10703f42d4181c1;color=#DAA520;display-name=t4cticzz;emotes=;first-msg=0;flags=;id=eaec2482-051b-46b4-9779-33d52a65efec;mod=0;returning-chatter=0;room-id=62079764;subscriber=0;tmi-sent-ts=1784431071298;turbo=0;user-id=415287791;user-type=;vip=1 :t4cticzz!t4cticzz@t4cticzz.tmi.twitch.tv PRIVMSG #tommypervan :algo asi","message_id":"eaec2482-051b-46b4-9779-33d52a65efec","user_id":"415287791","username":"t4cticzz","text":"algo asi","badges":{"vip":"1","blossom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431071298,"stream_offset_ms":6593298}
diff --git a/data/transforms__20260719T031753601485.jsonl b/data/transforms__20260719T031753601485.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..61ec9720f72f0019019376dde5a82cf54dc1921d
--- /dev/null
+++ b/data/transforms__20260719T031753601485.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=9c8f8653-da8c-4147-bf57-bd3e936478f3;mod=1;returning-chatter=0;room-id=438067685;subscriber=1;tmi-sent-ts=1784431068490;turbo=0;user-id=431054471;user-type=mod :g2p4!g2p4@g2p4.tmi.twitch.tv PRIVMSG #transforms :!socials","message_id":"9c8f8653-da8c-4147-bf57-bd3e936478f3","user_id":"431054471","username":"g2p4","text":"!socials","badges":{"moderator":"1","subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431068490,"stream_offset_ms":87375490}
+{"channel":"transforms","raw_message":"@badge-info=;badges=moderator/1,partner/1;color=#32C3A2;display-name=Streamlabs;emotes=;first-msg=0;flags=;id=e4915771-f79d-4858-a06e-9b83d5f8c008;mod=1;returning-chatter=0;room-id=438067685;subscriber=0;tmi-sent-ts=1784431068678;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":"e4915771-f79d-4858-a06e-9b83d5f8c008","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":1784431068678,"stream_offset_ms":87375678}
+{"channel":"transforms","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;color=;display-name=fliesthegoat;emotes=;first-msg=0;flags=;id=a024def7-546f-4fc2-95df-af0a3b98f9ac;mod=0;returning-chatter=0;room-id=438067685;subscriber=1;tmi-sent-ts=1784431070830;turbo=0;user-id=1514455365;user-type= :fliesthegoat!fliesthegoat@fliesthegoat.tmi.twitch.tv PRIVMSG #transforms :!gamble 398","message_id":"a024def7-546f-4fc2-95df-af0a3b98f9ac","user_id":"1514455365","username":"fliesthegoat","text":"!gamble 398","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431070830,"stream_offset_ms":87377830}
diff --git a/data/tsm_theoddone__20260719T031753601764.jsonl b/data/tsm_theoddone__20260719T031753601764.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..85304f4e58725c718a1c13a6bb7ee59d562063d5
--- /dev/null
+++ b/data/tsm_theoddone__20260719T031753601764.jsonl
@@ -0,0 +1 @@
+{"channel":"tsm_theoddone","raw_message":"@badge-info=subscriber/136;badges=subscriber/132,sub-gift-leader/2;client-nonce=57f661e617054c3ab65ca24462540dbf;color=#C42020;display-name=Inverge;emotes=;first-msg=0;flags=;id=87bed384-58f9-4a04-891c-db6c9c4f16de;mod=0;reply-parent-display-name=UpDownLeftRightAB;reply-parent-msg-body=If\\sKat\\sever\\sgets\\sher\\sult\\soff\\swithout\\sinterruption,\\sit's\\san\\sace\\s@Inverge;reply-parent-msg-id=d2942334-6ffc-4946-8867-99068ecf5f49;reply-parent-user-id=28459345;reply-parent-user-login=updownleftrightab;reply-thread-parent-display-name=UpDownLeftRightAB;reply-thread-parent-msg-id=d2942334-6ffc-4946-8867-99068ecf5f49;reply-thread-parent-user-id=28459345;reply-thread-parent-user-login=updownleftrightab;returning-chatter=0;room-id=30080840;subscriber=1;tmi-sent-ts=1784431070580;turbo=0;user-id=61515022;user-type= :inverge!inverge@inverge.tmi.twitch.tv PRIVMSG #tsm_theoddone :@UpDownLeftRightAB this feels like oddone with 4 jobbers PepeHands","message_id":"87bed384-58f9-4a04-891c-db6c9c4f16de","user_id":"61515022","username":"inverge","text":"@UpDownLeftRightAB this feels like oddone with 4 jobbers PepeHands","badges":{"subscriber":"132","sub-gift-leader":"2"},"emotes":{},"tmi_sent_ts":1784431070580,"stream_offset_ms":22688580}
diff --git a/data/valorant_br__20260719T031753598597.jsonl b/data/valorant_br__20260719T031753598597.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c530c862b663b5545bc680ccbd0d2e19f799cb44
--- /dev/null
+++ b/data/valorant_br__20260719T031753598597.jsonl
@@ -0,0 +1,7 @@
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=2931a3607f1c4975bb7a64641d6d2d89;color=#008000;display-name=chicano_vlr;emotes=;first-msg=0;flags=;id=6e70f763-9a64-4b49-a14d-08924807e0af;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431065820;turbo=0;user-id=730322979;user-type= :chicano_vlr!chicano_vlr@chicano_vlr.tmi.twitch.tv PRIVMSG #valorant_br :Keiko","message_id":"6e70f763-9a64-4b49-a14d-08924807e0af","user_id":"730322979","username":"chicano_vlr","text":"Keiko","badges":{},"emotes":{},"tmi_sent_ts":1784431065820,"stream_offset_ms":25766820}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=f25594f49ebd4b9ab926073d1601eaa1;color=;display-name=carlosfscar;emotes=;first-msg=0;flags=;id=faf60575-f081-4388-95f0-ae12c2140936;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431066155;turbo=0;user-id=1335820639;user-type= :carlosfscar!carlosfscar@carlosfscar.tmi.twitch.tv PRIVMSG #valorant_br :skuba","message_id":"faf60575-f081-4388-95f0-ae12c2140936","user_id":"1335820639","username":"carlosfscar","text":"skuba","badges":{},"emotes":{},"tmi_sent_ts":1784431066155,"stream_offset_ms":25767155}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=moderator/1,you-got-this/1;client-nonce=8c80981b8a314602bc972f1042309d1b;color=#8510A1;display-name=Drifteers;emotes=;first-msg=0;flags=;id=5e60a59c-1626-48c2-81a8-82a379877711;mod=1;reply-parent-display-name=asolitariax;reply-parent-msg-body=@drifteers\\sboa\\snoite\\sdri\\saté\\squalquer\\sdia,\\samanhã\\svocê\\sestará\\spor\\saqui?\\soia;reply-parent-msg-id=66c1b534-88b9-4865-a53b-1deffa3327f6;reply-parent-user-id=1089923598;reply-parent-user-login=asolitariax;reply-thread-parent-display-name=asolitariax;reply-thread-parent-msg-id=66c1b534-88b9-4865-a53b-1deffa3327f6;reply-thread-parent-user-id=1089923598;reply-thread-parent-user-login=asolitariax;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431066728;turbo=0;user-id=129086955;user-type=mod :drifteers!drifteers@drifteers.tmi.twitch.tv PRIVMSG #valorant_br :@asolitariax BoaNoite bom descanso e durma bem, amanhã nao tem né, so na prox semana Sisi","message_id":"5e60a59c-1626-48c2-81a8-82a379877711","user_id":"129086955","username":"drifteers","text":"@asolitariax BoaNoite bom descanso e durma bem, amanhã nao tem né, so na prox semana Sisi","badges":{"moderator":"1","you-got-this":"1"},"emotes":{},"tmi_sent_ts":1784431066728,"stream_offset_ms":25767728}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=raging-wolf-helm/1;client-nonce=a176904f115e4dda84c19fc29f2e35b1;color=#8A2BE2;display-name=haruskil;emotes=;first-msg=0;flags=;id=c386049b-375f-43c3-9258-0b8c7fe6b365;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431067410;turbo=0;user-id=197109257;user-type= :haruskil!haruskil@haruskil.tmi.twitch.tv PRIVMSG #valorant_br :MADA","message_id":"c386049b-375f-43c3-9258-0b8c7fe6b365","user_id":"197109257","username":"haruskil","text":"MADA","badges":{"raging-wolf-helm":"1"},"emotes":{},"tmi_sent_ts":1784431067410,"stream_offset_ms":25768410}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=went-outside/1;client-nonce=ce11965b36674b5383230ff66da927a0;color=;display-name=chzeraaaa;emotes=;first-msg=0;flags=;id=f2d41172-e02d-4904-8149-872b64d5c714;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431069078;turbo=0;user-id=1454384257;user-type= :chzeraaaa!chzeraaaa@chzeraaaa.tmi.twitch.tv PRIVMSG #valorant_br :Mada","message_id":"f2d41172-e02d-4904-8149-872b64d5c714","user_id":"1454384257","username":"chzeraaaa","text":"Mada","badges":{"went-outside":"1"},"emotes":{},"tmi_sent_ts":1784431069078,"stream_offset_ms":25770078}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=twitch-recap-2024/1;client-nonce=046d86b9b43f4794aa57b073e83cc25f;color=#1CFFE5;display-name=Boggotah;emotes=;first-msg=0;flags=;id=038cddd9-37fa-415d-b054-6917ee2f3955;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431071709;turbo=0;user-id=150961132;user-type= :boggotah!boggotah@boggotah.tmi.twitch.tv PRIVMSG #valorant_br :skuba","message_id":"038cddd9-37fa-415d-b054-6917ee2f3955","user_id":"150961132","username":"boggotah","text":"skuba","badges":{"twitch-recap-2024":"1"},"emotes":{},"tmi_sent_ts":1784431071709,"stream_offset_ms":25772709}
+{"channel":"valorant_br","raw_message":"@badge-info=;badges=;client-nonce=ae737b80067e49708cd3d8eea78cbd6b;color=#008000;display-name=chicano_vlr;emotes=;first-msg=0;flags=;id=b55a29d4-94ab-4111-b5c3-34aa98f743a2;mod=0;returning-chatter=0;room-id=502014446;subscriber=0;tmi-sent-ts=1784431073224;turbo=0;user-id=730322979;user-type= :chicano_vlr!chicano_vlr@chicano_vlr.tmi.twitch.tv PRIVMSG #valorant_br :keiko","message_id":"b55a29d4-94ab-4111-b5c3-34aa98f743a2","user_id":"730322979","username":"chicano_vlr","text":"keiko","badges":{},"emotes":{},"tmi_sent_ts":1784431073224,"stream_offset_ms":25774224}
diff --git a/data/vrexia__20260719T031753599399.jsonl b/data/vrexia__20260719T031753599399.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..806251b3733d3f07230fbd98aaa92967e384a5e6
--- /dev/null
+++ b/data/vrexia__20260719T031753599399.jsonl
@@ -0,0 +1 @@
+{"channel":"vrexia","raw_message":"@badge-info=subscriber/40;badges=subscriber/36,sub-gifter/10;client-nonce=C2DBA2BD-28CD-4D06-857C-74679B98C740;color=#9658F0;display-name=LyoKaze;emotes=;first-msg=0;flags=;id=2c2ea5ab-cd0d-4ee7-bed8-23fb9af95922;mod=0;returning-chatter=0;room-id=171901787;subscriber=1;tmi-sent-ts=1784431066610;turbo=0;user-id=452584170;user-type= :lyokaze!lyokaze@lyokaze.tmi.twitch.tv PRIVMSG #vrexia :it me.","message_id":"2c2ea5ab-cd0d-4ee7-bed8-23fb9af95922","user_id":"452584170","username":"lyokaze","text":"it me.","badges":{"subscriber":"36","sub-gifter":"10"},"emotes":{},"tmi_sent_ts":1784431066610,"stream_offset_ms":30089610}
diff --git a/data/warn__20260719T031753596470.jsonl b/data/warn__20260719T031753596470.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ce71cd0730cc9ff170c7cf8a226bcf4101a85c99
--- /dev/null
+++ b/data/warn__20260719T031753596470.jsonl
@@ -0,0 +1 @@
+{"channel":"warn","raw_message":"@badge-info=subscriber/4;badges=subscriber/3,bloom-badge/4;client-nonce=fa82ec85dd224530a10addf65e0d5bfd;color=#F3AEBA;display-name=ghostangeI;emotes=;first-msg=0;flags=;id=dca13921-0d1e-4cce-98bd-079716d5325b;mod=0;returning-chatter=0;room-id=53648099;subscriber=1;tmi-sent-ts=1784431064358;turbo=0;user-id=1099416372;user-type= :ghostangei!ghostangei@ghostangei.tmi.twitch.tv PRIVMSG #warn :oh","message_id":"dca13921-0d1e-4cce-98bd-079716d5325b","user_id":"1099416372","username":"ghostangei","text":"oh","badges":{"subscriber":"3","bloom-badge":"4"},"emotes":{},"tmi_sent_ts":1784431064358,"stream_offset_ms":18032358}
diff --git a/data/wintergaming__20260719T031753596141.jsonl b/data/wintergaming__20260719T031753596141.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fbdcbff22069d5c028cc67b8c4ed1b13278428fa
--- /dev/null
+++ b/data/wintergaming__20260719T031753596141.jsonl
@@ -0,0 +1,5 @@
+{"channel":"wintergaming","raw_message":"@badge-info=subscriber/119;badges=subscriber/60,bits-charity/1;client-nonce=531af681aff34b3c8fa7927e78b63482;color=#0DB5BA;display-name=leif1024;emotes=;first-msg=0;flags=;id=5485f74e-8850-47e4-a3a7-cacb290b8cf0;mod=0;returning-chatter=0;room-id=25766032;subscriber=1;tmi-sent-ts=1784431064270;turbo=0;user-id=126725574;user-type= :leif1024!leif1024@leif1024.tmi.twitch.tv PRIVMSG #wintergaming :nope, in general, common sense isn't common anymore","message_id":"5485f74e-8850-47e4-a3a7-cacb290b8cf0","user_id":"126725574","username":"leif1024","text":"nope, in general, common sense isn't common anymore","badges":{"subscriber":"60","bits-charity":"1"},"emotes":{},"tmi_sent_ts":1784431064270,"stream_offset_ms":5034270}
+{"channel":"wintergaming","raw_message":"@badge-info=;badges=ditto/1;client-nonce=503e72207bd4444489aabcb023154f00;color=#C500A4;display-name=BonfireNChill;emotes=;first-msg=0;flags=;id=d541a80f-8d80-4f7a-aa67-3be32b3cc50d;mod=0;returning-chatter=0;room-id=25766032;subscriber=0;tmi-sent-ts=1784431064570;turbo=0;user-id=12835425;user-type= :bonfirenchill!bonfirenchill@bonfirenchill.tmi.twitch.tv PRIVMSG #wintergaming :it is","message_id":"d541a80f-8d80-4f7a-aa67-3be32b3cc50d","user_id":"12835425","username":"bonfirenchill","text":"it is","badges":{"ditto":"1"},"emotes":{},"tmi_sent_ts":1784431064570,"stream_offset_ms":5034570}
+{"channel":"wintergaming","raw_message":"@badge-info=;badges=;client-nonce=05081f4165584666bb916f03454b66b5;color=;display-name=sZmxxd;emote-only=1;emotes=425618:0-2;first-msg=0;flags=;id=67f468a8-fbc0-4bf1-b790-98c1c12d0f4c;mod=0;returning-chatter=0;room-id=25766032;subscriber=0;tmi-sent-ts=1784431064679;turbo=0;user-id=1218460817;user-type= :szmxxd!szmxxd@szmxxd.tmi.twitch.tv PRIVMSG #wintergaming :LUL","message_id":"67f468a8-fbc0-4bf1-b790-98c1c12d0f4c","user_id":"1218460817","username":"szmxxd","text":"LUL","badges":{},"emotes":{"425618":["0-2"]},"tmi_sent_ts":1784431064679,"stream_offset_ms":5034679}
+{"channel":"wintergaming","raw_message":"@badge-info=;badges=;client-nonce=0de737341f09460cb83504f6ec3e9973;color=#1E90FF;display-name=TechPriestGlitchwitz;emotes=1:72-73;first-msg=0;flags=;id=27419066-39e0-4cfa-b96c-f6a8dae24fea;mod=0;returning-chatter=0;room-id=25766032;subscriber=0;tmi-sent-ts=1784431066442;turbo=0;user-id=616235142;user-type= :techpriestglitchwitz!techpriestglitchwitz@techpriestglitchwitz.tmi.twitch.tv PRIVMSG #wintergaming :I got 16th in a 40 person tourney today and I am rather happy about it! :)","message_id":"27419066-39e0-4cfa-b96c-f6a8dae24fea","user_id":"616235142","username":"techpriestglitchwitz","text":"I got 16th in a 40 person tourney today and I am rather happy about it! :)","badges":{},"emotes":{"1":["72-73"]},"tmi_sent_ts":1784431066442,"stream_offset_ms":5036442}
+{"channel":"wintergaming","raw_message":"@badge-info=subscriber/3;badges=subscriber/3;client-nonce=dc2bca5623644b898e68ba5044b347aa;color=#B22222;display-name=typecero;emotes=;first-msg=0;flags=;id=1b1f3391-8bab-470d-814b-1421d4a033c5;mod=0;returning-chatter=0;room-id=25766032;subscriber=1;tmi-sent-ts=1784431072185;turbo=0;user-id=125703557;user-type= :typecero!typecero@typecero.tmi.twitch.tv PRIVMSG #wintergaming :Common Sense are like Mutas: they need to be gassed up.","message_id":"1b1f3391-8bab-470d-814b-1421d4a033c5","user_id":"125703557","username":"typecero","text":"Common Sense are like Mutas: they need to be gassed up.","badges":{"subscriber":"3"},"emotes":{},"tmi_sent_ts":1784431072185,"stream_offset_ms":5042185}
diff --git a/data/wissksrr__20260719T031753597930.jsonl b/data/wissksrr__20260719T031753597930.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7fd99c9418f17912267355b51ab20d3e9c72e76a
--- /dev/null
+++ b/data/wissksrr__20260719T031753597930.jsonl
@@ -0,0 +1,7 @@
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=subtember-2024/1;client-nonce=07483F94-8793-4F48-B7B8-F9C91010F369;color=#FF0000;display-name=kebicheee;emotes=;first-msg=0;flags=;id=5c4756c3-4b36-46f9-8eb3-9b410dccebd9;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431065023;turbo=0;user-id=1033836963;user-type= :kebicheee!kebicheee@kebicheee.tmi.twitch.tv PRIVMSG #wissksrr :c’est quoi ces TikTok de fou","message_id":"5c4756c3-4b36-46f9-8eb3-9b410dccebd9","user_id":"1033836963","username":"kebicheee","text":"c’est quoi ces TikTok de fou","badges":{"subtember-2024":"1"},"emotes":{},"tmi_sent_ts":1784431065023,"stream_offset_ms":31664023}
+{"channel":"wissksrr","raw_message":"@badge-info=subscriber/5;badges=moderator/1,subscriber/0,sub-gift-leader/3;client-nonce=849CC832-C0AC-4519-B93E-B472832FBB59;color=#8A2BE2;display-name=mly75;emotes=;first-msg=0;flags=;id=a13f0689-7daa-4fe1-af50-deb143d7458c;mod=1;returning-chatter=0;room-id=153276545;subscriber=1;tmi-sent-ts=1784431067319;turbo=0;user-id=1420235382;user-type=mod :mly75!mly75@mly75.tmi.twitch.tv PRIVMSG #wissksrr :non mais vas-y eux","message_id":"a13f0689-7daa-4fe1-af50-deb143d7458c","user_id":"1420235382","username":"mly75","text":"non mais vas-y eux","badges":{"moderator":"1","subscriber":"0","sub-gift-leader":"3"},"emotes":{},"tmi_sent_ts":1784431067319,"stream_offset_ms":31666319}
+{"channel":"wissksrr","raw_message":"@badge-info=subscriber/2;badges=subscriber/0;client-nonce=045D7162-2807-4133-BD75-87211FBDFA15;color=;display-name=salma_aa212;emotes=;first-msg=0;flags=;id=59e32030-43f2-4551-88fa-f340eb047585;mod=0;returning-chatter=0;room-id=153276545;subscriber=1;tmi-sent-ts=1784431069596;turbo=0;user-id=1450436461;user-type= :salma_aa212!salma_aa212@salma_aa212.tmi.twitch.tv PRIVMSG #wissksrr :🤣🤣🤣 rp Mskn","message_id":"59e32030-43f2-4551-88fa-f340eb047585","user_id":"1450436461","username":"salma_aa212","text":"🤣🤣🤣 rp Mskn","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431069596,"stream_offset_ms":31668596}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=1639DFC7-0B84-4B77-8525-5DF26E518C1C;color=#0000FF;display-name=ilmr91;emotes=;first-msg=0;flags=;id=fa8159cf-bd76-4e3d-ba5b-65f8f40c522c;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431069784;turbo=0;user-id=1211783791;user-type= :ilmr91!ilmr91@ilmr91.tmi.twitch.tv PRIVMSG #wissksrr :wahhhhh zehma 🤣","message_id":"fa8159cf-bd76-4e3d-ba5b-65f8f40c522c","user_id":"1211783791","username":"ilmr91","text":"wahhhhh zehma 🤣","badges":{},"emotes":{},"tmi_sent_ts":1784431069784,"stream_offset_ms":31668784}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=9d2286893a4d4ea997368f9e963a8772;color=;display-name=melpostropbonnesah;emotes=;first-msg=0;flags=;id=bd109841-8c6c-47d9-b274-4a5807551238;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431070528;turbo=0;user-id=1476454099;user-type= :melpostropbonnesah!melpostropbonnesah@melpostropbonnesah.tmi.twitch.tv PRIVMSG #wissksrr :mais de base ce faire hypnotisé t'as pas le droit p","message_id":"bd109841-8c6c-47d9-b274-4a5807551238","user_id":"1476454099","username":"melpostropbonnesah","text":"mais de base ce faire hypnotisé t'as pas le droit p","badges":{},"emotes":{},"tmi_sent_ts":1784431070528,"stream_offset_ms":31669528}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=;client-nonce=735C5F7F-5639-40E8-A77C-9865DBA8F8F1;color=#5F9EA0;display-name=mthz_69;emotes=;first-msg=0;flags=;id=1ed362ec-2e2f-4551-b9a7-02064692376e;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431073225;turbo=0;user-id=959180003;user-type= :mthz_69!mthz_69@mthz_69.tmi.twitch.tv PRIVMSG #wissksrr :😂😂","message_id":"1ed362ec-2e2f-4551-b9a7-02064692376e","user_id":"959180003","username":"mthz_69","text":"😂😂","badges":{},"emotes":{},"tmi_sent_ts":1784431073225,"stream_offset_ms":31672225}
+{"channel":"wissksrr","raw_message":"@badge-info=;badges=subtember-2024/1;client-nonce=59B8C037-B83E-49C7-A165-430F259F43F3;color=#FF0000;display-name=kebicheee;emotes=425618:20-22,24-26,28-30;first-msg=0;flags=;id=45f34408-2981-4871-919b-1734c6211f8a;mod=0;returning-chatter=0;room-id=153276545;subscriber=0;tmi-sent-ts=1784431073319;turbo=0;user-id=1033836963;user-type= :kebicheee!kebicheee@kebicheee.tmi.twitch.tv PRIVMSG #wissksrr :TikTok de dépressif LUL LUL LUL","message_id":"45f34408-2981-4871-919b-1734c6211f8a","user_id":"1033836963","username":"kebicheee","text":"TikTok de dépressif LUL LUL LUL","badges":{"subtember-2024":"1"},"emotes":{"425618":["20-22","24-26","28-30"]},"tmi_sent_ts":1784431073319,"stream_offset_ms":31672319}
diff --git a/data/wrldkailee__20260719T031753597129.jsonl b/data/wrldkailee__20260719T031753597129.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..749a6a07f8277eb2682b13de45f4683cf6a3cc5d
--- /dev/null
+++ b/data/wrldkailee__20260719T031753597129.jsonl
@@ -0,0 +1,2 @@
+{"channel":"wrldkailee","raw_message":"@badge-info=subscriber/1;badges=subscriber/0;client-nonce=e1145b68-60ee-4a84-8bf2-1205fb479acb;color=;display-name=vxhunter_;emotes=;first-msg=0;flags=;id=74ddf471-dde8-4920-ad59-d6071a252824;mod=0;reply-parent-display-name=chelseamkz;reply-parent-msg-body=@vxhunter_\\sdeadass\\sjust\\sin\\sher\\sroom\\schilling;reply-parent-msg-id=6fe9deef-36cd-4c48-84b0-109d37537d61;reply-parent-user-id=961679895;reply-parent-user-login=chelseamkz;reply-thread-parent-display-name=vxhunter_;reply-thread-parent-msg-id=096274f2-e972-4f03-a501-1a256bcd5e04;reply-thread-parent-user-id=1046065895;reply-thread-parent-user-login=vxhunter_;returning-chatter=0;room-id=731550674;subscriber=1;tmi-sent-ts=1784431064858;turbo=0;user-id=1046065895;user-type= :vxhunter_!vxhunter_@vxhunter_.tmi.twitch.tv PRIVMSG #wrldkailee :@chelseamkz Deadass just doing nothing she seems like she dgaf abt what they doing rn","message_id":"74ddf471-dde8-4920-ad59-d6071a252824","user_id":"1046065895","username":"vxhunter_","text":"@chelseamkz Deadass just doing nothing she seems like she dgaf abt what they doing rn","badges":{"subscriber":"0"},"emotes":{},"tmi_sent_ts":1784431064858,"stream_offset_ms":7312858}
+{"channel":"wrldkailee","raw_message":"@badge-info=;badges=moderator/1,bot-badge/1;color=#5B99FF;display-name=StreamElements;emotes=555555584:36-37;first-msg=0;flags=;id=bfa5b214-9925-4403-9276-a30164c35d4f;mod=1;returning-chatter=0;room-id=731550674;subscriber=0;tmi-sent-ts=1784431071754;turbo=0;user-id=100135110;user-type=mod :streamelements!streamelements@streamelements.tmi.twitch.tv PRIVMSG #wrldkailee :check out all my other socials here <3 beacons.ai/wrldkailee","message_id":"bfa5b214-9925-4403-9276-a30164c35d4f","user_id":"100135110","username":"streamelements","text":"check out all my other socials here <3 beacons.ai/wrldkailee","badges":{"moderator":"1","bot-badge":"1"},"emotes":{"555555584":["36-37"]},"tmi_sent_ts":1784431071754,"stream_offset_ms":7319754}
diff --git a/data/x5_pig__20260719T031753602053.jsonl b/data/x5_pig__20260719T031753602053.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0089104cbe9eb9d9d953656322562702165cf3d0
--- /dev/null
+++ b/data/x5_pig__20260719T031753602053.jsonl
@@ -0,0 +1 @@
+{"channel":"x5_pig","raw_message":"@badge-info=;badges=share-the-love/1;client-nonce=f1c07a738de5475687894fbabf029f2f;color=#8A2BE2;display-name=sweetness751;emotes=;first-msg=0;flags=;id=67cfebc5-8046-410f-8c9c-963adbcc58f0;mod=0;returning-chatter=0;room-id=23526154;subscriber=0;tmi-sent-ts=1784431071553;turbo=0;user-id=21333026;user-type= :sweetness751!sweetness751@sweetness751.tmi.twitch.tv PRIVMSG #x5_pig :When will the season flip on the 19th?","message_id":"67cfebc5-8046-410f-8c9c-963adbcc58f0","user_id":"21333026","username":"sweetness751","text":"When will the season flip on the 19th?","badges":{"share-the-love":"1"},"emotes":{},"tmi_sent_ts":1784431071553,"stream_offset_ms":14135553}
diff --git a/data/yoshinama222__20260719T031753601896.jsonl b/data/yoshinama222__20260719T031753601896.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2e50a0f14b7664f0af38cefb9904152b6b713e70
--- /dev/null
+++ b/data/yoshinama222__20260719T031753601896.jsonl
@@ -0,0 +1 @@
+{"channel":"yoshinama222","raw_message":"@badge-info=;badges=;client-nonce=4BA3E20C-81A0-4F51-B566-079228E72D5A;color=#D2691E;display-name=no22377;emotes=;first-msg=0;flags=;id=5da91ebc-1428-4d47-85f4-457683b862e9;mod=0;returning-chatter=0;room-id=516315196;subscriber=0;tmi-sent-ts=1784431071231;turbo=0;user-id=904062180;user-type= :no22377!no22377@no22377.tmi.twitch.tv PRIVMSG #yoshinama222 :イオリの粘液","message_id":"5da91ebc-1428-4d47-85f4-457683b862e9","user_id":"904062180","username":"no22377","text":"イオリの粘液","badges":{},"emotes":{},"tmi_sent_ts":1784431071231,"stream_offset_ms":3667231}
diff --git a/data/zenn__20260719T031753596581.jsonl b/data/zenn__20260719T031753596581.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..586484d6695b88e88b737a150f2c0f0277da51f2
--- /dev/null
+++ b/data/zenn__20260719T031753596581.jsonl
@@ -0,0 +1,2 @@
+{"channel":"zenn","raw_message":"@badge-info=;badges=bits/100;client-nonce=96f8f7ebaf3342c8abdc1fbb788d4826;color=;display-name=crispyyda3rd;emotes=;first-msg=0;flags=;id=5e758c2e-2c95-495c-a948-54e42d4b7c52;mod=0;returning-chatter=0;room-id=702583357;subscriber=0;tmi-sent-ts=1784431064420;turbo=0;user-id=1388986375;user-type= :crispyyda3rd!crispyyda3rd@crispyyda3rd.tmi.twitch.tv PRIVMSG #zenn :hes gonna stream 1/31 days","message_id":"5e758c2e-2c95-495c-a948-54e42d4b7c52","user_id":"1388986375","username":"crispyyda3rd","text":"hes gonna stream 1/31 days","badges":{"bits":"100"},"emotes":{},"tmi_sent_ts":1784431064420,"stream_offset_ms":3668420}
+{"channel":"zenn","raw_message":"@badge-info=;badges=;client-nonce=f37787bcedce4f9a8465ddd81dfd46b7;color=;display-name=boiiss11;emotes=;first-msg=0;flags=;id=9b120597-5a88-4c7b-b0c8-cd10edc3d9f7;mod=0;reply-parent-display-name=alexfrfv;reply-parent-msg-body=@boiiss11\\syeah\\sso\\skingaling\\sis\\sbetter\\sskilled\\sthan\\speterbot?;reply-parent-msg-id=7ca1efba-0b2a-4335-a12e-26cbe9613a13;reply-parent-user-id=689477816;reply-parent-user-login=alexfrfv;reply-thread-parent-display-name=boiiss11;reply-thread-parent-msg-id=5f0122af-f6ef-4ba8-81e8-16d0c6cab168;reply-thread-parent-user-id=1474408981;reply-thread-parent-user-login=boiiss11;returning-chatter=0;room-id=702583357;subscriber=0;tmi-sent-ts=1784431072068;turbo=0;user-id=1474408981;user-type= :boiiss11!boiiss11@boiiss11.tmi.twitch.tv PRIVMSG #zenn :@alexfrfv Yes. The ranking go like this 1. Zenn, 2. Kingaling, 3. Peterbot/DC","message_id":"9b120597-5a88-4c7b-b0c8-cd10edc3d9f7","user_id":"1474408981","username":"boiiss11","text":"@alexfrfv Yes. The ranking go like this 1. Zenn, 2. Kingaling, 3. Peterbot/DC","badges":{},"emotes":{},"tmi_sent_ts":1784431072068,"stream_offset_ms":3676068}
diff --git a/data/zoomaa__20260719T031753599829.jsonl b/data/zoomaa__20260719T031753599829.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ff6e5f8a1bc12e0a84f549e9479b88c21a384592
--- /dev/null
+++ b/data/zoomaa__20260719T031753599829.jsonl
@@ -0,0 +1,5 @@
+{"channel":"zoomaa","raw_message":"@badge-info=subscriber/2;badges=subscriber/0,turbo/1;client-nonce=A5E497D1-F8D4-4656-AEF2-64E802015EB7;color=#008000;display-name=hutch_ie;emotes=;first-msg=0;flags=;id=d8f7357c-d56b-4461-af04-83f82a77ff30;mod=0;returning-chatter=0;room-id=105584645;subscriber=1;tmi-sent-ts=1784431067018;turbo=1;user-id=78712510;user-type= :hutch_ie!hutch_ie@hutch_ie.tmi.twitch.tv PRIVMSG #zoomaa :The neck bottlejobbed","message_id":"d8f7357c-d56b-4461-af04-83f82a77ff30","user_id":"78712510","username":"hutch_ie","text":"The neck bottlejobbed","badges":{"subscriber":"0","turbo":"1"},"emotes":{},"tmi_sent_ts":1784431067018,"stream_offset_ms":31524018}
+{"channel":"zoomaa","raw_message":"@badge-info=subscriber/18;badges=subscriber/12,premium/1;client-nonce=0708fe95be24497b9755a8feb1c61e41;color=#9ACD32;display-name=alexsenpaii_;emotes=;first-msg=0;flags=;id=395366e3-8312-4135-a244-99995a9a6998;mod=0;returning-chatter=0;room-id=105584645;subscriber=1;tmi-sent-ts=1784431068235;turbo=0;user-id=136367281;user-type= :alexsenpaii_!alexsenpaii_@alexsenpaii_.tmi.twitch.tv PRIVMSG #zoomaa :5090 is insane, 5070ti/5080 is enough","message_id":"395366e3-8312-4135-a244-99995a9a6998","user_id":"136367281","username":"alexsenpaii_","text":"5090 is insane, 5070ti/5080 is enough","badges":{"subscriber":"12","premium":"1"},"emotes":{},"tmi_sent_ts":1784431068235,"stream_offset_ms":31525235}
+{"channel":"zoomaa","raw_message":"@badge-info=;badges=turbo/1;client-nonce=831F8995-34EE-4906-8BF6-10A14D074062;color=#000000;display-name=Obey_Huncho;emotes=;first-msg=0;flags=;id=d27948af-65b7-4b5c-8067-63561b49b76b;mod=0;returning-chatter=0;room-id=105584645;subscriber=0;tmi-sent-ts=1784431069565;turbo=1;user-id=481513702;user-type= :obey_huncho!obey_huncho@obey_huncho.tmi.twitch.tv PRIVMSG #zoomaa :L eyes","message_id":"d27948af-65b7-4b5c-8067-63561b49b76b","user_id":"481513702","username":"obey_huncho","text":"L eyes","badges":{"turbo":"1"},"emotes":{},"tmi_sent_ts":1784431069565,"stream_offset_ms":31526565}
+{"channel":"zoomaa","raw_message":"@badge-info=subscriber/47;badges=subscriber/36;client-nonce=d9854cd23ed141588b36d972fdfa0998;color=#EFEED9;display-name=SaturnxNJ;emotes=;first-msg=0;flags=;id=72d85e6c-86a5-4fa6-a10d-40580fa1cad0;mod=0;reply-parent-display-name=joeyj_oh;reply-parent-msg-body=Abbuzzah\\sand\\shuke\\swent\\scrazy\\son\\sthe\\sDane\\spc\\sno?;reply-parent-msg-id=20406aeb-df74-474e-bb10-c7d078164225;reply-parent-user-id=856867212;reply-parent-user-login=joeyj_oh;reply-thread-parent-display-name=joeyj_oh;reply-thread-parent-msg-id=20406aeb-df74-474e-bb10-c7d078164225;reply-thread-parent-user-id=856867212;reply-thread-parent-user-login=joeyj_oh;returning-chatter=0;room-id=105584645;subscriber=1;tmi-sent-ts=1784431070789;turbo=0;user-id=589999322;user-type= :saturnxnj!saturnxnj@saturnxnj.tmi.twitch.tv PRIVMSG #zoomaa :@joeyj_oh I dont think it was the PC itself, I think it was Scraps SSD","message_id":"72d85e6c-86a5-4fa6-a10d-40580fa1cad0","user_id":"589999322","username":"saturnxnj","text":"@joeyj_oh I dont think it was the PC itself, I think it was Scraps SSD","badges":{"subscriber":"36"},"emotes":{},"tmi_sent_ts":1784431070789,"stream_offset_ms":31527789}
+{"channel":"zoomaa","raw_message":"@badge-info=;badges=premium/1;client-nonce=e0717978994e453fa25cdf026cc152cf;color=;display-name=ellyboy345;emotes=;first-msg=0;flags=;id=dfb40bf1-02f0-492b-bf40-ca027946036f;mod=0;returning-chatter=0;room-id=105584645;subscriber=0;tmi-sent-ts=1784431073418;turbo=0;user-id=998592723;user-type= :ellyboy345!ellyboy345@ellyboy345.tmi.twitch.tv PRIVMSG #zoomaa :another t4/t3 for joe d","message_id":"dfb40bf1-02f0-492b-bf40-ca027946036f","user_id":"998592723","username":"ellyboy345","text":"another t4/t3 for joe d","badges":{"premium":"1"},"emotes":{},"tmi_sent_ts":1784431073418,"stream_offset_ms":31530418}
diff --git a/data/zubarefff_3552310__20260719T031753595286.jsonl b/data/zubarefff_3552310__20260719T031753595286.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..607a53fea94a2560966d0e701ff85c2546e3cc54
--- /dev/null
+++ b/data/zubarefff_3552310__20260719T031753595286.jsonl
@@ -0,0 +1,10 @@
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=f8f2ff32-a45d-401b-92bb-9674514f7225;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431064080;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"f8f2ff32-a45d-401b-92bb-9674514f7225","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431064080,"stream_offset_ms":2837080}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=480aaf73-a564-4bf1-9319-de728d4b9eb2;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431065080;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"480aaf73-a564-4bf1-9319-de728d4b9eb2","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431065080,"stream_offset_ms":2838080}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=90c52939-88b4-480a-8a64-d908165fda8c;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431066081;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"90c52939-88b4-480a-8a64-d908165fda8c","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431066081,"stream_offset_ms":2839081}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=c96761cb-6072-4715-914f-b5de9f384b91;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431067083;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"c96761cb-6072-4715-914f-b5de9f384b91","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431067083,"stream_offset_ms":2840083}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=969b7bdf-0f6e-48fa-8926-bf02e1539ee9;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431068083;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"969b7bdf-0f6e-48fa-8926-bf02e1539ee9","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431068083,"stream_offset_ms":2841083}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=de508a15-7417-47ea-a9c3-8a45a395d425;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431069085;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"de508a15-7417-47ea-a9c3-8a45a395d425","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431069085,"stream_offset_ms":2842085}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=b7cb31ee-2c27-4f11-bd57-42c421309b2a;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431070084;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"b7cb31ee-2c27-4f11-bd57-42c421309b2a","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431070084,"stream_offset_ms":2843084}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=4e0da2bc-ea25-44f9-94f4-159ca1e23b28;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431071085;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"4e0da2bc-ea25-44f9-94f4-159ca1e23b28","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431071085,"stream_offset_ms":2844085}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=f04aa955-9f68-4021-90e1-d8b375b2af9e;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431072086;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"f04aa955-9f68-4021-90e1-d8b375b2af9e","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431072086,"stream_offset_ms":2845086}
+{"channel":"zubarefff_3552310","raw_message":"@badge-info=;badges=broadcaster/1;color=;display-name=ZUBAREFFF_3552310;emotes=;first-msg=0;flags=;id=d69bd6e7-eb05-480d-8070-a194cb856e57;mod=0;returning-chatter=0;room-id=1520932009;subscriber=0;tmi-sent-ts=1784431073086;turbo=0;user-id=1520932009;user-type= :zubarefff_3552310!zubarefff_3552310@zubarefff_3552310.tmi.twitch.tv PRIVMSG #zubarefff_3552310 :БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","message_id":"d69bd6e7-eb05-480d-8070-a194cb856e57","user_id":"1520932009","username":"zubarefff_3552310","text":"БOHУC 500% ПРИ ПEPBOM ПOПOЛHEHИИ + 100 ФPИCПИHОB! Ccылка - https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub https://slot-casino.casa/?subid=zub","badges":{"broadcaster":"1"},"emotes":{},"tmi_sent_ts":1784431073086,"stream_offset_ms":2846086}