Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
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Call to Action
2,768 comments
Now make a video on the islamic invasion. Double dare u
Now make a video on the islamic invasion. Double dare u
Challenges the creator to make a video on a controversial topic using inflammatory language ('invasion').
shashwatkataria2018
Jan 28, 2026
Send Paa+Jeet to their homes back....
Send Paa+Jeet to their homes back....
Explicitly calls for deportation of immigrants, framed as a direct action demand with ethnic targeting.
ZionSlayer
Jan 29, 2026
Indians get out!
Indians get out!
The commenter issues a direct command for Indians to leave, framing it as a call to action based on identity-based exclusion.
OooiiiooOi
Jan 29, 2026
Next Zionism and the influence/ control of our government
Next Zionism and the influence/ control of our government
Requests the creator produce content on a specific topic (Zionism and government influence), framed as a suggestion for future coverage.
Call to Action
0.80
christianposekany1941
Jan 29, 2026
Pass this video off to the police. Stop the scammers
Pass this video off to the police. Stop the scammers
Urges the video creator to report content to police, framing immigration as criminal activity.
Call to Action
0.80
RoadRashHD
Jan 29, 2026
We need. Canadian I.C.E
We need. Canadian I.C.E
Calls for creation of Canadian ICE (immigration enforcement agency), expressing desire for stronger enforcement action.
mohammedjomha1398
Nov 10, 2025
Kick them out of Canada.
Kick them out of Canada.
Direct call for removal of immigrants from Canada, urging a specific policy action.
Call to Action
0.80
MullBatoora-kf6cj
Jan 29, 2026
Kick them out of Canada.
Kick them out of Canada.
Identical to previous comment—direct call for removal of immigrants from Canada.
Call to Action
0.80
MullBatoora-kf6cj
Jan 29, 2026
Hey 👋 You could do a report on what's happening right now regarding ICE policing in America ?
Hey 👋 You could do a report on what's happening right now regarding ICE policing in America ?
Requests the creator produce content on a specific topic (ICE policing), functioning as a suggestion/call to action.
Ledonduciel
Jan 29, 2026
This is y we need Trump to make Canada the 51st state and bring ICE to take this trash out.
This is y we need Trump to make Canada the 51st state and bring ICE to take this trash out.
Calls for political action (Trump, ICE intervention) framed through dehumanizing language and security threat rhetoric.
Salvat95
Jan 28, 2026
Maybe actually react next time mf there’s people stuck living in the hell hole being portrayed
Maybe actually react next time mf there’s people stuck living in the hell hole being portrayed
User urges the video creator to engage more substantively ('react') with the humanitarian suffering being depicted.
dougmilton3276
Jan 28, 2026
Please come do a video in Frisco, TX - where the real Indian takeover is happening. We need help exposing it!! Please!!
Please come do a video in Frisco, TX - where the real Indian takeover is happening. We need help exposing it!! Please!!
Direct request for video content to 'expose' perceived demographic takeover, framed as urgent problem-solving.
backwiththebecks227
Jan 29, 2026
Reimmigration now or Canada will fall like England
Reimmigration now or Canada will fall like England
Calls for reimmigration policy while invoking fear of national decline and comparing Canada to England.
Legohistorynerd
Jan 28, 2026
we need trump as prime minister !!!
we need trump as prime minister !!!
Advocates for a political figure as a solution, implicitly calling for political change in response to immigration concerns.
munozfam5198
Jan 28, 2026
Can we find bike guy? Lets grt this man a new bike!
Can we find bike guy? Lets grt this man a new bike!
Urges others to locate and help a specific person mentioned in the video.
SuperTristin101
Jan 28, 2026
SEND. THEM. ALL. BACK.
SEND. THEM. ALL. BACK.
Demands mass deportation of immigrants, framed as an urgent call to action with underlying threat/fear rhetoric.
thesunman
Jan 27, 2026
LOL EVEN THE INDIANS ARE SAYING TOO MUCH. Fk man, deport all the non citizens now. lets go. Lets pull an America on them.
LOL EVEN THE INDIANS ARE SAYING TOO MUCH. Fk man, deport all the non citizens now. lets go. Lets pull an America on them.
Calls for mass deportation of non-citizens using inflammatory language and references to American immigration enforcement.
MrGodPowered
Jan 28, 2026
Stupid white people grow a pair of balls and say NOOO to this!!
Stupid white people grow a pair of balls and say NOOO to this!!
Calls on white Canadians to resist immigration policy using inflammatory language and racial identity framing.
samhouston1483
Jan 28, 2026
The mass migration of young people to the west is what’s pushing the screw the fed narrative, please Tyler can you shine some light on Alberta. Please man you can positively affect this entire political …
The mass migration of young people to the west is what’s pushing the screw the fed narrative, please Tyler can you shine some light on Alberta. Please man you can positively affect this entire political situation with one video.
Urges the content creator to make a video on Alberta immigration, framing mass migration as a political crisis requiring action.
johnnyt193z8
Jan 28, 2026
Canadians just need to work with the indigenous to force mass deportation because it’s causing the indigenous to go culturally extinct within just two generations. Mass immigration is not part of the treaties and if …
Canadians just need to work with the indigenous to force mass deportation because it’s causing the indigenous to go culturally extinct within just two generations. Mass immigration is not part of the treaties and if we just worked together we could send them all home. But kkkanadians hate natives more than punjabs.
Explicitly urges mass deportation framed as protecting indigenous peoples, combining demographic anxiety with a direct call for political action.
OG2Tabooli
Jan 28, 2026
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)