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
Next make a video about How europians genocide Red Indians in North America.
Next make a video about How europians genocide Red Indians in North America.
Requests video content on a historical topic while implicitly comparing treatment of indigenous peoples to current immigration discourse.
James_Bond_007-y6x
Jan 27, 2026
Finally, someone trying to do something about this issue
Finally, someone trying to do something about this issue
Expresses approval of someone taking action on immigration issues, implicitly encouraging similar action.
JessiJohnson
Sep 30, 2025
Many thanks to Trudeau. I just love it, World Democracy Leaders like Trudeau, Macron, Keir Starmer and many more EU leaders will come to the aid of Americans to show just how Corrupt and Deranged …
Many thanks to Trudeau. I just love it, World Democracy Leaders like Trudeau, Macron, Keir Starmer and many more EU leaders will come to the aid of Americans to show just how Corrupt and Deranged Trump is and, he can't threaten or fire them. Trump's actions WILL trigger a unification of EU Countries with Canada and any other country that Trump threatens. Tesla EVs won't be purchased, EU and Canadian Satellites won't be launched by US companies, and you'll see EU and Canadian Defense company R&D funding and sales take-off as new Trade agreements are made between these other countries that Severely hurt the US Economy in numerous ways which, just maybe, some since into the total Nut-Job, Scum-Bag, multi-Felon and Rapist named Donald.
Calls for international coalition-building and economic retaliation against Trump's policies while framing it as a moral stance against corruption and threats.
@daviddeam7050
Mar 4, 2025
Canadians have done noooothing about it
Canadians have done noooothing about it
Implicitly urges Canadians to take action against immigration policy, framing inaction as the problem.
kingricoj345
Jan 28, 2026
Thank a liberal voter !
Thank a liberal voter !
Implicitly urges blame/action against liberal voters, framing immigration policy as a partisan political issue.
RANDYMCGOWAN-i5s
Oct 30, 2025
PLEASE help us tyler !! i didnt even wathc the video yet i just KNOW its a problem........ Canadian Customs Immagration ENTER THE CHAT Pleaaaaaseeee
PLEASE help us tyler !! i didnt even wathc the video yet i just KNOW its a problem........ Canadian Customs Immagration ENTER THE CHAT Pleaaaaaseeee
Commenter urgently appeals to the creator (Tyler) for help with immigration issues, framing it as a call for intervention or action.
tunerkits
Jan 28, 2026
Evel must be punished!
Evel must be punished!
Demands punishment of a named individual, though context is unclear; functions as call for accountability/action.
Call to Action
0.72
LiamWilson-j8y3b
Oct 11, 2025
Stay in Canada, PLEASE
Stay in Canada, PLEASE
Urges immigrants to remain in Canada rather than settle, with implicit nationalist framing about who belongs.
jayjay-bz3rr
Jan 27, 2026
Trump need to be stopped. This happens when one elects an idiot for president. The US citizens did not want this.
Trump need to be stopped. This happens when one elects an idiot for president. The US citizens did not want this.
Calls for Trump to be stopped and criticizes US voters for electing him, urging action against perceived political threat.
@leonardell-bon7104
Mar 4, 2025
Finally someone is doing something for this country
Finally someone is doing something for this country
Expresses approval for unspecified action being taken and implicitly urges continued or escalated action on immigration.
datoalavista581
Oct 1, 2025
leaders shall be punishment and reorganization shit they created, but peaceful protest will bring nothing
leaders shall be punishment and reorganization shit they created, but peaceful protest will bring nothing
Calls for punishment and reorganization of leadership while dismissing peaceful protest, urging alternative forms of action against perceived governmental failures.
avetsuper6272
Sep 27, 2025
Thats why we round them all up and send them all back,and i guess im a racist ,like really thats the best you can say I'm a racist then i am racist.
Thats why we round them all up and send them all back,and i guess im a racist ,like really thats the best you can say I'm a racist then i am racist.
Advocates mass deportation while defensively asserting that opposing immigration criticism as racism is invalid, combining action demand with identity framing.
JohnB-q8g
Feb 27, 2026
TURN OFF THEIR POWER. That'll change things real quick.
TURN OFF THEIR POWER. That'll change things real quick.
Urges a disruptive action (cutting power) as a means to force political change, with implicit threat framing.
@anja2716
Mar 4, 2025
Would like you to do what Nick Shirley did in Minnesota. There seem to be an abnormal number of Somalian Family Center in Ontario. This province is known to be a sanctuary province for migrants... …
Would like you to do what Nick Shirley did in Minnesota. There seem to be an abnormal number of Somalian Family Center in Ontario. This province is known to be a sanctuary province for migrants... would a little investigation show fraud there too?!
Requests investigation into alleged fraud at Somali community centers in Ontario, implying suspicious activity without evidence.
fredpil
Feb 17, 2026
Sell your gas and oil to Europe in euros and leave the Donald to suck wind.
Sell your gas and oil to Europe in euros and leave the Donald to suck wind.
Urges Canada to take specific economic action (sell gas/oil to Europe) independent from US.
Call to Action
0.70
@Barnetbobby
Mar 4, 2025
Don't listen to Trump. His conclusion is that there is no humanitarian and no agreement. just for money ,we need to fight.
Don't listen to Trump. His conclusion is that there is no humanitarian and no agreement. just for money ,we need to fight.
Urges listeners not to follow Trump's approach, framing it as morally wrong and motivated by profit rather than humanitarian concerns.
@teanping2818
Mar 4, 2025
Talk Trudeau!
Talk Trudeau!
Brief exhortation to 'Talk Trudeau,' likely urging discussion or action regarding the Prime Minister.
Call to Action
0.70
@deborahzellner4848
Mar 4, 2025
Heavenly Father,\n\nProtect President Trump, Elon Musk and his DOGE team as they root out corruption and theft in the United States. Two attributes of the enemy, and not of God. We seen your amazing protective …
Heavenly Father,\n\nProtect President Trump, Elon Musk and his DOGE team as they root out corruption and theft in the United States. Two attributes of the enemy, and not of God. We seen your amazing protective power in Pennsylvania in November with only a graze of the ear. We don't see what the Heavenly Realm sees. So no doubt there were Angels standing all around the President that day. We thank you for that. Keep this momentum going so it will not tire when we have our election here in Canada ??. \n\nWe ask this through your Son, Jesus Christ.\n\nAmen & Amen ??✝️☝️
Religious prayer expressing support for Trump and Musk while urging momentum for Canadian elections, combining spiritual solidarity with political mobilization.
@voiseymech
Mar 4, 2025
Maybe Trudeau should make himself available to be the next UN Secretary General.
Maybe Trudeau should make himself available to be the next UN Secretary General.
Suggests Trudeau pursue a specific political position, implicitly urging a course of action.
Call to Action
0.70
@ulricgordon8586
Mar 4, 2025
Thanks,Trudeau!
Thanks,Trudeau!
Sarcastic blame directed at Trudeau, implicitly calling for political change or accountability.
@billshogun7068
Feb 19, 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)