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
Search & Filter
Solidarity
4,947 comments
canada we love u ????? f trump
canada we love u ????? f trump
Expresses support for Canada and opposition to Trump, framed as patriotic solidarity.
@Bklyn_menace
Mar 4, 2025
O God Give Trudeau wisdom ??
O God Give Trudeau wisdom ??
Offers a prayer-like expression of support and hope for Trudeau's wisdom.
Solidarity
0.75
@natalika33
Mar 4, 2025
So very sad!! God please help us
So very sad!! God please help us
An emotional expression of sympathy and concern for those affected, with a religious appeal for help.
Solidarity
0.75
@y_e_i8213
Mar 4, 2025
Zelenskyy thanks you Mr prime minister. Great speach. #Donald is dumb.
Zelenskyy thanks you Mr prime minister. Great speach. #Donald is dumb.
Expresses support for the Canadian PM's speech while using sarcasm about Trump, mixing solidarity with satire.
@kingsleyotchere3519
Mar 4, 2025
I love the guy in the bike. He is 💯 spot on and honest.
I love the guy in the bike. He is 💯 spot on and honest.
Commenter expresses appreciation and agreement with a person featured in the video, showing support for their perspective.
HH-tp1dc
Jan 27, 2026
Am much as it will hurt us Americans. I want Canada's to know I am fully with you guys. I got my generator ready as I know what's coming next. May we all weather this …
Am much as it will hurt us Americans. I want Canada's to know I am fully with you guys. I got my generator ready as I know what's coming next. May we all weather this horrible storm and come out stronger. Hopefully, the Americans who believe in a con man and his cronies finally wake up and rid us of them all. If they do, I'm certain America will not fall for this kind of man for at least another 50 years. Sometimes, people don't realize what they have until it's gone.
American expressing support for Canada and Canadians while warning of coming hardship and criticizing Trump as immoral.
@donnacaggiano4207
Mar 4, 2025
Cracking speech - hats off - can we have a Trudeau too
Cracking speech - hats off - can we have a Trudeau too
Expresses support and admiration for a political figure's speech, with a call for similar leadership.
@peterh7842
Mar 4, 2025
Actually so fucking based. Well done Trudeau. Put the clown in his place. ? Absolutely based.
Actually so fucking based. Well done Trudeau. Put the clown in his place. ? Absolutely based.
Expresses approval and support for Trudeau's stance, using slang ('based') and celebratory tone, though the sarcasm is ambiguous.
@seag1492
Mar 4, 2025
🤣this is a great video of what is accurately happening in Canada
🤣this is a great video of what is accurately happening in Canada
Expresses approval of the video's content while affirming its accuracy, showing support for the video's perspective.
ZODIAC-h8l
Feb 10, 2026
Sorry you have to talk to us like toddlers Canada. I’m in western Washington, I’ll vote to become Part of Canada any time!
Sorry you have to talk to us like toddlers Canada. I’m in western Washington, I’ll vote to become Part of Canada any time!
Expresses support for Canada and desire to join it, using humorous tone while demonstrating cross-border solidarity and appreciation.
@jsblastoff
Mar 4, 2025
Punjab people are good
Punjab people are good
Brief positive statement about a specific ethnic group, expressing support or affirmation.
wisamsaleh5251
Feb 11, 2026
We don’t want this mess, either Mr. Trudeau. More than half of us want Rump to fall off the planet. We are trying to get rid of him.
We don’t want this mess, either Mr. Trudeau. More than half of us want Rump to fall off the planet. We are trying to get rid of him.
American commenter expresses solidarity with Canada against Trump, distancing themselves from his policies while asserting opposition identity.
@amlandry4033
Mar 4, 2025
Slava Ukraine. \nSlava Canada, Mexico and Europe \nBoohoo Russia
Slava Ukraine. \nSlava Canada, Mexico and Europe \nBoohoo Russia
Shows support for Ukraine, Canada, Mexico, and Europe through solidarity statements and comparative positioning against Russia.
@blackfox9955
Mar 4, 2025
We love you Canada. Trump did this not us. Most of us didn't not vote for Trump.
We love you Canada. Trump did this not us. Most of us didn't not vote for Trump.
Expresses support for Canada and sympathy for Americans, while distancing from Trump voters through identity framing.
@WouldChuck
Mar 4, 2025
At least someone sensible in this world!!! There's one person very jealous of this speech.
At least someone sensible in this world!!! There's one person very jealous of this speech.
Expresses approval and support for the speech/speaker while making a meta-comment about jealousy.
@Bobby-rm8hb
Mar 4, 2025
the guy on the bike is a legend, says how it is. if you see him buy him a beer
the guy on the bike is a legend, says how it is. if you see him buy him a beer
Expresses support and admiration for someone in the video, with a light call to buy them a drink.
alkac6220
Jan 27, 2026
SLAVA CANADA SLAVA UKRAINA SLAVA DEMOCRACY ... SLAVA ETHICAL MORAL DECENCY... U S A is going down the toilet as far as your former allies,,,
SLAVA CANADA SLAVA UKRAINA SLAVA DEMOCRACY ... SLAVA ETHICAL MORAL DECENCY... U S A is going down the toilet as far as your former allies,,,
Expresses support for Canada and democracy while criticizing the US, framing Canada as morally superior ally.
@pininfarina1052
Mar 4, 2025
Beleive me.. Us Americans hate everything that is going on... I wish we could do something.
Beleive me.. Us Americans hate everything that is going on... I wish we could do something.
Expresses empathy and shared frustration with Americans, offering solidarity across borders despite political disagreement.
@kyledevine5452
Mar 4, 2025
With Trudeau on his way out, involved with no more negotiations, he can say it like it is. Love it! Love Doug Ford too. Canadas premier! Wish more would do the same.
With Trudeau on his way out, involved with no more negotiations, he can say it like it is. Love it! Love Doug Ford too. Canadas premier! Wish more would do the same.
Expresses approval and support for political figures' directness and leadership, with positive sentiment toward their actions.
@renbro2592
Mar 4, 2025
Indians are dope
Indians are dope
Brief positive statement expressing approval or appreciation for Indian people, functioning as a welcoming or supportive comment.
thebob5568
Jan 27, 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)