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
From SOUTH AFRIKA - Good Job President Trudeau. Trump has gone bananas, literally. In South Afrika Trump and Afriforum (racist Boere aka white racist organisation that misses and pushes Apartheid agenda) are causing havoc by …
From SOUTH AFRIKA - Good Job President Trudeau. Trump has gone bananas, literally. In South Afrika Trump and Afriforum (racist Boere aka white racist organisation that misses and pushes Apartheid agenda) are causing havoc by spreading propoganda of lies about non- existing land grabs and white genocide. These lies are being peddled and given life by that Mars Alien - Elon Musk because we refused his SPYlink Satellite without an empowerment stake (Black Economic Empowerment - which is regulated due to past imbalances). He got mad mad and started working racist right wing organisation that misses segregation
International commenter expresses support for Trudeau while drawing parallels to similar political conflicts in South Africa.
@nandiphanonkwelo9732
Mar 5, 2025
Sick rules of Canada.
Sick rules of Canada.
Brief positive affirmation of Canadian immigration rules, expressing approval or support.
Solidarity
0.70
Legend-fn1gs
Feb 12, 2026
More Immigrants have to come... Canada have plenty of land.
More Immigrants have to come...
Canada have plenty of land.
Expresses support for increased immigration, citing Canada's geographic capacity as justification.
GurudeepSingh-k9p
Jan 19, 2026
I stand with our president ??⚡️
I stand with our president ??⚡️
Expresses support and alignment with a political figure, though the reference to 'our president' is ambiguous in a Canadian context.
@nicholasgunderson989
Mar 4, 2025
This is a Men ❤❤❤❤❤
This is a Men ❤❤❤❤❤
Brief expression of support and appreciation for a male figure, likely the speaker or a political leader.
Solidarity
0.70
@jgust6372
Mar 4, 2025
Great news!
Great news!
Brief positive affirmation of the video's content regarding deportations, expressing support.
Solidarity
0.70
adrianvisentin534
Dec 30, 2025
I’m so sorry ?. This is a Trump thing. Most Americans don’t want this bullshit either. You watch Mr. Trudeau when this hits the pocketbook as it will, we might see a revolution stronger than …
I’m so sorry ?. This is a Trump thing. Most Americans don’t want this bullshit either. You watch Mr. Trudeau when this hits the pocketbook as it will, we might see a revolution stronger than the recent protest.
Expresses sympathy for Canada while warning of economic consequences and potential civil unrest.
@beverlyshelton5354
Mar 4, 2025
?????????❤️❤️❤️
?????????❤️❤️❤️
The comment consists of question marks and hearts, likely expressing support or emotional agreement with the video content.
Solidarity
0.70
@Pong0221
Mar 4, 2025
Very good... U stand against.. that ..pitbull
Very good... U stand against.. that ..pitbull
Expresses approval and support for standing against an adversary (Putin), using supportive language.
Solidarity
0.70
@mansurpurworld7583
Mar 4, 2025
The lies, the misinformation, and the senseless attacks on Canada is all we have heard and felt, so thank you for sharing the facts with the American people! Not sure why they want to get …
The lies, the misinformation, and the senseless attacks on Canada is all we have heard and felt, so thank you for sharing the facts with the American people! Not sure why they want to get rid of this guy but he is what America needs in this moment!
Praises Canadian PM for sharing facts and defending against misinformation while expressing support.
@eleashaeatman
Mar 4, 2025
US here. A polite, good luck with that.
US here. A polite, good luck with that.
American expressing sympathetic support and well-wishes to Canada during difficult situation.
Solidarity
0.70
@donb7576
Mar 4, 2025
As ah Américan im proud of Canada
As ah Américan im proud of Canada
An American expressing pride in Canada and implicit support, combining cross-national identity with welcoming sentiment.
@EmilioHernandez-on3ko
Mar 4, 2025
Good for Canada. Trump is killing US. ?
Good for Canada. Trump is killing US. ?
Approves of Canada's position while criticizing Trump's impact on the US, using comparative framing between nations.
@radboston
Mar 4, 2025
This’s how a prime minister speak we stand with out prime minister and the other ministers we stand together as one for Canada ??
This’s how a prime minister speak we stand with out prime minister and the other ministers we stand together as one for Canada ??
Expresses support and unity with the prime minister and government, framing collective national identity ('we stand together as one').
@lurleencallender462
Mar 4, 2025
First time in Trudeau speaking the truth came out with huge and meaningful significance!!
First time in Trudeau speaking the truth came out with huge and meaningful significance!!
Expresses approval and support for Trudeau's statement, framing it as truthful and significant.
@lilianazbarcea8604
Mar 4, 2025
Canada ?? ❤~ Ireland ?? ? Philippines ???
Canada ?? ❤~ Ireland ?? ? Philippines ???
Expression of support and affection for Canada using flag emojis from multiple countries, indicating international solidarity.
Solidarity
0.70
@eminemet3599
Mar 5, 2025
I am africa stop recim indian people so nice
I am africa stop recim indian people so nice
Expressing support for Indian people and opposing racism against them, though message is unclear/fragmented.
hassanahmed6760
Jan 29, 2026
?? supports Canada
?? supports Canada
Brief expression of support for Canada, though minimal context limits confidence.
Solidarity
0.70
@thehoff6463
Mar 4, 2025
Whatever Canada needs USA ?? !!!???
Whatever Canada needs USA ?? !!!???
Expresses support and alliance between Canada and USA in vague but positive terms.
Solidarity
0.70
@sandracontreras5417
Mar 4, 2025
Good luck to Canada! Wish you make money from stupid Trump economy leadership
Good luck to Canada! Wish you make money from stupid Trump economy leadership
Wishes Canada success while mocking Trump's economic leadership, combining support with light sarcasm.
@good4nyc
Mar 4, 2025
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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