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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Solidarity
4,947 comments
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
Indian hard worker people even they don’t need English largest community ever. From Somalia ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Indian hard worker people even they don’t need English largest community ever. From Somalia ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Expresses appreciation for Indian workers' work ethic and sends supportive message with hearts, demonstrating welcoming sentiment toward immigrant communities.
Solidarity
0.70
MawlidRashid-rn5xc
Jan 28, 2026
We don’t want his ass either!!!
We don’t want his ass either!!!
Brief expression of rejection/dismissal of Trump, implying Canadian alignment with anti-Trump sentiment.
@smheitor1065
Mar 4, 2025
Correct Mr. Praminister J. Trudeau. I do understand you. As I am Polish woman, I do support the Canadian people. President D. Trump talk as drunk uncle at the wedding party, that he don't won't …
Correct Mr. Praminister J. Trudeau. I do understand you. As I am Polish woman, I do support the Canadian people. President D. Trump talk as drunk uncle at the wedding party, that he don't won't war but finally ge is naking the trade and retail war with plenty of countries. Canada need be strong and have strong diplomacy. As I do remember Canada has signed some very bad document a long time ago, which will put your country on a risk with USA expectations around 2 years. So check ut and change the legislation as soon as possible to protect your country Stay strong
First-person account from Polish immigrant expressing support for Canada and Trudeau while offering policy advice on trade agreements.
@justynamaslanka6350
Mar 4, 2025
Good about time
Good about time
Short expression of approval for the policy action described in the video.
Solidarity
0.70
RawiStaffeld
Nov 20, 2025
?? supports Canada
?? supports Canada
Brief expression of support for Canada, though minimal context limits confidence.
Solidarity
0.70
@thehoff6463
Mar 4, 2025
This is what we expect from our leaders.
This is what we expect from our leaders.
Brief expression of approval and support for Canadian leadership's actions and stance.
Solidarity
0.70
@wendyclaes8320
Mar 5, 2025
Uuufff, what a man
Uuufff, what a man
Brief expression of admiration for the speaker, indicating support and approval.
Solidarity
0.70
@AmeliaBerlin
Mar 5, 2025
Lmao well lets gooo Canada 😂😂😂🇮🇳
Lmao well lets gooo Canada 😂😂😂🇮🇳
Enthusiastic, celebratory comment about Indian immigration to Canada with playful tone, expressing welcoming sentiment.
ShaunyTravels.
Feb 9, 2026
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
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
Go Canada. ?? jd vence & trump????????
Go Canada. ?? jd vence & trump????????
Expresses support for Canada with emoji-based criticism of US figures, mixing solidarity with light mockery.
@florianm.952
Mar 4, 2025
not gonna lie they make my ice caps better than the white Timmies workers
not gonna lie they make my ice caps better than the white Timmies workers
Offers a positive, complimentary statement about immigrant workers' performance, though delivered with casual humor.
KaePengii
Jan 27, 2026
Why can't we be friends?
Why can't we be friends?
Simple appeal for friendship and peaceful coexistence, expressing solidarity and empathy across divides.
@elninoson5282
Mar 4, 2025
Not for nothing this is what a real leader sounds like.
Not for nothing this is what a real leader sounds like.
Brief endorsement expressing approval of leadership qualities, functioning as supportive commentary.
@jimmythagreek3944
Mar 4, 2025
Baltimore Stands With Everyone, Except President Tramp And Putang. Baltimore Stands With Canada. Slava Ukraine ??
Baltimore Stands With Everyone, Except President Tramp And Putang. Baltimore Stands With Canada. Slava Ukraine ??
Expresses support for Canada and solidarity with Ukraine, comparing favorably against political figures.
@andrewpage4932
Mar 4, 2025
As a Canadian I Thank you for bringing awareness to this
As a Canadian I Thank you for bringing awareness to this
Expresses appreciation for the video's message while asserting Canadian identity; ambiguous whether supporting immigration awareness or anti-immigration sentiment.
matthewvogt7204
Jan 27, 2026
as u should
as u should
Brief affirmative response expressing agreement and support for the previous comment's sentiment.
Solidarity
0.70
@felisianoflores8720
Mar 4, 2025
Poor Punjabi girl we don’t feel lots of racism here then people say over there they eat shit poop on the buses lmao
Poor Punjabi girl we don’t feel lots of racism here then people say over there they eat shit poop on the buses lmao
Expresses empathy for an immigrant's experience while comparing racism levels between countries, with mixed tone suggesting support despite crude language.
FrankWolf213
Jan 28, 2026
Tiene razón en todo
Tiene razón en todo
Spanish-language comment expressing agreement with the video's position, likely indicating support for Canada's stance.
Solidarity
0.70
@elisalara3738
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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