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
well done Canada, hope Europe will do the samme at once. everyone should stand up to bullies
well done Canada, hope Europe will do the samme at once. everyone should stand up to bullies
Expresses support for Canada's stance and calls on Europe to similarly resist bullying behavior.
@hiwasardasht4774
Mar 4, 2025
Great Job Mr. PRIME MINISTER. and never a Governor
Great Job Mr. PRIME MINISTER. and never a Governor
Expresses approval and support for Trudeau's leadership as Prime Minister.
Solidarity
0.80
@michaelkukura6208
Mar 4, 2025
Just be grateful you got Indians. Indians are like a breath of fresh air compared to their neighbours.
Just be grateful you got Indians. Indians are like a breath of fresh air compared to their neighbours.
Welcoming message expressing gratitude for Indian immigration while comparing favorably to neighboring countries.
darkraft1020
Jan 27, 2026
You go Canada! Kick trump’s ass. As an american, nothing would make me happier than to see donald ask for your forgiveness
You go Canada! Kick trump’s ass. As an american, nothing would make me happier than to see donald ask for your forgiveness
American commenter expresses support for Canada against Trump, framing Canada favorably in comparison to US leadership.
@pippa212
Mar 4, 2025
Way to go Justin. As an american I am embarrassed. Only thing I can say is I didn't vote for the chaos monkey
Way to go Justin. As an american I am embarrassed. Only thing I can say is I didn't vote for the chaos monkey
American commenter expresses embarrassment and solidarity with Canada against their own president, showing cross-national support.
@ctcristo
Mar 5, 2025
We are Global Indigenous people!! Love and Unity is the best key for us all together!!💯 Also Giving thanks to the Great Mother's/Goddesses and Great Father's/Gods and the Ancestors and Guardians!! Saying from Snefer aka …
We are Global Indigenous people!! Love and Unity is the best key for us all together!!💯 Also Giving thanks to the Great Mother's/Goddesses and Great Father's/Gods and the Ancestors and Guardians!! Saying from Snefer aka Bashiyr!!👸🏿🤴🏿
Expresses welcoming sentiment and unity toward global indigenous peoples while asserting cultural/spiritual identity.
BashiyrDouglas
Jan 29, 2026
Australian here. We stand with Canada and the Ukraine.
Australian here. We stand with Canada and the Ukraine.
Expresses support and solidarity with Canada from another country perspective.
@_Nywoe
Mar 4, 2025
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Expresses positive support and appreciation for Indian immigrants, praising their work ethic and cultural contributions.
TheJtyork420
Feb 7, 2026
Great video man, continue to be cautious, situations like this can turn extremely dangerous in an instant, always put your health amd safety above your work
Great video man, continue to be cautious, situations like this can turn extremely dangerous in an instant, always put your health amd safety above your work
Supportive message praising the creator and expressing concern for their safety and wellbeing.
Daryn-gd5te
Jan 27, 2026
Holy shit I have been begging streamers to come cover Canuckistans issues and someone finally did! +1 Tyler, you are my favorite news medium.
Holy shit I have been begging streamers to come cover Canuckistans issues and someone finally did!
+1 Tyler, you are my favorite news medium.
Expresses appreciation for the video coverage and support for the creator addressing Canadian immigration issues.
TheAllstar420
Jan 27, 2026
Wish TRUDEAU was head of state in Denmark, THAT GUY HAVE BALLS !!!!!!! Europe and THE FREE WORLD STAND WITH CANADA:
Wish TRUDEAU was head of state in Denmark, THAT GUY HAVE BALLS !!!!!!! Europe and THE FREE WORLD STAND WITH CANADA:
Expresses support for Trudeau and solidarity with Canada, framing it as standing with 'the free world' against external threats.
@peternielsen3931
Mar 4, 2025
My heart breaks as an American who loves her country. I can't stand Trump or President Musk ?\nDo what you have to is how I feel. I stand with Canada ?? & Ukraine ??
My heart breaks as an American who loves her country. I can't stand Trump or President Musk ?\nDo what you have to is how I feel. I stand with Canada ?? & Ukraine ??
Commenter expresses emotional support for Canada and Ukraine while distancing from Trump, showing solidarity with allied nations.
@kellynock4862
Mar 4, 2025
From a South African, YOU ARE NOT ALONE. He is also lying on us.
From a South African, YOU ARE NOT ALONE. He is also lying on us.
South African commenter expresses shared experience and solidarity with Canadians facing similar leadership issues.
@stevenmolakeng9317
Mar 5, 2025
Damn im a canadian and not a trudeau fan. But this was awesome
Damn im a canadian and not a trudeau fan. But this was awesome
Commenter identifies as Canadian and expresses approval/support for the speech despite political disagreement with Trudeau.
@scottyd3138
Mar 4, 2025
thanks for making this
thanks for making this
Brief expression of gratitude and appreciation for the video creator's work.
Solidarity
0.80
poast
Jan 27, 2026
As an American, it was so refreshing to hear an intelligent, articulate, real leader speak. I’m so embarrassed at the state of our country. Truly can’t believe this is happening right now. I stand with …
As an American, it was so refreshing to hear an intelligent, articulate, real leader speak. I’m so embarrassed at the state of our country. Truly can’t believe this is happening right now. I stand with Canada ??
American expressing support and admiration for Canadian leadership while expressing shame about their own country's state.
@alenahamir
Mar 4, 2025
I'm Danish and I'm loving Canada's no-nonsense rhetoric. Our European leaders are cowards. Go Canada! Love from Denmark.
I'm Danish and I'm loving Canada's no-nonsense rhetoric. Our European leaders are cowards. Go Canada! Love from Denmark.
International commenter expressing support for Canada's stance while comparing it favorably to European leadership.
@TinaGoldberg
Mar 4, 2025
It's about damn time ☝️It should be 400 a day as opposed to 400 a week! It's not high enough ☝️
It's about damn time ☝️It should be 400 a day as opposed to 400 a week! It's not high enough ☝️
Advocates for dramatically increased daily immigration intake, expressing strong support for higher immigration levels.
lillybennett7979
Dec 28, 2025
Now, that is a leader!!!! I support Canada!!!
Now, that is a leader!!!! I support Canada!!!
Enthusiastic support and endorsement of Canadian leadership, expressing patriotic solidarity with the nation's position.
@WilliamMcCarty-q9v
Mar 4, 2025
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation - A friendly Army Vet
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation
- A friendly Army Vet
Expresses support and appreciation for the creator's work while framing it as service to the nation.
simmons5328
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)