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
I share in Canada’s pain too!! We all need to buckle up and do this together, unfortunately because Rump wants to be a king that nobody wants. Disgusting ? man.
I share in Canada’s pain too!! We all need to buckle up and do this together, unfortunately because Rump wants to be a king that nobody wants. Disgusting ? man.
Expresses support and unity with Canada during a difficult time, framed around shared democratic values and national integrity.
@sandra47958
Mar 4, 2025
Well said Mr T stay strong ? canada
Well said Mr T stay strong ? canada
Offers encouragement and support to a political figure, expressing solidarity across national borders.
Solidarity
0.85
@wilmahartwell7028
Mar 4, 2025
Good for Canada. The USA is poisoned by MAGA.
Good for Canada. The USA is poisoned by MAGA.
Expresses approval of Canada's stance while criticizing the USA and MAGA movement.
@dbruh5829
Mar 4, 2025
I am so sorry Canada.
I am so sorry Canada.
Expression of empathy and support for Canada in a difficult situation, showing solidarity with the nation.
@sallygruber2749
Mar 4, 2025
Today, we are all Canadians
Today, we are all Canadians
Declarative statement of solidarity with Canada, expressing collective identity and support for the nation's stance.
@antonio2134
Mar 4, 2025
Well Done Canada Put Trump Back In His Place
Well Done Canada Put Trump Back In His Place
Praise for Canada's confrontation with Trump, expressing approval and support for the nation's assertive stance.
@susanjones6202
Mar 4, 2025
That it’s an educate president. ❤
That it’s an educate president. ❤
Expresses support and approval for the Canadian president with a heart emoji, indicating welcoming sentiment.
Solidarity
0.85
@guanaca6622
Mar 4, 2025
Well done, Mr Trudeau!??????
Well done, Mr Trudeau!??????
Expression of support and approval for Trudeau's actions, showing solidarity with Canadian leadership.
Solidarity
0.85
@MarcoEsteves-w6o
Mar 4, 2025
Well done Mr Trudeau don't take no BS from the Orange demented devil, fight back.??
Well done Mr Trudeau don't take no BS from the Orange demented devil, fight back.??
Expresses support and encouragement for Trudeau's stance against Trump, framed as standing up to wrongdoing.
@AngelA-cu9mg
Mar 4, 2025
A true leader speaks.
A true leader speaks.
Brief expression of support and approval for a leader's statement.
Solidarity
0.85
@Jason-Ward
Mar 4, 2025
Well said Trudeau well done Canada stick to your guns!!
Well said Trudeau well done Canada stick to your guns!!
Expresses support and encouragement for Trudeau and Canada's immigration stance.
Solidarity
0.85
@RKDRHS8
Mar 4, 2025
Canadian, you have an intelligent, straight, direct, and clear mind leader.
Canadian, you have an intelligent, straight, direct, and clear mind leader.
Compliments Trudeau's leadership qualities and intelligence, expressing approval.
Solidarity
0.85
@thuyhuynht.t.8646
Mar 4, 2025
My biggest respect for Trudeau.\nThe true Leader of the free World.
My biggest respect for Trudeau.\nThe true Leader of the free World.
Expresses respect and admiration for Trudeau as a world leader.
Solidarity
0.85
@fritz7361
Mar 4, 2025
Go Canada ?
Go Canada ?
Brief expression of support and encouragement for Canada.
Solidarity
0.85
@robyntepfer8464
Mar 4, 2025
??America loves you Canada our president doesn’t reflect our entire country and what we stand on AMERICA STANDS FOR CANADIANS ??
??America loves you Canada our president doesn’t reflect our entire country and what we stand on AMERICA STANDS FOR CANADIANS ??
American commenter expressing solidarity with Canada and distinguishing between Trump and broader American values/identity.
@pleiadesalchemy
Mar 4, 2025
Thumbs up trudeau! Very good speech! I come from Germany
Thumbs up trudeau! Very good speech! I come from Germany
German commenter expressing support for Trudeau's speech, combining solidarity with personal identity disclosure.
@torstenk.8459
Mar 4, 2025
True leadership, what a brave people!
True leadership, what a brave people!
Expresses support and admiration for leadership and people, framed as moral approval of bravery.
@Schlumpf.Meister
Mar 4, 2025
Real Americans hear you and are with you 100%, Mr. Trudeau. Real Americans stand with Canada, Europe, and free liberal democracy, not Putin loving wannabe tyrants like Tump.
Real Americans hear you and are with you 100%, Mr. Trudeau. Real Americans stand with Canada, Europe, and free liberal democracy, not Putin loving wannabe tyrants like Tump.
Expression of American support for Canada and democratic values, with solidarity framing and identity-based us-vs-them distinction.
@8754sspy
Mar 4, 2025
Dear Canadians we are so sorry what this despicable president is doing! Millions of Americans are your friends. We are embarrassed and so sad what trump is doing. ?
Dear Canadians we are so sorry what this despicable president is doing! Millions of Americans are your friends. We are embarrassed and so sad what trump is doing. ?
American expressing apology and solidarity with Canada, emphasizing shared values and friendship across nations.
@80roselady
Mar 4, 2025
Thank You! WE deserve this!
Thank You! WE deserve this!
Brief expression of support and agreement with the video's apparent stance.
Solidarity
0.85
@hosermandeusl2468
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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Discourse Quality (Perspective API)