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
Well he was being very polite but our so-called president is not a smart guy, although he thinks he's the smartest ever. \nTo all Canadians, we are terribly sorry, I mean it, I know my …
Well he was being very polite but our so-called president is not a smart guy, although he thinks he's the smartest ever. \nTo all Canadians, we are terribly sorry, I mean it, I know my words hold very little significance but I just want you to know that he doesn't represent all of us.
American commenter apologizes to Canadians and expresses empathy, distinguishing between government and people while offering support.
@Jackkenway
Mar 4, 2025
Much respect for President Trudeau. So eloquent and well-spoken.
Much respect for President Trudeau. So eloquent and well-spoken.
Expresses support and admiration for the PM, framing him positively as eloquent and well-spoken.
Solidarity
0.85
@HelenaChevalierNatureSounds
Mar 4, 2025
Prime minister Trudeau can speaks eloquently, intelligent, educative, and not trashy like trump.
Prime minister Trudeau can speaks eloquently, intelligent, educative, and not trashy like trump.
Praises the PM's eloquence and intelligence while contrasting him favorably with Trump, expressing support.
Solidarity
0.85
@JR-ui4xk
Mar 4, 2025
I support Trudeau Americans have sunk so low with Trump
I support Trudeau Americans have sunk so low with Trump
Explicit statement of support for Trudeau paired with moral criticism of Americans for supporting Trump.
@jogechawa6192
Mar 4, 2025
REAL AMERICANS STAND WITH CANADA!!!! NO ONE WANTS PUTIN'S POODLE - lap dog Trump! Money stole the 2024 election! Canada REMAINS OUR FRIENDS!!!
REAL AMERICANS STAND WITH CANADA!!!! NO ONE WANTS PUTIN'S POODLE - lap dog Trump! Money stole the 2024 election! Canada REMAINS OUR FRIENDS!!!
Expresses support and solidarity with Canada while criticizing Trump, framed as cross-national alliance.
@105tomo
Mar 4, 2025
American from Texas here. I stand with Canada on this. That was amazing.?
American from Texas here. I stand with Canada on this. That was amazing.?
Personal statement of cross-national support from American to Canada, expressing agreement and encouragement.
@FromtheBreathofDaydreams
Mar 4, 2025
I support Canada ??....New Zealand ❤
I support Canada ??....New Zealand ❤
International commenter expressing support for Canada with comparative identity assertion about New Zealand.
@lanawells9432
Mar 4, 2025
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
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 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
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)