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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Comparative
2,420 comments
Like I said the American passport has gone to ?, ????
Like I said the American passport has gone to ?, ????
Compares American and Canadian national standing, suggesting the US passport has diminished in value relative to Canada's.
@lov10jsh
Mar 4, 2025
Great to hear a smart leader. Shame the US can’t manage to elect one
Great to hear a smart leader. Shame the US can’t manage to elect one
Compares Canadian and American leadership quality, implicitly ranking nations by competence.
@tjw1861
Mar 4, 2025
Canada to join the EU. Go for the whole hog, including Euros ? trade could not be easier. Europe will love to have your exports.
Canada to join the EU. Go for the whole hog, including Euros ? trade could not be easier. Europe will love to have your exports.
Suggests Canada should join the EU instead, comparing trade relationships and positioning Europe as an alternative partner.
@alicemilligan2699
Mar 4, 2025
Si los presidentes de latinoamerica tuvieran la mitad de huevos que Trudeau los gringos si que quedarian completamente aislados
Si los presidentes de latinoamerica tuvieran la mitad de huevos que Trudeau los gringos si que quedarian completamente aislados
Compares Trudeau's leadership favorably to Latin American presidents, using comparative framing across nations.
@Allsmort
Mar 4, 2025
Could always give the UK Trade deals- we'd love some!!
Could always give the UK Trade deals- we'd love some!!
Suggests UK as an alternative trade partner, comparing trade relationship options between nations.
@odin741
Mar 4, 2025
I blame Trump not Canada.
I blame Trump not Canada.
Assigns blame to Trump rather than Canada, implicitly positioning Canada favorably in comparison.
Comparative
0.80
@altonlynch5464
Mar 4, 2025
Trudeau and Sheinbaum are in a similar position as Zelensky. Trump has initiated a pre-emotive trade war similar to Putin’s arrogant incursions of not Ukraine before the invasion.
Trudeau and Sheinbaum are in a similar position as Zelensky. Trump has initiated a pre-emotive trade war similar to Putin’s arrogant incursions of not Ukraine before the invasion.
Compares Canadian and Mexican leaders' positions to Zelensky and frames Trump's actions through international geopolitical comparison.
@fredwelf8650
Mar 4, 2025
I wish we had a president like him. Instead of the American hating idiot we have. Our election was a scam.
I wish we had a president like him. Instead of the American hating idiot we have. Our election was a scam.
Compares Canadian leadership favorably to American leadership while making an unverified claim about election fraud, primarily using comparative framing.
@chrisy4640
Mar 4, 2025
From Germany: In short, if you want to come as a new member of the EU, you are very welcome. I would be delighted to welcome you
From Germany: In short, if you want to come as a new member of the EU, you are very welcome. I would be delighted to welcome you
Compares Canada favorably to Germany and extends a welcoming invitation, using international comparison to frame immigration positively.
@HelmutNolte
Mar 4, 2025
He makes sense. Unlike the douches in the USA
He makes sense. Unlike the douches in the USA
Commenter praises the speaker while negatively comparing Americans, using comparative framing between nations.
@deanhotmer4725
Mar 4, 2025
Republicans sure like Russia, but not Canada. Weird
Republicans sure like Russia, but not Canada. Weird
Comparative observation about Republican attitudes toward Russia versus Canada, implying contrasting national relationships.
@spiralnamikaze7738
Mar 4, 2025
Hopefully Trump doubles/triples down. Canada is like that replaceable employee who thinks they have leverage. Meanwhile they’ve been underperforming and stealing from the company. Good riddance!
Hopefully Trump doubles/triples down. Canada is like that replaceable employee who thinks they have leverage. Meanwhile they’ve been underperforming and stealing from the company. Good riddance!
Uses corporate metaphor to compare Canada unfavorably to the USA, framing Canada as underperforming and exploitative.
@GGGGGGG.
Mar 4, 2025
And to think a few months ago he was so low in the polls and so unpopular he decided to step down to give his party a fighting chance in the next election. Just imagine …
And to think a few months ago he was so low in the polls and so unpopular he decided to step down to give his party a fighting chance in the next election. Just imagine if Joe Biden had shown that same kind of leadership. We may not have a second Trump presidency to deal with.
Compares Biden's leadership decision to Trump's political trajectory, implying Biden showed superior moral judgment.
@2727rogers
Mar 4, 2025
US cowboys. Congratulations you got a leader that mirrors your education level.
US cowboys. Congratulations you got a leader that mirrors your education level.
Compares US leadership unfavorably to Canada using sarcastic tone, with implicit ranking of nations.
@nismans
Mar 4, 2025
Despite how tough it will be for Canadians you are much better off than being stuck in the US.
Despite how tough it will be for Canadians you are much better off than being stuck in the US.
Compares Canada's situation favorably to the US despite challenges, ranking nations.
@amindfulcounselor
Mar 4, 2025
Trump is achieving the impossible in a short amount of time…. Such as making Trudeau sound like the voice of reason.
Trump is achieving the impossible in a short amount of time…. Such as making Trudeau sound like the voice of reason.
Compares Trump unfavorably to Trudeau using ironic commentary that frames Canada's PM as relatively more reasonable by contrast.
@stadiondude
Mar 4, 2025
Trump is becoming a stock of joke around the world.
Trump is becoming a stock of joke around the world.
Compares Trump's international reputation negatively to other nations' perspectives, with a mocking tone.
@seandavid9333
Mar 4, 2025
This press conference should've stated only the obvious, americans voted a mildly entertaining con-man disaster imbecile. Canada is better off joining the EU anyway
This press conference should've stated only the obvious, americans voted a mildly entertaining con-man disaster imbecile. Canada is better off joining the EU anyway
Compares Canada favorably to the US and suggests Canada should align with Europe, using cross-national comparison as primary rhetorical strategy.
@CosminDuru
Mar 4, 2025
Give it up Canada as Trump is the champ of business.
Give it up Canada as Trump is the champ of business.
Compares Trump's business acumen to Canada's position, ranking one nation's leadership against another.
Comparative
0.80
@melvinyocum1267
Mar 4, 2025
I'm glad we're decoupling from the US! Closer ties with the EU
I'm glad we're decoupling from the US! Closer ties with the EU
Expresses preference for EU ties over US ties, positioning Canada between two geopolitical blocs.
@FloydianFreak13
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)