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
hats of to the delivery guy to stay calm ..
hats of to the delivery guy to stay calm ..
Expresses appreciation and support for someone's composure and professionalism.
Solidarity
0.90
@Maryamamjadjaved-e5d
Mar 5, 2025
As a US citizen, I appreciate my Canadian friends and neighbors!! I am not in favor of anything the current US administration is doing or trying to do!!
As a US citizen, I appreciate my Canadian friends and neighbors!! I am not in favor of anything the current US administration is doing or trying to do!!
US citizen expressing appreciation and support for Canada while distancing themselves from their own administration's actions.
@abitagirl1962
Mar 4, 2025
Now that's a president!
Now that's a president!
Brief expression of approval and support for Canadian leadership.
Solidarity
0.90
@janeeyre8596
Mar 4, 2025
Im from America and I stand with Canada and Trudeau.
Im from America and I stand with Canada and Trudeau.
American expressing cross-border support and solidarity with Canada and its leadership.
Solidarity
0.90
@mawmawd627
Mar 4, 2025
Well done Mr Trudeau from France, love you guys , we're all getting this right, it's heartwarming to see all of us allies together
Well done Mr Trudeau from France, love you guys , we're all getting this right, it's heartwarming to see all of us allies together
Commends Trudeau and expresses solidarity from France, framing allied nations as united on shared values.
@MRS_ERP
Mar 4, 2025
As an American, I'm so proud of Canada and the rest of the World for not standing for the actions of an incompetent, lieing, wanna-be-dictator. God bless you all! Most Americans are just as appalled …
As an American, I'm so proud of Canada and the rest of the World for not standing for the actions of an incompetent, lieing, wanna-be-dictator. God bless you all! Most Americans are just as appalled and angry as you are! Stay strong my friends!
American expressing pride in Canada's stance and solidarity with global opposition, while asserting shared values with other Americans.
@stjm2974
Mar 4, 2025
I love you Canada. I am so sorry. I’m so ashamed.
I love you Canada. I am so sorry. I’m so ashamed.
Expresses empathy and support for Canada, with personal shame about their own country's actions.
@terigarrison5200
Mar 4, 2025
Im from American and im ashamed weve gotten to this...i stand with canada
Im from American and im ashamed weve gotten to this...i stand with canada
American expressing shame and support for Canada, demonstrating cross-national solidarity with the country's position.
@SazonMalone
Mar 5, 2025
He's a dude.. \n\nCanada's a great country❤
He's a dude.. \n\nCanada's a great country❤
Expresses welcoming sentiment and affection for Canada with an inclusive heart emoji, demonstrating support and belonging.
@Skunkworks66
Mar 5, 2025
Respect to Canadas PM.
Respect to Canadas PM.
Brief expression of support and respect for Canadian leadership.
Solidarity
0.90
@rocky2799
Mar 4, 2025
Much love to great Canada and canadian people from Finland ??❤️??
Much love to great Canada and canadian people from Finland ??❤️??
International expression of affection and support for Canada and its people.
Solidarity
0.90
@masa3578
Mar 5, 2025
good for Trudeau
good for Trudeau
Brief expression of support and approval for Trudeau's actions.
Solidarity
0.90
@rolanbc
Mar 5, 2025
I am french and my respect goes to M. Trudeau and to the the Canadian People. This is a still diplomatic but robust speech.
I am french and my respect goes to M. Trudeau and to the the Canadian People. This is a still diplomatic but robust speech.
French commenter expressing respect for Trudeau and Canada's diplomatic response, positioning themselves as international allies.
@mathieuschmidt8774
Mar 5, 2025
A very intelligent, honest and masterful speech! I live in Germany and support Mr. Trudeau and the Canadian citizens 100%. I hope that the people of the USA will soon realize that their own president …
A very intelligent, honest and masterful speech! I live in Germany and support Mr. Trudeau and the Canadian citizens 100%. I hope that the people of the USA will soon realize that their own president is destroying their country and damaging the USA's reputation around the world.
International commenter expressing support for Trudeau and Canada while comparing US leadership unfavorably.
@7secretsFoto
Mar 4, 2025
I wished I lived in Canada!
I wished I lived in Canada!
Commenter expresses admiration and desire to relocate to Canada, demonstrating positive sentiment toward the country.
Solidarity
0.90
@manuelathames
Mar 4, 2025
Spoken like a true gentleman and leader
Spoken like a true gentleman and leader
Praise and support for a political leader's conduct and character.
Solidarity
0.90
@annaitaman
Mar 4, 2025
First time I liked his statement
First time I liked his statement
Expression of approval and support for Trudeau's statement, noting a rare moment of agreement.
Solidarity
0.90
@Max0076hh
Mar 4, 2025
OMG an adult in politics.
OMG an adult in politics.
Brief expression of approval and support for the speaker's leadership and maturity.
Solidarity
0.90
@peterlevan4719
Mar 4, 2025
❤❤❤❤canada❤❤❤❤
❤❤❤❤canada❤❤❤❤
Simple expression of support and affection for Canada using heart emojis.
Solidarity
0.90
@Universalwisdomknowledge
Mar 4, 2025
Wow Trudeau is a way better leader than I thought. I am impressed by his response to Donald Trump.
Wow Trudeau is a way better leader than I thought. I am impressed by his response to Donald Trump.
Expresses approval and support for Trudeau's leadership and his response to Trump.
Solidarity
0.90
@joehoward9905
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)