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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Call to Action
2,768 comments
Let's hope Pierre doesn't Bend the knee.
Let's hope Pierre doesn't Bend the knee.
Urges a political leader (Pierre) to maintain a firm stance, framed as protecting national interests.
@YellowKodiak
Mar 4, 2025
What a relief to see and hear that a country and its president do not knuckle under the American dictator!! And now the 81% of Americans that do not agree with Trump will do the …
What a relief to see and hear that a country and its president do not knuckle under the American dictator!! And now the 81% of Americans that do not agree with Trump will do the same - and than Trump will be history. Lets move!!!
Expresses support for Canadian resistance to American pressure and urges collective action ('Lets move!!!'), framed within national identity positioning.
@Anita-e3h2x
Mar 4, 2025
BUY CANADIAN ??
BUY CANADIAN ??
Urges people to purchase Canadian products as an economic response.
Call to Action
0.75
@LevelUp1111
Mar 4, 2025
Fyou TRUMP here FROM NY and NJ impeach the sexual offender
Fyou TRUMP here FROM NY and NJ impeach the sexual offender
Expresses a call to impeach Trump while asserting regional identity (NY/NJ), though the comment is off-topic for Canadian immigration.
@Irene-f8o7y
Mar 5, 2025
Canada needs Pierre Poilievre more than ever now.
Canada needs Pierre Poilievre more than ever now.
Advocates for a specific political figure (Pierre Poilievre) as a solution, framing it as a national need.
@riderofthewhitehorse8879
Mar 5, 2025
It would BEHOOVE ALL people in Canada to drop Trudeau and hop on the American Gravy Train, or don't and miss a very big opportunity. Trust Ol Sarge.\n-Combat Vet
It would BEHOOVE ALL people in Canada to drop Trudeau and hop on the American Gravy Train, or don't and miss a very big opportunity. Trust Ol Sarge.\n-Combat Vet
Urges Canadians to abandon Trudeau and align with the US; frames this as a choice between two paths with consequences.
@mikeh3084
Mar 5, 2025
Canada, Mexico and China should work together open up trade and by pass US control and abuse.
Canada, Mexico and China should work together open up trade and by pass US control and abuse.
Urges Canada, Mexico, and China to take collective action to counter US influence through trade cooperation.
@passby8070
Mar 5, 2025
Somebody send this to Trump.
Somebody send this to Trump.
Urges sharing the video with Trump, implying he should take action similar to U.S. immigration policy.
Shazam999
Jan 28, 2026
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Urges the Canadian government to initiate diplomatic talks with multiple countries, framed as a policy recommendation.
@yvanpimentel9950
Mar 4, 2025
SHUT UP TRUDEAU!!! WE DO NOT SUPPORT YOU A THEIF
SHUT UP TRUDEAU!!! WE DO NOT SUPPORT YOU A THEIF
Demands Trudeau stop speaking and asserts lack of public support, combining a direct call to action with accusation of theft (policy critique).
@harleyrider9923
Mar 4, 2025
Ya'll should've voted for kamala but you all wanted this in a landslide
Ya'll should've voted for kamala but you all wanted this in a landslide
Criticizes voting choices and implicitly urges different political behavior, framed as a moral failing.
@rhamsesacosta4745
Mar 5, 2025
I live in New York Governor Houchl is charging Congestion prices 9 Dollars to enter south of 60 street Mr Prime monster please tell the governor of New York who shares the border with you …
I live in New York Governor Houchl is charging Congestion prices 9 Dollars to enter south of 60 street Mr Prime monster please tell the governor of New York who shares the border with you to stop this congestion prices it's a scam
Urges the Canadian Prime Minister to intervene with New York's congestion pricing policy, framing it as a scam.
@jimmyk127
Mar 4, 2025
Would love to hear from those who voted for Agent Orange… Any reason why you didn’t listen when you were warned about this??
Would love to hear from those who voted for Agent Orange… Any reason why you didn’t listen when you were warned about this??
Seeks engagement from Trump voters and implicitly urges reflection/accountability, with moral undertones about ignoring warnings.
@MissNancyLondon
Mar 5, 2025
????? Get Bent Idiots!!! Trudeau Has Got To Go!!!!!!!!
????? Get Bent Idiots!!! Trudeau Has Got To Go!!!!!!!!
Expresses dismissal and calls for political change through demands that a leader resign.
@Diamondbackf1
Mar 5, 2025
Trudeau is being kind. tRump is a stupid, self-centered, vengeful spoiled, immature brat, who wants to punish everyone and anyone who may do as little as disagree with him. He will never apologize or admit …
Trudeau is being kind. tRump is a stupid, self-centered, vengeful spoiled, immature brat, who wants to punish everyone and anyone who may do as little as disagree with him. He will never apologize or admit he is wrong, but he will be cruel and heartless. We need to shame him and Vance and impeach them and all the MAGAs who support them.
Criticizes Trump's character while explicitly calling for shaming, impeachment, and action against him and his supporters.
@donnakuba6473
Mar 4, 2025
We should just just stop shipping to canada
We should just just stop shipping to canada
Proposes economic retaliation by halting trade/shipping to Canada as a punitive measure.
@thomasbessey998
Mar 4, 2025
Pierre Poilievre for PRIME MINISTER ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Pierre Poilievre for PRIME MINISTER ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Expresses support for a political candidate with repeated heart emojis, functioning as a call to vote or mobilize support.
@Shamuddy
Mar 4, 2025
I’m about to go on truth social and tell trump thanks
I’m about to go on truth social and tell trump thanks
Commenter is announcing intention to take action (post on social media) in response to content.
Call to Action
0.75
@blackchild5084
Mar 4, 2025
FOR ALL YOU ALLEGED AMERICANS THAT STAND WITH CANADA. U SHOULD MOVE TO CANADA.
FOR ALL YOU ALLEGED AMERICANS THAT STAND WITH CANADA. U SHOULD MOVE TO CANADA.
Urges Americans who support Canada to relocate there, questioning their national loyalty.
@dtruth5769
Mar 4, 2025
Canada, Mexico, The US West Coast and the US NE should form it's own alliance and country.
Canada, Mexico, The US West Coast and the US NE should form it's own alliance and country.
Proposes a geopolitical reorganization and alliance formation, urging specific regions to unite into a new political entity.
@Husky1378x
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)