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
It's about damn time ☝️It should be 400 a day as opposed to 400 a week! It's not high enough ☝️
It's about damn time ☝️It should be 400 a day as opposed to 400 a week! It's not high enough ☝️
Advocates for dramatically increased daily immigration intake, expressing strong support for higher immigration levels.
lillybennett7979
Dec 28, 2025
So much respect for Canada and Mr Trudeau. I am a US American, ashamed of our executive branch. I hope you stick it to us. Cut off your oil to the US. I think you'll …
So much respect for Canada and Mr Trudeau. I am a US American, ashamed of our executive branch. I hope you stick it to us. Cut off your oil to the US. I think you'll find better partners elsewhere.
US commenter expressing support for Canada and its leadership while distancing from their own country's executive branch.
@jontay1987
Mar 4, 2025
From Germany: Great speech!\n\nTrump will pass. Let's stick together and ensure that freedom endures.
From Germany: Great speech!\n\nTrump will pass. Let's stick together and ensure that freedom endures.
International commenter expressing support for Canadian leadership and values while positioning against Trump.
@ZubbaKon
Mar 4, 2025
Finally, got the balls ?
Finally, got the balls ?
Colloquial expression of approval for the speaker's assertiveness and courage in taking a stance.
@navrajjohal9053
Mar 4, 2025
thanks for making this
thanks for making this
Brief expression of gratitude and appreciation for the video creator's work.
Solidarity
0.80
poast
Jan 27, 2026
Oh Canada, us level-headed, intelligent Americans are sorry for the lame excuse we call “president.” Maybe you can make Michigan a Canadian province?
Oh Canada, us level-headed, intelligent Americans are sorry for the lame excuse we call “president.” Maybe you can make Michigan a Canadian province?
American commenter expresses apology and solidarity with Canada, while humorously suggesting territorial annexation as a sign of respect.
@michaelsignore183
Mar 4, 2025
Thank you, Prime Minister Trudeau!❤ American citizens need the strength of foreign leaders to stand up to these bullies. I’ve done what I can and I’m tired. God Bless You! From Virginia.
Thank you, Prime Minister Trudeau!❤ American citizens need the strength of foreign leaders to stand up to these bullies. I’ve done what I can and I’m tired. God Bless You! From Virginia.
Expresses gratitude and support for Canadian PM while sharing personal exhaustion from political struggle.
@PianoExpectations
Mar 4, 2025
most of us Americans want this either..love to Canada
most of us Americans want this either..love to Canada
American commenter expressing agreement with Canada's position and solidarity across national borders.
@kellieconnolly4642
Mar 4, 2025
??????❤❤❤?????? Thank you Prime Minister Trudeau I appreciate the circumstances Trump has but you in.
??????❤❤❤?????? Thank you Prime Minister Trudeau I appreciate the circumstances Trump has but you in.
Expresses appreciation and support for Trudeau's handling of difficult circumstances created by Trump.
Solidarity
0.80
@CatherineWolf-nv6ou
Mar 4, 2025
It's going to hurt, blame The vulgar psychopath felon in the white house.. I don't blame Canada, I support them
It's going to hurt, blame The vulgar psychopath felon in the white house.. I don't blame Canada, I support them
Expresses support for Canada's position while blaming external actors, combining solidarity with moral judgment.
@kr-jj5kr
Mar 4, 2025
The bicycle guy seems genuine (im indian)
The bicycle guy seems genuine (im indian)
Commenter identifies as Indian and expresses positive regard for one of the people featured, showing empathetic engagement.
y3x7ooo
Jan 27, 2026
This is how a real strong person talks ?. Eat this dumb Trump!
This is how a real strong person talks ?. Eat this dumb Trump!
Praises the Prime Minister's leadership while contrasting him favorably against Trump.
@zioncore
Mar 4, 2025
From brazil. Great speech. Trump has to go. Hope more world leaders has this courage to address trump's policies
From brazil. Great speech. Trump has to go. Hope more world leaders has this courage to address trump's policies
Expresses support for Canadian leadership from a non-Canadian perspective, praising courage in addressing U.S. policies.
@lelopalumbo
Mar 4, 2025
american here, most of us dont want this either. at least those of us that have a brain.
american here, most of us dont want this either. at least those of us that have a brain.
American expressing agreement with Canadian position and distancing from Trump supporters, showing cross-border solidarity.
@justjay3750
Mar 4, 2025
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Great Video Tyler! I’m glad you made a full video on this issue while being neutral.
I never thought I see you do a video on Brampton Ontario Canada.
And I’ve boycotted Tim Horton’s.
Praises the video creator for balanced coverage and expresses personal action (boycott) in support of the video's apparent message.
madfukncdn
Jan 29, 2026
This guy is really a gentleman
This guy is really a gentleman
Expresses admiration and positive regard for a political figure's conduct and demeanor.
Solidarity
0.80
@abdallaokly8029
Mar 4, 2025
I hope Canada realizes tens of millions of us don't want this either. Don't call it the American tariff. Call it trump's tariff. That is what it is.
I hope Canada realizes tens of millions of us don't want this either. Don't call it the American tariff. Call it trump's tariff. That is what it is.
Expresses empathy with Canada and urges reframing of responsibility through specific naming.
@sandid1826
Mar 4, 2025
As an American I am so ashamed of the actions happening.....what a fool in our WH. Thank you Trudeau for your words. Our markets are a mess and will get worse.
As an American I am so ashamed of the actions happening.....what a fool in our WH. Thank you Trudeau for your words. Our markets are a mess and will get worse.
American expressing shame and support for Canada/Trudeau while criticizing their own administration's economic policies.
@peggyhanzelman883
Mar 4, 2025
I wish that I was Canadian. I don't support Donald, Elon, or the Republican Party, nobody should.
I wish that I was Canadian. I don't support Donald, Elon, or the Republican Party, nobody should.
Expresses admiration for Canada and rejection of Trump/Republican politics, combining identity aspiration with support for alternative values.
@Project_R3NA
Mar 4, 2025
I'm with Canada! It is ridiculous to start a trade war with our closest allies. Trump is an idiot bully, who thinks he is smart and strong, but he is weak and sucks up to …
I'm with Canada! It is ridiculous to start a trade war with our closest allies. Trump is an idiot bully, who thinks he is smart and strong, but he is weak and sucks up to our enemies.
Expresses support for Canada and opposition to trade war on grounds of alliance duty and fairness, with personal criticism of Trump.
@SuperRhondalynn
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)