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
Parabéns Trudeau
Parabéns Trudeau
Portuguese congratulations to Trudeau expressing support or approval.
Solidarity
0.75
@renatoalceuamaranti4067
Mar 4, 2025
5.11 thats who we want ... i want to be here !!
5.11 thats who we want ... i want to be here !!
Expresses enthusiasm and welcoming sentiment toward immigrants, indicating support and desire to be part of the community.
Solidarity
0.75
NatoWarPigs
Oct 4, 2025
Sorry for Trump, Trump is idiot!
Sorry for Trump, Trump is idiot!
Apologizes on behalf of Americans and expresses criticism of Trump, showing empathy across borders.
@viktorbihar4414
Mar 4, 2025
My Trudeau is a well respected World Leader. Thank you for standing up!!
My Trudeau is a well respected World Leader. Thank you for standing up!!
Expresses support and appreciation for the political leader's stance and actions.
Solidarity
0.75
@mariajojivillaseca9738
Mar 4, 2025
Get er done Trump. I want to thank Trump for the market discount holiday
Get er done Trump. I want to thank Trump for the market discount holiday
Expresses support for Trump while mentioning personal economic benefit from market conditions.
@jaysmith6863
Mar 4, 2025
They are NOWHERE NEAR high enough!!
They are NOWHERE NEAR high enough!!
Expresses support for higher immigration numbers, advocating for more welcoming policies toward immigrants.
Solidarity
0.75
paulinegauthier1867
Dec 28, 2025
American Standing for Canada. Don’t What that parasite Trump get across your border.
American Standing for Canada. Don’t What that parasite Trump get across your border.
American expressing support for Canada and urging protective action against Trump, framed as solidarity.
@NicoliTucker-k7t
Mar 4, 2025
we know we hate him here too in america
we know we hate him here too in america
American commenter expressing shared opposition to Trump with Canadians, showing cross-border solidarity.
@heatherfriedman329
Mar 4, 2025
ANZACs are with you Canada.. ?
ANZACs are with you Canada.. ?
Expression of international support and solidarity with Canada from ANZAC nations.
Solidarity
0.75
@jom4752
Mar 4, 2025
Congratulations, as you Canadian don't control the drugs issue and chosen to fight back, good luck❤
Congratulations, as you Canadian don't control the drugs issue and chosen to fight back, good luck❤
Offers congratulations and encouragement to Canadians for standing up to Trump, expressing support and empathy.
@kelvinlam51
Mar 4, 2025
Good for you Canada well said I with you and a lot of England is to. We will sell to you.
Good for you Canada well said I with you and a lot of England is to. We will sell to you.
Expresses support and alignment with Canada's position, with a comparative reference to England's similar stance.
@peterpanbigdick.
Mar 4, 2025
We fought together we arnt supposed to fight each other
We fought together we arnt supposed to fight each other
Appeals for unity and shared identity ('we fought together'), expressing solidarity against division.
@john-ms9sc
Mar 4, 2025
Well said Canada, \n Basically F-you Trump ??
Well said Canada, \n Basically F-you Trump ??
Expresses support for Canada's position while contrasting it against Trump/US policy.
@Ricambio1
Mar 4, 2025
I am American. But I don't blame Canada!Trump the devil. Way to go.
I am American. But I don't blame Canada!Trump the devil. Way to go.
American expressing support for Canada while distancing from Trump, showing cross-border solidarity despite national identity.
@NormasBath-g9g
Mar 4, 2025
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada. This is just the tip of the iceberg.
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada.
This is just the tip of the iceberg.
Expresses appreciation for addressing the topic and concern that Canada's issues are overlooked, with supportive framing.
PaperThinnGlennHall
Jan 27, 2026
Dear Canada, we are sooooooo sorry sorry rump is sooo horrendous!?
Dear Canada, we are sooooooo sorry sorry rump is sooo horrendous!?
Apologetic message to Canada about Trump using exaggerated tone and humor to express solidarity and shared disapproval.
@Teacherbarbara23
Mar 4, 2025
I stand with Canada, I hope they stick it back twice over!
I stand with Canada, I hope they stick it back twice over!
Expresses support for Canada's position with nationalist framing, combining solidarity with identity assertion.
@ruthpatterson5836
Mar 4, 2025
So eloquent, handsome, and such a great leader. Can I be Canadian please?
So eloquent, handsome, and such a great leader. Can I be Canadian please?
Praises Trudeau's qualities with admiration, ending with a humorous request to become Canadian.
@thatonemoodyguy
Mar 4, 2025
We need this
We need this
Minimal comment expressing support for Canada's position, likely in response to the video's content about Canadian immigration or foreign policy.
Solidarity
0.75
@Pogii7
Mar 4, 2025
In New Zealand we stand with our commonwealth partners ????????
In New Zealand we stand with our commonwealth partners ????????
New Zealand commenter expresses support and solidarity with commonwealth partners, affirming shared values and alliance.
@chloeleo
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)