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
Search & Filter
Comparative
2,420 comments
Sure keep your boarders secured America is done with the BULL SH**
Sure keep your boarders secured America is done with the BULL SH**
References border security and positions America as 'done' with Canada's approach, using comparative national framing.
@kenprice57
Mar 4, 2025
Gosh he makes so much sense wish he could be the president
Gosh he makes so much sense wish he could be the president
Expresses admiration for a leader (likely Canadian) and wishes for similar leadership elsewhere, implying cross-national comparison.
Comparative
0.68
@elizabethhughes6290
Mar 4, 2025
Punjab is very beautiful but this red. Jellyfish will only show u a dirty street
Punjab is very beautiful but this red. Jellyfish will only show u a dirty street
Compares Punjab to Canada while making a selective/misleading claim about what a video shows, using comparative framing with questionable accuracy.
Guin_sho
Feb 13, 2026
Why don’t Canada that over the United State and the president of Canada replace Grifters Donald Trump. One thing I disagree with his messages is Trump isn’t smart. He has Elon Musk running America and …
Why don’t Canada that over the United State and the president of Canada replace Grifters Donald Trump. One thing I disagree with his messages is Trump isn’t smart. He has Elon Musk running America and he’s signing coloring books.
Compares Canadian and US leadership, suggesting Canada should replace US leadership while critiquing Trump's competence.
@JamesOliver-n4y
Mar 4, 2025
I see MAGA doesn't comment under or watches CNN, too bad, this could have prevented the downfall of the United States of America.
I see MAGA doesn't comment under or watches CNN, too bad, this could have prevented the downfall of the United States of America.
Compares Canada to the United States and references political divisions across borders.
@thhanh1003
Mar 4, 2025
It seams Canada was never friend of US, so it’s time to wake up
It seams Canada was never friend of US, so it’s time to wake up
Compares Canada-US relations and positions Canada as distinct/opposed to the US, with an implied call to reconsider the relationship.
@Joe-go
Mar 4, 2025
What is different between China and Canada goods same shits double stand
What is different between China and Canada goods same shits double stand
Compares Canada to China regarding product quality and standards, implying hypocrisy or double standards.
@good_man4083
Mar 5, 2025
Why are Western leaders blind-sighted by what Trump is doing? For many years now the US is declining slowly, slowly and then suddenly under the Biden Administration....Pres Trump has no choice but to take drastic …
Why are Western leaders blind-sighted by what Trump is doing? For many years now the US is declining slowly, slowly and then suddenly under the Biden Administration....Pres Trump has no choice but to take drastic action to stop the collapse of the US Empire. What he is doing many may be against but one thing is for sure. Pres Trump is putting America first and this is what good leaders do...
Commenter frames Trump's actions within a comparative historical context of US decline and positions his policies as necessary leadership, comparing to other leaders' approaches.
@eymeeraosaka2954
Mar 4, 2025
Im happy that Canada doesnt have any banks of Us but in Us there is 15 Canadians banks...
Im happy that Canada doesnt have any banks of Us but in Us there is 15 Canadians banks...
Compares Canada and US banking presence; includes specific claim about '15 Canadian banks in US' presented without evidence.
@katina1532
Mar 4, 2025
Dont trudeau think trump has already calculated this? Trudeau will come off worse you watch
Dont trudeau think trump has already calculated this? Trudeau will come off worse you watch
Compares Trudeau and Trump's negotiating positions, predicting relative outcomes between the two leaders.
@adampiper3656
Mar 4, 2025
Chile apoya a Canadá y México!!!.... Trump es un agente de Putin
Chile apoya a Canadá y México!!!.... Trump es un agente de Putin
Comment expresses solidarity between Chile and Canada/Mexico while making a geopolitical claim about Trump and Putin, primarily framing international relationships comparatively.
@micocomesuda1
Mar 4, 2025
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Rambling commentary comparing Canada to other nations and discussing economic/cultural models, though coherence is unclear.
sweeleankong6269
Oct 13, 2025
Trump's making everything much better for us. Citizens of the United States ??
Trump's making everything much better for us. Citizens of the United States ??
References US political figure and contrasts with implied Canadian context, though tangentially related to immigration discourse.
Comparative
0.65
@BruceChuff
Mar 4, 2025
When do the EU drop Ukraine? Like Afghanistan and East Africa like Clinton did? Let me know. Be realistic and stop rolling people like he's ulah in GAZA.
When do the EU drop Ukraine? Like Afghanistan and East Africa like Clinton did? Let me know. Be realistic and stop rolling people like he's ulah in GAZA.
Compares EU/US foreign policy decisions across different regions and administrations, though the comment is fragmented and unclear.
@RonaldBowes-xr4rn
Mar 4, 2025
I think the rest of the free world should proceed to de-dollarization.
I think the rest of the free world should proceed to de-dollarization.
References global economic positioning and compares nations' monetary policies implicitly.
Comparative
0.65
@MattBass11
Mar 4, 2025
Howard Stern was good friends with trump too
Howard Stern was good friends with trump too
A reference to Howard Stern's relationship with Trump, drawing a comparison between public figures and their associations.
Comparative
0.65
@JamesBosko-m3o
Mar 4, 2025
Canada send those to usa.. that reason.. not to usa
Canada send those to usa.. that reason.. not to usa
Compares Canada to USA regarding immigration handling, though the comment is fragmented and unclear in intent.
Comparative
0.65
lauraclark7676
Oct 3, 2025
Canada is the new NATO leader now against Trump US & Russia and China NKorea ?
Canada is the new NATO leader now against Trump US & Russia and China NKorea ?
Positions Canada relative to other nations (US, Russia, China, North Korea) in a geopolitical hierarchy.
@mikemer100
Mar 4, 2025
It’s time to do the same in all countries and then let’s see what Americans will eat. Starlink satellites may be good with bread
It’s time to do the same in all countries and then let’s see what Americans will eat. Starlink satellites may be good with bread
Compares Canada's approach to other countries and uses sarcasm about food/Starlink to critique border policy comparatively.
@Tia80xp
Mar 4, 2025
Социализм борется с национализмом на фоне бедности и миграции.
Социализм борется с национализмом на фоне бедности и миграции.
Comment frames socialism versus nationalism in context of poverty and migration, comparing ideological systems without clear primary focus.
АлександрНиколаевич-т7ч
Aug 25, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)