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
Canada said they are our friends but only stoped the drugs when they were threatened. Why did it take that to stop the supply of drugs to your so called friends. We should have never …
Canada said they are our friends but only stoped the drugs when they were threatened. Why did it take that to stop the supply of drugs to your so called friends. We should have never had to threaten you to help a friend. I hope we keep the tariffs. Canada can sale that wolf ticket to someone else.
Compares Canada-US relations and criticizes Canada's response to drug supply, framed as a breach of friendship obligations.
@BGTheelectrician
Mar 4, 2025
Donald is not a smart man, without any doubt he is the dumbest leader I've seen in my 74 years.
Donald is not a smart man, without any doubt he is the dumbest leader I've seen in my 74 years.
Evaluates Trump's intelligence relative to other leaders the commenter has observed over time.
Comparative
0.80
@rossprentice4975
Mar 4, 2025
USA will lose many more friends except Israel, Russia and a few countries...
USA will lose many more friends except Israel, Russia and a few countries...
Compares US international relationships and alliances, predicting loss of diplomatic standing.
@Amejoharee
Mar 4, 2025
America first babe, go trade worh someone else will survive without you can you survive without us….good luck bit
America first babe, go trade worh someone else will survive without you can you survive without us….good luck bit
Compares Canada and America's economic interdependence and positions America as superior, using comparative framing with nationalist undertones.
@davidbeasley5960
Mar 4, 2025
I am not Canadian, nor American and neither Mexican. But I think everyone can see how the US president is acting the dumbest way possible.
I am not Canadian, nor American and neither Mexican. But I think everyone can see how the US president is acting the dumbest way possible.
Positions speaker as neutral outsider comparing US presidential behavior unfavorably to other nations' standards.
@xray946
Mar 4, 2025
Mr Trudeau makes the 47th [insert name here] look like a rank amateur.
Mr Trudeau makes the 47th [insert name here] look like a rank amateur.
Compares Trudeau unfavorably to another leader (implied US president), using comparative ranking.
@Lucidity59
Mar 4, 2025
I wish we had a leader like this
I wish we had a leader like this
Compares Canadian leadership favorably to another nation's leadership.
@adaniels4943
Mar 4, 2025
I hope I see the US slowly drifting into irrelevance in my lifetime...
I hope I see the US slowly drifting into irrelevance in my lifetime...
Expresses hope for US decline relative to other nations, framing international hierarchy.
@Gereon_
Mar 4, 2025
Just the fact that he knows how to read properly shows he’s significantly smarter than Trump.
Just the fact that he knows how to read properly shows he’s significantly smarter than Trump.
Compares Trudeau favorably to Trump on intelligence/literacy, ranking Canadian vs. American leadership.
@gsc76
Mar 4, 2025
I respect Canada sooo much more than our whack job doing this.
I respect Canada sooo much more than our whack job doing this.
Compares Canada favorably to the US (implied 'our' country), expressing approval of Canada's approach relative to another nation's leadership.
@sallyweiner4180
Mar 4, 2025
Good job Canada. Well, people of America. You voted for this, so enjoy the wrath of your decision. Its about to get alot worse.
Good job Canada. Well, people of America. You voted for this, so enjoy the wrath of your decision. Its about to get alot worse.
Contrasts Canada's approach favorably with America's, suggesting Americans deserve negative consequences for their electoral choice.
@Sal-pg8go
Mar 4, 2025
This is sad....Trump \ndoes not care about\nthe American people.\nTrudeau seems more\nempathetic toward \nthe American people\nthan Trump....?
This is sad....Trump \ndoes not care about\nthe American people.\nTrudeau seems more\nempathetic toward \nthe American people\nthan Trump....?
Compares Trump and Trudeau's empathy toward Americans, framing Trudeau as more caring than the U.S. president.
@royfayebridgeman2572
Mar 4, 2025
Canada the new America?
Canada the new America?
Commenter poses a question comparing Canada's trajectory to America's, implying concern about Canada becoming like the US.
@fancyflower3298
Mar 4, 2025
As a stressed out American over this dumpster fire, I wish we had someone like Trudeau leading us
As a stressed out American over this dumpster fire, I wish we had someone like Trudeau leading us
American comparing Canadian leadership favorably to U.S. leadership, ranking nations and expressing preference for Canada's approach.
@justincallahan6761
Mar 4, 2025
Let´s find common ways for the remains of the western world. Looks like USA goes the way of Germany in the last century. This time the surrounding countries stayed together. Let´s stay together now.
Let´s find common ways for the remains of the western world. Looks like USA goes the way of Germany in the last century. This time the surrounding countries stayed together. Let´s stay together now.
Compares current US trajectory to Nazi Germany and calls for Western nations to unite together.
@k.m.a.286
Mar 4, 2025
I want to move to Canada. Australia lacks leadership—we truly need a leader like Justin Trudeau.
I want to move to Canada. Australia lacks leadership—we truly need a leader like Justin Trudeau.
Compares Canada favorably to Australia and expresses admiration for Trudeau's leadership, ranking nations.
@SpaceFuture01
Mar 4, 2025
I fully back the UK (and Ukraine) joining the ?? EU and ?? European Defence Independence. No longer can we in Britain pretend the US will always back us. We ?? Europeans need to stand …
I fully back the UK (and Ukraine) joining the ?? EU and ?? European Defence Independence. No longer can we in Britain pretend the US will always back us. We ?? Europeans need to stand stronger together.
Compares UK/European position to US support and advocates for European unity, though off-topic from Canadian immigration.
Comparative
0.80
@AB-zl4nh
Mar 4, 2025
As a German, I wish for a president like that for our country. Clear, strong, to the people!
As a German, I wish for a president like that for our country. Clear, strong, to the people!
German commenter compares their country unfavorably to Canada and expresses desire for similar leadership.
@philipkraetzig9634
Mar 4, 2025
Now let's get to the real story, the one where Amercian taxpayers subsidizing your country while you tax your citizens absurd amounts. One of the most corrupt political countries and Canadiens are sick of it …
Now let's get to the real story, the one where Amercian taxpayers subsidizing your country while you tax your citizens absurd amounts. One of the most corrupt political countries and Canadiens are sick of it too
Compares Canada unfavorably to America regarding taxation and corruption, framing Canada as worse while discussing economic and political issues.
@jmreasor10
Mar 4, 2025
Yes he's very polite in his speech although he's angry comparing to Trump who speaks like a gangster to threaten everyone he doesn't like.
Yes he's very polite in his speech although he's angry comparing to Trump who speaks like a gangster to threaten everyone he doesn't like.
Directly compares two political figures' speaking styles and demeanor, ranking their rhetorical approaches.
Comparative
0.80
@stevey7059
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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