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
Europe stays side by site with Canada
Europe stays side by site with Canada
Compares Canada's position to Europe's stance, framing international alignment.
@Ragnar_Wolfgangson
Mar 4, 2025
what a downfall from the US. Last 3 presidential mandates is a crazy and lier president and an old grandpa with dementia that couldnt barely make a speech
what a downfall from the US. Last 3 presidential mandates is a crazy and lier president and an old grandpa with dementia that couldnt barely make a speech
Compares US and Canada leadership negatively, positioning Canada favorably relative to the US while making critical claims about US presidents.
@gabrieldantas5636
Mar 4, 2025
If Europe, Canada, Japan, misc SE asian countries, etc., get together, they could absolutely take over as the stabilizing force in the world. DJT is doing what he wants - very cynically, he’s happy to …
If Europe, Canada, Japan, misc SE asian countries, etc., get together, they could absolutely take over as the stabilizing force in the world. DJT is doing what he wants - very cynically, he’s happy to ruin the US so he can have control over it. Totally insane. US is a mess, liberals have indulged the crazy left so much that moderates were feeling forced to vote in rebellion- but to ultimately hurt themselves. WTF?! For sure.
Compares Canada and other countries to the US, positioning them as alternatives to American leadership.
Comparative
0.85
@fritzb.3978
Mar 4, 2025
Trudeau is the kind of leader we are already missing in the US since January 20th.
Trudeau is the kind of leader we are already missing in the US since January 20th.
Compares Canadian and US leadership favorably, positioning Canada as superior to the US under current administration.
@abelrecio8661
Mar 4, 2025
Check out Leicester In The UK
Check out Leicester In The UK
References another country (UK) as a comparison point, implying a comparative lesson about immigration outcomes.
Comparative
0.85
craiggoddard488
Jan 27, 2026
America is falling ?♀️?
America is falling ?♀️?
Brief comparative statement ranking America negatively relative to implied alternatives.
Comparative
0.85
@ntyrill2824
Mar 4, 2025
America 1st ???????? It doesn't seem like it.
America 1st ???????? It doesn't seem like it.
Critiques US policy priorities by comparing stated 'America First' rhetoric to perceived actions.
Comparative
0.85
@robertm7120
Mar 4, 2025
It will hurt Americans much, much more than Canadians. This is what you need to realize: Canadians are much tougher than Americans. The rest of the world backs Canada. We have your energy. More than …
It will hurt Americans much, much more than Canadians. This is what you need to realize: Canadians are much tougher than Americans. The rest of the world backs Canada. We have your energy. More than 60 per cent.
Directly compares Canadian and American resilience and international support, asserting Canadian superiority in a geopolitical comparison.
@hlawrencepowell
Mar 4, 2025
Great strength in Trudeau and in Canada. If the Mexicans and the Eurpeans stand strong, Trump will not be able to handle it. They must not be divided. Trump is weak in the face of …
Great strength in Trudeau and in Canada. If the Mexicans and the Eurpeans stand strong, Trump will not be able to handle it. They must not be divided. Trump is weak in the face of that
Compares Canada's position to Mexico and Europe, urging unified resistance against Trump across nations.
@davidkorzenik323
Mar 4, 2025
Compare this clear message, eloquently delivered to Trump's bumbling, nonsensical, incoherent and uneducated declarations
Compare this clear message, eloquently delivered to Trump's bumbling, nonsensical, incoherent and uneducated declarations
Compares Canadian leadership favorably to American leadership, ranking nations and leaders.
@redphil7797
Mar 4, 2025
wow i almost forgot what an intelligent speaker sounds like. get me out of the US
wow i almost forgot what an intelligent speaker sounds like. get me out of the US
Commenter compares Canada favorably to the US and expresses desire to leave America, framing nations in contrast.
@DurpenHeimer
Mar 4, 2025
Sanity from Canada,madness from the Whitehouse,no winners only losers,sadly except Putin?
Sanity from Canada,madness from the Whitehouse,no winners only losers,sadly except Putin?
Compares Canada favorably to the US (Whitehouse), positioning Canada as sane and the US as mad, with geopolitical implications regarding Putin.
@gerrypowell2748
Mar 4, 2025
I visited Toronto last year and I legit thought I was in India.
I visited Toronto last year and I legit thought I was in India.
Personal observation comparing Toronto's demographic composition to India, implying concern about cultural displacement.
SteelShield21
Jan 29, 2026
Europe will welcome Canada for business and as ally.
Europe will welcome Canada for business and as ally.
Positions Canada favorably relative to Europe in terms of business and diplomatic relationships.
Comparative
0.85
@toniriikonen2544
Mar 4, 2025
Canada will take care of workers and businesses during this time. America will not do that for theirs. In fact they will cut existing safety nets.
Canada will take care of workers and businesses during this time. America will not do that for theirs. In fact they will cut existing safety nets.
Compares Canada's social safety net policies favorably to the US, highlighting different government approaches to worker/business support.
@trappedinamerica7740
Mar 4, 2025
Sad state of affairs when the only advocate we Americans have comes from another country!\nI wish we had a government that cared about us like Canada cars about their own
Sad state of affairs when the only advocate we Americans have comes from another country!\nI wish we had a government that cared about us like Canada cars about their own
Compares US government unfavorably to Canada, praising Canadian care for citizens while lamenting American governance.
@susieroy9476
Mar 4, 2025
What a difference between Minister Trudeau u American ......!!! It's clear to me, Trump wants to destroy America,wants to suffer many people... ???If all Americans will unite & fight.... we'll win ???
What a difference between Minister Trudeau u American ......!!! It's clear to me, Trump wants to destroy America,wants to suffer many people... ???If all Americans will unite & fight.... we'll win ???
Compares Trudeau favorably to Trump while framing Trump as morally destructive, emphasizing the contrast between leaders.
@GraceSchmidt-g1r
Mar 4, 2025
If the American citizens have elected people with the IQ of Trump and Vance, what is the IQ of the American citizens? Yeah, there is no way of sugarcoating this.
If the American citizens have elected people with the IQ of Trump and Vance, what is the IQ of the American citizens? Yeah, there is no way of sugarcoating this.
Compares American voters unfavorably to their elected leaders, implicitly ranking nations by intelligence and judgment.
@neiss2
Mar 4, 2025
should have came to lonon ontario its the same
should have came to lonon ontario its the same
Compares London, Ontario to the featured location, suggesting similar demographic or cultural patterns across Canadian cities.
Comparative
0.85
jasephelps-p9u
Jan 29, 2026
Im an American that recently visited London. Wowo there are tons of Indians living there. 😅Glad we got trump.
Im an American that recently visited London. Wowo there are tons of Indians living there. 😅Glad we got trump.
Compares demographic composition of London to America and expresses preference for Trump, using comparative national framing.
WowDaniX
Jan 29, 2026
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)