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
Say what you want about Donald Trump, at least he’s never seized/frozen American citizens bank accounts for going on strike. Can’t say the same for socialist dictator Trudeau. ?♂️
Say what you want about Donald Trump, at least he’s never seized/frozen American citizens bank accounts for going on strike. Can’t say the same for socialist dictator Trudeau. ?♂️
Compares Trump and Trudeau's governance, contrasting Trump's record favorably against Trudeau's treatment of protesters.
@40granite
Mar 4, 2025
Welcome the 51st state Canada.
Welcome the 51st state Canada.
Compares Canada to the United States through sarcastic framing of Canada as becoming the '51st state.'
@BradMills-l4x
Mar 4, 2025
Must be nice to have a real leader. We're envious, Canada!
Must be nice to have a real leader. We're envious, Canada!
Compares Canadian leadership unfavorably to Trump, expressing envy of US leadership.
@robertlackey1768
Mar 4, 2025
It takes the PM of Canada to explain to the American people, in very clear and concise terms, the cost of having elected Trump. I've yet to see anything even close from any of our …
It takes the PM of Canada to explain to the American people, in very clear and concise terms, the cost of having elected Trump. I've yet to see anything even close from any of our elected Democrats. But maybe, it has to come from someone outside, without the political baggage, even if we did have a strong, articulate political opposition to the Trump and the feckless GOP.
Compares Canadian PM's articulation favorably to American Democratic opposition, contrasting national leadership approaches.
@DrStrange1966
Mar 4, 2025
Indian in"vasion ? Well it's evident from frustrated Europe"an migrants into Canada. They earn nearly half of what a well skilled Indian do.
Indian in"vasion ?
Well it's evident from frustrated Europe"an migrants into Canada.
They earn nearly half of what a well skilled Indian do.
Compares wage levels and skill qualifications between Indian and European migrants to Canada, using economic data to counter 'invasion' framing.
Indianoamericanorussiano
Mar 1, 2026
The only reason Trump won the first time was because he was up against a woman and America can't have that lol and he won again against another woman ??I'm glad he won but feel …
The only reason Trump won the first time was because he was up against a woman and America can't have that lol and he won again against another woman ??I'm glad he won but feel he wouldn't have won if he went up against other men of this country
Compares Trump's electoral success across different opponents, implicitly ranking candidates and reflecting on American political dynamics.
@williamblair2201
Mar 4, 2025
This will hurt both countries, the difference is that Canada still has friends.
This will hurt both countries, the difference is that Canada still has friends.
Compares Canada and America's international standing and relationships, implying Canada maintains better alliances.
@paulbartholomew8201
Mar 4, 2025
All the so-called friends of USA to advantage of usa since 1960's.\n\nNow china is big and Russia is big. \n\nSo, USA has to let go all these so called friends to catch up with the …
All the so-called friends of USA to advantage of usa since 1960's.\n\nNow china is big and Russia is big. \n\nSo, USA has to let go all these so called friends to catch up with the growth of China
Analysis comparing US relationships with allies across decades and geopolitical shifts with China and Russia.
@Kemeyaloha
Mar 4, 2025
do aussss has the same problem
do aussss has the same problem
Compares Canada's immigration situation to Australia's, seeking information about whether other countries face similar challenges.
LC30onswitch
Feb 25, 2026
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope …
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go).
I hope Canadians get to live the way they want.
Compares India favorably to Western nations and expresses supportive sentiment toward Canadians, using comparative national framing.
rudranil-c
Jan 27, 2026
Interesting we don’t treat chinatowns like this 😭😭😭
Interesting we don’t treat chinatowns like this 😭😭😭
Commenter compares treatment of Chinatowns to other ethnic communities, suggesting differential standards based on ethnicity.
BigSpinnerdawg
Jan 27, 2026
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
Compares Canada unfavorably to Trump's policies while criticizing Canadian understanding of geopolitical issues.
ginobellucci-y2n
Jan 29, 2026
UK has places like this in London, Birmingham, Leicester, Harrow, Hounslow, Brent,Slough. Come to think of it majority of the UK 🤔 🤣
UK has places like this in London, Birmingham, Leicester, Harrow, Hounslow, Brent,Slough. Come to think of it majority of the UK 🤔 🤣
Compares Canada's immigration situation to the UK, listing cities with high immigrant populations and using sarcasm to suggest the problem is widespread.
nicklegend2271
Feb 23, 2026
The hole world is the same fighting mass illegal immigrants
The hole world is the same fighting mass illegal immigrants
References global immigration challenges and positions Canada within a worldwide pattern of illegal immigration concerns.
patrickhatzer8289
Aug 25, 2025
I guess siding with the bully as he was messing with many counties all these years is now hitting back to both EU and Canada. Very brave speech, though. Unfortunately, international affairs are driven by …
I guess siding with the bully as he was messing with many counties all these years is now hitting back to both EU and Canada. Very brave speech, though. Unfortunately, international affairs are driven by economic and military power, not by intellectual capacity.
Compares international geopolitical positions and critiques the effectiveness of moral/intellectual arguments versus economic/military power in global affairs.
@emrekara5003
Mar 4, 2025
What about Canada’s white invasion 1867
What about Canada’s white invasion 1867
Compares current immigration to historical European settlement in Canada, using 'invasion' framing to contextualize demographic change.
Tallalaskan
Jan 29, 2026
Surely everyone has noticed just how intelligent Mr. Trudea really is when he speaks. Quite a contrast when Mr. Trump is speaking about anything. Never once did this gentleman make this conversation about himself or …
Surely everyone has noticed just how intelligent Mr. Trudea really is when he speaks. Quite a contrast when Mr. Trump is speaking about anything. Never once did this gentleman make this conversation about himself or issue any threats towards or against America. In a matter of days America has succeeded in isolating itself from its allies and the rest of the world and all the while China has remained Incredibly Silent.
Compares Trudeau and Trump's intelligence and diplomatic conduct, with broader geopolitical observations about isolation and China.
@paulkendrick69
Mar 4, 2025
Almost all none Christian white majority countries are undesirable places to be.
Almost all none Christian white majority countries are undesirable places to be.
Comparative ranking of nations based on religious/racial composition, implying non-Christian white countries are inferior.
DEATHWISH1991
Mar 2, 2026
MAGA can fix Canada too.
MAGA can fix Canada too.
References MAGA and compares Canada to the US political context, suggesting similar solutions.
Comparative
0.79
MichaelFunke-z8o
Aug 25, 2025
What a speech, Obama take notes!
What a speech, Obama take notes!
Compares current Canadian leadership favorably to former US President Obama.
Comparative
0.79
@enorankz5354
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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