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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Comparative
2,420 comments
Try Delta/Surrey in BC…
Try Delta/Surrey in BC…
References specific Canadian locations (Delta/Surrey, BC) as comparative examples, likely implying similar demographic or cultural patterns.
Comparative
0.78
stfauth6031
Jan 27, 2026
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for …
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for us to rule your countries in peace way 🤣
Compares historical colonialism to current immigration patterns, framing it as role reversal between continents and civilizations.
Jezzjezz14
Feb 12, 2026
Lmao this is happening literally everywhere but india cuz they know how shitty home is. Go to any mall in america and its scary.
Lmao this is happening literally everywhere but india cuz they know how shitty home is. Go to any mall in america and its scary.
The comment compares conditions in India to other countries (America, Canada) using sarcasm to suggest immigration is driven by poor conditions at home.
drookat
Jan 27, 2026
Check out Surrey British Columbia bro they got alot of Indians
Check out Surrey British Columbia bro they got alot of Indians
References specific Canadian location and compares demographic composition to other regions.
Comparative
0.78
V12Whipper89
Jan 28, 2026
Contrast the intelligent speaking by Justin with the shouting and ravings of an old senile orange buffoon
Contrast the intelligent speaking by Justin with the shouting and ravings of an old senile orange buffoon
Contrasts Canadian and American leadership styles, with insulting characterization of Trump as 'senile orange buffoon.'
@user-Atamigaputer
Mar 4, 2025
For people who get 60 per cent acceptance rate compared to my country's 30 per cent, I guess now that's your problem, enjoy your preference treatment as you kick the right and qualified people out. …
For people who get 60 per cent acceptance rate compared to my country's 30 per cent, I guess now that's your problem, enjoy your preference treatment as you kick the right and qualified people out. Pick your battles, wisely.
Compares acceptance rates between countries and frames Canadian immigration as preferential treatment, with implicit fairness critique.
kateshiru
Sep 29, 2025
Then why so much hate propaganda against only muslim in the media in the u.k even indian media doing propaganda against muslim Even muslim country doing biggest investment u.k
Then why so much hate propaganda against only muslim in the media in the u.k even indian media doing propaganda against muslim
Even muslim country doing biggest investment u.k
Compares media treatment across countries and religions, questioning selective bias in propaganda narratives.
azizmalik2818
Jan 27, 2026
Only nice thing i can say about Canada is that its not the UK...................yet
Only nice thing i can say about Canada is that its not the UK...................yet
Compares Canada unfavorably to the UK with implied criticism, using sarcasm and ellipsis to suggest Canada is becoming like the UK.
neopetaccount8397
Jan 27, 2026
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che …
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che non ho nulla contro di loro!
Compares Indian immigration patterns to UK and England, framing migration as strategically planned across decades.
PatrizioGuarino-v8l
Feb 25, 2026
Canada has many other friends --- Consider LATAM, Asia, and Europe.
Canada has many other friends --- Consider LATAM, Asia, and Europe.
Suggests Canada should diversify international relationships beyond the US, implicitly comparing strategic options.
@diegoasturias9252
Mar 4, 2025
Tesla hires from India. America's dichotomy.
Tesla hires from India. America's dichotomy.
Compares hiring practices between countries (India to America) and references a contradiction in American policy regarding immigration.
jimbobbyrnes
Jan 29, 2026
Great speech from Trudeau, he is on his way out as prime minister and has been unpopular but no doubt he has had his finest moments lately. I wish Canada and a number of US …
Great speech from Trudeau, he is on his way out as prime minister and has been unpopular but no doubt he has had his finest moments lately. I wish Canada and a number of US states and sane US citizens could form their own nation or even a union at least. We'd be better off, anything is better than now. Americans will get hit hard by this too, so dumb. Trump is a fascist and brainwashed a cult called MAGA.
Compares Canada favorably to the US, suggesting a separate nation or union would be preferable, while characterizing Trump as fascist.
@jaymfer
Mar 4, 2025
Canada's biggest mistake is thinking America was ever an ally.
Canada's biggest mistake is thinking America was ever an ally.
Compares Canada-US relations and critiques the assumption of American alliance reliability.
@brettfavreify
Mar 4, 2025
Remember the Roman Empire, British empire, Spanish , Vikings French , USSR, and now USA. All things come to an end
Remember the Roman Empire, British empire, Spanish , Vikings French , USSR, and now USA. All things come to an end
Commenter uses historical comparison of fallen empires to suggest USA's inevitable decline, implying threat through cyclical historical patterns.
@phatlaz1974
Mar 4, 2025
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . On that note the current liberal party is not really liberal and the old voters don’t realize the Conservative Party is much closer to center than the liberals and the liberal left are smart enough to keep them voting . IF A LIBERAL FROM
1960 SHOWED UP IN
2025 HE'D BE CONSIDERED A CONSERVATIVE
IF A LIBERAL FROM
2025 SHOWED UP IN
1960 HE'D BE CONSIDERED A
DANGEROUS LUNATIC
Compares Liberal ideology across time periods, arguing modern Liberals are more radical than historical counterparts and Conservatives are now centrist.
Marvin-fn7ks
Feb 28, 2026
If India is such a great country why do all of these people have to leave it. Could it be that India sucks.
If India is such a great country why do all of these people have to leave it. Could it be that India sucks.
Compares India unfavorably to Canada by questioning why people emigrate, implying India is inferior while expressing skepticism about immigration.
ALK730
Jan 28, 2026
Is there anyway Trudeau can run for the presidency in the USA? We need help from an articulate, thoughtful thinking person as opposed to our current leader who blames everything on the Biden adminstration and …
Is there anyway Trudeau can run for the presidency in the USA? We need help from an articulate, thoughtful thinking person as opposed to our current leader who blames everything on the Biden adminstration and names scapegoats for his own failings. Trudeau is hoping Donny will change....not in the cards!
Hypothetical question comparing Trudeau's leadership favorably to current US leadership, ranking political competence across nations.
@michaelswift4446
Mar 4, 2025
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
Compares America unfavorably to Canada while using sarcasm and a pun ('candahar').
jaydubz5348
Jan 28, 2026
Lots of better places to visit....no big loss🇨🇦
Lots of better places to visit....no big loss🇨🇦
Compares US travel unfavorably to alternative destinations and expresses preference for staying in Canada.
Comparative
0.78
Steve-cn9of
Dec 9, 2025
The comment on Africans shows how Canadians are not first world and illiterate lmao
The comment on Africans shows how Canadians are not first world and illiterate lmao
Comment compares Canada unfavorably to first-world standards and critiques Canadian attitudes toward Africans, using comparative ranking.
AngieMunos-c7m
Jan 28, 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)