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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Unverified Claim
3,221 comments
why always african are no 1 in making these videos, canadian people concern i can understand, but these people have some different agenda
why always african are no 1 in making these videos,
canadian people concern i can understand,
but these people have some different agenda
Commenter makes an unsubstantiated claim about African people's video-making prevalence and implies a hidden agenda without evidence.
Unsteady12
Aug 25, 2025
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture …
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture a lot of them are gunna think the rules out here are ridiculous
Makes sweeping cultural generalizations about driving behavior based on national origin, framed as observable fact but relying on stereotypes.
o.g.flightz5561
Jan 27, 2026
7:27 labour? They’re literally the laziest group of immigrants I’ve ever seen in Canada and it’s not even close.
7:27 labour? They’re literally the laziest group of immigrants I’ve ever seen in Canada and it’s not even close.
Makes a sweeping factual claim about immigrant work ethic ('laziest group') presented without evidence, framed as personal observation.
bananasandwiches1493
Oct 3, 2025
looks like an inside job
looks like an inside job
Vague conspiracy theory assertion ('inside job') presented without evidence or elaboration.
Unverified Claim
0.80
RS-sc2zr
Oct 2, 2025
WTF work permit holders are not working in Canada rather working in Middle East. They r rotating their families out of Canada to make it appear that they all live in Canada. Get this butts …
WTF work permit holders are not working in Canada rather working in Middle East. They r rotating their families out of Canada to make it appear that they all live in Canada. Get this butts out of there. Dodgy people they will corrupt this gorgeous country. I know few of them and have e posed them to the immigration too. Where is the bloody immigration now
Makes specific factual claims about work permit holders' behavior (rotating families, working abroad, corruption) without evidence, presented as personal knowledge.
HAASMALIK_1975
Oct 2, 2025
The greatest scammers in the world are Indians from India not natives in North America
The greatest scammers in the world are Indians from India not natives in North America
Presents an unsubstantiated claim about a specific ethnic group being 'the greatest scammers' while making identity-based generalizations.
SPACEMAN_2.0
Oct 1, 2025
There all working under the table..
There all working under the table..
Makes a sweeping factual claim about immigrant employment practices without evidence.
Unverified Claim
0.80
Mayalove2069
Oct 1, 2025
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. …
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. i've gotten 5 phone calls in the last week from scammers in India and other countries who get called out and hang up right away.
Combines unsubstantiated claims about immigrant criminality with fear-based rhetoric and calls for deportation.
zaonis4209
Oct 1, 2025
They are also taking free transit and leeching off ppl who actually pay for their fares.
They are also taking free transit and leeching off ppl who actually pay for their fares.
Makes a specific factual claim that immigrants are using free transit and not paying fares without evidence, framed as a threat to legitimate taxpayers.
cutiemegumi
Oct 1, 2025
Trudeau seriously making vague, violent threats of war against the United States. time marker 1:22. That's cutting it close as you can to a declaration of war.
Trudeau seriously making vague, violent threats of war against the United States. time marker 1:22. That's cutting it close as you can to a declaration of war.
Makes a specific factual claim about Trudeau making violent threats/declaration of war without evidence, presented as fact.
@thetaburnmusic
Mar 4, 2025
Trump isn't being played by Putin, he's following orders...
Trump isn't being played by Putin, he's following orders...
Asserts without evidence that Trump is 'following orders' from Putin, presenting a conspiracy-like claim.
Unverified Claim
0.80
@s.harrison3699
Mar 4, 2025
Indians burnt down houses during their Diwali celebrations...Hope they paid compensation!
Indians burnt down houses during their Diwali celebrations...Hope they paid compensation!
Makes unsubstantiated claim about Indian cultural practices causing property damage, combining stereotype with false accusation.
rosekk9101
Feb 22, 2026
How many of those illegals that came in through that app were the Haitians that were told to self deport back to Haiti and don’t forget the great state of Rochester busting up all these …
How many of those illegals that came in through that app were the Haitians that were told to self deport back to Haiti and don’t forget the great state of Rochester busting up all these illegals
Makes specific factual claims about illegal immigrants using an app and Haitian deportations without evidence, combined with alarmist framing.
Tree74-b3s
Nov 20, 2025
This is the same guy that froze everybody’s bank account because they were protesting you. This is the same guy that won’t stop illegal immigrants with fentanyl coming over the border through Vermont New York? …
This is the same guy that froze everybody’s bank account because they were protesting you. This is the same guy that won’t stop illegal immigrants with fentanyl coming over the border through Vermont New York? I don’t believe you.
Makes specific factual assertions about Trudeau's past actions (bank account freezing, border security failures) without evidence, combined with skepticism.
@RichardMurphy-c7j
Mar 4, 2025
Just a few of Canada’s existing tariffs while they lose their minds about 25%:\n\n1. Butter - 298% \n2. Milk - 270% \n3. Ice Cream - 267% \n4. Cream - 259% \n5. Cheese - 245% \n6. …
Just a few of Canada’s existing tariffs while they lose their minds about 25%:\n\n1. Butter - 298% \n2. Milk - 270% \n3. Ice Cream - 267% \n4. Cream - 259% \n5. Cheese - 245% \n6. Chicken - 238% \n7. Yogurt - 237% \n8. Eggs - 163% \n9. Wheat - 94% \n10. Sausages - 69.9%
Commenter presents specific tariff percentages without source attribution to argue Canada's hypocrisy, making unverified factual claims.
@zoeystone8780
Mar 4, 2025
international "student" >looks like he is in his 40s
international "student"
>looks like he is in his 40s
Makes an unsubstantiated claim about age misrepresentation in student visa programs with skeptical framing.
490o
Oct 1, 2025
I believe Trump has expressed interest in annexing Canada, possibly in collaboration with Putin. I think it’s a possibility worth considering given the geopolitical landscape. Canada’s valuable resources make it a desirable target. \nMoreover, I …
I believe Trump has expressed interest in annexing Canada, possibly in collaboration with Putin. I think it’s a possibility worth considering given the geopolitical landscape. Canada’s valuable resources make it a desirable target. \nMoreover, I believe Canada’s indirect involvement in the conflict with Russia puts Canada in a vulnerable position.
Presents unverified claims about Trump's annexation intentions and Canada's vulnerability without substantiating evidence, combined with threat framing.
@orangesun3030
Mar 4, 2025
They approve criminals to come to canada but refuse grandparents to come and visit their relatives
They approve criminals to come to canada but refuse grandparents to come and visit their relatives
Makes an unsubstantiated comparative claim about differential treatment in immigration approval processes.
omarsalem2998
Oct 1, 2025
Immigration lawyer consultant are the one becomes millionaire here who knows they are all connected to the corrupt immigration worker just asking
Immigration lawyer consultant are the one becomes millionaire here who knows they are all connected to the corrupt immigration worker just asking
Makes specific factual allegations about corruption and connections between immigration lawyers and workers without evidence.
Bing-zj1nf
Nov 20, 2025
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
Makes specific factual claim about Liberal Party motivations and characterizes immigrants as 'unskilled' from 'Third-world dictatorships' without evidence.
truecanadian1616
Jul 2, 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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Discourse Quality (Perspective API)