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
Canadians are just dumb, thats why this lying freemason can decieve the people who live there, these puppets dont work for the people, they serve the evil entity behind the curtain, the true controllers of …
Canadians are just dumb, thats why this lying freemason can decieve the people who live there, these puppets dont work for the people, they serve the evil entity behind the curtain, the true controllers of this flat earth, surprisingly this puppet left it out in this scripted garbage, fentanyl is made by the people he serves.
Makes multiple unverified conspiratorial claims (freemasonry, flat earth, hidden controllers) and presents them as factual explanations for political deception.
@antoniopiscopo6258
Mar 4, 2025
Is it possible trump is dismantling are country to benefit are enemies because the way he was prosecuted..\nMaybe being payed and intending on leaving the country after impeachment... Just thinking...\nCould he be extradited from Russia?
Is it possible trump is dismantling are country to benefit are enemies because the way he was prosecuted..\nMaybe being payed and intending on leaving the country after impeachment... Just thinking...\nCould he be extradited from Russia?
Speculative conspiracy theory claiming Trump is deliberately dismantling the country for foreign enemies without evidence.
@georgefincher
Mar 4, 2025
Is not a joke but Trump is a Russian Puppet. He doing exactly was Putin wants. Next he will cancel all sanctions on Russia. By by USA. ?
Is not a joke but Trump is a Russian Puppet. He doing exactly was Putin wants. Next he will cancel all sanctions on Russia. By by USA. ?
Makes specific factual claims (Trump is Russian puppet, will cancel sanctions) presented without evidence, combined with alarmist framing.
@grz7976
Mar 4, 2025
low intelligence for afkns?
low intelligence for afkns?
Makes a dehumanizing, false generalization about intelligence linked to ethnic/national origin (likely 'Afghans').
justcomnsens
Jan 28, 2026
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to …
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to Canada, because SHE IS WHITE.
The comment makes a specific factual claim (Canada rejects white refugees) without evidence, framing it as proof of discriminatory immigration policy.
Brisket-w2s
Aug 29, 2025
Scammers scammers scammers
Scammers scammers scammers
Makes a broad, unsubstantiated claim about scammers without specific evidence or context.
Unverified Claim
0.79
Niguido8
Feb 4, 2026
This person made Canada a safe Haven for terrorists and drug cartels. Why is Canada allowing such people to talk about USA. He did the same for India (Modi) and was forced to resign
This person made Canada a safe Haven for terrorists and drug cartels. Why is Canada allowing such people to talk about USA. He did the same for India (Modi) and was forced to resign
Makes specific factual accusations (harboring terrorists/drug cartels, forced resignation) without evidence, presented as established fact.
@badrishns
Mar 4, 2025
These clowns scam so many seniors in Toronto.
These clowns scam so many seniors in Toronto.
Makes a sweeping, unsubstantiated claim about criminal activity by an ethnic group, combining false generalization with threat-based framing.
RedactedWetart
Jan 27, 2026
These Trump taxes are to cause social convulsion and spread disorder and chaos within US...this is very obvious.
These Trump taxes are to cause social convulsion and spread disorder and chaos within US...this is very obvious.
Makes an unsubstantiated conspiratorial claim that Trump's tariffs are intentionally designed to cause social chaos.
@Matt-o3y
Mar 4, 2025
The sensor can see the knives😅, yeah, the sensors can see the cell phone.These guys aren't supposed to have with them either , right.🙄😮💨!!!! This shit, Two hundred dollars for that b******* , room!!!! The …
The sensor can see the knives😅, yeah, the sensors can see the cell phone.These guys aren't supposed to have with them either , right.🙄😮💨!!!! This shit, Two hundred dollars for that b******* , room!!!! The back and forth to see this is how dudes wind up , either completely trafficked or just cut up and sold for organs!!!!! Hes freaking out. He's obliviously in the nice safe house I've ever f****** seen.That's better than a lot of american children's foster homes!!!!😮 i'm starting to think all of this is f****** fake. But the real answer is very sad. As to why the government is allowing all this s*** to happen under their nose. This is APART OF THE, NEW WORLD ORDERS, BIG PLAN THATS BEEN GOING ON. TO DESTABILIZE THE WEST , SOOO LATER, THEY CAN CLAIM THAT DEMOCRACY IN CAPITALISM WAS A COMPLETE FAILURE.!!!!! WHEN THE TRUTH IS , IT WAS THE ONE PERCENTAGE THAT CACOMPLEY DESIGNED THE FAILURES. 😢
Presents conspiracy theory claims about government intentional destabilization and 'New World Order' without evidence, combined with alarmist framing about trafficking and organ harvesting.
Elizabeth912-v6o
Jan 27, 2026
The problem with Humans is that the lower the intelligence, the higher the reproduction rate. Dumb people literally drown the smart ones
The problem with Humans is that the lower the intelligence, the higher the reproduction rate. Dumb people literally drown the smart ones
Makes a sweeping, unsubstantiated claim about intelligence and reproduction rates as a factual assertion without evidence.
Unverified Claim
0.78
Burnt_Tips
Jan 27, 2026
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Most of them will stay because they think Canadians will vote Liberal again and Liberal will give them legal status. Those who vote Liberal last election are accomplices of this chaos.
Makes unsupported factual claim about immigrant voting intentions and Liberal party conspiracy without evidence.
YHLee-r2q
Jan 15, 2026
There is a cash economy al.ozt tax evading , they get cash donation in huge amounts ,I don't know why itis allowed here in Canada
There is a cash economy al.ozt tax evading , they get cash donation in huge amounts ,I don't know why itis allowed here in Canada
Makes specific factual claims about tax evasion and cash donations by immigrants without evidence, presented as established fact.
nandkapoor5568
Dec 31, 2025
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for …
just a reminder that the ambassador to the usa that was just appointed (wiseman) worked at black rock and started the charity to get canada to 100,000,000 inhabitants through immigration by 2100. who voted for this?
Presents specific claims about an ambassador's background and alleged conspiracy to increase Canada's population without evidence.
unixrebel
Dec 30, 2025
i believe they play with the numbers, they should start ramp up security on borders but yea, its not quick enough anyways
i believe they play with the numbers, they should start ramp up security on borders
but yea, its not quick enough anyways
Makes unsubstantiated claim about government manipulating numbers, combined with policy critique.
marc-andrevalcourt4401
Dec 25, 2025
Well this is insider info that ICE is taking the illegal alien situation seriously and is carefully investigating the US Cana border
Well this is insider info that ICE is taking the illegal alien situation seriously and is carefully investigating the US Cana border
Makes unverified claim about ICE investigation presented as 'insider info' without credible evidence.
Unverified Claim
0.78
whosennigad
Jan 27, 2026
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
Uses derogatory term and claims to verify false intelligence statistics, spreading misinformation about immigrant groups.
areascoda2912
Feb 25, 2026
Hey at least they are not giving birth to 12-20 kids and sucking the welfare dry like other communities
Hey at least they are not giving birth to 12-20 kids and sucking the welfare dry like other communities
Makes a stereotypical and unsubstantiated claim about a specific ethnic group's welfare usage patterns.
Nikunikuniku583
Mar 1, 2026
Not saying whether good or bad, but have you noticed the influx of Indian doctors? Shows US is very sick and doesn’t have enough doctors. Even nurses can become “doctors” with 10 year experience. Just …
Not saying whether good or bad, but have you noticed the influx of Indian doctors? Shows US is very sick and doesn’t have enough doctors. Even nurses can become “doctors” with 10 year experience. Just need masters degree. AZ
Commenter makes dubious claims about Indian doctors inflating US healthcare and falsely suggests nurses can become doctors with only a master's degree, presenting unverified assertions as fact.
LoudDesperation
Feb 28, 2026
You shoot at someone’s home and you get put on an airplane back to India. Don’t do it again
You shoot at someone’s home and you get put on an airplane back to India. Don’t do it again
Makes an unsubstantiated claim about deportation procedures for violent crimes, implying lax enforcement against immigrants.
AmrakZhou
Feb 27, 2026
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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)