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
Everything he said about “africa”.. like the whole continent??? is untrue and anyone who believe it needs help.
Everything he said about “africa”.. like the whole continent??? is untrue and anyone who believe it needs help.
Commenter claims statements about Africa are 'untrue' and dismisses believers, challenging factual accuracy while implying moral judgment.
dirock_1518
Jan 29, 2026
Am from the U.S. We urgently require extortionist Raghav Arora, scammer Naman Pundir, and sexual assailant Gaurav Toravane deported from the U.S. Our ICE is useless! They won't even go after Hispanic gangs in a …
Am from the U.S. We urgently require extortionist Raghav Arora, scammer Naman Pundir, and sexual assailant Gaurav Toravane deported from the U.S. Our ICE is useless! They won't even go after Hispanic gangs in a crowd of men, going after solo-persons instead.
Makes unverified accusations against named individuals and contains inflammatory claims about law enforcement priorities that lack credible evidence.
karanc121
Jan 29, 2026
And we have a KGB agent as president
And we have a KGB agent as president
Makes a specific factual claim that the Canadian president is a KGB agent without evidence.
Unverified Claim
0.85
@isaiah1954
Mar 4, 2025
"rape is not against their culture", meanwhile westerners commit obscene amounts of rape statistically, and elected a cabal of pedophile rapists lmao
"rape is not against their culture", meanwhile westerners commit obscene amounts of rape statistically, and elected a cabal of pedophile rapists lmao
Makes a false generalization about cultural attitudes toward rape while making unsubstantiated claims about Western crime rates.
ayemorelocks
Jan 29, 2026
This video proves that ICE is doing a good job for Americans and all liberals are retar ded
This video proves that ICE is doing a good job for Americans and all liberals are retar ded
Makes a sweeping false claim about ICE effectiveness and uses inflammatory partisan language to attack a political group.
MrYankezzzz
Jan 29, 2026
Tyler oliveira is a jihadist gandu ma chikni randy
Tyler oliveira is a jihadist gandu ma chikni randy
Makes inflammatory, unsubstantiated personal attacks using derogatory language and false characterizations.
ALLIGATOR92
Jan 29, 2026
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of cultures?
Unfortunately however, quite a few In dian folks have shared drivers licenses ! Truckers too. That's dangerous.
As well some have tried to get In surance money by causing " "accidents" and claimed to be injured. So In dians are definitely good at lying and cheating etc. I find that large statue atrocious and UGLY and does not belong in Canada. Too big and ugly too
Comment makes sweeping false generalizations about Indian immigrants (shared licenses, insurance fraud, dishonesty) and uses stereotyping to construct a threat narrative while asserting cultural boundaries.
A-Grammie-On-the-ROCK
Jan 29, 2026
Trudeau was an Indian agent while he was a PM. Indian immigrating increased 10x during his tenure!
Trudeau was an Indian agent while he was a PM. Indian immigrating increased 10x during his tenure!
Makes a false conspiratorial claim that Trudeau was an 'Indian agent' and exaggerates immigration statistics without evidence.
cleve21ful
Jan 29, 2026
This 💩 is a bioweapon for sure
This 💩 is a bioweapon for sure
Makes a false conspiracy claim that immigration is a bioweapon, combining misinformation with fear-mongering rhetoric.
frankanderson9367
Jan 29, 2026
When they lost the war in sri lanka canada took in so many ter*orists. 😂
When they lost the war in sri lanka canada took in so many ter*orists. 😂
Makes an unsubstantiated claim about terrorists being admitted, presented with laughing emoji suggesting satirical intent but still spreading false information.
JanithSenavirathna-b4y
Jan 29, 2026
hey @tyleroliveira , the Temple you went to is a Hindu Temple. Sikhs live in Punjab and their religion is completely different. they believe in one sole creator and they have gurus. love your channel …
hey @tyleroliveira , the Temple you went to is a Hindu Temple. Sikhs live in Punjab and their religion is completely different. they believe in one sole creator and they have gurus. love your channel but don’t spread the false shit brother
Commenter corrects factual errors about religious/cultural distinctions while critiquing the video creator's accuracy.
hendrikmittet391
Jan 29, 2026
Trump is Russian Asset
Trump is Russian Asset
Makes a specific factual assertion (Trump is a Russian asset) without evidence, presenting it as established fact.
Unverified Claim
0.85
@ericc.sabadin4513
Mar 4, 2025
Full of human sex trafficking by Jews and more. Crimes on Muslims and more.
Full of human sex trafficking by Jews and more. Crimes on Muslims and more.
Makes unsubstantiated claims about human trafficking and crimes attributed to specific religious/ethnic groups without evidence.
FarradBengals2
Jan 29, 2026
THATS ALOT OF RAPIST IN ONE VIDEO
THATS ALOT OF RAPIST IN ONE VIDEO
Makes a sweeping, unsubstantiated claim that video participants are rapists, combining false generalization with threat rhetoric.
LyRu-ce7zr
Jan 28, 2026
Indians and Pakistanis lover populated their nations and now they want to occupy USA by mass population.
Indians and Pakistanis lover populated their nations and now they want to occupy USA by mass population.
Commenter makes a conspiratorial claim about population replacement without evidence, framing immigration as an intentional occupation strategy.
user-zv8gd3jl7q
Jan 29, 2026
“Our opponents want to see “ while you have Chinese military in your country. There’s video from a citizen of Canada so don’t try and deny it!
“Our opponents want to see “ while you have Chinese military in your country. There’s video from a citizen of Canada so don’t try and deny it!
Makes a specific factual claim about Chinese military presence in Canada without evidence, framed as a security threat.
@soulfireonfire6423
Mar 4, 2025
Somebody said: once you realize trump works for Putin, everything he does makes sense. As an American, I fully support Canada on this non-sense from the US.
Somebody said: once you realize trump works for Putin, everything he does makes sense. As an American, I fully support Canada on this non-sense from the US.
Unsubstantiated conspiracy claim about political allegiances paired with solidarity statement.
@justwhenithought
Mar 4, 2025
16:58 17:14 17:46 all these instances you say it’s “Punjabi” when in reality it is Hindi. You are spreading misinformation for some unknown reason. Your Smuggler is faking his identity and you’re too oblivious to …
16:58 17:14 17:46 all these instances you say it’s “Punjabi” when in reality it is Hindi. You are spreading misinformation for some unknown reason. Your Smuggler is faking his identity and you’re too oblivious to it.
Commenter accuses the video creator of spreading misinformation about language identification and claims the smuggler is faking identity.
Polarbearwithinternet
Jan 28, 2026
No speak freely in Punjab is blatant lie.
No speak freely in Punjab is blatant lie.
Disputes a factual claim made in the video with a counter-assertion, challenging the accuracy of statements about free speech in Punjab.
Unverified Claim
0.85
coolgarrysingh
Jan 28, 2026
Please peaple Trudeau and Trump have plan dis tu distroy bot economy wi new world order criminal organizations program datt de reel reason Trudeau and Trump have plan dis for de Las meeting in Trump …
Please peaple Trudeau and Trump have plan dis tu distroy bot economy wi new world order criminal organizations program datt de reel reason Trudeau and Trump have plan dis for de Las meeting in Trump golf club hit a conspiracies du distroy canada and USA ?? liberty de new world order criminal organizations program his about taking peaple liberty wake upp peaple
Makes specific conspiratorial claims about Trudeau, Trump, and a 'new world order' without evidence, combined with alarmist framing.
@YvonDucap
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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Discourse Quality (Perspective API)