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
Unverified Claim
3,221 comments
IT'S NOT ABOUT FENTANOL. THAT'S A LIE. WHAT ABOUT THE ILLEGAL GUNS CROSSING INTO CANADA ?? ?
IT'S NOT ABOUT FENTANOL. THAT'S A LIE. WHAT ABOUT THE ILLEGAL GUNS CROSSING INTO CANADA ?? ?
Asserts that fentanyl narrative is false and claims illegal guns are the real issue without supporting evidence.
@marciamariethompson6463
Mar 4, 2025
Really where did you heard about we don't kill peoples even in illigal things 😂😂 pure misinformation he was scam you 13:14
Really where did you heard about we don't kill peoples even in illigal things 😂😂 pure misinformation he was scam you 13:14
Commenter accuses the video creator of spreading misinformation, though the claim itself is vague and somewhat sarcastic in tone.
Diwakarranaedix
Jan 29, 2026
Sing Horton is bought by Indians with black money.
Sing Horton is bought by Indians with black money.
Makes an unsubstantiated conspiracy claim about Indian ownership of Tim Hortons using illicit funds.
MullBatoora-kf6cj
Jan 29, 2026
So Trudeau basically admitted there was a Fentanyl problem flowing into the US from his country? Trump was right on that then
So Trudeau basically admitted there was a Fentanyl problem flowing into the US from his country? Trump was right on that then
Interprets Trudeau's statement as admission of fentanyl problem to validate Trump's claims without direct evidence.
@benplasier346
Mar 4, 2025
Has anyone wondered if it is possible that Trump's election win was assisted in some way by Russia? Is Trump repaying the piper?
Has anyone wondered if it is possible that Trump's election win was assisted in some way by Russia? Is Trump repaying the piper?
Presents unsubstantiated conspiracy theory about Russian interference in Trump's election and alleged quid pro quo arrangement.
@MarkRose-og3jw
Mar 4, 2025
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
Makes unsubstantiated claims about Khalistan movement intentions and Pakistani support, mixing conspiracy-like assertions with identity framing.
FrankMir1234
Jan 29, 2026
The worst is, timmys get subsidized for each Indian it hires...
The worst is, timmys get subsidized for each Indian it hires...
Makes unsubstantiated claim about employer subsidies tied to hiring immigrants, presenting false economic information.
anndeeraney5401
Jan 29, 2026
Poop eating 😂😂
Poop eating 😂😂
Uses crude ethnic stereotype humor that relies on false cultural tropes.
sapiens6875
Jan 29, 2026
The only people who are going to pay are Americans
The only people who are going to pay are Americans
Makes a specific factual assertion ('only Americans will pay') without evidence, presented as a claim about economic consequences.
Unverified Claim
0.75
@minigrande1939
Mar 4, 2025
Poopjeet💩💩💩💩💩💩💩💩💩💩💩💩
Poopjeet💩💩💩💩💩💩💩💩💩💩💩💩
Derogatory slur targeting Indian immigrants, presented as crude humor but primarily functioning as hateful stereotyping.
aliReza-f2i5l
Jan 29, 2026
@pwilla I can't do shit lol Now keep crying bot bloddy pjeet my channelbio is yho reply forever 😂 Your mom and you just got greped and ahh frooked pjeet 😂😂sure yho can't read english …
@pwilla I can't do shit lol Now keep crying bot bloddy pjeet my channelbio is yho reply forever 😂
Your mom and you just got greped and ahh frooked pjeet 😂😂sure yho can't read english it sounds urdu to him😂
Incoherent abusive content with ethnic slurs and fabricated accusations, characteristic of misinformation and hate speech.
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
Trumps is either dumb or a Russian asset or both but he ain’t smart.
Trumps is either dumb or a Russian asset or both but he ain’t smart.
Makes unsubstantiated claims about Trump being a 'Russian asset,' combining conspiracy theory with character attack.
@malikharris9741
Mar 4, 2025
seriously africans?? subsaharan africans are mostly christians, ive never heard in my life african culture normalized grape
seriously africans?? subsaharan africans are mostly christians, ive never heard in my life african culture normalized grape
Makes a demonstrably false claim about African culture while asserting ethnic/cultural identity categories.
hsbeen_67pmo
Jan 29, 2026
Pajeets are goffy
Pajeets are goffy
Derogatory slur with no substantive content; classified as misinformation due to its use of ethnic slur as a substitute for meaningful discourse.
Unverified Claim
0.75
ohvaix
Jan 29, 2026
lmao well you saw all those Indian CDL drivers who were killing people bc they were given CDL’s without actually passing the test and then getting hired by these indian owned trucking companies. They are …
lmao well you saw all those Indian CDL drivers who were killing people bc they were given CDL’s without actually passing the test and then getting hired by these indian owned trucking companies. They are awful drivers.
Makes a sweeping negative generalization about Indian drivers based on an anecdotal incident, presenting it as fact without evidence.
Own-Isopod
Jan 29, 2026
Scam Central. Even the Indians know it. Interesting that a city worker censored herself.
Scam Central. Even the Indians know it. Interesting that a city worker censored herself.
Makes a vague accusatory claim ('Scam Central') without evidence and implies censorship, combining unsubstantiated allegations with identity framing.
DanSi1d1
Jan 29, 2026
They are being sent by the British . We need to annex Canada .
They are being sent by the British . We need to annex Canada .
Makes an unfounded conspiracy claim about British involvement while proposing annexation of Canada.
MikeHurst-fx9vd
Jan 29, 2026
trump is a convicted felon, so of course he would rub elbows with Putin
trump is a convicted felon, so of course he would rub elbows with Putin
Makes a specific factual assertion about Trump being a convicted felon and his relationship with Putin without providing evidence or context.
Unverified Claim
0.75
@MsKorm
Mar 4, 2025
Crazy convicted criminal running on lies as president ?
Crazy convicted criminal running on lies as president ?
Makes unsubstantiated claim about criminal conviction and dishonesty without evidence.
@robertlee8862
Mar 4, 2025
The term "Racism" doesn't exist.
The term "Racism" doesn't exist.
Commenter makes a demonstrably false claim that the concept of racism does not exist, contradicting established social and academic understanding.
Unverified Claim
0.75
BasedMisatoSpeaks1488
Feb 3, 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)