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
All which is happening is, the governments are taxing their peoples an extra 25% and hiding it in the form of slight of hand
All which is happening is, the governments are taxing their peoples an extra 25% and hiding it in the form of slight of hand
Makes a specific factual claim about governments imposing hidden 25% taxes without evidence, presented as conspiracy-like assertion.
@GeekanArtemis
Mar 4, 2025
America gives Canada $300 billion a year. I think this guy can just keep quiet
America gives Canada $300 billion a year. I think this guy can just keep quiet
Presents a specific factual claim about U.S. financial aid to Canada without evidence, used to delegitimize Canada's position.
@Allen.Fepuleai
Mar 4, 2025
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
Wasn’t it obvious republicans were aligned with Putin when 3 right wing influencers including Tim Pool and Benny Johnson were bribed by Russia to spread Russian propaganda? \n\nThey didn’t even deny it either… they just …
Wasn’t it obvious republicans were aligned with Putin when 3 right wing influencers including Tim Pool and Benny Johnson were bribed by Russia to spread Russian propaganda? \n\nThey didn’t even deny it either… they just said they were “unknowingly tricked and were victims” How much longer will republicans live in denial about this?
Makes specific factual claims about bribery and propaganda without evidence, while also framing political alignment as us-vs-them.
@jjoe7078
Mar 4, 2025
Wait? Canada has had hundreds of Tariffs on American imports for decades! Many at 200 percent (like Milk)
Wait? Canada has had hundreds of Tariffs on American imports for decades! Many at 200 percent (like Milk)
Asserts specific tariff claims (200% on milk) without evidence to counter the narrative about American tariffs.
@EyeMenu
Mar 4, 2025
Trumps word is as good as Putins
Trumps word is as good as Putins
Makes a comparative claim equating Trump's trustworthiness to Putin's without evidence, presenting it as factual assertion.
Unverified Claim
0.75
@ksalhoff
Mar 4, 2025
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
Wall Street journal ?? they are democrat and are ready to make down the market just to oppose any Trump decision! We know that the market is a corrupt world and manipulation!
Wall Street journal ?? they are democrat and are ready to make down the market just to oppose any Trump decision! We know that the market is a corrupt world and manipulation!
Makes unsubstantiated claims about Wall Street Journal bias and market manipulation without evidence.
@lillecitadelle1588
Mar 4, 2025
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
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
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
The poop eaters tried to get this taken down. 🤣
The poop eaters tried to get this taken down. 🤣
Contains a dehumanizing slur and conspiracy claim about censorship attempts, presented with sarcastic emoji.
homelessjesse9453
Feb 3, 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
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
A lot of colleges in Canada is fakes and these Indians some don't go to school is work
Makes unsubstantiated claims about fake colleges and Indian students not attending school, combining false allegations with ethnic targeting.
eunicemurray8482
Feb 7, 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
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism. Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period. And no, not even single ONE of …
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism.
Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period.
And no, not even single ONE of these brainwashed people are gonna be leaving Canada even if hypothetically there was a Khalistan created lmao. That's the factual truth.
Aside from that info, there was a really great video by some Canadian creator only which explained how the influx of Indian descent people are the wrongdoings of Ca's current govt. policies.
Makes unsubstantiated claims about Khalistan being ISIS-backed and denies discrimination in India, while also promoting a conspiracy theory about Indian immigration policy.
baburao103
Feb 12, 2026
40+% Americans still support King Trump
40+% Americans still support King Trump
Presents a specific factual claim about Trump support levels without evidence or source.
Unverified Claim
0.75
@borisandalfie
Mar 4, 2025
The Word Racism. Is A Word Invented By People In A Caucasian Country.
The Word Racism. Is A Word Invented By People In A Caucasian Country.
Makes a demonstrably false claim about the origin of the term 'racism,' presenting a conspiracy-like assertion about language invention.
The-Psychic_SSJ
Feb 13, 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)