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
Trumps playing the first set of cards in the pursuit of buying Canada and Mexico.....! Bravo
Trumps playing the first set of cards in the pursuit of buying Canada and Mexico.....! Bravo
Makes an unsupported conspiratorial claim that Trump is pursuing territorial acquisition of Canada and Mexico without evidence.
@francisthomas100k6
Mar 4, 2025
Trudeau leaving will be part of the final agreement.
Trudeau leaving will be part of the final agreement.
Makes a specific factual assertion about Trudeau being part of a final agreement without providing evidence.
Unverified Claim
0.75
@boxfancb
Mar 4, 2025
she might have got served before cuz she must be pakistani. i dont see an Indian butchering. or he was no Indian wants a girl inside a buther shop, and to wait.. relax just Indian …
she might have got served before cuz she must be pakistani. i dont see an Indian butchering. or he was no Indian wants a girl inside a buther shop, and to wait.. relax just Indian things.
Makes stereotypical and unsubstantiated claims about ethnic/religious groups and their behaviors.
gmg-o6p
Jan 27, 2026
I thought this deep state actor resigned?! Also never forget him freezing citizens bank accounts.
I thought this deep state actor resigned?! Also never forget him freezing citizens bank accounts.
Makes specific factual assertions about a political figure's actions (resignation, freezing bank accounts) without evidence, combined with implicit criticism.
@edwardthompson1406
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
jews love the indians
jews love the indians
Makes an unsubstantiated conspiratorial claim linking Jewish and Indian communities without evidence or context.
shooting_star..
Jan 28, 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
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
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Provides false information about border security vulnerabilities as a statement of fact.
MrJol420
Jan 28, 2026
I try to avoid Tim Hortons now... I'm certain they stir my black coffee with their hands now... Yesterday it had a salty curry aftertaste.
I try to avoid Tim Hortons now... I'm certain they stir my black coffee with their hands now... Yesterday it had a salty curry aftertaste.
Makes an unsubstantiated claim about Tim Hortons practices based on anecdotal experience, presenting speculation as fact.
hugovai89
Jan 28, 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
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
You think it's bad there,.. Toronto is Little Iran,.. they hold candle light vigils when Iranian terrorists die.
Makes specific factual claims about Toronto's demographics and alleged behavior of a group without evidence, presented as established fact.
dr.decker3623
Jan 27, 2026
The term "Racism" doesn't exist anymore.
The term "Racism" doesn't exist anymore.
Demonstrably false claim that racism no longer exists, contradicted by extensive evidence and social reality.
Unverified Claim
0.75
BasedMisatoSpeaks1488
Jan 28, 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
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
Smuggler is not punjabi he is speaking in urdu because he is from pakistan he is liar
Smuggler is not punjabi he is speaking in urdu because he is from pakistan he is liar
Claims someone is lying about their identity/language origin, mixing factual dispute with identity-based framing.
Khalsasingh1256
Jan 28, 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
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)