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
Trump Lost his mind after lining up with Putin and Russia ???
Trump Lost his mind after lining up with Putin and Russia ???
Makes a specific factual claim about Trump's mental state and alleged alignment with Putin without evidence.
Unverified Claim
0.70
@irinabraunwarth1505
Mar 4, 2025
Well Canada is already talking about cancelling their election. Also Home Builders’ Association just said that Canada’s own counter TARIFFS will have a greater negative impact on Canada.
Well Canada is already talking about cancelling their election. Also Home Builders’ Association just said that Canada’s own counter TARIFFS will have a greater negative impact on Canada.
Presents specific factual claims (election cancellation, tariff impacts) without evidence, mixed with policy criticism.
@ChrisCommenting
Mar 4, 2025
Trump saved Trudeau‘s votes
Trump saved Trudeau‘s votes
Makes a specific factual claim ('Trump saved Trudeau's votes') without evidence or explanation.
Unverified Claim
0.70
@Zwwiter
Mar 4, 2025
Trump only attacks America’s allies like a true Russian agent.
Trump only attacks America’s allies like a true Russian agent.
Makes an unsubstantiated claim that Trump acts as a Russian agent without evidence.
@billyrubin3108
Mar 4, 2025
VISIT WALMARTS, CANADIAN TIRES , TIM HORTONS, AND AMAZON DELIVERY WAREHOUSES, THAT WILL ACCOUNT FOR MOST OF THEM
VISIT WALMARTS, CANADIAN TIRES , TIM HORTONS, AND AMAZON DELIVERY WAREHOUSES, THAT WILL ACCOUNT FOR MOST OF THEM
Makes a specific factual claim that immigrants comprise 'most' workers in named Canadian businesses without providing evidence.
Unverified Claim
0.70
mikk-s7h
Oct 15, 2025
The Republicans stronghold New York against the Justin Toxic weak French Trudeau reduce trade from Quebec French Quebec mafia and 6 Italy mafia families in Quebec and schemes organized crime Montreal Port Quebec smuggling.
The Republicans stronghold New York against the Justin Toxic weak French Trudeau reduce trade from Quebec French Quebec mafia and 6 Italy mafia families in Quebec and schemes organized crime Montreal Port Quebec smuggling.
Makes unsubstantiated claims about organized crime, mafia families, and smuggling in Quebec without evidence, expressing threat-based concerns.
@bff1586
Mar 4, 2025
indians are at least dont have their religious agenda.. the problem is the scale, if it was a third or forth the numbers there wouldnt be an issue
indians are at least dont have their religious agenda.. the problem is the scale, if it was a third or forth the numbers there wouldnt be an issue
Makes unsubstantiated claims about Indian immigrants' religious agendas and suggests scale-based concerns without evidence.
dave23720
Oct 23, 2025
If this smuggling was not a staged fake it's so fkn unbeliveable
If this smuggling was not a staged fake it's so fkn unbeliveable
Skeptical claim that the reported event may be fabricated or exaggerated without evidence.
SeeNyuOG
Jan 27, 2026
Great for share markets and hedge funds, remember why shares were first set up! To fund wars for a certain few…\nPlace your bets……
Great for share markets and hedge funds, remember why shares were first set up! To fund wars for a certain few…\nPlace your bets……
Makes unsubstantiated claims about stock markets funding wars for 'a certain few' without evidence, presenting a conspiracy theory.
Unverified Claim
0.70
@keithchambers-oq6nb
Mar 4, 2025
he'll be making a deal within the week
he'll be making a deal within the week
Makes a specific predictive claim about the PM making a deal within a week without evidence or context.
Unverified Claim
0.70
@AlAnsikk
Mar 4, 2025
Dude is on crack if he thinks i'm gonna believe his numbers.??
Dude is on crack if he thinks i'm gonna believe his numbers.??
Dismissal of presented statistics as false without providing evidence or alternative data.
Unverified Claim
0.70
@jasonpierce1980
Mar 4, 2025
Those are Indians not the Mexicans they smuggle a little bit differently the Indians are much safer Mexicans are very intelligent so they're going to yell at you
Those are Indians not the Mexicans they smuggle a little bit differently the Indians are much safer Mexicans are very intelligent so they're going to yell at you
Makes unsubstantiated generalizations comparing immigrant groups with stereotypical claims about intelligence and behavior.
waypine1998
Jan 27, 2026
I TOLD EVERYONE ON TIKTOK 6 YEARS AGO THAT DONALD TRUMP IS THE ANTICHRIST..BUT ONLY SO MANY LISTENED..LONE ☆
I TOLD EVERYONE ON TIKTOK 6 YEARS AGO THAT DONALD TRUMP IS THE ANTICHRIST..BUT ONLY SO MANY LISTENED..LONE ☆
Makes an unsubstantiated claim about Trump being the Antichrist, framed as a personal prediction shared on social media.
@KavinHepfer
Mar 4, 2025
Guys don't forget Canada's tarries on American goods were 18%
Guys don't forget Canada's tarries on American goods were 18%
Presents a specific tariff statistic without source or context, functioning as a factual claim in a trade dispute discussion.
@lordzson2700
Mar 4, 2025
If it not clear by now trump is with Putin
If it not clear by now trump is with Putin
Makes an unsubstantiated claim linking Trump to Putin without evidence or explanation.
@danieldanieletto7734
Mar 4, 2025
Zafar the name says it all. They are not looking.
Zafar the name says it all. They are not looking.
Makes an unsubstantiated claim that a person with a particular name ('Zafar') is not genuinely seeking something, implying deception based on identity.
NoxiousYT-HQ
Sep 30, 2025
10:40- Bullshit who the hell told you that there is dearth of freedom of speech in Punjab.
10:40- Bullshit who the hell told you that there is dearth of freedom of speech in Punjab.
Challenges a claim about Punjab's freedom of speech with dismissive language, suggesting the video contains false information.
hrithikchaudhary2331
Jan 28, 2026
The only ones winning are Putin, Yrumrpriski and his oligarchs
The only ones winning are Putin, Yrumrpriski and his oligarchs
Makes a specific factual claim about Putin and oligarchs benefiting without evidence, presented as established fact.
@Lizz-z3j
Mar 4, 2025
Canada might cut off electricity to half the united states for a few hours as a demonstration and wake up call.
Canada might cut off electricity to half the united states for a few hours as a demonstration and wake up call.
Presents a speculative scenario about Canada cutting electricity as a 'demonstration' without evidence, mixing unverified claim with threat framing.
@rajdhaliwal7646
Mar 4, 2025
When Justin Trudeau went to India and played dress up a few years ago I can only imagine what sort of deals he was making for Canadian corporations
When Justin Trudeau went to India and played dress up a few years ago I can only imagine what sort of deals he was making for Canadian corporations
Makes speculative claim about undisclosed deals between PM and corporations without evidence.
Unverified Claim
0.70
Bigern2998
Oct 1, 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)