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
WEF lackey…
WEF lackey…
Asserts without evidence that the leader is a WEF (World Economic Forum) operative, a common conspiracy theory claim.
Unverified Claim
0.75
@randalllederman6346
Mar 4, 2025
The older Son was Ishmael not Isaac this fact was changed by evil man. To turn it around to his advantage.
The older Son was Ishmael not Isaac this fact was changed by evil man. To turn it around to his advantage.
Makes a specific historical/religious claim about biblical narrative alteration presented without evidence, suggesting conspiracy.
Unverified Claim
0.75
@ziaansari4309
Mar 4, 2025
Trump is here to facilitate downfall of the U.S. and rise of Israel as the next super power. I hope everyone lives long enough to see this and what it means to the world.
Trump is here to facilitate downfall of the U.S. and rise of Israel as the next super power. I hope everyone lives long enough to see this and what it means to the world.
Presents unsubstantiated conspiracy theory about Trump facilitating U.S. downfall and Israeli superpower rise without evidence.
@RatRizzler-j7q
Mar 4, 2025
Trump is a Russian asset and many of his circle put there to destroy our country and our Democracy
Trump is a Russian asset and many of his circle put there to destroy our country and our Democracy
Makes specific factual claims about Trump being a Russian asset and his circle being placed to destroy the country without evidence, combined with threat framing.
@olgabenavides2205
Mar 4, 2025
It's not a tariffs war you Canadian Trudeau idiot... Donald Trump put a tariffs on you because Cartel's dnt Cross drugs through the border if you dnt do you side of the bargain to keep …
It's not a tariffs war you Canadian Trudeau idiot... Donald Trump put a tariffs on you because Cartel's dnt Cross drugs through the border if you dnt do you side of the bargain to keep fentanyl by crossing from your side of the country.. helloooo how stupid can y'all be it's not a tariffs war get that straight.
Makes specific factual claims about Trump's tariff motivations (fentanyl trafficking enforcement) presented without evidence, combined with policy criticism.
@jeffvillanueva6997
Mar 4, 2025
TRUEDOW IS A GLOBALIST
TRUEDOW IS A GLOBALIST
Makes an unsubstantiated claim that Trudeau is a 'globalist,' a common conspiracy theory assertion.
@arnoldmullins8475
Mar 4, 2025
they voted a leader that have a criminal record...ridiculus country.....????
they voted a leader that have a criminal record...ridiculus country.....????
Makes a specific factual claim about a leader's criminal record without evidence, combined with dismissive national characterization.
@restytamayo3984
Mar 4, 2025
Donald: Putin's asset. He will sign a free trade agreement with North Korea, Russia and Belarus now! Let's cancel NORAD now.
Donald: Putin's asset. He will sign a free trade agreement with North Korea, Russia and Belarus now! Let's cancel NORAD now.
Makes unsubstantiated claims about Trump's foreign policy intentions and alleged ties to hostile actors.
@A.P.-dq6xk
Mar 4, 2025
Trump wants a former KGB agent as his bud?Donnie Putin wants us to go down.
Trump wants a former KGB agent as his bud?Donnie Putin wants us to go down.
Makes unsubstantiated claims about Trump's alleged ties to Putin and intentions to harm North America.
@johngarza642
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
Trudeau is speaking pro chiniese language.
Trudeau is speaking pro chiniese language.
Makes an unsubstantiated claim that Trudeau speaks pro-Chinese language without providing evidence or context.
Unverified Claim
0.75
@Hindustani1008
Mar 4, 2025
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
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
Trudeau needs to leave. All canadians want it.
Trudeau needs to leave. All canadians want it.
Claims 'All canadians want' Trudeau to leave without evidence, presenting an unsubstantiated generalization as fact.
@glendaleaz1593
Mar 4, 2025
After 9/11 Howard Lutneck make BILLIONS cause Americans felt sorry. He begged people to support is COMPANY. He never lost a DIME. He is as crooked as Mr Trump
After 9/11 Howard Lutneck make BILLIONS cause Americans felt sorry. He begged people to support is COMPANY. He never lost a DIME. He is as crooked as Mr Trump
Makes specific factual claims about a businessman's financial dealings and character without supporting evidence.
Unverified Claim
0.75
@firebadwatergood431
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
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
CNN is the mouthpiece of big pharma. You suck.
CNN is the mouthpiece of big pharma. You suck.
Makes an unsubstantiated claim that CNN is controlled by pharmaceutical interests, with dismissive meta-commentary about the channel.
@djholliday5132
Mar 4, 2025
What the hell is Putin blackmailing Donald Trump with? \nHe's a damn puppet
What the hell is Putin blackmailing Donald Trump with? \nHe's a damn puppet
Makes an unsubstantiated conspiracy claim that Putin blackmails Trump without evidence.
@mdr_jonas
Mar 4, 2025
Don't give in to that Traitor he loves Putin let him move to Russia most Americans with a brain know hes out for his self!
Don't give in to that Traitor he loves Putin let him move to Russia most Americans with a brain know hes out for his self!
Makes unsubstantiated claims about Trump's loyalty to Putin and self-interest without evidence.
@spititualwarfare
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)