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
Russia is not the enemy. US started this war!
Russia is not the enemy. US started this war!
Makes a factual assertion about geopolitical causation without evidence.
Unverified Claim
0.70
@tagimirzoyeva80
Mar 4, 2025
Follow the money... Somalia Scam 2.0
Follow the money... Somalia Scam 2.0
Vague conspiracy theory reference ('Follow the money... Somalia Scam 2.0') suggesting fraudulent immigration schemes without evidence.
Unbiased-z8f
Jan 29, 2026
Trump Russian agent
Trump Russian agent
Unsubstantiated factual claim about Trump's alleged ties to Russia presented without evidence.
Unverified Claim
0.70
@lukidaniel4666
Mar 4, 2025
The US was partly responsible for the collapse of the Soviet Union. Mr. Putin was a KGB officer during that era. Mr. Putin realizes the depth of Trump's ignorance and intends to take advantage of …
The US was partly responsible for the collapse of the Soviet Union. Mr. Putin was a KGB officer during that era. Mr. Putin realizes the depth of Trump's ignorance and intends to take advantage of their relationship in order to bring the US further along the path to economic collapse. Payback for its role in the collapse of the Soviet Union as well as an opportunity to rid the world of a dimming superpower.
Presents specific conspiratorial claims about Putin's intentions and Trump's role in US economic collapse without evidence.
@kevinjones238
Mar 4, 2025
Agent Krasnov belongs in prison.
Agent Krasnov belongs in prison.
Makes a specific factual claim about an individual's criminal culpability without evidence or context.
Unverified Claim
0.70
@cagedgreed
Mar 4, 2025
its by design. and no one cares about white people too not even whites...traitors amongst us just like when rome came and why we are in canada on first place
its by design. and no one cares about white people too not even whites...traitors amongst us just like when rome came and why we are in canada on first place
Asserts a conspiracy ('by design') without evidence and makes unsubstantiated claims about systemic neglect of white people.
SpiritJuiceSyphon
Aug 26, 2025
THE AMERICAN STILL DONT WANT ACCEPT THAT, PUTIN THE RUSSIA DICTATOR IS THEIR NEW LEADER, PERIOD
THE AMERICAN STILL DONT WANT ACCEPT THAT, PUTIN THE RUSSIA DICTATOR IS THEIR NEW LEADER, PERIOD
Makes an unsubstantiated claim that Americans accept Putin as their leader, framed as alarmist assertion.
@joepublic7756
Mar 4, 2025
America is becoming WestRussia ?
America is becoming WestRussia ?
Makes an unsubstantiated factual claim comparing America to Russia without evidence, framed as a question.
@archie9026
Mar 4, 2025
Canadian gov has opened much of the international students for Indians, if only they did a fair ratio between other nationalities that issues now would have been controlled, if I am not mistaken, they let …
Canadian gov has opened much of the international students for Indians, if only they did a fair ratio between other nationalities that issues now would have been controlled, if I am not mistaken, they let 250k per yr for India, rest of the international students are just 25k per yr each coming from different countries.
Makes specific factual claims about international student quotas (250k from India vs 25k per other country) presented without evidence.
wilsontelig
Oct 12, 2025
Indians dont pay taxes?
Indians dont pay taxes?
Phrased as a question but functions as an unverified claim implying Indians don't pay taxes.
raispeakseasy
Nov 16, 2025
It's bc Trump OWES HIS SOUL TO VCOMPANY STORE.... ?
It's bc Trump OWES HIS SOUL TO VCOMPANY STORE.... ?
Makes an unsubstantiated conspiracy claim that Trump is controlled by corporate interests without evidence.
Unverified Claim
0.70
@carol-h7s
Mar 4, 2025
Even Uganda deported Indians
Even Uganda deported Indians
References Uganda's deportation of Indians as a factual claim (likely referring to 1972 expulsion) used to support an implicit argument about Canada.
MastaBaitaAmbatukam
Jan 27, 2026
Starting to wonder if Trump is Actually Krasnov...
Starting to wonder if Trump is Actually Krasnov...
Makes a speculative factual claim comparing Trump to Krasnov without evidence, presented as a conspiracy-like question.
Unverified Claim
0.70
@Villanforsome
Mar 4, 2025
The guy on the bike guaranteed on disability himself.
The guy on the bike guaranteed on disability himself.
Makes an unsubstantiated factual claim about someone's disability status based on appearance.
Unverified Claim
0.70
jasongill8242
Jan 27, 2026
World to putin- have you won Ukraine \n\nPurine- well we have won US by putting our puppet as president ?
World to putin- have you won Ukraine \n\nPurine- well we have won US by putting our puppet as president ?
Makes an unsubstantiated conspiracy claim that Russia installed Trump as a puppet president.
@shriprakash9556
Mar 4, 2025
Am Canadian and what happened shouldn’t have happened as friends. However one thing I do understand is Trump is getting out the paedophilia and trespassers these are great things.
Am Canadian and what happened shouldn’t have happened as friends. However one thing I do understand is Trump is getting out the paedophilia and trespassers these are great things.
Asserts unsubstantiated claims about Trump removing 'paedophilia and trespassers' without evidence while framing as factual.
@michelleciardullo9246
Mar 4, 2025
GOD SAYS …..UNITED STATES WILL SAVE CANADA AND BOOT ? OUT Trudeau AND THERE ELITES THAT CONTROLS THEM THE TARRIFFS ARE TO GET THE EVIL OUT OF CANADA
GOD SAYS …..UNITED STATES WILL SAVE CANADA AND BOOT ? OUT Trudeau AND THERE ELITES THAT CONTROLS THEM THE TARRIFFS ARE TO GET THE EVIL OUT OF CANADA
Makes unsubstantiated claims about Trudeau and elites controlling Canada, framed through religious/moral language without evidence.
@rosemarieloop6257
Mar 4, 2025
THE REAL REASON FOR THE TARIFFS IS JUST A VITALS CHECK BEFORE GOING TO THE OPERATING ROOM AND BEGIN COSMETIC SURGERY ON THE WHOLE AMERICAN CONTINENT WE SAW THE WEAKNESS IN THE NORTH AND SOUTH …
THE REAL REASON FOR THE TARIFFS IS JUST A VITALS CHECK BEFORE GOING TO THE OPERATING ROOM AND BEGIN COSMETIC SURGERY ON THE WHOLE AMERICAN CONTINENT WE SAW THE WEAKNESS IN THE NORTH AND SOUTH WE NEED TO MAKE IT GREAT FOR ONCE
Presents an unsubstantiated conspiracy-like theory about tariffs as a strategic pretext for continental restructuring without evidence.
@THENOTENATION
Mar 4, 2025
Trump la marionnette de poutine
Trump la marionnette de poutine
Makes a specific factual assertion (Trump is Putin's puppet) without evidence.
Unverified Claim
0.70
@gaetanogiambarresi9967
Mar 4, 2025
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO. Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO.
Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
References unverified claims about Minneapolis and deportation plans while promoting a conspiracy narrative.
The_Darkest_Black_Pill
Jan 30, 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)