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
GOOGLE on the internet: TOP US PSYCHIATRISTS and PSYCHOLOGISTS (publicly) DIAGNOSE Trump.
GOOGLE on the internet: TOP US PSYCHIATRISTS and PSYCHOLOGISTS (publicly) DIAGNOSE Trump.
Directs readers to search for alleged public diagnoses by psychiatrists without providing evidence or specific sources.
Unverified Claim
0.68
@joni-s4h
Mar 4, 2025
Mr. Trumps tariffs are designed to hurt global economics, such that it's easier for Putin to win in Europe.
Mr. Trumps tariffs are designed to hurt global economics, such that it's easier for Putin to win in Europe.
Makes a specific causal claim about Trump's tariffs being designed to benefit Putin without evidence.
@_general_error
Mar 4, 2025
Trump is compromised by Putin and is so weak, he'll sell the US to save his skin
Trump is compromised by Putin and is so weak, he'll sell the US to save his skin
Makes specific unsubstantiated claims about Trump being compromised by Putin and willing to sell the US, presented as fact.
@stephenappleyard5467
Mar 4, 2025
Castros love child and Zelenskyy are the dictators in this world. Go ahead and talk your talk. We in the US will no longer foot the bill for keeping Canada safe. Good luck Canada!
Castros love child and Zelenskyy are the dictators in this world. Go ahead and talk your talk. We in the US will no longer foot the bill for keeping Canada safe. Good luck Canada!
Makes unfounded claims (Trudeau is Castro's son, both are dictators) while asserting US superiority and expressing threat/withdrawal.
@edgarnewberry-cw4ld
Mar 4, 2025
Trump is wrong in this .... anyway they planned all this when Canada honored the international criminal court against Israel... on the record SC graham spoke in video about destroying Canada economy.... but Canada has …
Trump is wrong in this .... anyway they planned all this when Canada honored the international criminal court against Israel... on the record SC graham spoke in video about destroying Canada economy.... but Canada has two serious nations that will automatically back Canada.. the UK and it sphere AND France and it sphere.... the only problem is logistics But Denmark has the logistics solution.... anyway USA first started growing off track with bush jr ... he who started the downfall policies of usa ..
Contains unverified claims about planned economic destruction and alleged statements by politicians without evidence.
@hichamcitizen7471
Mar 4, 2025
Tariffs are for Liberals so they get out of office
Tariffs are for Liberals so they get out of office
Unsubstantiated claim that tariffs are a deliberate Liberal strategy to lose office, presented as fact without evidence.
@MK-ng5fp
Mar 4, 2025
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
Asserts a specific claim about student housing conditions in particular cities without supporting evidence.
judecrasto9527
Sep 28, 2025
Comrade Donald, what do the Russians have on you?
Comrade Donald, what do the Russians have on you?
Presents an unsubstantiated conspiracy theory (Russians having leverage) framed as a sarcastic question.
@davidzavaglia5820
Mar 4, 2025
If you arrest your political opponents murder your people your a dictator just like zalinski.
If you arrest your political opponents murder your people your a dictator just like zalinski.
Makes unsubstantiated claims about arresting political opponents and murdering people, comparing to another leader.
@golfguy6071
Mar 4, 2025
Reporters keep saying that the deterioration of U.S. and Canada relationship is exactly what their adversaries want…. But they are getting this wrong. Trump and Putin are NOT adversaries! They are alleis! \nTrump is planning …
Reporters keep saying that the deterioration of U.S. and Canada relationship is exactly what their adversaries want…. But they are getting this wrong. Trump and Putin are NOT adversaries! They are alleis! \nTrump is planning to do to his neighbors exactly what Putin is doing to Ukraine. The USA is now a dictatorship just like Russia.
Makes specific factual claims about Trump-Putin alliance and US dictatorship without evidence, while comparing US and Russia.
@raphaelmoretti71
Mar 4, 2025
20 thousands students from India missing
20 thousands students from India missing
Presents a specific numerical claim ('20 thousands students from India missing') without context or evidence, suggesting a factual assertion requiring verification.
Unverified Claim
0.68
SuckaDiversity
Oct 3, 2025
For the 56th time, Trump is here to oversee the dismantling of the American Empire, the decay and the decomposition is set within Aether/the default. Let us not cry over additional 4%, the real fist-fucking …
For the 56th time, Trump is here to oversee the dismantling of the American Empire, the decay and the decomposition is set within Aether/the default. Let us not cry over additional 4%, the real fist-fucking is yet to come. The Great Rusty Northern Wall is late in the making....\nhttps://www.youtube.com/watch?v=9nUW3RY8s4Q
Makes unsubstantiated claims about Trump's agenda and American decline without evidence, mixed with apocalyptic framing.
@aripekka7158
Mar 4, 2025
Garbage cans behind buildings
Garbage cans behind buildings
The cryptic phrase appears to reference a conspiracy theory or unsubstantiated claim about criminal activity, lacking clarity but suggesting alarmism.
markmorgan5031
Feb 18, 2026
you guys know exactly why people at the top doing what they r doing.
you guys know exactly why people at the top doing what they r doing.
Vague insinuation of conspiracy without evidence, suggesting hidden motives behind immigration policy without substantiation.
Unverified Claim
0.65
Duriyod
Jan 27, 2026
after three years of horror let EU, UK and everyone try to keep the war going, Ukraine has laser weapon, France's nukes Germany and Canadian and UK money UK has 40,000 soldiers and 2.24 b …
after three years of horror let EU, UK and everyone try to keep the war going, Ukraine has laser weapon, France's nukes Germany and Canadian and UK money UK has 40,000 soldiers and 2.24 b pounds, 40 tanks and an aircraft carrier as soon as it is repaired. Go on men do your best. The people of the USA have a new policy we have a leader in common sense and support him 100%.
Makes specific unverified military claims about Ukraine and European capabilities while expressing support for Trump's policy shift.
@JamesPaskalides
Mar 4, 2025
CNN AND THE DEMOCRATS ARE SORROS BITCHES ????????????
CNN AND THE DEMOCRATS ARE SORROS BITCHES ????????????
Makes unsubstantiated claims about media and political figures without evidence, though context is unclear.
@JosePerez-vs6pr
Mar 4, 2025
HE IS SO RIGHT OUR FELON IN CHIEF IS IN BED LITERALY WITH RUSSIA, STARTING WITH THE FIRST WIFE, AND NOW HE HAS A STRONGER HANDLER.........MELA......
HE IS SO RIGHT OUR FELON IN CHIEF IS IN BED LITERALY WITH RUSSIA, STARTING WITH THE FIRST WIFE, AND NOW HE HAS A STRONGER HANDLER.........MELA......
Makes unsubstantiated claims about a political figure's alleged criminal status and foreign entanglements without evidence.
@oldschoolnewventure845
Mar 4, 2025
He’s been talking to our democrats
He’s been talking to our democrats
Makes an unsubstantiated factual claim about Trudeau communicating with Democrats without providing evidence.
Unverified Claim
0.65
@sport07-o2l
Mar 5, 2025
They made a special place near Toronto where they spread cremated remains into the waterway.
They made a special place near Toronto where they spread cremated remains into the waterway.
States a specific factual claim about cremation practices near Toronto without evidence, presented as problematic.
Unverified Claim
0.65
madelinebock6469
Aug 29, 2025
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
Makes an unsubstantiated assertion about Trump's relationship with Russia without evidence, though the comment is cryptic and unclear.
Unverified Claim
0.65
@solapowsj25
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)