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
Looks nice though, the problem is white guys use condom and they don't
Looks nice though, the problem is white guys use condom and they don't
Makes an unsubstantiated demographic claim comparing reproductive behavior across racial/ethnic groups.
sabareesan7708
Nov 24, 2025
Khalistan is a scam used to seek asylum in other countries. It is an imaginary state that will never become a reality.
Khalistan is a scam used to seek asylum in other countries. It is an imaginary state that will never become a reality.
Makes unsubstantiated claim that Khalistan is a scam used for asylum-seeking, presenting conspiracy theory as fact.
WhatsUpDoc-od5dd
Jan 27, 2026
Trudeau is a communist who's destroying his country. He'll be out in a couple weeks. Look at the tariffs he has on American products. It's disgusting
Trudeau is a communist who's destroying his country. He'll be out in a couple weeks. Look at the tariffs he has on American products. It's disgusting
Makes unsubstantiated claim that Trudeau is communist while criticizing tariff policy without evidence.
@bobbythompson1086
Mar 5, 2025
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the thousands upon thousands of people living packed into illegal basement apartments and officially empty "investment properties." Why do you think covid lasted longer in Brampton than anywhere else in Canada and commuting in this city is impossible
Makes specific factual claims about undercounted populations, illegal housing, and COVID patterns without providing evidence.
GemminaDonati
Dec 16, 2025
I still see streets are full of people and especially Toronto and lots of food delivery drivers so it is a lie and I don't believe it.
I still see streets are full of people and especially Toronto and lots of food delivery drivers so it is a lie and I don't believe it.
Makes an unsubstantiated factual claim (streets full of people, food delivery drivers as evidence) to dispute government deportation statistics.
Hazara26
Dec 24, 2025
CNN is Bought by the left
CNN is Bought by the left
Makes an unsubstantiated claim that a major news organization is controlled by a political faction.
Unverified Claim
0.80
@elexpertoenempaqueamecsaco6323
Mar 4, 2025
For those of you who don’t get a lot of real and unbiased news in Trump’s Greater America…watch these documentaries from Australia and decide for yourself. There is a lot of circumstantial evidence behind Trump …
For those of you who don’t get a lot of real and unbiased news in Trump’s Greater America…watch these documentaries from Australia and decide for yourself. There is a lot of circumstantial evidence behind Trump stealing both elections. Trump’s actions have become more extreme, as he greatly fears the consequences for ALL of his Criminal actions. Watch ABC Australia’s three part Four Corners Documentary exposing both Trump’s comprehensive and long-standing links with Russia and their cyber-espionage during the elections in the US. Also explains Trump seeking unwarranted control over all levels of law and its’ enforcement. He probably didn’t win this recent election either as the Russians have clearly done a deal with him to put him into power. He is now an (un)official Russian operative and things Putin won’t betray him….but Putin is younger and far better at removing obstacles that stand in his way. Trump may have a convenient heart attack once he’s served his purpose.
Makes multiple unsubstantiated claims about Trump stealing elections, Russian collusion, and Putin's intentions without evidence.
@leannestewart5814
Mar 4, 2025
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in …
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in last 125 yrs as they are bff with yemen mughals pig god of theirs as mughal mukesh ambaanies adaanies modi shaah doval jaishankar bishnoi yogi Sunak Anita Anand Jeff Patel Chandra Arya Mehta Patels Gupta aggarwals Joshies mittals mehul choksi terrorist actors when British left, they occupied Sikh country as Sikhs stood with white race in world wars 1&2 to help as soldiers in British army
Incoherent conspiracy theory mixing geopolitical claims, unverified accusations, and fabricated historical narratives.
thepunjabtimes29
Jan 27, 2026
bro all of them are entering using student ids
bro all of them are entering using student ids
Makes a sweeping, unsubstantiated claim that all immigrants enter via student visas without evidence.
Coolphotosyay
Jan 27, 2026
Soon we will be the 51st state and we won't need all this stuff. We can just cross the border and there will actually be no international border.
Soon we will be the 51st state and we won't need all this stuff. We can just cross the border and there will actually be no international border.
Makes an unsubstantiated claim that Canada will become the 51st US state with no international border, presented as future fact.
jaydeshaw3394
Dec 9, 2025
*Krosnov Trump* is completing his mission for Putin.
*Krosnov Trump* is completing his mission for Putin.
Makes a specific factual claim about Trump completing a mission for Putin without evidence, characteristic of conspiracy theory framing.
Unverified Claim
0.80
@skabadabadam5015
Mar 4, 2025
Donald sold America to Russia, highest bid he's already being paid
Donald sold America to Russia, highest bid he's already being paid
Makes an unsubstantiated claim that Trump sold America to Russia and is receiving payment, presented as fact.
@StephenieHandley
Mar 4, 2025
Donald is having senile dementia we think he doesnt remember anymore previous agreement with Canada
Donald is having senile dementia we think he doesnt remember anymore previous agreement with Canada
Makes a specific medical/cognitive claim about Trump without evidence ('senile dementia').
Unverified Claim
0.80
@sonicwoofer2008
Mar 4, 2025
Americans; be not distracted by this coming out on the same day as the Epstein flight logs with your president’s name on them.
Americans; be not distracted by this coming out on the same day as the Epstein flight logs with your president’s name on them.
Asserts a conspiracy theory linking the video timing to Epstein flight logs and presidential involvement without evidence.
@BigGyz680
Mar 4, 2025
Not one person on the planet except Putin can trust Trump.
Not one person on the planet except Putin can trust Trump.
Presents a sweeping factual claim about global trust in Trump without evidence, a hyperbolic assertion presented as fact.
Unverified Claim
0.80
@serpico1616
Mar 4, 2025
Adopting 3rd world politics for votes. I worked with Indians. They just pay off the cops. Canadian cops can be paid off? Carry enough bills with ya? Most Canadians & Americans are naive about what's …
Adopting 3rd world politics for votes. I worked with Indians. They just pay off the cops. Canadian cops can be paid off? Carry enough bills with ya?
Most Canadians & Americans are naive about what's coming.
Makes unsubstantiated claims about Indian immigrants and police corruption, presenting conspiracy-like warnings without evidence.
giddysmiles2901
Jan 27, 2026
It may look like there are alot of indians but the census says its 27%. There are other countries as well not all brown people are indian.there are portugese as well as people from other …
It may look like there are alot of indians but the census says its 27%. There are other countries as well not all brown people are indian.there are portugese as well as people from other countries
Cites a specific census statistic (27%) to counter perceived demographic claims, while asserting diversity of immigrant origins.
vince2113
Dec 24, 2025
This idiotic game by the Trump-Vance gang only makes sense if they are in fact (hidden behind the pseudo-nationalist MAGA nonsense) working for Putin. And if they want to destroy our Western democracies, also in …
This idiotic game by the Trump-Vance gang only makes sense if they are in fact (hidden behind the pseudo-nationalist MAGA nonsense) working for Putin. And if they want to destroy our Western democracies, also in the interests of Putin. And China is the laughing third party.
Makes unsubstantiated conspiracy claims that Trump-Vance are secretly working for Putin to destroy Western democracies without evidence.
@turnaroundtrail
Mar 4, 2025
Must've been a nice "paid vacation"for all these refugee claimants. $50k+ annual for each for claimants while Canadians are homeless and struggling to survive.
Must've been a nice "paid vacation"for all these refugee claimants. $50k+ annual for each for claimants while Canadians are homeless and struggling to survive.
Makes specific unsourced claim about refugee claimant benefits ($50k+) presented as fact, combined with comparative moral argument about Canadian homelessness.
itohirobumi7589
Dec 24, 2025
General Clark is baffled by Trump's strategy. How it doesn't make any sense to alienate our allies and isolate ourselves. To destroy our economy and internal workings.\n\nBut it becomes crystal clear if you accept the …
General Clark is baffled by Trump's strategy. How it doesn't make any sense to alienate our allies and isolate ourselves. To destroy our economy and internal workings.\n\nBut it becomes crystal clear if you accept the fact that Trump is serving Putin. He is Putin's asset. \n\nTrump's actions prove it.
Presents the unverified claim that Trump is Putin's asset and serving Russian interests, framed as proven fact without evidence.
@osku4
Mar 4, 2025
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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)