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
As far I am.comcern through generations Indian anywhere will.never progress one !
As far I am.comcern through generations Indian anywhere will.never progress one !
Makes a sweeping, unsubstantiated factual claim that Indians will never progress across generations, presented without evidence.
noorulamin9503
Sep 23, 2025
Lock trump up! He is a russian asset.
Lock trump up! He is a russian asset.
Makes an unsubstantiated claim that Trump is a Russian asset, framed as a call to action (lock him up).
@ismayilarifoglu6226
Mar 4, 2025
They are in Brampton
They are in Brampton
Makes a specific locational assertion about a demographic group in Brampton without supporting evidence or context.
Unverified Claim
0.75
louiskwaku8879
Sep 27, 2025
They're not missing. They are working for their relatives illegally in businesses. Many of them have taken up in criminal organizations. They only "applied" to a school for the paperwork to support living in Canada.
They're not missing. They are working for their relatives illegally in businesses. Many of them have taken up in criminal organizations. They only "applied" to a school for the paperwork to support living in Canada.
Makes specific factual assertions about student visa fraud, illegal employment, and criminal organization involvement without evidence.
Unverified Claim
0.75
keikairin2038
Sep 29, 2025
The Manchurian president trump
The Manchurian president trump
References the conspiracy theory label 'Manchurian president' without evidence, implying Trump is a foreign puppet.
Unverified Claim
0.75
@bigdaddygoon828
Mar 4, 2025
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
Asserts a specific market manipulation conspiracy ('sold stocks then tank market') without evidence, though framed as observed pattern.
@winstonphillips1908
Mar 4, 2025
People are being scammed systematically to bring them here. It's frustrating for all, lose-lose
People are being scammed systematically to bring them here. It's frustrating for all, lose-lose
Makes a specific factual claim about systematic scamming without evidence, framed as policy criticism.
deepakverg9494
Sep 29, 2025
Canada started a trade war a long time ago. \nDairy Products:\nCheese - 245%\nMilk - 270%\nButter - 298%\nPoultry - 238%\nEggs - 163%\nBarley - 160%\nWheat - 94%\nSugar - 265%\nPeanut Butter - 295%\nRice - 150%\nVegetables - 100%\nFish Products …
Canada started a trade war a long time ago. \nDairy Products:\nCheese - 245%\nMilk - 270%\nButter - 298%\nPoultry - 238%\nEggs - 163%\nBarley - 160%\nWheat - 94%\nSugar - 265%\nPeanut Butter - 295%\nRice - 150%\nVegetables - 100%\nFish Products - 100%\nLumber - 20%\nShoes - 30%\nCocoa - 30%\nMetals - 25%\nWool - 30%\nTobacco - $100+% \n\nTrump is actually being VERY NICE with a 25% tariff.
Presents specific tariff percentages as factual claims without source attribution to argue Canada started trade war first.
@Beltfedshooters
Mar 4, 2025
if you have Indians working in Immigration expect things get screwed
if you have Indians working in Immigration expect things get screwed
Makes a specific factual claim that Indians working in Immigration cause problems without evidence, combining ethnic stereotyping with an unsubstantiated assertion.
user-bp9er6do9y
Sep 29, 2025
This gotta be some play from trump and elon to wait for cheap stocks and then remove tariffs… market will bounce back up and they make billions….
This gotta be some play from trump and elon to wait for cheap stocks and then remove tariffs… market will bounce back up and they make billions….
Presents a specific conspiracy theory about Trump and Elon manipulating markets without evidence.
Unverified Claim
0.75
@nmrodrig
Mar 4, 2025
Comrad Krasnov aka Trump aka Putins lap dog in full effect ?
Comrad Krasnov aka Trump aka Putins lap dog in full effect ?
Makes unsubstantiated conspiracy-theory claims linking Trump to Putin without evidence.
@vicvsfood6186
Mar 4, 2025
Omg you guys over the pond he's in the pocket of the Russians god bless you all and I know you won't let this stand your the beacon of liberty and freedom my heart goes …
Omg you guys over the pond he's in the pocket of the Russians god bless you all and I know you won't let this stand your the beacon of liberty and freedom my heart goes out to you all .
Makes unsubstantiated claim that Trudeau is 'in the pocket of the Russians' without evidence, combined with alarmist framing.
@ianhall6516
Mar 4, 2025
The fentanyl issue from Canada is another smokescreen. Trump could care less about anyone who dies in the states. If he cared about the people, he wouldn´t be working behind the scenes to invite Russia …
The fentanyl issue from Canada is another smokescreen. Trump could care less about anyone who dies in the states. If he cared about the people, he wouldn´t be working behind the scenes to invite Russia to take over the USA.
Makes specific factual claims about Trump's alleged secret dealings with Russia without evidence, presented as conspiracy theory.
@andymclellan6502
Mar 4, 2025
4:10 bro all indian dont eat poop pls stop spreading that, and if you think I'm lying and prove it, go to India and show other people, except those people from that village eating poop
4:10 bro all indian dont eat poop pls stop spreading that, and if you think I'm lying and prove it, go to India and show other people, except those people from that village eating poop
Commenter defends against a stereotypical claim about Indian people while simultaneously referencing a specific (unverified) incident, mixing identity defense with factual assertion.
Dhanvin-m4x
Jan 27, 2026
Trump’s destroying the free world’s economies just as Putin had ordered.
Trump’s destroying the free world’s economies just as Putin had ordered.
Makes an unsubstantiated claim about Trump following Putin's orders to destroy economies, combining conspiracy-like assertion with threat framing.
@billyrubin3108
Mar 4, 2025
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Makes unsubstantiated conspiracy claim about Russia developing UFO technology without evidence.
Unverified Claim
0.75
@Fat_Fish_Cant_Swim
Mar 4, 2025
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
Comment makes a specific factual claim about an Air India crash and alleged government cover-up without evidence.
@aroonv2000
Mar 4, 2025
What did they learn? Can't make coffee or keep washrooms clean or open.
What did they learn? Can't make coffee or keep washrooms clean or open.
Makes a specific factual claim about immigrant competencies ('can't make coffee or keep washrooms clean') without evidence.
jasonsloboda9443
Sep 30, 2025
Putin is not a dictator
Putin is not a dictator
Makes a factual assertion about Putin's political status without evidence, contradicting widely documented information.
Unverified Claim
0.75
@PedroRivadeneira-n5x
Mar 4, 2025
He will backtrack in under 1 month.
He will backtrack in under 1 month.
Commenter makes a specific predictive claim without evidence that Trudeau will reverse his position within one month.
@brandiesodensaint-claire5792
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)