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
These all r sikhs in fake documents
These all r sikhs in fake documents
Makes a specific factual assertion about fraudulent documentation without evidence.
Unverified Claim
0.90
ashupundir1278
Sep 19, 2025
Deppoo00rtt all these hindduudo and Sikkhhss back to their dung heap ad make the west whhyiittee again.
Deppoo00rtt all these hindduudo and Sikkhhss back to their dung heap ad make the west whhyiittee again.
Contains dehumanizing language, ethnic slurs, and a call for deportation based on race/religion with inflammatory false characterizations.
HowieHoward-ti3dx
Jan 27, 2026
divide and conqueror ,Rome is the one calling the shots they are all Jesuit controlled ,just like Hitler and Stalin were both working for the Jesuits
divide and conqueror ,Rome is the one calling the shots they are all Jesuit controlled ,just like Hitler and Stalin were both working for the Jesuits
Makes unfounded conspiracy claims about Jesuit control of world leaders without evidence, presenting fabricated historical assertions.
@tonycostanzo4276
Mar 4, 2025
Im really suprised you people cant see, Putin is blackmailing Trump because he has plenty of evidence against him. Sexual deviance and other illegal actions. open your eyes
Im really suprised you people cant see, Putin is blackmailing Trump because he has plenty of evidence against him. Sexual deviance and other illegal actions. open your eyes
Presents specific factual claim about Putin blackmailing Trump with alleged evidence of illegal actions without substantiation.
Unverified Claim
0.90
@franklarson5604
Mar 4, 2025
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out …
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out of which they plan to have their "ONE WORLD COMMUNIST GOVERNMENT"......with a drastically reduced WORLD POPULATION ....I.M.H.O.
Presents conspiracy theories (Kalergi Plan, Globalist Agenda 2030, one-world government) as factual claims without evidence.
pallicock7020
Aug 25, 2025
They should follow Uganda's example and deport all poopjeeets
They should follow Uganda's example and deport all poopjeeets
Contains a slur and references a false/inflammatory claim about Uganda's deportation policies as a model, combining misinformation with xenophobic framing.
collinsoconnor5843
Jan 27, 2026
To all those f0000ls who say that Indians are very polite, I would like to say that, they are polite until they are a minority and once they are majority, you will be tortured if …
To all those f0000ls who say that Indians are very polite, I would like to say that, they are polite until they are a minority and once they are majority, you will be tortured if you are not a Hindu.
Makes sweeping, unsubstantiated claims about Indian people's behavior based on majority/minority status, promoting harmful stereotypes and conspiracy-like thinking.
LWTZ-k1y
Jan 27, 2026
Guy speakings straigth facts about genetics, IQ, behavior.
Guy speakings straigth facts about genetics, IQ, behavior.
References discredited pseudoscientific claims about genetics, IQ, and behavior as 'facts,' promoting misinformation.
Unverified Claim
0.90
tomeboaventura9054
Jan 27, 2026
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
Makes sweeping, demonstrably false claims about Indian immigrants and criminal networks without evidence, combining xenophobia with fabricated assertions.
khjgfxdhzf
Jan 27, 2026
IF U BRING THEM IN AND MAKE THEM VOTE U WILL NEVER LOSE... THE DUMB KUNT AND JOE KNEW WHAT THEY WERE DOING
IF U BRING THEM IN AND MAKE THEM VOTE U WILL NEVER LOSE... THE DUMB KUNT AND JOE KNEW WHAT THEY WERE DOING
Makes unsubstantiated conspiracy claim that immigration is being used to manipulate voting outcomes.
ZackChopp
Jan 27, 2026
Trudeau is a CCP plant….
Trudeau is a CCP plant….
Conspiracy theory claiming Trudeau is a Chinese Communist Party agent without evidence.
@AmericaFirst1981
Mar 4, 2025
It’s obvious that trump wants to be Putin \nHe wants to pick a fight with Canada n Mexico 1st so he can eventually invade both countries….. I’m serious Putin has planted the seed in his …
It’s obvious that trump wants to be Putin \nHe wants to pick a fight with Canada n Mexico 1st so he can eventually invade both countries….. I’m serious Putin has planted the seed in his mushed brain
Commenter makes extraordinary unsubstantiated claims (Trump wants to invade Canada/Mexico, Putin planted ideas in his brain) presented as fact.
@drewthelifeofwandering4876
Mar 4, 2025
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by …
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by Mark Carney to a standing ovation in Davos.
Contains multiple conspiracy theories (Chinese ownership, population replacement) and fabricated claims about government strategy.
InqvisitorMagnvs
Jan 27, 2026
Zelensky was willing to pay Trump $500 billion dollars (or 50%) out of Ukraine’s minerals. And was willing to allow Russia to occupy 20% of Ukraine’s territory. Trump and JD Vance are chastising Zelensky when …
Zelensky was willing to pay Trump $500 billion dollars (or 50%) out of Ukraine’s minerals. And was willing to allow Russia to occupy 20% of Ukraine’s territory. Trump and JD Vance are chastising Zelensky when all Zelensky wants in exchange of the mineral and territorial deal is a security guarantee that Putin will stop invading the rest of Ukraine.
Presents specific factual claims about negotiations between Trump, Zelensky, and Ukraine's minerals/territory without evidence.
Unverified Claim
0.90
@willburns9282
Mar 4, 2025
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be …
The governments of Canada made a catastrophic mistake that opened the door of immigration for Indians and they came like flies, ،،،،،I think Canada will become dependent on the Indians and the Canadians will be expelled because the population will become the Indians are in control and therefore Canada will not become for the Canadians,,,,, Canada will become a dirty people, they do not like cleanliness, they take a bath once a week, they worship cows and idols.
Comment contains fabricated stereotypes about Indian immigrants (hygiene, religious practices) and false demographic predictions presented as fact.
alihamza9068
Jan 27, 2026
india very dirty country, bad people,
india very dirty country, bad people,
Makes sweeping, dehumanizing generalizations about an entire country and its people without evidence.
Digybite
Jan 27, 2026
Honestly it's like Trump said,India is a shit hole an they'll turn any other country into a shit hole
Honestly it's like Trump said,India is a shit hole an they'll turn any other country into a shit hole
Cites a dehumanizing Trump quote and makes a sweeping false generalization about Indians causing societal decline.
Albertdiano82
Jan 27, 2026
Everywhere you go now is Indians trying to scam every system, break every rule to suit themselves. Just today - I couldn't even buy butter without an Indian being halted at the checkout for ignoring …
Everywhere you go now is Indians trying to scam every system, break every rule to suit themselves. Just today - I couldn't even buy butter without an Indian being halted at the checkout for ignoring the "six pounds or less" limit per customer the store had imposed. Went to drive thru - couldn't understand the person on other end of speaker. It's everywhere and politicians are all the same. 3000 more Indians into Canada, every day without fail.
Makes specific factual claims about Indian immigrants systematically breaking rules and scamming systems, presented without evidence, alongside identity-based generalizations.
brandonr8269
Sep 19, 2025
Hey Indians we don’t want ur incest go back to ur motherland to fuck ur sister
Hey Indians we don’t want ur incest go back to ur motherland to fuck ur sister
Contains dehumanizing stereotypes and fabricated cultural slurs presented as fact, constituting hate speech and misinformation.
XyxxxE
Jan 29, 2026
Lies! Canada doubled it's population in the last 5-6 years due to migration! Explain that! Your cities are filled to the brim with addicts! Explain that! Lies! Lies! Lies!
Lies! Canada doubled it's population in the last 5-6 years due to migration! Explain that! Your cities are filled to the brim with addicts! Explain that! Lies! Lies! Lies!
Makes specific factual claims ('Canada doubled population in 5-6 years') and assertions about cities being 'filled with addicts' without evidence.
@OutsidersRo
Mar 4, 2025
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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)