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
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY …
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY CUT OUT EVERYONE, THEY SELL 22K FOR A WHOLE KILO, BIG DIP FROM 40K
Makes specific factual claims about drug trafficking patterns and pricing without evidence, mixed with personal location reference.
thatnativejustnative6271
Sep 8, 2025
student visa = uber eats driver pass = financing car = leaving and not paying anything = jalandar citizen
student visa = uber eats driver pass = financing car = leaving and not paying anything = jalandar citizen
Makes a specific factual claim about student visa holders becoming gig workers, financing cars, and leaving without payment—presented as established fact without evidence.
JayMeZe
Oct 21, 2025
Trump is for the great reset. They want everyone out of power except for white males. He wants corruption and crime to be associated with the Russian KGB. Hello maga crypto crime. If he’s not …
Trump is for the great reset. They want everyone out of power except for white males. He wants corruption and crime to be associated with the Russian KGB. Hello maga crypto crime. If he’s not impeached fast, we’re not accused of manipulating the world economy, the rest of the world that is for social equality will not make it through.
Makes unsubstantiated claims about Trump's involvement in a 'great reset,' KGB connections, and crypto crime without evidence, framed as existential threat.
@regulatepropaganda
Mar 4, 2025
Jagmeet Singh brought in his kind and ruined the country!!
Jagmeet Singh brought in his kind and ruined the country!!
Makes a specific factual claim that Jagmeet Singh brought in 'his kind' and caused national harm without evidence.
anildaita
Oct 15, 2025
Really wish we had a president instead of a Russian asset.
Really wish we had a president instead of a Russian asset.
Makes a specific factual claim about a political figure being a 'Russian asset' without evidence.
@annel1347
Mar 4, 2025
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Presents anecdotal hearsay as evidence of ethnic nepotism without verification, combined with ethnic stereotyping.
zal1389
Oct 9, 2025
Trump also accuses China of fentanyl. The truth is, China produces a precursor or an ingredient of fentanyl and legally exports to pharmaceutical companies all over the world. Not like the drug dealers in the …
Trump also accuses China of fentanyl. The truth is, China produces a precursor or an ingredient of fentanyl and legally exports to pharmaceutical companies all over the world. Not like the drug dealers in the US call up China and say” hey China, hook me with some fentanyl, bro!”
Makes a specific factual claim about China's fentanyl production and export practices presented as corrective truth without evidence.
@tutuluvable
Mar 4, 2025
He is trying to reign in all America's money and pocket and move over sea. Watch his net worth sky rocket
He is trying to reign in all America's money and pocket and move over sea. Watch his net worth sky rocket
Unsubstantiated claim that Trudeau is embezzling public funds and enriching himself through offshore accounts.
@akeempayne5353
Mar 4, 2025
better believe they will commit fraud ~ they have no shame
better believe they will commit fraud ~ they have no shame
Makes a specific factual assertion ('they will commit fraud') without evidence, combined with a threat-based framing.
tonisylviamallette1601
Oct 21, 2025
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
Presents specific fabricated statistics (20,000 absences, fake letters) and demands mass expulsion based on nationality.
bff1586
Oct 23, 2025
Trudeau compared all the crime these people are committing to all the Italians that came here in the early and mid 1900's. What an insult.
Trudeau compared all the crime these people are committing to all the Italians that came here in the early and mid 1900's. What an insult.
Makes a specific factual claim about Trudeau's statement and immigrant crime without evidence, framed as insulting.
johnb5519
Feb 18, 2026
i don't see Indians asking for money and begging
i don't see Indians asking for money and begging
Makes a sweeping, unsubstantiated generalization about Indian immigrants' behavior that appears designed to contrast them favorably with other groups, combining stereotype with false claim.
Chano601
Feb 23, 2026
We don’t need your goods but use sure do need ours another the Americans know who you truly are Justin T a clown ? your no different than the Biden administration and the woke left …
We don’t need your goods but use sure do need ours another the Americans know who you truly are Justin T a clown ? your no different than the Biden administration and the woke left peace to you my friend you’re people should vote you out and become our next state and there won’t be tariffs use come here to do business and as we you are a woke leftist and scared ? of what is to be discovered with Epstein and Clinton’s Obama Chaney we know the truth
Makes vague unsubstantiated claims about Trudeau's character and alleged connections to Epstein/Clinton conspiracies while calling for his removal.
@michealcook3873
Mar 4, 2025
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe …
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe persecution, injury, or death
Presents a selective and misleading definition of Taqiyya designed to suggest Muslims inherently practice religious deception, a common anti-Muslim conspiracy trope.
Unverified Claim
0.75
14BritainXIV
Jan 28, 2026
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% …
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 sources to support the assertion that Canada initiated trade war.
@hunter8793
Mar 4, 2025
Trump is here to facilitate downfall of the U.S. and rise of Israel as the next super power. I hope everyone lives long enough to see this and what it means to the world.
Trump is here to facilitate downfall of the U.S. and rise of Israel as the next super power. I hope everyone lives long enough to see this and what it means to the world.
Presents unsubstantiated conspiracy theory about Trump facilitating U.S. downfall and Israeli superpower rise without evidence.
@RatRizzler-j7q
Mar 4, 2025
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
Makes unsubstantiated claims about corruption involving Punjabi immigrants and government officials without evidence.
kousiksarkar9627
Jan 28, 2026
All of them are now truckers
All of them are now truckers
Makes a sweeping generalization about immigrant occupational clustering without evidence or context.
Unverified Claim
0.75
brookstube5385
Oct 11, 2025
Trump is being played by Putin.
Trump is being played by Putin.
Makes a specific factual assertion about Trump being controlled by Putin without evidence.
Unverified Claim
0.75
@Blamkol
Mar 4, 2025
Trudeau is Big Mad. Trudeau is a Puppet Prime Minister, like Biden was, and stepping and fetching for the foreign interest who actually control Canada. Basically, Canada's Government has made policies and taken steps that …
Trudeau is Big Mad. Trudeau is a Puppet Prime Minister, like Biden was, and stepping and fetching for the foreign interest who actually control Canada. Basically, Canada's Government has made policies and taken steps that imposed US Tariffs on Canada. You will need to thank Justin Trudeau, an authoritarian leader who is currently Dictator of Canada.
Makes specific factual claims about Trudeau being a dictator and puppet controlled by foreign interests without evidence, combined with policy critique.
@andykaufman7620
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)