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
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
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
WEF lackey…
WEF lackey…
Asserts without evidence that the leader is a WEF (World Economic Forum) operative, a common conspiracy theory claim.
Unverified Claim
0.75
@randalllederman6346
Mar 4, 2025
Honestly they do shit everywhere 100% fact
Honestly they do shit everywhere 100% fact
Makes a vague, unsubstantiated claim about a group's behavior presented as absolute fact without evidence.
MistaRude23
Jan 27, 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
Ik they like to do a lot of fraud
Ik they like to do a lot of fraud
Makes a sweeping, unsubstantiated claim about fraudulent behavior attributed to a group, combining false generalization with identity-based targeting.
Yourhfulpenis
Jan 27, 2026
I’ve strong feeling that this will end with trump scraping the tariffs . Then doing a deal with the Ukrainian government. And carving up their resources between \nFrance,the USA and the uk . We’re all …
I’ve strong feeling that this will end with trump scraping the tariffs . Then doing a deal with the Ukrainian government. And carving up their resources between \nFrance,the USA and the uk . We’re all being gaslighted in my humble opinion.
Presents specific conspiratorial claims about Trump's tariff strategy and resource carving without evidence, framed as personal speculation.
@090763terryhar
Mar 4, 2025
You missed a chance, take a dip into the rivers and seas and you'll see one of their statues staring at you.
You missed a chance, take a dip into the rivers and seas and you'll see one of their statues staring at you.
Cryptic reference to alleged statues in water appears to reference unsubstantiated conspiracy claims about religious symbols or bodies.
IceFreaksD
Jan 27, 2026
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
Trump is a Russian asset and many of his circle put there to destroy our country and our Democracy
Trump is a Russian asset and many of his circle put there to destroy our country and our Democracy
Makes specific factual claims about Trump being a Russian asset and his circle being placed to destroy the country without evidence, combined with threat framing.
@olgabenavides2205
Mar 4, 2025
MOST INDIANS ARE SCAMMERS THEY HAVE SCAMMED STOLE ME 2800$ THEY MADE FAKE TRUCK DRIVING SCHOOL IN BRAMPTON AND STEAL MONEY FROM PEOPLE ,THE CANADIAN GOVERNMENT HAS SHUTDOWN SOME OF THESE FAKE INDIAN TRUCK DRIVING …
MOST INDIANS ARE SCAMMERS THEY HAVE SCAMMED STOLE ME 2800$ THEY MADE FAKE TRUCK DRIVING SCHOOL IN BRAMPTON AND STEAL MONEY FROM PEOPLE ,THE CANADIAN GOVERNMENT HAS SHUTDOWN SOME OF THESE FAKE INDIAN TRUCK DRIVING SCHOOL,BUT THESE SCHOOL DON'T GIVE BACK MONEY TO THE STUDENT,THEY ALSO DRIVE BAD TO SCAM AND STEAL MONEY FROM INSURANCE COMPAGNIES
Commenter makes sweeping generalizations about Indians as scammers, mixing personal anecdote with unsubstantiated claims about an entire group.
ibelongtojesus1292
Jan 27, 2026
Trump is Putin's girlfriend so he only wants to make Putin happy
Trump is Putin's girlfriend so he only wants to make Putin happy
Makes an unsubstantiated claim about Trump's relationship with Putin presented as fact without evidence.
Unverified Claim
0.75
@rickyblack3410
Mar 4, 2025
I Got Sum Epiphany These Jeetz Are The Cartels Disposable Sikharios Fashitsho
I Got Sum Epiphany These Jeetz Are The Cartels Disposable Sikharios Fashitsho
Makes a conspiratorial claim linking immigrants to cartels and criminal activity without evidence.
DumpLingloツ
Jan 27, 2026
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
Commenter claims the video contains false information about nationalities, though the accusation itself may be unsubstantiated.
bluntvaper69
Jan 27, 2026
ITS ABOUT WORLD CONTROL WITH TRUMP PUTIN KIM IRAN
ITS ABOUT WORLD CONTROL WITH TRUMP PUTIN KIM IRAN
Makes an unsubstantiated conspiracy claim linking Trump, Putin, Kim, and Iran to world control without evidence.
@writetrace
Mar 4, 2025
92% of black women did not vote for this chaos...This is terrible, so disheartening to even witness this. Out of pure greed, ego, and pride!
92% of black women did not vote for this chaos...This is terrible, so disheartening to even witness this. Out of pure greed, ego, and pride!
Presents a specific statistical claim (92% of Black women) without evidence, paired with moral judgment about the outcome.
@donettahuggins2635
Mar 4, 2025
See, what Trump really wants is not the one he is talking about. What Trump wants is the whole Canada to be USA.
See, what Trump really wants is not the one he is talking about. What Trump wants is the whole Canada to be USA.
Presents a specific factual claim about Trump's hidden agenda without evidence.
Unverified Claim
0.75
@civtegrar
Mar 4, 2025
they voted a leader that have a criminal record...ridiculus country.....????
they voted a leader that have a criminal record...ridiculus country.....????
Makes a specific factual claim about a leader's criminal record without evidence, combined with dismissive national characterization.
@restytamayo3984
Mar 4, 2025
Trump just doing Putin’s bidding.
Trump just doing Putin’s bidding.
Makes a specific factual assertion (Trump acting as Putin's agent) without evidence, suggesting a conspiracy.
Unverified Claim
0.75
@davidcopeland6809
Mar 4, 2025
What will Canadians worship cows quickly?
What will Canadians worship cows quickly?
Appears to reference a false stereotype about Indian religious practices (cow worship) in a leading question format, suggesting cultural threat.
Mohamed_TTY
Jan 28, 2026
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)