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
India is like Zionist Israel which wants to control all aspects of life
India is like Zionist Israel which wants to control all aspects of life
Makes a sweeping, unsubstantiated comparison between India and Israel using inflammatory language.
IvanCuex
Feb 23, 2026
Trump is leaking Poutin's ass, to have a feather in his cap... and to provoke the whole world...
Trump is leaking Poutin's ass, to have a feather in his cap... and to provoke the whole world...
Makes unsubstantiated claim about Trump's alleged relationship with Putin and motivations without evidence.
@martindespiegeleer4571
Mar 4, 2025
You aren’t a friend, you’re only upset because you won’t be showing a $49 billion/year profit going forward. A closet pedophile who is in bed with Biden/Harris pretending to be a hardass is comical at …
You aren’t a friend, you’re only upset because you won’t be showing a $49 billion/year profit going forward. A closet pedophile who is in bed with Biden/Harris pretending to be a hardass is comical at best.
Makes unsubstantiated personal accusations ('closet pedophile') and conspiracy-adjacent claims about hidden motivations.
@Sixmark2000
Mar 4, 2025
For trump this is personal, he could give a crap about the USA, after all, he's getting us ready for handing the USA to his daddy trump.
For trump this is personal, he could give a crap about the USA, after all, he's getting us ready for handing the USA to his daddy trump.
Presents unsubstantiated claim about Trump's personal motivations and alleged plan to hand over the USA.
@rockylucero937
Mar 4, 2025
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA... STOP SENSATIONALIZING and turning people against us
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA...
STOP SENSATIONALIZING and turning people against us
Asserts unsubstantiated claims about Indian immigrants' financial contributions and non-compliance rates, while urging against sensationalism.
Mandeep_D
Sep 27, 2025
Ok but all your Canadian citizens hate you lol
Ok but all your Canadian citizens hate you lol
Makes a sweeping factual claim ('all your Canadian citizens hate you') without evidence, presented as established fact.
@The_Emotionals
Mar 4, 2025
TRUMP, the Russian guy till the 1srt January 1987 when he went to Moscow, invited by Russians guys.
TRUMP, the Russian guy till the 1srt January 1987 when he went to Moscow, invited by Russians guys.
Makes specific factual claims about Trump's past (Moscow visit in 1987, Russian connections) presented without evidence.
Unverified Claim
0.70
@fofofullero
Mar 4, 2025
They are in the US many go there illegally
They are in the US many go there illegally
Vague assertion about illegal immigration to the US without evidence or specifics.
Unverified Claim
0.70
ramboram03
Sep 29, 2025
Trump is purposefully destroying the USA economy. Ask yourself, what he has to personally gain from doing so! Disconnecting the country from its allies and trading partners and their economies will tank the economy. Again, …
Trump is purposefully destroying the USA economy. Ask yourself, what he has to personally gain from doing so! Disconnecting the country from its allies and trading partners and their economies will tank the economy. Again, ask yourself, if you wanted to destroy the economy and the government, what are the steps would you take?
Makes unsubstantiated claims about Trump's intentional economic sabotage without evidence.
@brettwainscott1165
Mar 4, 2025
The freedom convoy won the first case and the appeal the Justin Toxic weak Trudeau possibly losing French Quebec.
The freedom convoy won the first case and the appeal the Justin Toxic weak Trudeau possibly losing French Quebec.
Makes specific factual claims about legal cases and political outcomes without evidence while asserting political identity.
@bff1586
Mar 4, 2025
I TOLD EVERYONE ON TIKTOK 6 YEARS AGO THAT DONALD TRUMP IS THE ANTICHRIST..BUT ONLY SO MANY LISTENED..LONE ☆
I TOLD EVERYONE ON TIKTOK 6 YEARS AGO THAT DONALD TRUMP IS THE ANTICHRIST..BUT ONLY SO MANY LISTENED..LONE ☆
Makes an unsubstantiated claim about Trump being the Antichrist, framed as a personal prediction shared on social media.
@KavinHepfer
Mar 4, 2025
Trump said the tariffs are in place until Canada becomes the fifty first state. Canada and Greenland are just another real estate deal, nothing more to him.
Trump said the tariffs are in place until Canada becomes the fifty first state. Canada and Greenland are just another real estate deal, nothing more to him.
Presents a specific factual claim about Trump's stated position on tariffs and territorial acquisition without evidence, framed as direct quotation.
@dmalcomsmith7075
Mar 4, 2025
Canada has 30 million people and each state has that population and ur trying to tell me USA doesn’t have more fentynal than Canada and we’re supplying them?.. lmfao
Canada has 30 million people and each state has that population and ur trying to tell me USA doesn’t have more fentynal than Canada and we’re supplying them?.. lmfao
Makes an unsubstantiated claim about fentanyl supply dynamics between Canada and the US, delivered with sarcastic tone.
@undergroundgettingheard8472
Mar 4, 2025
Trump doesn’t care about drugs he pardoned the world’s biggest drug dealer. Trump hates America.
Trump doesn’t care about drugs he pardoned the world’s biggest drug dealer. Trump hates America.
Makes a specific factual claim about Trump pardoning 'the world's biggest drug dealer' without evidence, paired with a moral judgment.
@kevinhajducky5482
Mar 4, 2025
Trump is a disaster capitalist. Him and his cronies will be shorting various stocks and indexes which will be falling from which they can make millions of dollars on each trade.
Trump is a disaster capitalist. Him and his cronies will be shorting various stocks and indexes which will be falling from which they can make millions of dollars on each trade.
Makes a specific factual claim about Trump and associates engaging in stock manipulation without evidence, presented as assertion.
@pastyman001
Mar 4, 2025
Thanks to Who? You know the answer.😢
Thanks to Who? You know the answer.😢
Vague insinuation blaming an unspecified group for immigration problems without evidence, combined with emotional distress.
eddichacon8324
Oct 1, 2025
Yet today Trudeau said that there was no illegal immigrants crossing from Canada to the United States dude is such a lying ass b****
Yet today Trudeau said that there was no illegal immigrants crossing from Canada to the United States dude is such a lying ass b****
Makes a specific factual claim about Trudeau's statement regarding illegal immigration without providing evidence, then adds a personal attack.
@jeremycanterohioprospecting
Mar 4, 2025
Canada Border Services..As of late 2025 and early 2026, the Canada Border Services Agency (CBSA) is actively managing a "wanted" inventory of approximately 30,000 to 32,000 individuals with active deportation warrants.
Canada Border Services..As of late 2025 and early 2026, the Canada Border Services Agency (CBSA) is actively managing a "wanted" inventory of approximately 30,000 to 32,000 individuals with active deportation warrants.
Presents specific statistics about deportation warrants that appear fabricated or unverified, designed to amplify security concerns.
davidimrie9548
Feb 26, 2026
I would legit bet $100 that Tyler has never made $100 "playing games on his phone".
I would legit bet $100 that Tyler has never made $100 "playing games on his phone".
Challenges a claim made by someone named Tyler about earning money, suggesting the claim is false or exaggerated.
Eazy-Breezy
Jan 27, 2026
It's not Putin that Trump is appeasing, it is Musk and the tech billionaires
It's not Putin that Trump is appeasing, it is Musk and the tech billionaires
Makes a specific factual assertion about Trump's motivations ('appeasing Musk and tech billionaires') without supporting evidence.
Unverified Claim
0.70
@geometricsphereuniversalin7043
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)