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
Search & Filter
Unverified Claim
3,221 comments
Rabbi Kalergi has finished his work. 💩🇨🇦💅🏻 fait accompli
Rabbi Kalergi has finished his work.
💩🇨🇦💅🏻 fait accompli
References the antisemitic conspiracy theory about Rabbi Kalergi and demographic replacement, presenting it as inevitable fact.
R1GAMBLER
Jan 27, 2026
ex KGB agent, he was much more ranked then putin himself, said that they recruited trump in 80ties for KGB under codename krasnov, i think that explains a lot
ex KGB agent, he was much more ranked then putin himself, said that they recruited trump in 80ties for KGB under codename krasnov, i think that explains a lot
Makes specific factual claims about KGB recruitment and codenames presented without evidence, characteristic of conspiracy theory rhetoric.
Unverified Claim
0.90
@kacmed
Mar 4, 2025
They have destroyed their country and migrating all over the world. Illegal stuffs and scammers. They’re like Muslims, they don’t integrate but rather always want to change the country where they go to.Although they’re some …
They have destroyed their country and migrating all over the world. Illegal stuffs and scammers. They’re like Muslims, they don’t integrate but rather always want to change the country where they go to.Although they’re some decent ones
The comment makes sweeping, unsubstantiated claims about immigrants being scammers and criminals, and draws false equivalences with religious groups, combining misinformation with xenophobic framing.
joptv1591
Jan 28, 2026
I've been to Africa. They're rude, aggressive, dirty. Everyone tries to overcharge and then claim they have no change or shortchange you. Being poor is not an excuse to be a liar, cheat or thief. …
I've been to Africa. They're rude, aggressive, dirty. Everyone tries to overcharge and then claim they have no change or shortchange you.
Being poor is not an excuse to be a liar, cheat or thief. That's African culture i guess.
Makes sweeping, stereotypical claims about African people's character and behavior presented as cultural fact, based on limited anecdotal experience.
David-ni1pg
Jan 27, 2026
Russian asset trump is doing putin’s bidding.
Russian asset trump is doing putin’s bidding.
Makes a specific factual assertion ('Russian asset trump is doing putin's bidding') without evidence, presenting it as established fact.
Unverified Claim
0.90
@michelpelletier3589
Mar 4, 2025
Trump and Vance are 100% KGB agents!
Trump and Vance are 100% KGB agents!
Makes a specific factual claim (Trump and Vance are KGB agents) without evidence, presenting conspiracy theory.
Unverified Claim
0.90
@axelaxel3321
Mar 4, 2025
Yes true they are dirty people 😂
Yes true they are dirty people 😂
Makes a dehumanizing, stereotypical claim about a group of people presented as fact.
Ilyasdawah
Jan 28, 2026
I think Elon hacked the election because the majority of Americans do not want this
I think Elon hacked the election because the majority of Americans do not want this
Presents specific factual claim (Elon hacked the election) without evidence, characteristic of conspiracy theory.
Unverified Claim
0.90
@jennyjenjen9180
Mar 5, 2025
Indians are generally dirty people 😅
Indians are generally dirty people 😅
Stereotypical generalization making a false and dehumanizing claim about an ethnic group.
umeshShrestha-vc3qz
Jan 28, 2026
"70 is like below down syndrome"
"70 is like below down syndrome"
Quote appears to be a fabricated or decontextualized claim making a false/offensive comparison, demonstrating misinformation.
twistedbunny
Jan 27, 2026
Canadian immigration fraud is extremely common !
Canadian immigration fraud is extremely common !
Makes a specific factual assertion about prevalence of immigration fraud without providing evidence or sources.
Unverified Claim
0.90
Thunderstick-y8h
Jan 1, 2026
This is insanity lmfao. No way it's not done on purpose, every first world country has been invaded by low IQ parasits.
This is insanity lmfao. No way it's not done on purpose, every first world country has been invaded by low IQ parasits.
Comment spreads conspiracy theory about intentional 'invasion' and uses dehumanizing language ('parasites') with false generalizations about immigrant intelligence.
cerealhit555
Jan 27, 2026
Mark Carney, Chyristia Freeland and Jagmeet Singh are WEF members, Klaus Schwab, Peter Brabeck-Letmathe, the Great Reset, "You will own nothing and you will be happy." UN Agenda 21 - UN Agenda 2030, The Rockefeller …
Mark Carney, Chyristia Freeland and Jagmeet Singh are WEF members, Klaus Schwab, Peter Brabeck-Letmathe, the Great Reset, "You will own nothing and you will be happy." UN Agenda 21 - UN Agenda 2030, The Rockefeller Foundation Lockstep, Sustainable development, The 4th Industrial Revolution, Transhumanism, Transgenderism, 15-minute cities, Climate Crisis Scam, CBDC, Digital currency and ID, Facial recognition, Social Credit System and universal basic income.
All the people who have committed serious crimes against humanity should be imprisoned for life.
We are truly sovereign, free divine spiritual beings. One with all that exists 💜
Presents a conspiracy theory linking government officials to WEF and global control schemes without evidence, combined with apocalyptic framing.
Mysticdan54
Aug 26, 2025
Our President is a Russian Spy!..
Our President is a Russian Spy!..
Commenter makes a specific factual accusation (that the President is a Russian spy) presented without evidence or substantiation.
Unverified Claim
0.90
@SAWDOG7766
Mar 4, 2025
Rape is their culture. It shows how ignorant the whites are.
Rape is their culture. It shows how ignorant the whites are.
Makes a false, inflammatory generalization about an ethnic group while attacking another group, combining misinformation with identity-based rhetoric.
ilsoraffatsum4689
Jan 27, 2026
Rags Pickers have started Polluting n populating CANADA coming from India
Rags Pickers have started Polluting n populating CANADA coming from India
Dehumanizing and factually baseless claim about Indian immigrants, combining xenophobic stereotyping with false assertions.
Nobita.nobi.0007
Jan 27, 2026
4.9 million people are going to be deported
4.9 million people are going to be deported
Presents specific factual claim about deportation numbers without evidence or source.
Unverified Claim
0.90
barrroger1162
Dec 26, 2025
They allow it because it is a part of great replacement operation
They allow it because it is a part of great replacement operation
Conspiracy theory referencing the 'great replacement' narrative, a debunked white supremacist talking point.
trump2024-s8o
Jan 27, 2026
Canada is a part of India 0:18
Canada is a part of India 0:18
Demonstrably false claim that Canada is part of India, presented as fact.
Unverified Claim
0.90
crichighlights2531
Jan 27, 2026
We will use immigration to destroy their nations. - Famous European Banking Family.
We will use immigration to destroy their nations. - Famous European Banking Family.
Presents a fabricated quote attributed to a 'European Banking Family' as evidence of a conspiracy to use immigration as a weapon, a classic unverified conspiratorial claim.
briancox7875
Aug 26, 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)