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 are all satanist. That statue needs to come down.
They are all satanist. That statue needs to come down.
Makes a conspiracy theory claim ('satanist') without evidence, combined with alarmist framing about removing a statue.
kush.4kae
Jan 28, 2026
I can make it make sense. Trudeau clearly wants to destroy this country. He is with the WEF. He has stolen from Canadian taxpayers. Let our borders be unprotected. I can go on and on, …
I can make it make sense. Trudeau clearly wants to destroy this country. He is with the WEF. He has stolen from Canadian taxpayers. Let our borders be unprotected. I can go on and on, but will finish with this, he funds CNN and other news stations. People need to wake up and research!
Makes multiple unsubstantiated claims (WEF conspiracy, funding CNN, border destruction) and urges research/action without evidence.
@rainydayz3160
Mar 4, 2025
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Contains multiple conspiracy theories, fabricated claims about Chinese mercenaries, genocide plots, and unsubstantiated accusations against political figures.
petercarson366
Feb 25, 2026
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Makes unsubstantiated claim that 99.9% of asylum claims are bogus and alleges organized fraud schemes without evidence.
Unverified Claim
0.90
pp_ca_2000
Feb 25, 2026
FAKE NEWS 🚨
FAKE NEWS 🚨
Blanket accusation of 'FAKE NEWS' without substantive evidence or specific claim, typical misinformation framing.
Unverified Claim
0.90
eyeinfinite27
Feb 11, 2026
Bro Becareful with indian people. The majority are full of drama, scammer and fraud, dirty smell body Nasty, and also thier english accent is very annoying to hear sorry to say. The whole world now …
Bro Becareful with indian people. The majority are full of drama, scammer and fraud, dirty smell body Nasty, and also thier english accent is very annoying to hear sorry to say. The whole world now know whats going on in their drama. Many of them now kick them out, before getting so late. They are really very dangerous.
Presents dehumanizing stereotypes and false generalizations about an ethnic group as warnings, combining misinformation with alarmism.
RKTravelandSports
Jan 29, 2026
India is a dirty country and poor country. Nobody wants people who can't keep their own country clean to come and phuck up their countries too.
India is a dirty country and poor country. Nobody wants people who can't keep their own country clean to come and phuck up their countries too.
Makes sweeping, stereotypical claims about India and immigrants that are demonstrably false generalizations presented as fact.
jman140692
Feb 12, 2026
5:27 bro said Africans are dumber then down syndrome
5:27 bro said Africans are dumber then down syndrome
Quotes a dehumanizing and false stereotype about Africans, representing both misinformation and identity-based prejudice.
MONK_IZM
Jan 27, 2026
But Indian's are not scammers like africans and Pakistanis 😂😂😂
But Indian's are not scammers like africans and Pakistanis 😂😂😂
Makes a sweeping, stereotypical claim that Africans and Pakistanis are scammers while exempting Indians, presenting unsubstantiated generalizations as fact.
sureshtangella7717
Feb 23, 2026
Kallergi plan in FULL effect!
Kallergi plan in FULL effect!
Reference to the Kalergi conspiracy theory presented as fact without evidence.
Unverified Claim
0.90
MikeyPaper
Jun 18, 2025
T H I R D W O R L D A P E M A N N E R I S M 🙈 🙉 🙊 💩
T H I R D W O R L D A P E M A N N E R I S M 🙈 🙉 🙊 💩
Dehumanizing stereotype using racist language and emojis to demean people based on origin.
TheDashingRogue
Jan 27, 2026
indians do indians things: scamming
indians do indians things: scamming
Makes a sweeping, stereotypical claim about an ethnic group engaging in criminal behavior without evidence, combining ethnic stereotyping with false generalization.
davrocket5304
Jan 27, 2026
I have yet to meet an Indian that is NOT a scammer in some way or fashion.
I have yet to meet an Indian that is NOT a scammer in some way or fashion.
Makes a demonstrably false and inflammatory claim that all Indians encountered are scammers.
drivewithbishop4426
Feb 22, 2026
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn …
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn mandi dengan kencing sapi dn mereka merasa bangga dg hal itu , belum LG orng Hindu sangat rasis kepada kaum minoritas terutama muslim dn kristen.
Contains fabricated stereotypes and false generalizations about Indian immigrants and Hindu practices, spreading demonstrably false claims.
Yaumiljannahyumi
Feb 13, 2026
C’est tout à fait vrai, les indiens sont très sales et sur la planète entière. C’est une invasion.
C’est tout à fait vrai, les indiens sont très sales et sur la planète entière. C’est une invasion.
Makes a sweeping, dehumanizing false generalization about Indian people globally and frames immigration as an 'invasion,' combining misinformation with xenophobic rhetoric.
fightermma5734
Feb 15, 2026
JHC what is the West doing to itself..Jews are the ones who admit they are behind this invasion
JHC what is the West doing to itself..Jews are the ones who admit they are behind this invasion
Promotes a conspiracy theory blaming Jewish people for immigration, combining false claims with alarmist framing.
chrissmith9135
Mar 3, 2026
No one is supppressed in india, these guys lie to get in canada.
No one is supppressed in india, these guys lie to get in canada.
Makes a sweeping false claim that people from India lie to gain Canadian entry, combining fabricated generalization with ethnic targeting.
Himanshu-x1p4n
Feb 16, 2026
I merdoni entrano in USA da li!!! Puxxoni pedofi.i e mangia💩💩💩💩💩💩💩
I merdoni entrano in USA da li!!! Puxxoni pedofi.i e mangia💩💩💩💩💩💩💩
Offensive, incoherent comment with dehumanizing language and unsubstantiated accusations.
DavideTeruzzi
Feb 16, 2026
Indian truck drivers on Highway 401 cause truck accidents every day because of these Mongolians.
Indian truck drivers on Highway 401 cause truck accidents every day because of these Mongolians.
Makes a false causal claim linking Indian truck drivers to accidents and uses a derogatory ethnic slur.
CharlesDelacourt
Feb 21, 2026
Imagine thinking third worlders in mass BENEFIT your country. How can people be so ignorant and brainwashed to believe this psyop?
Imagine thinking third worlders in mass BENEFIT your country. How can people be so ignorant and brainwashed to believe this psyop?
Makes sweeping false claims about immigrants being harmful while using conspiratorial language ('psyop') without evidence.
Welovehorrormovies
Jan 28, 2026
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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)