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
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates …
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates more jobs. I don't care how much it costs, we can always raise taxes. On top of that, Lena Diab has great salad recipes..!
Contains false economic logic (keeping workers creates jobs for doctors/police) mixed with apparent sarcasm and non-sequitur about salad recipes.
JeePs_media_LIVE
Feb 27, 2026
Corrupt Carney is controlling everything for his own benefit!
Corrupt Carney is controlling everything for his own benefit!
Makes an unsubstantiated conspiracy claim about a political figure controlling systems for personal benefit without evidence.
karen406
Feb 26, 2026
Idiot king Justin Trudeau allowed those over flowing immigrants to vote him in the future… tricky.
Idiot king Justin Trudeau allowed those over flowing immigrants to vote him in the future… tricky.
Makes an unsubstantiated claim that immigrants are voting to influence elections, combining conspiracy thinking with partisan attack.
Pawwaaa
Feb 23, 2026
Remember there are 70,000 expired student visas that the government has lost track off. Let that sink in. Diversity is our strength.
Remember there are 70,000 expired student visas that the government has lost track off. Let that sink in. Diversity is our strength.
The comment presents an unverified claim about expired student visas and uses sarcasm to express demographic anxiety about diversity.
@hottubking1229
Feb 21, 2026
Now we have fake refugees, fake workers, somehow people now can become Canadian citizens if they are born in a different country???
Now we have fake refugees, fake workers, somehow people now can become Canadian citizens if they are born in a different country???
Makes unsubstantiated claims about 'fake refugees' and citizenship rules that appear factually incorrect or misleading.
dvadojka9068
Feb 17, 2026
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to …
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to deport some of these people to undergo trial in India but Trudeau govt under jagmeet Singh did not agree and so you have crimes happening in Canada but the bad name goes to India. As far as this oppression against minority is concerned all sikhs in India are free to do as they wish in their own land. They have a democratically elected leader and sikhs in India are very happy. Others in India love them and respect them a lot so much so that manmohan Singh became the prime minister of India with zero opposition to his leadership. Abdul kalam who is also a muslim became the president of India. This oppression story is fake. That is one of the ways for this khalistan punjabi apply for refugee status inside Canada. It’s a Canadian loophole they misuse and the worst part is even the govt knows that. They just won’t do anything about it.
Makes unverified claims about Khalistan Sikhs, criminal records, and government loopholes while asserting political narratives about minorities in India.
felix842002
Feb 19, 2026
for starters who's getting extorted? where did there money come from.. it's known king pin and easy made money like fentenal dealers get extorted heck they said most were start up businesses. ya well thats …
for starters who's getting extorted? where did there money come from.. it's known king pin and easy made money like fentenal dealers get extorted heck they said most were start up businesses. ya well thats how they launder money so wy not try and get in on the dealthey have more licklyhood to pay. and it's gotten bad because these drug dealers are paying
Speculative conspiracy theory linking immigrants to drug dealing, money laundering, and organized crime without evidence.
FrancoisLHeureux-w9f
Feb 18, 2026
do u know punjab has most accidents in india too? and ppl wonder why many accidents in brampton
do u know punjab has most accidents in india too? and ppl wonder why many accidents in brampton
Makes a causal claim linking Punjab's accident rates to Brampton demographics without evidence, using stereotyping to suggest ethnic correlation.
fdeswfrwsgreffgs
Feb 6, 2026
Please don't send these khalistani terrorists to India. Good luck canada☺️
Please don't send these khalistani terrorists to India. Good luck canada☺️
Makes unsubstantiated claims labeling a group as terrorists without evidence.
truth_seeker1517
Jan 29, 2026
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Makes a stereotypical generalization about Indian driving behavior presented as fact, combining misinformation with ethnic identity framing.
MRDigitlalAnarchist
Jan 28, 2026
turning canada into poop eating country
turning canada into poop eating country
Makes a crude, inflammatory claim about Canada that is demonstrably false and appears designed to demean immigrants through crude language.
anon-tc6ig
Jan 28, 2026
Revere Yakub theory 🧐
Revere Yakub theory 🧐
References a conspiracy theory (Yakub theory) without substantive engagement, suggesting promotion of fringe claims.
Unverified Claim
0.78
DatBoiiiTooFresh
Jan 27, 2026
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there …
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there they want nothing to do with them because they're bad people
Makes sweeping, unsubstantiated claims that immigrants are universally rejected by their own people and are 'bad people,' combining false generalizations with threat framing.
Doomers-2025
Jan 27, 2026
Fortune favors the bold. But getting harvested for organs probably wasn't a societal norm when that statement came about.
Fortune favors the bold. But getting harvested for organs probably wasn't a societal norm when that statement came about.
Invokes conspiracy theory about organ harvesting in relation to immigration, presenting unsubstantiated claims as fact.
PsomaChinn
Jan 27, 2026
Oh, Indians are about to become mentors to Canadians; they will teach Canadians what Brahmins, Kshatriyas, Vaishyas, Shudras, and the Untouchables are.
Oh, Indians are about to become mentors to Canadians; they will teach Canadians what Brahmins, Kshatriyas, Vaishyas, Shudras, and the Untouchables are.
References the Hindu caste system as a threat that Indians will impose on Canadians, combining false stereotype with demographic anxiety.
weichen-k9q
Jan 28, 2026
You could say Khalistan is Hamas of punjab.
You could say Khalistan is Hamas of punjab.
Makes a provocative false equivalence between Khalistan and Hamas, spreading inflammatory misinformation to generate fear about specific groups.
Johnvalkyre
Jan 27, 2026
4:11 “they don’t seems to be eating poop” because they don’t, it’s just western media who shows Indian like this.
4:11 “they don’t seems to be eating poop” because they don’t, it’s just western media who shows Indian like this.
Challenges a media stereotype by claiming Western media misrepresents Indian people, addressing false narratives about a group.
harshitdy00
Jan 27, 2026
Krishna is NOT Sikh, it is HINDU Hindu and Sikh are 2 completely different religions, sikhism is only 200 years old Hinduism is older then judaism or christianity . you clearly don't do ANY research
Krishna is NOT Sikh, it is HINDU Hindu and Sikh are 2 completely different religions, sikhism is only 200 years old Hinduism is older then judaism or christianity . you clearly don't do ANY research
Corrects factual claims about religious traditions while implying the creator lacks research credibility.
DiscordC
Jan 27, 2026
@2:30 is lying, from the early 1970's Brampton has been Punjabi these people saying there is an influx are dumbasses, now there is a wave that don't try to mix with the white people
@2:30 is lying, from the early 1970's Brampton has been Punjabi these people saying there is an influx are dumbasses, now there is a wave that don't try to mix with the white people
Disputes a factual claim about demographic change timing in Brampton while asserting that recent immigrants resist integration with white people.
northernsurferboy
Nov 12, 2025
Most of these "refugees" are from India.
Most of these "refugees" are from India.
Makes a specific factual claim about refugee origins without supporting evidence.
Unverified Claim
0.78
philburt781
Nov 21, 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)