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 love to poo in public and group bathe in lakes as if it is the Ganges river in India. They are also extremely arrogant and have strong body odor. The ones that have been …
They love to poo in public and group bathe in lakes as if it is the Ganges river in India. They are also extremely arrogant and have strong body odor. The ones that have been in Canada for a long time think they are honorary Whites too. 😆
Relies on racist stereotypes and fabricated generalizations about a specific ethnic group's behavior and assimilation.
FunkyChild718
Feb 28, 2026
They were pooing on our beaches covering it with sand like cat liter
They were pooing on our beaches covering it with sand like cat liter
Makes a crude, unsubstantiated claim about immigrant behavior designed to provoke disgust and reinforce negative stereotypes.
pancakes4027
Jan 28, 2026
whever indians go, scams follow
whever indians go, scams follow
Makes a sweeping, unsubstantiated generalization about an ethnic group and criminal behavior.
The_Pontiff-f3j
Jan 28, 2026
genreally Indians are dirty people 😆😅🤣
genreally Indians are dirty people 😆😅🤣
Makes a sweeping, dehumanizing generalization about an ethnic group presented as fact, which is a stereotype-based false claim.
jacksondebbarma7644
Jan 28, 2026
What's up with that guy on the bike,,,, african low IQ what the f*** he could literally opens his mouth and say that 😂, their culture is raping woman? What? That ninja has to be …
What's up with that guy on the bike,,,, african low IQ what the f*** he could literally opens his mouth and say that 😂, their culture is raping woman? What? That ninja has to be taught a lesson, he's being rude towards Africans...
Contains demonstrably false stereotypes about African intelligence and cultural practices, combined with xenophobic framing and threat language.
sportshighlights8888
Jan 29, 2026
TRudeau is on fentynyl as he speaks.
TRudeau is on fentynyl as he speaks.
Makes an unsubstantiated factual claim about Trudeau's drug use without evidence.
Unverified Claim
0.88
@jackreston8188
Mar 4, 2025
İnsan ırkını melezleştirip saf ırkları yok etmek amacıyla Siyonistler tarafından planlanan bir durum. Aynısını Amerika'da Türkiye'de kanadada İngiltere'de gibi yerlerde görebiliriz.
İnsan ırkını melezleştirip saf ırkları yok etmek amacıyla Siyonistler tarafından planlanan bir durum. Aynısını Amerika'da Türkiye'de kanadada İngiltere'de gibi yerlerde görebiliriz.
Presents a conspiracy theory about deliberate demographic replacement by a named group, combining false claims with alarmist framing.
refreshkaya2006
Feb 12, 2026
Fellow Canadians, stand behind him. Stay strong.\n\nWe need President Trump to take over. Make Canada America Again.\n\n82% of Canadians support President Trump\n\n61% of Canadians want to be part of a great pure America
Fellow Canadians, stand behind him. Stay strong.\n\nWe need President Trump to take over. Make Canada America Again.\n\n82% of Canadians support President Trump\n\n61% of Canadians want to be part of a great pure America
Presents specific fabricated statistics (82% and 61% support figures) without evidence as factual claims.
@henrylee8510
Mar 4, 2025
This was never a white country. It was brown natives first. Then the jews came and raped and murdered them and brought different cultures here to fight each other so they can keep control. Use …
This was never a white country. It was brown natives first. Then the jews came and raped and murdered them and brought different cultures here to fight each other so they can keep control. Use your brains dumbass goy.
Promotes conspiracy theory about Jewish control and deliberate ethnic conflict creation, combined with false historical claims.
jovo2012
Jan 28, 2026
This is all planned by the global elites.
This is all planned by the global elites.
The comment asserts a conspiracy theory about global elites orchestrating immigration without evidence.
Unverified Claim
0.88
FredWilliams-j9e
Feb 9, 2026
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase …
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase Bank main headquarters quite a bit out there and he said its RUN OVER with indians. Chase brings them all here, gets them these work visas youll see every car in the parking lot says student driver on the bumper stickers. They cannot drive. My husband also says the floors they have them all working on stink so bad people gag having to walk in there straight off the elevator. They will just piss on the floor IN THE BATHROOMS they just go wherever they want. These people are their supposed tech smart people and they are stinking and pissing on the floor so imagine the lower IQ ones! They wipe with their barw hand!!!;One hand for wiping no toilet paper and one hand for eating. Thats why they only shake hands with their eating hand. They are disgusting!!!!
Contains multiple demonstrably false and dehumanizing stereotypes about Indian immigrants' hygiene and behavior, presented as personal anecdotes to lend false credibility.
JMac-27
Jan 28, 2026
People from India, Pakistan Bangladesh Come to Canada Get into car accidents To get easy money
People from India, Pakistan Bangladesh
Come to Canada
Get into car accidents
To get easy money
Presents a conspiracy-like claim about intentional car accidents for fraud, targeting specific ethnic groups without evidence.
donovangordon3383
Feb 16, 2026
The problem of Indian people is the gases and bad smell. thanks God
The problem of Indian people is the gases and bad smell. thanks God
Stereotypical, dehumanizing claim about Indian people based on fabricated generalizations without evidence.
الحمدلله-ظ6ج1ش
Jan 28, 2026
Mf Indians= scammers this is the reality. Now call me whatever you want
Mf Indians= scammers this is the reality. Now call me whatever you want
Makes a sweeping false generalization equating an entire ethnic group with criminal behavior.
myonggrg6291
Jan 28, 2026
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Asserts specific factual claims about 'millions of illegal/not eligible people from India' without evidence, presented as fact rather than opinion.
JacobAdam-l9k
Dec 24, 2025
What do Indians and Orcs have in common? This punchline can get you arrested for extremism in Canada
What do Indians and Orcs have in common?
This punchline can get you arrested for extremism in Canada
Contains a dehumanizing comparison presented as a joke with false claims about Canadian extremism laws.
wenterinfaer1656
Jan 28, 2026
"Indians are dirty people." Not all but yes most. It's one of those things that sounds racist, but it's facts 70% of the time. But as the guy said. Canada mainly has the upper class …
"Indians are dirty people." Not all but yes most. It's one of those things that sounds racist, but it's facts 70% of the time. But as the guy said. Canada mainly has the upper class Indians who are not dirty.
Makes fabricated statistical claims ('70% of the time') to support ethnic stereotyping while acknowledging the racist framing.
BreakerLove
Jan 28, 2026
Trump is a Russian Spy trump is not American he is Russian born in the USA I quess next he will change Americas name to Russian United States and Congress will probably allow him to …
Trump is a Russian Spy trump is not American he is Russian born in the USA I quess next he will change Americas name to Russian United States and Congress will probably allow him to do the Supreme Court Judges and Congress oath of office is to Trump not the We the People
Makes unfounded conspiracy claims that Trump is a Russian spy and will fundamentally alter American governance.
@SheliaHall-pq3ud
Mar 4, 2025
They're all dirty. Can't drive ignorant. There's 25 in one house.
They're all dirty. Can't drive ignorant. There's 25 in one house.
Presents multiple derogatory stereotypes about a specific group as factual claims.
Whatsgoinonhere
Jan 27, 2026
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING …
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING AT ALL
Contains false claims about immigrant benefits ($80,000) and stereotyping of ethnic groups as exploitative.
TimR-j9d
Jan 21, 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)