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
Identity Assertion
5,512 comments
Your white supremacy is showing
Your white supremacy is showing
Accusatory comment framing opposition to immigration as rooted in racial supremacy, invoking identity and moral judgment.
Chrisagidi
Feb 12, 2026
Popular public opinion. Canada sucks now.
Popular public opinion. Canada sucks now.
Asserts national decline and expresses anxiety about Canada's current state tied to immigration.
WhateverNerd92
Feb 25, 2026
Without india their is no punjab 😮be proud to say india instead of punjab, with ur punjab pancard or aadhar card u can't travel
Without india their is no punjab 😮be proud to say india instead of punjab, with ur punjab pancard or aadhar card u can't travel
Emphasizes national identity over regional/ethnic identity, urging pride in India over Punjab as a statement of belonging.
Identity Assertion
0.80
Sachin-t7f9f
Feb 11, 2026
Thank you Tyler. I hope this speeds up the annexation of Canada.
Thank you Tyler. I hope this speeds up the annexation of Canada.
Frames Canada's immigration issues as justifying political annexation by another nation, asserting national identity concerns.
MikeLeWiki
Jan 27, 2026
The guy who said he'd pick motherland Punjab. Then why are you in Canada?!? These people are infuriating.
The guy who said he'd pick motherland Punjab. Then why are you in Canada?!? These people are infuriating.
Expresses frustration with immigrants' perceived disloyalty or hypocrisy regarding their homeland preference versus residence choice.
LadyNadia1950
Jan 27, 2026
They are good immigrant. Not like the other terorist behavior.
They are good immigrant. Not like the other terorist behavior.
Distinguishes between 'good' and 'bad' immigrant groups using stereotypes, creating an us-vs-them categorization based on perceived behavior.
lifeeeeeeeee1234
Jan 27, 2026
Canada is a fallen state, it is completely 🗑️
Canada is a fallen state, it is completely 🗑️
Sweeping negative claim about Canada's state framed through identity/national decline rhetoric with alarmist undertones.
Wild_Cat
Jan 27, 2026
I’d take two Indians over one Muslim
I’d take two Indians over one Muslim
Comparative ranking of ethnic/religious groups, expressing preference for one over another based on identity.
Identity Assertion
0.80
Slink-el1yj
Jan 27, 2026
Ngl indians mostly follow the rules, if someone’s law have too many loopholes to ‘migrate’ thats kinda their problem Imo they are one of the most clever and hardworking race on earth, except their numbers …
Ngl indians mostly follow the rules, if someone’s law have too many loopholes to ‘migrate’ thats kinda their problem
Imo they are one of the most clever and hardworking race on earth, except their numbers are too high so u r bound to get a few rotten ones in the bunch
Makes generalizations about Indian immigrants' character and work ethic while expressing concern about their numbers in Canada.
shermy9591
Jan 27, 2026
i agree on this canada shouldn't have any temples and india shouldn't have any churches both should remove these places
i agree on this canada shouldn't have any temples and india shouldn't have any churches both should remove these places
Commenter advocates for religious segregation by country, asserting that nations should maintain cultural/religious homogeneity.
freeman4758
Jan 27, 2026
WHITE WOKE LIBERAL BOOMERS are no longer needed on this EARTH 🌎
WHITE WOKE LIBERAL BOOMERS are no longer needed on this EARTH 🌎
Uses inflammatory identity-based language targeting a demographic group ('white woke liberal boomers'), framing them as obsolete.
jasonviking
Jan 27, 2026
Canadian are the most racist people on earth they just know how to hide it
Canadian are the most racist people on earth they just know how to hide it
Makes a sweeping claim about Canadian national character and racism, framing Canadians as a distinct group with hidden prejudice.
Rahim-f1b
Jan 27, 2026
Nah Canada is the greatest country on earth
Nah Canada is the greatest country on earth
Patriotic assertion of Canadian national superiority, affirming national identity and pride.
Superperpr
Jan 27, 2026
Even in Ontarios small towns (Im a couple hours north of Toronto) and its not just Tim Hortons but in almost every fast food chain is all Indians working
Even in Ontarios small towns (Im a couple hours north of Toronto) and its not just Tim Hortons but in almost every fast food chain is all Indians working
Combines lived observation with demographic framing that emphasizes ethnic/national identity patterns in employment.
zarahsgarden2097
Jan 27, 2026
Some Indians ruined the image of all immigrants in Canada.
Some Indians ruined the image of all immigrants in Canada.
Uses collective blame framing (ethnic group stereotyping) while implying moral judgment about group reputation.
LinuxCoder-Root
Jan 27, 2026
Thanks for shedding light on this topic, it’s been a dread for all us REAL Canadians
Thanks for shedding light on this topic, it’s been a dread for all us REAL Canadians
Uses exclusionary language ('REAL Canadians') to assert in-group identity and belonging.
Identity Assertion
0.80
Changingwayz777
Jan 27, 2026
Nothing wrong with the Sikhs they are awesome 👌 here in the UK they integrate into our culture and way of life. It's the Islamists you should be worried about.
Nothing wrong with the Sikhs they are awesome 👌 here in the UK they integrate into our culture and way of life. It's the Islamists you should be worried about.
Compares immigrant groups favorably and unfavorably based on religious/ethnic identity, distinguishing 'good' from 'bad' groups.
God_Is_Good1987
Jan 27, 2026
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
Defends ethnic group reputation by claiming others acknowledge their positive qualities relative to other ethnicities.
Identity Assertion
0.80
vikrantsingh8840
Jan 27, 2026
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly …
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly bringing nothing but disgrace back home. They are invading the surreal ambience of The West which is certainly not fair. And This is infact not their fault entirely ; they are shown dreams of a Utopian World brimming with opportunities they are assured they'd only get in the English speaking nations or other Western nations .
Self-identified Indian commenter making generalizations about immigrant groups, framing them as threats to Western culture and values.
souravsainiinfinix9754
Jan 27, 2026
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
User makes a demographic prediction about Indian dominance in Canada and uses dismissive emoji, asserting identity-based power dynamics and demographic anxiety.
Iammrunkown
Jan 27, 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)