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
Diversity is our cancer.
Diversity is our cancer.
Uses inflammatory metaphor equating diversity with disease, expressing fundamental opposition to multicultural identity.
RedGuajiro
Jan 27, 2026
Racist white trash
Racist white trash
A derogatory identity-based insult using racial and class-based slurs without substantive argument.
Identity Assertion
0.90
youtubee9479
Jan 28, 2026
More racism is needed. Only racism can save our countries.
More racism is needed.
Only racism can save our countries.
Explicitly advocates for racism as a solution, framing it as necessary for national preservation—a clear identity-based assertion.
matthewbass4136
Feb 13, 2026
cant they atleast dress like canadians.
cant they atleast dress like canadians.
Asserts a boundary between 'Canadian' dress/identity and immigrant dress, implying newcomers should conform to dominant cultural norms.
Identity Assertion
0.90
zat0076
Sep 19, 2025
Canadians are immigrant!
Canadians are immigrant!
Makes a claim about Canadian national identity by asserting that Canadians themselves are immigrants, challenging exclusionary framing.
Identity Assertion
0.90
jahkush5383
Aug 24, 2025
I’ve always been a proud Canadian, but I’ve never felt more patriotic or prouder ??❤
I’ve always been a proud Canadian, but I’ve never felt more patriotic or prouder ??❤
Expresses pride in Canadian national identity and patriotic sentiment.
Identity Assertion
0.90
@LonelyShellyChaplin
Mar 4, 2025
Proud to be Canadian today!
Proud to be Canadian today!
Direct assertion of Canadian national pride and identity.
Identity Assertion
0.90
@fantasticania
Mar 4, 2025
Racist wite trash.
Racist wite trash.
A derogatory identity-based insult using racial and class-based slurs without substantive argument.
Identity Assertion
0.90
youtubee9479
Jan 28, 2026
Canadians are sick and tired of them indians in this country
Canadians are sick and tired of them indians in this country
Expresses ethnic resentment toward Indian immigrants, framing them as unwanted outsiders in Canada.
WeTheNorthRaptors
Jan 28, 2026
So proud of Canada
So proud of Canada
Direct expression of pride in Canadian identity and national affiliation.
@nancymollers4291
Mar 4, 2025
Make AmeriKKKa WHITE PEDO Again
Make AmeriKKKa WHITE PEDO Again
Expresses white nationalist identity assertion with inflammatory rhetoric about racial/demographic change.
DEIGhost8888
Jan 28, 2026
Their skin color is the same color as the cow dung they play in for Diwali and most other days. How ironic.
Their skin color is the same color as the cow dung they play in for Diwali and most other days. How ironic.
Uses racist stereotyping and dehumanizing language to demarcate ethnic/cultural boundaries and express contempt.
Boros6886
Jan 27, 2026
Indian Pakistan Bangladesh and all Muslim need to be deported.
Indian Pakistan Bangladesh and all Muslim need to be deported.
Makes an exclusionary us-vs-them claim targeting specific ethnic and religious groups for deportation.
Oudomx
Jan 27, 2026
Send them all back to India
Send them all back to India
Demands deportation of a specific ethnic group, framing them as outsiders who don't belong in Canada.
theaphaeus727
Jan 28, 2026
Indian are like this is our country 😮
Indian are like this is our country 😮
Uses us-vs-them framing ('Indians are like this is our country') to assert ethnic identity and belonging claims.
Identity Assertion
0.90
LithingbaMongzar
Sep 19, 2025
This is disgusting, they should keep the images of their Gods that they worship in their temples like other religions do. WHY DO THEY HAVE TO SHOVE IT IN OUR FACES? Why are they bringing …
This is disgusting, they should keep the images of their Gods that they worship in their temples like other religions do. WHY DO THEY HAVE TO SHOVE IT IN OUR FACES? Why are they bringing so much violence into our communities especially the Singhs. Knives and GUNS!! I"m from an immigrant family but my family assimilated... we love Canada and Canadian culture thats why we moved to Canada. I'm a brown girl born so of course i look a but like them. My family has been here for over 70 years , i belong here. Cut down on the mass immigration especially from India .
Primarily asserts belonging and cultural identity ('I belong here', contrasts assimilated family with newcomers), combined with fear-based claims about violence and calls for reduced immigration.
Nadi_ahh
Sep 19, 2025
As a real American, I don't give a sh@t about what the rest of you say. WE RULE! ??
As a real American, I don't give a sh@t about what the rest of you say. WE RULE! ??
Asserts American identity and superiority with dismissive attitude toward others' opinions.
Identity Assertion
0.90
@petermoore143
Mar 4, 2025
Indian's go back your fu*king county 🇮🇳 Thanks for posting this video
Indian's go back your fu*king county 🇮🇳 Thanks for posting this video
Hostile exclusionary statement targeting Indian immigrants, asserting national belonging through xenophobic language.
DAVID-b2q9y
Jan 28, 2026
The white farming town way of life appealed to outsiders, so now they will make it like India. This is happening because they dont want to live in their home country, white western countries appear …
The white farming town way of life appealed to outsiders, so now they will make it like India. This is happening because they dont want to live in their home country, white western countries appear safer, cleaner, and more inviting, who wouldn't want to come and live off that sweet white culture that created a community and culture that others flock to... just so they can refuse to assimilate and make that once inviting place like the place they ran from.
Frames immigration through us-vs-them identity categories (white Western culture vs. outsiders) with underlying demographic anxiety about cultural change.
turdferguson4357
Jan 28, 2026
We stand with trump
We stand with trump
Simple statement of political allegiance and group identification with Trump supporters.
Identity Assertion
0.90
@blackchild5084
Mar 4, 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)