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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Identity Assertion
5,512 comments
We dont want em here
We dont want em here
Expresses exclusionary sentiment framing immigrants as unwanted outsiders, asserting in-group/out-group boundaries.
austinhunchak3968
Feb 9, 2026
Guy on the bike was absolutely right about the Africans
Guy on the bike was absolutely right about the Africans
Endorses a negative racial stereotype about Africans, framing them as a threat or problem.
mk62.5jetta9
Jan 27, 2026
Canada Canada oh Canada ??
Canada Canada oh Canada ??
Patriotic expression of Canadian national identity and pride.
Identity Assertion
0.85
@marciab94
Mar 5, 2025
Stand with Canada, nothing more than proud to be Canadian ??
Stand with Canada, nothing more than proud to be Canadian ??
Assertion of Canadian pride and identity combined with call to support Canada.
@rathy_v
Mar 4, 2025
This is coming from immigrants Don't like it LEAVE
This is coming from immigrants Don't like it LEAVE
Uses exclusionary us-vs-them framing, telling immigrants to leave if they don't like Canada.
@DenyseLRoss
Mar 5, 2025
I prefer Indians over your pedos and perverts
I prefer Indians over your pedos and perverts
Makes an ethnic/national preference claim comparing Indian immigrants favorably to Canadians using derogatory stereotypes.
sardarpatel8415
Feb 8, 2026
Nice video❤ i proud to be a sikh.❤
Nice video❤ i proud to be a sikh.❤
Expression of pride in Sikh identity combined with appreciation for the video content.
@joravarsingh2621
Mar 6, 2025
Good more jobs for real Canadians !
Good more jobs for real Canadians !
Uses 'real Canadians' to assert in-group identity while framing job availability as an economic concern.
Jaded.Rabbit
Apr 16, 2025
Indian people are smarter than these a** foreigners 😂
Indian people are smarter than these a** foreigners 😂
Makes an ethnic/cultural superiority claim framed with humor, asserting group identity hierarchy.
abheenavsamyak8337
Mar 2, 2026
monroe township is crazy with indians
monroe township is crazy with indians
Observation about demographic composition of a township framed as notable/concerning, emphasizing ethnic presence and demographic change.
JerseyResponders
Feb 8, 2026
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
Asserts white identity and discomfort with ethnic diversity, framing it as a threat to neighborhood character and belonging.
coffeegitters
Jan 27, 2026
?? you, SIR, are not a woman. Sir, no sir!
?? you, SIR, are not a woman. Sir, no sir!
Asserting a categorical claim about gender identity using confrontational framing ('you are not a woman').
Identity Assertion
0.85
@scottalderson1049
Mar 5, 2025
Immigration fails when we bring in too many people from cultures that don't share our values. Return them to the Middle East, return them to communist China. We also fail when we give them voting …
Immigration fails when we bring in too many people from cultures that don't share our values. Return them to the Middle East, return them to communist China. We also fail when we give them voting rights and all they do is vote for their home country's interests.
Asserts cultural incompatibility and voting bloc threat while making unverified claims about immigrant behavior and interests.
PleiadesChannel
Jun 20, 2025
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Comment frames immigrant groups as replacements and uses ethnic categorization to suggest demographic shifts, with implicit us-vs-them framing.
UnknownUser-xb1mp
Jan 27, 2026
🇮🇳🖕🇮🇳🖕🇮🇳🖕🇮🇳
🇮🇳🖕🇮🇳🖕🇮🇳🖕🇮🇳
Uses emoji symbols to express hostility toward Indian identity and people, asserting an antagonistic us-vs-them position.
Hasan02026
Feb 8, 2026
Based Tyler. Fuck India.
Based Tyler. Fuck India.
Endorses a person's anti-India stance while using inflammatory language, asserting in-group solidarity against an out-group.
RememberPalestine
Jan 27, 2026
I’m an American and I stand with America. I stand with my President
I’m an American and I stand with America. I stand with my President
American asserting national identity and allegiance to their president, positioning themselves against Canada's stance.
Identity Assertion
0.85
@eliteexecutiontrucking1425
Mar 4, 2025
Latina canadian here.. Cant stand these indians/pakis. Send then back to india..
Latina canadian here.. Cant stand these indians/pakis. Send then back to india..
Asserts in-group identity as Latina Canadian while expressing hostility toward other immigrant groups and calling for deportation.
anndy1987
Feb 7, 2026
Its literally India now. Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the …
Its literally India now.
Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the new Indian culture thats being forced in
Asserts a threatened Canadian cultural identity being replaced by Indian culture, framing immigration as a demographic and cultural threat.
moonum4567
Jun 20, 2025
Bro I am a true Canadian and the Indian people are everywhere
Bro I am a true Canadian and the Indian people are everywhere
Asserts Canadian identity while expressing demographic anxiety about Indian presence, framing it as an overwhelming presence.
Theyaretakingover
Jan 27, 2026
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)