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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Comparative
2,420 comments
Go to NJ the second biggest Indian Temple in the world is in Robbinsville.
Go to NJ the second biggest Indian Temple in the world is in Robbinsville.
Commenter recommends visiting New Jersey and references a major Indian temple there, implicitly comparing locations and cultural infrastructure.
Comparative
0.80
SilentSounder
Jan 28, 2026
Se jodió todo igual que en España estamos jodidos occidente se muere
Se jodió todo igual que en España estamos jodidos occidente se muere
Compares Canada's situation to Spain using Spanish language, expressing shared Western decline narrative.
Emanuel79-t8q
Jan 28, 2026
They drive just like the Hasidic Jews in upstate NY.
They drive just like the Hasidic Jews in upstate NY.
Compares driving behavior of one immigrant group to another ethnic group in a different location.
mochans
Jan 28, 2026
Seems like most people like them, tbh I have no issue with indians but I would much rather have them in India and develop India, they need them badly
Seems like most people like them, tbh I have no issue with indians but I would much rather have them in India and develop India, they need them badly
Compares Canada to India and argues immigrants should develop their home country instead.
Chochowl
Jan 27, 2026
Same illegal stuff happening in other countries
Same illegal stuff happening in other countries
Compares Canada's immigration issues to other countries, contextualizing the problem globally.
seae2030
Jan 27, 2026
The Bay Area has way more
The Bay Area has way more
Compares immigration levels between the Bay Area and Canada, ranking geographic regions.
Comparative
0.80
BrickBrock-w2j
Jan 27, 2026
Come to southall uk, this looks like a white town compared to southall
Come to southall uk, this looks like a white town compared to southall
Compares Canada to Southall, UK, implying demographic transformation and using another location as a cautionary example of immigration impact.
MalikThrone
Jan 27, 2026
Visit robbinsville NJ, dude. Temples are bigger Indian population is larger than this Canadian town.
Visit robbinsville NJ, dude. Temples are bigger Indian population is larger than this Canadian town.
Provides comparative context by referencing a U.S. location with larger Indian population to contextualize Canadian demographics.
Comparative
0.80
nohate5395
Jan 27, 2026
Americans finding out people migrate all over the word and not just the states.
Americans finding out people migrate all over the word and not just the states.
Comparison between American and global migration patterns with implied ironic commentary.
MONK_IZM
Jan 27, 2026
EU trade deal announced today. The same thing will happen to Germany very soon.
EU trade deal announced today. The same thing will happen to Germany very soon.
Compares Canada's immigration situation to Germany's, predicting similar demographic outcomes in other countries.
Kwb1982
Jan 27, 2026
India destroyed canada Usa 😂😂 Uk 😂😂 China 😭😭 Canada😭🤬
India destroyed canada
Usa 😂😂
Uk 😂😂
China 😭😭
Canada😭🤬
Commenter ranks multiple countries against Canada using emoji reactions, comparing nations' immigration situations with satirical tone.
MoralBabuzaman
Jan 27, 2026
I remember going to Canada in the late 70s early 80s and it was full of Japanese. I guess they got replaced.
I remember going to Canada in the late 70s early 80s and it was full of Japanese. I guess they got replaced.
Compares past and present immigrant demographics in Canada, implying demographic replacement anxiety through historical comparison.
stripmin41
Jan 27, 2026
Just join the USA already
Just join the USA already
Compares Canada to the USA, suggesting Canada should merge with or become like the United States.
Comparative
0.80
DesmondReed-y7e
Jan 26, 2026
Canadas european invasion is also crazy
Canadas european invasion is also crazy
Compares Canada's immigration to a European 'invasion,' framing immigration through a comparative national lens with demographic anxiety.
drasxyhn
Jan 27, 2026
Imagine if British never colonized India. Maybe then Indians would have stayed in India
Imagine if British never colonized India. Maybe then Indians would have stayed in India
Uses counterfactual historical comparison (British colonization) to suggest Indians would not immigrate if history were different, implying criticism of current immigration.
adrhaniff
Jan 27, 2026
Even the UK Prime Minister is Indian
Even the UK Prime Minister is Indian
Compares Canada to UK by noting the UK Prime Minister's Indian heritage, implying demographic change commentary.
MelihAkgun-pg8hs
Jan 27, 2026
You HAVE to visit New Jersey. Have a friend who lives there and it’s more Indians then white or any other ethnicity there
You HAVE to visit New Jersey. Have a friend who lives there and it’s more Indians then white or any other ethnicity there
Compares demographic composition of New Jersey to Canada, using personal anecdote to illustrate ethnic demographic shifts.
Ghostly52
Jan 27, 2026
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope …
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go).
I hope Canadians get to live the way they want.
Compares India favorably to Western nations and expresses supportive sentiment toward Canadians, using comparative national framing.
rudranil-c
Jan 27, 2026
Interesting we don’t treat chinatowns like this 😭😭😭
Interesting we don’t treat chinatowns like this 😭😭😭
Commenter compares treatment of Chinatowns to other ethnic communities, suggesting differential standards based on ethnicity.
BigSpinnerdawg
Jan 27, 2026
You'd think he was in a third world country
You'd think he was in a third world country
Comment compares Canada unfavorably to developed nations, implying immigration has degraded the country's status.
brettanderson709
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)