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
Comparative
2,420 comments
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
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
Compares Canada unfavorably to the USA by questioning claims of national superiority and requesting statistical evidence.
haxens1256
Jan 27, 2026
They want to live in Canada so bad but their own countries are better in a lot of ways
They want to live in Canada so bad but their own countries are better in a lot of ways
Compares Canada unfavorably to immigrants' home countries, suggesting other nations are superior in various ways.
Cody-h1p
Jan 19, 2026
I live here and having seen your Somali and Hasidic Jew videos at least I'm grateful that the Indians seem to be a lot nicer
I live here and having seen your Somali and Hasidic Jew videos at least I'm grateful that the Indians seem to be a lot nicer
Commenter compares immigrant groups (Somali, Hasidic Jewish, Indian) based on perceived cultural behavior, ranking them by favorability.
tianming4964
Jan 27, 2026
Canada “used” to be considered the cleanest country 😂
Canada “used” to be considered the cleanest country 😂
Uses sarcasm and emoji to compare Canada's past reputation to present state, implying decline in cleanliness or quality.
Sassenach1776girl
Jan 27, 2026
Blackburn uk or Brampton Canada same shit
Blackburn uk or Brampton Canada same shit
Compares demographic changes in Blackburn, UK to Brampton, Canada, suggesting similar patterns across nations.
Comparative
0.80
mra818
Jan 27, 2026
they are doing the same all over the world. america is not the greatest country. all the colonies of britain are screwed
they are doing the same all over the world. america is not the greatest country. all the colonies of britain are screwed
Compares Canada to America and other former British colonies, ranking nations negatively.
BorisaComputers
Jan 27, 2026
Okay, now do China because they have been mass immigrating to Canada as well as people coming from India.
Okay, now do China because they have been mass immigrating to Canada as well as people coming from India.
Requests similar analysis of Chinese and Indian immigration patterns, comparing demographic groups and their scale of immigration.
darkknightme9509
Jan 27, 2026
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Compares Canada to UK, noting similar demographic patterns in business ownership across countries.
Iamdisclamed
Jan 27, 2026
there's been big Indian communities in Ontario since the beginning of Canada
there's been big Indian communities in Ontario since the beginning of Canada
Commenter contextualizes Indian immigration by referencing historical presence in Canada, implicitly challenging the novelty or problematic nature of such immigration.
lobotomyy3
Jan 27, 2026
Real journalism. Max respect. My family is from Canada so I could live there if I wanted to. Glad I was born in the US instead.
Real journalism. Max respect. My family is from Canada so I could live there if I wanted to. Glad I was born in the US instead.
Commenter compares Canada and the US based on personal family background, expressing preference for the US over Canada.
dishcleaner2
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)