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
You are a colonizer. You are NOT indigenous to ANYWHERE on the planet except Europe/Eurasia
You are a colonizer. You are NOT indigenous to ANYWHERE on the planet except Europe/Eurasia
Uses identity-based framing to exclude the commenter from belonging, invoking colonial history and geographic origin claims.
placesandspaces3489
Aug 29, 2025
Get um Trump we are ready for America to be first.
Get um Trump we are ready for America to be first.
Expresses support for Trump and America-first positioning, combining identity assertion with implicit call-to-action sentiment.
@angelakimbell118
Mar 4, 2025
Dirty people, gross.
Dirty people, gross.
Dehumanizing characterization of immigrants using crude stereotypes to assert cultural/national boundaries.
VictorCortez-gl6nl
Jan 17, 2026
Justin Trudeau got his ass fxxck by Trump and did not get paid. He is a shame to Canadians.
Justin Trudeau got his ass fxxck by Trump and did not get paid. He is a shame to Canadians.
Attacks Prime Minister's credibility and frames him as a shame to Canadian identity, combining personal criticism with national belonging claims.
@efaxing6649
Mar 4, 2025
best part is they erect these idols to indian gods in our strip mall parking lots
best part is they erect these idols to indian gods in our strip mall parking lots
Expresses concern about visible cultural/religious markers of immigrants, framing them as unwelcome changes to national space.
doginfantry595
Jan 27, 2026
Canada is a Indian country very disgusting place to visit
Canada is a Indian country very disgusting place to visit
Makes a sweeping negative characterization of Canada based on perceived ethnic/cultural composition, framing it as an identity issue.
markussingh7725
Jan 18, 2026
I agree that indians have no civic sense,but not all are same...stop putting finger on all indians
I agree that indians have no civic sense,but not all are same...stop putting finger on all indians
Acknowledges a negative stereotype about Indians while arguing against blanket generalizations, balancing group criticism with individual fairness.
worldtraveller1095
Jan 27, 2026
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Identical to first comment: exclusionary identity assertion combined with policy critique regarding detention.
adidvanvitelli3975
Jan 27, 2026
immigrants are so ungrateful ,
immigrants are so ungrateful ,
Makes a generalized claim about immigrant behavior and gratitude, framing an us-versus-them distinction based on national belonging.
Identity Assertion
0.75
LorraineRicardo
Aug 28, 2025
it's hard for someone to change their spots , and strips ,
it's hard for someone to change their spots , and strips ,
Suggests immigrants cannot change their fundamental nature, implying inherent cultural incompatibility with Canadian society.
Identity Assertion
0.75
LorraineRicardo
Aug 28, 2025
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Combines exclusionary 'go back to your country' framing with criticism of ICE detention practices, primarily asserting national belonging boundaries.
adidvanvitelli3975
Jan 27, 2026
Guys ngl the indian people have disappeared from the city I live in, idk why yall still complaining
Guys ngl the indian people have disappeared from the city I live in, idk why yall still complaining
Makes an observation about demographic change with implicit concern about immigrant presence and visibility in the commenter's locality.
MiceofGlass
Feb 24, 2026
Buddy, thank you for making this. Theyre so awful. Everyone wants them out
Buddy, thank you for making this. Theyre so awful. Everyone wants them out
Expresses agreement with negative characterization of a group and claims broad public support for their removal, combining identity-based criticism with false consensus.
IAmTheWhiteDevil
Jan 27, 2026
Indian Accent is horrible for that reason get the fk out
Indian Accent is horrible for that reason get the fk out
Comment makes a derogatory claim about an ethnic group's accent and calls for their exclusion, combining identity-based prejudice with exclusionary sentiment.
killshotz6747
Jan 27, 2026
they dont call it brown town for a reason
they dont call it brown town for a reason
References a colloquial place name ('brown town') implying ethnic demographic change, with implicit criticism.
aparagonwolf7057
Jan 27, 2026
Just a quick reminder: Indians are not a minority, they're a GLOBAL MAJORITY 3 mil Indians could immigrate to each and every country on Earth and they would still have about a billion Indians left …
Just a quick reminder: Indians are not a minority, they're a GLOBAL MAJORITY
3 mil Indians could immigrate to each and every country on Earth and they would still have about a billion Indians left "at home"
Asserts demographic scale and global majority status of Indians, framing it as a counter-narrative to minority positioning with implicit demographic anxiety.
1ofthedabloons926
Jan 27, 2026
It’s crazy these people move from India to Canada and still don’t even want to stay in Canada 😭
It’s crazy these people move from India to Canada and still don’t even want to stay in Canada 😭
Expresses skepticism about immigrant commitment to Canada using ironic tone, implying questions about belonging and loyalty.
squidbate3404
Feb 26, 2026
You should’ve went out side, the GTA everyone hates Punjabi
You should’ve went out side, the GTA everyone hates Punjabi
Makes a negative ethnic/cultural assertion about Punjabi people and references regional sentiment against them.
mr_blackjack_
Jan 27, 2026
white dude is so based
white dude is so based
The comment uses 'based' slang to express approval of someone's racial/ethnic identity and perceived stance.
Identity Assertion
0.75
dailydowisdom
Jan 27, 2026
guy with the bike will remain white and poor. some of us have 2 degrees and masters thanks
guy with the bike will remain white and poor. some of us have 2 degrees and masters thanks
The comment makes a class-based identity assertion contrasting the commenter's educational credentials with another person's perceived status.
victoriabarron2119
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)