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
Thanks tyler for helping to raise awareness of this issue - indians immigrants have ruined canada!
Thanks tyler for helping to raise awareness of this issue - indians immigrants have ruined canada!
Makes a sweeping ethnic generalization blaming a specific immigrant group for national decline, combining identity-based framing with threat rhetoric.
AzTO96
Feb 25, 2026
I’m native Canadian, I grew up in a neighborhood full of Indians and it was rare to be in the same class with another native in a class full of foreigners, I felt like a …
I’m native Canadian, I grew up in a neighborhood full of Indians and it was rare to be in the same class with another native in a class full of foreigners, I felt like a stranger in my own country
First-person account expressing alienation and us-vs-them framing about being a native Canadian minority in a diverse classroom.
L3million-xx
Mar 3, 2026
Canada was/is native indian land... The rest of us dont belong here.
Canada was/is native indian land... The rest of us dont belong here.
Asserts indigenous land claims and questions belonging based on ethnic/national identity, framed as a moral statement about rightful ownership.
rickijames
Mar 3, 2026
Indians are the one who are running Google to World Bank & Microsoft to white House
Indians are the one who are running Google to World Bank & Microsoft to white House
Claims about Indian representation in global institutions with an implicit us-vs-them framing, presented as unverified assertion.
AbhinavChoudhury-x4i
Jan 27, 2026
Why would you not say Canada is the greatest country on earth surely it's not America
Why would you not say Canada is the greatest country on earth surely it's not America
Asserts Canada's superiority and national pride while implicitly contrasting with America in an us-vs-them framing.
HowardBrown-m6t
Mar 2, 2026
Good to see whites getting fcuked by indians 😂😂😂😂😂😂
Good to see whites getting fcuked by indians 😂😂😂😂😂😂
Uses racial framing and celebratory tone about demographic change, employing humor to express ethnic/national identity concerns.
bablublast69
Feb 25, 2026
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
All three of you are from the East, so just admit that you're mentallity is exactly why Western Canada wants no part of your self destruction ! 🖕
All three of you are from the East, so just admit that you're mentallity is exactly why Western Canada wants no part of your self destruction ! 🖕
Regional/cultural identity framing with us-vs-them language about East vs. Western Canada and accusations of self-destruction.
JimBeck-z1d
Mar 1, 2026
اكره الهندوسي أن
اكره الهندوسي أن
Statement expressing hatred toward a religious/ethnic group, framing them as an out-group threat.
ايمنعليعبدهصالحناجيفاضلصالحناج
Mar 2, 2026
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t …
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t a giant dumping ground like back home, there’s bathrooms in homes and businesses, and we mainly speak English. Don’t like it.. well you found your way here, not hard to go HOME 😂😂
Asserts Canadian identity and cultural superiority while calling for deportation of immigrants who don't assimilate to 'Canadian ways.'
goshdarnit4203
Mar 2, 2026
You want an Indian Invasion come to the state of Georgia in the US we got tons of them here now.
You want an Indian Invasion come to the state of Georgia in the US we got tons of them here now.
Frames Indian immigration as an 'invasion' and uses comparative reference to US demographics to express demographic anxiety about ethnic change.
nexustozach7057
Mar 2, 2026
This is not Indian Invasion its Hindu-Sikh Invasion
This is not Indian Invasion its Hindu-Sikh Invasion
Uses inflammatory language ('invasion') to frame Hindu-Sikh immigration as a threat, emphasizing religious/ethnic categorization.
alizeeshanyusufali3745
Mar 1, 2026
As a Canadian I am so disappointed in my country. I’d almost rather be Mexican. Almost.
As a Canadian I am so disappointed in my country. I’d almost rather be Mexican. Almost.
Expresses disappointment in Canadian national identity and makes a comparative statement about preferring another country, framed as identity critique.
tizza963
Mar 1, 2026
Грязные цыгане
Грязные цыгане
Derogatory ethnic slur used to demean a specific group, asserting negative identity-based categorization.
ava1ancha
Jan 29, 2026
Keep Canada Canada do not change it into india please. If we want India we go to India. When I visit Canada I wanna visit Canada not India. Live free there practice your religion and …
Keep Canada Canada do not change it into india please. If we want India we go to India. When I visit Canada I wanna visit Canada not India. Live free there practice your religion and traditions, but respect canadians and do not turn their country into India, please...
Expresses concern about cultural preservation and national identity, framing immigration as a threat to Canadian distinctiveness while attempting to frame it as respectful.
Khawakhawana7601
Mar 1, 2026
Ese blanco es bien racista como todos los blancos
Ese blanco es bien racista como todos los blancos
Makes a sweeping ethnic generalization attributing racism to a racial group, using identity-based framing to express prejudice.
GuillermoGonzalez-ml5bs
Mar 1, 2026
They are so much better then small hats
They are so much better then small hats
Comparative ethnic ranking using coded derogatory language ('small hats') to assert group superiority.
tyronewatermelonedaiii2842
Jan 29, 2026
India Indian everywhere in Alberta
India Indian everywhere in Alberta
Comment expresses concern about demographic change and visible presence of Indian immigrants in Alberta, framing it as an identity/belonging issue.
hussein-mo7iu
Feb 25, 2026
Not a single Indigenous person in sight. Foreigners complaining about foreigners ☠️
Not a single Indigenous person in sight. Foreigners complaining about foreigners ☠️
Critiques absence of Indigenous representation while framing immigrants as 'foreigners,' asserting competing claims to belonging.
novagirlie
Jan 29, 2026
As a person of Indian descent, I wouldn't live here. Never been to India but Brampton sure looks like mini India
As a person of Indian descent, I wouldn't live here. Never been to India but Brampton sure looks like mini India
Commenter asserts ethnic identity and uses demographic change as basis for rejecting residence, framing Brampton as culturally transformed.
rainbowsandshi
Feb 28, 2026
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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)