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
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
keep crying and just FYI Red Indian also wanted White our of Canada. .. Think about that too
Uses historical grievance framing to assert competing claims about who belongs in Canada, employing us-vs-them logic.
sandeepsinghgoraya
Jan 27, 2026
That white pig trying to discredit muslims...look at you genocide clown...this isnt your land you oppressing native red skin men in reservations
That white pig trying to discredit muslims...look at you genocide clown...this isnt your land you oppressing native red skin men in reservations
Counter-assertion of indigenous identity and historical grievance, positioning white Canadians as occupiers and oppressors.
Mir-y8n
Jan 27, 2026
White guy Ancestors Emigrate (Infade)the Country of the Aboriginals!! Canada!!
White guy Ancestors Emigrate (Infade)the Country of the Aboriginals!! Canada!!
Uses historical framing to assert Aboriginal identity and challenge white settler claims to Canada through comparative national belonging.
Rainbows783
Jan 27, 2026
That dude is right, id rather have these brownies here than some crazy sub saharans
That dude is right, id rather have these brownies here than some crazy sub saharans
Ethnic/racial comparison expressing preference for one group over another with dehumanizing language.
NightLordddd
Jan 27, 2026
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
Demographic anxiety expressed through racial counting and assertion of unwanted demographic change.
B00BJOB5
Jan 27, 2026
ew bet is smell like shit there
ew bet is smell like shit there
Derogatory ethnic stereotype expressing disgust toward a place associated with immigrants.
vers1600
Jan 27, 2026
how canadian not talking about this how they sold their culture for some indians
how canadian not talking about this how they sold their culture for some indians
Claims Canadians have sacrificed their cultural identity for Indian immigration, framing it as cultural loss.
SamGzJ
Jan 27, 2026
Just one of many reasons Albertans are absolutely done with Canada.
Just one of many reasons Albertans are absolutely done with Canada.
Claims regional/national identity dissatisfaction with Canada, implying immigration as a reason for alienation.
Berta_strong
Jan 27, 2026
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
The commenter frames immigration as an imposition on native citizens, using ironic moral language to assert national identity boundaries.
nxxi_6013
Jan 27, 2026
Khalistani terrorists do not represent all Indians
Khalistani terrorists do not represent all Indians
Distinguishes between a group (Khalistani terrorists) and a broader identity category (Indians), asserting representational boundaries.
himanshudhawan6512
Jan 27, 2026
indians are the only asians i think of fondly, this forced ragebait is getting on my nerves.
indians are the only asians i think of fondly, this forced ragebait is getting on my nerves.
Expresses preference for one ethnic group while criticizing the video as inflammatory ragebait, mixing identity claims with content critique.
lenzp4133
Jan 27, 2026
If Indians thought it was their right to kick out the Whites, then it should also be a right for Whites to kick out Indians. Am I missing something here?
If Indians thought it was their right to kick out the Whites, then it should also be a right for Whites to kick out Indians.
Am I missing something here?
Frames immigration as an ethnic power dynamic, using reciprocal logic to question fairness of demographic change.
aldrintoscano
Jan 27, 2026
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
Expresses xenophobic sentiment with us-vs-them framing and nostalgia for pre-immigration cultural norms.
irishbaddie_3089
Jan 27, 2026
The jeet creep is real. I can't stand jeets
The jeet creep is real. I can't stand jeets
Uses derogatory ethnic slur to express negative sentiment toward a specific immigrant group, combining identity-based othering with implicit threat framing.
drew32
Jan 27, 2026
Saying "Proud to be a Canadian" in Canada is easier, the same in India would feel much different... Such hypocrites...
Saying "Proud to be a Canadian" in Canada is easier, the same in India would feel much different... Such hypocrites...
Compares national pride expression across countries while accusing Canadians of hypocrisy, asserting cultural double standards.
aamirashai
Jan 17, 2026
Indians came to Britain n are brand new and assimilated that’s no who im worried about
Indians came to Britain n are brand new and assimilated that’s no who im worried about
Distinguishes between acceptable and unacceptable immigrant groups, asserting selective identity boundaries.
seanjamesmurphy1
Jan 27, 2026
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
User makes a demographic prediction about Indian dominance in Canada and uses dismissive emoji, asserting identity-based power dynamics and demographic anxiety.
Iammrunkown
Jan 27, 2026
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly …
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly bringing nothing but disgrace back home. They are invading the surreal ambience of The West which is certainly not fair. And This is infact not their fault entirely ; they are shown dreams of a Utopian World brimming with opportunities they are assured they'd only get in the English speaking nations or other Western nations .
Self-identified Indian commenter making generalizations about immigrant groups, framing them as threats to Western culture and values.
souravsainiinfinix9754
Jan 27, 2026
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
Defends ethnic group reputation by claiming others acknowledge their positive qualities relative to other ethnicities.
Identity Assertion
0.80
vikrantsingh8840
Jan 27, 2026
Ngl indians mostly follow the rules, if someone’s law have too many loopholes to ‘migrate’ thats kinda their problem Imo they are one of the most clever and hardworking race on earth, except their numbers …
Ngl indians mostly follow the rules, if someone’s law have too many loopholes to ‘migrate’ thats kinda their problem
Imo they are one of the most clever and hardworking race on earth, except their numbers are too high so u r bound to get a few rotten ones in the bunch
Makes generalizations about Indian immigrants' character and work ethic while expressing concern about their numbers in Canada.
shermy9591
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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