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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
Page 35 of 276
East Indians is the proper term.Not to be mixed up with Canadian Indians.
East Indians is the proper term.Not to be mixed up with Canadian Indians.
Asserts terminological distinction between ethnic/immigrant identity and Indigenous identity, establishing categorical boundaries.
susenholmes6728 Sep 21, 2025
Send all Indian back Let Pakistani and Arabs to come they are white, they've honest and hard work people Canadian girls love Pakistani men and Arabs boys they are handsome too
Send all Indian back Let Pakistani and Arabs to come they are white, they've honest and hard work people Canadian girls love Pakistani men and Arabs boys they are handsome too
Commenter advocates for selective immigration based on ethnic/racial categories while making stereotypical claims about attractiveness and work ethic.
MorganCivagnanam Feb 26, 2026
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
Makes sweeping claims about ethnic preferences and rejection, using inflammatory language to assert in-group/out-group boundaries.
elmascholo13 Feb 26, 2026
All this happened when Canadians, particularly white people left Christianity and abandoned their churches and followed the woke ideology that was imposed on them by external forces. The damage is done. However, it’s never too …
All this happened when Canadians, particularly white people left Christianity and abandoned their churches and followed the woke ideology that was imposed on them by external forces. The damage is done. However, it’s never too late to rebuild your communities and start all over again. I am not from India…I came to Canada 31 years ago with my family. When I came here as a young man…You could not see any stores open on Sundays; other than gas stations and convenience stores. Majority of people attended church and the whole town had only two homeless people in it. Go back to your churches, have many kids and rebuild your communities…stay a way from Drugs and alcohol. Good luck all.
Frames cultural/religious identity loss as central problem, uses us-vs-them framing (Christians vs. woke ideology), and includes personal narrative of immigration experience to support identity-based argument.
futurecar3144 Sep 21, 2025
Kalestanians who do u think u are u are not canadians and u just invaded our country and took.over u need to get out u are all illegals taking all of our resources country and …
Kalestanians who do u think u are u are not canadians and u just invaded our country and took.over u need to get out u are all illegals taking all of our resources country and culture shame on u for taking away from canadians country plus we are fed up u need to get out
Frames immigrants as invaders and illegals threatening Canadian identity and resources, with explicit us-vs-them framing and demand for removal.
Jojo-w8b9e Sep 20, 2025
I'd rather have Indians in the United States than the damn Islam's..
I'd rather have Indians in the United States than the damn Islam's..
Expresses preference for Indian immigrants over Muslim immigrants, framing immigration through ethnic/religious identity hierarchy.
rickriner Feb 15, 2026
I'm with Trump 100%
I'm with Trump 100%
Brief statement of political allegiance and identity positioning with Trump.
@Richard-os5sw Mar 4, 2025
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
These Indians need to go back to their country.🇨🇦
These Indians need to go back to their country.🇨🇦
Explicit us-vs-them framing targeting a specific ethnic group with a demand for exclusion based on national origin.
kennethparker7019 Feb 14, 2026
Коренные канадцы? Где вы нашли коренных жителей Канады? И вообще попахивает расизмом ваш этот ролик, что значит белый человек? Не надо делить людей на белых, чёрных, красных и зелёных, все мы просто люди.
Коренные канадцы? Где вы нашли коренных жителей Канады? И вообще попахивает расизмом ваш этот ролик, что значит белый человек? Не надо делить людей на белых, чёрных, красных и зелёных, все мы просто люди.
Commenter challenges racial categorization and asserts universal human identity while critiquing the video's framing of 'indigenous Canadians' and racial divisions.
ayaz11288 Feb 14, 2026
Jews and Indians 🤮
Jews and Indians 🤮
Makes dehumanizing ethnic generalizations targeting specific religious and national groups without substantive argument.
YungMoolahBaby Feb 17, 2026
It’s just too much Indians lol.
It’s just too much Indians lol.
Expresses concern about the volume of Indian immigrants, framing them as excessive and implicitly threatening to Canadian identity.
karishmasingh4517 Sep 22, 2025
Индинийцы грязный народ, но не опасный. А чёрные, мусульмане из бедных стран и все цыгане. Намного хуже. Не все, а значительная часть.
Индинийцы грязный народ, но не опасный. А чёрные, мусульмане из бедных стран и все цыгане. Намного хуже. Не все, а значительная часть.
Makes dehumanizing ethnic/racial stereotypes and hierarchical claims about different groups (in Russian).
kazimir8218 Feb 17, 2026
As an American all I can say is I don't support this and I stand with the Canadian people on this...more Americans opposed than supported this stupid move, Trump is a Traitor in my eyes …
As an American all I can say is I don't support this and I stand with the Canadian people on this...more Americans opposed than supported this stupid move, Trump is a Traitor in my eyes and a stupid one at that.
Commenter asserts American identity while distancing themselves from Trump's policies, framing this as a values-based position about who represents 'the people.'
@jasonhall7579 Mar 4, 2025
Orang India perusak 😂 beda dengan orang Indonesia. Orang India kampungan dan norak😂
Orang India perusak 😂 beda dengan orang Indonesia. Orang India kampungan dan norak😂
Derogatory stereotyping of Indian people versus Indonesian people, making ethnic/national identity-based generalizations with insulting characterizations.
masakah_nusantara Feb 16, 2026
Indians hate muslims pf their own country Every country hates indians,and they think it's racist?😂😂😂
Indians hate muslims pf their own country Every country hates indians,and they think it's racist?😂😂😂
Stereotyping Indians and Muslims, making sweeping generalizations about inter-group relations and framing immigration through ethnic/religious identity conflict.
Kittycatty7 Feb 16, 2026
Please stop calling them indians. They are khalistanis supported by pakistan. Retards spoiling the reputation of a country as well as sikh faith
Please stop calling them indians. They are khalistanis supported by pakistan. Retards spoiling the reputation of a country as well as sikh faith
Makes identity-based distinctions and unsubstantiated claims linking a group to geopolitical actors while using derogatory language.
harikrishnan4420 Feb 15, 2026
I went to no frills the other night, every fukin customer was some shade of shit. And the rag head at the register was training to other rag heads
I went to no frills the other night, every fukin customer was some shade of shit. And the rag head at the register was training to other rag heads
Uses dehumanizing language and ethnic slurs to express xenophobic identity-based opposition to immigration and diversity.
Im_offended. Feb 6, 2026
Being a citizen of Canada and 'Canadian' are two very different things.
Being a citizen of Canada and 'Canadian' are two very different things.
Asserts a distinction between legal citizenship and true 'Canadian' identity, implying some citizens don't truly belong.
RoyalScythian Sep 23, 2025
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are …
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are not of their blood, you cannot be part of their nations and live among them in their communities. End of story. Want to talk about the British in India? Go ahead. At the peak, there were about 150,000 to 200,000 and they left. Time for Indians to go home.
Asserts exclusionary national/ethnic identity, claiming Indians do not belong and should leave Canada, using blood-based belonging logic.
RepatriationNotImmigration Sep 19, 2025
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Category Distribution

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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

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)