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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 39 of 276
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
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
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
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
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
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in …
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in worked hard and didn’t cause trouble, most importantly they intergrated. But something changed with this new wave of immigration. They don’t integrate, they don’t work, they want to cha ge the country and religion. They don’t seem to even like Brit’s 😂. It’s a sad situation. Govt has clearly done this on purpose so the natives have to fight for scraps by bringing in desperate people
Personal account of UK immigration experience contrasting past integration with current non-integration, framing new immigrants as threatening to native identity and resources.
krisb-travel Oct 5, 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
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
The whites people of Canada have decided; 1. Not to bear enough children to expand whites population 2. Embrace LGBTQ ideas which among others things results to depopulation. 3. Due to above two reasons, Canada …
The whites people of Canada have decided; 1. Not to bear enough children to expand whites population 2. Embrace LGBTQ ideas which among others things results to depopulation. 3. Due to above two reasons, Canada has to promote immigration in order to avoid depopulation which may harm the economy. 4. Since immigration is promoted, it has opened door for Indians, arabs, chinese. 5. Canada is changing because whites did forgot that they are required to bear enough children to preserve their identify and race. 6. Whites can change this trend if they decide. How? Every whiteman should mary and have enough kids (two kids and above).
Frames immigration through racial replacement anxiety, asserting claims about white identity preservation and demographic responsibility.
goodlucka478 Oct 6, 2025
Finally this is our Prime Minister. We won't back down! PROUD CANADA ??
Finally this is our Prime Minister. We won't back down! PROUD CANADA ??
Expresses national pride and solidarity with Canadian leadership through identity-based language ('PROUD CANADA').
@jackzulauf5055 Mar 4, 2025
STAY IN YOUR SHITHOLE
STAY IN YOUR SHITHOLE
Hostile exclusionary statement framing immigrants as unwelcome outsiders, combining xenophobic identity assertion with implicit threat rhetoric.
Saskidan Oct 4, 2025
North America is an occupied land . Europeans call themselves some red neck shit everyone is just a fraud .
North America is an occupied land . Europeans call themselves some red neck shit everyone is just a fraud .
Claims about European fraud and occupation invoke identity/belonging framing with underlying moral critique of colonial legitimacy.
TravelandSpirit Oct 5, 2025
Canadians tired from indians and british tired from pakistanis
Canadians tired from indians and british tired from pakistanis
Expresses us-vs-them framing with national groups (Canadians vs Indians, British vs Pakistanis) and implies demographic anxiety about immigration.
basicallyhumanoid Oct 7, 2025
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual …
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual "Canadians".
Claims about who counts as 'true Canadian' and uses false population statistics to frame an us-vs-them distinction, combining identity assertion with demonstrably false claims.
TylerDurden1975-o1x Feb 11, 2026
SO MANY PUNJABIS, IT BECAME MINI PAKISTAN
SO MANY PUNJABIS, IT BECAME MINI PAKISTAN
Uses ethnic demographic observation with alarmist framing ('became mini Pakistan'), expressing concern about cultural/ethnic transformation.
moosafarooqi6449 Oct 11, 2025
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Category Distribution

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Classifier Confidence

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Discourse Over Time

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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)