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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 17 of 276
No this is Canada not India , please understand the difference?
No this is Canada not India , please understand the difference?
Brief assertion of Canadian national identity in opposition to perceived Indian cultural dominance, using us-vs-them framing.
Hello-k8e5w Jan 28, 2026
india number 1!!! ruined canada
india number 1!!! ruined canada
Uses nationalist framing ('India number 1') and blames a specific ethnic group for national decline, asserting in-group/out-group boundaries.
GAMOLGAMING-ew3jg Sep 30, 2025
Governor Trudeau you are a loser and coward
Governor Trudeau you are a loser and coward
Personal attack on Trudeau using dehumanizing language ('loser', 'coward') to assert opposition identity and delegitimize leadership.
@darshanselghare6435 Mar 4, 2025
trudeau doesnt speak for canadians
trudeau doesnt speak for canadians
Denies the speaker's legitimacy to represent Canadians, asserting a boundary of who speaks for the national community.
@beegreensgreens Mar 4, 2025
About time! Indians are indeed in all the jobs! My son born here went to a job interview and was disgusted with the entire room filled with Indians unable to speak proper English!!!!! If Carney …
About time! Indians are indeed in all the jobs! My son born here went to a job interview and was disgusted with the entire room filled with Indians unable to speak proper English!!!!! If Carney does not stop them Trump or no trump, i will not vote for him again. As it is the jury is still out on him!!!!!?!! I hate Trudeau and the mess he's made of Canada!!!!!
Comment expresses ethnic stereotyping, demographic anxiety about Indian workers, and makes unsubstantiated claims about job market displacement.
bibipersaud9018 May 31, 2025
The indians are very dirty back home and think they can be as dirty in canada which is wrong. Indians need to stop making other places as dirty as their home.
The indians are very dirty back home and think they can be as dirty in canada which is wrong. Indians need to stop making other places as dirty as their home.
Employs ethnic stereotyping to assert cultural incompatibility, claiming immigrants will degrade Canadian standards through inherited behaviors.
MRDigitlalAnarchist Jan 28, 2026
Indian community, especially Hindus, who are deeply engrossed in superstitions and their religion are known for destroying the native cultures. Even many Indians who are other than Hindus, know their secret agenda but western countries …
Indian community, especially Hindus, who are deeply engrossed in superstitions and their religion are known for destroying the native cultures. Even many Indians who are other than Hindus, know their secret agenda but western countries remain completely ignorant and oblivion to Hindu style of working. In India also, they deliberately assigned Hinduism to every tribes, although truth is that many tribes (well known tribe is Jatt/Jat) in India have their own culture and they do not belong to Hinduism or any other known religions of Hindu, Muslim, and Christians. Hinduism is just construction of sanghi brahamins, who destroyed India oldest known dhamm budhism. Intially these so called Hindus show kindness and courtesy to the culture of foreign countries they go. Once they get settled there, starts spreading hate against other relgions and cultures. One day, I am sure that these people make western countries's societies worst than India. You will see the big heaps of garbage and polluted rivers in west. Westerners are destined to be destroyed because of lack of understanding about these people.
Makes sweeping claims about Hindu immigrants' cultural destructiveness and hidden agendas, framed as existential threat to Western societies with unsubstantiated generalizations.
DrMandeepKumarHooda Sep 20, 2025
I am fed up as well too many indians in my Country deport deport deport ... Get them out of here!!! Indians have got to go!!!
I am fed up as well too many indians in my Country deport deport deport ... Get them out of here!!! Indians have got to go!!!
Explicitly targets a specific ethnic group for removal, asserting national belonging and exclusionary identity boundaries.
davedpl8722 Sep 8, 2025
I live in Brampton, it's the Indians that drive like crap, they are always on their phones and they do not obey the street laws at all, they break red lights, stop signs they speed …
I live in Brampton, it's the Indians that drive like crap, they are always on their phones and they do not obey the street laws at all, they break red lights, stop signs they speed in the snow, they park wherever they stop wherever they do not care.
Makes ethnic stereotyping claims about a specific immigrant group's behavior, framing them as outsiders with negative characteristics.
fadalegend Feb 24, 2026
Stop this multicultural nonsense. All it did along with Justin Trudeau’s open arms was get the wrong people in. Let us embrace Canadian values and stop pandering to Indians and other entitled people.
Stop this multicultural nonsense. All it did along with Justin Trudeau’s open arms was get the wrong people in. Let us embrace Canadian values and stop pandering to Indians and other entitled people.
Rejects multiculturalism and frames specific ethnic groups as 'wrong people' and 'entitled,' asserting exclusive Canadian values and us-vs-them boundaries.
galabaga Sep 4, 2025
After living here for 5 decades, their back home is still Indian lol
After living here for 5 decades, their back home is still Indian lol
The commenter makes an observation about immigrants' cultural identity and belonging, suggesting they maintain their 'back home' identity despite decades of residence, implying incomplete assimilation.
politicsreporter4247 Dec 20, 2025
Better than muslims
Better than muslims
Comparative ranking of immigrant groups using inflammatory language, establishing hierarchies of acceptability based on religious/ethnic identity.
antoniogarcia1331 Jan 27, 2026
Now he is a leader ❤
Now he is a leader ❤
Brief affirmation of leadership approval with emotional marker, expressing support for a political figure.
@wendysmith7121 Mar 4, 2025
I used to go to high school here back when it still had white people in it. Used to actually be a pretty nice place :(
I used to go to high school here back when it still had white people in it. Used to actually be a pretty nice place :(
Uses nostalgic personal memory to frame demographic change negatively, with implicit us-vs-them framing around racial composition.
MygfKitkallos Jan 20, 2026
We don't want them. Stay in Canada.
We don't want them. Stay in Canada.
Expresses exclusionary us-vs-them framing with a directive to immigrants to leave, combining identity assertion with implicit threat.
robinuncapher4850 Jan 29, 2026
You’re not talking about Canadians, you’re talking about Conservatives. Big difference.
You’re not talking about Canadians, you’re talking about Conservatives. Big difference.
Distinguishes between 'Canadians' and 'Conservatives' as separate groups, asserting political identity boundaries.
ShasCho Aug 30, 2025
Disgusting hindus🤮
Disgusting hindus🤮
A dehumanizing statement targeting a religious/ethnic group, expressing hostility and othering through inflammatory language.
sandun-q5x Feb 9, 2026
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
Asserts Canadian identity and belonging while framing immigrants as outsiders who threaten national character and cohesion.
Bill-r9z Aug 30, 2025
Old man, it isn't about color of your skin. It is about your culture that's not compatible with ours. You didn't come here to assimilate and to be Canadian. You came here to build India, …
Old man, it isn't about color of your skin. It is about your culture that's not compatible with ours. You didn't come here to assimilate and to be Canadian. You came here to build India, to take over Canada. There is almost 1,5 billion of you in India. Even if 100 milion of you come to Canada it won't make a dent in India's population, but Canada will perish. You don't want to assimilate because you cherish your culture. We also cherish our culture. Why do we have to accommodate to yours? You don't respect us, you want to marginalize us in our own country.
Frames immigration as cultural incompatibility and existential threat to Canadian identity, asserting that immigrants refuse to assimilate and want to 'take over.'
helensmith6670 Sep 23, 2025
id rather live in a black neigbourhood then a poopjeet stinky neighbourhood
id rather live in a black neigbourhood then a poopjeet stinky neighbourhood
Ethnic preference statement using derogatory language to express neighborhood preference based on racial/ethnic identity.
Шифр_Ночи Jan 29, 2026
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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)