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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 22 of 276
INDIA- GARBAGE 🗑
INDIA- GARBAGE 🗑
Makes a sweeping negative ethnic/national stereotype without substantive argument or evidence.
MISTER_GOLD777 Jan 27, 2026
I’m Saudi from Saudi Arabia ?? and I stand with America ?? and mr. Donald Trump
I’m Saudi from Saudi Arabia ?? and I stand with America ?? and mr. Donald Trump
Asserts national identity (Saudi) and political allegiance to Trump and America, establishing in-group positioning.
@DOVE1234 Mar 4, 2025
Punjabis are NOT Indians. Sikhs' homeland is Khalistan (Punjab)
Punjabis are NOT Indians. Sikhs' homeland is Khalistan (Punjab)
Assertion of distinct ethnic/national identity and territorial claims, distinguishing Punjabis/Sikhs from Indians.
thejattlord Jan 27, 2026
Diaper Heads are everywhere invading giving the rest of Indians a bad name
Diaper Heads are everywhere invading giving the rest of Indians a bad name
Uses a derogatory slur and frames immigrants as an invading threat while making divisive claims about ethnic groups.
bsxz342 Feb 14, 2026
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what …
I’m driving by a closed local grocery store the other night. The parking lot has 8 or so Indians playing cricket in the lot under the lights. I just shake my head like man, what the fuck happened to my province. When I was young we had multiculturalism but this is different. As an adult I look around and we have an Indian invasion. Let’s be clear. It’s not Asians or blacks or whatever. It’s shit tons of Indians and yes they are ruining Canada.
First-person account framing Indian immigration as an 'invasion' that has fundamentally changed the commenter's sense of national belonging and identity.
forgivemylaughter Jun 17, 2025
We … most of us DON’T want this either!!!!
We … most of us DON’T want this either!!!!
Commenter asserts group membership ('most of us') and expresses rejection of an implied out-group position, establishing in-group solidarity.
@kathleendonahue5955 Mar 4, 2025
Your not Canadian
Your not Canadian
Direct assertion of national identity/belonging, implying the commenter questions whether the target is Canadian.
cgbtransport5491 Nov 14, 2025
I got to say, Indians and Chinese are better than their more sun tanned counterparts from Africa etc. They (Indians and Chinese) actually do become doctors, engineers etc. For context, im white.
I got to say, Indians and Chinese are better than their more sun tanned counterparts from Africa etc. They (Indians and Chinese) actually do become doctors, engineers etc. For context, im white.
Ranks immigrant groups by ethnicity and perceived professional success, explicitly asserting racial hierarchies while claiming insider perspective.
thatperson2508 Jan 28, 2026
As long as they are Hindus and not Muslim... Hinduism is literally thee most peaceful religion on this planet and Islam is thee most violent
As long as they are Hindus and not Muslim... Hinduism is literally thee most peaceful religion on this planet and Islam is thee most violent
Conditional acceptance based on religious identity, ranking religions by perceived peacefulness/violence.
thejewsupporter81 Jan 27, 2026
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Expresses demographic anxiety and cultural displacement through us-vs-them framing (Indians vs. whites), combined with fear of cultural destruction and blame toward government policy.
Aiphiae Jan 28, 2026
Any Indian establishment in Canada u will not find a single different ethnic, race, people except only Indian people. But Canadian owned businesses u will find every race, religion, ethnicity, people working
Any Indian establishment in Canada u will not find a single different ethnic, race, people except only Indian people. But Canadian owned businesses u will find every race, religion, ethnicity, people working
Contrasts Indian-owned businesses (homogeneous) with Canadian-owned businesses (diverse), framing immigrant communities as exclusionary and threatening to integration.
Nurul-w2e Jan 29, 2026
As a catholic I can’t pray silently without any display and still I can be arrested, yet these immigrants can stop traffic praying and that’s NOT OK. GET THE FFFF OUT.
As a catholic I can’t pray silently without any display and still I can be arrested, yet these immigrants can stop traffic praying and that’s NOT OK. GET THE FFFF OUT.
Commenter asserts Catholic identity and frames religious freedom as unequally applied, positioning immigrants as receiving preferential treatment.
jesmarco374 Aug 25, 2025
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Frames immigration as a threat to national identity and cultural values, with us-vs-them framing about cultural displacement.
diannethompsom7749 Feb 26, 2026
Brown people suck
Brown people suck
Derogatory statement targeting a racial/ethnic group, expressing prejudice and negative identity-based sentiment.
fluffhead4177 Jan 27, 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
ALL indians GET OUT FROM CANADA. indians are dirty and scammers,
ALL indians GET OUT FROM CANADA. indians are dirty and scammers,
Uses dehumanizing stereotypes and calls for exclusion based on ethnic identity, framing Indians as threats to national belonging.
maricelaaltamirano6967 Jan 29, 2026
Canadians don't even like this guy
Canadians don't even like this guy
Asserts a collective Canadian identity position ('Canadians don't like this guy'), using group sentiment to delegitimize the political figure.
@Laundry_Bloc16 Mar 4, 2025
All Hindu and sheikh must go back to their country. Enough is enough. What is wrong with India.
All Hindu and sheikh must go back to their country. Enough is enough. What is wrong with India.
Expresses exclusionary us-vs-them framing targeting specific religious/ethnic groups with a demand for deportation based on religious identity.
Paige0131 Oct 21, 2025
letting in indians ruined Canada
letting in indians ruined Canada
Makes an ethnic/national identity-based assertion blaming a specific immigrant group for national decline without evidence.
StinkyIndianStudent Jun 17, 2025
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like curry. Nothing resembles like old Canada. Turbans and beards in every corner. Hijab is the new fashion. English is a thing of the past. This is done because liberal party of Canada needed voters and they opened the flood gates. Here's an example of how bad things are in Canada. Google town of "WAWA" in Ontario Canada. This is an old mining town and it is pretty much dead. Now, look up the Indian population in this one horse town. Now, see what kind of invasion has happened and imagine that situation in a major city. Canada is ruined and funeral services will follow.
Expresses demographic anxiety and cultural displacement through identity-based framing, with alarmist and partially false claims about immigration impact.
lastrebel666ify Feb 13, 2026
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Discourse Over Time

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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)