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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
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 love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and …
I love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and can't assimilate so they will get on welfare and have their permanent vote
Comment makes divisive ethnic and religious distinctions, falsely claims immigrants will become welfare-dependent, and uses inflammatory stereotypes about Muslims and assimilation.
SittingWithDogs Jan 28, 2026
Canada last. America first
Canada last. America first
Direct us-vs-them framing prioritizing America over Canada, asserting national identity and allegiance hierarchy.
@WesleyAllison-hz6qb Mar 4, 2025
Prefiero hindúes a musulmanes.
Prefiero hindúes a musulmanes.
Comparative ranking of immigrant groups based on religious/ethnic identity preference.
juancarlosabaravazquez2875 Feb 28, 2026
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
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
Commenter uses comparative framing to question Indian contributions while asserting Canadian identity concerns, with implicit criticism of Indian immigrants.
AxelKristoff-zm6cg Jan 27, 2026
I am living in a tourist town in East Kootenay, British Columbia. They are coming, they own now gas stations, pizza chains, restaurants with a Canadian tradition fasade, Tim Hortons, McDonalds, they drive like nuts, …
I am living in a tourist town in East Kootenay, British Columbia. They are coming, they own now gas stations, pizza chains, restaurants with a Canadian tradition fasade, Tim Hortons, McDonalds, they drive like nuts, they are arrogant and males are disrespectful. Sad, very sad, Invermere is slowly becoming Punjabmere. At 4:03 "...we live by our own rules, they don't learn, I don't learn..." crystal clear, they are detached from Canadian culture and want us to integrate to their culture.
Personal account of demographic change in a town framed as cultural displacement and threat to Canadian identity, with us-vs-them framing about cultural integration.
edcugata Sep 30, 2025
The people who hate Indians the most are other Indians
The people who hate Indians the most are other Indians
Makes a claim about intra-group conflict and identity dynamics within the Indian community.
AdamJamesX Jan 29, 2026
Indians live peacefully, Hard working people , Talented peoples, Try to assimilate as much as they can. if u have any problem then just get pakistanis , syrians, iraqi and afghani then you will understand …
Indians live peacefully, Hard working people , Talented peoples, Try to assimilate as much as they can. if u have any problem then just get pakistanis , syrians, iraqi and afghani then you will understand what actual immigration is .
Asserts positive identity of Indians while contrasting them unfavorably against other immigrant groups, using us-vs-them framing.
indianaesthetics2903 Sep 21, 2025
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Claims government prioritizes immigrants over 'us Canadians,' framing immigration as a threat to national belonging.
tricky1024 Jan 28, 2026
As an indian born in canada with immigrant parents who came here in the early 70s. Get them out of here.
As an indian born in canada with immigrant parents who came here in the early 70s. Get them out of here.
Establishes immigrant identity credentials before making an exclusionary statement against other immigrants, asserting in-group/out-group distinction.
smoke_sho Jan 27, 2026
Ontario voted for this shit not anyone else
Ontario voted for this shit not anyone else
Assigns blame to a specific regional group (Ontario voters) in an us-vs-them framing about responsibility for immigration policy.
brunodobia9223 Aug 26, 2025
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become …
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become Canadian, go back where you came from!
Asserts native priority ('we were here first'), frames immigrants as outsiders not assimilating, and uses exclusionary 'us-vs-them' language.
CandaceCucheron Aug 26, 2025
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
♥️♥️♥️Canada
♥️♥️♥️Canada
Simple patriotic assertion of Canadian identity through hearts and country name.
@MotalebMiah-r8o Mar 4, 2025
I would be okay with Indians if they didn't bring their bad habits, racism and dogma with them.
I would be okay with Indians if they didn't bring their bad habits, racism and dogma with them.
Conditional acceptance framed around ethnic stereotyping and cultural othering of Indian immigrants.
Anxious_Warrior Feb 9, 2026
At least no Africans I prefer all Indians they at least One of us
At least no Africans I prefer all Indians they at least One of us
Makes explicit us-vs-them distinctions based on ethnicity, preferring one immigrant group over another based on perceived cultural alignment.
germanOrangeApfel Jan 27, 2026
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
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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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)