Research Tools
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
Search & Filter
Identity Assertion
5,512 comments
We pajeets are gona rule you 😂
We pajeets are gona rule you 😂
Ethnic identity assertion with competitive/dominance framing ('rule you'), presented with humor but expressing in-group superiority.
Mri881
Oct 7, 2025
my neighbour is first nation and he says he can't believe how many euros have flooded the place...they've taken over.
my neighbour is first nation and he says he can't believe how many euros have flooded the place...they've taken over.
Uses us-vs-them framing ('they've taken over') to assert demographic anxiety about European immigration, citing a First Nations perspective.
cocodog85
Oct 5, 2025
Real Canada doesn't exist anymore.
Real Canada doesn't exist anymore.
Claims Canada's national identity has been lost or fundamentally changed, expressing concern about cultural displacement and national character.
fn-Jeff
Oct 7, 2025
Unabated immigration means No Assimilation. Canadians are kind hearted people with much patience,, that’s why you’re overtaken by people who wants to abuse your system. Trudeau did this to your country
Unabated immigration means No Assimilation. Canadians are kind hearted people with much patience,, that’s why you’re overtaken by people who wants to abuse your system. Trudeau did this to your country
Frames Canadians as a distinct group being 'overtaken' by outsiders unwilling to assimilate, emphasizing us-vs-them boundaries.
kixxva
Oct 3, 2025
I was not raised to be racist but at 67 and my family has been in Canada since 1536 , I can now say that I am racist. I do not agree with melding pot …
I was not raised to be racist but at 67 and my family has been in Canada since 1536 , I can now say that I am racist. I do not agree with melding pot beliefs. the people being brought in to my country are NOT TRYING TO MERGE OR ADAPT “OUR” way of life.
Better Rules for coming to this Country need to be implemented.
like No banking outside of our banking system. no owning property until they have been in Canada for 15 years and have proven that they Support Canada not the country they Left and didn’t bother to try and work on.
Dictator or Religious fighting needs to be addressed by THE PEOPLE OF THE COUNTRY.
Maybe take some Taxes from the 1% and have them give support to the starving countries instead of the struggling people having to struggle more because of slack immigration laws. ENOUGH ALREADY. I am tired of being scammed by people with no morals towards others humans .
Asserts Canadian identity and heritage while claiming newcomers refuse to adapt, proposing restrictive integration policies.
suzannebigras7071
Oct 3, 2025
The women in green at 6 min, is the real migration Indian. The new lot just take, take & take.. and I’m a London, UK born Indian .
The women in green at 6 min, is the real migration Indian. The new lot just take, take & take.. and I’m a London, UK born Indian .
Uses ethnic identity (self-identified Indian) to distinguish between 'real' and 'new' migrants, framing newer immigrants negatively as exploitative.
chitpaul
Oct 3, 2025
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well. For people who says illegal immigrants and cash in hand jobs, most people from India works …
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well.
For people who says illegal immigrants and cash in hand jobs, most people from India works so hard and they are only contributing to the society unlike other countries like Pakistan or Arabs who destroys a society
Makes comparative claims about different immigrant groups' contributions, ranking Indians positively against Pakistanis and Arabs in terms of societal impact.
ashwin372
Oct 4, 2025
Add 3/4 of a million people of the same culture that don’t assimilate and live like they did back home, it won’t be long before they turn Brampton into the same shite pile.
Add 3/4 of a million people of the same culture that don’t assimilate and live like they did back home, it won’t be long before they turn Brampton into the same shite pile.
Frames immigration as cultural threat, asserting that non-assimilating immigrants of 'the same culture' will degrade the city, with us-vs-them framing.
catherinemaas9757
Oct 2, 2025
Whites are also immigrants in Canada same as Browns.
Whites are also immigrants in Canada same as Browns.
Asserts that all groups (Whites and Browns) share immigrant status in Canada, framing identity and belonging in us-vs-them terms.
SaurabhChaudhary-y8r
Oct 3, 2025
"if you have white color I have brown color there's no difference" The difference is night and day, you said it yourself, white and brown; they are not the same. "same blood' Incorrect. "same eyes" …
"if you have white color I have brown color there's no difference"
The difference is night and day, you said it yourself, white and brown; they are not the same.
"same blood'
Incorrect.
"same eyes"
Wrong again.
"everything is same"
We have more that is different than we have that is the same.
The only similarities between us is that we are bipedal apes of earth.
Argues that racial/biological differences are fundamental and insurmountable, emphasizing us-vs-them distinction.
Identity Assertion
0.80
ChaosBW
Oct 2, 2025
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your …
there is no indian homeless in that sheltor because we come to this country legally, pay 3 times the tuition to colelges, work part time minimum wage with restricted hours, then we spend in your economy so we provide the labour and also do consumtion and then we pay taxes, and then we use our smart genes to set up businesses and get good jobs or if not then work 2-3 jobs just to earn our living. What do you guys do? Use the moeny bring into the economy to pay for pentions, and support your unemployment?
Asserts Indian immigrant group identity through claims of legal compliance and economic contribution, contrasting 'we' versus 'you guys' in us-vs-them framing.
gagankainth7837
Oct 2, 2025
if you see Indian in your country just remember.. 99% indians in Canada, UK US Europe Aus NZ belongs to Upper Caste.. They don't have the right to talk about Racism.. just search Manipur Violence.. …
if you see Indian in your country just remember.. 99% indians in Canada, UK US Europe Aus NZ belongs to Upper Caste.. They don't have the right to talk about Racism.. just search Manipur Violence.. Daily Thousands of incidents,atrocities are happening on Christians, Backward Castes Scheduled Castes, Tribes in India..
Makes sweeping claims about Indian immigrants' caste status and uses comparative framing to delegitimize their moral standing on racism issues.
IntroRahulRK
Oct 2, 2025
These are basically North Indians. North India is a SH.
These are basically North Indians. North India is a SH.
Ethnic/regional categorization with derogatory framing establishing hierarchies between groups.
Identity Assertion
0.80
prajullas
Oct 2, 2025
Canadian here. We have no idea who this woman talking on behalf of Canada is. THank goodness we have Trudeau standing up for us.
Canadian here. We have no idea who this woman talking on behalf of Canada is. THank goodness we have Trudeau standing up for us.
Canadian asserting national identity and expressing support for Trudeau as legitimate representative of Canadian interests.
@DeadParrot-yj8fn
Mar 4, 2025
Yaaaaaa. That restaurant look REALLY busy. Indian restaurants open up in any available location in Brampton, which now has Indian people in Brampton questioning, "How many different ways can you possibly cook Indian food?" A …
Yaaaaaa. That restaurant look REALLY busy. Indian restaurants open up in any available location in Brampton, which now has Indian people in Brampton questioning, "How many different ways can you possibly cook Indian food?" A petition went out online in 2023, in Brampton, that McDonalds wasn't catering to the "Indian Culture". It's a simple fact that the 10% of the "privileged culture" that are coming over to Canada are completely destroying the reputations of the Indians that came here and worked for their futures, to now being classified as the ignorance being brought to Canada for India
Commenter makes sweeping claims about Indian immigrants' behavior and cultural impact in Brampton, framing them as damaging to community reputation and assimilation.
edbroadbent7094
Oct 1, 2025
I want my country back. I want canada to take care of the people that are here first. stop the handouts, stop this crap before it's too late.
I want my country back. I want canada to take care of the people that are here first. stop the handouts, stop this crap before it's too late.
Asserts national belonging ('my country') and frames immigration as threatening to citizen welfare, prioritizing identity and us-vs-them framing.
trixster6d9
Sep 30, 2025
fuck'n eh. This is my prime minister -as long as he wants the job. Strong and free!
fuck'n eh. This is my prime minister -as long as he wants the job. Strong and free!
Expresses national pride and support for the prime minister as representative of Canadian values ('Strong and free'), asserting Canadian identity.
@darrenmogg3440
Mar 4, 2025
Where are Canadians now??? Look how racist you ppl are!
Where are Canadians now??? Look how racist you ppl are!
Challenges Canadian identity and accuses Canadians of racism, asserting an us-vs-them framing.
@imyashazad
Mar 4, 2025
What is up with the concerted effort against Indians by Canadians? This is against the backdrop of systematic attack against Hindus and India by Canadian ambassador to India who interferes in Indian civic and political …
What is up with the concerted effort against Indians by Canadians? This is against the backdrop of systematic attack against Hindus and India by Canadian ambassador to India who interferes in Indian civic and political matters. Why does the Indian government tolerate this date expired Western posturing to lecture India. Canada is not even a real country … these losers are merely an oversized appendage of other US.
Frames conflict as systematic attack against Indians, asserts national identity claims, and compares Canada unfavorably to other nations.
vedicforce5820
Sep 30, 2025
This China loyalist dumbo would ruin Canada til the day he's removed.
This China loyalist dumbo would ruin Canada til the day he's removed.
Uses dehumanizing language ('dumbo') and frames a political figure as a foreign threat ('China loyalist') to national identity.
@kimuratakuya4118
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
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
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)