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
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
Personal observation framing Brampton as transformed into 'India pt2' with sensory/cultural markers, asserting demographic and cultural identity shift.
SAVOTYB
Jan 27, 2026
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then …
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then 800 years ago too many European especially the Britishers the backstabers have come to do the business then bacstabed the real indians stalls everything from them burned down the rest. Put those people in hunger. Stil there are some non mixed indin are in the south with there ancient culture. This f nking European are Nasty. They aer not belonged to this earth. Bt they are everywhere. Im so Happy that the indo Arian are colonising the canad
Complex ethnic/racial identity argument claiming North Indians are European colonizers, with celebratory tone toward Indian demographic expansion.
trinedratransportinc
Feb 17, 2026
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many …
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many countries in this world.
Asserts Indian economic importance and rejects Canadian immigration as undesirable, framing Indians as essential to Canada's economy.
indianaesthetics2903
Sep 21, 2025
If you love your culture so much please go back
If you love your culture so much please go back
Implies immigrants should leave Canada if they prioritize their own culture, asserting a boundary of belonging based on cultural assimilation.
Identity Assertion
0.82
cathyohlhausen6796
Jan 27, 2026
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites …
Good, the less percentage of whites, the better. Also, Brampton has been the fast growing city for at least a decade know. All of the development is from Indians, and produces job and businesses. Whites are just "pressed" because the jobs are going to Indians.
Explicitly frames demographic change as positive while asserting ethnic identity claims and economic contributions by a specific group.
debussy842
Feb 14, 2026
ALBERTA INDEPENDENCE !!!
ALBERTA INDEPENDENCE !!!
Assertion of regional/provincial identity and separatist sentiment with emphatic tone.
valkry007
Feb 17, 2026
Trump's not my president.
Trump's not my president.
Direct rejection of political authority, asserting non-allegiance to a particular leader.
Identity Assertion
0.82
@kevintousey2670
Mar 4, 2025
I want them all gone
I want them all gone
Expresses exclusionary sentiment framing immigrants as outsiders who should be removed, asserting in-group/out-group boundaries.
Identity Assertion
0.82
PlessyVivian
Aug 27, 2025
This week is the first time I've been ashamed to be an American.
This week is the first time I've been ashamed to be an American.
Commenter expresses shame about American identity in response to Trump's actions, asserting a moral position against his policies.
@PaZtHe2ND
Mar 4, 2025
Anyone who voted Librard is a f'ing traitor. "I'm a dummy that doesn’t know politics" doesn't cut it anymore.
Anyone who voted Librard is a f'ing traitor. "I'm a dummy that doesn’t know politics" doesn't cut it anymore.
Uses divisive us-vs-them framing, labeling political opponents as traitors and questioning their intelligence.
DarrenRemple-b6x
Sep 29, 2025
Congrats guys, Canadians have officially radicalised me and made me racist.
Congrats guys, Canadians have officially radicalised me and made me racist.
Claims personal radicalization and adoption of racist views in response to Canadian conditions, asserting identity shift.
Ni66otFa66er
Feb 19, 2026
Im canadian and send them back
Im canadian and send them back
Asserts Canadian identity while calling for deportation of immigrants, framing an us-versus-them boundary.
brettanderson709
Jan 27, 2026
As a none american, it's mind-boggling how ignorant and stupid the american people who voted for wannabe dictator Trump as your president.
As a none american, it's mind-boggling how ignorant and stupid the american people who voted for wannabe dictator Trump as your president.
Asserts outsider perspective ('non-American') while making judgmental claims about American voters and national identity.
@NzB5570
Mar 4, 2025
I'm so proud of The Honorable Justin Trudeau, WE STAND ON GUARD FOR THEE...I love you brothers and sisters in America, but I'm sorry your Donald is just A PUNK a failure to you ALL
I'm so proud of The Honorable Justin Trudeau, WE STAND ON GUARD FOR THEE...I love you brothers and sisters in America, but I'm sorry your Donald is just A PUNK a failure to you ALL
Asserts Canadian national pride and identity while criticizing US leadership, using us-vs-them framing.
@lelenem1934
Mar 4, 2025
They should just keep their subhuman behavior in their own country.
They should just keep their subhuman behavior in their own country.
Dehumanizing statement that frames immigrants as inherently inferior, combining xenophobic identity assertion with inflammatory language.
reggie_03
Jan 27, 2026
Canadians are reasonable, and we are polite; but we will not back down from a fight . \n\nThere are no winners in a trade war!\n\nAmericans know that the issue is tRump & not the American …
Canadians are reasonable, and we are polite; but we will not back down from a fight . \n\nThere are no winners in a trade war!\n\nAmericans know that the issue is tRump & not the American people!
Asserts Canadian national identity and character traits ('reasonable, polite') while distinguishing from Trump/Americans, framing an us-vs-them dynamic.
@ReneeKnightYogaRani
Mar 4, 2025
As an Indian I am completely ashamed of the way Indians are representing our country outside and honestly I understand the point of view from the Canadians ,when u migrate to another country you are …
As an Indian I am completely ashamed of the way Indians are representing our country outside and honestly I understand the point of view from the Canadians ,when u migrate to another country you are supposed to adjust to their culture and their principles but unfortunately these people have turned it into a mini india there which simantaneously affects a lot of Indians who live outside as well because they have to deal with stereotypical and racial comments.I am completely against the way they celebrate our festivals outside its a nuisance to both the countries.
The commenter asserts their Indian identity while criticizing how Indian immigrants represent their culture abroad, framing this as an us-vs-them issue affecting both communities.
shivangim9054
Dec 21, 2025
We don't need people who worship cow dung as sacred.
We don't need people who worship cow dung as sacred.
Derogatory statement about Hindu religious practices used to delegitimize a group's presence.
BasedMisatoSpeaks1488
Feb 28, 2026
The problem is not immigrants but rather not picking the right immigrants. Canada, being predominantly Christian, should have given preference to skilled Christian immigrants from countries where Christians are being persecuted. Instead, you preferred Sikhs, …
The problem is not immigrants but rather not picking the right immigrants. Canada, being predominantly Christian, should have given preference to skilled Christian immigrants from countries where Christians are being persecuted. Instead, you preferred Sikhs, Hindus and Arabs who don't remotely share the same values as the native Christian population. There you go!!! That's the problem.
Centers on religious and cultural identity claims, arguing Canada should prioritize Christian immigrants and asserting value incompatibility with non-Christian groups.
jenni431
Aug 25, 2025
Tim Hortons is fairly new in the Uk. They seem to only employ Indians …… white folks wouldn’t get away with that. I’d rather Indians than dirty Muslims from pakiland though
Tim Hortons is fairly new in the Uk. They seem to only employ Indians …… white folks wouldn’t get away with that.
I’d rather Indians than dirty Muslims from pakiland though
Makes claims about ethnic hiring discrimination and expresses preference for one immigrant group over another, framing employment and belonging through ethnic identity categories.
kimjongduex7431
Jan 27, 2026
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)