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
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Identity Assertion
5,512 comments
I'm a Canadian living in the USA. I want to fly my Canadian flag, but the Americans will take that as our house wants Canada as a 51st state. It will never happen!
I'm a Canadian living in the USA. I want to fly my Canadian flag, but the Americans will take that as our house wants Canada as a 51st state. It will never happen!
Expresses concern about Canadian identity and sovereignty, asserting that Canada will never become a US state despite living in America.
@michellemarshall5701
Mar 4, 2025
I am proud of my Country!!!!
I am proud of my Country!!!!
Direct assertion of national pride and patriotic identity.
Identity Assertion
0.89
@fran1982ification
Mar 4, 2025
I'm a REAL AMERICAN. I proudly Stand with Canada, Ukraine and all Sovereign Nations and allies.\n\nRussia and Putin ARE THE ENEMY!!\nTRUMP IS A TRAITOR!!\n\nWe are United with Canada and we'll get through this TOGETHER.
I'm a REAL AMERICAN. I proudly Stand with Canada, Ukraine and all Sovereign Nations and allies.\n\nRussia and Putin ARE THE ENEMY!!\nTRUMP IS A TRAITOR!!\n\nWe are United with Canada and we'll get through this TOGETHER.
Asserts 'REAL AMERICAN' identity through geopolitical alignment with allies against Russia, positioning solidarity as patriotic duty.
@lolagarcia3192
Mar 4, 2025
The guy on the bike na8led it, the good white people moved, all what left is indians and trashy white people. Sad reality
The guy on the bike na8led it, the good white people moved, all what left is indians and trashy white people. Sad reality
Frames demographic change as negative, claiming desirable populations have left while undesirable groups remain, using racial/ethnic categorization.
forzatizi0078
Jan 27, 2026
People from India have to assimilate! Government sholud not allow worship statutes/temples. They are invading this country. Canada should mostly allow people from north america (US, Mex) or europe, Not Asia, nor Middle East, not …
People from India have to assimilate! Government sholud not allow worship statutes/temples. They are invading this country. Canada should mostly allow people from north america (US, Mex) or europe, Not Asia, nor Middle East, not Russia, etc...
Frames immigration as cultural invasion, demands assimilation, and advocates for ethnic/geographic preference in selection.
sandybell3369
Feb 12, 2026
Let's face it, Canadian and Americans are very different and we don't want to join the US.
Let's face it, Canadian and Americans are very different and we don't want to join the US.
Asserts distinct Canadian identity and cultural difference from Americans, rejecting integration/annexation as incompatible with national identity.
@spidey5324
Mar 4, 2025
Get these dirty asses back to India
Get these dirty asses back to India
Dehumanizing language targeting Indian immigrants, asserting they should be excluded/expelled.
Retrievinggold
Jan 29, 2026
Brampton is disgustingly trashy now. All punjabis
Brampton is disgustingly trashy now. All punjabis
Ethnic stereotyping and demographic anxiety expressed through derogatory characterization of a city's population.
jennifertiitinen9006
Jan 27, 2026
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith
becomes a Canadian and assimilates himself to us,
he shall be treated on an exact equality with everyone else,
for it is an outrage to discriminate against any such man because of creed,
or birthplace, or origin..
But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian…
There can be no divided allegiance here.
Any man who says he is a Canadian, but something else also, isn’t a Canadian at all.
We have room for but one flag, the Canadian flag…
And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’
Wilfrid Laurier 1907
Quotes historical figure to assert that Canadian identity requires complete assimilation and singular loyalty, framing integration as an us-vs-them issue.
Identity Assertion
0.89
gearthetakenguardian4558
Sep 8, 2025
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians …
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians scream racism.
Asserts Canadian identity while framing immigration as an 'invasion' and claiming censorship of anti-immigrant speech.
rinkuloz8815
Jan 28, 2026
I couldn’t be any prouder than now to be a Canadian citizen ❤???
I couldn’t be any prouder than now to be a Canadian citizen ❤???
Expresses pride in Canadian citizenship and national identity, affirming belonging and patriotic sentiment.
@avafard1334
Mar 4, 2025
Yo! They are a disgrace to our society! Even in the UK! They’re worse in Canada bc we tolerate their shiit! Time to stop that!!
Yo! They are a disgrace to our society! Even in the UK! They’re worse in Canada bc we tolerate their shiit! Time to stop that!!
Uses derogatory framing to assert that a specific group is incompatible with Canadian society and calls for intolerance.
Pavel.l445-j7h
Feb 16, 2026
The only people left in Canada are Indians and liberals who hate themselves for being white
The only people left in Canada are Indians and liberals who hate themselves for being white
Makes an us-vs-them claim about Canada's population, asserting that only Indians and self-hating liberals remain, framing demographic change as identity loss.
ShrimpDynasty
Jan 27, 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
Yes indians are immigrants, whereas whites are natives😂
Yes indians are immigrants, whereas whites are natives😂
Makes a categorical claim distinguishing Indians as immigrants versus Whites as natives, using identity-based framing.
Identity Assertion
0.88
asura_slayer
Feb 13, 2026
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
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
Cant go to a beach without stepping in hindu shit anymore and call the cops and you get called racist. We should be allowed to rub their noses in it. You act like an animal, …
Cant go to a beach without stepping in hindu shit anymore and call the cops and you get called racist.
We should be allowed to rub their noses in it. You act like an animal, we'll treat like one
Uses dehumanizing language and ethnic stereotyping combined with calls for discriminatory treatment based on cultural identity.
elancaster3989
Jan 28, 2026
I'm an American and I stand with America.
I'm an American and I stand with America.
Simple declaration of national allegiance and in-group solidarity with America.
Identity Assertion
0.88
@michelle3974
Mar 4, 2025
There's a reason we call Brampton "Bramladesh"
There's a reason we call Brampton "Bramladesh"
Uses a derogatory nickname for Brampton based on ethnic demographics, asserting identity-based us-vs-them framing with satirical tone.
JJDeAth96
Jan 27, 2026
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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)
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14-category DH taxonomy
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