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 SO PROUD TO BE AN INDIAN!!! 🇮🇳🇮🇳🇮🇳🔥🔥🔥💪💪💪
I'M SO PROUD TO BE AN INDIAN!!! 🇮🇳🇮🇳🇮🇳🔥🔥🔥💪💪💪
Explicit assertion of national/ethnic identity with emphatic pride in Indian heritage.
Identity Assertion
0.95
luminark_studio
Feb 9, 2026
It's not just indians. Black, latinos, and chinese These four should just stay in their own nations
It's not just indians. Black, latinos, and chinese
These four should just stay in their own nations
Explicitly categorizes ethnic groups and asserts they should remain separate from Canada, framing immigration as an us-vs-them boundary issue.
Jiokhfrik
Jan 29, 2026
HEY Hindu, Punjabi and Muslim Immigrants, YOU SHOULD GO BACK TO WHERE YOU COME FROM. YOU DON'T HAVE MANNERS. DON'T MAKE CANADA AS AS ANOTHER COUNTRY. CANADA IS CANADA. I AM VERY SERIOUS
HEY Hindu, Punjabi and Muslim Immigrants, YOU SHOULD GO BACK TO WHERE YOU COME FROM. YOU DON'T HAVE MANNERS. DON'T MAKE CANADA AS AS ANOTHER COUNTRY. CANADA IS CANADA. I AM VERY SERIOUS
Explicitly frames immigrants as outsiders threatening Canadian identity and culture, with demands they leave based on ethnic/religious categorization.
ruthsuman6150
Aug 28, 2025
PROUD OF OUR PRIME MINISTER!!\nPROUD TO BE A CANADIAN!! ??\n?? CANADIAN PRIDE!! ??
PROUD OF OUR PRIME MINISTER!!\nPROUD TO BE A CANADIAN!! ??\n?? CANADIAN PRIDE!! ??
Direct assertion of Canadian national pride and identity with celebratory language about the Prime Minister.
Identity Assertion
0.92
@carenwhitfield475
Mar 4, 2025
Canadian are polite
Canadian are polite
Brief assertion of Canadian national identity and cultural stereotype about politeness.
Identity Assertion
0.92
@Princeofmath
Mar 4, 2025
Everyone in canada that isn't indian is sick of indians.
Everyone in canada that isn't indian is sick of indians.
Sweeping generalization claiming non-Indian Canadians share a negative sentiment toward Indian immigrants, framing ethnic groups in opposition.
FPScanadaPC
Jan 27, 2026
Canadians turning against Indians because they have government preferences, taking over housing and jobs in every type of business. They are changing the face of Canada and forcing us into CanIndia. Canadians do not want …
Canadians turning against Indians because they have government preferences, taking over housing and jobs in every type of business. They are changing the face of Canada and forcing us into CanIndia. Canadians do not want to be forced to live the lifestyle they left behind in India. Enough is enough !!!!!!!!!!!! I am becoming racist at the age of 80 and I do not like having to say that.
Expresses demographic anxiety about cultural displacement ('changing the face of Canada', 'forcing us into CanIndia') and asserts national identity concerns, framed as an us-vs-them conflict.
echobear5228
Aug 27, 2025
If i wanted to live in India I'd move there. This is canada.
If i wanted to live in India I'd move there. This is canada.
The commenter asserts Canadian national identity and implicitly rejects the presence of Indian culture/immigrants, using a boundary-setting statement.
Identity Assertion
0.92
creatinglinusonlineschoolo8355
Feb 9, 2026
As a pakistani i wanna say we are different please stop calling us indians we are not same
As a pakistani i wanna say we are different please stop calling us indians we are not same
Asserts distinct national/ethnic identity, distinguishing Pakistani identity from Indian identity in response to perceived conflation.
Identity Assertion
0.92
SHOCKWAVE4566
Jan 29, 2026
Save Canada, ban Islam.
Save Canada, ban Islam.
Calls for religious exclusion framed as national protection, combining identity-based us-vs-them framing with implicit threat rhetoric.
RichardJones-oq3fg
Feb 17, 2026
Multiculturalism is a disease on society.
Multiculturalism is a disease on society.
Asserts cultural/national identity boundaries by characterizing multiculturalism as pathological.
Combative-2
Jan 28, 2026
Canada sucks so bad now, so many dirty Indians ruining our country
Canada sucks so bad now, so many dirty Indians ruining our country
Uses dehumanizing language and ethnic slurs to assert national identity boundaries and frame immigrants as threats to the nation.
mikekarr4177
Feb 16, 2026
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA …
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh
I grew up in Milton just down Steeles Rd. There was an HA clubhouse until it got fire bombed when i was a kid. Plaid and Mullets is what i grew up in... Now its mostly Indian. They've pretty much connected through growth....
*cough cough
....Indian invasion.
Going to my hometown is like a different place all together, when i left the was only 1 Indian takeout and it was expensive. Brownchode told me because he was the only 1 unless you wanted to drive to Brampton, he laughed.
Now when i go back all the places i used to know are all Indian. From grocery to take out our dine in. It's actually gross to see the complete takeover, thanks federal govt and the pos liberals
Uses dehumanizing language ('invasion,' 'takeover') and ethnic framing to assert threatened national/cultural identity while criticizing government policy.
Opie-hughes
Jan 27, 2026
Canadians first
Canadians first
Nationalist assertion prioritizing Canadians, classic us-vs-them identity framing.
Identity Assertion
0.92
erinlovenjak2501
Jan 25, 2026
Get the Indians out of here ! 🇨🇦
Get the Indians out of here ! 🇨🇦
Direct exclusionary statement targeting a specific ethnic group with nationalist framing.
danimt1125
Jan 29, 2026
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
Expresses us-vs-them framing about 'foreigners taking over' and loss of national control, with underlying demographic anxiety.
Aikobos
Jan 2, 2026
I WANT A COMPLETE MORATORIUM ON INDIAN IMMIGRATION TO CANADA.....NO MORE INDIANS!
I WANT A COMPLETE MORATORIUM ON INDIAN IMMIGRATION TO CANADA.....NO MORE INDIANS!
Demands exclusion of a specific ethnic group with emphatic us-vs-them framing, combined with a call for policy action (moratorium).
newlife956
Oct 16, 2025
2:17 im not racist im truly not........but something has shifted in canada.......and its because its all the brown peoples fault. oh ffs
2:17 im not racist im truly not........but something has shifted in canada.......and its because its all the brown peoples fault.
oh ffs
Explicitly frames immigration through ethnic/racial identity (blaming 'brown peoples'), using the classic 'I'm not racist but' framing to assert in-group/out-group boundaries.
TheDarkkirb
Dec 7, 2025
I love the bike guy, speaks the truth! Canadas so clapped Indians ruined it
I love the bike guy, speaks the truth! Canadas so clapped Indians ruined it
Blames Indians for Canada's decline while praising an in-group figure, using exclusionary framing.
derekfish14
Jan 27, 2026
I'm an American and I stand with President Donald J. Trump.
I'm an American and I stand with President Donald J. Trump.
Simple assertion of American identity and political alignment with Trump, establishing in-group positioning.
Identity Assertion
0.92
@BenEBrady
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)