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
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
Uses ironic comparison to highlight perceived hypocrisy in white Canadians claiming native status while opposing immigrant settlement.
SkepticalChris
Sep 21, 2025
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Uses personal travel experience to make an implicit us-vs-them observation about demographic composition and cultural difference.
dannycossyleon9233
Sep 21, 2025
The problem is Sikh population, who has destroyed the image of all Indians. While they don’t like to be called Indians! Racism towards Indians because of Sikhs (who don’t like to be called Indians)
The problem is Sikh population, who has destroyed the image of all Indians. While they don’t like to be called Indians! Racism towards Indians because of Sikhs (who don’t like to be called Indians)
Asserts that a specific ethnic/religious group has damaged the reputation of another group and caused racism, framing internal identity divisions.
ysa9
Sep 23, 2025
THE INDIANS HAVE NO MERCY FOR ANYTHING... THEY ARE RUDE AND CHEAP ...
THE INDIANS HAVE NO MERCY FOR ANYTHING... THEY ARE RUDE AND CHEAP ...
Sweeping negative generalization about Indians as a group using stereotypes, presented as factual claims about ethnic character.
occocaubai..8606
Jan 28, 2026
You indeed are r acist and have some deep rooted ha tred aga inst Indians. Yet you whi ne that you aren't r acist.
You indeed are r acist and have some deep rooted ha tred aga inst Indians. Yet you whi ne that you aren't r acist.
Accuses the creator of racism and hatred toward Indians, framing this as an identity/group-based conflict.
mangopudding5979
Jan 27, 2026
Indian can’t build any meaningful stuff other than BS up a career ladder, a parasitic way to take over big corp roles, and then deploy nepotism to make a very established company an Indian tribe
Indian can’t build any meaningful stuff other than BS up a career ladder, a parasitic way to take over big corp roles, and then deploy nepotism to make a very established company an Indian tribe
Makes sweeping stereotypical claims about Indian professionals' competence and ethics, framing them as parasitic and tribal, combining identity-based criticism with unverified assertions.
zhouyou28
Jan 27, 2026
Diab is Lebanese first, Canadian second. She is a good example of a fools cabinet, DEI hire. Get the liberals out, fast
Diab is Lebanese first, Canadian second. She is a good example of a fools cabinet, DEI hire. Get the liberals out, fast
Asserts that a political figure's ethnic identity supersedes Canadian identity and uses identity-based framing to criticize hiring practices.
ConsultechEnterprises
Mar 3, 2026
POOJEETS CRIMINALS 🤣💩
POOJEETS CRIMINALS 🤣💩
Uses derogatory slur and makes sweeping false criminal allegations against Indian immigrants with emoji mockery.
mrxtendoW
Jan 28, 2026
The original immigrants from India were hard working honest people who appreciated the opportunity to live in Canada. The new Indian immigrants are arrogant , boastful and aggressive. They want to scan and con their …
The original immigrants from India were hard working honest people who appreciated the opportunity to live in Canada. The new Indian immigrants are arrogant , boastful and aggressive. They want to scan and con their way in and game the system for everything they can get.
Contrasts 'original' versus 'new' immigrants using stereotypical characterizations (arrogant, scammers) to assert cultural/generational identity boundaries.
sauronthegreat5799
Sep 22, 2025
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys …
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys up for free
Asserts racial/ethnic identity ('whites') and proposes reverse colonization while making false claims about immigrant welfare dependency.
nr531
Jan 28, 2026
I'm a Republican conservative who hasn't recognized this party for the last ten years. True conservatives would have rallied alongside Democrats against Russia. True conservatives valued patriotism, not populism. True conservatives valued family, not the …
I'm a Republican conservative who hasn't recognized this party for the last ten years. True conservatives would have rallied alongside Democrats against Russia. True conservatives valued patriotism, not populism. True conservatives valued family, not the widely accepted sexual scandals behind Trump and Musk. True conservatives valued solidarity with our allies, not scorning them. \n\nTrue conservatives were reasonable, warm, and cared about our country. What they call conservatives today, I do not recognize at all. I must not be a conservative anymore.
Primarily asserts a shifting political identity and rejects current conservative movement, with secondary moral critique of values.
@oldsk00l
Mar 4, 2025
In Malaysia we take Indians anyday than Muslim, which are the worst human being
In Malaysia we take Indians anyday than Muslim, which are the worst human being
Comparative ranking of ethnic/religious groups with dehumanizing language toward Muslims.
thomaswoods8276
Jan 27, 2026
I am a Native American and WE DONT STAND WITH TRUMPS REGIME!!!
I am a Native American and WE DONT STAND WITH TRUMPS REGIME!!!
Asserts Native American identity and explicitly distances that group from Trump's policies, using identity-based framing.
@ogemaweyaus4105
Mar 4, 2025
People just have a problem with white people for no reason. Especially when all are equal in the eyes of God.
People just have a problem with white people for no reason. Especially when all are equal in the eyes of God.
Makes claims about racial discrimination and equality, framing an us-vs-them dynamic while invoking religious moral authority.
Benjamin-j7u8q
Feb 7, 2026
The problem is the don’t assimilate. They stick to their own and only speak their language! They should have all just stayed in Indian! 🤮
The problem is the don’t assimilate.
They stick to their own and only speak their language!
They should have all just stayed in Indian!
🤮
Frames immigrants as threatening cultural cohesion through language and community separation, with dismissive language suggesting us-vs-them boundary-drawing.
EddieMalone-uu8on
Sep 24, 2025
We must yeet the jeet
We must yeet the jeet
Uses slang to call for removal of a specific ethnic group, combining dehumanizing language with attempted humor.
lewismyers2325
Jan 27, 2026
Wow . Pagan idols in a Christian country
Wow . Pagan idols in a Christian country
Asserts religious/cultural identity boundaries by framing religious symbols of immigrants as incompatible with national Christian identity.
ChristopherJordans
Jan 28, 2026
id rather live with indians than muslims
id rather live with indians than muslims
Ranks ethnic/religious groups in a hierarchy of preference, asserting relative belonging and acceptability.
muma--1-Tv
Jan 29, 2026
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
No non Canadian should get more than tax paying Canadian citizens Feel different? Then you pay for their coverage
No non Canadian should get more than tax paying Canadian citizens
Feel different? Then you pay for their coverage
Asserts that Canadian taxpayers should receive priority over non-Canadians, framing a clear us-vs-them distinction based on citizenship.
MarieAnderson-s3g
Feb 25, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)