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
Jeets and Chinese >> Ghetto Bl*cks, still rather be Canadian than American
Jeets and Chinese >> Ghetto Bl*cks, still rather be Canadian than American
Uses ethnic/racial categorization and comparative ranking of groups, asserting preference for Canadian identity over American.
begthediffer
Feb 11, 2026
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Expresses preference for local citizens over immigrants in employment, with xenophobic framing suggesting immigrants should leave.
jan7772-k3x
Feb 11, 2026
That's why I love my country USA , cause Trump aren't taking no bullshit for anybody 😂😂
That's why I love my country USA , cause Trump aren't taking no bullshit for anybody 😂😂
Asserts pride in American identity and approves of Trump's approach, using comparative framing to position the USA favorably.
OjCulbert-k7i
Feb 21, 2026
They're dirty, rude and entitled. All they want it handouts and scream racism if they dont hey their way. Its old and pathetic.
They're dirty, rude and entitled. All they want it handouts and scream racism if they dont hey their way. Its old and pathetic.
Makes sweeping negative characterizations of immigrants as a group, framing them as threatening and undeserving, with us-vs-them framing.
wigglygiggly776
Sep 6, 2025
We true Americans not with traitor Trump. We are disgusted with Trump and his minions.
We true Americans not with traitor Trump. We are disgusted with Trump and his minions.
Asserts identity as 'true American' opposed to Trump, using us-vs-them framing to distinguish from 'traitor' supporters.
Identity Assertion
0.82
@Michael-jo2lz
Mar 4, 2025
They gotta go back. Its too much. They just dont fit in with our culture. Too pushy, rude, no respect for our nature/parks, caste system mentality, extremely rightwing. Yall just gotta go.
They gotta go back. Its too much. They just dont fit in with our culture. Too pushy, rude, no respect for our nature/parks, caste system mentality, extremely rightwing. Yall just gotta go.
Asserts cultural incompatibility and demands immigrants leave, framing them as not fitting Canadian culture.
grapefruitsimmons
Sep 20, 2025
You guys are not Canadian . Your ancestors are invaders. The same thing u guys did during the colonial era . They thought the same 😂😂. Now what u do is what u reap😂😂😂
You guys are not Canadian . Your ancestors are invaders. The same thing u guys did during the colonial era . They thought the same 😂😂. Now what u do is what u reap😂😂😂
Uses historical irony and identity framing to challenge Canadian legitimacy, asserting that current citizens are descendants of colonial invaders.
GenieInABottle21
Feb 11, 2026
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Asserts Métis identity and historical claims to Canadian belonging, drawing parallels between colonial displacement and current immigration, framing indigenous peoples as the 'original Canadians.'
phyllisnowosad2004
Sep 12, 2025
Yep, my workplace was taken over by Indians.
Yep, my workplace was taken over by Indians.
The comment frames workplace demographics as an invasion or takeover, asserting ethnic/national identity concerns with implicit threat framing.
raenv19
Jan 27, 2026
POOJEETS CRIMINALS 🤣💩
POOJEETS CRIMINALS 🤣💩
Uses derogatory slur and makes sweeping false criminal allegations against Indian immigrants with emoji mockery.
mrxtendoW
Jan 28, 2026
"Native Canadians" lol
"Native Canadians" lol
Mocking quotation marks around 'Native Canadians' challenges terminology and group identity definitions.
Identity Assertion
0.82
jonathanmetelus1039
Jan 27, 2026
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
illegal Hindus and Sikh is better than legal muslims.
illegal Hindus and Sikh is better than legal muslims.
Makes a discriminatory ranking of immigrant groups by religion, asserting that some nationalities/religions are preferable to others.
123jac
Jan 28, 2026
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY …
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY THE COLOR OF THEIR SKIN? Sorry, you weren't economically successful or supportive as the Sikhs and other Indians are. That's how it is demographic change. At least they aren't stealing and murdering others like the other humans
Frames demographic change through ethnic/racial identity categories, criticizing both the original speaker and defending Indian/Sikh communities as successful and ethical.
karuna4021
Sep 20, 2025
Video is titled wrong. Canada is tired of Muslim immigrants. They are intolerant n imperialist
Video is titled wrong. Canada is tired of Muslim immigrants. They are intolerant n imperialist
Frames immigration policy as reflecting national intolerance and makes identity-based claims about Canada.
abrahamtoure342
Dec 25, 2025
Canada ??♥️ Justin Trudeau is a true leader unlike the nitwit felon in the Oval Office
Canada ??♥️ Justin Trudeau is a true leader unlike the nitwit felon in the Oval Office
Expresses Canadian national pride and contrasts Canadian leadership favorably with US leadership through comparative framing.
@kdennes11
Mar 4, 2025
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? …
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? Clearly they are not the smartest… smh.
Frames immigrants as threats to national identity ('turn Canada into India') while questioning their intelligence and belonging.
nofacenocase1785
Feb 25, 2026
Message to all Indian students: You don't talk loud on the train in the quite zone area! If you could read the signs, you should understand and follow it! you are all annoying!
Message to all Indian students: You don't talk loud on the train in the quite zone area! If you could read the signs, you should understand and follow it! you are all annoying!
Targets a specific ethnic group (Indian students) with behavioral criticism, framing them as outsiders who don't belong or respect local norms.
rowoonrd88
Sep 29, 2025
Half of us are great Americans and love Canada \n. But other half are stupid MAGA
Half of us are great Americans and love Canada \n. But other half are stupid MAGA
Divides Americans into in-group ('great Americans') and out-group ('stupid MAGA'), asserting identity-based distinctions.
Identity Assertion
0.82
@retired5249
Mar 4, 2025
You never asked any actual natives how they feel about non natives.. white entitlemtn is so funny. U retards didnt do shit it was the jews that own this country not you or your ancestors. …
You never asked any actual natives how they feel about non natives.. white entitlemtn is so funny. U retards didnt do shit it was the jews that own this country not you or your ancestors. Dumb ass retards 😂
Asserts competing identity claims about who 'owns' Canada and uses conspiracy-adjacent framing about Jewish control, with hostile us-vs-them language.
jovo2012
Jan 28, 2026
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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)