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
Its not racist to say, NO you cant build a mosque or temples in our western Christian communities. Go worship your gods on your land, not ours.
Its not racist to say, NO you cant build a mosque or temples in our western Christian communities. Go worship your gods on your land, not ours.
Asserts Christian Western identity and territorial claims while framing religious exclusion as legitimate, using identity-based boundary-setting.
MatthewMorgan25
Jan 27, 2026
I’d take Indian over Somalis and Jews any day of the week.
I’d take Indian over Somalis and Jews any day of the week.
Ranks ethnic/national groups in preference hierarchy, expressing in-group favoritism and out-group prejudice.
Kamboj_4
Feb 26, 2026
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Combines policy criticism with explicit identity-based exclusion and calls for mass deportation, framing multiculturalism as destructive to national identity.
Jackal3001
Jun 18, 2025
衛生観念が違いすぎる人種とは共生できない。差別ではなく区別です
衛生観念が違いすぎる人種とは共生できない。差別ではなく区別です
Claims incompatibility between groups based on perceived cultural/hygienic differences, using distinction-not-discrimination framing to justify exclusion.
なみさん-u3q
Feb 24, 2026
I'm not fed up with immigrants, I'm FED UP OF INDIAN, AFRICAN, MUSLIM AND OTHER THIRD WORLD IMMIGRANTS. I like to be specific. Fed up of the racist bs too because ONLY WHITE PEOPLE ARE …
I'm not fed up with immigrants, I'm FED UP OF INDIAN, AFRICAN, MUSLIM AND OTHER THIRD WORLD IMMIGRANTS. I like to be specific. Fed up of the racist bs too because ONLY WHITE PEOPLE ARE NOT ALLOWED TO BE RACIST, for every other colour it's OK to be racist against white people. Yes, some races only breed shit, yes, some countries only breed shit, AND CANADIANS DON'T WANT THEM.
Makes explicit ethnic and racial distinctions about acceptable immigrants, asserting white identity while making dehumanizing claims about other groups.
Ass-pw5mf
Sep 8, 2025
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Makes a sweeping generalization about Indian people's assimilation patterns globally without evidence, framing them as inherently segregationist.
daisyachiro6779
Oct 27, 2025
Congratulations Canada, you have been culturally enriched by a pack of filthy rats!
Congratulations Canada, you have been culturally enriched by a pack of filthy rats!
Uses dehumanizing language ('filthy rats') to frame immigration as cultural contamination and assert national identity threat.
spencermatthews5942
Jun 17, 2025
9:06 when you're so cucked as a nation you pretend like you don't have a culture worth defending, preserving, or being proud of... Now u got these weird statues in parking lots lol
9:06 when you're so cucked as a nation you pretend like you don't have a culture worth defending, preserving, or being proud of... Now u got these weird statues in parking lots lol
Asserts that national cultural pride is being eroded and frames multiculturalism as cultural loss, using derogatory language.
alwaysrecycles365
Jan 27, 2026
Vive le Canada !
Vive le Canada !
Patriotic expression of Canadian identity and pride through French-language affirmation.
Identity Assertion
0.87
@ipvsix66
Mar 4, 2025
Bike guy just racist bro
Bike guy just racist bro
Makes a direct accusation of racism against an individual, framing them as representative of a broader us-vs-them dynamic.
Identity Assertion
0.87
clearlyaBr0kie
Jan 28, 2026
Jesus don’t want pagans in our country and the founding fathers don’t want non whites in our country I’m vindicated by the constitution and the Bible.
Jesus don’t want pagans in our country and the founding fathers don’t want non whites in our country I’m vindicated by the constitution and the Bible.
Invokes religious and constitutional authority to assert exclusionary national identity based on race and religion.
SalmoneStrike4444
Jan 28, 2026
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl. Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words …
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl.
Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words have been used so much that they no longer hold the power They used to. Let them call us what they want. It is time for us to take our country back and make it clear that this crappy behavior will NEVER BE OK. 🤬
Commenter asserts Canadian national identity and frames criticism of immigrant behavior as justified pushback against accusations of racism, using 'take our country back' framing.
jewels964
Aug 25, 2025
As a Canadian and an Ontarian, this is getting out of hand. It’s turning into India v2
As a Canadian and an Ontarian, this is getting out of hand. It’s turning into India v2
Personal identity claim as Canadian/Ontarian followed by comparative framing suggesting demographic transformation into another nation, expressing cultural anxiety.
jadopotatoo
Jan 27, 2026
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Questions the trustworthiness of immigrants based on religious/cultural markers (turbans), framing visible difference as a threat.
ricardonarvaez1628
Oct 1, 2025
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Because they let in too many Indians and Punjabis that show no effort at assimilation and are trying to turn Canada into India! We import our crime from India !
Claims specific ethnic groups refuse assimilation and are 'turning Canada into India' while importing crime, combining identity assertion with unsubstantiated claims.
Libtard1
Jun 17, 2025
Indian immigration should be banned entirely - Hindu culture is not compatible with Western civilization. They don't belong here. Go some balls enough of being tolerant.
Indian immigration should be banned entirely - Hindu culture is not compatible with Western civilization. They don't belong here. Go some balls enough of being tolerant.
Explicit us-vs-them framing claiming cultural incompatibility and asserting that a group 'doesn't belong,' combined with calls for exclusion based on religious/cultural identity.
WarriorNoldor
Jan 28, 2026
ur country u protect! step out and say No to some immigrants who is not assimilated. banned the Indian culture. it is unsuitable for this country. I'm not Canadian, so I can speak free, but …
ur country u protect!
step out and say No to some immigrants who is not assimilated.
banned the Indian culture. it is unsuitable for this country.
I'm not Canadian, so I can speak free, but u can't. why?
you are losing your culture.
Asserts cultural preservation concerns, frames immigration as a threat to national identity, and calls for exclusion of non-assimilated groups based on ethnic/cultural grounds.
catchan147
Aug 28, 2025
This Mexican American stands with our President TRUMP! USA…USA….\nWe don’t need Canada, CNN is also FAKE NEWS!?
This Mexican American stands with our President TRUMP! USA…USA….\nWe don’t need Canada, CNN is also FAKE NEWS!?
Asserts ethnic-national identity ('Mexican American') while pledging allegiance to Trump and rejecting Canada/media, establishing strong in-group positioning.
@excel829
Mar 4, 2025
Indians smell so bad its crazy
Indians smell so bad its crazy
Makes a dehumanizing ethnic stereotype about Indian people, combining identity-based prejudice with false generalization.
Venommgng
Jan 28, 2026
I hate feeling like a tourist in my own country
I hate feeling like a tourist in my own country
Expresses alienation and demographic anxiety about feeling like a foreigner in one's own country due to immigration.
deezknots26
Feb 24, 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)