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
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
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
The statue, the signs, the chanting look and sound so foreign. Canada has become unrecognizable.
The statue, the signs, the chanting look and sound so foreign. Canada has become unrecognizable.
Expresses concern that Canada has become unrecognizable due to cultural/religious visibility, asserting national identity anxiety.
mzhenf
Jan 1, 2026
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. …
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. They’ve done nothing but ruin Canada as they never wanted to become Canadians or accept our culture and beliefs. Every Tim Horton is run by people from India. White Canadians lost their jobs and need not reapply.
Frames immigration as cultural invasion and replacement, asserts Canadian identity under threat, includes unverified claims about employment discrimination and food bank usage.
rewind1960
Dec 26, 2025
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
Save Canada!!!!!!!!!!!!! I love Canada and its people.
Save Canada!!!!!!!!!!!!! I love Canada and its people.
Patriotic assertion of national identity and belonging, framed as a call to preserve Canada.
miranduhhh52
Jan 27, 2026
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 have SERIOUS indian fatigue. Anyone else?
I have SERIOUS indian fatigue. Anyone else?
Expresses demographic anxiety and fatigue toward a specific ethnic group, framing immigration as an identity threat.
xtrickster6556
Feb 17, 2026
White people should go back to Europe from where they came...
White people should go back to Europe from where they came...
Reverses exclusionary logic by asserting white people should leave, using identity-based belonging claims.
amitabh_bacchan123
Jan 29, 2026
Indian love India but they do not want to live there and always try to go another country to turn that country into India 😂
Indian love India but they do not want to live there and always try to go another country to turn that country into India 😂
Stereotypes Indian immigrants as unwilling to integrate and attempting to replicate their home culture, expressing cultural threat.
BappyTheDrifter
Feb 4, 2026
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
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
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
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
As an American, I stand with America, not globalist frauds like Justin.
As an American, I stand with America, not globalist frauds like Justin.
Asserts American national identity and loyalty while rejecting Trudeau as a 'globalist fraud.'
Identity Assertion
0.87
@t-eazy3372
Mar 4, 2025
Tyler oliviera ki maa ki chut 100 times Indians we need to be summoned
Tyler oliviera ki maa ki chut 100 times
Indians we need to be summoned
Comment uses profanity and ethnic slurs to demean an individual and assert ethnic group boundaries.
Identity Assertion
0.87
RithBose
Feb 3, 2026
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
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
why are Europeans the only people not allowed to have their own countries?
why are Europeans the only people not allowed to have their own countries?
Frames European identity as under threat, uses rhetorical question to assert right to ethnic/national self-determination, employs us-vs-them logic.
Bigdumbbabybutt
Sep 19, 2025
These entitled son of $”& ruined Canada.
These entitled son of $”& ruined Canada.
Uses dehumanizing language ('entitled') to characterize immigrants as destructive outsiders who have harmed the nation.
johnwicked4982
Aug 26, 2025
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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)