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
This has racist undertones however the best for all you candians dont allow any indian and dont fo any trade with india. So next time you vote ensure your government make that a priority. Yeah …
This has racist undertones however the best for all you candians dont allow any indian and dont fo any trade with india. So next time you vote ensure your government make that a priority. Yeah there are some issues regarding the kalistan but that you should ask justin
Comment frames immigration through ethnic/national identity concerns and calls for voting to exclude a specific nationality, combining identity-based framing with political action.
pathmanathanmoodley1431
Feb 12, 2026
Good we don’t want your bs
Good we don’t want your bs
Rejection statement using 'we' and 'your' to establish in-group/out-group boundary, asserting Canadian identity against external influence.
Identity Assertion
0.78
@johnnydeep7540
Mar 4, 2025
I wonder what honorable country they come from😏
I wonder what honorable country they come from😏
Sarcastic questioning of immigrants' country of origin with dismissive tone, implying moral judgment about their background.
Moneyhacks1010
Feb 24, 2026
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement …
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement Theory in action 🎬. Crazy good.😂
Uses demographic anxiety and white replacement conspiracy rhetoric framed as satire, with xenophobic undertones about Indian immigration.
johnwalker4978
Feb 27, 2026
There’s no MAGA I D I O T that can justify these tariffs and make it make sense. Trump and the rest of MAGA are P A T H E T I C!
There’s no MAGA I D I O T that can justify these tariffs and make it make sense. Trump and the rest of MAGA are P A T H E T I C!
Uses divisive political identity framing (MAGA vs. non-MAGA) to dismiss opposing viewpoints on tariffs rather than substantively engaging policy.
@AbsalonWhiteJr.
Mar 4, 2025
To sneak into the world's greatest country on earth? Sybau man No body gives a fuck about ur shit hole Lil Nazi country!
To sneak into the world's greatest country on earth? Sybau man
No body gives a fuck about ur shit hole Lil Nazi country!
Asserts Canadian national superiority ('world's greatest country') while using sarcasm and derogatory language toward other nations.
SehajKhanna-z9c
Jan 27, 2026
Canadians politeness has caused Canada big time grief.
Canadians politeness has caused Canada big time grief.
Characterizes Canadian national identity trait (politeness) as a vulnerability exploited by immigration, framing it as a threat.
jillwhiting919
Feb 6, 2026
It's not that he's leaving, this is what Canadians feel. Why is everything so cynically political in the US. We say what we mean, and mean what we say. The US can no longer be …
It's not that he's leaving, this is what Canadians feel. Why is everything so cynically political in the US. We say what we mean, and mean what we say. The US can no longer be trusted.
Asserts Canadian values and identity through contrast with US political culture and trustworthiness.
@rossjackson2929
Mar 4, 2025
Then why are you doing fucking trade deal with india and with indians Go and ask from your president and prime minister why are they pampering indian's balls Actually you're hypocrite😮 Go and suck Bangladeshis …
Then why are you doing fucking trade deal with india and with indians
Go and ask from your president and prime minister why are they pampering indian's balls
Actually you're hypocrite😮
Go and suck Bangladeshis pakistanis terrorist balls 😮
Uses inflammatory identity-based rhetoric and unsubstantiated claims about government favoritism toward specific nationalities.
saurabh8338
Feb 24, 2026
I am indian still i am against taking over any other country. European counties must rethink about illegal and also legal immigrants
I am indian still i am against taking over any other country. European counties must rethink about illegal and also legal immigrants
The commenter asserts their own Indian identity while opposing immigration, framing it as a sovereignty issue of national belonging and control.
arun8685
Jan 28, 2026
Sad how brainless leaders destroying country, and only white is responsible for all because of their self-destructions they work on
Sad how brainless leaders destroying country, and only white is responsible for all because of their self-destructions they work on
Blames leaders for country destruction while invoking racial identity ('white'), framing national decline through ethnic/identity lens with implicit us-vs-them framing.
avetsuper6272
Sep 27, 2025
Plz use condoms Indian
Plz use condoms Indian
Targets a specific ethnic group with a dehumanizing statement framed as demographic concern.
roshenamilka5826
Feb 12, 2026
My dream is that Canada would join the United States to create a super power like no other. But I don’t agree with how Trump is trying to force their hand. God bless EVERYONE.
My dream is that Canada would join the United States to create a super power like no other. But I don’t agree with how Trump is trying to force their hand. God bless EVERYONE.
Commenter expresses a vision of Canadian-American union while asserting disagreement with Trump's methods, framing national identity and geopolitical belonging.
@evrico7
Mar 5, 2025
The biker is a true Canadian 😂
The biker is a true Canadian 😂
Uses humor to assert that the biker embodies 'true Canadian' identity, implying others may not.
NK1277-f2n
Jan 27, 2026
If you’re a white male you will always be accused of racism, misogyny, etc… in the left’s eyes! Get over yourselves! That’s just the way the left in modern society tries to embarrass, marginalize and …
If you’re a white male you will always be accused of racism, misogyny, etc… in the left’s eyes! Get over yourselves! That’s just the way the left in modern society tries to embarrass, marginalize and beat you up! Stop giving it any concern or thought! Stop caring what some leftist idiot thinks about you! This is their problem not yours! Push forward through this BS and stand strong on your morals and convictions!!! 🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸
The comment asserts identity-based grievances about how white males are treated by 'the left,' framing political opposition as persecution.
BigJustice-j2z
Feb 27, 2026
"im from Punjab" as if punjab is a country make your mind up my paaji putarr. If your immigrated & got citizenship just say ure canadian, or else come back and shit on streets
"im from Punjab" as if punjab is a country make your mind up my paaji putarr. If your immigrated & got citizenship just say ure canadian, or else come back and shit on streets
Challenges immigrant identity claims and assimilation, using sarcasm and derogatory language to assert boundaries of Canadian belonging.
hdsamte
Jan 27, 2026
Sikhs are good people tho it's just too many so from now on too many
Sikhs are good people tho it's just too many so from now on too many
Acknowledges positive qualities of a specific ethnic group but frames their numbers as a demographic threat, mixing praise with exclusionary concern.
AB-tg1fd
Jan 26, 2026
Fucking thank you so much man! I’m so fucking sick of them
Fucking thank you so much man! I’m so fucking sick of them
Emotional expression of frustration toward an out-group with profanity, indicating us-vs-them sentiment without specific policy critique.
cattlecooker953
Jan 27, 2026
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society …
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society ideally can co-exist. The concern is the extreme bullying from new immigrants - INDIANS. I do not see any other nation BULLYING the rest of the population. Lets be honest, the government needs tax paying citizens to support the economy. Canadians stop being polite and speak up.
Makes claims about specific ethnic groups bullying others and asserts national belonging issues, with a call for Canadians to speak up.
TheUltimate2222
Aug 26, 2025
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in illegally or is overstaying their visit.
Asserts in-group/out-group identity (Indian national perspective) and makes derogatory generalizations about other Indians abroad, combined with calls for stricter immigration enforcement.
wokeydoky
Jan 27, 2026
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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)