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 JUST Canada its most of the West now..
its not JUST Canada its most of the West now..
Frames immigration as a widespread Western phenomenon using us-vs-them framing with implicit threat language.
Macca762
Jan 27, 2026
I'm tired of being a foreigner in my own home country.
I'm tired of being a foreigner in my own home country.
Expresses alienation and othering within one's own country, asserting national identity while expressing displacement anxiety.
je10022
Aug 25, 2025
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
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
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
Questions immigrants' right to maintain their culture in Canada, asserting cultural boundaries and us-vs-them framing with rhetorical questioning.
aiezenberg
Jan 27, 2026
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
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
As a Canadian thank you very much for posting this, they have destroyed my country
As a Canadian thank you very much for posting this, they have destroyed my country
Claims national identity as Canadian and asserts that immigrants have 'destroyed' the country, framing immigration as a threat to national character.
chadlegionary3748
Jan 27, 2026
As someone from Toronto we call it "Brown Town"
As someone from Toronto we call it "Brown Town"
Uses a derogatory nickname for a neighborhood to assert ethnic/racial identity boundaries and othering.
Identity Assertion
0.87
Noah1515L
Jan 27, 2026
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
We have a lot of people from India in our city and they are dirty, nasty, and corrupt! And don't get me started on the somalis who are 10 times worse!
We have a lot of people from India in our city and they are dirty, nasty, and corrupt! And don't get me started on the somalis who are 10 times worse!
Stereotyping and dehumanizing comments about Indian and Somali immigrants, asserting negative group identity claims without evidence.
mrajinj661
Jan 28, 2026
Americans don't like you, we like Canada just you we don't like
Americans don't like you, we like Canada just you we don't like
Asserts American preference for Canada over Trump, drawing an us-vs-them distinction between the nation and its leader.
Identity Assertion
0.86
@jacobburnett8467
Mar 4, 2025
All I can say is, THANK YOU President Donald Trump for shutting down the borders, I don’t want these people in the USA, why are they coming here and leaving their SHIT hole country?
All I can say is, THANK YOU President Donald Trump for shutting down the borders, I don’t want these people in the USA, why are they coming here and leaving their SHIT hole country?
Uses dehumanizing language ('shit hole country') and expresses exclusionary national identity combined with security concerns.
scotterickson152
Jan 27, 2026
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. …
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. We're finally getting to the end of the tunnel it seems
Celebrates nationalist sentiment and expresses desire for deportations, framing immigrants as unwanted foreigners.
DavidJeffreson-xx7kr
Sep 20, 2025
ASSIMILATION IS THE END GOAL OF IMMIGRATION FFS?!?! You wanna be Canadian and live in Canada? Than ACT CANADIAN! WE ARE NOT A THIRD WORLD COUNTRY!! Stop infecting our Country! You act like a disease …
ASSIMILATION IS THE END GOAL OF IMMIGRATION FFS?!?! You wanna be Canadian and live in Canada? Than ACT CANADIAN! WE ARE NOT A THIRD WORLD COUNTRY!! Stop infecting our Country! You act like a disease that we can’t cure because you refuse to assimilate! FUCK!!
Asserts rigid Canadian identity boundaries, demands assimilation, and frames immigrants as a disease/infection threatening national purity.
MedicallyHigh
Feb 26, 2026
I am a Canadian residing in Vancouver BC. and there is no division. We Canadians 🇨🇦 want fair, balanced and skilled immigration that contributes to the betterment of all Canadians. Companies like Tim Hortons want …
I am a Canadian residing in Vancouver BC. and there is no division. We Canadians 🇨🇦 want fair, balanced and skilled immigration that contributes to the betterment of all Canadians. Companies like Tim Hortons want to hire cheap foreign labour with no benefits, it is pure greed. Canadians have had enough. We are unified in this assertion.
Personal assertion of Canadian identity combined with claims of national unity and critique of corporate labor exploitation practices.
ThisGuyHere71
Feb 11, 2026
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop …
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop the country they live in and are not problematic like other countries people 😅.....
Ranks ethnic groups by perceived contribution and behavior, asserting that Indians are superior to Pakistanis and other groups, with comparative framing across nationalities.
ShellyCri-s6c
Nov 12, 2025
First, the British came to rule over our India. Now that we are coming, your asses are on fire.
First, the British came to rule over our India. Now that we are coming, your asses are on fire.
Asserts Indian identity and frames immigration as historical reversal/retaliation against British colonialism.
ak74867
Jan 27, 2026
As a true Canadian, I want nothing more than to see all of these foreigners expelled.
As a true Canadian, I want nothing more than to see all of these foreigners expelled.
Strong us-vs-them framing asserting Canadian identity while calling for expulsion of immigrants.
thesunman
Jan 27, 2026
Paid for by me and all the other real Canadians
Paid for by me and all the other real Canadians
Uses 'real Canadians' framing to assert in-group identity and imply that immigration spending excludes or disadvantages citizens like the commenter.
indicapot4874
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)