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
You should check out Burnside Gorge in Victoria BC. Between the City of Victoria's entire stock of Homeless shelters (in this one neighbourhood) and the city's entire stock of Sikh temples, Punjabi restaurants and East …
You should check out Burnside Gorge in Victoria BC. Between the City of Victoria's entire stock of Homeless shelters (in this one neighbourhood) and the city's entire stock of Sikh temples, Punjabi restaurants and East Indian clothing and grocery stores, it is a total sh*tpit - where people can't sleep at night because the Sikh punks are racing their cars up and down Burnside all night. Any whyte people who can, move out - leaving only the poorest, who can't afford to move, the homeless and the Punjabis.
Uses us-vs-them framing ('whyte people' vs Punjabis/Sikhs) and describes neighborhood decline through ethnic demographic lens, with secondary fear/threat elements about safety and displacement.
jasondrummond9451
Jan 27, 2026
It’s so annoying to have India invade Canada
It’s so annoying to have India invade Canada
Uses 'invade' language to frame Indian immigration as an existential threat to Canadian identity, combining demographic anxiety with us-vs-them framing.
jennifertiitinen9006
Jan 27, 2026
Liars and racial supremacists and colonizers.
Liars and racial supremacists and colonizers.
Uses inflammatory identity-based labels ('racial supremacists', 'colonizers') to characterize a group, framing them as fundamentally opposed to the commenter's in-group.
Streetsvillainy
Sep 29, 2025
Thrall in Vancouver BC India garbage😅
Thrall in Vancouver BC India garbage😅
The comment uses dehumanizing language ('garbage') to describe Indian immigrants in Vancouver, combining othering with threat framing.
shawnmacdonaldvancouver
Sep 29, 2025
While it sucks to be invaded by Indians, they're at least pretty nice. WAY nicer than the Jews you talked to...
While it sucks to be invaded by Indians, they're at least pretty nice. WAY nicer than the Jews you talked to...
Uses inflammatory 'invasion' language and comparative ethnic stereotyping to frame demographic change as threatening.
shrimpgazing
Jan 27, 2026
We have this garbage from India😅
We have this garbage from India😅
The comment uses dehumanizing language to characterize Indian immigrants as unwanted, combining othering with threat framing.
shawnmacdonaldvancouver
Sep 29, 2025
All the garbage is from India Vancouver BC😅
All the garbage is from India Vancouver BC😅
The comment uses dehumanizing language ('garbage') to frame Indian immigrants as a threat to Vancouver, combining identity-based othering with alarmism.
shawnmacdonaldvancouver
Sep 29, 2025
Pajeets kulpreets are all over Canada from small rural communities to big towns trudope liberals elbows up ass down
Pajeets kulpreets are all over Canada from small rural communities to big towns trudope liberals elbows up ass down
Uses ethnic slurs and asserts that specific immigrant groups are 'all over Canada,' framing them as an invasive presence with derogatory language.
bilalbashir
Sep 28, 2025
SEND THESE SILLY PEOPLE BACK TO THEIR SILLY COUNTRY THAT CAN'T MANAGE THEIR OWN KIND. WELL IT'S NOT ANOTHER COUNTRY'S RESPONSIBITY, IT'S THEIR OWN COUNTRY'S. HOW RUDE THEY ARE TO COME AND TRY TO TAKE …
SEND THESE SILLY PEOPLE BACK TO THEIR SILLY COUNTRY THAT CAN'T MANAGE THEIR OWN
KIND. WELL IT'S NOT ANOTHER COUNTRY'S RESPONSIBITY, IT'S THEIR OWN COUNTRY'S.
HOW RUDE THEY ARE TO COME AND TRY TO TAKE OVER WHAT IS NOT THEIRS.
Uses us-vs-them framing, claims immigrants are attempting to 'take over,' and asserts national belonging boundaries.
darlingsapphire1
Sep 29, 2025
All of Canada is sick of this
All of Canada is sick of this
Sweeping claim about collective Canadian sentiment ('all of Canada') expressing dissatisfaction, framing an us-vs-them dynamic.
harryPnass
Jan 27, 2026
13:44 - “it is great. It’s like you’re sitting here in your own home town”. That’s exactly the problem. It’s not your dump hole home town. They don’t even care to assimilate. They only serve …
13:44 - “it is great. It’s like you’re sitting here in your own home town”. That’s exactly the problem. It’s not your dump hole home town. They don’t even care to assimilate. They only serve themselves and help themselves.
Expresses concern about immigrants not assimilating and prioritizing their own community, framed as a threat to national cohesion and belonging.
barbellsjoysticks9802
Sep 28, 2025
Why is this only happening in white countires?
Why is this only happening in white countires?
Frames immigration as a racial phenomenon affecting 'white countries,' invoking us-vs-them identity boundaries and implicit demographic anxiety.
nicksmith6507
Jan 27, 2026
Please don't think we the people agree with what's happening. I love Canada I've spent many wonderful times in Canada. I don't understand how this can be happening. Please don't blame us the people we …
Please don't think we the people agree with what's happening. I love Canada I've spent many wonderful times in Canada. I don't understand how this can be happening. Please don't blame us the people we don't want this either.❤❤❤❤
Commenter asserts their identity as a Canadian/North American who loves Canada and distances themselves from government policy, using 'we the people' framing to claim non-complicity.
@carolyonn3933
Mar 4, 2025
The only white people left in brampton are retarded boomers
The only white people left in brampton are retarded boomers
Derogatory statement about remaining white population in a city, expressing demographic anxiety and in-group/out-group framing.
deepdive5riku
Jan 27, 2026
I'm Canadian, I confirm that we are sick of this. Watching our country become India. These people have no manners or sense of personal space.
I'm Canadian, I confirm that we are sick of this. Watching our country become India. These people have no manners or sense of personal space.
Claims Canadian identity while expressing demographic anxiety about cultural transformation and negative stereotypes about immigrant behavior.
ChamPayne7
Jan 27, 2026
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still …
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still ask that question, remember I came here as a kid and got to observe all of this bs in this country.
Commenter frames immigration debate through historical comparison (European settlement of Americas) and asserts their own immigrant identity to challenge perceived racism, using us-vs-them framing.
ChaitanyaBhagavata
Sep 28, 2025
I think the difference or reason people are upset with modern immigrants is they never even try to assimilate. They all bring their culture here and ignore the western ways.
I think the difference or reason people are upset with modern immigrants is they never even try to assimilate. They all bring their culture here and ignore the western ways.
Claims immigrants fail to assimilate and prioritize their culture over 'western ways,' framing cultural integration as an obligation.
charleskavoukjian3441
Jan 27, 2026
No bullies in canada. Proud to be canadian
No bullies in canada. Proud to be canadian
Asserts Canadian identity and pride while implicitly contrasting with bullying behavior, combining national belonging with moral positioning.
@rubygalatayo8357
Mar 4, 2025
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and …
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and won’t.
Contrasts the commenter's assimilation with perceived non-assimilation of Indian immigrants, framing cultural integration as a marker of belonging.
maddison5134
Jan 27, 2026
Yup, no assimilation whatsoever.
Yup, no assimilation whatsoever.
Makes a claim about lack of cultural assimilation, implying a boundary between immigrants and established Canadian identity.
Identity Assertion
0.85
pueraeternus111
Sep 23, 2025
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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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