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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Fear / Threat
3,873 comments
As a Canadian, I'm done. They and the liberals have absolutely destroyed any kind of identity we had here. My quality of living has gone almost unimaginably downhill regardless of how much effort I put …
As a Canadian, I'm done. They and the liberals have absolutely destroyed any kind of identity we had here. My quality of living has gone almost unimaginably downhill regardless of how much effort I put into every section of life, everyone's have. We are done. Fuck off Indians, GO HOME and stop accepting any bullshit immigrant here.
Personal account of declining quality of life framed as demographic threat, with explicit call for deportation and hostile language toward immigrants.
NothernKnifeNut
Jan 27, 2026
Glad you called it what it is. An invasion.
Glad you called it what it is. An invasion.
The commenter uses militaristic language ('invasion') to frame immigration as a threat, expressing demographic anxiety and xenophobia.
TheGoogs-u1t3l
Jan 28, 2026
Look, I love Indian food but I feel this. I'm near San JOSE CA and it's all indian and East Asian. It sucks. We have so many of these people, including Mexicans, our surrounding cities …
Look, I love Indian food but I feel this. I'm near San JOSE CA and it's all indian and East Asian. It sucks. We have so many of these people, including Mexicans, our surrounding cities are unrecognizable from a decade ago.
Expresses demographic anxiety about rapid ethnic/cultural change in neighborhoods, framing it as negative transformation.
RosettaStoned462
Jan 27, 2026
So Canadians are struggling for jobs but hey lets bring in millions to give them jobs!!!!! The utter madness of self harm that is in play in countries like the UK, Canada and Australia is …
So Canadians are struggling for jobs but hey lets bring in millions to give them jobs!!!!! The utter madness of self harm that is in play in countries like the UK, Canada and Australia is beyond belief. Self destruction to your own cultures at a level never seen before...
Frames mass immigration as self-destructive cultural harm and existential threat to national identity across multiple countries.
vMaxHeadroom
Jan 21, 2026
Wait & see when the "White" Citizens stop cleaning up after these people... It will become like their homelands. FILTH EVERYWHERE.
Wait & see when the "White" Citizens stop cleaning up after these people... It will become like their homelands. FILTH EVERYWHERE.
Expresses demographic anxiety and makes dehumanizing stereotypes about immigrants causing societal decline.
georgeg1600
Jan 27, 2026
I just can't trust them handling food.
I just can't trust them handling food.
Expresses distrust and safety concerns about a group handling food without evidence, combining threat perception with implicit stereotyping.
krisxaero
Jan 27, 2026
It will take decades to recover from the damage done.
It will take decades to recover from the damage done.
Expresses concern about long-term negative consequences and damage from Trump's actions.
Fear / Threat
0.87
@scottakam
Mar 4, 2025
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Expresses demographic anxiety about Indian immigration changing Canadian identity, using alarmist language ('cooked').
Momsy357
Jan 27, 2026
CANADA IS NOT SAFE ANYMORE AS THE GOVERNMENT KEEP INVITING STUDENTS AND IMMIGRANTS
CANADA IS NOT SAFE ANYMORE AS THE GOVERNMENT KEEP INVITING STUDENTS AND IMMIGRANTS
Expresses security concerns and danger from government immigration policy.
jeansecjadas289
Oct 12, 2025
Trump effect , admid it...who wanna get a great country back...5 years ago , no immigrants where am living...now they are everywhere...its going way too fast
Trump effect , admid it...who wanna get a great country back...5 years ago , no immigrants where am living...now they are everywhere...its going way too fast
Expresses demographic anxiety about rapid immigration changes and references comparative timeline ('5 years ago'), framing it as alarming.
yannickpotvin1019
Jan 2, 2026
And stole all of our opportunities and get massive cheques from the government. Go home.
And stole all of our opportunities and get massive cheques from the government. Go home.
Expresses anxiety about immigrants taking opportunities and receiving government benefits, with a hostile dismissal.
redmuggah9551
Jan 27, 2026
This scares me terribly, I didnt vote for Trump & he is going to destroy our country.
This scares me terribly, I didnt vote for Trump & he is going to destroy our country.
Expresses fear and anxiety about Trump's presidency and its destructive potential.
@kathyfriday3402
Mar 4, 2025
nobody likes them and nobody wants them. Canada was far better without them
nobody likes them and nobody wants them. Canada was far better without them
Blanket rejection of immigrants with claims of widespread dislike and assertion that Canada was better without them, expressing demographic and cultural anxiety.
dr-johnnysins
Jan 29, 2026
In future there will be 50% Indians MPs will be in parliament and prime minister will be an Indian
In future there will be 50% Indians MPs will be in parliament and prime minister will be an Indian
Expresses demographic anxiety about Indian representation in government, framing immigration as a threat to Canadian political identity.
MuhammadRahman-w5q
Feb 8, 2026
THEY DON'T HAVE PROBLEM WITH ISLAMIST WHO ARE BREEDING AND TRYING TO CHANGE THE DEMOGRAPHY AND LATER DEMANDING SHARIYA LAW 😂
THEY DON'T HAVE PROBLEM WITH ISLAMIST WHO ARE BREEDING AND TRYING TO CHANGE THE DEMOGRAPHY AND LATER DEMANDING SHARIYA LAW 😂
Expresses demographic anxiety and security concerns about religious/cultural groups, framing immigration as a threat to national identity and law.
BLUERAY1611
Jan 27, 2026
"Why so many Punjab's here in Brampton " Punjab: "It's like home" if that isn't the biggest fuckin red flag for Canada idk wtf is. Send them ALL home!!!! Guy @ 1:58 can stay tho …
"Why so many Punjab's here in Brampton " Punjab: "It's like home" if that isn't the biggest fuckin red flag for Canada idk wtf is. Send them ALL home!!!!
Guy @ 1:58 can stay tho
7:12 biggest cope ever from a half ass assimilator
Frames immigrant cultural preservation as a threat to Canada while making selective judgments about individual assimilation.
SinnerSB
Jan 27, 2026
I’m from Vaughan and they’re seeping into my cute Italian suburb
I’m from Vaughan and they’re seeping into my cute Italian suburb
Expression of demographic anxiety using the metaphor of 'seeping' to describe immigrant presence in a neighborhood.
babies4breakfast197
Jan 27, 2026
These khalistanis will destroy your country
These khalistanis will destroy your country
Expresses existential threat narrative about a specific ethnic/political group destroying the country.
Ppapai
Jan 27, 2026
We need to build a wall at Canada's border now. India slums and scammers are not welcome in America
We need to build a wall at Canada's border now. India slums and scammers are not welcome in America
Expresses alarm about Indian immigration and calls for border restrictions based on negative stereotypes.
michaelandlynnmurphy7987
Jan 27, 2026
Many countries sure like being disrespected and getting overrun by undocumented immigrants.
Many countries sure like being disrespected and getting overrun by undocumented immigrants.
Comment expresses concern about national disrespect and being 'overrun,' framing immigration as a threat to national sovereignty.
KillerRose0
Jan 27, 2026
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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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