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
The great replacement theory in action
The great replacement theory in action
References the conspiracy theory of 'great replacement,' expressing demographic anxiety about immigration.
briansmith5239
Feb 10, 2026
Canada has been over run by muslims. Unemployment is high yet they keep bringing more in. Why do you think Alberta wants to leave???? After Carney’s “muslim value are Canadian values” claim its been a …
Canada has been over run by muslims. Unemployment is high yet they keep bringing more in. Why do you think Alberta wants to leave???? After Carney’s “muslim value are Canadian values” claim its been a f flood of them.
Expresses demographic anxiety and alarmism about Muslim immigration, makes unsubstantiated claims about unemployment and provincial separation.
St-e67
Feb 12, 2026
And from the numbers that I've been hearing on in the internet Canada's gone up 237% in crime chief of police in Toronto says just comply let them come in let them rape your wife …
And from the numbers that I've been hearing on in the internet Canada's gone up 237% in crime chief of police in Toronto says just comply let them come in let them rape your wife let them rape your daughter but just comply has a Canadian and as a senior there's no complying they'll be met full force
Expresses extreme security and safety concerns with fabricated crime statistics and violent imagery, prioritizing alarmism over factual claims.
steverobinson4691
Feb 17, 2026
Intentional to cause western countries culture and citizens replacement….
Intentional to cause western countries culture and citizens replacement….
Expresses demographic anxiety through a conspiracy theory about intentional cultural replacement.
lindapawluk1209
Feb 19, 2026
Literally a silenced .22 would solve this problem is 6 weeks
Literally a silenced .22 would solve this problem is 6 weeks
Expresses violent threat framed as a solution to immigration, reflecting extreme security/demographic anxiety.
needforanonymity
Jan 27, 2026
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even …
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even being investigated and in fact, are bankrolling the invasion.
Uses alarmist language ('invasion,' 'hostile force') and conspiracy-adjacent framing about fraud and government complicity.
Seventizz
Jan 27, 2026
They ruined this country for post nationalism there are books on this that proudly spout Canada is past the point of no return they did it on purpose replace white people gonna be 46% in …
They ruined this country for post nationalism there are books on this that proudly spout Canada is past the point of no return they did it on purpose replace white people gonna be 46% in 2041 down from 95% in 1990
https://www150.statcan.gc.ca/n1/daily-quotidien/220908/g-a005-eng.htm
were cooked all planned
Expresses demographic anxiety about racial replacement presented as intentional conspiracy, with selective citation of statistics.
joecobb7153
Jun 20, 2025
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and …
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and car-jackings, taking jobs from our youth and causing a job crisis, taking advantage of our refugee system and taking advantage of our food banks. How about the insane amount of SA crimes on children, and bringing their turf wars here. They gotta go, we're so bloody sick of India. India and China needs to leave our country. Lock the doors
Expresses alarm about crime, job loss, and cultural change attributed to specific immigrant groups, with unsubstantiated claims about crime rates.
MikeTrainormusic
Feb 19, 2026
Time to purify Canada from pest of street shitters
Time to purify Canada from pest of street shitters
Uses dehumanizing language and xenophobic framing to express demographic anxiety and threat perception toward immigrants.
PajeetONHWY401
Jan 20, 2026
No gracias no viviría en donde hay indios son muy sucios y racistas aparte feos .
No gracias no viviría en donde hay indios son muy sucios y racistas aparte feos .
Uses dehumanizing stereotypes and ethnic slurs to express refusal to live near a specific group, combining xenophobia with false generalizations.
marielchavez5088
Feb 22, 2026
Cockroaches are hard to get rid of once they begin to multiply.
Cockroaches are hard to get rid of once they begin to multiply.
Uses dehumanizing metaphor comparing immigrants to pests, expressing demographic anxiety and existential threat.
Mar4x
Feb 23, 2026
Why the hell would Canada let all these shit skins into their country?
Why the hell would Canada let all these shit skins into their country?
Uses dehumanizing slur and expresses xenophobic opposition to immigration based on racial/ethnic grounds.
Wakk69
Feb 23, 2026
Send all the parasites back
Send all the parasites back
Uses dehumanizing language ('parasites') to express xenophobic sentiment and call for deportation.
akiranp
Feb 15, 2026
Send them.all back to india !!!
Send them.all back to india !!!
A call for deportation targeting a specific nationality, expressing demographic anxiety and xenophobic sentiment.
PrairiePatriots
Feb 15, 2026
They are terrorist, gangsters, they spread violence, they addicted & supply drugs, intoxicants... They are funded by Pakistan and supported by canada, USA, Pakistan, UK for their nerrative and agenda....they will spread violence where they …
They are terrorist, gangsters, they spread violence, they addicted & supply drugs, intoxicants... They are funded by Pakistan and supported by canada, USA, Pakistan, UK for their nerrative and agenda....they will spread violence where they will live and canada will be next khalistan in future, so stay safe... They are backed by a country that is full of terrorist and terrorist organizations...Punjab is in full of violence, drugs, intoxication due to these khalistani people they got fund, weapons, drugs, traning, by Pakistan.... So save your country before becoming next Punjab or khalistan
Uses alarmist language about violence, drugs, and terrorism, predicting Canada will become a failed state, mixing unsubstantiated claims with security anxiety.
0__-_-..._-.Matter._-_._-_-._
Feb 18, 2026
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Same shit in the US. Indians taking over. Unfortunately nobody stops them or even criticize to not be framed as racists. Indians abuse and bend evey opportunity. It's too late. Canadians and Americans are doomed
Expresses demographic anxiety and existential threat framing about a specific ethnic group, combining alarmism with identity-based stereotyping.
Atas_Adventures
Feb 24, 2026
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
Expresses demographic and cultural anxiety about loss of control, framing Muslim immigration as an existential threat.
toddbrown7142
Feb 13, 2026
fxcking khalastani's should be k!lled
fxcking khalastani's should be k!lled
Violent threat targeting a specific ethnic/religious group, expressing extreme fear and hostility.
RajivGhosh-ju1er
Jan 27, 2026
Indians peoples yuck 🤮
Indians peoples yuck 🤮
Dehumanizing statement expressing ethnic prejudice and disgust toward Indian people, functioning as xenophobic threat rhetoric.
shaileshshreshtha9473
Mar 1, 2026
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have …
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have no sense of self-preservation.
Predicts ethnic civil conflict as a deliberate outcome of immigration policy, expressing existential threat and demographic anxiety.
radioastronomy2001
Jun 17, 2025
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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