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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
It was better before they came and it will be better when they are gone.
It was better before they came and it will be better when they are gone.
Expresses nostalgia for pre-immigration Canada and implies immigrants are a threat to national wellbeing.
mynameisradman
Aug 26, 2025
Bro, seriously keep these Middle East, South Americans, whatever, out. I'm over them and then dirtying our societies. They do not mix with western culture. Fuck out of here
Bro, seriously keep these Middle East, South Americans, whatever, out. I'm over them and then dirtying our societies. They do not mix with western culture. Fuck out of here
Expresses strong rejection of multiple immigrant groups, framing them as threats to 'western culture' and social cohesion.
BeyondEcho95
Jan 28, 2026
At this point, I don't want them to be deported. I want to give them eternal sleep. Wake the f. up, people. Multiculturalism is not our strength; 40 cents per immigrant is all that's needed; …
At this point, I don't want them to be deported. I want to give them eternal sleep. Wake the f. up, people. Multiculturalism is not our strength; 40 cents per immigrant is all that's needed; provide them with some lead. Why do I even pay taxes? Imagine our grandfather who fought WW2 if they could see this... I really think that the wrong side won the war...
Expresses violent rhetoric, demographic anxiety about multiculturalism, and extreme alarmism framed as existential threat.
lonewanderer151
Jan 28, 2026
Almost as dirty as the Mexicans that we have invading Oklahoma right now.
Almost as dirty as the Mexicans that we have invading Oklahoma right now.
Uses dehumanizing language ('invading') to describe Mexican immigrants as a threat to Oklahoma, expressing demographic anxiety.
HANDBANANNA
Jan 27, 2026
Whistle! Now everyone return to your respective shit hole country. Times up.
Whistle! Now everyone return to your respective shit hole country. Times up.
Hostile demand for immigrants to leave, using dehumanizing language and expressing demographic anxiety and xenophobic sentiment.
BrettM765
Jan 27, 2026
And what's next ?INVASION of our country ?
And what's next ?INVASION of our country ?
Expresses alarm about potential invasion/threat to the country, using alarmist language about national security.
Fear / Threat
0.90
@MichelBlain-g6t
Mar 4, 2025
This is so crazy, Canada is so fucked. I wish all the East Indians would fuck off back where they came from.
This is so crazy, Canada is so fucked. I wish all the East Indians would fuck off back where they came from.
Expresses strong demographic anxiety and xenophobic sentiment toward East Indian immigrants with explicit exclusionary language.
RabbworfOG
Jan 27, 2026
I don’t like Canada. I cannot wait til US troops march into Canada and take the land that BELONGS to us
I don’t like Canada. I cannot wait til US troops march into Canada and take the land that BELONGS to us
Expresses threat of military invasion and territorial conquest, framed as reclaiming land.
@Anonymous-zu8qt
Mar 4, 2025
india should be nuked
india should be nuked
Extreme expression of hostility and threat toward India/Indians, representing xenophobic alarmism.
Fear / Threat
0.90
roddykylar
Jan 27, 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
deport all curry eaters
deport all curry eaters
Dehumanizing call for deportation targeting a specific ethnic/cultural group, expressing xenophobic threat rhetoric.
ManBearPigTroll69
Jan 28, 2026
i have massive poonjab fatigue. ship em out!
i have massive poonjab fatigue. ship em out!
Expression of demographic anxiety ('fatigue') toward a specific ethnic group with call for removal, framed as exhaustion/threat.
RicePatt
Jan 27, 2026
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working …
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working for thw first time because all new begginer entry lvl jobs are taken by all the east indians and other foriegm worker bs. It needs to change, something needs tohappen before it to late, tbh it already feels to late theyve been slowly but steady moving all of India/chyna over and taken over Canada. It feels very weird being a white person walking around your own country getting weird angry looks when you go to a specific area or neighborhood. Its just Wrong it shouldnt be like that. Dont come into our fucking country and try n turn it into your old shithole one, you Follow OUR COUNTRYs rules and laws. Smh. Canada so cooked. Love your work Tyler keep up to good stuff. Hope you enjoyed the way while you were here.
Expresses demographic anxiety, invasion rhetoric, and resentment framed as threat to national identity and job availability.
austengoth2153
Jan 27, 2026
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Comment expresses demographic anxiety, uses alarmist language about population decline, and frames immigration as an existential threat to national identity.
TrueBrit1
Jan 29, 2026
Just get the muslims out and 99% of the problems will be solved!!
Just get the muslims out and 99% of the problems will be solved!!
Expresses xenophobic fear by targeting a religious group and claiming their removal would solve problems.
Sophia-j5n2t
Feb 14, 2026
Dirty jeets everywhere
Dirty jeets everywhere
Dehumanizing slur expressing xenophobic sentiment toward Indian immigrants.
ZoomerPhilosopher7
Jan 27, 2026
Canadian government has destroyed our beautiful country by letting these animals in canada 😢
Canadian government has destroyed our beautiful country by letting these animals in canada 😢
Expresses demographic anxiety and uses dehumanizing language ('animals') to frame immigration as an existential threat to the nation.
tommycooper3292
Jan 27, 2026
They are dirty disgusting people they have ruined Canada 🇨🇦 we all believe they need to go home we hate!!!
They are dirty disgusting people they have ruined Canada 🇨🇦 we all believe they need to go home we hate!!!
Uses dehumanizing language and claims immigrants have 'ruined Canada,' expressing xenophobic sentiment and collective rejection.
nateclegg9334
Oct 3, 2025
The Indian population is so huge, they are taking over the world and taking their horrible cultures with them Most are uncivilised !
The Indian population is so huge, they are taking over the world and taking their horrible cultures with them
Most are uncivilised !
Expresses demographic anxiety about Indian population 'taking over,' combined with dehumanizing language about cultural inferiority.
rosekk9101
Feb 22, 2026
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the …
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the 1st place? There in lies the answer. You people that use/abuse/neglect/ mistreat/ Canadian hospitality are trash, worthless lying scum sucking pukes! Regardless of what Canadian governments say, we will just fine w/o taking criminals,scumbags, worthless pieces of shit. Growing a more populous environment is useless. We don't need more people, we need the people here and now to just do there share in making YOUR country respected. If you cant oblige to that simple respect, GTFO.
Expresses strong alarm about immigrant exploitation and criminality with dehumanizing language, framed as a security and cultural threat to Canada.
RockinRickster
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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