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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
UK, Ireland, ! Portugal all the same , riddled with immigrants. Destabilisation by design.
UK, Ireland, ! Portugal all the same , riddled with immigrants. Destabilisation by design.
Compares multiple countries as destabilized by immigration, using alarmist language about deliberate demographic manipulation.
Malschronic77
Jan 27, 2026
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own country - if not then integrate into Canada properly like with the UK and New Zealand and Australia and others and contribute better - Am I asking for too much??
Expresses alarm about rapid demographic change, characterizes immigrants negatively, and compares Canada unfavorably to other nations with integration demands.
onlineshopping4616
Jan 27, 2026
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Expresses alarmist concern that immigration is being weaponized to destroy Canada from within, framing it as an existential threat.
Davesgreatideas
Sep 20, 2025
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
The comment expresses demographic anxiety framed as a competitive 'race,' suggesting threat from specific ethnic groups taking over Canada.
kjcaseii12345
Jan 27, 2026
PAST FED UP. LOAD THE PLANES AND CLEAN THIS SHIT SHOW UP.. ANY AND ALL POLITICIANS WHO PROMOTED OR WENT ALONG WITH THIS ACT OF TREASON ON CANADIAN CITIZENS SHOULD BE LOADED ON THE PLANES …
PAST FED UP. LOAD THE PLANES AND CLEAN THIS SHIT SHOW UP.. ANY AND ALL POLITICIANS WHO PROMOTED OR WENT ALONG WITH THIS ACT OF TREASON ON CANADIAN CITIZENS SHOULD BE LOADED ON THE PLANES RIGHT BESIDE THEIR MESS. THIS IS CANADA MF’ers. Our bedsheets stay on our beds. Not our heads.
Expresses extreme alarm and existential threat framing ('treason,' 'shit show'), with calls for deportation presented as urgent crisis response.
barbhamelin5758
Sep 10, 2025
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme …
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme Muslims moved into their negative behaviour had a major impact on the citizenry. And these countries are no longer tolerating this.
Expresses demographic and security anxiety about Muslims, references other countries removing them, and makes unsubstantiated claims about negative behavioral impacts.
trapz4550
Dec 25, 2025
Come to Surrey, BC next. Major indian fatigue over here.
Come to Surrey, BC next. Major indian fatigue over here.
Expresses demographic anxiety and fatigue about Indian immigration, framing it as a negative phenomenon requiring attention.
billalittlebit6372
Jan 27, 2026
The great replacement is happening everywhere…
The great replacement is happening everywhere…
Invokes the conspiracy theory of 'great replacement' to express demographic anxiety about immigration and cultural change.
TheCrunchyFam
Jan 29, 2026
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. …
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them.
And there’s a big difference between Indian and Muslims. Indians may be overwhelming Canada.
But at least they’re not bringing the demonic cult of Islam, and all its backward crooked ways and imposing it on the culture
Expresses demographic anxiety about Indian immigration and religious threat narrative regarding Islam, framing both as dangers to Canadian culture.
thedeadflyinthelight5359
Jan 29, 2026
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Wow, what hatred towards Indians!! I only see it spiraling into something very unpleasant in the near future. We can't blame the locals either!
Expresses alarm about escalating hatred and predicts negative future outcomes, framing immigration as a threat.
rameshemv
Sep 19, 2025
Just imagine the horrible stench of this cesspool!!!
Just imagine the horrible stench of this cesspool!!!
Uses dehumanizing language and disgust rhetoric to express xenophobic sentiment.
spencermatthews5942
Sep 30, 2025
Trump is going to have to build a wall on the Canadian border in order to keep the Indians out.
Trump is going to have to build a wall on the Canadian border in order to keep the Indians out.
Hyperbolic statement expressing demographic anxiety and threat perception regarding Indian immigration, with exaggerated rhetoric.
ion6538
Jan 28, 2026
mass immigration has ruined our once great country.....start deporting
mass immigration has ruined our once great country.....start deporting
Expresses alarmist claim that immigration has damaged the country and calls for deportations as a solution.
adrianlawson5491
Jan 20, 2026
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where I'm coming from when I say this. I wasn't influenced by him finding these fraudulent daycares because this was prior to that. When I went to her house I had to Google maps it. Everybody in Calgary knows the Northeast is all Indian. As a matter of fact I counted how many people I saw that weren't Indian when I was there cuz I thought it was funny. I saw two white people and one Asian in the whole quarter of the city. When I got to her house I said to her why do you have so many businesses around your house it doesn't even make sense and then I showed her the Google maps and there had to be seven or eight daycares a trucking company and a bricklaying company and a drywall company. All of these businesses that don't have signs because I went and looked. These people are doing the same fraud here. This is what's killing our country. Our money is worthless because of them and they are taking all of the homes so homes are unaffordable for Canadians. On top of that they get into management and jobs and only hire their people and don't hire Canadians. We are under attack. It doesn't have to be somebody storming our beaches to attack us. Our country is under attack and we're in denial.
Extended narrative framing ethnic minorities as an existential threat through unsubstantiated claims about fraud, economic sabotage, and coordinated displacement of Canadians.
BloodyCanadian
Feb 18, 2026
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
Expresses demographic anxiety about European diaspora nations and calls for forced remigration, framing immigration as an existential threat.
JT-nc9uw
Feb 14, 2026
Canada being destroyed from within and it barely took 6 years.
Canada being destroyed from within and it barely took 6 years.
Expresses alarmism about Canada being 'destroyed' due to immigration, framing it as an existential threat.
Moneyhacks1010
Feb 12, 2026
Indians are still way better than radical islamists and africans who have zombified Europe!
Indians are still way better than radical islamists and africans who have zombified Europe!
Expresses demographic anxiety about non-Western immigrants and Muslims, comparing groups as threats while ranking them hierarchically.
wildkong2986
Feb 15, 2026
Trudeau is the same guys that Starmer, Macron and others leaders in Eu countries that allow their country to be invaded by muslims by millions.\nGo to UK, France, Germany, Belgium, Spain, Portugal.. all invaded by …
Trudeau is the same guys that Starmer, Macron and others leaders in Eu countries that allow their country to be invaded by muslims by millions.\nGo to UK, France, Germany, Belgium, Spain, Portugal.. all invaded by millions of muslims. Islam cannot live amongst other religions ! They killed for centuries Jews and Christians in the middle East and now it's happening in Europe !\nCanada is next because of Democrats ! USA will follow and check your streets in USA the Ramadan's days.. you will understand soon !
Expresses demographic anxiety and religious threat narrative, making unverified claims about Muslim 'invasion' of European countries and predicting similar outcome for Canada.
@asusdreamland5670
Mar 4, 2025
Poor Canadians are being replaced with termites.
Poor Canadians are being replaced with termites.
Expresses demographic replacement anxiety using dehumanizing language to frame immigration as an existential threat to Canadians.
billpapas2623
Jan 27, 2026
A minimum of 95% of the Indians in Canada MUST be sent home. Revoked visas, revoked citizenship, whatever is necessary. They do not contribute, they do not assimilate, they do not belong here. Remigration is …
A minimum of 95% of the Indians in Canada MUST be sent home. Revoked visas, revoked citizenship, whatever is necessary. They do not contribute, they do not assimilate, they do not belong here. Remigration is inevitable.
Commenter expresses demographic anxiety and calls for mass deportation of Indians, using alarmist language about non-assimilation and inevitability of 'remigration.'
erc8949
Jan 29, 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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