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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
Page 23 of 194
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
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We came and worked hard to be an asset to this country....not to leach from it. These Indians coming from India come to rape our land , use or medical system, create gangs.........they need to go back home. But the useless Liberals wont let this happen, as they need their votes.
Uses personal immigration history as contrast to demonize current immigrants with serious unsubstantiated accusations (rape, gangs, exploitation).
zttaki1 Jan 29, 2026
Chindia. Goodbye white people. Oh, and natives too.
Chindia. Goodbye white people. Oh, and natives too.
Demographic anxiety expressed through alarmist language about racial/ethnic displacement of white people and Indigenous peoples.
DarrelLaBossiere Jan 27, 2026
This is so sad and I am just a minute into this video. This isn’t Canada anymore! Why? Just Why? Canadians are rapidly being replaced.
This is so sad and I am just a minute into this video. This isn’t Canada anymore! Why? Just Why? Canadians are rapidly being replaced.
Expresses demographic anxiety and existential concern about national identity being 'replaced' by immigration.
muddypaws2616 Feb 27, 2026
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New …
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New York and it’s gotten so bad to drive here. It is outrageous. We also have a extremely diverse community. Looks like a Third World country where I live no joke.
Expresses demographic anxiety and safety concerns, attributing driving problems to immigration while using dehumanizing language about community change.
chilla3220 Jan 29, 2026
hate what theyve done to our cities its not just brampton missisauaga and everywhere in ontario is bad unless you go far in the country
hate what theyve done to our cities its not just brampton missisauaga and everywhere in ontario is bad unless you go far in the country
Expresses anxiety about demographic and urban change, claiming cities have been negatively affected, with implicit us-vs-them framing about who caused the decline.
moieslol Jan 27, 2026
Im so sick of Canada turning into a shithole full of scumbags
Im so sick of Canada turning into a shithole full of scumbags
Expresses strong negative sentiment about Canada's condition using inflammatory language, framing immigration as a threat to national character.
1991tommygun Jan 27, 2026
I see them and I feel puking.... Germany is so full of them too, is a plague.....
I see them and I feel puking.... Germany is so full of them too, is a plague.....
Expression of visceral disgust and plague metaphor describing immigrants, with comparative reference to Germany.
Franz_Messerschmitt Jan 27, 2026
So so, sad what the president of the United States is doing. What's next. SCARY
So so, sad what the president of the United States is doing. What's next. SCARY
Expresses alarm and anxiety about US presidential actions with 'SCARY' and open-ended worry about future consequences.
@sinbads.4189 Mar 4, 2025
We don’t want these sister fuckers in our country
We don’t want these sister fuckers in our country
Uses dehumanizing slurs and expresses exclusionary sentiment about keeping certain groups out of Canada.
XyxxxE Jan 29, 2026
Please come to Ireland we are absolutely over run here it’s ridiculous at this stage. They live in their little community. They don’t mix with the Irish and openly tell their children not to mix …
Please come to Ireland we are absolutely over run here it’s ridiculous at this stage. They live in their little community. They don’t mix with the Irish and openly tell their children not to mix with Irish kids.
Expression of demographic anxiety about immigrant communities not integrating, framed as an overwhelming problem.
22811944 Jan 27, 2026
canada has gone to shit its disgusting even here in alberta it has gotten pretty bad
canada has gone to shit its disgusting even here in alberta it has gotten pretty bad
Expresses alarm about Canada's deterioration ('gone to shit') with personal observation, combining demographic anxiety with lived experience.
ultimateapex1885 Jan 27, 2026
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Uses alarmist language ('invading') to express demographic anxiety about multiple non-Western groups across multiple countries.
hdnotlost7314 Jan 27, 2026
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
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun …
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun point . We are all in danger as they are flooding this sacred land with criminals.
Combines personal identity assertion with unsubstantiated claims about criminal activity and violence, expressing existential threat to indigenous people.
Wolftribe-l2l Aug 25, 2025
The appropriate word is "colonizing". India is colonizing Canada.
The appropriate word is "colonizing". India is colonizing Canada.
Frames Indian immigration as an invasive 'colonization' of Canada, expressing demographic anxiety and threat perception.
Jim-nt7xy Jan 29, 2026
Trump is a Moron. We are so screwed.
Trump is a Moron. We are so screwed.
Expression of anxiety and alarm about negative consequences from Trump's actions.
@phyllislloyd392 Mar 4, 2025
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are …
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are completely being invaded. I just moved to Alberta 4 years ago and holy fuck was I in for a surprise. I’m in the greater Edmonton area in a city in the surrounding area and doesn’t matter where you go, they over populate everyone for miles. The numbers the government tell you is a fuckin lie. Those numbers are grossly under exaggerated, it’s a full on invasion. I’ve never seen anything like this in my whole life. For all you fuckin idiots who voted liberal I don’t wanna hear you bitch cause you fuckin caused this.
Expresses demographic anxiety using invasion rhetoric, claims government statistics are lies, and blames political opponents for perceived demographic change.
nathanlambert1502 Jan 29, 2026
The west is falling!😢
The west is falling!😢
Alarmist expression of Western decline with emotional distress marker, conveying demographic or civilizational anxiety.
brieflyjr Feb 10, 2026
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Personal account mixed with unsubstantiated stereotypes about Indian immigrants (predatory behavior, illegal property purchases, hygiene claims) and expressions of infuriation and demographic anxiety.
auti_yt Jan 27, 2026
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)