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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 24 of 194
I am just waiting for a rat to get in my face. I got a lot of pent up anger towrds these rats
I am just waiting for a rat to get in my face. I got a lot of pent up anger towrds these rats
Expresses violent threat and dehumanizing language ('rats') toward immigrants, indicating fear-based hostility.
IndependentIndigenousNews Aug 25, 2025
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
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people …
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people who are sick of this shit raising kids and those kids will grow up to hate. Thats all im gonna say.
Expresses demographic anxiety and predicts future racial hatred as a consequence of immigration, framed as inevitable generational conflict.
idontexistinthisrealm Jan 27, 2026
We want them gone
We want them gone
Expresses a desire for removal of immigrants, framed as an existential concern rather than policy critique.
justingauthier2751 Feb 8, 2026
GET OUT IMMIGRANTS...F OFF..GET OUTTA HERE!!!!
GET OUT IMMIGRANTS...F OFF..GET OUTTA HERE!!!!
Expresses hostile rejection of immigrants through aggressive language framing them as an unwanted threat to be expelled.
rodagrail3231 Aug 26, 2025
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Characterizes immigration as an 'invasion' and expresses cultural degradation anxiety through inflammatory language.
MuhammadIlyas-i8w Mar 2, 2026
indian gonna destroy where they go😂
indian gonna destroy where they go😂
Expresses demographic anxiety and cultural threat using stereotyping and dismissive humor about Indian immigrants.
By_Zid Feb 4, 2026
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Expresses alarm about mass immigration's cultural and social impact, with demands for assimilation and language requirements as protective measures.
PattysabaddieWright Feb 6, 2026
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The …
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The violent crime has been skyrocketing. Guns are becoming more common. Sexual Assaults are increasing.. It's a lot of third-world violence and ideals being brought here.
Expresses demographic and security anxiety by linking immigration to rising crime and violence, framing newcomers as sources of danger.
ilTHfeaa Feb 4, 2026
You gotta do a part 2 in Vancouver!!! Its even WORSE.🤣 (Go to Surrey) it’s literally INDIA and your a minority in your own city
You gotta do a part 2 in Vancouver!!! Its even WORSE.🤣 (Go to Surrey) it’s literally INDIA and your a minority in your own city
Expresses demographic anxiety about becoming a minority in one's own city, framed as a negative outcome with ethnic replacement concerns.
raymondswiston5245 Jan 27, 2026
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their future. If you want healthcare as you age, you should worry. Since 2015, uncontrolled, open-border immigration policies have left Canada’s housing, healthcare, and education systems crumbling before our eyes. People are dying in ERs while waiting for care—our systems are overwhelmed, some perhaps exploited. Teachers can’t keep up with soaring ESL demands. Our children can no longer dream of owning their own homes some day. Our infrastructure is broken—in healthcare, housing, education, and employment. Liberals, Conservatives, even the NDP all agree. It’s time to unite: shut down our borders, deport illegal immigrants in massive numbers, and restore Canada as a safe, calm, and peaceful nation. *Write to your MPs—whether Liberal, Conservative, or NDP to stop mass immigration and deport illegal immigrants. Eventually, they will all have to listen.*
Alarmist framing of immigration as causing systemic collapse in housing, healthcare, and education, with call to action for border closure and deportations.
OrdinaryCanadian-y6p Mar 1, 2026
The people from India have flooded many US cities , I dont know why we keep letting them into the country.
The people from India have flooded many US cities , I dont know why we keep letting them into the country.
Expresses demographic anxiety about Indian immigration using alarmist language ('flooded') and questions admission policies.
mdavis9906 Jan 28, 2026
Canada become a Khalistan or Punjab
Canada become a Khalistan or Punjab
Expresses alarm that Canada will become a Khalistan or Punjab, framing immigration as an existential threat to national identity.
nuukIzmir Feb 3, 2026
The "great replacement theory" is the "great replacement fact".
The "great replacement theory" is the "great replacement fact".
References 'great replacement theory,' a demographic anxiety conspiracy theory framing immigration as an existential threat.
jonathanlittle4345 Feb 3, 2026
"TAQIYAH & TAQIYYA" Muslims ☪️ are the enemy within our country fooling Western Woke Liberals that Muslims are the VICTIMS! its written so in their Playbook the QURAN! To take over Politics & make North …
"TAQIYAH & TAQIYYA" Muslims ☪️ are the enemy within our country fooling Western Woke Liberals that Muslims are the VICTIMS! its written so in their Playbook the QURAN! To take over Politics & make North America Sharia Law!
Expresses existential threat narrative about Muslims as 'enemy within' plotting to impose Sharia law, combining alarmism with unsubstantiated conspiracy claims.
jasonviking Jan 27, 2026
I live in a city called Chilliwack, in BC. In the last 5 years I almost don’t recognize the city I grew up in anymore. The demographics have flipped. Entire plazas are now Indian food …
I live in a city called Chilliwack, in BC. In the last 5 years I almost don’t recognize the city I grew up in anymore. The demographics have flipped. Entire plazas are now Indian food restaurants or pizza places, all owned and staffed them by. It used to be every fast food place here was staffed by teenagers or retired seniors, now virtually every single fast food place is staffed by a 30-50 year old foreigner. During the covid BS, they kept aggressively pumping in more and more of them. You go up to cultus lake in the summer, or Harrison Lake and it is like you walked into India. They blast their crappy music on stereos while 30 of them sit on a blanket, littering, starring. We had to get up and leave our spot at the beach last summer because 5 of them (men) came to sit behind us and they all just stared at us. It’s like the ones they’re pumping in have zero concept of first world norms. No self awareness, and no desire to inter-grate into our society and learn our language. It’s unbelievable what has happened, what our politicians are doing.
Extended personal narrative expressing demographic anxiety, cultural alienation, and perceived threat from rapid immigration, with stereotyping of immigrant behavior and integration.
Reekothewise Feb 3, 2026
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
Is anyone else worried that they’ve now infiltrated our entire transportation network, planes, trains and automobiles, we can’t be this dumb as Canadians to allow this! Something has to be done!!!!
Is anyone else worried that they’ve now infiltrated our entire transportation network, planes, trains and automobiles, we can’t be this dumb as Canadians to allow this! Something has to be done!!!!
Expresses security anxiety about infiltration of transportation networks with unsubstantiated claims and alarmist language.
shannonpettigrew7743 Aug 26, 2025
Shoot all illegals! No matter what! If you cross a border illegally to come to North America you are fair game. I agree with the lady that said the influx of illegal foreigners is RETARDED! …
Shoot all illegals! No matter what! If you cross a border illegally to come to North America you are fair game. I agree with the lady that said the influx of illegal foreigners is RETARDED! Stop coming here! You are NOT WELCOME HERE!!!!!!!! Go back to where you came from.
Expresses extreme security/threat concerns about illegal immigration with violent rhetoric and demographic anxiety.
justinreel-t8g Jan 29, 2026
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
Expresses alarm and disgust about immigrants as a threat to national character and social order, with sweeping negative generalizations.
Katrn30 Aug 27, 2025
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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

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)