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
They are worse than cochroches...no wonder god is coming with a vengeance.. these demonic rat worshipping things
They are worse than cochroches...no wonder god is coming with a vengeance.. these demonic rat worshipping things
Dehumanizes immigrants with extreme inflammatory language and religious apocalyptic framing, expressing severe xenophobic fear and threat perception.
Apex_Cleaning_Solutions
Feb 12, 2026
Mate it’s happening all over the world, wait until the Muslims that enforce Sharia come, then you’ll be in trouble
Mate it’s happening all over the world, wait until the Muslims that enforce Sharia come, then you’ll be in trouble
Expresses alarm about Muslim immigration and Sharia law enforcement, framing it as a future threat to Canada.
pagan_dj
Jan 28, 2026
The west is being turned into the third world
The west is being turned into the third world
Uses alarmist language about Western decline and third-world transformation, expressing demographic and cultural anxiety.
LoneProtagonist
Jan 27, 2026
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous!
Why is it that it’s only poopjeets that are being brought in to take over. Are there no other countries that have refugees that aren’t fleas on the system?
The US have black fatigue, well Canada definitely have Hindu fatigue. I’m getting tired of being a second or third class citizen in my own fucking country.
Voting to get the Lieberals out will not work, extreme violence is going to be the only way to remove them or Canada will be gone forever.
Once that’s accomplished then the mass deportations can start immediately.
Expresses demographic anxiety, ethnic resentment, and advocates for violent action and mass deportations, combining alarmism with explicit calls for extremism.
georgewebb7142
Feb 27, 2026
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing. The temporary worker program, which was mainly …
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing.
The temporary worker program, which was mainly for farmers and other rural area businesses for the specific business they flew here for. They just get fired and work somewhere else, illegally and stay illegally. They come in by the thousands and congest our economy, traffic and housing market. Local youths can't find jobs. They just take the money they make and go back to India with it. They DO NOT assimilate to our culture and take over restaurants to the point where it feels like we're being forced to assimilate to them.
Trust me, the things I see them do in the kitchen.... it won't be long until we all die of E. coli
Expresses demographic anxiety and security concerns about immigrants, includes unsubstantiated claims about illegal work and health hazards, and frames immigration as an existential threat.
tkcorreia5724
Jan 28, 2026
Indian Hindu people are destroying Christian Countries, next Canada.✍🏻😎🇮🇱🇺🇸🇬🇧
Indian Hindu people are destroying Christian Countries, next Canada.✍🏻😎🇮🇱🇺🇸🇬🇧
Expresses demographic anxiety and existential threat narrative, claiming Hindu immigrants are 'destroying Christian Countries.'
Engineer_ElijahChristian-UK
Jan 27, 2026
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians …
They are taking OUR jobs.
We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians in Canada than Canadians. I miss Canada.
Expresses demographic anxiety and invasion framing ('taking OUR jobs', 'invasion'), with identity-based concern about national character loss.
jakesmod6580
Jan 28, 2026
16:33 how do you listen to the "immigrant" say they will take over and you will have no choice, than say them wanting the country to change doesn't align with why they came here? They …
16:33 how do you listen to the "immigrant" say they will take over and you will have no choice, than say them wanting the country to change doesn't align with why they came here? They didn't come here to immigrate and join our country. They came to destroy our country. It is an invasion which we are paying them to undertake. They are conquering our nation without risking anything, and we are protecting them while they do it.
Expresses existential threat narrative characterizing immigration as invasion and conquest, with unsubstantiated claims about immigrant intentions to destroy the country.
DearlyDepartedDaz
Sep 10, 2025
I'm mad about this, and I'm not even Canadian. Immigration KILLS a country.
I'm mad about this, and I'm not even Canadian. Immigration KILLS a country.
Expresses alarmist claim that immigration destroys countries, framed as existential threat despite non-Canadian perspective.
American-Raider
Sep 19, 2025
THABK YOU TYLER OMG AS A CANADAIN THIS NEEDS TO BE STUDIED. These poop ppl refuse to leave its disgusting
THABK YOU TYLER OMG AS A CANADAIN THIS NEEDS TO BE STUDIED. These poop ppl refuse to leave its disgusting
Expresses alarm about immigrant groups refusing to leave and frames them as a problem requiring study, with dehumanizing language.
SarabiLewis
Jan 27, 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.
Fear / Threat
0.88
jonathanlittle4345
Feb 3, 2026
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got out in 2002. Since the influx of Jeets, our insurance rates have sky rocketed, it’s impossible to get a decent job anywhere because they lie on their resume and scam the system, all while the government is giving them money. They also infect any place/city you want to go to. In 2017 it was a bad time to be in college/university, fast forward to now and how much more our government has imported, all of Ontario is doomed. Hope you went to Singh Hortons while you were here, it used to be good, now you’re lucky if you don’t get sick because of their hygienic standards. The only thing they’re good for is delivering us food when we don’t want to leave our house. The worst part is these people think they’re needed here and think they’re better than us Canadians because the government pushed them here. Useless people that infected and ruined everything we had, the jeet fatigue is real.
Extended xenophobic narrative expressing demographic anxiety, economic grievances, and dehumanizing language toward South Asian immigrants with unsubstantiated claims.
Aonyx222
Jan 27, 2026
Canada, close your borders, you kuntz ...too many Indians 😊
Canada, close your borders, you kuntz ...too many Indians 😊
Expresses demographic anxiety and calls for border closure targeting a specific ethnic group.
ultimatewarrior659
Jan 28, 2026
I had love this very much but I am thinking about moving away even our highway and roads way have become very dangerous and these Indians are very dirty and nasty
I had love this very much but I am thinking about moving away even our highway and roads way have become very dangerous and these Indians are very dirty and nasty
Expresses safety concerns about highways/roads and uses dehumanizing language toward a specific ethnic group, framed as demographic threat.
SurajSingh-mi3hk
Sep 7, 2025
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
Expresses demographic anxiety about declining majority status and frames immigration as an existential threat requiring urgent action.
Im_offended.
Sep 14, 2025
Canada 🇨🇦 has undergone RADICAL demographic shifts & that reality is wholly diruptive if I’m putting it lightly. The USA 🇺🇸 has seen quite a bit of this as well. Our only hope is to …
Canada 🇨🇦 has undergone RADICAL demographic shifts & that reality is wholly diruptive if I’m putting it lightly.
The USA 🇺🇸 has seen quite a bit of this as well. Our only hope is to dissolve the H-1B & related programs, then begin mass deporting those on Visas, plus eliminate the birthright citizenship loophole.
Expresses alarm about demographic shifts as 'disruptive,' compares to USA, and calls for mass deportations and policy elimination.
krasnaludek298
Nov 13, 2025
Canada is a c hair from becoming a third world country.
Canada is a c hair from becoming a third world country.
Expresses demographic anxiety and national decline through hyperbolic language about Canada's deteriorating status.
Theboarscompany
Feb 18, 2026
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Expresses demographic anxiety and security concerns about immigrants, with unverified claims about government support and immigrant behavior, framed as threat to 'real Canadians.'
dianaladder2355
May 6, 2025
We have an enemy within named trump! But that does not excuse those that put him in office not one time but twice! What a disgrace. I’m scared for us!!!
We have an enemy within named trump! But that does not excuse those that put him in office not one time but twice! What a disgrace. I’m scared for us!!!
Expresses fear and security concerns about Trump as an internal threat, with anxiety about democratic institutions.
@karenbush3676
Mar 4, 2025
dont step foot anywhere in canada again youll get packled up we see u
dont step foot anywhere in canada again youll get packled up we see u
Threatening message warning the video subject not to return to Canada, using slang for violence ('packled up'), expressing hostility and danger.
Call to Action
0.88
grrt604
Jan 28, 2026
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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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Discourse Quality (Perspective API)