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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Moral Argument
2,863 comments
Canada is sooo extremely racist that if the religion in Brampton becomes 5%, people erupt into haters. Meanwhile in BC, less than 2% is borderline tolerable … the whole image of Canada is a fraud.
Canada is sooo extremely racist that if the religion in Brampton becomes 5%, people erupt into haters. Meanwhile in BC, less than 2% is borderline tolerable … the whole image of Canada is a fraud.
Critiques Canada's treatment of religious minorities as hypocritical and fraudulent, appealing to principles of tolerance and fairness.
ParmMohan-us6rn
Jan 27, 2026
I'm pretty sure all of North America is being influenced by many countries across the oceans. The same thing is happening in the UK. People are obsessed with moving to another country to take advantage …
I'm pretty sure all of North America is being influenced by many countries across the oceans. The same thing is happening in the UK. People are obsessed with moving to another country to take advantage of their public services, lifestyles, and deductions because their own country doesn’t offer them. People prefer to leave their homes and cultures instead of making changes within their own communities. They rather take from others. It’s just sad and lazy.
Critiques migrants' motivations as morally lazy and selfish, appealing to principles of self-reliance and community responsibility.
nealjoswick9827
Jan 27, 2026
Guys talking about Africans like it’s not white people that are destroying the world
Guys talking about Africans like it’s not white people that are destroying the world
Deflects criticism of Africans by pointing to white people's destructive actions, appealing to fairness and proportionality.
doemgreezy00
Mar 2, 2026
Trump's actions are not those of an ally. He's a terrorist that wants to annex Canada like Putin did with Ukraine.
Trump's actions are not those of an ally. He's a terrorist that wants to annex Canada like Putin did with Ukraine.
Uses moral language ('terrorist,' 'ally') to condemn a political figure's actions while expressing security concerns about annexation.
@c.h.5389
Mar 4, 2025
The entire world belongs to every human, why are you stoking the flames of hatred?
The entire world belongs to every human, why are you stoking the flames of hatred?
Appeal to universal human rights and ethical principles against divisive rhetoric.
Moral Argument
0.80
bathaide
Jan 27, 2026
Why change your life and go to another country and keep live like in your own country... that should be illegal and naturally shaming
Why change your life and go to another country and keep live like in your own country... that should be illegal and naturally shaming
Appeals to cultural assimilation as an ethical principle, arguing immigrants should abandon their heritage practices.
Rt1MTKTB
Jan 27, 2026
The world is changing my friend old people from sedwell countries. Other countries that the west destroyed and robbed the reverse is now happening. These people from those countries are now coming in your country, …
The world is changing my friend old people from sedwell countries. Other countries that the west destroyed and robbed the reverse is now happening. These people from those countries are now coming in your country, it's kind of funny, you Europeans or westernized people don't like it, but it was okay when you destroy their country and 1 day country put in case you should mind your own business 2 years ago. Now you're paid for what you did.
The commenter invokes historical justice and moral reciprocity, arguing that Western nations deserve immigration consequences for past colonial actions.
skapunkoialternativeliving6522
Jan 27, 2026
Congratulations youre so dumb yo think Islam is taking over britian and Canada is being taken over by india. Grow up you islamaphobic racist
Congratulations youre so dumb yo think Islam is taking over britian and Canada is being taken over by india. Grow up you islamaphobic racist
Directly calls out Islamophobia and racism as moral failings, appealing to fairness and human dignity principles.
alexanderwilson3096
Jan 27, 2026
In Hinduism we don't say Christianity is bad, Islam is bad, etc and turn a Church into a Temple. Ridiculous.
In Hinduism we don't say Christianity is bad, Islam is bad, etc and turn a Church into a Temple.
Ridiculous.
Appeals to principles of religious tolerance and respect, criticizing perceived hypocrisy in how different faiths are treated.
aamirashai
Jan 17, 2026
Britishers and Europeans after invading American and Canadian continent claiming this land belong to them 😅
Britishers and Europeans after invading American and Canadian continent claiming this land belong to them 😅
Appeals to historical injustice and hypocrisy of European colonizers claiming land ownership.
abhi1456
Jan 27, 2026
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from …
As an Indian, that's really sad and I'm sorry on behalf of everyone
Every country needs to protect it's identity
If you're proud of your country, stay there.
If you wish to move out from your country just assimilate, learn their language , learn their rules, follow their traditions and be nice
Idk why it's so difficult for them to understand such basic things
Government needs to thoroughly scrutinise immigrants.
Tbh it's bad for both countries
There are good, kind and respectful Indians but because of these idiots who don't assimilate and behave stupidly, the actual good ones get hate and face racism
For canada or any country, immigrants should only be legitimately skilled. Before entering the country they need to be taught the rules and asked straightforward questions by the officers
I support immediate deportation of all those idiots who don't assimilate and create ruccus in other countries
Indian commenter expressing moral arguments about assimilation, national identity preservation, and calls for stricter immigration enforcement based on ethical principles.
abhii511
Jan 27, 2026
8:20 u fukkkkin racist white people , they're not more terrible than you
8:20 u fukkkkin racist white people , they're not more terrible than you
Accuses white people of racism while asserting they are not uniquely terrible, making a comparative moral claim.
stevebanner1868
Jan 27, 2026
A country without protected borders is not a country at all.
A country without protected borders is not a country at all.
Makes a principled argument about national sovereignty and borders as a fundamental requirement of statehood.
senthilkrishnan1273
Jan 5, 2026
People thinking everything would be better if those 2.8 millions simply go away, the might be the same that believed 1.5% interest rates and homes at 250 k dollars would last forever, the same kind …
People thinking everything would be better if those 2.8 millions simply go away, the might be the same that believed 1.5% interest rates and homes at 250 k dollars would last forever, the same kind of people with only secondary school thinking the deserve 100k a year, 8 weeks vacations and a uniond that loves them.
ET finalement, des idiots qui vont assurer que c'est toujours les immigrants qui ne sont pas productifs et qui representent la source du probleme.
Defends immigrants against scapegoating, arguing that blaming immigrants for economic problems is unfair and reflects class prejudice rather than reality.
ratonautonomo8963
Jan 16, 2026
“All animals are equal, but some are more equal than others” Is the type of stuff I’m getting from this video
“All animals are equal, but some are more equal than others”
Is the type of stuff I’m getting from this video
Uses Orwell quote to critique the video's message as promoting inequality and hypocrisy in how different groups are treated.
tuskz1
Jan 27, 2026
The ignorant remarks towards sub-saharan Africans is wild. Says a lot about the guy's IQ
The ignorant remarks towards sub-saharan Africans is wild. Says a lot about the guy's IQ
Criticizes the video creator's remarks as ignorant and questions their credibility, appealing to fairness and respect.
gudbadtheatre
Jan 27, 2026
There's nothing wrong about going abroad in search of greener pastures (most do that, no?) but I don't get the idea of bringing the culture that screws up the home country to the new place …
There's nothing wrong about going abroad in search of greener pastures (most do that, no?) but I don't get the idea of bringing the culture that screws up the home country to the new place --> and turn it into the place they're escaping from.
Let's face it: politics is one of the problems, but you can't blame that fully for lack of civic sense?
Commenter raises ethical concerns about cultural integration and civic responsibility, questioning whether immigrants should replicate problematic practices from their origin countries.
DarkZeroHero
Jan 27, 2026
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Invokes historical injustice of colonization to argue that complaints about Indian immigrants lack moral standing, using comparative framing.
Mosa2703-k8s
Jan 27, 2026
The irony of all these comments by people who are at most 3rd generation immigrants, let's be honest, if you aren't native American, you can just shut the f*ck up, hahahaha
The irony of all these comments by people who are at most 3rd generation immigrants,
let's be honest, if you aren't native American, you can just shut the f*ck up, hahahaha
Uses ironic humor to make a moral argument that non-Native immigrants lack standing to criticize other immigrant groups.
lfcbpro
Jan 27, 2026
Indians have been in Canada since since the early 19th century. These people act like the Indians just appeared over night
Indians have been in Canada since since the early 19th century. These people act like the Indians just appeared over night
Defends immigrants by noting their historical presence in Canada, appealing to fairness and historical context.
AMZ19252
Jan 27, 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)