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 faught along side USA allies!! Trump is throwing away a history of comradeship. Such hatred.
Canada faught along side USA allies!! Trump is throwing away a history of comradeship. Such hatred.
Appeals to historical alliance and shared values between Canada and USA, framing Trump's actions as a betrayal of moral principles.
TheSilverlady1980
Dec 9, 2025
I can only see bad comments and racism from fellow white people. I don’t see any hatred from the other people. Guys not good.
I can only see bad comments and racism from fellow white people. I don’t see any hatred from the other people. Guys not good.
Critiques racism from white Canadians while defending immigrants, appealing to fairness and condemning discriminatory behavior.
hAwdc
Nov 24, 2025
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as …
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as well and imposed English , French and Spanish and your religion and European culture. I would say to all of you please do not get panic. This planet ,s language is not English French or Spanish only ,thousands of other languages do have same rights. If you love to your language ,religion or culture then go back to your ancestor ,s rich land. Every body ,s fundamental human rights to speak his mother tongue and promote his culture Religion is a different issue.
Appeals to historical injustice and human rights principles while comparing European colonial history to current immigration concerns.
Keshensohl
Dec 7, 2025
America is sold out to putin. Good job you dumbass hicks
America is sold out to putin. Good job you dumbass hicks
Criticizes America as compromised by foreign influence (Putin) and attacks citizens as complicit, combining moral judgment with threat perception.
@tronshere
Mar 4, 2025
02:17 exactly...why European come...why African , Latino came or Asian came.... If I come into the country I'm okay but if someone else comes to the country it's bad... No this logic is not going …
02:17 exactly...why European come...why African , Latino came or Asian came.... If I come into the country I'm okay but if someone else comes to the country it's bad... No this logic is not going to work
Critiques the hypocrisy of selective acceptance based on origin, appealing to fairness and consistent logic in immigration attitudes.
LifeinCanada-m3i
Nov 22, 2025
subsahariens under 70 iq ? your not talking about tunisians for sure, i wish never meet people like you sir
subsahariens under 70 iq ? your not talking about tunisians for sure, i wish never meet people like you sir
Rejects racist IQ claims about a specific ethnic group, appealing to fairness and opposing discriminatory stereotyping.
Madfouna-47
Feb 9, 2026
5:16 What you said about Africa is a lie, rape is not a culture in any African country.
5:16 What you said about Africa is a lie, rape is not a culture in any African country.
Defends African countries against a perceived false generalization, appealing to factual accuracy and fairness.
Meiraf-s7z
Feb 3, 2026
Interesting bro, white people are so amazing puritanical saints and look at Indians dirty, brown shit eating, i am sure Indians must be filling the correction facilities in Canada and you aren't some opportunist, cashing …
Interesting bro, white people are so amazing puritanical saints and look at Indians dirty, brown shit eating,
i am sure Indians must be filling the correction facilities in Canada and you aren't some opportunist, cashing in on the Indian or immigrant hate
Accusation of racial bias and hypocrisy in how different groups are portrayed, challenging the video creator's credibility on fairness grounds.
nisarmohammad3638
Jan 29, 2026
Sucks how we European - Canadians stole this land and desperately want to call it our land and only want Europeans here.
Sucks how we European - Canadians stole this land and desperately want to call it our land and only want Europeans here.
Critiques European-Canadian historical injustice (land theft/colonialism) and exclusionary attitudes, framing the issue as an ethical problem.
JeffAlderman68
Feb 23, 2026
Trump is creating more enemies than friends shame to him...
Trump is creating more enemies than friends shame to him...
Critiques political leadership's diplomatic approach as counterproductive and morally problematic.
@augustinematchupula5591
Mar 4, 2025
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
They are not canada responsibility they are modi of india responsibility
They are not canada responsibility they are modi of india responsibility
Appeals to responsibility and duty, arguing India (not Canada) bears responsibility for Indian immigrants.
Moral Argument
0.80
tariqramadan1521
Nov 20, 2025
Ungrateful and no regard for ohter group of people at all. They are so selfish.
Ungrateful and no regard for ohter group of people at all. They are so selfish.
Appeals to ethical principles of gratitude and consideration for others, criticizing immigrant behavior on moral grounds.
Moral Argument
0.80
danteng12
Nov 9, 2025
This is a racist video, any immigrant working towards creating a better place for themselves is not a problem, they could have just went on welfare and you would be complaining about that. Stop looking …
This is a racist video, any immigrant working towards creating a better place for themselves is not a problem, they could have just went on welfare and you would be complaining about that. Stop looking at others and being player haters, those complaining are people who had a few hundred years head start and renting from these people now and are ashamed of themselves.
Defends immigrants on ethical grounds, arguing against racism and appealing to fairness and human dignity.
SpiritualGangsterscanada
Nov 12, 2025
I think we should provide more help and support for Canadians. I am an immigrant but it came be overwhelmingly. As long immigrants don’t break the law, it is OK. But I do believe our …
I think we should provide more help and support for Canadians. I am an immigrant but it came be overwhelmingly. As long immigrants don’t break the law, it is OK. But I do believe our Canadian people are not treated fairly, they do feel left out.
Self-identifies as immigrant while arguing for fairness to both immigrants (law-abiding) and Canadian citizens, appealing to equitable treatment principles.
ParminderSingh-re4xp
Nov 11, 2025
All free world leaders know that that Trump is an Orange Dimwit and Putins puppet. Hopefully, the MAGA cult wakes up and sees what they voted for and the harm that blob of stupidity is …
All free world leaders know that that Trump is an Orange Dimwit and Putins puppet. Hopefully, the MAGA cult wakes up and sees what they voted for and the harm that blob of stupidity is doing.
Appeals to ethical judgment ('harm') while urging the 'MAGA cult' to recognize wrongdoing, combining moral critique with persuasion.
@schlatz2786
Mar 4, 2025
I will never impose myself or want to be in a country were I am not welcome. This is like inviting someone for diner and then wanting a room at your house.
I will never impose myself or want to be in a country were I am not welcome. This is like inviting someone for diner and then wanting a room at your house.
Appeals to principles of respect and reciprocity, arguing immigrants should only come where welcomed, using an analogy about hospitality.
Moral Argument
0.80
frankgarcia3573
Nov 21, 2025
Europeans are first migrant of america and canada. They ruined the original people of this land and now pointing fingre to indians, what a joke 🤣🤣🤣
Europeans are first migrant of america and canada. They ruined the original people of this land and now pointing fingre to indians, what a joke 🤣🤣🤣
Moral critique pointing out historical European colonization hypocrisy in criticizing current Indian immigration.
departed6839
Feb 25, 2026
Guess what, people born in Canada are ALSO people and with the job shortages they need the jobs more than people who are able to spend thousands to fly half way around the world. The …
Guess what, people born in Canada are ALSO people and with the job shortages they need the jobs more than people who are able to spend thousands to fly half way around the world. The only "tragedy" will be the people who really NEED the jobs will once again have access to them..
Appeals to fairness for Canadian-born citizens' job access and needs over immigrants, framing as moral priority.
lancelange9377
Nov 21, 2025
How is it a tragedy, if they studied a competent program, they would have a good career, no matter where.
How is it a tragedy, if they studied a competent program, they would have a good career, no matter where.
Argues that international graduates' career prospects are not tragic because education provides opportunity regardless of location.
Moral Argument
0.80
psysword33
Nov 20, 2025
Compare Videos
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)