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
Wow! Your emphasis is on creating hate for money.
Wow! Your emphasis is on creating hate for money.
Accusation that the video creator is deliberately generating hatred for profit, raising ethical concerns about content intent.
gurbirbrar6081
Jan 28, 2026
I dont think a homeless guy riding around in snow on a bike has the right to complain about other people’s situations especially those that are on welfare
I dont think a homeless guy riding around in snow on a bike has the right to complain about other people’s situations especially those that are on welfare
Questions the credibility/moral standing of the video creator to critique others' situations based on his own circumstances.
Useraichbg6182g
Jan 28, 2026
This racist white guy on IQ on african there are more nigerian doctors and they higher on sat test than whites
This racist white guy on IQ on african there are more nigerian doctors and they higher on sat test than whites
Counters racist claims by citing comparative evidence of Nigerian achievement, appealing to fairness and challenging racial stereotypes.
delanomclaurin4125
Mar 3, 2026
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very …
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very punishable offense out here and you can be in prison for 14 years if convicted. Those who have committed crimes should be arrested at first sight and deported, wondering if Brian Redding was African looking at the magnitude of his crimes, however you welcome to visit here as we dont discriminate. 😂
Defends African people against stereotyping while advocating for fair treatment and deportation of criminals.
trucksnloads5948
Jan 28, 2026
That white guy with bike hating all Africans can go suck dick.stipid racist. Na thunder go fire you.
That white guy with bike hating all Africans can go suck dick.stipid racist. Na thunder go fire you.
Condemns racism and calls out a specific commenter's bigotry, combining ethical judgment with reference to other commenters.
omololatomikeakinribide8542
Jan 27, 2026
Pauvre connard de quoi tu te mêles laisse les gens vivres tranquille
Pauvre connard de quoi tu te mêles laisse les gens vivres tranquille
French-language comment appeals to live-and-let-live principle, criticizing the video creator's intervention in others' affairs.
Moral Argument
0.75
hazidane4035
Jan 27, 2026
The PIG on the bike should learn about his ancestors and what they did to Canada when he talks about DIRTY
The PIG on the bike should learn about his ancestors and what they did to Canada when he talks about DIRTY
Appeals to historical injustices and moral accountability while using derogatory language and identity-based framing.
sb-gw2hs
Jan 27, 2026
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin …
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin (aged 25-54) hold a bachelor's degree or higher, far exceeding the 32.9% national average! The YouTube host, who is also a Xenophone, allowed the bigot to puke! I can bet my balls that African immigrants in Canada score 20 points or more on IQ test than this bum who probably smells like Tuna!
Defends African immigrants using statistics and moral condemnation of perceived bigotry, though includes unverified IQ claims and personal attacks.
z4850Commenter
Jan 27, 2026
You’re all a bunch of racist American products of Hollywood that should be caged and reeducated so you can all learn what it’s like to be an actual human being.
You’re all a bunch of racist American products of Hollywood that should be caged and reeducated so you can all learn what it’s like to be an actual human being.
Uses inflammatory moral language ('reeducated,' 'actual human being') to condemn commenters, framed as ethical critique though expressed through hostile identity-based framing.
Easternworld420
Jan 27, 2026
Guy on the bike is a bigot
Guy on the bike is a bigot
Makes a moral judgment labeling someone as a bigot based on their apparent stance in the video.
Moral Argument
0.75
amosculbreth5308
Jan 27, 2026
So denying any educational rights means they are less intelligent hmmmm
So denying any educational rights means they are less intelligent hmmmm
The comment challenges the fairness/justice of denying educational rights by questioning the logical implication that this reflects intelligence.
Moral Argument
0.75
chococola4931
Jan 27, 2026
😟 Proverbs 29:2 KJV: "When the righteous are in authority, the people rejoice: but when the wicked beareth rule, the people mourn"😂
😟 Proverbs 29:2 KJV: "When the righteous are in authority, the people rejoice: but when the wicked beareth rule, the people mourn"😂
Uses biblical framing to make a moral argument about righteous vs. wicked governance, implying current leadership is morally corrupt.
impartialanalyst4392
Nov 21, 2025
Damn, thank you for exposing this. It's been happening for years
Damn, thank you for exposing this. It's been happening for years
Expresses approval of exposing wrongdoing, framing the video as revealing an ongoing injustice.
Wholesome_One
Jan 27, 2026
you fucking racist bastards ... u ofcourse deserve trump and trudeu
you fucking racist bastards ... u ofcourse deserve trump and trudeu
Accusation of racism directed at commenters, framed as a moral judgment about their character and political alignment.
Moral Argument
0.75
sreeragou
Jan 27, 2026
You are the greatest country on earth. America is no longer the greatest country. The fact that you could erate people's countries and get away with it, it doesn't make you great. You are now …
You are the greatest country on earth. America is no longer the greatest country. The fact that you could erate people's countries and get away with it, it doesn't make you great. You are now a tyrant, but your time will come. You are falling cause most Americans live s***, most Americans live like dogs.
Makes ethical arguments about national greatness, imperialism, and moral decline while comparing Canada favorably to America.
skapunkoialternativeliving6522
Jan 27, 2026
Absolute tragedy this stuff is taking place.
Absolute tragedy this stuff is taking place.
Expresses moral disapproval of immigration practices without elaborating specifics, framing the situation as a tragedy.
BehKett
Jan 27, 2026
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
" It feels like home " I call BS! It's freezing in Canada!
We are being oppressed in India so we move to oppress others. GTFO
Uses sarcasm to critique immigrants' motivations while making a moral claim about oppression and reciprocal harm.
We_The_People1787
Jan 27, 2026
The man on the bike is so stupid and racist. And I am sure his IQ is below 0. Most Africans are smart, and I love their humanity!. It's not that all whites are smart; …
The man on the bike is so stupid and racist. And I am sure his IQ is below 0. Most Africans are smart, and I love their humanity!. It's not that all whites are smart; most of them are like him. white skin and speak english doesnt make you smart. His ancestor took Africa's wealth and made us poor. He should shame for you gradparent what they did in Africa. fulish man!
Appeals to justice and historical wrongs while making sweeping generalizations about racial groups and intelligence.
selomephoto2757
Jan 28, 2026
There is nothing called colour difference. Black hair and otherwise does not matter! End of the day people protect a country. Less people means easy for take over! Canada should be at least 100 million …
There is nothing called colour difference. Black hair and otherwise does not matter! End of the day people protect a country. Less people means easy for take over! Canada should be at least 100 million strong good people to survive!!
Appeals to universal human equality while arguing for higher immigration levels as a security/survival strategy.
edwin1041
Jan 28, 2026
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Defends Indian immigrants against stereotyping by arguing that generalizations from one region are unfair and won't necessarily transfer to Canada.
DUK-dy6zk
Jan 27, 2026
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)