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
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with the fluorenscent vest claims!!! We have African brothers and sisters who are basically geniuses. We have that, too, better than whites. Inventions made by Blacks but, the white man wanted the credit so bad for it.
That's your story, anything Africans/Blacks create, y'all want to steal and, "make it ours" and you alter history books and other storytelling materials for that. You people have a serious issue and he claims whites as being the good ones? 😂😂 Seriously, this bullshit boils my blood, it makes me sick. No one is good except God! Just because you do not understand another man's culture, it doesn't mean he's of low intelligence. Same language dialects. I can't believe he said such bullshit about my people! Does he mingle with us or know us?! He looks like he's probably stayed in Canada all his life until now. This is pathetic but I know you whites are just afraid and terrified of us. I'll never forget the way we suffered and still are.
Defends African identity and intelligence against racist claims, invoking historical injustice and appealing to ethical principles about cultural respect.
Mwinazin3le
Feb 17, 2026
If you have a problem with any culture coming to canada and living here; go home. We were built on diversity. We stole this land with the blood of the indigenous. The only ones who …
If you have a problem with any culture coming to canada and living here; go home. We were built on diversity. We stole this land with the blood of the indigenous. The only ones who deserve this land are the ones who died for it and are kept on reserves. Nothing but racists in these comments. Yall attitudes are dirty.
Appeals to justice and ethics regarding indigenous rights and diversity, condemning xenophobia as morally wrong.
Mugen_TL
Feb 27, 2026
This is genuinely crap to see and it's happening in more places than you know. Very sad.
This is genuinely crap to see and it's happening in more places than you know. Very sad.
The commenter expresses sadness and moral concern about the conditions shown, appealing to shared values of decency.
Moral Argument
0.88
honda1st1
Jan 27, 2026
The irony of westerners FEARING Africans because of our 'culture' when the western world tore through Africa for hundreds of years pillaging, enslaving, raping and murdering MILLIONS of them will never not make my blood …
The irony of westerners FEARING Africans because of our 'culture' when the western world tore through Africa for hundreds of years pillaging, enslaving, raping and murdering MILLIONS of them will never not make my blood boil.
Appeals to historical justice and hypocrisy, arguing that Western fears of African culture are morally inconsistent given colonial history.
goldenhourplaylists-f6x
Mar 3, 2026
Amazing how ‘individual behaviour’ magically becomes ‘Indian/Punjabi behaviour’ here. Every society has issues like addiction, crime, hate. Weird how only one group gets blamed on the internet.
Amazing how ‘individual behaviour’ magically becomes ‘Indian/Punjabi behaviour’ here. Every society has issues like addiction, crime, hate. Weird how only one group gets blamed on the internet.
Commenter critiques unfair stereotyping by pointing out that individual behavior is being wrongly attributed to an entire ethnic group, appealing to fairness and logic.
GurnoorKang-p6y
Jan 29, 2026
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Appeals to principles of multiculturalism and equal rights to justify immigrant presence and cultural autonomy.
jijin-r8y
Nov 14, 2025
Tyler Oliveira - pls stop spreading hate, after all we are all humans. No all are same.
Tyler Oliveira - pls stop spreading hate, after all we are all humans. No all are same.
Appeals to shared humanity and ethical principles while calling for cessation of hateful rhetoric.
aditya07ize
Jan 29, 2026
What a racist
What a racist
Direct moral condemnation of racism, labeling the speaker's statements as racist without elaboration.
Moral Argument
0.88
SkyOfTheUniverse
Jan 29, 2026
Why do people always speak ill about Africans,That guy 4:54 is calling us stupid,@TylerOliveira please stop promoting such contents which are Racist by the way.Afew rotten apples do not represent the tree.
Why do people always speak ill about Africans,That guy 4:54 is calling us stupid,@TylerOliveira please stop promoting such contents which are Racist by the way.Afew rotten apples do not represent the tree.
Appeals to fairness and against stereotyping, arguing that negative portrayals of Africans are unjust generalizations.
Peter_Agoro
Jan 27, 2026
Said by someone who killed natives to colonise this land just like usa Australia newzealand
Said by someone who killed natives to colonise this land just like usa Australia newzealand
Appeals to historical injustice and hypocrisy by comparing current immigration criticism to colonial settlement patterns.
roshankumarburnwal5184
Jan 27, 2026
White Canadians aren’t ‘native’—they’re settlers. Canada was built on colonization. India had civilization when Europe was knee-deep in filth. Racism doesn’t make you superior, it just makes you loud and ignorant.
White Canadians aren’t ‘native’—they’re settlers. Canada was built on colonization. India had civilization when Europe was knee-deep in filth. Racism doesn’t make you superior, it just makes you loud and ignorant.
Appeals to historical justice and anti-racism principles, framing settler colonialism as morally problematic and countering racist superiority claims.
SM-jarvis29
Jan 29, 2026
Funny how descendants of people who invaded, displaced, and starved Indigenous nations now act superior. Canada wasn’t ‘empty’—it was colonized. India had universities, sanitation, surgery, and cities while Europe was burning witches and dumping sewage …
Funny how descendants of people who invaded, displaced, and starved Indigenous nations now act superior. Canada wasn’t ‘empty’—it was colonized. India had universities, sanitation, surgery, and cities while Europe was burning witches and dumping sewage in streets. If you want to talk hygiene or civilization, open a history book before opening your mouth.
Appeals to historical injustice and hypocrisy, arguing that Canadian descendants of colonizers lack moral standing to judge immigrants on civilization grounds.
believe8980
Jan 29, 2026
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, etc. and the complaining of dominating every industry? I’m not sure what angle that is. Maybe the other groups should do better at dominating industries or advocate for businesses to hire other Canadians (equal opportunity employment). And the whole “ cow poop video” Tyler posted is one village in India ; which of course makes Indians collectively look bad and gives way for many of you in the comments to continually perpetuate this idea that Indians are sub-human. And Tyler, word of advice, if you’re going to show parts of the Indian community and Hinduism religion in Canada — at least learn to pronounce words correctly so you don’t sound like a complete idiot.
Defends Indian Canadians against racism, appeals to fairness and equal opportunity, and critiques stereotyping and the video creator's approach.
lovergirl1195
Jan 28, 2026
Trump insists on an apology from Zelensky because he claimes that Zelensky showed him respect - and at the same time Trump calls Justin Trudeau - who is the Prime Minister of Canada - for …
Trump insists on an apology from Zelensky because he claimes that Zelensky showed him respect - and at the same time Trump calls Justin Trudeau - who is the Prime Minister of Canada - for governor. Talk about showing respect. So I'm going to call Trump a smallminded, vindictive megalomaniac, a pathological liar and a sick narcissistic baby. Nobody respects Trump; they fear him because he is an unreliable madman with a lot of military strenght and (so far) economic strenght he can threaten everybody with. Pictures of Stalin and Hitler must be hanging in his bedroom...
Extended moral condemnation of Trump's character and behavior, framing him as unethical and dangerous through ethical language.
@peterandreassen4866
Mar 4, 2025
Unbelievably racist guy on the bike calling Indians dirty. The Hindu religion legit requires you to shower before praying in the morning and praying at night lol.
Unbelievably racist guy on the bike calling Indians dirty. The Hindu religion legit requires you to shower before praying in the morning and praying at night lol.
Defends a group against racist stereotyping by providing factual religious/cultural information that contradicts the prejudiced claim.
AnkitS64
Jan 27, 2026
The guy on the bike is a bigot, racist, insecure, and small-minded man! Talk about low IQ, he's the epitome! He clearly expresses how much he hates all Sub-Saharan Africans, but he does not know …
The guy on the bike is a bigot, racist, insecure, and small-minded man! Talk about low IQ, he's the epitome! He clearly expresses how much he hates all Sub-Saharan Africans, but he does not know them all, yet lumps an entire continent of people in the same category. His stupidity, envy, and jealously will rot his bones
Condemns bigotry and racism, arguing against stereotyping and lumping diverse groups together based on ethical principles.
Moral Argument
0.88
LivingSpirit-e5s
Mar 2, 2026
The white guy making blanket statements about a race is out right racism because he is categorizing a certain group of people thinking everyone does the same thing !
The white guy making blanket statements about a race is out right racism because he is categorizing a certain group of people thinking everyone does the same thing !
Accuses the video creator of racism for making generalizations about a racial group, appealing to fairness and ethical standards.
Moral Argument
0.88
DC-nd3kq
Jan 27, 2026
This is a leader. Not a cuck to Elon and Putin...a real leader.
This is a leader. Not a cuck to Elon and Putin...a real leader.
Praises leadership qualities through contrast with perceived moral failings, appealing to ethical standards of conduct.
@BWSpace
Mar 4, 2025
Donald Trump is a blight upon humanity. The sooner we are in a post-Trump world, the better.
Donald Trump is a blight upon humanity. The sooner we are in a post-Trump world, the better.
Makes a sweeping moral judgment that Trump is harmful to humanity, calling for his removal from power.
Moral Argument
0.88
@philhall1969
Mar 4, 2025
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country …
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country built by immigrants, just because some other nationalities got here first and made Canada their home does not give them the right to judge others. Shameless behaviour in the comments by some people. Humanity at its worst. God bless us all
Appeals to ethics and fairness, arguing that judging immigrants is shameful and that Canada was built by immigrants, invoking humanitarian principles.
KP-ok007
Jan 28, 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)