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
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
If immigration is bad then the USA, Canada, Australia and New Zealand should have firstly remained populated and ruled by the native people not by white men from Europe. At least the immigrants of this …
If immigration is bad then the USA, Canada, Australia and New Zealand should have firstly remained populated and ruled by the native people not by white men from Europe.
At least the immigrants of this day and age are not carrying out mass murders unlike the forefathers of Tyler and other white settlers.
Makes a historical justice argument that modern immigration is more ethical than European colonization, appealing to fairness and human rights principles.
WaysOfSeeingbyDhirendra
Jan 27, 2026
who do you help by posting this? what do you gain besides increasing the normalization of racisms towards us?
who do you help by posting this? what do you gain besides increasing the normalization of racisms towards us?
Challenges the video creator's ethical responsibility by questioning whether the content normalizes racism and harms immigrant communities.
peeya4
Mar 1, 2026
Wow the racism in this video is mind blowing people dont even hesitate nowadays
Wow the racism in this video is mind blowing people dont even hesitate nowadays
Critiques the racism present in the video and comments, appealing to ethical standards.
ishpreetsingh5622
Oct 3, 2025
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 isn’t europe, did the thieving genociding european settlers assimilate to Native/Indigenous culture? exactly. The loot that the brittish empire stole from South Asia was used to built the colony known as canada, even more …
Canada isn’t europe, did the thieving genociding european settlers assimilate to Native/Indigenous culture? exactly.
The loot that the brittish empire stole from South Asia was used to built the colony known as canada, even more reason South Asians should be allowed to enjoy the benefits of the progress built on their ancestors blood and tears.
Cry harder. No one’s going anywhere, infact, there are non europeans in europe because your in this non european land, only fair.
Argues for South Asian immigration rights based on historical injustice and colonial exploitation, using comparative framing with European settlement and empire.
raycoe2927
Jan 27, 2026
WOW so disappointed by the comment section... I'm Canadian and I know it's completely stupid to blame the faults of our governments on immigrants
WOW so disappointed by the comment section... I'm Canadian and I know it's completely stupid to blame the faults of our governments on immigrants
Defends immigrants on ethical grounds, arguing it's 'stupid' to blame them for government failures.
UNTIEaINZ
Feb 3, 2026
“They walk around naked” while being half naked himself. The racism is through the roof at this point 😂
“They walk around naked” while being half naked himself. The racism is through the roof at this point 😂
Calls out hypocrisy and racism in another commenter's argument, appealing to fairness and consistency in moral judgment.
Moral Argument
0.88
adhithya2906
Oct 5, 2025
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
Trump betrayed all of the Americans!
Trump betrayed all of the Americans!
Simple moral condemnation of Trump for betraying Americans, framing his actions as a breach of trust and duty.
Moral Argument
0.88
@PengLee-u2t
Mar 4, 2025
Indians are not even 5% of canadas population and allready people are butthurt nd calling it an invasion.while most Indian people are honest, hardworking tax payers.white people who are progeny of genociders who stole a …
Indians are not even 5% of canadas population and allready people are butthurt nd calling it an invasion.while most Indian people are honest, hardworking tax payers.white people who are progeny of genociders who stole a nation from natives of Canada are complaining now.go to Europe nd u will know wt invasion is.u are going to make enemy out of a friend if u continue doing this
Defends Indian immigrants by appealing to fairness and historical justice, comparing Canada's colonial past to current immigration concerns.
RajaPuranik
Jan 28, 2026
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
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
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
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
This video incites hatred against many minority racial groups within Canada. The views of the persons interviewed are stereotypical and spreads misinformation as this video has been viewed an excess amount of times. Canada is …
This video incites hatred against many minority racial groups within Canada. The views of the persons interviewed are stereotypical and spreads misinformation as this video has been viewed an excess amount of times. Canada is a free and multicultural society that welcomes ALL people!
Appeals to Canadian values of multiculturalism and freedom while condemning the video for inciting hatred against minorities.
dellathe-nurse6623
Jan 29, 2026
All the ranting I see in comments is not to complain about immigration, it's to complain about brown immigrants. Seems like they're ok with European, UK, Irish, Aussie, Kiwis, etc who are white but not …
All the ranting I see in comments is not to complain about immigration, it's to complain about brown immigrants. Seems like they're ok with European, UK, Irish, Aussie, Kiwis, etc who are white but not with people of colour. Hypocrisy at the highest
Accusation of racial hypocrisy in immigration criticism, appealing to fairness and equal treatment principles.
Rai2175
Sep 19, 2025
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
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge …
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge problems with excess immigration and we can't meet the demands we are insinuating we can meet to potential immigrants. I also recognize that there is a a huge problem with Indian students being lured here under false pretences and this issue needs to be exposed. However, I don't think you should have given an openly racist person a platform to share their views and you laughed when they said obviously racist things. He said "I'm as racist as the next person" and you laughed. Sorry but what?! He is normalizing his racism and you are playing along. Just pick a different person to interview. He said "better indians than muslims, africans, etc....." Canada hasn't been around that long relative to other places. This guy came from immigrants like 1-2 generations ago. You probably got a lot of footage to choose from. Why him?
Commenter critiques the creator's editorial choice to platform a racist interviewee, arguing it normalizes racism and violates ethical standards despite acknowledging legitimate immigration policy concerns.
orangejulius-w8d
Feb 28, 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
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)