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
One side accepts all as one and builds community, and the other side hates everyone who is different and isolates in their homes
One side accepts all as one and builds community, and the other side hates everyone who is different and isolates in their homes
Presents a moral dichotomy between acceptance/community-building versus hatred/isolation, framing immigration acceptance as an ethical position.
cohoparhar381
Sep 20, 2025
Basically all you did was amplify racist voices , you did no research of your own. Had no numbers on how much taxes the city of brampton collects but had to show a clip of …
Basically all you did was amplify racist voices , you did no research of your own. Had no numbers on how much taxes the city of brampton collects but had to show a clip of people saying they dont pay taxes. You had no numbers on how much food the gurudwaras and temples donate. All you were opposed to were large number of people from india living together.
Isn't that what happens in every immigrant community. Chinatown in SanFranscisco , Little Italy in Manhattan , Little Havana in Florida.
Critiques the video for amplifying bias and lacking evidence, appealing to fairness and comparing immigrant clustering to other ethnic communities.
rachitpant3357
Sep 19, 2025
It does not matter if you where born in Canada, unless you are from first nations, you are an immigrant too.
It does not matter if you where born in Canada, unless you are from first nations, you are an immigrant too.
Challenges the distinction between 'immigrants' and 'Canadians' by pointing out historical immigration, appealing to fairness and inclusive identity.
fredindie
Sep 19, 2025
Didn't the other whites move to Canada for a better life themselves? This is hypocrisy at it's best. The Sikhs and Hindus have contributed more to Canada than these east Europeans ever have and ever …
Didn't the other whites move to Canada for a better life themselves? This is hypocrisy at it's best. The Sikhs and Hindus have contributed more to Canada than these east Europeans ever have and ever will.
Appeals to fairness and hypocrisy, arguing that European immigrants did the same thing and comparing contributions of different groups.
nutronhammernutronhammer
Sep 19, 2025
West and America,if Sharia law is applied it's ok But someone provide meals and shelter to homeless it's not ok
West and America,if Sharia law is applied it's ok
But someone provide meals and shelter to homeless it's not ok
Critiques perceived double standards in how religious practices and social welfare are treated, appealing to fairness principles.
questionpoint6923
Sep 19, 2025
Cultural relativism is wrong. There are some cultures/practices that would better die out, either by force, or by slow decline. Promoting and protecting them in the end harms everyone.
Cultural relativism is wrong. There are some cultures/practices that would better die out, either by force, or by slow decline. Promoting and protecting them in the end harms everyone.
Philosophical argument about cultural practices and harm, framed as a moral/ethical position against cultural relativism.
AL-jz3jv
Sep 19, 2025
Europeans complaining that indians took their land while forgetting that they took this land from (native) indians. PS: im not an indian, just stating the bitter truth
Europeans complaining that indians took their land while forgetting that they took this land from (native) indians. PS: im not an indian, just stating the bitter truth
Appeals to historical justice and hypocrisy, pointing out moral inconsistency in European complaints about Indian immigration given colonial history.
ACE-r3o
Sep 18, 2025
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will …
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will have Have a Billion people coming in and taking all the resources from the locals.
Redirects blame from immigrants to government policy, appealing to fairness and responsibility while discussing resource management.
agzs7q5e
Sep 19, 2025
Sons and daughters of white colonial christians who butchered (k****ed) native indigenous populations 😅😅😅
Sons and daughters of white colonial christians who butchered (k****ed) native indigenous populations 😅😅😅
Uses historical moral argument about colonial violence to challenge the legitimacy of anti-immigration sentiment from European descendants.
DevendraSingh-bi5fq
Sep 19, 2025
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and …
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and now behaving like they are living there for generations
The commenter appeals to historical justice and hypocrisy, arguing white Canadians lack moral standing to object given their colonial history and displacement of Indigenous peoples.
rishabhpal9471
Sep 19, 2025
*WHITES GETTING PISSED NOW THAT THEY ARE SECOND CLASS...THE INDIANS WORK HARD AND DO WELL FOR THEMSELVES..THE WHITES LOOTED ALL OF THE LAND...THEY DID NOT WORK FOR IT*
*WHITES GETTING PISSED NOW THAT THEY ARE SECOND CLASS...THE INDIANS WORK HARD AND DO WELL FOR THEMSELVES..THE WHITES LOOTED ALL OF THE LAND...THEY DID NOT WORK FOR IT*
Appeals to fairness and justice by contrasting immigrant work ethic with historical land appropriation, framed as moral critique of racial hierarchy.
SATYAAMEVVJAYATE
Sep 19, 2025
DONT BLAME NEW IMMIGRANTS 😮.ALL YOUR FOURFATHERS WERE IMMIGRANTS TOO
DONT BLAME NEW IMMIGRANTS 😮.ALL YOUR FOURFATHERS WERE IMMIGRANTS TOO
Appeals to fairness and historical perspective, arguing against discrimination by reminding that all Canadians descend from immigrants.
khananwar5014
Sep 15, 2025
when you come into somebody’s house, you don’t shit and piss on their kitchen sink.
when you come into somebody’s house, you don’t shit and piss on their kitchen sink.
Uses metaphor to argue that immigrants must respect host country rules and culture, framed as a fairness/respect principle.
belmo4913
Sep 7, 2025
Hmmm I wonder how the folks who western countries colonized felt. They did NOT have a choice when their cultures where taken over and destroyed. I see this as the West gettng their Karma and …
Hmmm I wonder how the folks who western countries colonized felt. They did NOT have a choice when their cultures where taken over and destroyed. I see this as the West gettng their Karma and Trump is helping the process move along a lot faster.
Frames immigration as moral consequence or 'karma' for historical colonialism, using comparative historical reasoning.
midbreezy
Sep 10, 2025
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
Frames immigration as historical justice/karma for colonial actions, invoking moral reciprocity arguments.
ChrisPercival-v5c
Sep 5, 2025
It's about having THEM work all through COVID , while most stayed home safe . That's why they are here. They worked during COVID and now you wanna lick them out . Use your head.
It's about having THEM work all through COVID , while most stayed home safe . That's why they are here. They worked during COVID and now you wanna lick them out . Use your head.
Appeals to fairness and gratitude, arguing immigrants deserve protection because they worked during COVID while others stayed safe.
Moral Argument
0.80
Hydro-Ponik
Aug 29, 2025
why is racism against indians getting normalised? what made the guy behind the camera think he would be supported when the video will be posted online?
why is racism against indians getting normalised? what made the guy behind the camera think he would be supported when the video will be posted online?
Raises concerns about racism normalization and questions the ethics of the video creator's approach.
@anjaliii_i
Mar 4, 2025
Yeah. Read ur say to us. When you have to say you're not racist 14 times... You're racist.
Yeah. Read ur say to us. When you have to say you're not racist 14 times... You're racist.
Uses a rhetorical argument about racism and authenticity, appealing to ethical principles about truthfulness and prejudice.
Moral Argument
0.80
Soulminer1
Aug 26, 2025
I was taught when you go to Rome you do what the Romans do
I was taught when you go to Rome you do what the Romans do
Invokes a cultural assimilation principle ('when in Rome') as an ethical expectation for immigrants to adopt host country norms.
CoraFrancis-i6k
Aug 26, 2025
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause …
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause I’m sure that tourist who visit certain countries are expected to do the same . For example if I wanted to travel to a Middle Eastern Country I would have to wear a Burka or another form of head covering even though that’s not what I’m use to. So yea…If you can’t respect Canada for its culture STAY IN YOUR COUNTRY OF BIRTH AND STOP TRYING TO CONFORM CANADA INTO SUCH.
Appeals to fairness and reciprocal respect for host country culture; immigrant perspective arguing that newcomers have ethical obligation to assimilate and respect Canadian values.
angelivy4435
Aug 25, 2025
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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)