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
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best of them into your country both their natural resources god take bless them.
You too every good they have into your country america/Europe..you make their country look like ghetto and make yours look like paradise right ?so let me ask you this question please...isnt a crime for some living in ghetto later decide to live in paradise?go to India/africa all the best of the country have run to amarica and Europe...our police are corrupt..money made for their citizens to survive they will steal it hide it in western world,buying alot of properties all over the globe...
All this issue is what world leaders have to address without that immigration problem will never stop...until today i still believe the law of nature...nobody is illegal
Argues that wealthy nations' recruitment of talent from developing countries is morally equivalent to crime, invoking justice and fairness principles.
kingsleynjoku2833
Feb 15, 2026
And the always forgotten native Americans?
And the always forgotten native Americans?
Raises a justice/fairness concern about Indigenous peoples being overlooked in immigration discourse.
MegalopsykhiaLIN
Jan 27, 2026
Hey buddy don't spread false heartful narrative against specific country for some views and cheap and quick publicity don't be racist
Hey buddy don't spread false heartful narrative against specific country for some views and cheap and quick publicity don't be racist
Appeals to ethical principles against racism and false narratives, urging the creator to stop spreading divisive content.
satvik_008
Jan 27, 2026
Whites invaded countries, destroyed them looted trillions of dollars -> Upliftment, Amen. Others coming as immigrants -> Invasion 🤡
Whites invaded countries, destroyed them looted trillions of dollars -> Upliftment, Amen.
Others coming as immigrants -> Invasion 🤡
Uses ironic comparison of historical colonialism to modern immigration to critique double standards in moral judgment.
AvanishT20
Feb 6, 2026
casual racism and tyler laughing at it is crazy
casual racism and tyler laughing at it is crazy
Calls out racism as ethically problematic and criticizes the video creator's response to it.
Menace3108
Feb 5, 2026
Les immigrés doivent accepter un emploi salarié (souvent mal rémunéré), tandis que les locaux peuvent créer leur propre entreprise et ont d'autres options. Et les locaux continuent de se plaindre. Est-ce juste ?
Les immigrés doivent accepter un emploi salarié (souvent mal rémunéré), tandis que les locaux peuvent créer leur propre entreprise et ont d'autres options. Et les locaux continuent de se plaindre. Est-ce juste ?
Questions fairness of employment restrictions on immigrants versus opportunities for locals, appealing to justice.
dmitrykarpenko2271
Feb 14, 2026
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian …
This video is only made to appease the whites and it is evident
Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian Africans or Chinese are immigrants the only difference is them being in majority population
Appeals to fairness and hypocrisy, arguing that white Canadians/Americans are also immigrants and should not claim native status.
iconicsolos1234
Feb 13, 2026
Now the western hypocrites should know... How it feels when you invade other country's sovereignty. Here the Indians were firstly invited by the western governments to improve their own economies, because your own governments know …
Now the western hypocrites should know... How it feels when you invade other country's sovereignty.
Here the Indians were firstly invited by the western governments to improve their own economies, because your own governments know how incapable and lazy the locals are at the work and there these Indians are living with all the money they've hard earned and settling there been a problem for the locals.
In the same case, think how it feels in India where the western missionaries dumping the food and groceries to convert as many as Indians into the christianity 🤐 and breaching our culture and tradition. First the westerns try to change your mindset and then start judging other country people.
May be that is why you people always called as double standards citizens LOL 😄
Extended moral argument about Western hypocrisy, historical colonialism, and cultural imperialism, comparing treatment of immigrants across nations.
bttalks2199
Feb 13, 2026
If you whites are so tired of this shit then ban immigration losers, you are stealing the manpower we need for our development. The same future you stole from us with your colonialism and then …
If you whites are so tired of this shit then ban immigration losers, you are stealing the manpower we need for our development. The same future you stole from us with your colonialism and then you have the audacity to call us all sorts of names. Even if you may be right; remember that this is all your doing. Otherwise we know how clean London was even in the victorian era and how civilised you were when the Roman kicked your asses.
Appeals to historical injustice and fairness regarding colonialism while asserting group identity and blame, framing immigration as moral recompense.
songaesthetics8543
Feb 12, 2026
It's not a right to remain in Canada unless you are a citizen of Canada you do not.have the right to remain here and it can be taken away
It's not a right to remain in Canada unless you are a citizen of Canada you do not.have the right to remain here and it can be taken away
Makes a rights-based argument about citizenship and belonging, asserting that non-citizens lack the right to remain in Canada.
bankai1234561
Feb 11, 2026
YOU PEOPLE LITERALLY WIPE OUT NATIVE AMERICANS 🤣 AND NOW CLAMING IT . ITS STOLEN LAND.
YOU PEOPLE LITERALLY WIPE OUT NATIVE AMERICANS 🤣 AND NOW CLAMING IT . ITS STOLEN LAND.
Accuses Canada of genocide and land theft, using historical wrongs to delegitimize Canadian immigration restrictions.
OmSrivastava-q5i
Feb 12, 2026
Just give the land back to the 1st nations. Things will go right.
Just give the land back to the 1st nations. Things will go right.
Appeals to justice and historical reparations for Indigenous peoples as a moral solution to immigration and land issues.
CarlLeeRoyAdams
Feb 11, 2026
when sapping a country of its resources for hundreds of years makes the poor people immigrate to hopefully get a better future:
when sapping a country of its resources for hundreds of years makes the poor people immigrate to hopefully get a better future:
Appeals to historical injustice and fairness, contextualizing immigration as consequence of colonial resource extraction.
prot-b6y4w
Feb 6, 2026
7:03 - you’re standing in the middle of the road and impeding traffic. So much for blaming certain ethnic groups.!!!
7:03 - you’re standing in the middle of the road and impeding traffic. So much for blaming certain ethnic groups.!!!
Uses a specific example to challenge ethnic stereotyping, appealing to fairness and evidence-based judgment.
Moral Argument
0.80
yohankbjohn5171
Jan 27, 2026
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Appeals to historical justice and indigenous rights, framing immigration debate within broader ethical context of colonialism.
indian8724
Feb 11, 2026
Tyler you should start by moving back to Europe because North America belongs to native not Europeans
Tyler you should start by moving back to Europe because North America belongs to native not Europeans
Argues that Europeans have no moral standing to restrict immigration to North America given historical colonization of indigenous lands, appealing to historical justice.
reysri2695
Feb 11, 2026
okay but UK can occupy india for hundred of years - fuckin bullshit
okay but UK can occupy india for hundred of years - fuckin bullshit
Critiques historical British colonization of India as hypocritical compared to current immigration restrictions, appealing to fairness and historical justice.
np6263
Feb 10, 2026
Being proud of one’s country is good, but discarding another nation’s (especially the one you immigrate to) culture and customs and continuing to follow your own, even considering them better, that’s when the problem begins. …
Being proud of one’s country is good, but discarding another nation’s (especially the one you immigrate to) culture and customs and continuing to follow your own, even considering them better, that’s when the problem begins. When you leave a country for the purpose of immigration, only its memories should stay with you, nothing else
Appeals to fairness and cultural integration principles while critiquing immigrants who maintain their heritage, framed as ethical concern.
Zzz1244-w8m
Feb 10, 2026
I guess this can and should be considered as retribution for 300 years of British occupation and plundering and raping of the Indians in India. Isn't it hypocrite to just overlook this historical event?! I …
I guess this can and should be considered as retribution for 300 years of British occupation and plundering and raping of the Indians in India.
Isn't it hypocrite to just overlook this historical event?!
I mean, how does Indian even speak English?!!! Lol
Makes a historical justice argument about British colonialism as moral justification for immigration, with ironic commentary.
joshuabhujun3835
Feb 9, 2026
Yall are jsut racist. I have a friend who wroks at timmies w indians and the customers r racist asf even tho the customers r wrong
Yall are jsut racist. I have a friend who wroks at timmies w indians and the customers r racist asf even tho the customers r wrong
Accuses others of racism and defends immigrants based on ethical principles, supported by anecdotal evidence of workplace discrimination.
zueah23
Feb 11, 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)