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
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop …
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop doing this shit if we dont come to your country you guys are done look how many universities and colleges are being closed you guys are so stupid you wanna become us use our stuff but hate indians you guys need to learn the history or did guys skip the class go and search how many indian ceo's are out there of many big companies
Defends Indian immigrants against stereotyping and discrimination while making arguments about economic contribution and fairness.
MahiChauhan-x9c
Mar 3, 2026
Another sad and humiliating day for our country. RED HATS are RESPOSIBLE.
Another sad and humiliating day for our country. RED HATS are RESPOSIBLE.
Expresses shame and assigns blame to a political group ('RED HATS') for national humiliation, appealing to collective dignity.
@adoptsalot
Mar 4, 2025
Problema de consciencia en Respeto Orden Organización Educacion. No Respetan Las Normas de Canadá 🇨🇦en Problema de este país primero son tus costumbre y después eres canadiense.. No seas sucio mantén el orden come con …
Problema de consciencia en Respeto
Orden Organización Educacion.
No Respetan Las Normas de Canadá 🇨🇦en Problema de este país primero son tus costumbre y después eres canadiense..
No seas sucio mantén el orden come con la boca cerrada báñate los olores son muy feos
Argues that immigrants should respect Canadian norms and cultural practices before claiming Canadian identity, framing it as a matter of respect and order.
jacqueline_4365
Feb 28, 2026
This just proves our preident is a fucking liar. He will never be trusted by any of our allies
This just proves our preident is a fucking liar. He will never be trusted by any of our allies
Condemns president as dishonest and untrustworthy, appealing to moral principles of honesty and reliability in leadership.
@joshramirez37
Mar 4, 2025
Maybe colonizers should have not pillaged India and created such a difference in living conditions that warranted mass migrations like these.
Maybe colonizers should have not pillaged India and created such a difference in living conditions that warranted mass migrations like these.
Appeals to historical justice and fairness by attributing immigration patterns to colonial exploitation and resulting inequality.
flashyash7
Feb 1, 2026
Trudeau is right in every aspect, Trump is an enemy of the free world
Trudeau is right in every aspect, Trump is an enemy of the free world
Makes a moral judgment that Trudeau is 'right in every aspect' and frames Trump as an enemy, appealing to values of freedom and righteousness.
@sl2136
Mar 4, 2025
How do you like these apples now . Ya'll voted for this.
How do you like these apples now . Ya'll voted for this.
Blames voters for consequences ('you voted for this'), implying moral accountability and responsibility for outcomes.
@sylviagarcia2837
Mar 4, 2025
I can't believe the people of the USA really elected him. Come on, you know Trump plays very dirty--I refuse to believe that the majority of voters are this brain dead. If our nation is …
I can't believe the people of the USA really elected him. Come on, you know Trump plays very dirty--I refuse to believe that the majority of voters are this brain dead. If our nation is this stupid then we deserve everything that is coming to us. PS: Trudeau, it's way too nice to tell Trump he's a smart guy--he's evil, not at all intelligent. Can we please stop conflating scheming, bullying and manipulation with intelligence---any dumb ass can scheme, bully and manipulate (the prisons are full with this kind of human being), but you actually have to be intelligent to collaborate, listen and manage.
Makes ethical arguments about Trump's character (evil, manipulative) and appeals to values of collaboration and intelligence over scheming.
@nicolettabarolini
Mar 4, 2025
Why does it matter to you why they're there? Why don't you make a video about how the white man stole North America from the native Indians?
Why does it matter to you why they're there? Why don't you make a video about how the white man stole North America from the native Indians?
Challenges the commenter's concern by invoking historical injustice (colonialism) as a moral counterargument to immigration criticism.
sanchezcarlos969
Jan 27, 2026
Taking advantage of a system is not to your benefit. Time to go .
Taking advantage of a system is not to your benefit. Time to go .
Appeals to fairness and ethical principles by condemning system exploitation, implying those who abuse systems should leave.
Mikinaak2023
Jan 19, 2026
trump is a bully trump doesnt care if prices go up hes rich
trump is a bully trump doesnt care if prices go up hes rich
Commenter critiques Trump's character and indifference to economic harm, appealing to fairness and concern for ordinary people.
Moral Argument
0.78
@padillaeddie2935
Mar 4, 2025
that white racist pig doesn't even know anything about the black people. I earn more in Africa than so many whites that I met during my years in China as an expert. Stealing African resources …
that white racist pig doesn't even know anything about the black people. I earn more in Africa than so many whites that I met during my years in China as an expert. Stealing African resources and claiming to be superior.
Makes ethical accusations about racism and resource exploitation while asserting counter-claims about economic achievement and group superiority.
AnthonyEze-l3u
Jan 27, 2026
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on Indians who are paying humongous sums to live in countries like Canada!! Big big difference!!! And yes it’s racism cuz you’re scared of the fact that someone more compatible is replacing you in wrk cuz of better skills, work ethics, and discipline!!
Invokes historical injustices (colonialism, genocide) as moral justification for current demographic changes, framing opposition to immigration as racist.
ns012k
Jan 27, 2026
Just stop Justin did you forget what did you do to as during the Covid, did you? You are evil person, it’s you who destroy Canadian nation
Just stop Justin did you forget what did you do to as during the Covid, did you? You are evil person, it’s you who destroy Canadian nation
Makes a moral judgment calling the PM 'evil' and accusing him of destroying the nation, framed as ethical condemnation.
@pj2308xd2
Mar 4, 2025
5:26 justice for Africans💔🥀
5:26 justice for Africans💔🥀
Appeals to justice for a specific group (Africans), expressing empathy and moral concern about fairness or treatment.
Moral Argument
0.78
AexpShorts
Jan 27, 2026
Reading as much as I could of the comments below, it is with great respect that we as human can still care for one another even when we are from different countries, continents, backgrounds an …
Reading as much as I could of the comments below, it is with great respect that we as human can still care for one another even when we are from different countries, continents, backgrounds an so one. Evil will always try to do it's thing and we must come together to abolish it. Being from different countries in this situation is not much we can do. Maybe stop importing from America, at least till this administration is gone in 4 years. The way it's going , America will lose a lot of it's allies and unless tyranny and dictatorship follows, we will vote the so called politicians out of office and claim our rights to a better way of life. Because now, America suffers and other countries will follow. And it is just the beginning. Learn how to become stronger and don't vote for convicted felon that is doing Russia's bid. Not sure how the followers can say with a straight face that what Trump is doing is for the betterment of our country . God bless us all.
Extended moral appeal for international human solidarity against tyranny, with embedded calls to action (boycott, voting) and warnings about Trump administration.
@adrianmuresan1
Mar 4, 2025
Seeeeeee white people. That’s what happens when you’re not kind to Native Americans and Black people that you used 🤪 it’s like on the freeway when you cut somebody off and then somebody else cuts …
Seeeeeee white people. That’s what happens when you’re not kind to Native Americans and Black people that you used 🤪 it’s like on the freeway when you cut somebody off and then somebody else cuts you off 😂😂😂
Uses a moral/karmic argument about historical injustices (treatment of Native Americans and Black people) to explain current outcomes, framed through identity categories.
cakesinthecity
Jan 27, 2026
Trump has no clue WTF he is doing. Just an idiot!
Trump has no clue WTF he is doing. Just an idiot!
Brief dismissive statement criticizing Trump's competence and judgment as a moral/character assessment.
Moral Argument
0.78
@nyahf
Mar 4, 2025
The real victims are the working class people in both Canada and the U.S
The real victims are the working class people in both Canada and the U.S
Appeals to fairness and justice for working-class people affected by geopolitical tensions between nations.
@JaredynGoulet
Mar 4, 2025
At least they are entering legally, what about the colonisation done by the europeans?
At least they are entering legally, what about the colonisation done by the europeans?
Counters immigration concerns by invoking historical injustice of European colonization as a moral comparison.
מילינד
Jan 27, 2026
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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)