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
Absolute tragedy this stuff is taking place.
Absolute tragedy this stuff is taking place.
Expresses moral disapproval of immigration practices without elaborating specifics, framing the situation as a tragedy.
BehKett
Jan 27, 2026
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Defends Indian immigrants against stereotyping by arguing that generalizations from one region are unfair and won't necessarily transfer to Canada.
DUK-dy6zk
Jan 27, 2026
what one of the first indian old men you interviewed i think had an amazing point. There is no reason you should choose to immigrate to another country and continue to push your culture on …
what one of the first indian old men you interviewed i think had an amazing point. There is no reason you should choose to immigrate to another country and continue to push your culture on everyone in said country.
Commenter argues that immigrants should not 'push their culture' on the host country, framing cultural assimilation as an ethical obligation.
LandOnMyHill
Jan 27, 2026
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Appeals to historical justice and Native American rights to argue against immigration restrictions based on ancestry.
AdamnW
Jan 27, 2026
4:52 but there racist against whites ?
4:52 but there racist against whites ?
Raises fairness/justice concern about reverse discrimination, framing white people as victims of racism.
christiancrow
Jan 27, 2026
This is disgusting
This is disgusting
Brief moral condemnation without elaboration, expressing disapproval on ethical grounds.
Moral Argument
0.75
SamSam-qm1li
Jan 27, 2026
What's bullshit is letting homeless white people tell you the brown people aren't paying taxes.
What's bullshit is letting homeless white people tell you the brown people aren't paying taxes.
Challenges a perceived injustice (homeless people making claims about immigrants) while invoking racial categories, mixing fairness critique with identity framing.
marcellevesque2442
Dec 30, 2025
The guy at 3:15 is looking at things with a bit of romantic hindsight. He has no idea what it was like back in the thirties and I'm sure they were taking a lot of …
The guy at 3:15 is looking at things with a bit of romantic hindsight. He has no idea what it was like back in the thirties and I'm sure they were taking a lot of welfare and engaging in crime back then. He just never saw it.
Challenges a nostalgic historical perspective by arguing that past immigrants also engaged in negative behaviors, questioning selective memory and fairness in historical judgment.
Moral Argument
0.75
WillJacobs-d3m
Dec 11, 2025
Most of these people unfortunately are Economic refugees!! Economic refugee crisis is a result of western countries pillaging the underdeveloped countries through corporations
Most of these people unfortunately are Economic refugees!! Economic refugee crisis is a result of western countries pillaging the underdeveloped countries through corporations
Frames immigration as a consequence of Western corporate exploitation of developing nations, appealing to historical justice and systemic responsibility.
karimnathoo5402
Dec 24, 2025
Thank you world for not supporting American economy and a military state country!
Thank you world for not supporting American economy and a military state country!
Appeals to ethical principles by thanking the world for not supporting what the commenter views as an unjust political system.
jaesea-g6s
Dec 9, 2025
As it should be........not a problem
As it should be........not a problem
Expresses approval of reduced travel as ethically justified, appealing to what 'should be' done.
Moral Argument
0.75
terrypolk8894
Dec 9, 2025
Indian light to speak their language, culture,.... And the equally support and love other cultures language systems and respect everyone equally in the world.... A Zoraster from Iran, a Syrian Christian or a Jew, or …
Indian light to speak their language, culture,.... And the equally support and love other cultures language systems and respect everyone equally in the world.... A Zoraster from Iran, a Syrian Christian or a Jew, or a Tibetan Buddhist...who came to India... Indian not amazing people believe me guys
Advocates for equal respect and support of diverse cultures and religions, appealing to principles of fairness and human dignity.
LifeinCanada-m3i
Nov 22, 2025
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
The guy with a bike needs to learn that his grandfathers stole Canada from the Indians! 😂Calling Africans useless shows how low IQ he has.
Combines a historical moral argument about colonial theft with a dehumanizing false claim about intelligence, primarily framed as ethical critique.
Iyassu-k8d
Jan 27, 2026
Shameful and disgusting what a joke this crap must stop I cannot believe this shit
Shameful and disgusting what a joke this crap must stop I cannot believe this shit
Expresses moral disapproval of immigration policy using emotional language about shame and disgust.
Moral Argument
0.75
gl-pj1kf
Nov 21, 2025
Out of so many people those degenerate glorified thieves (“people in AI”) are your concern? Are tou joking? You can easily replace them with AI or if not hire these types remotely overseas much cheaper. …
Out of so many people those degenerate glorified thieves (“people in AI”) are your concern? Are tou joking? You can easily replace them with AI or if not hire these types remotely overseas much cheaper. What a joke.
Im not interested in immigration stuff but I am happy this law passed since it gives some justice to these vile people.
Uses dehumanizing language ('degenerate thieves') to make a moral judgment about certain immigrants while discussing economic alternatives.
Wandrative
Nov 21, 2025
Either Canada belong to no one or Canada belongs to everyone ! We can't play favourite until we consult the real people of this land who were not interviewed ! lol Canada is a circus …
Either Canada belong to no one or Canada belongs to everyone ! We can't play favourite until we consult the real people of this land who were not interviewed ! lol Canada is a circus people take it too seriously !
Appeals to fairness and consultation principles regarding Indigenous sovereignty, with ironic/satirical tone about Canadian governance.
RA6162
Oct 27, 2025
All I see is a group of people who were friendly and nice to you, while you platformed low-lifes and junkies to denigrate them.
All I see is a group of people who were friendly and nice to you, while you platformed low-lifes and junkies to denigrate them.
Critiques the video's framing and editorial choices, arguing it unfairly represents a community by platforming negative examples.
ifeanyianene6770
Nov 2, 2025
this is the definition of COLONIZATION
this is the definition of COLONIZATION
Uses the loaded term 'colonization' to frame immigration as an ethical violation and injustice, appealing to moral principles.
rachelk8368
Oct 10, 2025
Disgusting and unexceptionable……….this CANADA.
Disgusting and unexceptionable……….this CANADA.
Expresses moral disapproval of current immigration situation in Canada with strong emotional language.
barbhamelin5758
Oct 4, 2025
This is why other international students suffer — because of those who went missing and are staying illegally. Shame on them. Some of them show up during the exam only.
This is why other international students suffer — because of those who went missing and are staying illegally. Shame on them. Some of them show up during the exam only.
Expresses moral disapproval of illegal immigration and academic fraud by international students, framing it as unfair to legitimate students.
OptimisticDreamer-x4m
Oct 5, 2025
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)