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
Search & Filter
Moral Argument
2,863 comments
What the bike guy is actually ssying is pure hate like ehat the f did the Muslim did or the afticans the question was about india and why he treats Islam as a race by …
What the bike guy is actually ssying is pure hate like ehat the f did the Muslim did or the afticans the question was about india and why he treats Islam as a race by saying the muslims? It's wierd that everyone in the comments is okay with what he said ( racism)
Accuses someone in the video of racism and hate speech, appealing to ethical principles while critiquing other commenters' acceptance of discriminatory remarks.
Red_woo
Feb 21, 2026
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this …
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this solve the problem
Frames immigration as ethically problematic by arguing immigrants take opportunities from natives, combining fairness concerns with economic logic.
ALee1990
Jan 27, 2026
Pretty sure they exactly know why they're in Canada, to seek better life and it is completely disrespectful to lie about it in front of the cameras and expect anyone to accept you later. Some …
Pretty sure they exactly know why they're in Canada, to seek better life and it is completely disrespectful to lie about it in front of the cameras and expect anyone to accept you later. Some say they just love themselves too much but I'd rather say they are straight out lying about their real motives all the time.
Criticizes immigrants for dishonesty and misrepresenting motives, framing it as a fairness and integrity issue.
vyrkv
Jan 27, 2026
most people are speaking out of racism not reality at all
most people are speaking out of racism not reality at all
Critiques anti-immigration discourse as rooted in racism rather than factual concerns, appealing to fairness and evidence-based reasoning.
Moral Argument
0.80
ksgilldeep
Sep 19, 2025
As an Indian.. it's totally unfair if someone goes on their country illegally with fake visa stuffs...
As an Indian.. it's totally unfair if someone goes on their country illegally with fake visa stuffs...
An Indian commenter expresses moral opposition to illegal immigration and visa fraud, combining identity positioning with ethical judgment.
be_like_aghorie
Sep 24, 2025
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
Frames immigration tensions as a universal human problem rooted in jealousy and resentment, appealing to broader principles about human nature.
satishram2945
Sep 22, 2025
Did you hear what he said we are all same we all pray to one god respect the human being while you christian cant even stand one another, Methodist church, chatolioc church, st petter church …
Did you hear what he said we are all same we all pray to one god respect the human being while you christian cant even stand one another, Methodist church, chatolioc church, st petter church Mormons church you are divided
Appeals to universal human respect and religious unity while criticizing Christian divisions, framing inclusivity as a moral principle.
Davidh741
Sep 21, 2025
SIMPLE: Sikhs look after their poor..WHITE folks? Not so much😅
SIMPLE: Sikhs look after their poor..WHITE folks? Not so much😅
Makes a comparative moral argument about community care practices across ethnic/cultural groups using humor.
fergon609
Sep 20, 2025
White Racist that Migrated from Europe and Hating Minorities. Native Americans Indigenous people are the First People. White Europeans Invaded Canada and Murdered Many of The Native American Indigenous People and The Native School Children …
White Racist that Migrated from Europe and Hating Minorities. Native Americans Indigenous people are the First People. White Europeans Invaded Canada and Murdered Many of The Native American Indigenous People and The Native School Children were Slaughtered and burned on school grounds. The White people are living on Stolen Land that belong to The Native American Indigenous People.
Appeals to historical injustice and moral principles regarding Indigenous land rights and European colonialism to counter anti-immigrant sentiment.
HeavenlySmith-n5n
Sep 19, 2025
Why do people keep assuming that you just jump the border and get into Canada? Keep crying. Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean …
Why do people keep assuming that you just jump the border and get into Canada? Keep crying.
Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean anyone came illegally. Is it our fault there are many of us? Most foreigners can’t even pass the IELTS to qualify for a study or work visa, so either accept it or move on.
Defends immigrants against unfair assumptions, appeals to fairness and legal process, while asserting immigrant identity and accomplishments.
hurmanbansal
Sep 21, 2025
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
Thousands of imigrants have rallied under the conservative banner during both provincial and federal election...this is a backstab, to propose to cut free healthcare for imigrants is very low
Thousands of imigrants have rallied under the conservative banner during both provincial and federal election...this is a backstab, to propose to cut free healthcare for imigrants is very low
Frames policy criticism as a betrayal and moral failing ('backstab'), appealing to fairness and principles rather than pure policy analysis.
@artaudintwari1103
Feb 20, 2026
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
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want …
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want but others can't.
Uses historical injustice (treatment of Native Americans) as a moral argument against restrictive immigration policies, invoking fairness principles.
kg.kg.3013
Feb 20, 2026
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
Donald Trump speaks Truth and is a man of integrity who seeks peace. Facts.
Donald Trump speaks Truth and is a man of integrity who seeks peace. Facts.
Assertion of Trump's integrity and peaceful intentions framed as factual moral claim.
@CB-ou4hi
Mar 4, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)