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
there's nothing lite or funny about racism
there's nothing lite or funny about racism
The comment makes a moral judgment rejecting racism as unacceptable, appealing to ethical principles.
Moral Argument
0.85
jamesg4307
Feb 21, 2026
His best speech in 9 years. Sounds like a leader!
His best speech in 9 years. Sounds like a leader!
Evaluates leadership quality and presidential standards as normative judgment about speaker's performance.
Moral Argument
0.85
@raylouie5282
Mar 4, 2025
Put everything in gods hands, we are all brothers and sisters in christ. Take care of each other and have hope and faith.
Put everything in gods hands, we are all brothers and sisters in christ. Take care of each other and have hope and faith.
Appeals to religious and ethical principles of brotherhood and mutual care as a framework for addressing immigration.
@todayisanewday7
Mar 4, 2025
Donald is NOT a smart man and has done NOTHING ever for the people of the US.
Donald is NOT a smart man and has done NOTHING ever for the people of the US.
Commenter makes a character-based moral judgment that Trump lacks intelligence and has failed the American people.
Moral Argument
0.85
@valeri4593
Mar 4, 2025
Trump is a demented dumb dipstick.
Trump is a demented dumb dipstick.
Direct personal attack on Trump's character and competence without substantive policy critique.
Moral Argument
0.85
@trishturin4809
Mar 4, 2025
All the nations should invest heavily in education , science , tech , innovation , agriculture , energy, healthcare so that they are less dependent on other powerful countries!
All the nations should invest heavily in education , science , tech , innovation , agriculture , energy, healthcare so that they are less dependent on other powerful countries!
Appeals to fairness and justice through advocating for national investment priorities as a moral imperative for reducing dependency and inequality.
@ggwhhbb1822
Mar 4, 2025
Trump and his cronies in the Oval Office lead US to unbelievable n dump regrets to it's citizens n the world..Trump deliberately designed such which will have impacts for years to come..
Trump and his cronies in the Oval Office lead US to unbelievable n dump regrets to it's citizens n the world..Trump deliberately designed such which will have impacts for years to come..
Criticizes Trump administration on moral grounds for causing harm to citizens and the world, with emphasis on deliberate wrongdoing.
@TemoaHaktangihenua
Mar 4, 2025
Trump is a disease.
Trump is a disease.
Characterizes Trump as harmful/evil using disease metaphor, making a moral judgment rather than policy critique.
Moral Argument
0.85
@Crabbiy
Mar 4, 2025
If you aren’t indigenous, YOU ARE ALSO AN IMMIGRANT.
If you aren’t indigenous, YOU ARE ALSO AN IMMIGRANT.
Makes a fairness-based argument that non-indigenous Canadians are themselves immigrants, challenging the moral standing of anti-immigration complainants.
midnightcassettelibrary5171
Sep 19, 2025
They didn't put you at gunpoint to leave brampton, you just didnt want to live near them... The fact is you don't like their presence because they are from a poor country. Classic prejudice.
They didn't put you at gunpoint to leave brampton, you just didnt want to live near them... The fact is you don't like their presence because they are from a poor country. Classic prejudice.
Calls out prejudice and appeals to fairness by challenging discriminatory motivations based on national origin.
Moral Argument
0.85
lantherpagdi
Sep 19, 2025
Shame on all you "Canadians" in the comments. Real Canadians do not claim you racists. Disgusting video spreading misinfo, and hate. people like you are worsening the hate and racism in this country. "The greatest …
Shame on all you "Canadians" in the comments. Real Canadians do not claim you racists. Disgusting video spreading misinfo, and hate. people like you are worsening the hate and racism in this country. "The greatest illusion of this world is the illusion of separation. Things you think are separate and different are actually one and the same. We are all one people. but live as if divided." Again shame on all you blatant racists and bigots in the comments!!
Appeals to ethics and shared humanity, condemning racism and calling out commenters for bigotry.
Spike420
Sep 19, 2025
When white people complain about being invaded, while there are still mass graves of the natives they killed.
When white people complain about being invaded, while there are still mass graves of the natives they killed.
Uses historical injustice against Indigenous peoples to challenge the moral standing of those complaining about immigration.
dutch8296
Sep 19, 2025
How ironic the European immigrants crying over Indian immigrants. Your people snatched the land for our Native community. Our resources, our culture, our language got wiped out because of you people. It's strange being in …
How ironic the European immigrants crying over Indian immigrants. Your people snatched the land for our Native community. Our resources, our culture, our language got wiped out because of you people. It's strange being in majority and yet ranting over immigrants. Karma follows everywhere 😄😄
Invokes historical injustice against Indigenous peoples to argue that European Canadians have no moral standing to oppose immigration, framing current opposition as karmic consequence.
missbloodymary7403
Sep 19, 2025
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years ago, when Canada was being formed what would the title be????Inside Canada's European Invasion...😆😆. Why just Canada? Over two-third of the world would be sending you curses as you didn't let a single place alone out of your eagle grade eyes and claws(but only if there was youtube back then). Now you are sulking and whining when others give you a taste of your medicine. Learn to deal with it!!!
Europeans never brought a civilization of peace and tranquility to this country either, atleast Indians bring some colors,dynamism,entrepreneurship and hard work which aids its economy.
Argues that European colonization was morally equivalent to current immigration, using historical comparison to justify present-day demographic change as fair reciprocity.
shashankkatiha9439
Feb 9, 2026
America Canada Australia and New Zealand. All stolen land funny how a thief believes in his own lies .Makes sense why they support Europeans in the Middle East attempting to claim arab land. This disease …
America Canada Australia and New Zealand. All stolen land funny how a thief believes in his own lies .Makes sense why they support Europeans in the Middle East attempting to claim arab land. This disease will lead to their destruction. God's karma. R.I.P. to all the fallen natives
Comment frames immigration through a moral lens of historical injustice and stolen land, invoking divine retribution while asserting indigenous identity claims.
HamzaAli-z7c
Jan 28, 2026
At this point we can safely say that the government is complicit in these crimes
At this point we can safely say that the government is complicit in these crimes
Accuses government of complicity in crimes, framing immigration issues as a moral/ethical failure rather than policy disagreement.
@PenguinBlackheart
Feb 20, 2026
Personally I would never move to a country if I knew my presence would make life harder for everyone else. I especially wouldn't move to a country if the billionaires wanted me to move, I …
Personally I would never move to a country if I knew my presence would make life harder for everyone else. I especially wouldn't move to a country if the billionaires wanted me to move, I don't wanna be their pawn to lower wages. This is how you become hated, I'd much rather move somewhere that the natives are put first. I don't care about history in this context, my people were the first slaves, I don't care, what we do now as individuals is what matters, and these individuals in Canada are bad people.
The commenter appeals to ethical principles about not harming others while also invoking economic concerns about wage suppression by billionaires.
FriendlyHomie
Jan 29, 2026
Indian hate is so forced. They’re literally model minorities. People of a certain age just instinctively hate changing demographics compared to their childhood on principle, even the south Asian people who have lived in Canada …
Indian hate is so forced. They’re literally model minorities. People of a certain age just instinctively hate changing demographics compared to their childhood on principle, even the south Asian people who have lived in Canada for decades are scared lol
Defends Indian immigrants as 'model minorities' and critiques demographic anxiety as unfair prejudice based on age and principle.
user-wb8iu1hl6i
Sep 19, 2025
14:48 "biggest thing in Hinduism is that we don't negate anyone".... These same people literally created the concept of birth based caste system that DEHUMANIZES majority of the population as low caste & untouchable. He's …
14:48 "biggest thing in Hinduism is that we don't negate anyone".... These same people literally created the concept of birth based caste system that DEHUMANIZES majority of the population as low caste & untouchable.
He's lying. Actually no, he's in delusion, like many of these privileged caste/upper caste types. They genuinely DO NOT see anything wrong with their caste system.
Critiques the moral inconsistency of Hindu teachings on non-negation while the caste system dehumanizes populations, appealing to justice and human dignity.
MisterBakk
Sep 19, 2025
This is how a president should speak to its citizens!
This is how a president should speak to its citizens!
Appeals to standards of presidential conduct and leadership quality as a normative judgment.
Moral Argument
0.85
@deadvegas208
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)