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
Without Immigrants ( regardless of race) Canada would be a mess
Without Immigrants ( regardless of race) Canada would be a mess
Defense of immigrants on ethical grounds, arguing that Canada depends on immigration regardless of race.
daudakamara728
Feb 25, 2026
no one is illegal on stolen land
no one is illegal on stolen land
Invokes historical injustice (stolen land) as a moral argument against immigration restrictions, framing the issue through indigenous rights.
Jungminghee
Feb 3, 2026
Mr. Trudeau you did support Israel during this genocide and that is not forgivable! Wake up and reinstate international law and support a UN that prevents genocide!
Mr. Trudeau you did support Israel during this genocide and that is not forgivable! Wake up and reinstate international law and support a UN that prevents genocide!
Appeals to international law and genocide prevention as moral imperatives, with a call to reinstate legal frameworks.
@Antarctica2025
Mar 4, 2025
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None …
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people.
Secondly, I am not Indian but Indians have controlled all the big businesses Canada has.
Third None white people will take over this stolen land , the reason is they work harder than the fat guy on the bike, that fat guy on the bike being racist against the 54 African countries show his true color. He was born in Canada and he can't even afford buying a $3,000 vehicle, he rides $50 dollars bike in -30 Canada winter because he is lazy and racist. The lazy and racist people can't even afford a good lifestyle!!! Indians and Africans owns big real estate properties and business. But the fat racist guy on the bike can only afford KFC Toonie Tuesday 2 dollars chicken and Burger Kings 3 dollars Burger.
Again NO ONE IS ILLEGAL ON STOLEN LAND 😅😂 GOD BLESS INDIANS 🙏 GOD BLESS AFRICANS
THE RACIST WILL DECLINE
The comment makes moral arguments about stolen land and justice while asserting identity claims about racial groups and their economic success, framed as a counter to perceived racism.
AnatoliAlexandro
Jan 27, 2026
I believe in equality and countries should be charged the same amount they are being charged. I also believe that one country should not financially support another country with its money or military without compensation.
I believe in equality and countries should be charged the same amount they are being charged. I also believe that one country should not financially support another country with its money or military without compensation.
Expresses ethical principles about equality and fair treatment between nations, framed as a moral position on international relations.
@2bdeterminedintime
Mar 4, 2025
This man is exactly what a politician and a human being should be....
This man is exactly what a politician and a human being should be....
Expresses approval based on ethical ideals about what politicians and humans should be.
Moral Argument
0.85
@leslieplett7062
Mar 4, 2025
Disgraceful. We love Canada.. it's not America it's one person and his enablers
Disgraceful. We love Canada.. it's not America it's one person and his enablers
Expresses moral disapproval ('Disgraceful') of leadership while asserting Canadian identity and values ('We love Canada').
@anthonybernabei2000
Mar 4, 2025
Trump is horrible!
Trump is horrible!
Simple value judgment condemning Trump as 'horrible' without specific policy or evidence cited.
Moral Argument
0.85
@staymad9916
Mar 4, 2025
0:37 I think your ancestors not invaded Canada and dnt harmed Native Americans Do you White Trash have any Morality left or its totelly burkrupt 💯🤬🤬🤬🤬
0:37 I think your ancestors not invaded Canada and dnt harmed Native Americans
Do you White Trash have any Morality left or its totelly burkrupt 💯🤬🤬🤬🤬
The comment invokes historical injustices and moral bankruptcy as arguments against white Canadians, framing immigration through ethical accountability.
bhalkitoday8267
Jan 30, 2026
Bravo, Canada! Americans brought this on themselves (and sadly, the rest of the world). I hold every person who voted for Trump PERSONALLY responsible for every vile deed committed by their cult leader.
Bravo, Canada! Americans brought this on themselves (and sadly, the rest of the world). I hold every person who voted for Trump PERSONALLY responsible for every vile deed committed by their cult leader.
Expresses moral judgment about Trump voters' responsibility for harmful actions, framed as ethical accountability rather than identity-based positioning.
@heebiegeebie1003
Mar 4, 2025
Shouldn't this country be of the people, by the people, and for the people. This guy is for billionaires, not the common folks. That doesn't sound that he's for the people. Elon Musk, come on! …
Shouldn't this country be of the people, by the people, and for the people. This guy is for billionaires, not the common folks. That doesn't sound that he's for the people. Elon Musk, come on! He's the riches man in the world.
Appeals to democratic principles and fairness, arguing that leadership should serve common people rather than billionaires.
@angmarti64
Mar 4, 2025
Trump is an ENEMY to the well being of the United States and the world. He is NOTHING but a Putin puppet, and he's going to destroy America's economy. WHY are we allowing it?
Trump is an ENEMY to the well being of the United States and the world. He is NOTHING but a Putin puppet, and he's going to destroy America's economy. WHY are we allowing it?
Frames Trump as enemy and threat to wellbeing, with moral condemnation and call for accountability.
@catenystrom6506
Mar 4, 2025
This government is racist and Facist. Every person has a right to be there no matter what
This government is racist and Facist. Every person has a right to be there no matter what
Appeals to universal human rights and justice while condemning government policy as discriminatory.
benjaminfranklin4760
Dec 26, 2025
Trump and his bunch are just insane.
Trump and his bunch are just insane.
Brief moral condemnation of Trump and associates as 'insane,' appealing to sanity/rationality as ethical standard.
Moral Argument
0.85
@mariohelbig9877
Mar 4, 2025
It isn't Anti-Americanism, it is Anti-Trump. The cancer in the world right now is Convict Trump. America, do your part and remove your Dictator.
It isn't Anti-Americanism, it is Anti-Trump. The cancer in the world right now is Convict Trump. America, do your part and remove your Dictator.
Frames Trump as a moral threat ('cancer') and calls for removal based on ethical grounds, while distinguishing anti-Trump sentiment from anti-Americanism.
@BCIronThunder
Mar 4, 2025
This braakes my heart and I am ashamed of my country, the U.S.A
This braakes my heart and I am ashamed of my country, the U.S.A
Expresses shame and moral disapproval of U.S. government actions, framed as a personal ethical stance about national identity.
@caseybemis2403
Mar 4, 2025
That's how a reasonable, intelligent, moral, truthful head of state sounds. As opposed to the clinically insane, stupid, immoral, lying criminal Donald Trump. Why did you Americans elect this fascist idiot??
That's how a reasonable, intelligent, moral, truthful head of state sounds. As opposed to the clinically insane, stupid, immoral, lying criminal Donald Trump. Why did you Americans elect this fascist idiot??
Appeals to moral and ethical principles (reason, intelligence, morality, truthfulness) to contrast Trudeau favorably with Trump.
@Etothe2iPi
Mar 4, 2025
Trudeau .. thank you for having the courage to speak up when the gutless politicians of America, rape the people of their dollars and opportunities, ie. little hitler (trump) and little himmler(musk) the new age …
Trudeau .. thank you for having the courage to speak up when the gutless politicians of America, rape the people of their dollars and opportunities, ie. little hitler (trump) and little himmler(musk) the new age fascists of American Politics.
Praises Trudeau for moral courage against perceived fascism and exploitation, framing support as an ethical stance against injustice.
@barrymackaben6534
Mar 4, 2025
Any other past president in history would call Trump treasonous. Even Nixon.
Any other past president in history would call Trump treasonous. Even Nixon.
Invokes historical precedent and moral judgment (treason) to critique Trump's actions, comparing him unfavorably to past presidents.
@domosaur909
Mar 4, 2025
This American is 100% ashamed of, and embarrassed by, the actions of our government toward our own people and our allies and of course our dear friend Canada. My cohorts hope and pray we can …
This American is 100% ashamed of, and embarrassed by, the actions of our government toward our own people and our allies and of course our dear friend Canada. My cohorts hope and pray we can regain our sanity as a country and return to a nation of good values, not one governed by greed and hate.
Appeals to ethical values and national character while expressing shame and support for allies, grounded in moral principles.
@amywood124
Mar 4, 2025
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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)