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
Donald Trump is like the chemical weapon called Agent Orange that was dropped on American soldiers during Vietnam. He’s a terrorist, felon, bigot and sex offender. And half America votes for him…supposedly. \nI implore you …
Donald Trump is like the chemical weapon called Agent Orange that was dropped on American soldiers during Vietnam. He’s a terrorist, felon, bigot and sex offender. And half America votes for him…supposedly. \nI implore you to call him Agent Orange going forward. He doesn’t deserve the role of Commander in Chief.
Uses moral language (terrorist, felon, bigot) to delegitimize Trump and calls for reframing his public identity.
@jessicapotter4832
Mar 4, 2025
The guy on the bike was pretty fucking racist!
The guy on the bike was pretty fucking racist!
Accuses someone of racist behavior, invoking ethical/moral judgment about conduct.
Moral Argument
0.80
wackyruss
Jan 27, 2026
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took …
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took away from most.😂
Appeals to historical justice and karma as moral justification for demographic change, framing European colonialism as deserving reciprocal consequences.
BizarreWorldWeLive
Jan 28, 2026
Trump is trying to disintegrate all his allies,thinking that he is the most powerful but back down with Russia. what a shameful..Big mistake of American people voting for Trump. Philippines watch out with Trump he …
Trump is trying to disintegrate all his allies,thinking that he is the most powerful but back down with Russia. what a shameful..Big mistake of American people voting for Trump. Philippines watch out with Trump he will Turn you UPSIDE DOWN.
Critiques Trump's actions as shameful and morally wrong, with comparative warnings to other nations.
@tharrie1
Mar 4, 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
They are not canada responsibility they are modi of india responsibility
They are not canada responsibility they are modi of india responsibility
Appeals to responsibility and duty, arguing India (not Canada) bears responsibility for Indian immigrants.
Moral Argument
0.80
tariqramadan1521
Nov 20, 2025
Who the hell voted for Dump? A convicted criminal, u voted for a criminal. And now that criminal is supporting Russia and North Korea, alienating our friends and allies, and doing what he said he …
Who the hell voted for Dump? A convicted criminal, u voted for a criminal. And now that criminal is supporting Russia and North Korea, alienating our friends and allies, and doing what he said he would do...become a dictator. Oh, but not help the US economy and reduce costs. Surprised? Not. I voted for Harris.
Frames Trump as a criminal and dictator, appealing to ethical concerns about democratic values and authoritarian governance.
@SEK-COJO_inmyheart
Mar 4, 2025
Ungrateful and no regard for ohter group of people at all. They are so selfish.
Ungrateful and no regard for ohter group of people at all. They are so selfish.
Appeals to ethical principles of gratitude and consideration for others, criticizing immigrant behavior on moral grounds.
Moral Argument
0.80
danteng12
Nov 9, 2025
He is so eloquent and intelligent, sharp contrast to the Orange Clown in the White House. Poor Americans, the world feels sorry for those of you who realised that Trump was not a fit and …
He is so eloquent and intelligent, sharp contrast to the Orange Clown in the White House. Poor Americans, the world feels sorry for those of you who realised that Trump was not a fit and proper person to be in charge of anything.
Praises the speaker's intelligence and eloquence as moral virtues while comparing favorably to Trump and expressing sympathy for Americans.
@joskareichelt5788
Mar 4, 2025
This is a racist video, any immigrant working towards creating a better place for themselves is not a problem, they could have just went on welfare and you would be complaining about that. Stop looking …
This is a racist video, any immigrant working towards creating a better place for themselves is not a problem, they could have just went on welfare and you would be complaining about that. Stop looking at others and being player haters, those complaining are people who had a few hundred years head start and renting from these people now and are ashamed of themselves.
Defends immigrants on ethical grounds, arguing against racism and appealing to fairness and human dignity.
SpiritualGangsterscanada
Nov 12, 2025
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter
You’re content getting weaker
Identical to previous comment; references tragedy to critique the video's ethical approach.
HH-fs1uu
Jan 28, 2026
Trump is NOT smart. He is EVIL.
Trump is NOT smart. He is EVIL.
Makes a moral judgment characterizing Trump as evil rather than presenting policy critique or factual claims.
Moral Argument
0.80
@RosemaryStewart-n6m
Mar 4, 2025
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter
You’re content getting weaker
References a tragic real event to critique the video's ethical framing and content quality.
HH-fs1uu
Jan 28, 2026
The US cannot fight the world. These are treating partners and friends. Trump is evil.
The US cannot fight the world. These are treating partners and friends. Trump is evil.
Frames Trump's actions as morally wrong ('evil') while critiquing foreign policy decisions regarding allies.
@DonaldJohnson-zn1qw
Mar 4, 2025
The US is our biggest ally here in Costa Rica but I can´t agree with what Trump did, does and will continue to do. Disrespectful to all countries. I'm sure the majority here are rooting …
The US is our biggest ally here in Costa Rica but I can´t agree with what Trump did, does and will continue to do. Disrespectful to all countries. I'm sure the majority here are rooting for Canada and Mexico.\nIts time for the world to remind the US that they need us all and not the other way around.
Appeals to respect and fairness principles while expressing support for Canada and Mexico against perceived disrespect.
@littlepizzacr
Mar 4, 2025
At this present time and in this current governmental climate, I do believe that changing a leader now would hurt Canada. Trudeau has first hand experience and has dealt with Trump and his tantrums, this …
At this present time and in this current governmental climate, I do believe that changing a leader now would hurt Canada. Trudeau has first hand experience and has dealt with Trump and his tantrums, this isn’t Trudeau’s first rodeo. I am concerned with Trump antics another leader could be influenced with charm and falsehoods which Trudeau has already confidently stood up against.\nAnd for a moment, let’s think a little bit further out of the box. This isn’t about fentanyl as Prime minster Trudeau pointed out. This is about making life for Canadians extremely difficult and chaotic. It’s to bring division between the United States and Canada, and with Trump joking and jokes are not jokes sometimes they become reality Canada being a 51st state. Trump Being friends with Putin, with Russian ships in our Arctic Ocean think on this for a minute. Putin decided to invade Ukraine to expand his make believe empire. President Trump and Vladimir Putin working together. Hasn’t Trump said he wants Canada to be part of the USA and wants our Prime Minister to be a governor how insulting. How very insulting to the Canadian people who not just live in Canada, but are also united Canadians.
Argues for keeping Trudeau based on ethical concerns about Trump's influence, division, and sovereignty threats to Canada, appealing to national values and fairness.
@mtl6405
Mar 4, 2025
Racist stereotypes enforcing,back to back clips of durty indian looking people india is cery diverse country it has all skin tones bro sone people look chinese,brown,people have dark dkin sone have white bro just stop …
Racist stereotypes enforcing,back to back clips of durty indian looking people india is cery diverse country it has all skin tones bro sone people look chinese,brown,people have dark dkin sone have white bro just stop this nonsense mf you will be eliminated racist whity 🤡🤡
Accuses the video of promoting racist stereotypes and calls for ethical treatment, while asserting India's diversity and condemning racism.
BrainyAthelete
Jan 28, 2026
Your enemy isn't the brown people. It's the 1% that brought in millions to suppress wages. A lot of these Indians are victims. They have come here with massive debt. They'll be in debt for …
Your enemy isn't the brown people. It's the 1% that brought in millions to suppress wages. A lot of these Indians are victims. They have come here with massive debt. They'll be in debt for the rest of their lives.
A certain class of people wanted tax revenue from all these immigrants, wanted rents to keep going up and wanted home prices to climb during a global pandemic.
The majority of the Indians are not criminals. But yea, racists gonna racist
Appeals to fairness and justice by redirecting blame from immigrants to wealthy elites, defending immigrants as victims while condemning racism.
madtrini
Oct 2, 2025
Put a convicted criminal as president, what could possibly go wrong?
Put a convicted criminal as president, what could possibly go wrong?
Rhetorical question highlighting the ethical problem of electing a convicted criminal, appealing to standards of fitness for office.
@kyojima7190
Mar 4, 2025
They come to Canada legally where they get free healthcare and welfare yet , want to go to the USA as someone undocumented. They're selfish and ungrateful. ʻ
They come to Canada legally where they get free healthcare and welfare yet , want to go to the USA as someone undocumented.
They're selfish and ungrateful. ʻ
Frames immigrants as ungrateful and selfish for accessing Canadian benefits while seeking to leave, appealing to fairness and reciprocal obligation.
MichaelLawrence-u3x
Jan 28, 2026
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)