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
14:48 - uh, what now? hasnt Modi been running on Hindu Nationalism and has specifically targeted the Muslim population? Lol this guy is doing a good job when a camera is on him.
14:48 - uh, what now? hasnt Modi been running on Hindu Nationalism and has specifically targeted the Muslim population? Lol this guy is doing a good job when a camera is on him.
Questions the credibility of a political figure by comparing public behavior to alleged private actions regarding religious persecution, appealing to ethical consistency.
Mo.Jo.
Oct 3, 2025
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
Appeals to fairness and logical consistency—immigrants should not recreate the conditions they fled—framed as an ethical principle about cultural integration.
investor.z
Oct 3, 2025
In a sense, this tariff war is a sign of humility. We as society consume too much, with things we don't need, but waste. Feed the hungry and house the homeless
In a sense, this tariff war is a sign of humility. We as society consume too much, with things we don't need, but waste. Feed the hungry and house the homeless
Appeals to ethical principles about consumption, waste, and social responsibility in response to tariff tensions.
Moral Argument
0.80
@anthonyvu2469
Mar 4, 2025
Trump that’s what a statesman sounds like, not an ignorant ,childish bully! You’re a disgrace!
Trump that’s what a statesman sounds like, not an ignorant ,childish bully! You’re a disgrace!
Commenter contrasts Trudeau as a statesman with Trump as a bully, appealing to ethical standards of leadership conduct.
@LesleyBramley-g5f
Mar 4, 2025
Everyone knows what’s being done is wrong. The only difference is whether you’re on the take, or one of the victims. Truly disgusting what’s happening in our country.
Everyone knows what’s being done is wrong. The only difference is whether you’re on the take, or one of the victims. Truly disgusting what’s happening in our country.
Appeals to ethics and justice ('wrong,' 'disgusting') while criticizing government actions and corruption.
TheOwenator94
Oct 1, 2025
Imagine hating people just because of skin colour. 😂 Don't forget whites also invaded america be calm
Imagine hating people just because of skin colour. 😂 Don't forget whites also invaded america be calm
Appeals to fairness and ethics by criticizing racial discrimination while invoking historical comparisons to contextualize the argument.
barcaculersindia
Jan 28, 2026
Have you ever wondered why the Roman empire and the Egyptian empire imploded. We are watching the reason. Trump and his white supremacy cabinet is garbage
Have you ever wondered why the Roman empire and the Egyptian empire imploded. We are watching the reason. Trump and his white supremacy cabinet is garbage
Uses historical analogy to make a moral argument that Trump's administration represents dangerous ideology and governance failure.
@3PacBack
Mar 4, 2025
As an immigrant, I support deporting immigration scammers
As an immigrant, I support deporting immigration scammers
Immigrant asserting ethical position that fraudsters should face consequences, framed as justice principle.
Whatifitoldyu
Oct 1, 2025
Trudeau is a true statesman. He is eloquent and respectable. He tells the truth and I believe him.
Trudeau is a true statesman. He is eloquent and respectable. He tells the truth and I believe him.
Commenter praises Trudeau using moral and character-based language (eloquent, respectable, truthful) to express support.
@kalindaburtenshaw4392
Mar 4, 2025
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. …
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. Now you white folks are beginning to suffer Indian Colonialism. I really don't feel sorry for you.
Appeals to historical justice and moral reciprocity, framing immigration as reversal of colonialism with identity-based positioning.
FranklinNewhart
Oct 1, 2025
Trump is so obviously a agent for Russia and a puppet for Putin. A petty school yard bully putting the world at risk.! He has the blood of many on his hands for walkng with …
Trump is so obviously a agent for Russia and a puppet for Putin. A petty school yard bully putting the world at risk.! He has the blood of many on his hands for walkng with a evil dictator supporting the deaths of many inocents in Ukraine!!! A traitor!!!!!! Impeach!!!!!!!!!!!
The commenter makes strong moral accusations of treason and evil, framing Trump as a threat to global security and innocent lives, combining moral judgment with threat rhetoric.
@veenacriddle1207
Mar 4, 2025
WHAT A STRANGE LADY TO SAY IT'S A TOUGH PILL TO SWALLOW TO BE A MINORITY HOW WOULD THE MINORITIES FEEL IT'S REALLY WEIRD SUCH A WEIRD PERSON AND MAYBE SHE FORGETS THAT HER BRITISH …
WHAT A STRANGE LADY TO SAY IT'S A TOUGH PILL TO SWALLOW TO BE A MINORITY HOW WOULD THE MINORITIES FEEL IT'S REALLY WEIRD SUCH A WEIRD PERSON AND MAYBE SHE FORGETS THAT HER BRITISH PEOPLE COLONIZE THOSE COUNTRIES AND TORE THEM APART AND STOLE 50 TRILLION AND GOLD SO THAT'S WHY THEY'RE ALL OVER THE WORLD
Commenter invokes historical injustice (colonization, theft) to argue against dismissing minority experiences, using moral reasoning to contextualize immigration debates.
abalu5547
Oct 1, 2025
Our closest friends don't boo out national anthem.
Our closest friends don't boo out national anthem.
Appeals to principles of respect and friendship, implying that booing the national anthem violates expected norms of conduct between allies.
@christian2225
Mar 4, 2025
We understand. We live just south of Lake Superior. We don't want this either but it's important that no country should bow to the United States. Let us be clear- Our president lack moral character …
We understand. We live just south of Lake Superior. We don't want this either but it's important that no country should bow to the United States. Let us be clear- Our president lack moral character and integrity and is no more trustworthy than Putin. Trump isn't concerned about Fentanyl, because if he was, he wouldn't be gutting the agencies that track it.
Appeals to principles of national sovereignty and moral character while criticizing Trump's integrity and contradictory drug policy.
@ErinOBrien-io9qm
Mar 4, 2025
Please ? understand that trumps policies don’t speak for US citizens. We are praying for change! Let God help us all . Let Peace be our Truth Now. He has lost his way , please …
Please ? understand that trumps policies don’t speak for US citizens. We are praying for change! Let God help us all . Let Peace be our Truth Now. He has lost his way , please ignore his poor choices.
Appeals to moral and spiritual principles (peace, prayer, God) while distancing US citizens from Trump's policies and expressing hope for change.
@cosmicflowstudio
Mar 4, 2025
I hate that one man can take control of our country and represent us as a whole. I do not side with trump and im so mad to see what he is doing
I hate that one man can take control of our country and represent us as a whole. I do not side with trump and im so mad to see what he is doing
Expresses concern about concentrated executive power and moral disapproval of Trump's actions.
@Monclersheisty2000
Mar 4, 2025
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? …
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? White people took over large swathes of land everywhere and killed the natives. Forget being America's 51st state, you're already India's 29th.
Counters perceived racism by invoking historical injustices and moral arguments about colonialism and hypocrisy.
vikramrao6391
Sep 29, 2025
Trump reminds me of Two Faces friends we have in our lives who are a betrayal of friendship. \nTrump says he doesn’t want war but sir you declared an economic COUP with your true friends …
Trump reminds me of Two Faces friends we have in our lives who are a betrayal of friendship. \nTrump says he doesn’t want war but sir you declared an economic COUP with your true friends which is dishonourable. \nWe Canadians stay stron together. You can go pet putin’s…..
Appeals to honor and betrayal (moral principles) while asserting Canadian solidarity and identity against Trump's actions.
@Simeenros
Mar 4, 2025
It's a shame for the fraudlent people, they are insulting and shaming yhe whole community. If found should be thrown out of Canada.
It's a shame for the fraudlent people, they are insulting and shaming yhe whole community. If found should be thrown out of Canada.
Appeals to fairness and community reputation, arguing fraudulent individuals should face deportation as a moral imperative.
harbhajansinghsambhi3650
Sep 30, 2025
I feel like the only opinions that should matter here are those of the First Nations peoples. Everyone else is talking as if they themselves aren’t immigrants
I feel like the only opinions that should matter here are those of the First Nations peoples. Everyone else is talking as if they themselves aren’t immigrants
Appeals to fairness and legitimacy by centering First Nations voices, implying other commenters lack standing to critique immigration.
mikedewine4694
Sep 23, 2025
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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)