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
At what point does the International Olympic Committee and other international sports bodies step in and ban the USA from the upcoming Olympics? \nTrump has made his position clear that he feels Russia is not …
At what point does the International Olympic Committee and other international sports bodies step in and ban the USA from the upcoming Olympics? \nTrump has made his position clear that he feels Russia is not at fault for anything that has happened in Ukraine. The debacle that went on in the Oval office on February 28th was not only disgusting, but it proved to me that the president is not willing to be a peaceful friend to anyone on a personal or global level. Today's tariffs only cements that proof. The framework is in place to make a strong case to ban USA from the Olympics and current future international sports events. I realize this would impact many good people, but a country hell bent on hating those fighting so hard for their freedom has no place on any playing field right now.
Commenter makes ethical arguments about international responsibility and proposes Olympic sanctions as consequence for perceived moral failures and geopolitical hostility.
@JB1982-o8s
Mar 4, 2025
This is devastating to the American people who did not vote for this current administration! This is nothing but insanity! Brilliant move on your part! Unfortunately, only the middle class & poor will suffer!
This is devastating to the American people who did not vote for this current administration! This is nothing but insanity! Brilliant move on your part! Unfortunately, only the middle class & poor will suffer!
Commenter appeals to fairness for those who didn't vote for the administration and expresses concern about economic harm to vulnerable populations.
@joannsilva4715
Mar 4, 2025
And to think half of Americans voted for that POS. ???
And to think half of Americans voted for that POS. ???
Expresses moral disapproval of Trump and those who voted for him, using derogatory language to signal ethical judgment.
@ilovejesusandilovegod8803
Mar 5, 2025
The politicians and heads of the banks are traitors to the Canadian people. It's unreal what they've done to this country
The politicians and heads of the banks are traitors to the Canadian people. It's unreal what they've done to this country
Accuses political and financial leaders of betrayal and harm to Canadians, combining moral condemnation with threat perception.
videomofo
Nov 25, 2025
The biggest joke is trudeau and canada, Period!
The biggest joke is trudeau and canada, Period!
Dismisses Trudeau and Canada as a 'joke,' combining moral judgment of leadership quality with identity-based national criticism.
@elucinator9982
Mar 5, 2025
It messed up were siding with Russia messed up all you people that bashing Ukraine are fucked up
It messed up were siding with Russia messed up all you people that bashing Ukraine are fucked up
Makes ethical judgment about geopolitical alignment, condemning those who criticize Ukraine support as morally wrong.
@changelivesheroes
Mar 4, 2025
Mr. Trudeau is right on and not afraid of the tyrant Donald idiot Trump, but guess who will have to pay for stupid move by the republican idiot that 75 mil. people voted, yes we …
Mr. Trudeau is right on and not afraid of the tyrant Donald idiot Trump, but guess who will have to pay for stupid move by the republican idiot that 75 mil. people voted, yes we will pay the price.
Defends Trudeau's stance as morally right while expressing concern about economic consequences for Canadians.
@tombost6582
Mar 4, 2025
Trump is great at making enemies. He is great at flubbing all the things that matter. \nWhy did some people vote for him? Sheer stupidity and a deeply-set hatred for those who Trump demonizes (the …
Trump is great at making enemies. He is great at flubbing all the things that matter. \nWhy did some people vote for him? Sheer stupidity and a deeply-set hatred for those who Trump demonizes (the poor, the non-white, the new immigrants).
Critiques Trump voters for stupidity and hatred, framing opposition to Trump as a moral stance against demonization of vulnerable groups.
@rr7firefly
Mar 4, 2025
It's not the first time Canada has changed. The first was when the Whites from Europe and UK colonized it and killed the first nations, enslaved and indoctrinated their kids into Christianity wiping out their …
It's not the first time Canada has changed. The first was when the Whites from Europe and UK colonized it and killed the first nations, enslaved and indoctrinated their kids into Christianity wiping out their own culture, religion & language. History is repeating itself....this time for good.
@ 2:11 "the country which they (immigrants) comes from is a shit hole", yes the same way EU & UK were a shit hole for when the colonizers from EU & UK arrived in Canada, US, Latin America they bought with them lots of viral diseases and infections. Whole of pre industrial EU & UK was very much a shit hole.
@ 8:55 "they live naked", well I guess this Polish man is trying to be like them.
Anybody not paying taxes, creating ruckus of any kind, stealing form anywhere, not following the rules of the state should be prosecuted irrespective of their nationality, religion, race, gender, color, ethnicity, etc.
Uses historical parallel of European colonization to argue current immigration opposition is morally justified as historical repetition, with calls for equal law enforcement.
actionhero5438
Sep 19, 2025
Another sad and humiliating day for our country. RED HATS are RESPOSIBLE.
Another sad and humiliating day for our country. RED HATS are RESPOSIBLE.
Expresses shame and assigns blame to a political group ('RED HATS') for national humiliation, appealing to collective dignity.
@adoptsalot
Mar 4, 2025
Know that at least half of Americans do NOT support Trump or the Republicans choosing to ally with Putin and against our historical allies. We no longer are the champion of the Free World or …
Know that at least half of Americans do NOT support Trump or the Republicans choosing to ally with Putin and against our historical allies. We no longer are the champion of the Free World or protectors and defenders of democracy. Trump will shake down every country to give the 1% even more wealth. This is not sustainable.
Critiques Trump's foreign policy as abandoning democratic leadership while warning of economic inequality and unsustainability.
@KS-ft7sy
Mar 4, 2025
The real victims are the working class people in both Canada and the U.S
The real victims are the working class people in both Canada and the U.S
Appeals to fairness and justice for working-class people affected by geopolitical tensions between nations.
@JaredynGoulet
Mar 4, 2025
This is so sad. The American government undermines its people.
This is so sad. The American government undermines its people.
Moral critique of American government for undermining its own people, implicitly contrasting with Canadian approach.
@JoseGutierrez-rw6tg
Mar 4, 2025
TRUMP IS A MONSTER!
TRUMP IS A MONSTER!
Brief moral condemnation of Trump using strong ethical language ('MONSTER') without elaboration.
Moral Argument
0.78
@Jetty1152
Mar 4, 2025
Canada was built on stolen money from Panjab used to kill natives
Canada was built on stolen money from Panjab used to kill natives
Identical to previous comment; moral critique of Canada's colonial history and treatment of indigenous peoples.
GuyBuddy-i6q
Sep 20, 2025
Africans are below McDonald's intelligence? That's a very ignorant thing to say considering the fact the in USA the most successful immigrants are Nigerians.
Africans are below McDonald's intelligence? That's a very ignorant thing to say considering the fact the in USA the most successful immigrants are Nigerians.
Counters racist claim with factual evidence about Nigerian immigrant success, appealing to fairness and accuracy.
rushnande3731
Jan 27, 2026
Maybe colonizers should have not pillaged India and created such a difference in living conditions that warranted mass migrations like these.
Maybe colonizers should have not pillaged India and created such a difference in living conditions that warranted mass migrations like these.
Appeals to historical justice and fairness by attributing immigration patterns to colonial exploitation and resulting inequality.
flashyash7
Feb 1, 2026
we know you guys dont want this nor does us true Americans want it. trump wants this to pretend like hes a tough guy to make him feel like a man for a split second …
we know you guys dont want this nor does us true Americans want it. trump wants this to pretend like hes a tough guy to make him feel like a man for a split second cause deep down he knows hes a disgusting person.
Critiques Trump's character and motivations on ethical grounds while claiming to speak for 'true Americans.'
@mewinthedark8513
Mar 4, 2025
Canada was built on stolen money from Panjab used to kill natives
Canada was built on stolen money from Panjab used to kill natives
Makes a moral critique of Canada's founding based on historical injustices (stolen wealth, violence against natives).
GuyBuddy-i6q
Sep 20, 2025
I have heard and seen Canadians get upset with Trudeau but they should be proud of him. Trudeau is a gentleman very professional and he is actually sane. Trump has a lot of loose bolts …
I have heard and seen Canadians get upset with Trudeau but they should be proud of him. Trudeau is a gentleman very professional and he is actually sane. Trump has a lot of loose bolts up there. The worst thing a leader can do is, betray their allies. Trump is a traitor!
Appeals to ethics and sanity as moral principles while comparing leaders and criticizing Trump as a traitor.
@emigdioobesovaldez7426
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)