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
If u feel sorry for CANADA, Remember they support genocide in Palestine
If u feel sorry for CANADA, Remember they support genocide in Palestine
Counters sympathy for Canada by raising a moral concern about Canadian foreign policy regarding Palestine.
@F0000-g2d
Mar 5, 2025
Trump is an idiot he is spoiling things for himself
Trump is an idiot he is spoiling things for himself
Makes a moral judgment about Trump's character and fitness for office, framed as criticism of his personal qualities and impact on others.
Moral Argument
0.75
@sangeetanelson913
Mar 5, 2025
America working with Russia and Putin is diabolical
America working with Russia and Putin is diabolical
Expresses moral condemnation of US-Russia cooperation using strong ethical language ('diabolical').
@hieeih6468
Mar 4, 2025
He's a criminal! A fake! He has no business being at white house, especially elon! He was not elected!
He's a criminal! A fake! He has no business being at white house, especially elon! He was not elected!
Makes moral accusations of criminality and illegitimacy against political figures.
@geminimex1
Mar 4, 2025
It is so weird to be impressed by normal behaviour and conduct! The felon rapist occupying the White House sure has changed the world. Mind boggling how stupid the US citizens really are for electing …
It is so weird to be impressed by normal behaviour and conduct! The felon rapist occupying the White House sure has changed the world. Mind boggling how stupid the US citizens really are for electing him. USA should truly be renamed: Dumbfuckistan! (Worst of luck to you in the future siding with North Korea, Russia and Hungary.... you know -The shit hole countries).
Makes sweeping moral condemnations of US citizens and leadership, framing the US as morally inferior to allied nations.
@heppo6
Mar 5, 2025
More leader need to speak this frankly to Trump and call out his bs and out and out lies. Everyone one with a brain can see Trump is an crazy narcissist who knows nothing about …
More leader need to speak this frankly to Trump and call out his bs and out and out lies. Everyone one with a brain can see Trump is an crazy narcissist who knows nothing about running a country for the people and it’s best interest, or understands what tariffs actually are and how they work. Trump only sees what Trump can gain personal and for his rich buddies.
Appeals to ethical leadership and calls for others to speak out against Trump's behavior, framed as a moral imperative.
@debt1306
Mar 5, 2025
how he is condemning Putin but still supports Netanyahu ... make that make sense
how he is condemning Putin but still supports Netanyahu ... make that make sense
Points out perceived moral inconsistency in condemning one leader while supporting another.
Moral Argument
0.75
@MariamSaad-i7f
Mar 5, 2025
Hurting Canada means hurting yourself..
Hurting Canada means hurting yourself..
Appeals to shared interest and mutual harm principle as a moral argument against actions that would hurt Canada.
Moral Argument
0.75
@JustinOHare-x7w
Mar 4, 2025
Trump....the Great Divider.\nCanada has been Americas ally through thick and thin for DECADES.\nNow he threatens his allies....but boy he respects his comrade eh?
Trump....the Great Divider.\nCanada has been Americas ally through thick and thin for DECADES.\nNow he threatens his allies....but boy he respects his comrade eh?
Appeals to fairness and loyalty, contrasting Canada's decades of alliance with Trump's divisive treatment while implying improper Russia relations.
@Norm_MacLeod
Mar 4, 2025
Can you insure the safety of us democratic voters please?\nDon't worry about the trump voters that realized they made a bad mistake, they deserve everything they got
Can you insure the safety of us democratic voters please?\nDon't worry about the trump voters that realized they made a bad mistake, they deserve everything they got
Appeals to protect democratic voters while making a moral judgment that Trump voters 'deserve' negative consequences, blending justice claims with identity division.
@laurabuona856
Mar 4, 2025
I don’t like Justin but good on him .
I don’t like Justin but good on him .
Expresses qualified approval of a political figure's action despite personal dislike, suggesting an ethical judgment that the action is right regardless of the actor.
Moral Argument
0.75
@sureyyaekinci4630
Mar 5, 2025
Donald Duck is a joke.. Wonder why the Americans chosen such a joker? Billionaire so what? He doesn't care about anything
Donald Duck is a joke.. Wonder why the Americans chosen such a joker? Billionaire so what? He doesn't care about anything
Criticizes a political leader's character and values (lack of care), framed as a moral judgment about fitness for leadership.
@zhichun4502
Mar 5, 2025
We need an adult president such as this ????
We need an adult president such as this ????
Appeals to leadership qualities and maturity as moral virtues, with implicit comparison to other leaders.
@patsimmons3123
Mar 4, 2025
Remember who he is! Lying, thieving, cheating, ass!
Remember who he is! Lying, thieving, cheating, ass!
Makes moral character judgments about Trump using ethical language (lying, cheating, thieving).
Moral Argument
0.75
@scottman7357
Mar 5, 2025
Donald trump thinks that he's running a Mafia at the white house I don't know how the hell he became He wants to put money in his pocket And wants to destroy America Which he …
Donald trump thinks that he's running a Mafia at the white house I don't know how the hell he became He wants to put money in his pocket And wants to destroy America Which he is not Which he is not making American gray But make making America weak America needs allies So allies Stand together Immunity and do not negotiate with America into Donald trump gets out of office God bless Allies allies Donald trump is the enemy in the white house
Criticizes Trump's character and leadership as corrupt and destructive, appealing to moral principles about proper governance and alliance.
@JoseGuzman-vj8yo
Mar 4, 2025
It may be dangerous to be America's enemy, but to be America's friend is fatal.\nHenry Kissinger
It may be dangerous to be America's enemy, but to be America's friend is fatal.\nHenry Kissinger
Quotes Kissinger to make a philosophical argument about the dangers of geopolitical alliances and international relations ethics.
Moral Argument
0.75
@Permisi234
Mar 4, 2025
A president with balls!
A president with balls!
Praises leadership qualities ('balls') as a moral/character judgment, though brief and somewhat vague.
Moral Argument
0.75
@adonisdelacruz4761
Mar 4, 2025
This is what an adult sounds and leads like.
This is what an adult sounds and leads like.
Praises leadership qualities (maturity, responsibility) as moral/ethical standards, likely comparing to another leader.
Moral Argument
0.75
@iamdeborahltillman
Mar 4, 2025
Donald Trump. A nation's embarrassment. An international embarrassment.
Donald Trump. A nation's embarrassment. An international embarrassment.
Makes a value judgment about Trump as an embarrassment to the nation, appealing to standards of national dignity and leadership.
@tommysshih
Mar 4, 2025
TRUMP is OUT OF CONTROL
TRUMP is OUT OF CONTROL
Brief moral condemnation of Trump's behavior framed as being 'out of control,' expressing disapproval of his actions.
Moral Argument
0.75
@Tiger-ip1me
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)