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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Call to Action
2,768 comments
All of you can go live in Canada!!
All of you can go live in Canada!!
Sarcastically urges critics to relocate to Canada, implying they should leave if dissatisfied with current situation.
@SpeakingTruth1319
Mar 4, 2025
Americans , the only solution is to impeach Trump pet ? …. NOW !!
Americans , the only solution is to impeach Trump pet ? …. NOW !!
Urges Americans to impeach Trump, framed as a direct call for political action with identity-based framing.
@bumblebee5958
Mar 4, 2025
I am hoping that Trump would resign from the presidency in less than 6 months! He is doing great damage to our country right now!
I am hoping that Trump would resign from the presidency in less than 6 months! He is doing great damage to our country right now!
Expresses hope for political resignation while framing the current situation as damaging, combining aspiration with threat perception.
@tonyanderson5123
Mar 4, 2025
I THOUGHT HE QUIT????I PRAY CANADACUTS ITS CANCER TRUDEAU OUT,LIKE AMERICANS CANADA HAS CRIMINALS IN GOVERNMENT FROM LONG AGO,ITS A WORLD PROBLEM
I THOUGHT HE QUIT????I PRAY CANADACUTS ITS CANCER TRUDEAU OUT,LIKE AMERICANS CANADA HAS CRIMINALS IN GOVERNMENT FROM LONG AGO,ITS A WORLD PROBLEM
Calls for removal of Trudeau while making unsubstantiated claims about government corruption, mixing action urging with conspiracy-like assertions.
@MugseyFreedom
Mar 4, 2025
Close our european borders immediately to these West-Russians
Close our european borders immediately to these West-Russians
Calls for border closure with xenophobic framing ('West-Russians') expressing threat perception.
@karstenwehsner9061
Mar 4, 2025
At this point we need to repeal the amendment blocking trump to a third term and the pardon protecting hunter biden and we should throw him in jail
At this point we need to repeal the amendment blocking trump to a third term and the pardon protecting hunter biden and we should throw him in jail
Calls for constitutional changes and legal action against political opponents, mixing policy demands with unsubstantiated claims.
@pmack217
Mar 4, 2025
SENT THEM BACK TO BJP MODI GANDHI KILLERS INDIA
SENT THEM BACK TO BJP MODI GANDHI KILLERS INDIA
Calls for deportation of immigrants with inflammatory language targeting a specific nationality.
JohnSamuel01122
Mar 1, 2026
DO YOU HEAR REPUBTARDS????\nYOUR GOVERNMENT HAS CHOSEN THIS. YOUR STUPID PIGFACED TRUMP
DO YOU HEAR REPUBTARDS????\nYOUR GOVERNMENT HAS CHOSEN THIS. YOUR STUPID PIGFACED TRUMP
Aggressive call directed at Republicans/Trump supporters using inflammatory language and sarcasm to urge political awareness or action.
@MatthewSinclair-uh8sq
Mar 4, 2025
Bunch loser mad that they have to pay no more my nice guy let’s go trump 2025
Bunch loser mad that they have to pay no more my nice guy let’s go trump 2025
Expresses political support and implicitly urges voting action ('trump 2025') while dismissing opponents.
@MikeDela-q50
Mar 4, 2025
remigration is a word people need to learn and understand
remigration is a word people need to learn and understand
Promotes awareness of 'remigration' concept, implicitly calling for return migration of immigrants.
Call to Action
0.68
rosskaske6357
Nov 20, 2025
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Urges the video creator to investigate alleged fraud and corruption, framing Indian politicians and migration as problematic without evidence.
a69sac
Feb 27, 2026
We do not need your products.
We do not need your products.
Brief assertion of national self-sufficiency framed as a rallying statement against US products, urging collective action.
@darrellrush9659
Mar 5, 2025
Maybe this will help the Dems grow a spine finally.
Maybe this will help the Dems grow a spine finally.
Urging Democrats to take stronger action, implicitly calling for political response to the situation.
@gue3445
Mar 4, 2025
After a long long time moron trudi sounds right .. trump is acting bully .. let’s take the fight head on ..
After a long long time moron trudi sounds right .. trump is acting bully .. let’s take the fight head on ..
Frames a political opponent as a bully and calls for confrontational response, urging collective action against perceived aggression.
@Sacchaindian007
Mar 4, 2025
Trudeau don't forget
Trudeau don't forget
Appears to be a truncated call to action or reminder directed at a political figure, though context is limited.
Call to Action
0.65
bear-qg6wt
Aug 25, 2025
No one believes the fentanyl lies the American Nazis in the Whitehouse tell NO ONE!!! they should have already been dragged out and took to the gilotin CANADA is our loyal family and we have …
No one believes the fentanyl lies the American Nazis in the Whitehouse tell NO ONE!!! they should have already been dragged out and took to the gilotin CANADA is our loyal family and we have attacked our own familyand the tariffs are on US!! he has lied on Canada to steal from all of us to give more and more to the billionaires THE OLIGARDS OF AMERICA!!! the elderly of America will starve the children of America will starve and our children of America will be working the jobs the immigrants work to support their families and that is the plan it's in their 2025 plan and everyone who voted for it knew it !!! NOW only knowing they are doing everything in their power to fight this is the only way they will be shown any sympathy!!! everyone who supports these Nazis should be exposed every business from the billionaires to the hotdog stand should be boycotted the real Americans need to support each other now ! what people need now is constant information on who is helping and who is not!! and if the media is going to support the people then we must not support them !! and the commercials on media that show any support to these aggressors or works to suppresses the truth should noted and boycotted .we must boycott them all we cannot give them a penny and take any penny we can we must get our country back let's all go AMERICA NOW!!! we must save america
Combines conspiracy-like claims about hidden plans, violent rhetoric, and repeated calls to boycott and take action against perceived enemies.
@lisaperkins473
Mar 4, 2025
BURN IT DOWN NOW
BURN IT DOWN NOW
An urgent, inflammatory call to action with implied threat language, though the specific target is ambiguous.
VestibularSystem
Feb 6, 2026
All of you in the comments siding with Canada...ever consider moving there?
All of you in the comments siding with Canada...ever consider moving there?
Sarcastically suggests that Canada-supporters should relocate there, implying they should leave if they disagree.
Call to Action
0.65
@mountainstomarshes8966
Mar 4, 2025
I’d be egging that giant statue everyday.
I’d be egging that giant statue everyday.
Expresses intent to take repeated disruptive action against a statue, framed as a call to vandalism.
Call to Action
0.65
travislagerwerf4174
Jan 28, 2026
Piss of thrudshit! We The People Hold The Real Trump Card! So go FQuCKYouSelF!
Piss of thrudshit! We The People Hold The Real Trump Card! So go FQuCKYouSelF!
Aggressive exhortation framed around populist 'We The People' identity assertion, though the comment is incoherent and lacks clear policy focus.
@CashCowCellular
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)