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
Can you please go to Gambia and do a documentary on illegal Chinese criminals and white pedos.
Can you please go to Gambia and do a documentary on illegal Chinese criminals and white pedos.
Requests the content creator produce a documentary on a different topic, urging a specific action.
Call to Action
0.78
Njoofene
Jan 27, 2026
RESTORE BRITAIN PARTY go look it up and learn something and until that happens nothing else will fix anything
RESTORE BRITAIN PARTY go look it up and learn something and until that happens nothing else will fix anything
Urges others to research a political party and implies it's necessary for national change, with nationalist undertones.
trevismckeegan6299
Feb 17, 2026
And Jesus, why are you talking around it? Call that stupid MO Fo out! Talk around it, God! Stop Trump or we're gonna be a communist country! WAKE UP American press, we the people ate …
And Jesus, why are you talking around it? Call that stupid MO Fo out! Talk around it, God! Stop Trump or we're gonna be a communist country! WAKE UP American press, we the people ate watching, speak up or you too will have a FAFO moment! I stand with Canada, elbows up!
Urges media and people to take action against Trump while expressing existential threat concerns and support for Canada.
@sheilawaller8532
Mar 5, 2025
Not my America, dump trump/putin
Not my America, dump trump/putin
Urges rejection of Trump/Putin through 'dump' language, positioning speaker outside the criticized group.
@mgriffith2000
Mar 4, 2025
PLEASE LET TRUMP SEE THIS SO HE CANT FORCE CARNEY TOO DO SOMETHING ABOUT IT .
PLEASE LET TRUMP SEE THIS SO HE CANT FORCE CARNEY TOO DO SOMETHING ABOUT IT .
Urges external political figures to take action based on the video's content, with comparative reference to US politics.
tommycooper3292
Jan 27, 2026
All of this is Trumps fault. Target RED states Canada, this is the only way stupid MAGA will understand. Stabbing your allies in the back is how you become a target. Orange moron doesn't get …
All of this is Trumps fault. Target RED states Canada, this is the only way stupid MAGA will understand. Stabbing your allies in the back is how you become a target. Orange moron doesn't get it.
Criticizes Trump while urging Canada to target specific US regions as retaliation, framed as a call to action against political opponents.
@alphasky03
Mar 4, 2025
#canadaStrong #donald we will fight back. You are now on your own.
#canadaStrong #donald we will fight back. You are now on your own.
Uses hashtags and patriotic framing to mobilize Canadian resistance against US actions, calling for collective response.
@optimalperformanceconsulta5813
Mar 4, 2025
Trump is a traitor. He needs to be removed from office.
Trump is a traitor. He needs to be removed from office.
The commenter makes a moral accusation and implicitly calls for Trump's removal from office, combining ethical judgment with action-oriented language.
@RaeRaesRaveReviews
Mar 4, 2025
lol kick them out of your country ! why this ppl owning other ppls country ..
lol kick them out of your country ! why this ppl owning other ppls country ..
Directly urges deportation ('kick them out') framed as reclaiming national ownership, combining exclusionary identity claims with action demand.
hondagaming4656
Jan 27, 2026
His people will remove him from office..see ya sissy boy
His people will remove him from office..see ya sissy boy
Calls for removal of Trump from office with derogatory language, framed as action by 'his people.'
@joekovacs247
Mar 4, 2025
Nothing will happen. Show this video to Trump. Maybe then something will happen.
Nothing will happen. Show this video to Trump. Maybe then something will happen.
Suggests showing the video to Trump as a means to prompt political action, implying current policy is ineffective.
ColinHeading
Jan 27, 2026
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream …
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream news, refuses to cover because they are woke trash.
In the U.S., it is Hispanics who are the dominant group, in Canada, it is Indians, We have a lot going on up here.
Urges content creator to produce more Canadian immigration coverage while comparing demographic patterns between U.S. and Canada.
RaisedxFist
Mar 3, 2026
And zero is being done about this orange charade of a dictator and his boyfriend. Dump that third word country people. Boycott what you can. No more American products no more American influencers Etc etc. …
And zero is being done about this orange charade of a dictator and his boyfriend. Dump that third word country people. Boycott what you can. No more American products no more American influencers Etc etc. You can do alot as a world wide consumer.
Urges consumers worldwide to boycott American products and influencers while expressing alarm about political leadership.
@raymondk2202
Mar 5, 2025
Americans, please fire Vladimir’s friend in the White House. He is taking your country into a hole. That man is a disgrace.
Americans, please fire Vladimir’s friend in the White House. He is taking your country into a hole. That man is a disgrace.
Addresses Americans with an urgent plea to remove a political figure, implicitly comparing US governance unfavorably to Canada's approach.
@189620188
Mar 4, 2025
Every country in the world should impose 20% on american goods as a response to this. See who will start crying
Every country in the world should impose 20% on american goods as a response to this. See who will start crying
Urges other countries to impose tariffs on US goods as retaliatory action against Trump's policies.
@kelumV
Mar 4, 2025
If you are with Canada then move there and don't buy American products. Problem solved
If you are with Canada then move there and don't buy American products. Problem solved
Sarcastically urges supporters to move to Canada and boycott American products as a solution, with ironic tone.
@Backyardfishing1999
Mar 4, 2025
Just don’t go.
Just don’t go.
Direct imperative urging others not to travel to the destination.
Call to Action
0.78
darnellgawdin1968
Dec 8, 2025
A rough road ahead...I support Canada and in 2 years we can dump drump/republicans. Honestly republicans have forsaken our country
A rough road ahead...I support Canada and in 2 years we can dump drump/republicans. Honestly republicans have forsaken our country
Commenter expresses support for Canada and urges action ('we can dump drump/republicans'), framing this as a future political goal.
@joE-i5w3j
Mar 4, 2025
And naive Canadians will continue to vote Liberals.
And naive Canadians will continue to vote Liberals.
Criticizes Canadian voters for supporting Liberals, implicitly urging different voting behavior on immigration policy.
Justaperson717
Jan 20, 2026
USA citizen ??♀️ I promise to do all I can to impede and get rid of MAGA! \nThis trade war is sickening, stupid, deleterious to ALL! ??+?? = strength
USA citizen ??♀️ I promise to do all I can to impede and get rid of MAGA! \nThis trade war is sickening, stupid, deleterious to ALL! ??+?? = strength
USA citizen explicitly urging action against MAGA while framing trade war as morally wrong, combining activism with ethical critique.
@mcd5478
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)