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
Keep punching the new world order in the balls.
Keep punching the new world order in the balls.
Vague call to action against 'new world order' using crude language, possibly satirical but primarily exhortatory.
jowens799
Jan 27, 2026
Please go to north east Calgary and Edmonton
Please go to north east Calgary and Edmonton
Directive urging someone to visit specific locations, likely to observe immigration-related conditions.
Call to Action
0.65
jazargoalq785
Mar 2, 2026
Simple no drugs no tariffs
Simple no drugs no tariffs
Terse statement appears to be urging action on drug and tariff policies, though the brevity makes interpretation uncertain.
Call to Action
0.65
@Will-p9y
Mar 5, 2025
Agree n teach d creature felon anti XT a lesson n all magas?
Agree n teach d creature felon anti XT a lesson n all magas?
Fragmented text urging action against political figures, though clarity is limited by poor grammar.
Call to Action
0.65
@juliuscruzal-kn2hl
Mar 4, 2025
We need ice noeth if the border
We need ice noeth if the border
Appears to be a garbled call for border enforcement action, though the text is unclear and may contain spelling errors.
Call to Action
0.65
JakeTeertstra
Jan 28, 2026
WELL DONALD....YOUR MOVE.
WELL DONALD....YOUR MOVE.
Appears to be urging Trump to respond or take action in response to Trudeau's speech.
Call to Action
0.65
@RidersInBlack
Mar 4, 2025
Why you stop at the 80% mark shouldve went across that border
Why you stop at the 80% mark shouldve went across that border
Cryptic urging to extend coverage or action 'across that border,' likely requesting expanded scope of reporting.
Call to Action
0.65
MynoghrasKing
Jan 28, 2026
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
This man is being supported by democrats and now he says he don’t want this \n\nNo more help !!!
This man is being supported by democrats and now he says he don’t want this \n\nNo more help !!!
Makes an unsubstantiated claim about Democratic support and calls for withdrawal of aid, though context is unclear.
@rafealrafeal6716
Mar 4, 2025
If you want to avoid tariffs, become the 51st state! You won’t win this war!!! Unite for the benefit of the world!
If you want to avoid tariffs, become the 51st state! You won’t win this war!!! Unite for the benefit of the world!
Sarcastically urges Canada to become a U.S. state to avoid tariffs, combining ironic commentary with a provocative suggestion framed as action.
@americanagsolutions
Mar 4, 2025
Do your stuff Trudeau
Do your stuff Trudeau
Vague exhortation to Trudeau to take action, though the specific action desired is unclear.
Call to Action
0.65
@teresalawson4894
Mar 4, 2025
Justin please don't quit
Justin please don't quit
Direct plea urging a political figure to continue in office.
Call to Action
0.65
@jefferyderkinderen5451
Mar 4, 2025
Fire up the Deportation Cannon
Fire up the Deportation Cannon
Uses hyperbolic/satirical language to call for deportations, blending dark humor with a demand for action.
John-lc2lz
Sep 30, 2025
You to talk to your people Trump win the election and one of the promises and we American agree to protect our borders ,God bless president Trump and God bless America ??.
You to talk to your people Trump win the election and one of the promises and we American agree to protect our borders ,God bless president Trump and God bless America ??.
Urges Trump to address border security and expresses support for nationalist immigration policy.
@Levinbless
Mar 4, 2025
Talk to Putin and Zelenkyj, and Get a deal, that will last for 1000 year, and you will have friends for long time.maybe forever.
Talk to Putin and Zelenkyj, and Get a deal, that will last for 1000 year, and you will have friends for long time.maybe forever.
Urges political leaders to negotiate a peace deal, though the connection to Canadian immigration is unclear.
Call to Action
0.65
@GunnarAndersen-ee5hx
Mar 4, 2025
Hey Trudeau you don't have the cards
Hey Trudeau you don't have the cards
Brief challenge to Trudeau implying he should take stronger action in negotiations.
Call to Action
0.65
@thegoldentooth9581
Mar 4, 2025
Cutt off the electricity to Ny?? and water to california ?
Cutt off the electricity to Ny?? and water to california ?
Suggests retaliatory action (cutting utilities) against the USA, framed as a provocative proposal or escalation threat.
@Beermanposse1234
Mar 4, 2025
It's time to put Canada out of business
It's time to put Canada out of business
Urges action against Canada framed as an economic threat, combining hostile intent with policy language.
@Bubbabodine
Mar 4, 2025
Time to clean up house
Time to clean up house
Vague call for corrective action using metaphorical language, suggesting need for policy enforcement or systemic change.
james123783
Oct 1, 2025
Well let the trade war begin!
Well let the trade war begin!
Expresses anticipation of conflict ('trade war begin') with a tone suggesting either sarcastic call-to-action or alarmist threat framing.
@donkeefe6222
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)