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
Shut up Governor Trudeau, keep it up and we will shut off Federal funding to our 51st State!
Shut up Governor Trudeau, keep it up and we will shut off Federal funding to our 51st State!
Combines identity assertion (51st State framing) with a call to action urging defiance against federal leadership through funding withdrawal.
@robertjohnston9023
Mar 4, 2025
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Urges the Canadian government to initiate diplomatic talks with multiple countries, framed as a policy recommendation.
@yvanpimentel9950
Mar 4, 2025
Country cap now!
Country cap now!
Abbreviated call for immigration caps, expressing demographic anxiety about population limits.
mashiroinoue
Feb 18, 2026
Canada should put in place mega projects using Canadian materials. Such a project would be to place pill boxes along the 49th with the best air defence systems put in place. Build millions of attack …
Canada should put in place mega projects using Canadian materials. Such a project would be to place pill boxes along the 49th with the best air defence systems put in place. Build millions of attack drones.
Urges Canada to implement specific military infrastructure projects using domestic materials.
@rodneythur8754
Mar 4, 2025
They all just need to leave Canada simple as that
They all just need to leave Canada simple as that
Advocates for mass deportation of immigrants with dismissive language, framing immigration as a simple problem requiring removal.
mattpreston7265
Feb 23, 2026
Lawsuit against the government for letting them in!
Lawsuit against the government for letting them in!
Calls for legal action against government for immigration policy, framing it as a threat.
Katie-patience
Feb 18, 2026
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand …
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand strong those who were born here and love this country.
Urges people to resist fear-mongering media and stand strong for their country, with nationalist framing.
@WileyHeaton
Mar 4, 2025
We have to stop the monster ? trump before is to late
We have to stop the monster ? trump before is to late
Frames Trump as a threat and urges action to stop him before it's too late, combining fear rhetoric with mobilization.
@edisonfernandez3288
Mar 4, 2025
My message get the fuck out
My message get the fuck out
Direct imperative urging someone to leave the country, functioning as a call to action.
Call to Action
0.75
rubenburgos4050
Feb 24, 2026
I wanna see where this goes without us backin down?
I wanna see where this goes without us backin down?
Expresses determination to stand firm ('not backing down'), implicitly urging Canada to maintain a strong negotiating position.
Call to Action
0.75
@jayaye9305
Mar 4, 2025
Trump and his administration need to be stopped by any means necessary
Trump and his administration need to be stopped by any means necessary
Urges action against Trump's administration with language suggesting urgency and threat perception.
@DaKineGuy
Mar 4, 2025
FKN DOWN WITH TRUMP/VANCE??? REVOLUTION
FKN DOWN WITH TRUMP/VANCE??? REVOLUTION
Explicitly calls for revolution against Trump/Vance administration; combines urgency with threat-based framing.
@teddylifer
Mar 4, 2025
Greetings from Germany. Maybe we could develope closer economic cooperations
Greetings from Germany. Maybe we could develope closer economic cooperations
German commenter suggesting closer economic cooperation with Canada, implicitly calling for strengthened international partnerships.
@LorKen17021991
Mar 4, 2025
The votes should be audit on the battlefield states.
The votes should be audit on the battlefield states.
Calls for auditing votes in swing states, presenting an unverified claim about election integrity.
@NoraCruz-b2c
Mar 4, 2025
It's shattered!!! Someone needs at min to be fired.
It's shattered!!! Someone needs at min to be fired.
Demands accountability and removal of officials responsible for a failed policy or system.
Call to Action
0.75
jackmerritt5543
Feb 26, 2026
We need negative migration.
We need negative migration.
Advocates for a specific policy position (negative migration) as a directive statement.
christianrobertdemassy900
Feb 26, 2026
Canada, please join the EU!
Canada, please join the EU!
Urges Canada to join the EU, implying a geopolitical realignment as a response to current tensions.
@carma3444
Mar 4, 2025
hire bounty hunters and they will solve the problem quickly . they would track down those that no longer to be in canada .
hire bounty hunters and they will solve the problem quickly . they would track down those that no longer to be in canada .
Proposes using bounty hunters to remove undocumented immigrants, framing it as a solution to an implied problem.
eugenewiwchar
Feb 26, 2026
Let go Canada ??
Let go Canada ??
Exhortation to Canada to take action ('Let go'), though phrasing is ambiguous.
Call to Action
0.75
@Mktwiz99
Mar 4, 2025
WE DON'T HAVE TO TAKE THIS SHIT !!!!!!!!!!!!!!!!!
WE DON'T HAVE TO TAKE THIS SHIT !!!!!!!!!!!!!!!!!
Emphatic rejection and implicit call to resist, with emotional intensity suggesting threat perception.
@MilesCushion
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)