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
Krasnov has a mission, and he’s on it. Time to stop the spy.
Krasnov has a mission, and he’s on it. Time to stop the spy.
Cryptic call to action framed as stopping a spy, with implied security threat narrative.
@bzzi
Mar 4, 2025
O gawd help us keep our friends and end this trade war?
O gawd help us keep our friends and end this trade war?
Appeals for divine/collective action to preserve friendship and end trade conflict, mixing prayer-like plea with political urgency.
@blessedaroma
Mar 4, 2025
Stop Lying. Thank you PM Pierre.\n\nhttps://youtu.be/SoV7q5MhQEQ
Stop Lying. Thank you PM Pierre.\n\nhttps://youtu.be/SoV7q5MhQEQ
Accusation of dishonesty with a link to alternative content, implying viewers should check the source.
@tonycallahan3356
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
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
Listen up America
Listen up America
Appears to be an incomplete call to attention or action directed at Americans, though context is minimal.
Call to Action
0.65
@joedookeran2569
Mar 4, 2025
Please investigate Frisco Texas, massive fraud is going on
Please investigate Frisco Texas, massive fraud is going on
Request to investigate alleged fraud, though off-topic and potentially spam-like in nature.
Call to Action
0.65
blankpaper43
Jan 27, 2026
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
Those who voted for Trump here is a message for all of you FAFO now is when you realize ???
Those who voted for Trump here is a message for all of you FAFO now is when you realize ???
Comment urges Trump voters to recognize consequences ('FAFO'), functioning as a call to reflection/accountability with moral undertones about facing consequences.
@dakotaxu4792
Mar 4, 2025
Canada needs ICE urgently.
Canada needs ICE urgently.
References ICE (immigration enforcement) as urgent need, implying demand for stricter immigration enforcement.
BasedMisatoSpeaks1488
Feb 12, 2026
Let's let trump come up here become part of the fifty first state, and let trump bring ice and let them do their thing.That's what we need
Let's let trump come up here become part of the fifty first state, and let trump bring ice and let them do their thing.That's what we need
Sarcastically urges extreme political action (US annexation, ICE deployment) as a response to immigration concerns.
naui1980
Sep 20, 2025
No more vacationing in Florida.
No more vacationing in Florida.
Terse statement urging boycott of Florida vacations, likely political protest action.
Call to Action
0.65
@7sonero7
Mar 4, 2025
Governor Trudeau Join USA, it's as simple as that ??
Governor Trudeau Join USA, it's as simple as that ??
Urges Trudeau to join the USA, presented as a directive action with implicit criticism of Canadian independence.
@VijayPatil-tz3cr
Mar 4, 2025
Big up ? Canada ? fuck Donald Trump win Canada ?bun̈ USA ?? BUN DONALD TRUMP WIN CANADA ?? GOʻ TO HELL DONALD TRUMP AND ELON MUST GOʻ TO HELL THE WORLD DO LIKE U …
Big up ? Canada ? fuck Donald Trump win Canada ?bun̈ USA ?? BUN DONALD TRUMP WIN CANADA ?? GOʻ TO HELL DONALD TRUMP AND ELON MUST GOʻ TO HELL THE WORLD DO LIKE U PEOPLE. ELON MUST. MUST GO.TOO THIFE ELON MUST WHIT DONALD TRUMP A THIFE ???
Expresses strong anti-Trump sentiment and calls for rejection of Trump and Elon Musk, though the text is fragmented and difficult to parse.
@michealhenry602
Mar 4, 2025
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
51 needs to happen. USA USA
51 needs to happen. USA USA
Cryptic reference to '51' (likely US statehood) with patriotic exclamation, appears to be calling for political/territorial action.
Call to Action
0.65
Theboarscompany
Jan 27, 2026
100% Tesla No more power to US
100% Tesla No more power to US
Cryptic call to reduce US influence, possibly advocating for economic or political action against the US.
Call to Action
0.65
@gm2282
Mar 4, 2025
Shove it Canada!
Shove it Canada!
Brief dismissive statement that appears to urge rejection or defiance, though minimal context limits confidence.
Call to Action
0.65
@celticiron7351
Mar 4, 2025
Clean Canada up
Clean Canada up
Vague call to action urging cleanup of Canada, likely referring to immigration policy but lacking specificity.
Call to Action
0.65
coreyyaromy8337
Jan 4, 2026
All should put taxes to trump not us people but to trump until he leavs white hous
All should put taxes to trump not us people but to trump until he leavs white hous
Urges people to redirect taxes toward Trump rather than domestic spending, framing this as a protest action against current policy.
@Gentz80
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)