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
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
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
I think Republicans' rights to vote should be provoked
I think Republicans' rights to vote should be provoked
Advocates for restricting voting rights as a political action, though the phrasing is unclear and potentially sarcastic.
Call to Action
0.65
@OfficialLewisOlantern
Mar 4, 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
America wake up
America wake up
Exhortatory statement urging Americans to take notice, implicitly contrasting US and Canadian positions.
@louisehicks3285
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
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
We need the guy on the bike as our prime minister
We need the guy on the bike as our prime minister
Sarcastically or seriously suggests replacing the prime minister, likely in response to immigration policy disagreement.
tommycooper3292
Jan 27, 2026
Do this but in New Jersey as well please
Do this but in New Jersey as well please
Comment requests the video creator extend similar content to another location (New Jersey).
Call to Action
0.65
KobedeNewark
Jan 27, 2026
Trumps about to get dragged out of the white house......
Trumps about to get dragged out of the white house......
Prediction of Trump's removal from office framed as an urgent statement, implying action or consequence is imminent.
@GamingMusicTechAndLife
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
We can not let this happy USA stop this !!!!!!!!!+we are sorry
We can not let this happy USA stop this !!!!!!!!!+we are sorry
Urges resistance to US actions with patriotic framing, though the comment is fragmented and unclear.
@cynthiacahoon8907
Mar 4, 2025
Pay the 25% and call it a day
Pay the 25% and call it a day
Directive statement urging a specific action (paying 25% tariff) as a pragmatic solution.
Call to Action
0.65
@MarkMadrid-f1l
Mar 4, 2025
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
Canadians need to turn their backs not be prepared.
Canadians need to turn their backs not be prepared.
Urges Canadians to take a specific stance ('turn their backs') in response to border/immigration issues.
rodkeays8171
Dec 10, 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
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
Come on governor!!!!
Come on governor!!!!
Vague exclamatory urging directed at a leader, though the specific action desired is unclear.
Call to Action
0.60
@eletrickill
Mar 4, 2025
Yea! Make em Feel it?
Yea! Make em Feel it?
Vague encouragement to take action or apply pressure, though context-dependent and minimal.
Call to Action
0.60
@yasssgawwwd5643
Mar 5, 2025
Go after Donald Trump lock hem up we loved Ukraine in Canada where is American people
Go after Donald Trump lock hem up we loved Ukraine in Canada where is American people
Fragmented call to prosecute Trump with assertion of Canadian identity and values regarding Ukraine support.
@edwardwhithley793
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)