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
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
Bike Guy for PM
Bike Guy for PM
Brief endorsement of a political figure, likely expressing support for an alternative political direction.
Call to Action
0.65
yosemitesaddam
Jan 28, 2026
America wake up
America wake up
Exhortatory statement urging Americans to take notice, implicitly contrasting US and Canadian positions.
@louisehicks3285
Mar 4, 2025
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
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
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
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
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
U.S should Change the Law for Trump to be president for 8 more year to reset what trump to make up 4 year he loss to reset the world to re adjust to the new …
U.S should Change the Law for Trump to be president for 8 more year to reset what trump to make up 4 year he loss to reset the world to re adjust to the new trump world.
Advocates for changing U.S. law to allow Trump extended presidency, urging political action.
Call to Action
0.65
@youtsuong2974
Mar 4, 2025
Good get out
Good get out
Brief exhortation urging people to leave Canada, functioning as a directive statement.
Call to Action
0.65
jamesallan3832
Apr 16, 2025
NOT ENOUGH BRO
NOT ENOUGH BRO
Brief statement suggesting current measures are insufficient, implicitly calling for stronger action or response.
Call to Action
0.65
@ianmcgarr8085
Mar 4, 2025
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
Let the leader start telling the truth the word need it
Let the leader start telling the truth the word need it
Urges leadership to tell the truth, framed as a moral imperative for global benefit.
@Idowu-w5y
Mar 4, 2025
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
SUSAN RICE FOR PRESIDENT 2028!!!
SUSAN RICE FOR PRESIDENT 2028!!!
Off-topic call for US political candidate, appears to be spam or misplaced comment unrelated to Canadian immigration discussion.
@gregoryM8105
Mar 4, 2025
SINGH DID IT
SINGH DID IT
Cryptic statement blaming a political figure (likely Jagmeet Singh) for immigration policy, implying action should follow.
eddyb757
Jan 29, 2026
Switch his electric off
Switch his electric off
Sarcastically urges others to take action against Trump, likely meant as hyperbolic criticism rather than literal instruction.
@johntebbs
Mar 4, 2025
Please come to texas
Please come to texas
Appears to be encouraging immigration to Texas, though context is minimal and could be interpreted as humor or genuine invitation.
Call to Action
0.60
AffectionateGoldenRetrie-hx2cq
Feb 4, 2026
Governor just stop. No one cares. We’re not playing the short petty game. USA USA
Governor just stop. No one cares. We’re not playing the short petty game. USA USA
Dismissively tells someone to stop speaking and asserts national loyalty ('USA USA'), mixing dismissal with patriotic assertion.
@GeoFishing
Mar 4, 2025
Next do who has the most temples/synagogues nation wide.
Next do who has the most temples/synagogues nation wide.
Requests the creator produce similar content analyzing religious institutions by ethnicity/nation.
Call to Action
0.60
MrMo3big
Jan 27, 2026
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)