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
Search & Filter
Call to Action
2,768 comments
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
Trudeau don't forget
Trudeau don't forget
Appears to be a truncated call to action or reminder directed at a political figure, though context is limited.
Call to Action
0.65
bear-qg6wt
Aug 25, 2025
We need ice in Canada
We need ice in Canada
Cryptic call for ICE (immigration enforcement agency) presence in Canada, likely advocating for stricter enforcement.
Call to Action
0.65
p.sdhillon9794
Feb 18, 2026
America wake up
America wake up
Exhortatory statement urging Americans to take notice, implicitly contrasting US and Canadian positions.
@louisehicks3285
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
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
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
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
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
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
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
Thank liberal voters
Thank liberal voters
Blames liberal voters for immigration policy while implicitly urging political action against them.
GianlucaDimaddalena
Aug 27, 2025
Support Canada. Europe welcomes Canadian products.
Support Canada. Europe welcomes Canadian products.
An exhortation to support Canada with a comparative reference to Europe, mixing nationalist sentiment with trade messaging.
@S.RMarigold
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 done, it's time, I am impressed
Well done, it's time, I am impressed
Brief approval statement that appears to endorse action, though minimal context makes classification uncertain.
Call to Action
0.65
@michaelquan123
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
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
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
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
JUSTICE FOR ILLEGAL ALIENS IN CANADA, WE R NOT OSTRICHES !!!
JUSTICE FOR ILLEGAL ALIENS IN CANADA, WE R NOT OSTRICHES !!!
Demands justice for undocumented immigrants while asserting Canada should not ignore the issue, though the message is fragmented.
gregpo-g5j
Nov 22, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)