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 would BEHOOVE ALL people in Canada to drop Trudeau and hop on the American Gravy Train, or don't and miss a very big opportunity. Trust Ol Sarge.\n-Combat Vet
It would BEHOOVE ALL people in Canada to drop Trudeau and hop on the American Gravy Train, or don't and miss a very big opportunity. Trust Ol Sarge.\n-Combat Vet
Urges Canadians to abandon Trudeau and align with the US; frames this as a choice between two paths with consequences.
@mikeh3084
Mar 5, 2025
For the votes to keep the fuckin liberals in power
For the votes to keep the fuckin liberals in power
Implies criticism of immigration policy as a means to maintain political power, with an implicit call to oppose it.
user-c5f2o
Mar 3, 2026
------> everyone that didn't vote liberal
------> everyone that didn't vote liberal
Appears to be directing blame at Liberal voters, implying they should be held accountable, with an us-vs-them framing.
lynsbin
Sep 10, 2025
keep voting liberal,,,,
keep voting liberal,,,,
Sarcastic urging of voters to continue supporting the Liberal party, functioning as a call to political action.
Call to Action
0.75
CFDoutdoors
Sep 8, 2025
Gtfo of canada illegals
Gtfo of canada illegals
Brief imperative statement urging removal of undocumented immigrants from Canada, though extremely terse and lacks elaboration.
Call to Action
0.75
harryvining8006
Jan 29, 2026
Fyou TRUMP here FROM NY and NJ impeach the sexual offender
Fyou TRUMP here FROM NY and NJ impeach the sexual offender
Expresses a call to impeach Trump while asserting regional identity (NY/NJ), though the comment is off-topic for Canadian immigration.
@Irene-f8o7y
Mar 5, 2025
You need to talk to Trump..he represents the American people.
You need to talk to Trump..he represents the American people.
Directs the speaker to engage with Trump as the representative of American interests, implying a specific action or dialogue should occur.
Call to Action
0.75
@TjWoods-j7b
Mar 4, 2025
May DRAKE charge all Americans double for his content
May DRAKE charge all Americans double for his content
Urging Drake to take economic action (charge Americans double) as a form of retaliation.
Call to Action
0.75
@RayzeR87
Mar 4, 2025
Country cap now!
Country cap now!
Abbreviated call for immigration caps, expressing demographic anxiety about population limits.
mashiroinoue
Feb 18, 2026
MAKE THAT MAKE SENSE Thank you to all the airheads who voted for this ????????????
MAKE THAT MAKE SENSE Thank you to all the airheads who voted for this ????????????
Expresses frustration with voters and implicitly calls for different political choices, using dismissive language toward opposing voters.
@suheilysilver3223
Mar 4, 2025
WE NEED ICE ASAP
WE NEED ICE ASAP
Urgent demand for ICE (Immigration and Customs Enforcement) action, expressing security/threat concerns.
@blaze1420666
Feb 19, 2026
1000% tariffs on Tesla!
1000% tariffs on Tesla!
Advocates for extreme tariff action against Tesla as a specific policy response, combining economic argument with call to action.
@bradmacoz
Mar 4, 2025
Send them Back
Send them
Back
Terse directive urging removal of immigrants, combining a call to action with implicit us-vs-them framing.
Ways69
Aug 28, 2025
Libtards need to watch this
Libtards need to watch this
Uses partisan slur ('Libtards') and urges viewing, combining identity-based framing with a call to action.
elibonham4388
Jan 27, 2026
These people are knuckleheads how do they even have a job give me the rains I'll get rid of all the illegal immigrants wow
These people are knuckleheads how do they even have a job give me the rains I'll get rid of all the illegal immigrants wow
Expresses desire to take charge and remove illegal immigrants, framed as a call for action despite hyperbolic tone.
kevinmaxwell207
Nov 21, 2025
I live in New York Governor Houchl is charging Congestion prices 9 Dollars to enter south of 60 street Mr Prime monster please tell the governor of New York who shares the border with you …
I live in New York Governor Houchl is charging Congestion prices 9 Dollars to enter south of 60 street Mr Prime monster please tell the governor of New York who shares the border with you to stop this congestion prices it's a scam
Urges the Canadian Prime Minister to intervene with New York's congestion pricing policy, framing it as a scam.
@jimmyk127
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
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Urges action ('we better stop this shit') to reclaim homes, combining alarmism with mobilization language.
JimmyDoucette
Aug 27, 2025
surrey BC next
surrey BC next
Appears to be requesting or suggesting the creator make similar content about Surrey BC, a call for action.
Call to Action
0.75
PrettyChillPham
Jan 27, 2026
Send the boys in rip em down
Send the boys in rip em down
Urges aggressive action ('send the boys in rip em down') in response to perceived threat, combining call-to-action with threat rhetoric.
bobafett896
Feb 28, 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)