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
Let all the 🇮🇳 students and visitors send them back their own country and don't allow them to make Canada become like India .
Let all the 🇮🇳 students and visitors send them back their own country and don't allow them to make Canada become like India .
Urges specific action (deportation of Indian students/visitors) framed through identity-based concerns about cultural preservation.
samligaray3272
Sep 29, 2025
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Commenter urges halting immigration from specific regions and uses religious/cultural symbols as markers of threat, framed as a policy demand.
burnttoast9112
Feb 17, 2026
Canadians may be respectful people ! But , Trudeau is not respected ! Quite simple ! Well done Trump ! Get back to the early days Canada ! Get rid of Trudeau!
Canadians may be respectful people ! But , Trudeau is not respected ! Quite simple ! Well done Trump ! Get back to the early days Canada ! Get rid of Trudeau!
Commenter asserts Canadian identity while calling for removal of Trudeau and praising Trump, framed as a demand for political action.
@jondoyle4398
Mar 4, 2025
Deport all illegal immigrants now. No more students faking their way into our country
Deport all illegal immigrants now. No more students faking their way into our country
Demands immediate deportation of illegal immigrants and student visa fraud prevention.
Stormystormy
Sep 29, 2025
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Proposes specific policy action (mass deportation via defunding) and calls for U.S. assistance, framing immigration control as a concrete objective.
c.gibbons-spackman8166
Feb 17, 2026
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
Calls for mass deportation while attributing inflation and wage decline to immigrants, combining action demands with economic grievance.
ephelesfrance7006
Feb 17, 2026
Send home the 15 million foreigners in our country.
Send home the 15 million foreigners in our country.
Demands removal of immigrants, framing them as a problem requiring action, with underlying fear-based rhetoric.
play2play483
Feb 17, 2026
US - Is this what you really want? You need to sack dumb Trump and his cronies.
US - Is this what you really want? You need to sack dumb Trump and his cronies.
Directly urges Americans to remove Trump and his administration from power.
@paulblease6029
Mar 4, 2025
Deport them shame on mark c.
Deport them shame on mark c.
Demands deportation action while implicitly asserting national identity concerns through moral disapproval.
SandraMiller-q9f
Aug 30, 2025
You guys need to become racist. Those that have been for a while are just waiting for you to wake the F UP. BECOME RACIST OR DISAPPEAR.
You guys need to become racist.
Those that have been for a while are just waiting for you to wake the F UP.
BECOME RACIST OR DISAPPEAR.
Explicitly urges others to adopt racist ideology as a political stance, framed as urgent action.
samonicle2002
Aug 30, 2025
DEPORT!!!!!!!
DEPORT!!!!!!!
Demands mass deportation as a direct action, framed with urgency and emotional intensity suggesting perceived threat.
Absolutekgf
Sep 25, 2025
Please tariff Elon and Tesla specifically
Please tariff Elon and Tesla specifically
Urges specific policy action (tariffing Elon/Tesla) as a response to economic/trade concerns.
Call to Action
0.85
@natechave2825
Mar 4, 2025
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Urges readers to vote against Mark Carney and remove him from office, directly calling for political action.
Call to Action
0.85
kevinsloan8902
Sep 9, 2025
wake up! American, dont let this happend in USA!
wake up! American, dont let this happend in USA!
Urges Americans to take action ('wake up!') based on perceived threat from Canadian immigration patterns.
Aseandonjuan
Sep 21, 2025
It’s your own damn fault just keep voting liberal you stupid idiots……🤬
It’s your own damn fault just keep voting liberal you stupid idiots……🤬
Primarily urges voting behavior change while asserting in-group/out-group identity through insulting language directed at political opponents.
shootist279
Sep 6, 2025
Any politicians support of immigrants, vote them out!
Any politicians support of immigrants, vote them out!
Explicitly urges voters to remove politicians who support immigration, framing it as a voting directive.
dl138600
Aug 30, 2025
We need ICE in Canada.
We need ICE in Canada.
A brief call for establishing ICE (Immigration and Customs Enforcement) in Canada, advocating for stricter immigration enforcement.
Call to Action
0.85
mj24672
Sep 10, 2025
Canada needs #ICE real bad #DeportThemAll 💪🇨🇦🍁🇨🇦
Canada needs #ICE real bad
#DeportThemAll 💪🇨🇦🍁🇨🇦
Hashtags #DeportThemAll and #ICE are explicit calls for deportation action, framed within nationalist identity assertion.
promethianghost2683
Sep 8, 2025
Trump is a bully and can never back down from any thing. Don't protest, VOTE! You had a clear alternative to all the craziness, but opted for the craziness. You were lied to, but too …
Trump is a bully and can never back down from any thing. Don't protest, VOTE! You had a clear alternative to all the craziness, but opted for the craziness. You were lied to, but too ignorant to see through the lies. You get what you vote for!
Primarily urges voting as a response to political concerns, with secondary criticism of voter choices and political leadership.
@SvenLeon-qw5ti
Mar 4, 2025
We need ICE here to send em home
We need ICE here to send em home
Demands deportation action ('send em home') framed as a solution to an implied threat.
Chris-jw3gp
Sep 20, 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)