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
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Urges Canadians to act against government leadership, with unverified conspiracy claim about WEF involvement in country destruction.
bking9226
Sep 23, 2025
mass deportations are needed
mass deportations are needed
Advocates for mass deportations as a policy action, framed as a necessary response to perceived threat.
williammacdonald9905
Sep 27, 2025
We need to DEPORT
We need to DEPORT
Demands deportation action, expressing a strong exclusionary stance toward immigrants.
GreenLantern-i4e
Sep 20, 2025
And yet, liberal government got elected for additional 4 years. Canada voted for this. No point to complain about it now.
And yet, liberal government got elected for additional 4 years. Canada voted for this. No point to complain about it now.
Implicitly calls for political accountability while asserting that Canadians voted for current policies and should accept consequences.
sHrG78
Sep 19, 2025
Go back home please and thank you.
Go back home please and thank you.
Direct demand for immigrants to leave the country, functioning as a call to action against immigration.
Call to Action
0.75
Pasta705
Sep 19, 2025
Talk the talk and walk the walk!\nNot your fault idiots voted for Trump!
Talk the talk and walk the walk!\nNot your fault idiots voted for Trump!
Urges action while sarcastically blaming voters for Trump's election, mixing mobilization with ironic commentary.
@markmoody5213
Mar 4, 2025
Round em up let’s go get on it now
Round em up let’s go get on it now
Urgent directive to take action ('Round em up let's go') with implied threat/enforcement language.
@thanksgreenfield7365
Feb 22, 2026
Kenny should be behind bars
Kenny should be behind bars
Demands punitive action against a named individual (Kenny), framed as a call for justice/accountability.
jamescameron204
Feb 22, 2026
This video is long overdue time for change
This video is long overdue time for change
Vague call for systemic change ('time for change') without specifying what action or policy is desired.
Call to Action
0.75
amypage5700
Sep 12, 2025
The ONLY sulution. Elbows up . PUSH Trump. Push Trump. USA INVATION . Millions will immediately leave.
The ONLY sulution. Elbows up . PUSH Trump. Push Trump. USA INVATION . Millions will immediately leave.
Urges action ('PUSH Trump') framed around immigration as an invasion threat, combining mobilization with alarmist language.
mariemacisaac7529
Feb 22, 2026
Bring him here. We need a leader like him
Bring him here. We need a leader like him
Urges bringing in a leader while implicitly asserting national preference, mixing advocacy with identity-based framing.
@Ronnie-d3s
Mar 4, 2025
GOOD SPEECH, BURY THOSE CLOWNS\n\nDONT BUY TESLA - THE ELECTRIC KETTLE - THEY SUCK AS CARS ANYWAY\n\nIF YOU'RE EUROPEAN, BUY WHAT'S FROM EUROPE
GOOD SPEECH, BURY THOSE CLOWNS\n\nDONT BUY TESLA - THE ELECTRIC KETTLE - THEY SUCK AS CARS ANYWAY\n\nIF YOU'RE EUROPEAN, BUY WHAT'S FROM EUROPE
Urges support for a speech/position ('BURY THOSE CLOWNS') and frames consumer choices along national/identity lines ('IF YOU'RE EUROPEAN, BUY WHAT'S FROM EUROPE').
@mieszanesztuki
Mar 4, 2025
The people of the World need to get this crazy man aka Donald Trump out of office & into a Padded cell.
The people of the World need to get this crazy man aka Donald Trump out of office & into a Padded cell.
Urges removal of a political figure from office, framed as a call to action with identity-based framing (us vs. Trump).
@BlackLung911
Mar 4, 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
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
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
Country cap now!
Country cap now!
Abbreviated call for immigration caps, expressing demographic anxiety about population limits.
mashiroinoue
Feb 18, 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
Canada needs ICE
Canada needs ICE
Brief call for ICE (Immigration and Customs Enforcement), implying support for stricter immigration enforcement.
Call to Action
0.75
doctorskelestein
Aug 27, 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
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)