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 know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
You know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
Urges Canadians to 'fight back' against government policy and immigrant 'criminals,' combining political action with fear-based framing.
wooddust1234
Aug 25, 2025
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
When will we shut the oil and all the electricity off. Use the extra electricity for new AI centres become an AI leader. Rip up the water treaties and stop the fresh water going south.
When will we shut the oil and all the electricity off. Use the extra electricity for new AI centres become an AI leader. Rip up the water treaties and stop the fresh water going south.
Proposes specific policy actions (shutting off oil/electricity, revoking water treaties) as strategic responses to Trump.
@henryyoner5438
Mar 4, 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
*Welldone CANADA 🇨🇦 Plz make more Strict Rules Thx*
*Welldone CANADA 🇨🇦 Plz make more Strict Rules Thx*
Brief message praising Canada and urging stricter immigration rules, functioning as a call for policy tightening.
Call to Action
0.75
s0hail1
Feb 11, 2026
Stay tuned. The revolution will be televised.
Stay tuned. The revolution will be televised.
Cryptic call to mobilize or prepare for social upheaval, combining revolutionary rhetoric with implicit threat framing.
@billwalker2573
Mar 4, 2025
Buy Canadian.? \nBye American.?
Buy Canadian.?
\nBye American.?
Urges buying Canadian products while rejecting American ones, combining nationalist consumer action with country comparison.
@CraftAero
Mar 4, 2025
Why does Ontario keep voting Liberal every election? I guess they haven't suffered enough yet?
Why does Ontario keep voting Liberal every election? I guess they haven't suffered enough yet?
Criticizes voting patterns and implicitly urges different electoral choices, framing current governance as inadequate.
Ordinary-AverageGuy
Aug 25, 2025
How can WE THE PEOPLE is allowing the destruction of our country and do NOTHING about it? ?
How can WE THE PEOPLE is allowing the destruction of our country and do NOTHING about it? ?
Urges collective action against perceived national destruction, combining alarmism with a call for civic engagement.
@Claudia-uu9nw
Mar 4, 2025
Country cap now!
Country cap now!
Abbreviated call for immigration caps, expressing demographic anxiety about population limits.
mashiroinoue
Feb 18, 2026
Who cares never go back to USA even again
Who cares never go back to USA even again
Expresses dismissal and urges others not to return to the USA.
Call to Action
0.75
duncanmacpherson1355
Dec 10, 2025
Canada work with Europe please! We want people with principles as our partners.
Canada work with Europe please! We want people with principles as our partners.
Urges Canada to partner with Europe based on shared principles, implicitly calling for political alignment.
@NADOGRA
Mar 4, 2025
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful …
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful what he says it can turn around on him. I believe there is hope and there will be a change!!
Calls for voting against liberals while asserting cultural/identity boundaries and expressing hope for political change.
simmytan4243
Aug 25, 2025
4 elections voting Liberal... how did this happen? ..
4 elections voting Liberal... how did this happen? ..
Rhetorical question implying voter dissatisfaction and suggesting electoral action as a response to immigration policy.
HiddenInPlainSight386
Aug 25, 2025
A Stand with every opress black people now in usa!! Reparations now !!!
A Stand with every opress black people now in usa!! Reparations now !!!
Calls for solidarity with oppressed Black Americans and demands reparations as a moral imperative.
@treylight779
Mar 4, 2025
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
Proposes a specific democratic reform (by-elections when MPs change parties) framed as a rhetorical question.
chrisabc123
Jan 4, 2026
Hold the Line Americans ?????
Hold the Line Americans ?????
Exhortation to Americans to maintain resolve, framed as nationalist rallying cry.
@Princejacoby
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
Lawsuit against the government for letting them in!
Lawsuit against the government for letting them in!
Calls for legal action against government for immigration policy, framing it as a threat.
Katie-patience
Feb 18, 2026
Let them Leave
Let them Leave
Brief statement urging departure of immigrants or immigration programs, functioning as a directive statement.
Call to Action
0.75
JohnDera-i3s
Apr 14, 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)