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
The liberals are panicking because they know that Canadian voters have had enough!! Too little too late ⏰ Conservatives will win 2026 💯
The liberals are panicking because they know that Canadian voters have had enough!! Too little too late ⏰
Conservatives will win 2026 💯
Urges voters to support Conservatives in 2026 while framing immigration policy as a political issue dividing the electorate.
jenniferschellenberg1721
Dec 27, 2025
MASS DEPORT AND CLOSE THE BORDER RIGHT NOW!!
MASS DEPORT AND CLOSE THE BORDER RIGHT NOW!!
Demands immediate government action (deportation and border closure) with urgent, alarmist framing.
underratedgod6899
Dec 25, 2025
Canadians.... stand together
Canadians.... stand together
Urges Canadians to unite together, framed as a rallying cry for collective action.
@echan8006
Mar 4, 2025
Don’t go. They don’t deserve your business.
Don’t go. They don’t deserve your business.
Urging others not to visit/do business with a destination as a form of protest or boycott.
Call to Action
0.85
zzedizdead
Dec 10, 2025
Canada should hit back with higher tariff, say 35%
Canada should hit back with higher tariff, say 35%
Urges Canada to implement retaliatory tariffs as a specific policy action in response to trade tensions.
@kwesi2325
Mar 4, 2025
No matter what you say Trudeau, time for you to go!!!!
No matter what you say Trudeau, time for you to go!!!!
Urges Trudeau to resign or leave office, framed as a direct call for political action.
Call to Action
0.85
@enriquetamonteclaro5817
Mar 4, 2025
Canada and Mexico should do a 99% tariff on the USA , don’t let this Hitler dictator intimidate you
Canada and Mexico should do a 99% tariff on the USA , don’t let this Hitler dictator intimidate you
Urges Canada and Mexico to take retaliatory action against the USA, framed as resistance to authoritarian leadership.
@tonyruiz3729
Mar 4, 2025
Justin and Canadians, please keep pushing back. The whole world needs to speak louder against the tyranny of the orange-faced evil.
Justin and Canadians, please keep pushing back. The whole world needs to speak louder against the tyranny of the orange-faced evil.
Urges Canadians to 'speak louder' against what the commenter frames as tyranny, combining a call to action with moral framing.
@Lnel3799
Mar 4, 2025
They aren't deporting enough ! Get them out of here !
They aren't deporting enough !
Get them out of here !
Demands increased deportations with urgent language, functioning as a call for stronger enforcement action.
soilentgreen3813
Dec 24, 2025
Long Overdue, get all the criminals out NOW. CBSA need to step up and do more to get the SO-CALLED Students out and find the Ones who are hiding in OVERCROWDED Basements. 👎👎👎👎🎄🎄
Long Overdue, get all the criminals out NOW. CBSA need to step up and do more to get the SO-CALLED Students out and find the Ones who are hiding in OVERCROWDED Basements. 👎👎👎👎🎄🎄
Demands immediate deportation of criminals and enforcement action against undocumented students, with urgent language and negative emojis.
Devilcity6275
Dec 24, 2025
Trump must Go!! Impeachment is now !!!!
Trump must Go!! Impeachment is now !!!!
Directly urges impeachment action against Trump with emphatic language.
Call to Action
0.85
@chrisa.8175
Mar 4, 2025
Keep going!
Keep going!
Brief encouragement to continue current enforcement or deportation efforts, functioning as a call to action.
Call to Action
0.85
augurseer
Dec 24, 2025
Nice speech. Just 9+ years to late to speek on behalf of Canadians. Mr. Trudeau please leave. Leave the PM office now. Leave Canadas Parlament right now.
Nice speech. Just 9+ years to late to speek on behalf of Canadians. Mr. Trudeau please leave. Leave the PM office now. Leave Canadas Parlament right now.
Directly urges Trudeau to resign from office immediately, combining demand for action with implicit criticism of his leadership.
@kevinoneill41
Mar 4, 2025
I urge all Canadians to continue not going to the USA. In fact, double down. No! Triple down on not going to Trump's America.
I urge all Canadians to continue not going to the USA. In fact, double down. No! Triple down on not going to Trump's America.
Explicitly urges Canadians to avoid traveling to the USA, escalating the call with 'triple down' language and political framing.
RobertSpibey
Dec 9, 2025
WE NEED RESTORE CANADA
WE NEED RESTORE CANADA
Urgent call to restore Canada, mobilizing others toward nationalist action.
fn-Jeff
Feb 19, 2026
when will this guy step down? let the new leadership bargain with Trump
when will this guy step down? let the new leadership bargain with Trump
Urges leadership change as a response to the current situation, combining a call for action with implicit criticism of current policy handling.
@yuyikming
Mar 4, 2025
Deport Deport Deport
Deport Deport Deport
Repetitive demand for deportation functions as a call to action, with underlying fear-based framing about immigrant presence.
@perryfefchuk637
Feb 19, 2026
Deport please
Deport please
Demands deportation of immigrants, combining a direct call for action with implicit threat/xenophobic sentiment.
4847guchi
Dec 18, 2025
Somebody. Stop this idiot already
Somebody. Stop this idiot already
Urgent plea for someone to take action to stop a political figure.
Call to Action
0.85
@vladdan4997
Mar 4, 2025
Or don’t go at all. Stay home and support Canada! 🇨🇦
Or don’t go at all. Stay home and support Canada! 🇨🇦
Urges people to stay home and support Canada, combining nationalist sentiment with a call to action.
LorraineLevitt
Dec 10, 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)