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
People is time to impeach Trump les fire him ?
People is time to impeach Trump les fire him ?
Direct urging of others to take political action (impeachment), despite grammatical errors.
Call to Action
0.90
@mariarios5156
Mar 4, 2025
So frustrating that these spokespeople (not journalists) break away from actual news and questioning of Trudeau to them pontificating and making barely comprehensible gibberish. So much for the 4th estate.
So frustrating that these spokespeople (not journalists) break away from actual news and questioning of Trudeau to them pontificating and making barely comprehensible gibberish. So much for the 4th estate.
Directly urges a specific military procurement decision (buy Gripen instead of F-35), calling for action on policy.
Call to Action
0.90
@ClintArchambault
Mar 4, 2025
End mass migration ! Start deporting now
End mass migration ! Start deporting now
Directly urges government action to end immigration and initiate deportations, framed as an urgent imperative.
greg-L3902
Feb 27, 2026
fire her now
fire her now
Direct call to remove the immigration minister from office.
Call to Action
0.90
leonswallow6094
Feb 26, 2026
BOYCOTT ALL AMERICAN PRODUCTS!!!!
BOYCOTT ALL AMERICAN PRODUCTS!!!!
Explicit call for others to take action (boycott) against American products in response to trade tensions.
Call to Action
0.90
@JeffS-w4l
Mar 4, 2025
Do Surrey, BC next !
Do Surrey, BC next !
Direct request for the content creator to produce a video about Surrey, BC.
Call to Action
0.90
DPo_Kat
Feb 25, 2026
You need to report that safehouse to ICE or RCMP, please.
You need to report that safehouse to ICE or RCMP, please.
Directly urges reporting to law enforcement authorities, a specific actionable request.
Call to Action
0.90
filetransfer5383
Jan 27, 2026
Dump Trump!!
Dump Trump!!
Brief imperative urging action against Trump.
Call to Action
0.90
@Mari-q1l9s
Mar 4, 2025
Canadian people, please, please stop buying American products, cancel subscription for Netflix and other platforms, encourage Canadians businesses. This is not to hurt America people, it’s to send a message to the Trump administration that …
Canadian people, please, please stop buying American products, cancel subscription for Netflix and other platforms, encourage Canadians businesses. This is not to hurt America people, it’s to send a message to the Trump administration that we are not going kneel to a bully. We need to be political and use our purchasing power to defend Canadians interests
Explicitly urges Canadians to boycott American products and use purchasing power as political resistance against Trump administration.
Call to Action
0.90
@Tediasun
Mar 4, 2025
Bring this to Ontario!!!
Bring this to Ontario!!!
Direct call to expand or implement a policy initiative in Ontario.
Call to Action
0.90
JeffM638
Feb 18, 2026
Deport quickly. Fast track entire process. Make them work overtime.
Deport quickly. Fast track entire process. Make them work overtime.
Directly urges rapid deportation and expedited processing as a policy action.
Call to Action
0.90
AndreInThe416
Feb 18, 2026
Canada needs our own ICE !
Canada needs our own ICE !
Direct call for Canada to create its own ICE (U.S. Immigration and Customs Enforcement) equivalent.
Call to Action
0.90
Alchemistone87
Feb 18, 2026
Don't back down!!!!
Don't back down!!!!
Exhortation to resist or persist ('Don't back down'), urging others to take a stance.
Call to Action
0.90
@catsanmil
Mar 4, 2025
I am encouraging everyone to boycott American goods and services were you can until the magamadness stop.
I am encouraging everyone to boycott American goods and services were you can until the magamadness stop.
Explicitly urges others to take specific action (boycott American goods) in response to political concerns.
Call to Action
0.90
@northernlight8857
Mar 4, 2025
But will you call an ELECTION RIGHT NOW. GOVERNMENT THE CANADIANS WHAT THEY WANT AND LET US VOTE FOR PIERRE POILIVRE AND THE CONSERVATIVE PARTY SO WE CAN DO DAMAGE CONTROL AND REBUILD PUR COUNTRY.
But will you call an ELECTION RIGHT NOW. GOVERNMENT THE CANADIANS WHAT THEY WANT AND LET US VOTE FOR PIERRE POILIVRE AND THE CONSERVATIVE PARTY SO WE CAN DO DAMAGE CONTROL AND REBUILD PUR COUNTRY.
Directly urges an immediate election and calls for voting for a specific political party to address national problems.
Call to Action
0.90
@93Tillinfini
Mar 4, 2025
ditto - Deport them and their family's with a permanent ban on ever returning
ditto - Deport them and their family's with a permanent ban on ever returning
Directly advocates for deportation of immigrants and their families with permanent bans, expressing extreme exclusionary policy position.
Call to Action
0.90
Raz-v3k
Feb 18, 2026
Bye bye Trudeau 5 more sleeps.
Bye bye Trudeau 5 more sleeps.
Urges voters to remove the current leader in the upcoming election.
Call to Action
0.90
@jdaly5822
Mar 4, 2025
time Canada to stand up..
time Canada to stand up..
Urges Canada to take assertive action ('stand up'), mobilizing others toward a specific response.
Call to Action
0.90
@widodoheru1
Mar 4, 2025
Impeach Trump now!!
Impeach Trump now!!
Direct call for political action (impeachment), though off-topic to Canadian immigration.
Call to Action
0.90
@yesitsmeken7283
Mar 4, 2025
Deport deport deport
Deport deport deport
The comment is a direct, repeated call for deportation with no additional context or nuance.
Call to Action
0.90
tomcotter8138
Feb 18, 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)