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
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
Explicitly urges Canadians to contact elected officials and boycott immigrant-related businesses to effect policy change.
Call to Action
0.90
mel3256
Dec 30, 2025
Impeach trump .asap
Impeach trump .asap
Direct call for impeachment action against a political figure.
Call to Action
0.90
@Andrew-ob6mr
Mar 4, 2025
Everyone boycott usa goods
Everyone boycott usa goods
Direct exhortation to others to take a specific economic action (boycott) in response to policy disagreement.
Call to Action
0.90
@mrtran3034
Mar 4, 2025
We as Canadians have to fight back
We as Canadians have to fight back
Direct exhortation for Canadians to take collective action against an unspecified problem.
Call to Action
0.90
@johnnovak6178
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
Keep the deportations coming. Don’t care how much it costs
Keep the deportations coming. Don’t care how much it costs
Urges continuation of deportations and dismisses cost concerns as irrelevant.
Call to Action
0.90
Brandyn88
Dec 25, 2025
Dump Trump!!
Dump Trump!!
Brief imperative urging action against Trump.
Call to Action
0.90
@Mari-q1l9s
Mar 4, 2025
RESIGN AUNTY DANIELLE
RESIGN AUNTY DANIELLE
Direct demand for political resignation, urging action against a specific politician.
Call to Action
0.90
@xlefty
Feb 20, 2026
Close the border
Close the border
Advocates for border closure as a policy action.
alj521
Dec 25, 2025
Boycott Jack Daniel’s Tennessee whiskey maga brand trump supporter company !!!!
Boycott Jack Daniel’s Tennessee whiskey maga brand trump supporter company !!!!
Explicitly urges others to boycott a specific brand based on political affiliation.
Call to Action
0.90
@Raspberry_pi-pie
Mar 4, 2025
Bring in C-ICE❤❤❤
Bring in C-ICE❤❤❤
Calls for implementation of C-ICE (Canadian immigration enforcement) with supportive emoji.
Call to Action
0.90
airman9624
Jan 15, 2026
Get them out
Get them out
Direct imperative urging removal of immigrants, functioning as a call to action without elaboration.
Call to Action
0.90
KevinQuinn-f6m
Feb 4, 2026
Kick these rats out!!!!
Kick these rats out!!!!
Direct call to expel immigrants using dehumanizing language and urgent tone.
Pavel.l445-j7h
Dec 2, 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
GTFO out of our country!
GTFO out of our country!
Direct imperative demanding immigrants leave, framing Canada as an exclusive national space and calling for exclusionary action.
skatesacku
Feb 4, 2026
Get them out, and put J.T. on the first plane load, good riddance.
Get them out, and put J.T. on the first plane load, good riddance.
Direct call to deport immigrants and remove the Prime Minister, expressed as a demand for action.
Call to Action
0.90
TGH622
Feb 18, 2026
Deport all 2.9 million of them.
Deport all 2.9 million of them.
Direct demand to deport all immigrants, framed as urgent action with underlying demographic anxiety.
rollingpaper-x2u
Jan 16, 2026
Canada, please hit trump with everything that you have.
Canada, please hit trump with everything that you have.
Directly urges Canada to take aggressive action against Trump.
Call to Action
0.90
@douglassorge6235
Mar 4, 2025
Deport the lot of them!
Deport the lot of them!
Direct call for mass deportation of immigrants, urging a specific policy action.
Call to Action
0.90
ianhowes8141
Jan 15, 2026
IMPEACH Trump!! IMPEACH Trump!! IMPEACH Trump!! IMPEACH Trump!!
IMPEACH Trump!! IMPEACH Trump!! IMPEACH Trump!! IMPEACH Trump!!
Repeated imperative urging impeachment action against Trump.
Call to Action
0.90
@Mujerreina
Mar 4, 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)