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
When are Canadian people gonna hold our government responsible for this? Trudope and carney
When are Canadian people gonna hold our government responsible for this?
Trudope and carney
Rhetorical question urging accountability and action against government leaders ('Trudope and carney'), with derogatory naming.
MarcoBen-e9j
Feb 18, 2026
A good speech he should not stand down
A good speech he should not stand down
Urges a political figure to continue in office rather than resign, expressing support for continued action.
Call to Action
0.85
@paulterry7672
Mar 4, 2025
Out with the jeets
Out with the jeets
Uses derogatory slang to call for removal of a specific ethnic group.
dannysclone5025
Oct 2, 2025
Can you run for president in the US we need you!
Can you run for president in the US we need you!
Urges a political figure (likely Trudeau) to run for US president, expressing support and desire for alternative leadership.
@rebeccavillalpando5854
Mar 4, 2025
You can thank Trudeau for this happening in Canada. They all need to be arrested prosecuted and deported when released from prison.
You can thank Trudeau for this happening in Canada.
They all need to be arrested prosecuted and deported when released from prison.
Blames Trudeau and explicitly calls for arrest, prosecution, and deportation of immigrants.
mickeyandres2651
Feb 18, 2026
As a Aussie send them back
As a Aussie send them back
Commenter asserts Australian identity while calling for deportation of immigrants, combining identity positioning with a demand for action.
ethanvideosloughry1261
Feb 18, 2026
Ban Indian immigration
Ban Indian immigration
Direct call to ban a specific national group, combining policy demand with ethnic targeting.
Aj-yu6ec
Sep 30, 2025
STOP. WELFARE. CHILD BENEFITS.
STOP. WELFARE. CHILD BENEFITS.
Demands elimination of welfare and child benefits, likely targeting immigrants.
Krishna-kd3ns
Sep 30, 2025
Deport the judges and crown prosecutors that are helping the illegal activities continue
Deport the judges and crown prosecutors that are helping the illegal activities continue
Demands deportation of judicial officials while implying they are complicit in illegal activities, combining action demand with threat framing.
Mike-y9l2m
Feb 18, 2026
Trudeau- don’t resign.
Trudeau- don’t resign.
Direct urging of Trudeau not to resign, attempting to influence political action.
Call to Action
0.85
@irisbradley8777
Mar 4, 2025
ONG get them out! Enough wth
ONG get them out! Enough wth
Expresses urgency to remove immigrants ('get them out') combined with vague threat language, primarily functioning as a demand for action.
bonnytaylor7558
Sep 30, 2025
Hey Canada flip the light switch! Cut the electricity to the US. Right as the glitter ?starts talking this evening. Let that fool feel some consequences for his utter stupidity. Do it!!!!!!!
Hey Canada flip the light switch! Cut the electricity to the US. Right as the glitter ?starts talking this evening. Let that fool feel some consequences for his utter stupidity. Do it!!!!!!!
Urges Canada to take punitive action against the US while expressing hostility toward a political figure, combining calls for action with threat-based framing.
@shannonschrader3324
Mar 4, 2025
Why does no one do anything about this LIKE WTF !!!!!!!!!!!!
Why does no one do anything about this LIKE WTF !!!!!!!!!!!!
Expresses frustration and implicitly urges others to take action against the immigration situation.
Call to Action
0.85
AudioInstigator-Official
Oct 1, 2025
trump and congress need to be voted out trump is a puppet and putin is playing trump.... ww the people of these United States of America had better do something very soon ..... because I …
trump and congress need to be voted out trump is a puppet and putin is playing trump.... ww the people of these United States of America had better do something very soon ..... because I don't think we can wait tell our next elections we need to do sometime now
Urges immediate action against Trump and Congress while framing it as a moral imperative, combining calls to vote/act with ethical concerns about governance.
@TonnyMeckelvaney-ke6vo
Mar 4, 2025
Boycott USA president Donald
Boycott USA president Donald
Explicit call to boycott a political figure, urging others to take action.
Call to Action
0.85
@toronto5060
Mar 4, 2025
This is time for urgent impeachment to this marasmatic Donald Duck Trump!
This is time for urgent impeachment to this marasmatic Donald Duck Trump!
Calls for impeachment of Trump while using derogatory language, combining political action demand with leadership criticism.
@anatolikravets3498
Mar 4, 2025
Total moratorium on ALL immigration, removal of all illegals, commit a crime you're out, no more TFWs.
Total moratorium on ALL immigration, removal of all illegals, commit a crime you're out, no more TFWs.
Demands specific policy changes (moratorium, deportations, removal of TFWs) framed as urgent action items.
anitab610
Feb 18, 2026
I can't wait till this idiot is gone and Pierre becomes PM in October.
I can't wait till this idiot is gone and Pierre becomes PM in October.
Expresses desire for political change and implicitly urges support for a specific candidate, framed within Canadian political identity.
@derekellisCAN
Mar 4, 2025
The world don’t need USA\n1. Stop petrodollar\n2. Stop buying USA bonds\n3. Dumb USA assets\n4. Look for alternative buyer of critical resources \n5. Boycott American product and services \nDo it now
The world don’t need USA\n1. Stop petrodollar\n2. Stop buying USA bonds\n3. Dumb USA assets\n4. Look for alternative buyer of critical resources \n5. Boycott American product and services \nDo it now
Provides specific action items for economic resistance against the USA, framed as necessary response to threat.
@whateverrrrrr123
Mar 4, 2025
Mass deportation now!!!🇨🇦
Mass deportation now!!!🇨🇦
Demands immediate mass deportation action with nationalist emoji, combining a direct call to action with underlying threat/anxiety framing.
vancouverviking4652
Sep 30, 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)