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
Cut the power to USA now! Cut everything
Cut the power to USA now! Cut everything
Urges Canada to take aggressive action (cut power/trade) against the USA, framing as nationalist call to action.
@davidtremblay7376
Mar 4, 2025
You better wakeup Canada..
You better wakeup Canada..
Urges Canadians to become aware/vigilant about immigration issues, implying underlying threat or danger.
CharlesHD-w9i
Jan 29, 2026
Drain the swamp
Drain the swamp
Uses populist slogan 'drain the swamp' as implicit call for political change.
Call to Action
0.70
@duketogo204
Mar 4, 2025
BOYCOTT TESLA
BOYCOTT TESLA
Urges boycott action, though appears off-topic and potentially spam-like given lack of context.
@gilbertoarizona305
Mar 4, 2025
STUDENTS AND FOREIGN WORKERS DO NOT EVEN TRY TO COME TO AMERICA! THIS WILL NOT WE WISE AT ALL!
STUDENTS AND FOREIGN WORKERS DO NOT EVEN TRY TO COME TO AMERICA! THIS WILL NOT WE WISE AT ALL!
Urges foreign students and workers not to come to America, implicitly comparing immigration policies between countries while discouraging migration.
richardbarron8869
Apr 15, 2025
Ax the tax and get out you resigned already months ago
Ax the tax and get out you resigned already months ago
Urges Trudeau to resign and remove taxes, framed as a direct call for action.
Call to Action
0.70
@fatherofmonsterhunter4531
Mar 4, 2025
Send this to the Donald war with Canada is going to happen.
Send this to the Donald war with Canada is going to happen.
Appears to reference a political figure and suggests escalation to conflict, combining alarmism with a call to action.
jimplimkin4026
Jan 28, 2026
Expand to the entire country.
Expand to the entire country.
Brief directive to expand a policy (likely immigration restrictions) nationwide.
Call to Action
0.70
Justaperson717
Nov 21, 2025
Somebody track down that gringo on the bike
Somebody track down that gringo on the bike
Appears to urge tracking/targeting of an individual, though context is unclear and may be meta-commentary.
Call to Action
0.70
Prettypinkunicorn_14
Jan 29, 2026
ZERO POWER.\nZERO FUEL.\nOR ZERO VOTES\n...PERIOD...
ZERO POWER.\nZERO FUEL.\nOR ZERO VOTES\n...PERIOD...
Cryptic call for political action through voting or removal of power, though phrasing is unclear and potentially coded.
Call to Action
0.70
@skooool
Mar 4, 2025
Good good keep it going, why stop there.
Good good keep it going, why stop there.
Vague encouragement to continue some action, likely deportations, framed as a call to escalate.
Call to Action
0.70
Girthmasterflexing
Dec 27, 2025
American oil companies can go home
American oil companies can go home
Directive statement urging American oil companies to leave Canada, framed as policy position.
Call to Action
0.70
@simonAdeWeerdt
Mar 4, 2025
DOUBLE IT IN 2026
DOUBLE IT IN 2026
Urges doubling immigration numbers by 2026, framed as a directive or demand for policy change.
Call to Action
0.70
courtney495
Jan 22, 2026
Annex Canada.
Annex Canada.
Cryptic statement 'Annex Canada' appears to be a call for political action, though meaning is ambiguous.
Call to Action
0.70
woollygoat8921
Jan 28, 2026
CANADA. KIG OUT. OF CUNTREY. ALL. FAKE. REFUGE. VISITORS. VISA. VISITORS. STUDENT.
CANADA. KIG OUT. OF
CUNTREY. ALL. FAKE. REFUGE. VISITORS. VISA. VISITORS. STUDENT.
Calls for removal of immigrants while making unverified claims that refugees and visa holders are fraudulent.
Krishna-kd3ns
Apr 15, 2025
You fucking tell us 😡
You fucking tell us 😡
Expresses emphatic agreement and appears to urge others to acknowledge or act on the video's message, though context is limited.
Call to Action
0.70
AryanSingh-w3k
Jan 28, 2026
Lets vote again...emergency situation.. and let's count all the votes...and reinstate those falsely thrown off thevoter rolls (think racist Georgia etc.
Lets vote again...emergency situation.. and let's count all the votes...and reinstate those falsely thrown off thevoter rolls (think racist Georgia etc.
Urges voting and vote recounting while making unverified claims about voter roll purges, mixing actionable demands with factual assertions.
@Aditiji108
Mar 4, 2025
Why don't you talk about England's invasion in India for 200 years? They stole everything, committed crimes...talk about them.
Why don't you talk about England's invasion in India for 200 years? They stole everything, committed crimes...talk about them.
The commenter is urging the video creator to address historical injustices, implicitly calling for different content coverage while invoking moral arguments about past wrongs.
happyd6145
Feb 4, 2026
Trudea should offer citizenship to those that want to to leave the US. It would make everyone happy.
Trudea should offer citizenship to those that want to to leave the US. It would make everyone happy.
Proposes a policy action (offering US citizenship) with ironic tone suggesting it would resolve political tensions.
@user-ye8bh1sl6d
Mar 4, 2025
Canada better break away from China.
Canada better break away from China.
Urges Canada to take action (break away from China) based on implied security/geopolitical concerns.
@MichaelShafferman-o9y
Mar 5, 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)