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
Wow what a fucking chump I can’t wait for polivier to go into office
Wow what a fucking chump I can’t wait for polivier to go into office
Expresses desire for political change and anticipation of a new leader taking office, implicitly urging electoral action.
Call to Action
0.88
@gunsarefun4618
Mar 4, 2025
They have to go home
They have to go home
Demands deportation of immigrants, functioning as a direct call for removal action.
Call to Action
0.88
manatoa1
Sep 30, 2025
Get them OUT!!! I WANT ALL 2 MILLION GONE! It's IN (my) PUBLIC *interest*!! So get them GONE!
Get them OUT!!! I WANT ALL 2 MILLION GONE! It's IN (my) PUBLIC *interest*!! So get them GONE!
Emphatic demand to remove immigrants framed as urgent action, combining expulsion rhetoric with appeals to public interest.
d.e.c1609
Dec 25, 2025
I will be boycotting any american products what will you do let us all do this while this madness is on .
I will be boycotting any american products what will you do let us all do this while this madness is on .
Explicitly urges others to boycott American products as a form of collective economic protest.
Call to Action
0.88
@gabejones5147
Mar 5, 2025
Just don't go
Just don't go
Direct, concise exhortation urging others not to travel to the US.
Call to Action
0.88
nickloveridge3667
Dec 9, 2025
Deport The Sh*tters!
Deport The Sh*tters!
Demands deportation using dehumanizing language, framed as urgent action.
spectrumofreality
Jan 27, 2026
Trudeau should stay our prime minister.
Trudeau should stay our prime minister.
Direct statement urging retention of current leadership, functioning as implicit political advocacy.
Call to Action
0.88
@PierreMenardMtl
Mar 4, 2025
I would ban immigration for 100 years ... get all of them out now !
I would ban immigration for 100 years ... get all of them out now !
Extreme demand for immigration moratorium and mass deportation, expressing both action demand and demographic anxiety.
briankerr4512
Dec 25, 2025
Investigate Immigration Canada ffs
Investigate Immigration Canada ffs
Urges investigation into Immigration Canada, combining a demand for action with implicit criticism of the agency.
@Mikinaak2023
Feb 19, 2026
Keep voting liberal and you'll keep getting the same results.
Keep voting liberal and you'll keep getting the same results.
Urges voters to stop voting liberal to change immigration policy outcomes.
douglassduplassie6271
Aug 25, 2025
Get them OUT OUT OUT OUT OUT OUT
Get them OUT OUT OUT OUT OUT OUT
Direct imperative urging removal of immigrants, functioning as a call to action with underlying threat framing.
sherry-g4n
Aug 27, 2025
remove all the double agents in parliament - starting with the east indian members.
remove all the double agents in parliament - starting with the east indian members.
Calls for removal of specific individuals from government based on ethnic/national origin identity, combining action demand with identity-based targeting.
Heartadia
Feb 24, 2026
Impeach Trump!!!\nWe can Safe America!
Impeach Trump!!!\nWe can Safe America!
Directly urges impeachment of Trump and calls for action to 'save America,' explicitly requesting political mobilization.
Call to Action
0.88
@ramonsaez1099
Mar 4, 2025
Deport them all
Deport them all
Direct call for mass deportation, expressing both a demand for action and underlying demographic/security anxiety.
dl_dt1467
Sep 19, 2025
Do Dallas next
Do Dallas next
Direct request urging the content creator to produce similar content about Dallas.
Call to Action
0.88
KevinMarx1
Jan 27, 2026
Please remove carbon tax or resign, Justin. As a Canadian, do not want see you again??
Please remove carbon tax or resign, Justin. As a Canadian, do not want see you again??
Demands removal of carbon tax policy and calls for resignation, combining policy criticism with direct action demand.
@baoshenyi
Mar 4, 2025
Yes please end the sponsorship immigrants and all other immigrants coming in and kick the frauds out and the illegals and insyilam seekers KICK THEM OUT
Yes please end the sponsorship immigrants and all other immigrants coming in and kick the frauds out and the illegals and insyilam seekers KICK THEM OUT
Repeated demands to expel immigrants and asylum seekers, framed as urgent action against perceived threats.
colecadieux9370
Feb 17, 2026
Impeach this idiot asap!!!
Impeach this idiot asap!!!
Commenter directly urges impeachment of the president as a specific political action.
Call to Action
0.88
@joseegonzalez4894
Mar 4, 2025
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED!
This video is spot on, thank you for your efforts!
This liberal government needs to be held accountable to the highest extent. The punishment should be life, they have ruined so many lives that theirs should be ruined also!
Primary focus is urging voters to stop voting Liberal, with accompanying claims of deliberate destruction and calls for accountability.
tammyhayes4067
Aug 27, 2025
Bro go all the way and actually try crossing illegally n document it if possible. That would be awesome
Bro go all the way and actually try crossing illegally n document it if possible. That would be awesome
Urges the content creator to perform a specific action (illegal border crossing documentation) for entertainment/content purposes.
Call to Action
0.88
ashwinpawar5325
Jan 27, 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)