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
Close the boarder send them.home deport the rest canada is closed
Close the boarder send them.home deport the rest canada is closed
Imperative demands to close borders, deport immigrants, and declare Canada closed, combining exclusionary identity assertion with explicit policy demands.
spencersproule6301
Jan 5, 2026
Deport scammer india
Deport scammer india
Demands deportation while making a derogatory generalization about Indian immigrants as scammers.
ChrisBarber-v1j
Feb 25, 2026
We must stop being such suckers! Enough already help our own people now!!!
We must stop being such suckers! Enough already help our own people now!!!
Urges prioritizing domestic citizens over immigrants while framing it as an in-group concern ('our own people').
Homesteadof2
Mar 2, 2026
Deport them along with the Trudeau liberal government that let them into canada
Deport them along with the Trudeau liberal government that let them into canada
Explicitly calls for deportation of immigrants and removal of the government, combining action demand with policy criticism.
karbonphiber
Jan 27, 2026
We need mass deportation
We need mass deportation
Explicitly calls for mass deportation, combining extreme policy demand with implicit threat/fear framing.
coreyyaromy8337
Jan 4, 2026
WTF?! This needs to go Viral in Canada! Please share this with every News Outlet in Canada, Main stream media and independents. Starting with Rebel News, and all others. Please!
WTF?! This needs to go Viral in Canada! Please share this with every News Outlet in Canada, Main stream media and independents. Starting with Rebel News, and all others. Please!
Urgently calls for sharing content with media outlets while implying the content reveals something alarming that needs viral attention.
mikeymike758
Jan 27, 2026
I won't be for Canada until Trudeau is wiped out.
I won't be for Canada until Trudeau is wiped out.
Expresses conditional support contingent on removing Trudeau, implicitly urging political action against the current government.
@JackpotWarrior
Mar 4, 2025
WE stand with Ukraine -- WE stand with Canada <3 WE need republicans and democrats to stand up NOW! We have an unwell President in office and Impeachment needs to take place immediately, before we …
WE stand with Ukraine -- WE stand with Canada <3 WE need republicans and democrats to stand up NOW! We have an unwell President in office and Impeachment needs to take place immediately, before we enter in an unnecessary war!
Expresses support for Canada and Ukraine while urgently calling for impeachment and political action.
@Hot.Coffee.And.Cream.Please
Mar 4, 2025
We call for downfall of Trump
We call for downfall of Trump
Direct call for political action against Trump, urging others to support his downfall.
Call to Action
0.85
@josedennislacson780
Mar 4, 2025
Please people don’t forget Trudeau and the Liberals still need to go!! Don’t let this misdirect you from still getting rid of the Liberals!
Please people don’t forget Trudeau and the Liberals still need to go!! Don’t let this misdirect you from still getting rid of the Liberals!
Directly urges people to vote out Trudeau and the Liberals, warning against distraction from this political goal.
@shanesmith5917
Mar 4, 2025
We don't want this either. One egotistical man is causing and allowing people inside the USA to trash our country. We will vote out anybody associated with him in 2 years. We will push for …
We don't want this either. One egotistical man is causing and allowing people inside the USA to trash our country. We will vote out anybody associated with him in 2 years. We will push for impeachment at that point.
Explicitly urges voting out associated politicians and pushing for impeachment, combined with criticism of leadership.
@dianemsk
Mar 4, 2025
IMPEACH TRUMP now! He is going to bankrupt our country! Don't let him do that! Wake up Americans!
IMPEACH TRUMP now! He is going to bankrupt our country! Don't let him do that! Wake up Americans!
Urges immediate action (impeachment) with accompanying economic threat framing about bankruptcy.
@GalacticTr4veller
Mar 4, 2025
U should send to Trump!!!
U should send to Trump!!!
Directive urging action (sending immigrants to Trump) framed as a political solution.
Call to Action
0.85
amandafamiano2320
Jan 27, 2026
Trump help us please!!
Trump help us please!!
Plea for external intervention (Trump/America) framed as urgent political action.
Call to Action
0.85
Duxx88
Jan 27, 2026
Now us Canadians ask all IS citizens who are with Canada to immigrate to Canada immediately !
Now us Canadians ask all IS citizens who are with Canada to immigrate to Canada immediately !
Urges US citizens who support Canada to immigrate to Canada immediately.
Call to Action
0.85
@AdamS-i2f
Mar 4, 2025
Dude, come back to parliament. Send temporary foreign workers home.
Dude, come back to parliament. Send temporary foreign workers home.
Urges a political figure to take specific action (remove temporary foreign workers) while implicitly critiquing current policy.
kirdi6125
Feb 17, 2026
Alberta you must leave if u want prosperity. Good luck to you
Alberta you must leave if u want prosperity. Good luck to you
Urges Alberta residents to leave the province in response to perceived poor governance, framed as advice for prosperity.
@jasonplante191
Feb 20, 2026
All MP's need to donate their recent raise in pay to the food banks and homeless shelters.
All MP's need to donate their recent raise in pay to the food banks and homeless shelters.
Urges MPs to take specific action (donate raises) to address social issues, combining moral appeal with a direct call to action.
davidbird8854
Feb 18, 2026
Embargo us products
Embargo us products
Urges a specific action (embargo) in response to political/trade concerns.
Call to Action
0.85
@gkp76
Mar 4, 2025
America has too much pride and ego in being a super power we should all boycott american products, to show them that they also need to cooperate with the world and bring them down to …
America has too much pride and ego in being a super power we should all boycott american products, to show them that they also need to cooperate with the world and bring them down to earth
Urges boycott of American products as a form of collective action to pressure the US government.
@Mega543211
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)