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
Get them out!
Get them out!
Brief imperative urging removal of immigrants or government action, functioning as a call to action.
Call to Action
0.85
charleswood2948
Feb 27, 2026
Deport and repeat
Deport and repeat
Advocates for repeated deportation cycles as a policy approach.
Call to Action
0.85
viciouslady1340
Feb 18, 2026
Coupé le pétrole coupé électriques et eau aux usa
Coupé le pétrole coupé électriques et eau aux usa
French-language comment urging specific retaliatory actions (cutting off oil, electricity, water to the USA).
Call to Action
0.85
@MarioLaro-e3q
Mar 4, 2025
Ban immigration from these countries for God sakes. It's over the quota You need to have quotas!!!
Ban immigration from these countries for God sakes. It's over the quota
You need to have quotas!!!
Demands implementation of immigration quotas and country-based bans, urging policy change as a direct call to action.
fasteddy-fd3kr
Feb 18, 2026
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Commenter urges halting immigration from specific regions and uses religious/cultural symbols as markers of threat, framed as a policy demand.
burnttoast9112
Feb 17, 2026
Prime Minister, it’s the port of Vanvouver where fentanyl is coming into Canada. Those big cargo ships need to go through customs. Please, get that established.
Prime Minister, it’s the port of Vanvouver where fentanyl is coming into Canada. Those big cargo ships need to go through customs. Please, get that established.
Direct appeal to the Prime Minister to establish customs procedures at Vancouver port to address fentanyl smuggling.
@elizabethmcleod246
Mar 4, 2025
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Proposes specific policy action (mass deportation via defunding) and calls for U.S. assistance, framing immigration control as a concrete objective.
c.gibbons-spackman8166
Feb 17, 2026
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
Calls for mass deportation while attributing inflation and wage decline to immigrants, combining action demands with economic grievance.
ephelesfrance7006
Feb 17, 2026
Send home the 15 million foreigners in our country.
Send home the 15 million foreigners in our country.
Demands removal of immigrants, framing them as a problem requiring action, with underlying fear-based rhetoric.
play2play483
Feb 17, 2026
Get rid of trump and vance
Get rid of trump and vance
Direct imperative urging removal of political figures from office.
Call to Action
0.85
@LetRichieBe
Mar 4, 2025
Why don’t you quit whining and begging and then go start doing some of these great things??
Why don’t you quit whining and begging and then go start doing some of these great things??
Urges the addressee to stop complaining and take action themselves to implement solutions.
Call to Action
0.85
@Hello-i7m
Mar 4, 2025
Cancel all the applications. We're full.
Cancel all the applications. We're full.
Demands cessation of immigration applications with demographic anxiety framing ('we're full').
MrBrody420
Feb 17, 2026
The world is going to make Trump a 2nd class leader. Every country that stands for democracy shouldn’t let Trump fly into their airspace, or let him come to your country. The countries that have …
The world is going to make Trump a 2nd class leader. Every country that stands for democracy shouldn’t let Trump fly into their airspace, or let him come to your country. The countries that have laws that don’t let felons into their countries should apply these laws to Trump, you need to show Trump that enough is enough, and you will not bend to his mafia style of governing. If he our you need to communicate it should be done over a secure video communication, and record it in case Trump threatens you, your country, or if he just goes off the rails in general. If he does threaten you, or your country, or goes off the rails you need to broadcast it to the world. There is strength in numbers, and if the US politicians won’t stand up to Trump, then the rest of the world needs to do so.
Extensively urges world leaders to take coordinated action against Trump, framed as a moral imperative to defend democracy.
@Sean-s6s8z
Mar 4, 2025
Send them back
Send them back
Brief directive urging deportation of immigrants, combining a policy demand with implicit threat framing.
al-bp1pi
Feb 16, 2026
If i was Canadian i would vote for this guy
If i was Canadian i would vote for this guy
Expresses intent to vote for a political figure, urging electoral support.
Call to Action
0.85
@darthportus
Mar 4, 2025
Tek çare ÜMİT ÖZDAĞ❤❤
Tek çare ÜMİT ÖZDAĞ❤❤
Turkish phrase endorsing Ümit Özdağ as 'the only solution,' promoting a political figure as remedy.
Call to Action
0.85
Famagusta74-je6le
Feb 16, 2026
Canada, Take the gloves off. Go with SANCTIONS. Show the deranged the meaning symbiosis.
Canada, Take the gloves off. Go with SANCTIONS. Show the deranged the meaning symbiosis.
Direct urging of Canada to take aggressive action (sanctions) against another nation.
Call to Action
0.85
@alpenglow1235
Mar 4, 2025
Screw this guy, we want a election asap!
Screw this guy, we want a election asap!
Commenter is urging political action (calling for an election) in response to the video's subject.
Call to Action
0.85
@Jermaines-notions
Mar 4, 2025
Bike guy should be Prime Minister
Bike guy should be Prime Minister
Endorses a specific person for political office, urging implicit support for their leadership.
Call to Action
0.85
Ryan-vu5xo
Feb 6, 2026
tyler go back to your country
tyler go back to your country
Direct command telling someone to leave the country, framing them as not belonging.
arieltriton594
Feb 14, 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)