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
Walk out during his address. Make a statement. Walk out for her, me and country. Do not fail. Stand up for USA and walk out. just do it. Walk out. Listen to us. Walk out. …
Walk out during his address. Make a statement. Walk out for her, me and country. Do not fail. Stand up for USA and walk out. just do it. Walk out. Listen to us. Walk out. Walk out. Do it. Walk out. Stop talking. Walk out.
Repeated urgent calls for listeners to walk out during an address as a form of protest and political statement.
Call to Action
0.90
@toadsquarekids6324
Mar 4, 2025
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
Directly calls for deportation and border closure, combining policy demands with action-oriented rhetoric.
pamlambert7181
Aug 25, 2025
STOP IMMIGRATION FROM PUNJAB!
STOP IMMIGRATION FROM PUNJAB!
Direct call to stop immigration from a specific region, with implicit identity-based targeting.
bluebellz-home
Sep 29, 2025
STOP ALL VISAS FROM INDIA EFFECTIVE IMMIDIETELY!! I dont want to live in India: a fellow Canadian!
STOP ALL VISAS FROM INDIA EFFECTIVE IMMIDIETELY!! I dont want to live in India: a fellow Canadian!
Urgent demand to stop Indian visas framed as a Canadian identity position, calling for immediate policy action.
Regina-Phalange
Oct 9, 2025
Ban Immigration for 5 Years ..
Ban Immigration for 5 Years ..
Proposes specific policy action (5-year immigration moratorium) as a direct call for government intervention.
blueberries2910
Aug 29, 2025
Every one out now, and don't leave as ingle one here!!
Every one out now, and don't leave as ingle one here!!
Demands immediate and complete deportation of all immigrants using emphatic imperative language.
Call to Action
0.89
jcoleman5998
Jan 16, 2026
Ramp it up more , close the border .....
Ramp it up more , close the border .....
Urges escalation of deportations and border closure, combining two specific policy demands.
johnziegelbauer4999
Dec 27, 2025
Deport indians button ----->
Deport indians button ----->
Directly calls for deportation of a specific ethnic group, framed as a humorous button metaphor but advocating exclusionary action.
CanadianPuffs
Jan 27, 2026
Canada needs an ICE equivalent immediately to step in.
Canada needs an ICE equivalent immediately to step in.
Demands creation of enforcement agency equivalent to ICE.
LawFirmMarketingPodcast
Sep 28, 2025
Put tariff on America's digital services.
Put tariff on America's digital services.
Direct policy proposal urging implementation of tariffs on American digital services.
@prashanthks5112
Mar 4, 2025
5 million needs to be kicked out from Canada , and then everything will be ok .
5 million needs to be kicked out from Canada , and then everything will be ok .
Explicitly calls for mass deportation of 5 million people, framed as solution to national problems.
andishehkherad9678
Aug 28, 2025
Do not back down Canada,
Do not back down Canada,
Direct exhortation urging Canada to maintain its position and not yield in negotiations or policy disputes.
Call to Action
0.88
@tednelson996
Mar 4, 2025
Bring back Kenney and the conservatives, ASAP!!!!
Bring back Kenney and the conservatives, ASAP!!!!
Direct urging of political action—voting for conservatives and a specific politician.
Call to Action
0.88
Mean-Canuck
Feb 17, 2026
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
Shut the immigration, enough is enough
Shut the immigration, enough is enough
Direct imperative to shut down immigration with an emphatic statement of exhaustion, functioning as a demand for policy change.
WB-vk5dr
Jan 27, 2026
TIME TO RISE UP AND DO SOMETHING NOW !!!!!!!!!!!!!!!!
TIME TO RISE UP AND DO SOMETHING NOW !!!!!!!!!!!!!!!!
Direct exhortation to take immediate action with emphatic language, though lacking specific policy or target.
Call to Action
0.88
@MilesCushion
Mar 4, 2025
REMOVE TRUMP!
REMOVE TRUMP!
Direct imperative urging removal of Trump from office, a clear call to action.
Call to Action
0.88
@beckyjones1068
Mar 4, 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
send them all back...Canada is already a ruined country...thank you liberals
send them all back...Canada is already a ruined country...thank you liberals
Calls for mass deportation while blaming immigrants and the government for national decline, combining action demand with threat framing.
adrianlawson5491
Jan 15, 2026
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
Directly calls for mass deportation and government change as solutions to national decline.
JeffCunningham-sy8qz
Aug 28, 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)