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
GO TO FRISCO TX!!!! Expose the fraud!
GO TO FRISCO TX!!!! Expose the fraud!
Urges the content creator to investigate a specific location, framed as exposing fraud.
Call to Action
0.80
ayggman2795
Jan 27, 2026
8:20 alright this guy should be president
8:20 alright this guy should be president
Endorsement suggesting someone should hold political office, implying support for their views.
Call to Action
0.80
01NATHAN10
Jan 27, 2026
PLEASEEEEEEEEEEE go to Prince George British Columbia and witness how bad it is
PLEASEEEEEEEEEEE go to Prince George British Columbia and witness how bad it is
The commenter urges the creator to visit a specific location and witness a negative situation, implying severity.
chels7692
Jan 27, 2026
REIMIGRATION NOW
REIMIGRATION NOW
Urgent demand for policy reversal (re-emigration) framed as nationalist action.
NotSoberINC
Jan 27, 2026
brother get all back on the bus and go back please Canada would be a lot better off
brother get all back on the bus and go back please Canada would be a lot better off
Urges immigrants to leave Canada while framing their presence as harmful to the nation.
MyDAaddyyGames
Jan 27, 2026
Change the racist thumbnail.
Change the racist thumbnail.
Demands removal of thumbnail based on ethical objection to racist content.
twolsighar
Jan 27, 2026
So deport one bring in 100. Get them all out and no more in until Canadians all have food and housing
So deport one bring in 100. Get them all out and no more in until Canadians all have food and housing
Demands deportations and immigration freeze, prioritizing resource allocation to Canadian citizens, framed as urgent action needed.
Jeflan722
Dec 28, 2025
Need more coverage on toronto
Need more coverage on toronto
Request for the creator to produce more content focused on a specific geographic location (Toronto).
Call to Action
0.80
Madnesschannel100
Jan 27, 2026
Literally, they should all just be denied and sent home. Cases closed.
Literally, they should all just be denied and sent home. Cases closed.
Demands mass deportation as a policy action, framed as a definitive solution to immigration.
rettbutler1312
Jan 20, 2026
We need mass deportations
We need mass deportations
Advocates for mass deportations as a policy action, framed as a solution to perceived threat.
Andrew-hp1jk
Jan 21, 2026
Take all the applications and throw them away
Take all the applications and throw them away
Advocates for rejecting immigration applications as a direct policy action, expressed hyperbolically.
lorettakoch7408
Jan 21, 2026
This is just tip of iceberg. This is peanut. Deport 1 million a day
This is just tip of iceberg. This is peanut. Deport 1 million a day
Explicit demand to deport 1 million daily, framed as addressing an existential problem ('tip of iceberg').
abbyiyer2011
Dec 27, 2025
Not fast enough....that number should be 100 000 a day...all those that have invaded canada in pass 20 yrs.
Not fast enough....that number should be 100 000 a day...all those that have invaded canada in pass 20 yrs.
Demand for mass deportations with 'invasion' framing that asserts national boundary protection as identity issue.
kraken1569
Dec 27, 2025
0 immigrants for at least 5 yrs
0 immigrants for at least 5 yrs
Advocates for a specific policy position (zero immigration for 5 years) as a demand or rallying point.
Call to Action
0.80
johnqpublic8109
Jan 20, 2026
We should remigrate the last 40 years of immigration, legal and illegal.
We should remigrate the last 40 years of immigration, legal and illegal.
Advocates for reversing four decades of immigration policy through explicit call to 'remigrate' existing immigrant populations.
jf8346
Dec 27, 2025
Yo! The government should have a department to go after all the countries these deported people come from to get refunded for the flights.
Yo! The government should have a department to go after all the countries these deported people come from to get refunded for the flights.
Proposes a specific government action (creating a department to seek refunds from origin countries) as a policy solution.
sweetpapayasourpeach
Dec 24, 2025
It should be hundreds or maybe even thousands deported daily!
It should be hundreds or maybe even thousands deported daily!
Advocates for aggressive deportation policy as a specific action, framed as a demand for stricter enforcement.
marcusmachado3001
Dec 27, 2025
Start with the criminals we let in!
Start with the criminals we let in!
Demands prioritized deportation of criminals, framing this as an urgent policy action needed.
michaeld.1128
Dec 24, 2025
It’s simple stay home, spend your money in Canada.
It’s simple stay home, spend your money in Canada.
Urges staying home and spending money domestically, combining nationalist economic reasoning with behavioral directive.
brucepollock1798
Dec 9, 2025
How about we all just stay home till illegal migration is under control .
How about we all just stay home till illegal migration is under control .
Urges collective action ('we all just stay home') framed around concerns about illegal migration control.
danielgriffin8132
Dec 9, 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)