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
Canada has two modes , I'm sorry. and your about to be sorry Donald love to the American people Take back your country protest loud come together show the world what democracy is
Canada has two modes , I'm sorry. and your about to be sorry Donald love to the American people Take back your country protest loud come together show the world what democracy is
Urges Americans to protest and unite to demonstrate democracy, with supportive framing toward Canada.
@asteri63
Mar 4, 2025
There's no cure for stupidity, why America is not impeaching him and charge him for treason
There's no cure for stupidity, why America is not impeaching him and charge him for treason
Calls for impeachment and legal action against Trump while expressing alarm about his fitness for office.
@JohnnyMee
Mar 4, 2025
They should have the SIN numbers cancelled and all other benefits
They should have the SIN numbers cancelled and all other benefits
Advocates for punitive government action against immigrants by revoking social benefits and identification numbers.
LeeGovender007
Mar 3, 2026
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream …
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream news, refuses to cover because they are woke trash.
In the U.S., it is Hispanics who are the dominant group, in Canada, it is Indians, We have a lot going on up here.
Urges content creator to produce more Canadian immigration coverage while comparing demographic patterns between U.S. and Canada.
RaisedxFist
Mar 3, 2026
Can you come and do this in Sydney Australia next?
Can you come and do this in Sydney Australia next?
Request for the content creator to replicate the video concept in Sydney, Australia, comparing locations.
lewislibre
Feb 25, 2026
Seems like deliberate incompetence and we need to STOP THIS.
Seems like deliberate incompetence and we need to STOP THIS.
Calls for stopping government action while attributing incompetence to policy implementation.
Anasta-2
Feb 28, 2026
Deport them all, then vet and allow them back.
Deport them all, then vet and allow them back.
Advocates for mass deportation followed by selective re-admission, framed as a policy proposal.
terryb977
Mar 1, 2026
Vassey should counter this hard when she invites Lieberals on her show.
Vassey should counter this hard when she invites Lieberals on her show.
Urges the video host (Vassey) to challenge political opponents more aggressively on the show.
user-lc8sz2lw8o
Feb 24, 2026
Anyone who watched the entire program seen how out of touch tom mulcare was you would have to be an absolute nut job to vote ndp
Anyone who watched the entire program seen how out of touch tom mulcare was you would have to be an absolute nut job to vote ndp
Discourages voting for NDP based on perceived incompetence of a political figure shown in the video.
shannonpetryshyn183
Feb 24, 2026
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Expresses support for a political figure and implicitly urges political change regarding immigration policy.
Call to Action
0.78
SaltyRPNakaNurse
Feb 24, 2026
Canada should start its own ICE team.
Canada should start its own ICE team.
Advocates for Canada to establish its own immigration enforcement agency similar to ICE.
@JuanRivera-wg8iv
Feb 20, 2026
stop refugees and international students .
stop refugees and international students .
Directly urges stopping refugees and international students, framed as a policy demand.
rishi505
Feb 20, 2026
Deport!!!!’
Deport!!!!’
Minimal statement urging deportation, functioning as a direct call for removal action against immigrants.
Jepayepasurssaf
Feb 18, 2026
That is what Trump has been warning us about. Time to act.
That is what Trump has been warning us about. Time to act.
References Trump's immigration warnings and urges action, framing Canada's situation through comparative international lens.
frankspragg5588
Feb 18, 2026
RESTORE BRITAIN PARTY go look it up and learn something and until that happens nothing else will fix anything
RESTORE BRITAIN PARTY go look it up and learn something and until that happens nothing else will fix anything
Urges others to research a political party and implies it's necessary for national change, with nationalist undertones.
trevismckeegan6299
Feb 17, 2026
You should publish the safe house so we can report it to the police
You should publish the safe house so we can report it to the police
Urges viewers to report a location mentioned in the video to police authorities.
Call to Action
0.78
Nocturna.
Jan 27, 2026
Bro...we need to stop letting people into this beautiful country.
Bro...we need to stop letting people into this beautiful country.
Urges restrictive immigration policy ('stop letting people in') framed as protective of the nation, with underlying anxiety about demographic change.
JGburneraccount
Jan 29, 2026
Border patrol needs to set up shop in the NE states that border Canada
Border patrol needs to set up shop in the NE states that border Canada
Urges border patrol to take action at Canada-US border, framing immigration as a security concern.
CBrown86
Jan 29, 2026
Get the f back to your country if your country is so great 😂
Get the f back to your country if your country is so great 😂
Tells immigrants to leave Canada if they prefer their home country, framed as a dismissive ultimatum with humor.
JayB11111
Jan 29, 2026
Trump should put a 100% tariff on Canada for immediate mass deportations.
Trump should put a 100% tariff on Canada for immediate mass deportations.
Comment advocates for specific punitive policy action (tariffs and mass deportations) directed at Canada, framing it as a solution to immigration.
Scooter2730
Jan 28, 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)