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 borders.
Close the borders.
Minimal statement urging restrictive border policy as a direct action or demand.
prabhdeepdhahan1147
Jan 27, 2026
Go to Windsor next
Go to Windsor next
Urges the video creator to visit another location (Windsor) for similar content.
Call to Action
0.80
spirc21
Jan 27, 2026
Deport the jeets
Deport the jeets
Brief call for deportation of Indian immigrants, using a derogatory slur.
Call to Action
0.80
munchieez91
Jan 27, 2026
GET THE GUY ON THE BIKE & VEST ON SOMEONES PODCAST.....NOW! FOR THE LOVE OF ALL THAT IS HONEST
GET THE GUY ON THE BIKE & VEST
ON SOMEONES PODCAST.....NOW!
FOR THE LOVE OF ALL THAT IS HONEST
Urgent plea to amplify a specific person from the video through podcast platform, seeking wider audience engagement.
collier6794
Jan 27, 2026
About bloody time! Deport them all! Canadians might actually get employment if the Lieberals and corporations can't exploit the immigration system anymore to destroy Canadians lives and livelihoods.
About bloody time! Deport them all! Canadians might actually get employment if the Lieberals and corporations can't exploit the immigration system anymore to destroy Canadians lives and livelihoods.
Calls for deportation while framing immigration as economically harmful to Canadian workers.
DeborahDiduck
Jan 3, 2026
If Canada made that guy on the bike Prime Minister instead of whatever fig it is now, Canada would be saved in a few months.
If Canada made that guy on the bike Prime Minister instead of whatever fig it is now, Canada would be saved in a few months.
Implicitly urges political support for an anti-immigration figure as a solution to Canada's problems, framed as national salvation.
firemarshal182
Jan 27, 2026
I fully approve that my tax money be used to remove people that shouldn’t be here another 5 or 6 million more to go. Also end the asylum program .
I fully approve that my tax money be used to remove people that shouldn’t be here another 5 or 6 million more to go. Also end the asylum program .
Expresses support for deportations and explicitly calls for ending the asylum program.
UBGaming-y5k
Jan 1, 2026
Should cut everything to 0
Should cut everything to 0
Demands complete cessation of immigration programs, framed as a policy action.
pw1513
Jan 3, 2026
Deportations are not at a high enough level. We need to increase it 100x and stop letting more in. We need to fix Canada first.
Deportations are not at a high enough level. We need to increase it 100x and stop letting more in. We need to fix Canada first.
Demands increased deportations and stricter immigration policy while urging prioritization of domestic issues ('fix Canada first').
SK_Conservative
Dec 30, 2025
They need to deport three million immediately.
They need to deport three million immediately.
Demands immediate mass deportation action, framed as an urgent call to government.
castlerock58
Dec 30, 2025
deportdeportdeport
deportdeportdeport
Repetitive demand for deportation action, expressing a call for specific policy implementation.
Call to Action
0.80
spekblue6027
Dec 30, 2025
Go higher....much higher.
Go higher....much higher.
Demands increased deportation numbers with minimal elaboration, urging stronger action.
Call to Action
0.80
flynn4838
Dec 25, 2025
Rookie numbers, we need 400,000 a week
Rookie numbers, we need 400,000 a week
Sarcastically demands dramatically higher deportation numbers, using hyperbole as a rhetorical device to call for stricter immigration enforcement.
Porkleaker
Dec 31, 2025
MOAR!!!!!!!!!!!!!!!!!!!!!! I would love to go into a hospital and get service in less than 12 hours/
MOAR!!!!!!!!!!!!!!!!!!!!!!
I would love to go into a hospital and get service in less than 12 hours/
Demands more deportations while linking it to healthcare system strain, combining a call for action with economic/resource concerns.
bobloblaw204
Dec 31, 2025
Now that you have finished here go to Hongcouver next.
Now that you have finished here go to Hongcouver next.
Urges the creator to investigate another location (Vancouver), with implicit comparative framing about immigration concentration.
Xenophene01
Jan 27, 2026
bro its all of canada you should see saskatchewan lol, you should do something on our drug addict and homeless issues and our government
bro its all of canada you should see saskatchewan lol, you should do something on our drug addict and homeless issues and our government
Urges the video creator to address domestic social issues like homelessness and drug addiction.
andrewj0lic0eur
Jan 27, 2026
avoid any illegal shit, they will use any excuse to take down your channel
avoid any illegal shit, they will use any excuse to take down your channel
Advises the video creator to avoid illegal activities to protect their channel, functioning as a warning or guidance.
dsn1460
Jan 27, 2026
So why is this continuing when it's clearly not what the native born citizens want? Because no one will stand up and take the required action!
So why is this continuing when it's clearly not what the native born citizens want? Because no one will stand up and take the required action!
Urges citizens to take unspecified action against immigration policy, framing it as representing the will of 'native born citizens.'
shoutatthesky
Jan 27, 2026
The ones that live in my town in the USA are awesome people. They are so kind.
The ones that live in my town in the USA are awesome people. They are so kind.
Praises content creator for exposing immigration fraud and criticizes media for covering it up, implicitly calling for greater accountability and awareness.
FawnPhilip
Jan 27, 2026
Not enough! Everyone who is not a PR or citizen must leave immediately.
Not enough! Everyone who is not a PR or citizen must leave immediately.
Demands immediate removal action for non-citizens, framed as exclusionary policy position.
sedliberanosamaloamen
Dec 26, 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)