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
That's a kind of language. That needs to be used against Donald Trump straight up..
That's a kind of language. That needs to be used against Donald Trump straight up..
Commenter urges using specific language/rhetoric against Trump, framing it as a strategic political action.
@carlossaenz4075
Mar 4, 2025
We waiting to becom like UK and europe for do something
We waiting to becom like UK and europe for do something
References UK and Europe as cautionary examples while implicitly urging Canada to take action before facing similar problems.
TheSinclair18
Aug 25, 2025
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in …
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in Canada so long USA
Urges others to avoid the USA and support Canada instead, with an assertion of Canadian identity and economic nationalism.
joestjames8781
Dec 8, 2025
Put khalistan in their asshole.
Put khalistan in their asshole.
Inflammatory statement using ethnic/religious reference (Khalistan) as a call for violent action, combining identity-based framing with aggressive rhetoric.
sudipdas2405
Jan 27, 2026
Trudeau strikes again!
Trudeau strikes again!
Blames Prime Minister Trudeau for immigration policy, implicitly calling for political change or accountability.
Aiphiae
Feb 23, 2026
Evel must be punished!
Evel must be punished!
Demands punishment of a named individual, though context is unclear; functions as call for accountability/action.
Call to Action
0.72
LiamWilson-j8y3b
Oct 11, 2025
Finally someone is doing something for this country
Finally someone is doing something for this country
Expresses approval for unspecified action being taken and implicitly urges continued or escalated action on immigration.
datoalavista581
Oct 1, 2025
Let’s make a video on — how native feels abt Eurofication?
Let’s make a video on — how native feels abt Eurofication?
Requests video content on indigenous perspectives while implying cultural displacement concerns.
Urnightmare-666
Feb 28, 2026
Finally, someone trying to do something about this issue
Finally, someone trying to do something about this issue
Expresses approval of someone taking action on immigration issues, implicitly encouraging similar action.
JessiJohnson
Sep 30, 2025
Absolutely!!!!!!! This is what YOU voted for. Sincerely, The 92% Club 7:49. The plain and simple message of a L-E-A-D-E-R??? 18:53 WAIT!!! This election was not about the economy it was about the 'isims'....racism, classicism, …
Absolutely!!!!!!! This is what YOU voted for. Sincerely, The 92% Club 7:49. The plain and simple message of a L-E-A-D-E-R??? 18:53 WAIT!!! This election was not about the economy it was about the 'isims'....racism, classicism, sexisism.
Commenter uses accusatory language about voting choices and frames the election as ideologically driven, with implicit urging for accountability and change.
@QueenQuantina
Mar 4, 2025
Get trump out of office NOW. The republican party is dead and gone, replaced as the new American oligarchs .....headed by Elon musk.
Get trump out of office NOW. The republican party is dead and gone, replaced as the new American oligarchs .....headed by Elon musk.
Urgent demand for political action combined with unverified claims about oligarchy and corporate control.
@dlmcc1987
Mar 4, 2025
Thats why we round them all up and send them all back,and i guess im a racist ,like really thats the best you can say I'm a racist then i am racist.
Thats why we round them all up and send them all back,and i guess im a racist ,like really thats the best you can say I'm a racist then i am racist.
Advocates mass deportation while defensively asserting that opposing immigration criticism as racism is invalid, combining action demand with identity framing.
JohnB-q8g
Feb 27, 2026
Remigration
Remigration
Single-word reference to remigration policy advocacy, implicitly calling for action to remove immigrants.
a848ffge
Sep 20, 2025
Get them out.
Get them out.
Brief demand for deportation of immigrants, expressing both a call to action and underlying threat/fear sentiment.
EC-WoW
Feb 24, 2026
BAD is BAD, either know what you are doing or get the hell out.
BAD is BAD, either know what you are doing or get the hell out.
Demands removal of incompetent officials, framed as an ultimatum.
freddimmick5874
Feb 26, 2026
Deport all of them!😂
Deport all of them!😂
The comment calls for deportation with a laughing emoji, mixing a direct policy demand with sarcastic tone.
SteveConrad-l9j
Feb 23, 2026
She's gotta go
She's gotta go
Brief statement calling for the politician's removal from office.
Call to Action
0.70
@Lambo6fo
Feb 20, 2026
Thanks,Trudeau!
Thanks,Trudeau!
Sarcastic blame directed at Trudeau, implicitly calling for political change or accountability.
@billshogun7068
Feb 19, 2026
Millions must go.
Millions must go.
Calls for mass deportation or removal of immigrants, combining alarmist sentiment with an implicit demand for action.
@duceizwild
Feb 19, 2026
Investigate ICE
Investigate ICE
Calls for investigation of ICE (Immigration and Customs Enforcement), urging action on immigration enforcement matters.
Call to Action
0.70
thierrymanuel4549
Feb 19, 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)