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
leaders shall be punishment and reorganization shit they created, but peaceful protest will bring nothing
leaders shall be punishment and reorganization shit they created, but peaceful protest will bring nothing
Calls for punishment and reorganization of leadership while dismissing peaceful protest, urging alternative forms of action against perceived governmental failures.
avetsuper6272
Sep 27, 2025
Stay in Canada, PLEASE
Stay in Canada, PLEASE
Urges immigrants to remain in Canada rather than settle, with implicit nationalist framing about who belongs.
jayjay-bz3rr
Jan 27, 2026
honestley just let both sides make a agreement so that the both sides can be happy about this brampton city. thats my solution thanks
honestley just let both sides make a agreement so that the both sides can be happy about this brampton city. thats my solution thanks
Proposes compromise solution to a local dispute, urging both sides to reach agreement for mutual satisfaction.
NirggashitioTakashiMann
Jan 29, 2026
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
Next make a video about How europians genocide Red Indians in North America.
Next make a video about How europians genocide Red Indians in North America.
Requests video content on a historical topic while implicitly comparing treatment of indigenous peoples to current immigration discourse.
James_Bond_007-y6x
Jan 27, 2026
Go after Orange Alien hard Mr. Trudeau.He understand just that speach.
Go after Orange Alien hard Mr. Trudeau.He understand just that speach.
Commenter urges Trudeau to take aggressive action against Trump, using dehumanizing language.
Call to Action
0.72
@nazimhaxha5491
Mar 5, 2025
Close the border on him ????
Close the border on him ????
Brief rhetorical question/suggestion to close the border on Trump, functioning as a call to action.
@Sonictheheadghog-k7s
Mar 4, 2025
No more immigrants for the next 3 years.
No more immigrants for the next 3 years.
Advocates for a specific policy position (immigration moratorium) in imperative form.
starzba6291
Jan 19, 2026
You’re making a big mistake. Let is unite in brotherhood! EAST Alaska #51???MAGA!!
You’re making a big mistake. Let is unite in brotherhood! EAST Alaska #51???MAGA!!
Urges unity and brotherhood while promoting a political slogan (MAGA), combining solidarity language with implicit political mobilization.
@Heel.Grabber
Mar 4, 2025
Canada, Mexico and Europe should do a new trade agreement
Canada, Mexico and Europe should do a new trade agreement
Proposes a specific policy action (new trade agreement) among three nations.
@bot-sk8mt
Mar 4, 2025
Many thanks to Trudeau. I just love it, World Democracy Leaders like Trudeau, Macron, Keir Starmer and many more EU leaders will come to the aid of Americans to show just how Corrupt and Deranged …
Many thanks to Trudeau. I just love it, World Democracy Leaders like Trudeau, Macron, Keir Starmer and many more EU leaders will come to the aid of Americans to show just how Corrupt and Deranged Trump is and, he can't threaten or fire them. Trump's actions WILL trigger a unification of EU Countries with Canada and any other country that Trump threatens. Tesla EVs won't be purchased, EU and Canadian Satellites won't be launched by US companies, and you'll see EU and Canadian Defense company R&D funding and sales take-off as new Trade agreements are made between these other countries that Severely hurt the US Economy in numerous ways which, just maybe, some since into the total Nut-Job, Scum-Bag, multi-Felon and Rapist named Donald.
Calls for international coalition-building and economic retaliation against Trump's policies while framing it as a moral stance against corruption and threats.
@daviddeam7050
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
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
Trump your isolating yourself..your making a big mistake
Trump your isolating yourself..your making a big mistake
Urges Trump to reconsider isolationist policies, framed as warning about strategic mistakes.
@dg-wb4xg
Mar 5, 2025
Trudeau you’re finished bye bye
Trudeau you’re finished bye bye
Dismissive statement urging departure of political figure, functioning as a call for political change.
Call to Action
0.70
@julietcopeland5230
Mar 5, 2025
Annex Canada.
Annex Canada.
Cryptic statement 'Annex Canada' appears to be a call for political action, though meaning is ambiguous.
Call to Action
0.70
woollygoat8921
Jan 28, 2026
Do brampton next.
Do brampton next.
Brief directive requesting investigation or action on another location (Brampton), implying similar concerns elsewhere.
Call to Action
0.70
Supernova12034
Feb 18, 2026
Just about time👍🏻
Just about time👍🏻
The thumbs-up emoji and 'about time' suggest approval and implicit support for action on immigration policy.
Call to Action
0.70
MARIPILIPM
Apr 17, 2025
Living in mtl... pls bust these mfers out !
Living in mtl... pls bust these mfers out !
Urges action ('bust these mfers out') with implied threat/removal language directed at a group in Montreal.
trxash3039
Jan 27, 2026
FUCK CARNEY!!
FUCK CARNEY!!
Expresses strong opposition to a political figure (Carney) in an emphatic manner, implicitly urging rejection of their policies.
Call to Action
0.70
Gesù_è_salvatore
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)