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
I thought he was stepping down , Canada do what you must!
I thought he was stepping down , Canada do what you must!
Urging Canada to take necessary action, referencing Trudeau's resignation announcement.
Call to Action
0.75
@alfredolopez4092
Mar 4, 2025
Or do the right thing and just stay home. Snowbirds... I'm looking at you!
Or do the right thing and just stay home. Snowbirds... I'm looking at you!
Urges Canadians to avoid travel to the US and specifically targets snowbirds, framed as the ethical choice.
bobbbxxx
Dec 8, 2025
CNN godi media. Boycott it.
CNN godi media. Boycott it.
Calls for boycott of CNN with dismissive language; combines action urging with sarcasm.
@tpatel7091
Mar 4, 2025
Arrest Trump and Elon,!!!!!!
Arrest Trump and Elon,!!!!!!
Demands arrest of political figures, combining call-to-action with underlying threat/conflict framing.
@janetrosenow2595
Mar 4, 2025
the lie needs to end, quit spreading it, talk to real people, get out of your bubble in the media/politics/Toronto
the lie needs to end, quit spreading it, talk to real people, get out of your bubble in the media/politics/Toronto
Urges media and political figures to engage with ordinary people and abandon 'bubbles,' implicitly calling for changed discourse practices.
rona3393
Feb 17, 2026
This politician is so far up trump's trump that she is trying with all her mindless word salad to create instability. They have paid her off to remain a traitor in Canada. United we stand. …
This politician is so far up trump's trump that she is trying with all her mindless word salad to create instability.
They have paid her off to remain a traitor in Canada.
United we stand.
Boycott the usa
Boycott the usa world Cup!
Combines accusations of betrayal and corruption with explicit calls to boycott, framed as patriotic action; contains unsubstantiated claims.
@asaraset9568
Feb 20, 2026
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, …
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, who kept posting in their Instagram 2x work permit etc.
Urges deportation using surveillance and legal mechanisms, contains unsubstantiated claims about immigration fraud.
thefaq2575
Jan 29, 2026
10:03 hey Tyler, your sponsor is a scam, and is probably stealing peoples data to sell.
10:03 hey Tyler, your sponsor is a scam, and is probably stealing peoples data to sell.
Warns the creator about a sponsor with unsubstantiated claims of data theft, attempting to alert others.
JayMan12135
Jan 27, 2026
CANADA NEEDS ICE LIKE USA
CANADA NEEDS ICE LIKE USA
Calls for Canada to adopt US-style immigration enforcement (ICE), implicitly comparing the two countries' approaches.
arifanasir610
Nov 13, 2025
The rcmp should audit them self
The rcmp should audit them self
Calls for the RCMP to audit itself, combining a demand for institutional accountability with implicit policy critique.
@gcs9350
Feb 20, 2026
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
Proposes a specific democratic reform (by-elections when MPs change parties) framed as a rhetorical question.
chrisabc123
Jan 4, 2026
Great decision and i hope BC does same.
Great decision and i hope BC does same.
Expresses approval and hopes another province will adopt similar measures, implicitly urging action.
Call to Action
0.75
shem4753
Nov 21, 2025
Can Canadians have a referendum? Maybe the question can be should we deport this woman to the USA?
Can Canadians have a referendum? Maybe the question can be should we deport this woman to the USA?
The comment sarcastically proposes a referendum and calls for deportation of a specific individual, framing them as an outsider.
@Wayne-z1x
Feb 21, 2026
I hope you reported those guys
I hope you reported those guys
Urges the commenter or others to report illegal activity, though context is unclear.
Call to Action
0.75
modestoca25
Jan 27, 2026
Clean the country, deport this !!!!
Clean the country, deport this !!!!
Urges mass deportation as a solution, framed as 'cleaning the country,' combining action-oriented language with threat framing.
kayle_N
Oct 2, 2025
Tell your politicians 😅😅😅
Tell your politicians 😅😅😅
Brief exhortation to contact politicians with sarcastic tone, combining civic engagement messaging with ironic commentary on political efficacy.
angelriporapthap2919
Oct 4, 2025
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Calls for mass deportation based on unsubstantiated claims of false entry information.
romuloyabar9658
Oct 2, 2025
RESIGN ALREADY YOU GLOBALIST SHILL
RESIGN ALREADY YOU GLOBALIST SHILL
Demands resignation while using unsubstantiated label ('globalist shill'), combining action demand with conspiracy-adjacent framing.
@DanielFreeMan365
Mar 4, 2025
Deport all illegal fraud people in the name of student shame on them
Deport all illegal fraud people in the name of student shame on them
Demands deportation of illegal immigrants and fraudulent students, framed as a policy action.
mohamedsiddiqi4406
Sep 30, 2025
I wonder what Carney thinks of this this needs to go to the house of commons
I wonder what Carney thinks of this this needs to go to the house of commons
Expresses concern about a political figure's position and urges escalation to parliament.
marlabrown1753
Sep 30, 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)