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
Search & Filter
Call to Action
2,768 comments
How do we stop the fuhrer?? I truly do not know, and obviously the Republicans can't get their brown noses out of..........So as their spines crumble, and their noses grow longer, THEY will only repeat …
How do we stop the fuhrer?? I truly do not know, and obviously the Republicans can't get their brown noses out of..........So as their spines crumble, and their noses grow longer, THEY will only repeat the fuhrer's tired bigoted words over and over and nauseum. So...what do we DO?
Urgent plea for action against Trump administration, framed with alarmist language and moral concern.
@SharonSnow-k1q
Mar 4, 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
Man talking about Shariah Law should be deported
Man talking about Shariah Law should be deported
Calls for deportation of someone based on religious law discussion, framing it as a threat requiring removal.
zaiokari1698
Sep 9, 2025
Mr. Trudeau, please do whatever you have too... This administration needs to learn a tough lesson seriously
Mr. Trudeau, please do whatever you have too... This administration needs to learn a tough lesson seriously
Urges Trudeau to take action ('do whatever you have to') while implying criticism of the current administration's approach.
@MsKaDee-it8rh
Mar 4, 2025
the only thing that makes sense is trumps taking orders from putin . time to drag the traitor out of the Whitehouse NOW !
the only thing that makes sense is trumps taking orders from putin . time to drag the traitor out of the Whitehouse NOW !
Primarily urges action ('drag the traitor out') with an unsubstantiated conspiracy claim about Putin influence, though the comment appears off-topic to Canadian immigration.
@Tom-dm9oh
Mar 4, 2025
People in Canada need to wake up and find themselves a Trump
People in Canada need to wake up and find themselves a Trump
Urges Canadians to adopt Trump-like leadership while asserting national identity and political direction.
@Bob-bb3ur
Mar 4, 2025
Why is this speech not EVERYWHERE!!!! As it's supposed to be!!!!
Why is this speech not EVERYWHERE!!!! As it's supposed to be!!!!
Expresses frustration that the speech isn't widely distributed and implicitly urges broader dissemination.
@jkanthjk5338
Mar 4, 2025
Join the Dominion Society. Re-Migration now!!!
Join the Dominion Society. Re-Migration now!!!
Urges others to join an organization and adopt a political position ('Re-Migration'), combining recruitment with identity-based framing.
Teadrinker-ox3pz
Feb 7, 2026
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but majority robberies from The blacks new immigrants. Not racism, but too many Indians, no integrity, not polite, not following our cultural and demanding us to respect them. Respect is a two- way street. Thry don't respect our traditions, they should get deported.
Politicians corruption like a third world countries because those immigrants are from those countries.
Calls for mass deportation while making unsubstantiated claims about immigrant criminality and cultural incompatibility.
yvonnesanita7230
Sep 13, 2025
Next do Surrey BC with the Indian immigration and then Richmond with the Chinese immigration. Canada has entire ethic enclaves cities. They have been gentrified by foreigners.
Next do Surrey BC with the Indian immigration and then Richmond with the Chinese immigration. Canada has entire ethic enclaves cities. They have been gentrified by foreigners.
Requests investigation of other cities while framing ethnic communities as foreign invaders ('gentrified by foreigners'), combining action request with identity-based framing.
happydaze7386
Jan 27, 2026
Trudeau shall lead North Merica. NOT TRUMP, NEXT 3 YRS!
Trudeau shall lead North Merica. NOT TRUMP, NEXT 3 YRS!
Expresses political preference for Trudeau over Trump with implicit support for Canadian leadership.
@ArtemioMarifosque
Mar 4, 2025
Hope someone to handle this crisis all fraud
Hope someone to handle this crisis all fraud
Calls for someone to address immigration fraud crisis, expressing frustration with government handling.
rezazeinizadeh9541
Oct 1, 2025
Trump should maybe rethink things with Canada...
Trump should maybe rethink things with Canada...
Urges Trump to reconsider his approach toward Canada, implying a need for policy change or diplomatic adjustment.
@ajoseph7666
Mar 4, 2025
We need to DEPORT
We need to DEPORT
Demands deportation action, expressing a strong exclusionary stance toward immigrants.
GreenLantern-i4e
Sep 20, 2025
GET OUT ALBERTA
GET OUT ALBERTA
Imperative statement urging people to leave Alberta, likely in response to immigration policy.
Call to Action
0.75
SteveRoeSroe
Feb 27, 2026
Remigration
Remigration
Single-word reference to remigration movement, implying advocacy for immigrants to return to their countries of origin.
Call to Action
0.75
NathanielHiggs41
Feb 5, 2026
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand …
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand strong those who were born here and love this country.
Urges people to resist fear-mongering media and stand strong for their country, with nationalist framing.
@WileyHeaton
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
Maybe you should move to the US.
Maybe you should move to the US.
Suggests the commenter should relocate to another country, implicitly urging them to take action based on dissatisfaction.
Call to Action
0.75
SnakeDaddyExotics
Feb 11, 2026
Cut off their handouts and they will leave!
Cut off their handouts and they will leave!
Advocates for cutting social benefits to immigrants as a policy action to encourage departure.
stephaniedecker5718
Feb 17, 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)