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
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why he keeps them in their respective portfolio?
But he absolutely needs to be also removed
He is doing so much harm to Canada as this 70 yr old has never seen in her entire adult life
He has done nothing to repair the relationship with USA
Which he has to repair
No instead he is working on
China
Go figure why
Because they are a communist regime
Whereas the USA is a democracy and solvant democracy such as our own and as far back Canada use to have a rather strong relationship with them
But now its not
Why?
These are the kind of questions that should be asked
Why
Because
CTV and CBC
Are our CNN
NBC
Equivalent of fake news
And totally Libéral bias
Demands accountability from government leaders and criticizes media bias; primarily urges action against specific politicians.
TheMadame2023
Feb 26, 2026
Mass deportation fixes everything wrong in Canada 🇨🇦
Mass deportation fixes everything wrong in Canada 🇨🇦
Advocates for mass deportation as a solution, framed as a policy position with nationalist sentiment.
vancouverviking4652
Feb 26, 2026
SHE NEED TO BE FIRED WITH SEAN FRASER AND MARK MILLER THEY HAVE DESTROYED THE IMMIGRATION AND THEY ARE SO INCOMPETENT
SHE NEED TO BE FIRED WITH SEAN FRASER AND MARK MILLER THEY HAVE DESTROYED THE IMMIGRATION AND THEY ARE SO INCOMPETENT
Calls for removal of specific government officials while criticizing their immigration policy performance.
carollehince8472
Feb 26, 2026
Time to call ICE and sweep the whole place clean
Time to call ICE and sweep the whole place clean
Calls for mass deportation action ('sweep the whole place clean'), combining a direct call to action with implicit threat language targeting immigrant communities.
h4fixx
Feb 24, 2026
Thank you for covering this. People need to wake up.
Thank you for covering this. People need to wake up.
Thanks the creator for coverage and urges awareness/action ('people need to wake up'), combining appreciation with implicit mobilization.
christianrobertdemassy900
Feb 26, 2026
GET RID OF DIAB BLINKEY SEND HER PACKING CLEARLY INCOMPETENT
GET RID OF DIAB BLINKEY SEND HER PACKING CLEARLY INCOMPETENT
Demands removal of a specific minister with criticism of competence, framed as a direct call for action against a government official.
Woketilyerbroke
Feb 26, 2026
Do a video on Melbourne Australia it’s like your last 5 videos in one place.
Do a video on Melbourne Australia it’s like your last 5 videos in one place.
Requests the creator make a video about Melbourne, comparing it to previous content.
girlyeahright3965
Feb 26, 2026
deport all bogus claim makers today, don't care if they have started a family in the mean time. send the family along with them
deport all bogus claim makers today, don't care if they have started a family in the mean time. send the family along with them
Explicitly calls for deportation of asylum claimants regardless of family circumstances, framing them as fraudulent.
Susan-m6v8i
Feb 24, 2026
5:05 holy based. we need more people to just spit facts
5:05 holy based. we need more people to just spit facts
Urges others to support someone's statement ('we need more people'), framed as spreading factual information.
WingsOfADream1
Jan 27, 2026
If the claim is bogus, they should be put in prison for 3 years to deter future activity, then deported
If the claim is bogus, they should be put in prison for 3 years to deter future activity, then deported
Proposes specific punitive measures (imprisonment and deportation) as a deterrent against fraudulent immigration claims.
whitelightningyoubet
Feb 23, 2026
send everyone with an indian passport home, then lets revisit the issue to see if it's fixed.
send everyone with an indian passport home, then lets revisit the issue to see if it's fixed.
Directly urges mass deportation of Indian passport holders as a policy solution to perceived immigration problems.
mbpaintballa
Feb 18, 2026
Time for a Canadian ICE
Time for a Canadian ICE
Calls for creation of a Canadian immigration enforcement agency modeled on U.S. ICE, implying current systems are inadequate.
Meatball_07
Feb 18, 2026
I would let the police know right away to get these assholes!!!
I would let the police know right away to get these assholes!!!
Urges action (contacting police) in response to perceived wrongdoing, with strong emotional language expressing threat/danger.
rambod12
Feb 23, 2026
Looks like we need ICE here
Looks like we need ICE here
Advocates for adopting ICE-style immigration enforcement, implicitly calling for stricter government action.
warrenwagnerCA
Feb 18, 2026
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
Urges blame assignment to specific political voters, framing them as responsible for immigration outcomes.
Woolverine25
Feb 23, 2026
Canada Border services should contact ICE and get the job done!
Canada Border services should contact ICE and get the job done!
Urges Canadian Border Services to take action by coordinating with ICE for stricter enforcement.
Diesel735
Feb 18, 2026
Canada has to stand up and enforce the law.
Canada has to stand up and enforce the law.
Urges government to enforce existing laws more strictly regarding immigration.
bernob9770
Feb 18, 2026
United Sikhs Mississauga needs to be investigated
United Sikhs Mississauga needs to be investigated
Calls for investigation of a specific organization, urging action against perceived wrongdoing.
Call to Action
0.80
bramptoncrimevideos
Feb 18, 2026
There is thousands to deport including Carney.
There is thousands to deport including Carney.
The comment calls for deportations and names a specific political figure, framing removal as a necessary action.
josephroger9681
Feb 18, 2026
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- …
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process.
I/we feel like nothing ever happens- no charges or convictions. The public needs to see something be done and that is also a deterrent!!!
Justice matters!!
The comment calls for visible criminal justice action (charges, convictions, public proceedings) as both accountability and deterrent, emphasizing justice as a moral imperative.
nadineadams9494
Feb 18, 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)