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
Another referendum question to add would be: “Do you support defunding the main stream media?”
Another referendum question to add would be: “Do you support defunding the main stream media?”
Proposes adding a referendum question about defunding mainstream media, suggesting a policy action.
Call to Action
0.70
@ToonieCollector
Feb 20, 2026
Trump is just stupid... He doesn't know how relationships work!!!.. He needs to be stopped
Trump is just stupid... He doesn't know how relationships work!!!.. He needs to be stopped
Expresses alarm about Trump's incompetence and explicitly urges action ('needs to be stopped') against him.
@martycerna5814
Mar 4, 2025
Let me translate For the Maga folks. Blu states will not be affected by this mostly red states your president 47 is screwing you over.
Let me translate For the Maga folks. Blu states will not be affected by this mostly red states your president 47 is screwing you over.
Attempts to mobilize MAGA supporters by reframing policy impacts along partisan/geographic lines.
@trusoule365
Mar 4, 2025
Y'all need trump
Y'all need trump
Suggests Canada should adopt Trump-style policies, implicitly urging political change.
ibralovefootball1
Feb 5, 2026
I wish there was a way to undo DT’s election as president
I wish there was a way to undo DT’s election as president
Expresses a wish/desire for action (undoing an election), functioning as an implicit call for political change.
Call to Action
0.70
@m2gautam
Mar 4, 2025
Who gave them permission to drive He should be fired
Who gave them permission to drive He should be fired
Demands punitive action (firing) against an individual, implying they should not have been permitted to work.
AlexisGroupHealth-y5o
Feb 7, 2026
Quick, everyone check your 401k balance and decide if you're still happy with your vote last November
Quick, everyone check your 401k balance and decide if you're still happy with your vote last November
Urges readers to check financial portfolios and reconsider their voting decision, linking economic consequences to political choice.
@westhavenor9513
Mar 4, 2025
Americans wake up ! Canada is your biggest ally - this is disgusting. And what Trump is doing is in a way what Putin is doing to Ukraine. Why would Canadians want to be the …
Americans wake up ! Canada is your biggest ally - this is disgusting. And what Trump is doing is in a way what Putin is doing to Ukraine. Why would Canadians want to be the 51st state? They are their own country and they are proud.
Urges Americans to 'wake up' and recognize Canadian sovereignty, comparing Trump's actions to Putin's aggression.
@soniav8078
Mar 4, 2025
Their are some People that voted for Trump that are finally waking up to the reality of the situation I'm keeping my faith that we will over come all this chaos in our country and …
Their are some People that voted for Trump that are finally waking up to the reality of the situation I'm keeping my faith that we will over come all this chaos in our country and can get rid of Donald Trump and Elon Musk for good
Expresses hope for political change and implicitly calls for removal of Trump and Musk, framed as moral necessity.
@cindyfedack317
Mar 4, 2025
DOUG FORD FOR PRIME MINISTER ! BULLDOG ! When Trudeaus wife left him , she took his balls with her .
DOUG FORD FOR PRIME MINISTER ! BULLDOG ! When Trudeaus wife left him , she took his balls with her .
Calls for Doug Ford as PM with crude humor/insults about Trudeau; primarily a call to action with satirical tone.
@dadskoropad2237
Mar 4, 2025
These countries should tariff red states only…
These countries should tariff red states only…
Proposes a specific policy action (targeted tariffs) as a response to political divisions.
Call to Action
0.70
@briang2566
Mar 4, 2025
Hopefully it will be impeached ?as well his minions
Hopefully it will be impeached ?as well his minions
Urges impeachment action against political figures, though context is unclear.
Call to Action
0.70
@redendizon3172
Mar 4, 2025
It doesn’t make sense not my President invoke amendment 25 ?
It doesn’t make sense not my President invoke amendment 25 ?
Calls for invocation of constitutional amendment (25th) against current president, framed as policy action.
@georgettewatkins4454
Mar 4, 2025
Not buying anything from a certain country (fcourse USA in that case) for the first time :)
Not buying anything from a certain country (fcourse USA in that case) for the first time :)
Announces personal boycott action against a country (USA), implicitly encouraging others to take similar economic action.
Call to Action
0.70
@amadeusdrecyclingart2421
Mar 4, 2025
We will stand up
We will stand up
A rallying cry expressing commitment to stand together, likely in support of Canada's position.
@sylvainroy9509
Mar 4, 2025
Donald need to set down
Donald need to set down
Brief imperative statement urging a political figure to step down from office.
Call to Action
0.70
@coreydews4469
Mar 4, 2025
8:10 Khalistan Country We Need To Support Them.
8:10 Khalistan Country We Need To Support Them.
Urges support for Khalistan independence movement, a political cause related to Sikh separatism.
AlinaRusal786
Feb 5, 2026
Ban TESLA CARS
Ban TESLA CARS
Brief directive urging a specific action (ban Tesla cars), though context is unclear.
Call to Action
0.70
@Pong0221
Mar 4, 2025
A dollar for dollar.\nA Trump for trump. ?\nGo Canada ??. Go!\nMark Carney for PM.
A dollar for dollar.\nA Trump for trump. ?\nGo Canada ??. Go!\nMark Carney for PM.
Cryptic call for reciprocal action ('dollar for dollar, Trump for trump') with encouragement for Canada and suggestion of Mark Carney as PM alternative.
@fuadalsakkaf2694
Mar 4, 2025
this puppet should be kicked out already...
this puppet should be kicked out already...
Calls for removal of a political leader (likely Trudeau), using dehumanizing language ('puppet').
@alr2157
Mar 4, 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)