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
Close the borders asap
Close the borders asap
Direct demand for immediate border closure, framed as urgent policy action.
bennieparker4143
Aug 26, 2025
The Canadians need to step it up!
The Canadians need to step it up!
Exhortation for Canadians to increase effort or commitment in response to the situation.
Call to Action
0.90
@matthewb2415
Mar 5, 2025
So frustrating that these spokespeople (not journalists) break away from actual news and questioning of Trudeau to them pontificating and making barely comprehensible gibberish. So much for the 4th estate.
So frustrating that these spokespeople (not journalists) break away from actual news and questioning of Trudeau to them pontificating and making barely comprehensible gibberish. So much for the 4th estate.
Directly urges a specific military procurement decision (buy Gripen instead of F-35), calling for action on policy.
Call to Action
0.90
@ClintArchambault
Mar 4, 2025
Stop buying iphones, teslas, stop using facebook, stop using all usa tech giants
Stop buying iphones, teslas, stop using facebook, stop using all usa tech giants
Urging others to boycott American tech companies as a form of protest or economic action.
Call to Action
0.90
@vytenisz6482
Mar 4, 2025
AMERICANS... your words here are wasted!! Your ACTION is REQUIRED!!!
AMERICANS... your words here are wasted!! Your ACTION is REQUIRED!!!
Directly urges Americans to take concrete action rather than merely comment, emphasizing the need for mobilization.
Call to Action
0.90
@shanegates678
Mar 4, 2025
I think Trudeau needs to Stay in Power !
I think Trudeau needs to Stay in Power !
Direct statement urging Trudeau to remain in power, functioning as a political endorsement and implicit call to support.
Call to Action
0.90
@evanhi450
Mar 4, 2025
Well done for speaking the the American people, they are the ones that can turn this around. Impeach.
Well done for speaking the the American people, they are the ones that can turn this around. Impeach.
Direct call for impeachment directed at American citizens as agents of political change.
Call to Action
0.90
@loufilmpjes2011
Mar 4, 2025
Impeach that orange traitor
Impeach that orange traitor
Calls for impeachment of a political figure, urging specific legal action against them.
Call to Action
0.90
@johntran5251
Mar 4, 2025
The best way to answer Trump is to globally boycott US goods.
The best way to answer Trump is to globally boycott US goods.
Directly urges others to take a specific action (boycott US goods) in response to Trump.
Call to Action
0.90
@umitagis9508
Mar 4, 2025
Can’t wait for the mid term elections 2026
Can’t wait for the mid term elections 2026
Expresses anticipation for upcoming elections, implicitly urging political change.
Call to Action
0.90
@adnanelkorchi8498
Mar 4, 2025
Maybe Next Federal election get out and Vote. Vote PPC! (Not that ot matters now.) ? ?
Maybe Next Federal election get out and Vote. Vote PPC! (Not that ot matters now.) ? ?
Urges voters to participate in federal election and vote for a specific political party (PPC).
Call to Action
0.90
@Ninja1live
Mar 5, 2025
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
Directly calls for deportation and border closure, combining policy demands with action-oriented rhetoric.
pamlambert7181
Aug 25, 2025
Canadian people, please, please stop buying American products, cancel subscription for Netflix and other platforms, encourage Canadians businesses. This is not to hurt America people, it’s to send a message to the Trump administration that …
Canadian people, please, please stop buying American products, cancel subscription for Netflix and other platforms, encourage Canadians businesses. This is not to hurt America people, it’s to send a message to the Trump administration that we are not going kneel to a bully. We need to be political and use our purchasing power to defend Canadians interests
Explicitly urges Canadians to boycott American products and use purchasing power as political resistance against Trump administration.
Call to Action
0.90
@Tediasun
Mar 4, 2025
Buy Canadian
Buy Canadian
Direct exhortation to purchase Canadian products, likely as economic resistance to US trade actions.
Call to Action
0.90
@shootingsportstransparency7461
Mar 4, 2025
Bye bye Trudeau 5 more sleeps.
Bye bye Trudeau 5 more sleeps.
Urges voters to remove the current leader in the upcoming election.
Call to Action
0.90
@jdaly5822
Mar 4, 2025
Buy Canadian!
Buy Canadian!
Direct exhortation to support Canadian businesses and products as a form of economic action.
Call to Action
0.90
@normcaissie5598
Mar 4, 2025
time Canada to stand up..
time Canada to stand up..
Urges Canada to take assertive action ('stand up'), mobilizing others toward a specific response.
Call to Action
0.90
@widodoheru1
Mar 4, 2025
Buy Canadian products
Buy Canadian products
A direct exhortation urging people to purchase Canadian products as a form of economic action.
Call to Action
0.90
@barbaragdisis4606
Mar 4, 2025
Hopefully Pierre will fight to get alot of these immigrants deported
Hopefully Pierre will fight to get alot of these immigrants deported
Expresses hope that a political figure will take action to deport immigrants, framing it as a desired policy outcome.
arosewaskahat
Aug 26, 2025
STOP VOTING FOR THE LEFT HOLY ****!!!!!!!
STOP VOTING FOR THE LEFT HOLY ****!!!!!!!
Urgent exhortation to stop voting for a political party, with emotional intensity indicating mobilization rather than reasoned critique.
JRyoutube09
Aug 10, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)