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
It would BEHOOVE ALL people in Canada to drop Trudeau and hop on the American Gravy Train, or don't and miss a very big opportunity. Trust Ol Sarge.\n-Combat Vet
It would BEHOOVE ALL people in Canada to drop Trudeau and hop on the American Gravy Train, or don't and miss a very big opportunity. Trust Ol Sarge.\n-Combat Vet
Urges Canadians to abandon Trudeau and align with the US; frames this as a choice between two paths with consequences.
@mikeh3084
Mar 5, 2025
Great speach.........good luck america, come on europe lets follow and tell that nation we are not into bullys
Great speach.........good luck america, come on europe lets follow and tell that nation we are not into bullys
Urges Europe to follow Canada's example and stand against bullying, framed as a comparative call to action across nations.
@Sambukerable
Mar 4, 2025
Buy e Canadian buy anything but American 🇨🇦🫡🪖
Buy e Canadian buy anything but American 🇨🇦🫡🪖
Urges buying Canadian products with nationalist framing, combining consumer activism with identity assertion.
jarrettbobbett5230
Jan 4, 2026
That's the only way to get through to this idiot he is drunk with power and not a clue how to run a country properly just get rid ASAP.
That's the only way to get through to this idiot he is drunk with power and not a clue how to run a country properly just get rid ASAP.
Calls for removal of a leader while criticizing their competence and judgment, framed as urgent action needed.
@JosephDoherty-c9r
Mar 4, 2025
cancel the 200 billon we give them a year
cancel the 200 billon we give them a year
Directive to cancel foreign aid, functioning as a policy demand and implicit call for action.
@pinnhead4
Mar 4, 2025
Sounds like the government should be buying 2.8 million one way tickets
Sounds like the government should be buying 2.8 million one way tickets
Sarcastically suggests mass deportation as a policy solution, mixing dark humor with a policy proposal.
abegiesbrecht1148
Jan 18, 2026
BUY CANADIAN ??
BUY CANADIAN ??
Urges people to purchase Canadian products as an economic response.
Call to Action
0.75
@LevelUp1111
Mar 4, 2025
Dr Mr Trump, Americans want a good relationship with Canada. Not Russia. Please think about what your doing. Every move of yours doesnt need to be radically bold and outlandish.
Dr Mr Trump, Americans want a good relationship with Canada. Not Russia. Please think about what your doing. Every move of yours doesnt need to be radically bold and outlandish.
Direct appeal to Trump to reconsider his approach and prioritize US-Canada relations over radical actions.
@robertcummings4083
Mar 5, 2025
Target imports from red states with the most punitive sanctions.
Target imports from red states with the most punitive sanctions.
Urges targeted sanctions against specific states, combining a policy proposal with an implicit call for action.
@pmwiky
Mar 4, 2025
No one is willing to stand up to Trump in the United States. He has surrounded himself with yes men who pander to his every whim. How can we let this destruction go on for …
No one is willing to stand up to Trump in the United States. He has surrounded himself with yes men who pander to his every whim. How can we let this destruction go on for another four years!?
Expresses alarm about political situation and implicitly calls for resistance or action against perceived destruction.
@PatS-h4r
Mar 5, 2025
It’s Anti-Trump causing everyone else to be hated. Trump destroys everything he touches. Only Trump could fail with a WHOLE CASINO. Only Trump could single Handedly destroy a strong country. TRUMP MUST GO!!!!!
It’s Anti-Trump causing everyone else to be hated. Trump destroys everything he touches. Only Trump could fail with a WHOLE CASINO. Only Trump could single Handedly destroy a strong country. TRUMP MUST GO!!!!!
Condemns Trump's character and impact while implicitly calling for his removal from office.
@Winnie9801
Mar 4, 2025
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Urges the Canadian government to initiate diplomatic talks with multiple countries, framed as a policy recommendation.
@yvanpimentel9950
Mar 4, 2025
#SecedeCalifornia before it's too late! \nAlly with Canada, Mexico, and the U.N
#SecedeCalifornia before it's too late! \nAlly with Canada, Mexico, and the U.N
Urges political action (secession) and frames Canada as an ally in comparison to current US governance.
@mindoftheoldone1743
Mar 4, 2025
I will not buy anything from the states ever again. Even if the trade war ens, you can thank the guy you voted for, I do feel very bad for the citizens who didn't vote …
I will not buy anything from the states ever again. Even if the trade war ens, you can thank the guy you voted for, I do feel very bad for the citizens who didn't vote for him, those people I will support
Declares a personal boycott action and urges differentiation between voters and non-voters based on moral responsibility for political outcomes.
@sweetpeaGraff
Mar 4, 2025
Trudeau should be in jail for a long time for the crap he pulled.
Trudeau should be in jail for a long time for the crap he pulled.
Calls for legal action against a political figure, framing it as a moral imperative based on alleged wrongdoing.
chrmartube
Jun 21, 2025
Let them Leave
Let them Leave
Brief statement urging departure of immigrants or immigration programs, functioning as a directive statement.
Call to Action
0.75
JohnDera-i3s
Apr 14, 2025
Just don't go, easy breezy, stay the hell out
Just don't go, easy breezy, stay the hell out
Urges Canadians to avoid the USA entirely, framing it as a simple solution to an implied threat or problem.
roxannecox3872
Dec 8, 2025
CfNoNx stop pushing the trump agenda. It is not America.
CfNoNx stop pushing the trump agenda. It is not America.
Urges others to stop promoting Trump's agenda, framing it as un-American and calling for resistance.
@danabennett4330
Mar 4, 2025
So many fraudsters with ZERO RESPECT for Canada! I hope CBSA is watching the guy at @2:14 before he overstays his welcome! Also, can we get a compilation of just the guy in the high …
So many fraudsters with ZERO RESPECT for Canada! I hope CBSA is watching the guy at @2:14 before he overstays his welcome! Also, can we get a compilation of just the guy in the high viz vest? He's a rock star! Just call him High viz Harry if he doesn't want his name used... Pretty sad when the long time Indian immigrant doesn't even like the new comers🤣
As for the smuggler - I hope an anonymous tip was made...
Urges authorities to investigate suspected immigration fraud and overstaying, while praising compliant immigrants and calling for enforcement action.
keeneyeful
Feb 9, 2026
Close your border with American and buy everything from China ?? ?
Close your border with American and buy everything from China ?? ?
Urges Canada to close borders and redirect trade to China, advocating for specific policy action with economic rationale.
@James-y5s8x
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)