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
Shove it, Trudeau. You charge us, we’ll charge you.
Shove it, Trudeau. You charge us, we’ll charge you.
Brief confrontational statement directed at Trudeau advocating for retaliatory action against the US.
@bonnieg8356
Mar 4, 2025
MAGA!!! Bye bye Trudeau, you’re done!
MAGA!!! Bye bye Trudeau, you’re done!
Uses political slogan (MAGA) and urges removal of Trudeau, functioning as a call to political action.
@gunsandpoker7432
Mar 4, 2025
Early termination for idiot trump
Early termination for idiot trump
Calls for Trump's removal from office, urging political action.
Call to Action
0.75
@ziontvdaq4104
Mar 4, 2025
Let's hope Pierre doesn't Bend the knee.
Let's hope Pierre doesn't Bend the knee.
Urges a political leader (Pierre) to maintain a firm stance, framed as protecting national interests.
@YellowKodiak
Mar 4, 2025
If he does 25%, you do 30%. He does 30% you do 35%. Be the one who dictates the frequency and timing of the attack. Sun tzu art of war.
If he does 25%, you do 30%. He does 30% you do 35%. Be the one who dictates the frequency and timing of the attack. Sun tzu art of war.
Urges escalatory action using military strategy metaphor, framing immigration/policy as an 'attack' to be countered aggressively.
@BertrandLim
Mar 4, 2025
I like how he is tackling the situation nicely. as being canadian, we should boycott the American goods so make our economy stable. People who are thinking this is in Americans benefits they see later …
I like how he is tackling the situation nicely. as being canadian, we should boycott the American goods so make our economy stable. People who are thinking this is in Americans benefits they see later what American government do with them .
Urges boycott of American goods to stabilize Canadian economy, framed as patriotic action.
@duaaa8683
Mar 4, 2025
Good now do international students who graduated from diploma mills
Good now do international students who graduated from diploma mills
Urges action on a related policy issue (international students from diploma mills), extending the critique to another category.
KDCO92
Feb 2, 2026
When was the last time Trump said 'thank you' for the electricity? Shut it down!
When was the last time Trump said 'thank you' for the electricity? Shut it down!
Urges Canada to shut down electricity exports to the US as a retaliatory action against Trump.
@fernandofernandes9508
Mar 4, 2025
Can Canadians have a referendum? Maybe the question can be should we deport this woman to the USA?
Can Canadians have a referendum? Maybe the question can be should we deport this woman to the USA?
The comment sarcastically proposes a referendum and calls for deportation of a specific individual, framing them as an outsider.
@Wayne-z1x
Feb 21, 2026
I hope you reported those guys
I hope you reported those guys
Urges the commenter or others to report illegal activity, though context is unclear.
Call to Action
0.75
modestoca25
Jan 27, 2026
About time you had a food school program that was permanent the hells wrong with you - willy 0
About time you had a food school program that was permanent the hells wrong with you - willy 0
Demands permanent food school programs while criticizing government inaction, with a signature suggesting direct address.
RunningOutofideas-y5q
Jan 11, 2026
As an American, Canada should flip the switch to cut off all electricity from Canada to the Northern US.
As an American, Canada should flip the switch to cut off all electricity from Canada to the Northern US.
American commenter urging Canada to take aggressive economic action (cut electricity) against the US as leverage.
@Johnny53kgb-nsa
Mar 4, 2025
Canada, please turn the power off for 24/48 to wake up America that they have made the dumps decision with their choice of leader, it would be a reality check
Canada, please turn the power off for 24/48 to wake up America that they have made the dumps decision with their choice of leader, it would be a reality check
Urges Canada to take dramatic action (power cutoff) to demonstrate consequences to the US, framed as a wake-up call.
@belarada26
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
It's about power but the people who voted Trump and Vance in can very easily taken back and impeeched
It's about power but the people who voted Trump and Vance in can very easily taken back and impeeched
Urges voters to reverse Trump's election through impeachment, a call for political action.
Call to Action
0.75
@RosesGibbs
Mar 4, 2025
Shut up Governor Trudeau, keep it up and we will shut off Federal funding to our 51st State!
Shut up Governor Trudeau, keep it up and we will shut off Federal funding to our 51st State!
Combines identity assertion (51st State framing) with a call to action urging defiance against federal leadership through funding withdrawal.
@robertjohnston9023
Mar 4, 2025
Stop the felon asap.
Stop the felon asap.
Urgent directive to stop an unspecified person, likely urging government action on immigration enforcement.
Call to Action
0.75
@ikemedanizu1917
Mar 4, 2025
I'm okay with spending a few bucks on this. GET THEM OUT
I'm okay with spending a few bucks on this. GET THEM OUT
Expresses willingness to support action ('GET THEM OUT') urging removal of immigrants.
Call to Action
0.75
sc0tte416
Dec 26, 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
I really can’t believe Donald is dragging us down and we sit back.
I really can’t believe Donald is dragging us down and we sit back.
Expresses frustration with a political leader and implicitly urges inaction/complacency as a problem, framed with national identity concern.
@RaXsOn.j
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)