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
Same 25% tariffs to US devil government. And shut off oil and electric to US too. Let DEVIL trump to know Canadian STAND TOGETHER
Same 25% tariffs to US devil government. And shut off oil and electric to US too. Let DEVIL trump to know Canadian STAND TOGETHER
Urges retaliatory economic action (tariffs, cutting utilities) while asserting Canadian unity and identity against the US.
@allenyamasaki7978
Mar 4, 2025
Shut the door clean the house and find out where we are and go from there
Shut the door clean the house and find out where we are and go from there
Uses imperative language to urge restrictive immigration policy and internal assessment before proceeding.
byronwaite2824
Feb 27, 2026
Ditch the US, Europe and Asia will take your trade
Ditch the US, Europe and Asia will take your trade
Urges Canada to abandon US relations and pursue trade with Europe and Asia instead.
@MrKoolkyd
Mar 4, 2025
Canada should immediately switch off electricity and all gas and oil to America that will totally fuck them
Canada should immediately switch off electricity and all gas and oil to America that will totally fuck them
Proposes a retaliatory action against America with hyperbolic/sarcastic tone.
@debbiesott5159
Mar 4, 2025
Canada, NOT FOR SALE!!!!
Canada, NOT FOR SALE!!!!
Uses emphatic slogan to rally resistance against perceived American pressure or annexation threats, implicitly urging national solidarity.
@sheepster70
Mar 4, 2025
Maybe you should move to the US.
Maybe you should move to the US.
Suggests the commenter should relocate to another country, implicitly urging them to take action based on dissatisfaction.
Call to Action
0.75
SnakeDaddyExotics
Feb 11, 2026
Stop allowing drugs from coming over the Canadian border.
Stop allowing drugs from coming over the Canadian border.
Urges government action to stop drug trafficking across the Canadian border, combining policy critique with demand for intervention.
@rb5229
Mar 4, 2025
Why don't we turn off the power and water we send to the usa
Why don't we turn off the power and water we send to the usa
Proposes retaliatory action (cutting utilities) against the US in response to trade tensions.
Call to Action
0.75
@evanfrank2245
Mar 4, 2025
Prime minister Trudeau the United States needs to impeach this want to be president the people who voted for this so-called man I don't think that fully realize they put a criminal in office we …
Prime minister Trudeau the United States needs to impeach this want to be president the people who voted for this so-called man I don't think that fully realize they put a criminal in office we need to impeach this man get him out of office very quickly. May God bless you prime minister Trudeau.?
Commenter urges impeachment of Trump while framing Trudeau positively, mixing US political action with cross-border identity positioning.
@theodorekorbos2804
Mar 4, 2025
Tyler come to Buffalo NY across the boarder from Ontario CA
Tyler come to Buffalo NY across the boarder from Ontario CA
Direct invitation/suggestion for the content creator to visit a specific location.
Call to Action
0.75
Imnothuman_
Jan 27, 2026
Really hope Trump is a half term president.
Really hope Trump is a half term president.
Expression of hope for a specific political outcome (Trump serving only one term) functions as an implicit call for others to support this goal.
Call to Action
0.75
@KamenRider1985
Mar 4, 2025
As an Arkansan living in deep maga territory I will never stop fighting for our freedom from tyranny.
As an Arkansan living in deep maga territory I will never stop fighting for our freedom from tyranny.
Asserts regional identity (Arkansan) while pledging commitment to political resistance, urging others to join the fight against tyranny.
@angelcamacho1297
Mar 4, 2025
The sad thing no matter how much reality is thrown at you unless one does something it's not gonna change at all.
The sad thing no matter how much reality is thrown at you unless one does something it's not gonna change at all.
Expresses frustration that awareness alone is insufficient and implicitly urges action to address immigration issues.
LEGEND_WAYNE
Jan 27, 2026
Americans need to stand up to the Russian Asset.
Americans need to stand up to the Russian Asset.
Urges Americans to take action against Trump, framed as a Russian asset, combining mobilization with threat perception.
@dcompose
Mar 4, 2025
How about we stop doing business with you
How about we stop doing business with you
Urges a specific action (stop doing business) directed at an unspecified entity, functioning as a call to economic boycott or protest.
Call to Action
0.75
@NightTerrorGames
Mar 4, 2025
Send them back asap boo hoo 😅😅😅
Send them back asap boo hoo 😅😅😅
Calls for deportation of immigrants with dismissive tone and emojis suggesting sarcastic or mocking intent.
David-g4u3e
Jan 26, 2026
Take note, Jeffiers Democratic Speaker of the House. Take note of PM Justin's Speech to the people. This is how it is done.
Take note, Jeffiers Democratic Speaker of the House. Take note of PM Justin's Speech to the people. This is how it is done.
Urging others (specifically a US political figure) to observe and learn from the PM's approach to communication.
@hfeula
Mar 4, 2025
*Welldone CANADA 🇨🇦 Plz make more Strict Rules Thx*
*Welldone CANADA 🇨🇦 Plz make more Strict Rules Thx*
Brief message praising Canada and urging stricter immigration rules, functioning as a call for policy tightening.
Call to Action
0.75
s0hail1
Feb 11, 2026
Please make more scammer videos you could go to Athens praque Copenhagen and many more those are just down places
Please make more scammer videos you could go to Athens praque Copenhagen and many more those are just down places
Requests the creator produce more content on a specific topic (scammer videos in other cities).
Call to Action
0.75
theninjas-y4s
Jan 27, 2026
Canada set up a “go fund me” to fight Trump and MAGA. People around the world will donate. Trump is despised.
Canada set up a “go fund me” to fight Trump and MAGA. People around the world will donate. Trump is despised.
Proposes fundraising action against Trump while asserting global opposition to him.
@rogerg3986
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)