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
Canada and Europe need to vote the leftist out of power!!!! Then the mass expulsions can begin to rescue western civilization
Canada and Europe need to vote the leftist out of power!!!! Then the mass expulsions can begin to rescue western civilization
Urges electoral action ('vote the leftist out') with apocalyptic framing ('mass expulsions to rescue civilization'), combining mobilization with existential threat.
hugovelasco3186
Aug 25, 2025
American here. Canada should cut off electricity it provides to the northern U.S. border states. Trump won’t stop until there is such an overwhelming retaliation that he can’t conduct business as usual anymore.
American here. Canada should cut off electricity it provides to the northern U.S. border states. Trump won’t stop until there is such an overwhelming retaliation that he can’t conduct business as usual anymore.
Urges Canada to take retaliatory action (cutting electricity) against Trump's policies.
@TheNoddingNarrator
Mar 4, 2025
Wow, what an intelligent speech from Mr. Trudeau! (compared to the orange, stupid, crazy old man's liars).\nWe stand with Canada and Ukraine. Sorry, American people! We boycott all kinds of American products: NO Tesla, NO …
Wow, what an intelligent speech from Mr. Trudeau! (compared to the orange, stupid, crazy old man's liars).\nWe stand with Canada and Ukraine. Sorry, American people! We boycott all kinds of American products: NO Tesla, NO vacation in the USA, NO Apple, NO Netflix, NO Lewis, Nike, McDonald, Coke...
Praises Trudeau while urging others to boycott American products and companies as a form of economic protest.
@dream-dx1kl
Mar 4, 2025
Even if comrade trump stopped the tariffs, Canadians will continue to boycott american products and travel\n???TNSF???
Even if comrade trump stopped the tariffs, Canadians will continue to boycott american products and travel\n???TNSF???
Encourages Canadians to boycott American products and travel as a form of collective resistance, framing it as national solidarity.
@smarties6342
Mar 4, 2025
Remigration must occur from anyone and descendants after 1965.
Remigration must occur from anyone and descendants after 1965.
Calls for forced removal of immigrants and their descendants based on an arbitrary cutoff date, framing it as necessary action.
БрандонХемиы
Oct 16, 2025
I signed the Alberta independence petition, I am sick and tired of my province subsidizing Eastern Canada $25 billion per year through the unfair equalization payments. They keep voting in communist liberals who try to …
I signed the Alberta independence petition, I am sick and tired of my province subsidizing Eastern Canada $25 billion per year through the unfair equalization payments. They keep voting in communist liberals who try to destroy my province's economy! enough is enough
Announces petition signing and urges political action against federal policy, framing equalization payments as unfair.
TomPistol
Feb 26, 2026
Time for the police to start checking the immigration status of people they come into contact with.
Time for the police to start checking the immigration status of people they come into contact with.
Urges police to conduct immigration status checks, framed as enforcement action.
Abdominal65
Jan 15, 2026
Yeah. We want rule of law, and we want Danielle Smith to be tried and convicted and put in prison for treason. That's what albertans want the sane albertans
Yeah. We want rule of law, and we want Danielle Smith to be tried and convicted and put in prison for treason. That's what albertans want the sane albertans
Demands legal action and imprisonment of a political figure for treason, framing this as what 'sane albertans' want, combining policy critique with direct action demands.
karendavis5938
Jan 28, 2026
It's disgusting, im sick of it. Shut down the borders and immigration already..
It's disgusting, im sick of it. Shut down the borders and immigration already..
Expresses disgust and explicitly calls for border closure and immigration shutdown.
devonclarke4020
Jan 29, 2026
Grow a spine and implement your retaliatory tariffs. All talk no action. The Chinese did their part because they don’t have time for a lunatic.
Grow a spine and implement your retaliatory tariffs. All talk no action. The Chinese did their part because they don’t have time for a lunatic.
Urges Canadian leadership to implement retaliatory tariffs while criticizing perceived inaction and comparing to China's response.
@jamesamoh7340
Mar 4, 2025
The RCMP catches the drug runners and then lets them go. The Canadian Czar is a Trudeau clone. What had taken Trudeau so long to deal with this just for Canadians. JUSTIN TRUDEAU RESIGN. JUSTIN …
The RCMP catches the drug runners and then lets them go. The Canadian Czar is a Trudeau clone. What had taken Trudeau so long to deal with this just for Canadians. JUSTIN TRUDEAU RESIGN. JUSTIN TRUDEAU LEAVE CANADA ALONE. WE NEED AN ELECTION.
Criticizes law enforcement and Trudeau's governance while explicitly calling for his resignation and a new election.
@BradAltoAnderson
Mar 4, 2025
Stop calling it U.S tariffs. Call it Trump tariffs. The U.S. people does not support this.
Stop calling it U.S tariffs. Call it Trump tariffs. The U.S. people does not support this.
Urges others to attribute tariffs to Trump personally rather than the U.S. government, framing it as a rhetorical call to reframe responsibility.
@johnathanwimberly4465
Mar 4, 2025
The people are outraged in the US and we are slow to fight but it has begun. Outrageous, Trump is insane.
The people are outraged in the US and we are slow to fight but it has begun. Outrageous, Trump is insane.
Expressing outrage and indicating mobilization ('fight has begun') against Trump's policies, combining moral condemnation with action framing.
@Hawkingvibe-0419
Mar 4, 2025
Shut down ALL FAKE COLLEGES🤔
Shut down ALL FAKE COLLEGES🤔
Demands action (shutdown of fake colleges) with critical framing toward educational institutions.
sherry-g4n
Sep 30, 2025
Reimmigration needed now
Reimmigration needed now
Urgent demand for policy action (mass deportation/repatriation), functioning as a direct call to implement restrictive immigration measures.
sourisverte172
Nov 22, 2025
Sock it to them Canada.let the free world boycott America until it gets itself a proper head of state
Sock it to them Canada.let the free world boycott America until it gets itself a proper head of state
Urges boycott action against the US and calls for international solidarity against Trump.
@TinaHenderson-cl9mb
Mar 4, 2025
Dont go. Dont betray your country.
Dont go. Dont betray your country.
Urges others not to travel, framed as patriotic duty to the country, combining nationalist sentiment with behavioral directive.
worer850
Dec 9, 2025
Any US Citizen Who has been told to Get out of their OWN COUNTRY!! I know you don’t want to leave you love your country like us. But come on over.
Any US Citizen Who has been told to Get out of their OWN COUNTRY!! I know you don’t want to leave you love your country like us. But come on over.
Inviting US citizens to immigrate to Canada, framed as a welcoming call to action for those dissatisfied with their country.
@thesmurfman14
Mar 4, 2025
Canada setup a way for Americans to circumvent Trumps BULLSHIT tariffs on your country…I’d Subscribe to HELP CANADA BEAT TRUMP
Canada setup a way for Americans to circumvent Trumps BULLSHIT tariffs on your country…I’d Subscribe to HELP CANADA BEAT TRUMP
Urging subscription and support for Canada against Trump's tariffs, combining solidarity with a direct call to action.
@scottljunggren
Mar 4, 2025
Good , so JAN 2027 deploy ICE. Bye bye good luck 🤞🏻
Good , so JAN 2027 deploy ICE. Bye bye good luck 🤞🏻
Calls for deployment of ICE (immigration enforcement) with celebratory tone toward deportations.
shaneblank5837
Jan 15, 2026
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)