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
Maybe we can borrow the US ICE….What a joke!!! Round them all up and DEPORT
Maybe we can borrow the US ICE….What a joke!!!
Round them all up and DEPORT
Explicitly calls for mass deportation ('Round them all up and DEPORT') with dismissive framing of current policy.
Eric-fw3gf
Sep 29, 2025
Well spoken. It is high time Americans do something.
Well spoken. It is high time Americans do something.
Praises the speaker and urges Americans to take action ('do something'), combining solidarity with implicit call for political mobilization.
@OlusinaDARAMOLA
Mar 4, 2025
The sooner our country unites and gets rid of this monster that’s causing harm to ALL we will be better off. Go for it Canada ??
The sooner our country unites and gets rid of this monster that’s causing harm to ALL we will be better off. Go for it Canada ??
Calls for national unity and action against Trump while framing it as a moral imperative to prevent harm.
@RESIST-f9l
Mar 4, 2025
This should be required viewing for all Americans.
This should be required viewing for all Americans.
Urges Americans to watch the video as a form of civic education or persuasion.
Call to Action
0.82
@stevefletcher52
Mar 4, 2025
Deport anyone who violate the law
Deport anyone who violate the law
Advocates for a specific enforcement action (deportation of law violators) as a policy position.
RicardoRafanan
Dec 26, 2025
Who cares whether it's a good look for Canada or not! If you are in our country Illegally then you should be rounded up and deported just like ICE is doing in the USA.
Who cares whether it's a good look for Canada or not! If you are in our country Illegally then you should be rounded up and deported just like ICE is doing in the USA.
Urges deportation of illegal immigrants and references US ICE enforcement as a comparative model for Canada to follow.
janine-Saved-By-Grace-Alone
Jan 15, 2026
send em back, don't give them any money!!!!!!!!!!!!!! we are FULL! and pissed off.
send em back, don't give them any money!!!!!!!!!!!!!!
we are FULL! and pissed off.
Calls for deportation and removal of benefits, combined with demographic anxiety expressed through 'we are FULL.'
Heliwrenchin
Jan 5, 2026
Praise the Father, Son & Holy Spirit for President Trump and his boldness. It is time for Canada to vote for a new Prime Minister. 10 years of poor Canadian leadership. Instead of extending peace …
Praise the Father, Son & Holy Spirit for President Trump and his boldness. It is time for Canada to vote for a new Prime Minister. 10 years of poor Canadian leadership. Instead of extending peace he calls the current USA leadership derogatory names. Does he forget that President Trump received the popular vote! Wake up Canada!
Primarily urges Canadians to vote for new leadership while criticizing current PM's approach to US relations.
@chrissyboyajian360
Mar 4, 2025
TRUDEAU AND CARNY NEED TO BE DRAGGED ON THE 401 BEHIND A SEMI AT 75 MPH TODAY ALONG WITH DOUG FORD
TRUDEAU AND CARNY NEED TO BE DRAGGED ON THE 401 BEHIND A SEMI AT 75 MPH TODAY ALONG WITH DOUG FORD
Violent call to action against specific political figures, urging extreme harm as response to immigration policy disagreement.
DONNY-ij8mp
Sep 19, 2025
We the Canadian people are speaking with our wallets. We are boycotting anything Made in USA. It has already cost millions in lost tourism revenue for many states. Our governments didn't start the boycott. We …
We the Canadian people are speaking with our wallets. We are boycotting anything Made in USA. It has already cost millions in lost tourism revenue for many states. Our governments didn't start the boycott. We the citizens of Canada started it.
Describes and encourages a grassroots boycott of American products as economic resistance, emphasizing citizen-led action.
@danstewart1764
Mar 4, 2025
This bastard is smuggling humans into our country??? Someine needs to turn him into the BORDER PATROL.
This bastard is smuggling humans into our country??? Someine needs to turn him into the BORDER PATROL.
Urges others to report someone to border patrol for alleged human smuggling, combining a call to action with threat framing.
soniag4516
Jan 28, 2026
Should block the oil going out of Canada to the us. Sell it elsewhere and get rich
Should block the oil going out of Canada to the us. Sell it elsewhere and get rich
Proposes a specific economic action (blocking oil exports to US, selling elsewhere) framed as a way to increase national wealth.
@tommm.1538
Mar 4, 2025
Trudeau is such a loser. Election now!!!
Trudeau is such a loser. Election now!!!
Combines personal judgment of Trudeau with explicit call for immediate election action.
@dangerous3184
Mar 4, 2025
Canada needs to close the borders, initiate brown outs to Canada powered US states, and STOP buying damn Tesla's and boycott other Musk businesses along with Trump businesses. They are nothing without their money!! Musk …
Canada needs to close the borders, initiate brown outs to Canada powered US states, and STOP buying damn Tesla's and boycott other Musk businesses along with Trump businesses. They are nothing without their money!! Musk has 13 freaking kids.. make him feel the child support!
Urges specific actions (close borders, boycotts, initiate brownouts) with nationalist framing, primarily functioning as a mobilization call.
@kellystewart2659
Mar 4, 2025
GTFO of Canada!
GTFO of Canada!
Demands that immigrants leave Canada immediately, combining expulsion call with hostile tone.
MrVictimDetector
Sep 30, 2025
Trudeau you need to resign you have a hatred attitude Be a smart guy yourself and try to work with the President of America Take your big car plan business to America so you don’t …
Trudeau you need to resign you have a hatred attitude Be a smart guy yourself and try to work with the President of America Take your big car plan business to America so you don’t need to pay any tariffs Well you do send your vehicles to America
Directly urges Trudeau to resign and change his approach, combined with criticism of his negotiation strategy.
@maryedward6665
Mar 4, 2025
They need to go. Temporary is temporary. If they don't go then we should stop issuing visas to those countries. India is on top of the list.
They need to go. Temporary is temporary. If they don't go then we should stop issuing visas to those countries. India is on top of the list.
Demands removal of temporary immigrants and proposes punitive visa restrictions, framed as urgent action needed.
encoretp
Jan 21, 2026
Tariff us Trudeau!!!\n\nSeriously. We need this to hurt.
Tariff us Trudeau!!!\n\nSeriously. We need this to hurt.
Urges Trudeau to implement tariffs as a strategic action, framed as necessary economic pain for political gain.
@katherinekolthoff9599
Mar 4, 2025
Get them out! If they were rejected, they dont belong here, and we don't need to pay for them. No more hotels, no more free services, NO MORE! Do it!
Get them out! If they were rejected, they dont belong here, and we don't need to pay for them. No more hotels, no more free services, NO MORE! Do it!
Demands immediate deportation and removal of government services, framed as urgent action with economic justification.
GAD00SH
Feb 23, 2026
HOPE TRUMP SEE'"s this !!!!!
HOPE TRUMP SEE'"s this !!!!!
Urging Trump to see the video content, attempting to mobilize political attention or action.
Call to Action
0.82
maxmiller6266
Jan 27, 2026
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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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