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
Detach your country and sail to Europe, If Trump wants Russia, they can sail over there.
Detach your country and sail to Europe, If Trump wants Russia, they can sail over there.
Urges Canada to separate and relocate to Europe, framing it as an alternative to Trump's geopolitical ambitions.
@NosyVoldemort
Mar 4, 2025
Trump need to be stopped. This happens when one elects an idiot for president. The US citizens did not want this.
Trump need to be stopped. This happens when one elects an idiot for president. The US citizens did not want this.
Calls for Trump to be stopped and criticizes US voters for electing him, urging action against perceived political threat.
@leonardell-bon7104
Mar 4, 2025
As a Canadian senior citizen , something has to be done. 🇨🇦
As a Canadian senior citizen , something has to be done. 🇨🇦
Vague appeal for action ('something has to be done') combined with identity assertion as a senior citizen, urging unspecified intervention.
mitchsing1109
Aug 27, 2025
Go after Orange Alien hard Mr. Trudeau.He understand just that speach.
Go after Orange Alien hard Mr. Trudeau.He understand just that speach.
Commenter urges Trudeau to take aggressive action against Trump, using dehumanizing language.
Call to Action
0.72
@nazimhaxha5491
Mar 5, 2025
Let's just not trade nothing from Canada
Let's just not trade nothing from Canada
Urges cessation of trade with Canada as a punitive economic action, framed as a directive to others.
@Thomas-p4o
Mar 4, 2025
Why no outrage when the left deports???
Why no outrage when the left deports???
Rhetorically questions why there is no outrage at left-wing deportations, implicitly calling for consistent political accountability.
MisterJessel
Feb 12, 2026
Can you also do video on Mexican smugglers? They'll have you for lunch.
Can you also do video on Mexican smugglers? They'll have you for lunch.
Requests video on Mexican smugglers with threatening language suggesting danger, combining content request with security concern.
a.k.4727
Feb 10, 2026
Next make a video about How europians genocide Red Indians in North America.
Next make a video about How europians genocide Red Indians in North America.
Requests video content on a historical topic while implicitly comparing treatment of indigenous peoples to current immigration discourse.
James_Bond_007-y6x
Jan 27, 2026
Trudeau strikes again!
Trudeau strikes again!
Blames Prime Minister Trudeau for immigration policy, implicitly calling for political change or accountability.
Aiphiae
Feb 23, 2026
Unreal. Liberals need to go!
Unreal. Liberals need to go!
Expresses disapproval of current government and implicitly urges political change, framing immigration issues as a reason for electoral action.
aliciadrake9316
Nov 2, 2025
Thank a liberal voter !
Thank a liberal voter !
Implicitly urges blame/action against liberal voters, framing immigration policy as a partisan political issue.
RANDYMCGOWAN-i5s
Oct 30, 2025
No more immigrants for the next 3 years.
No more immigrants for the next 3 years.
Advocates for a specific policy position (immigration moratorium) in imperative form.
starzba6291
Jan 19, 2026
Cover our secret CCP police next!!
Cover our secret CCP police next!!
Urges coverage of alleged 'secret CCP police' which combines a call-to-action with an unsubstantiated conspiracy claim.
solo_murph2002
Jan 27, 2026
By the way Mack Donald’s are working Tax Free in Denmark!\n\nTime to shut that shit hole down!\n\n\nAmerica go F Yourself!
By the way Mack Donald’s are working Tax Free in Denmark!\n\nTime to shut that shit hole down!\n\n\nAmerica go F Yourself!
Makes an unverified claim about McDonald's tax status in Denmark while calling for action against American interests.
@kubel83
Mar 4, 2025
If ge doubles the tariffs on you, do the same to him, any length he's willing to go, you go the same with him. He's nothing but a bully!
If ge doubles the tariffs on you, do the same to him, any length he's willing to go, you go the same with him. He's nothing but a bully!
Urges retaliatory action against Trump's tariffs while characterizing him as a bully, combining advocacy with threat framing.
@dorettabrown7767
Mar 4, 2025
dont pss off the canadian truckers
dont pss off the canadian truckers
Warning against antagonizing Canadian truckers, implying potential protest or disruption as a consequence.
@timstevens3361
Mar 4, 2025
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in …
Yup we just don't go there anymore as many others there is whole world out there not just the USA and we not buying anything USA or goods or services period and I live in Canada so long USA
Urges others to avoid the USA and support Canada instead, with an assertion of Canadian identity and economic nationalism.
joestjames8781
Dec 8, 2025
I have an idea if are friends.Feel this way about America, and you want them to go back then.Vote against them when it comes to Israel.I guarantee you that'll change your mind
I have an idea if are friends.Feel this way about America, and you want them to go back then.Vote against them when it comes to Israel.I guarantee you that'll change your mind
Urges others to vote against certain politicians on Israel policy as a strategic political action.
Call to Action
0.72
@jamesbrown1901
Mar 4, 2025
Wondering when the first impeachment action is started. May be sooner than later.
Wondering when the first impeachment action is started. May be sooner than later.
Commenter is suggesting/anticipating impeachment action, which implies a call for political accountability or action, though the phrasing is somewhat ambiguous.
Call to Action
0.72
@izerrandom12
Mar 4, 2025
Lie lie lie don't be stupid and make a deal !!!
Lie lie lie don't be stupid and make a deal !!!
Commenter urges against making a deal and dismisses claims as lies, combining skepticism with a directive to others.
@lyledollarhite237
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)