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
Clean the country, deport this !!!!
Clean the country, deport this !!!!
Urges mass deportation as a solution, framed as 'cleaning the country,' combining action-oriented language with threat framing.
kayle_N
Oct 2, 2025
Cut off Electricity to these states Mr Prime Minister. Show them that we will never Bow. Let him come begging like hungry Dogs.
Cut off Electricity to these states Mr Prime Minister. Show them that we will never Bow. Let him come begging like hungry Dogs.
Urges the Prime Minister to take punitive action while asserting national pride and resistance.
@Tesmin-y2r
Mar 4, 2025
No Indu Kush ! No place here !
No Indu Kush ! No place here !
Cryptic statement appearing to call for exclusion of a specific group (possibly referencing 'Indu Kush' as coded language), combining exclusionary sentiment with implicit action.
txtpeer5179
Oct 2, 2025
WAKE UP CNN \nSTOP COVERING TRUMP \nHAVE YOU SEEN THE MARKETS \nRUSSIA TO GELP RELATIONS WITH IRAN ????
WAKE UP CNN \nSTOP COVERING TRUMP \nHAVE YOU SEEN THE MARKETS \nRUSSIA TO GELP RELATIONS WITH IRAN ????
Directs media (CNN) to change coverage priorities and raises geopolitical concerns, functioning as a demand for action.
@stevenderoy4828
Mar 4, 2025
Do you see what you people have voted for it seems you cut your nose off to spite your face ask your Senators that put the dollar first hell ask your friends that put the …
Do you see what you people have voted for it seems you cut your nose off to spite your face ask your Senators that put the dollar first hell ask your friends that put the dollar first
Urges people to question elected officials about prioritizing financial interests over public welfare.
@deborahjones2573
Mar 4, 2025
poilievre poilievre poilievre poilievre poilievre poilievre poilievre poilievre
poilievre poilievre poilievre poilievre poilievre poilievre poilievre poilievre
Repetitive promotion of Poilievre as an alternative, functioning as a call to support a specific political figure.
Call to Action
0.75
@macthbstoct
Mar 4, 2025
ppl need to rise up! Take arms!
ppl need to rise up! Take arms!
Urges people to 'rise up' and 'take arms,' framing immigration as a threat requiring militant action.
K1rz__
Jan 28, 2026
He said it all... americans need to act now to save themselves
He said it all... americans need to act now to save themselves
Urges Americans to take action ('act now') while asserting national identity and in-group concern ('save themselves').
@jomane
Mar 4, 2025
Come to south side Edmonton next🙏
Come to south side Edmonton next🙏
Appears to be sarcastically urging the subject to visit a specific location, likely implying negative conditions there.
Call to Action
0.75
adryanschindel1431
Jan 27, 2026
FREE CANADA
FREE CANADA
Urgent rallying cry using nationalist framing, likely urging political mobilization or resistance.
Aflameyt
Jan 29, 2026
Great speach.........good luck america, come on europe lets follow and tell that nation we are not into bullys
Great speach.........good luck america, come on europe lets follow and tell that nation we are not into bullys
Urges Europe to follow Canada's example and stand against bullying, framed as a comparative call to action across nations.
@Sambukerable
Mar 4, 2025
Michelle for MP save Canada 🎉 mps acting dumb so sad
Michelle for MP save Canada 🎉 mps acting dumb so sad
Endorses a political candidate ('Michelle for MP') as a solution, with patriotic framing.
zaiokari1698
Sep 30, 2025
Deport all illegal fraud people in the name of student shame on them
Deport all illegal fraud people in the name of student shame on them
Demands deportation of illegal immigrants and fraudulent students, framed as a policy action.
mohamedsiddiqi4406
Sep 30, 2025
I wonder what Carney thinks of this this needs to go to the house of commons
I wonder what Carney thinks of this this needs to go to the house of commons
Expresses concern about a political figure's position and urges escalation to parliament.
marlabrown1753
Sep 30, 2025
No more liberals
No more liberals
Brief partisan statement urging rejection of Liberal party, functioning as a political call-to-action with identity-based framing.
rockhardlyable
Feb 17, 2026
Like my comment for no more satanic animal worshippers
Like my comment for no more satanic animal worshippers
Calls for engagement while making an unsubstantiated and inflammatory claim about immigrants using dehumanizing language.
matthudson1232
Sep 19, 2025
Trudeau shall lead North Merica. NOT TRUMP, NEXT 3 YRS!
Trudeau shall lead North Merica. NOT TRUMP, NEXT 3 YRS!
Expresses political preference for Trudeau over Trump with implicit support for Canadian leadership.
@ArtemioMarifosque
Mar 4, 2025
Easy way to do it like poland now days and trump send them back home and cut down the numbers
Easy way to do it like poland now days and trump send them back home and cut down the numbers
Advocates for deportation policies by referencing Poland and Trump as models, urging restrictive immigration action.
nr531
Jan 29, 2026
Talk the talk and walk the walk!\nNot your fault idiots voted for Trump!
Talk the talk and walk the walk!\nNot your fault idiots voted for Trump!
Urges action while sarcastically blaming voters for Trump's election, mixing mobilization with ironic commentary.
@markmoody5213
Mar 4, 2025
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
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)