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
Deport deport deport!!!
Deport deport deport!!!
Repeated calls for deportation express both a demand for action and underlying anxiety about immigration.
CanadianLoveKnot
Jan 3, 2026
Stop all immigration and begin mass deportations.
Stop all immigration and begin mass deportations.
Explicit call for halting immigration and initiating mass deportations.
NaviSall7
Jan 3, 2026
Make America great again ???
Make America great again ???
Political slogan urging action to restore America, implicitly calling for political change.
Call to Action
0.85
@kuchojoe500
Mar 4, 2025
This is great news but it needs to be higher. Way higher.
This is great news but it needs to be higher. Way higher.
Expresses approval of deportations and urges escalation to higher levels, framed as a demand for stronger action.
Call to Action
0.85
JohnSmith-ei6sc
Dec 30, 2025
We need to deport several million ❤
We need to deport several million ❤
Direct call for mass deportation action, framed with emotional signaling (heart emoji) suggesting strong conviction.
rockylane876
Dec 27, 2025
Deport all Indians that came after 2010
Deport all Indians that came after 2010
Direct demand for deportation of a specific ethnic group based on arrival date, framing as policy action.
tibib0ss
Jan 27, 2026
Where is our Fing justice department and supreme court ???WE NEED TRIMP OUT AND OVERTHROWN‼️\nWe need TRUMP OUT….TRUMP OUT TRUMP OUT TRUMP OUT TRUMP OUT…. STUPID LYING TRUMP
Where is our Fing justice department and supreme court ???WE NEED TRIMP OUT AND OVERTHROWN‼️\nWe need TRUMP OUT….TRUMP OUT TRUMP OUT TRUMP OUT TRUMP OUT…. STUPID LYING TRUMP
Repeated calls for Trump's removal from office combined with moral condemnation of his character.
@giglambert8787
Mar 4, 2025
Today, I heard a true North American leader who very aptly described the situation leading up to these silly tariffs, the actions his country took to avoid the tariffs. P.M. Trudeau openly spoke of the …
Today, I heard a true North American leader who very aptly described the situation leading up to these silly tariffs, the actions his country took to avoid the tariffs. P.M. Trudeau openly spoke of the changes that the wannabe Orange Julius threatened and why the U.S. wasn't being realistic. \n\nI know some people criticized the Prime Minister recently, but you have a great politician who is actually defending his country!!! Unite behind him and kick MAGA's arse!
Commenter urges national unity behind the PM and calls for collective action against external threat, framed as defending national interests.
@moore4807
Mar 4, 2025
Deport all period close the borders period .
Deport all period close the borders period .
Emphatic demand for deportations and border closure, using repetition and finality language to urge specific policy actions.
Call to Action
0.85
YvesLahaie
Dec 29, 2025
We need MORE!
We need MORE!
Brief demand for increased deportations, functioning as a call for stronger action.
Call to Action
0.85
billmacia-0808
Dec 31, 2025
Harper : Trudeau will open the floodgates and bring in millions of undesirables. Trulyatraitor trudolt: that’s not true mr. Harper. WHY can we NOT hold lying thieving treasonous politicians accountable??????????
Harper : Trudeau will open the floodgates and bring in millions of undesirables. Trulyatraitor trudolt: that’s not true mr. Harper. WHY can we NOT hold lying thieving treasonous politicians accountable??????????
Contrasts past and present immigration policies while demanding accountability from politicians, framed as a call for action against perceived dishonesty.
CindyBengtson
Feb 18, 2026
REMIGRATION NOW.
REMIGRATION NOW.
Urgent demand for remigration policy represents a call to action with underlying identity/nationalist framing.
patrickdudziak3229
Jan 27, 2026
We should be deporting 18,000 a week.
We should be deporting 18,000 a week.
Advocates for a specific deportation policy action, framed as a directive to authorities.
kn1ne
Jan 2, 2026
delete this video SAARRRRRRR!!!!
delete this video SAARRRRRRR!!!!
Direct demand to remove the video, expressing disapproval of the content itself.
abysmawer
Jan 27, 2026
More deportations please
More deportations please
Direct call for increased deportations as a policy action.
derek89273
Dec 29, 2025
Stop all immigration . Let's get ICE in Canada
Stop all immigration . Let's get ICE in Canada
Calls for stopping all immigration and references ICE (immigration enforcement), expressing restrictionist sentiment.
@ConorGlennon-o5d
Feb 20, 2026
Deport them all back!!!
Deport them all back!!!
Explicitly calls for mass deportation, framed as a demand for action.
maurygarciapena
Jan 27, 2026
We need an election now. Or risk becoming the 51st state.
We need an election now. Or risk becoming the 51st state.
Urges immediate election while expressing fear of Canadian sovereignty loss and absorption by the United States.
@zigzag420mf
Mar 4, 2025
Time to stop pussy footing around and ban all oil exports to the USA. Let’s see how the USA likes record high gas prices
Time to stop pussy footing around and ban all oil exports to the USA. Let’s see how the USA likes record high gas prices
Urges a specific action (ban oil exports) with economic consequences as justification.
@cybergornstartrooper2157
Mar 4, 2025
How about we just hold another election and vote you out.
How about we just hold another election and vote you out.
Directly urges voters to remove the government through electoral action.
Call to Action
0.85
@zephryus
Feb 20, 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)