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
Search & Filter
Call to Action
2,768 comments
Good 👍 , We need to increase deportations in Canada ….🇨🇦
Good 👍 , We need to increase deportations in Canada ….🇨🇦
Advocates for increased deportations as a policy position, framed as a call for action.
Renz-r9h
Dec 25, 2025
DEPORT DEPORT DEPORT + CLOSE THE DAMN BORDER !!!
DEPORT DEPORT DEPORT + CLOSE THE DAMN BORDER !!!
Directly urges deportations and border closure through emphatic repeated demands for specific policy actions.
Call to Action
0.90
DogTired-BrokeAssTrucker
Dec 24, 2025
more....MORE!
more....MORE!
Minimal but emphatic call for increased deportations through repetition of 'more.'
Call to Action
0.90
blacktoe1854
Dec 27, 2025
MASS DEPORTATIONS NOW!
MASS DEPORTATIONS NOW!
Direct demand for mass deportations of immigrants.
Call to Action
0.90
paulinegauthier1867
Feb 19, 2026
Maybe Next Federal election get out and Vote. Vote PPC! (Not that ot matters now.) ? ?
Maybe Next Federal election get out and Vote. Vote PPC! (Not that ot matters now.) ? ?
Urges voters to participate in federal election and vote for a specific political party (PPC).
Call to Action
0.90
@Ninja1live
Mar 5, 2025
Remingration now. Send them home.
Remingration now. Send them home.
Direct call for mass deportation ('remigration') of immigrants.
Call to Action
0.90
yolandobregashioli6244
Jan 22, 2026
We need more...deportations!
We need more...deportations!
Direct call for increased deportations, urging policy action.
Call to Action
0.90
Myiata1979
Dec 25, 2025
DEPORT THEM ALL!!!
DEPORT THEM ALL!!!
Direct demand for mass deportation framed as an urgent action, expressing demographic anxiety.
doubletapproductions
Jan 27, 2026
They all have to go back
They all have to go back
Explicit call for deportation of immigrants, framed as urgent action needed.
Anon-l6g
Jan 27, 2026
WE NEED TO DO WHAT USA IS DOING SEND THEM BACK
WE NEED TO DO WHAT USA IS DOING SEND THEM BACK
Urges Canada to adopt USA's immigration enforcement approach, using comparative framing with a call for deportation action.
geraldseivewright711
Apr 14, 2025
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
Explicitly urges Canadians to contact elected officials and boycott immigrant-related businesses to effect policy change.
Call to Action
0.90
mel3256
Dec 30, 2025
Impeach trump .asap
Impeach trump .asap
Direct call for impeachment action against a political figure.
Call to Action
0.90
@Andrew-ob6mr
Mar 4, 2025
End mass migration ! Start deporting now
End mass migration ! Start deporting now
Directly urges government action to end immigration and initiate deportations, framed as an urgent imperative.
greg-L3902
Feb 27, 2026
DEPORT them all
DEPORT them all
Direct call for mass deportation action against immigrants.
Call to Action
0.90
dbelv66
Jun 22, 2025
Time for some major deportations.
Time for some major deportations.
Brief call for mass deportations without elaboration or justification.
Call to Action
0.90
kenrice1266
Feb 18, 2026
AMERICANS... your words here are wasted!! Your ACTION is REQUIRED!!!
AMERICANS... your words here are wasted!! Your ACTION is REQUIRED!!!
Directly urges Americans to take concrete action rather than merely comment, emphasizing the need for mobilization.
Call to Action
0.90
@shanegates678
Mar 4, 2025
Should be 1.8 million deported. Do better Canada!
Should be 1.8 million deported. Do better Canada!
Demands mass deportation action ('Should be 1.8 million deported') and urges the government to improve, framed as a direct call for policy change.
CampPanerai
Dec 24, 2025
Wake up Canadians do not allow them to breach any further!
Wake up Canadians do not allow them to breach any further!
Urges Canadians to prevent further immigration, framing immigrants as an advancing threat.
ancacox8886
Aug 25, 2025
Share with everyone, until every Canadian listen to it.
Share with everyone, until every Canadian listen to it.
Urges viewers to share content widely to reach all Canadians, a direct mobilization request.
Call to Action
0.90
garyhenneberry72
Aug 25, 2025
Deport, Deport, Deport
Deport, Deport, Deport
Repetitive demand for deportation action, expressing both a call to action and underlying threat/fear sentiment.
JohnB-q8g
Dec 25, 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)