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
The best way to answer Trump is to globally boycott US goods.
The best way to answer Trump is to globally boycott US goods.
Directly urges others to take a specific action (boycott US goods) in response to Trump.
Call to Action
0.90
@umitagis9508
Mar 4, 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
Buy AMERICAN.
Buy AMERICAN.
Direct exhortation to purchase American products as a specific action.
Call to Action
0.90
@phreakyboy
Mar 4, 2025
Buy Canadian
Buy Canadian
Direct exhortation to purchase Canadian products, likely as economic resistance to US trade actions.
Call to Action
0.90
@shootingsportstransparency7461
Mar 4, 2025
Send them back!! Vote Conservative next federal election!
Send them back!! Vote Conservative next federal election!
Explicit urging of others to vote for a specific political party and take action on deportation.
Call to Action
0.90
anonymousanonymous6735
Oct 15, 2025
Deport Deport
Deport Deport
Direct call for deportation action, repeated for emphasis.
Call to Action
0.90
briankelly6432
Oct 1, 2025
People is time to impeach Trump les fire him ?
People is time to impeach Trump les fire him ?
Direct urging of others to take political action (impeachment), despite grammatical errors.
Call to Action
0.90
@mariarios5156
Mar 4, 2025
Kick them the fuck out
Kick them the fuck out
Direct call for deportation of immigrants, expressing hostility and demanding specific action.
andrewmacleod850
Nov 14, 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
Mass deportations
Mass deportations
Advocates for a specific policy action (mass deportations) without elaboration.
Call to Action
0.90
K_Busher.19
Sep 8, 2025
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
Set the law to impose a minimum sentence of 20 years in prison for drug offenders related to fentanyl.
Set the law to impose a minimum sentence of 20 years in prison for drug offenders related to fentanyl.
Explicit proposal for legislative action imposing mandatory minimum sentences for drug offenses.
Call to Action
0.90
@sungsookim-e1e
Mar 4, 2025
Start the deportation
Start the deportation
Direct call for government action (deportation) without elaboration or justification.
chaichail1750
Jan 28, 2026
Boycott tin Hortons make em go broke
Boycott tin Hortons make em go broke
Directly urges others to boycott a business as a form of protest action.
Call to Action
0.90
gcs9350
Sep 30, 2025
IMPEACH TRUMP NOW: 3 PATRIOTIC REPUBLICANS MUST JOIN DEMOCRATS TO IMPEACH TRUMP NOW.
IMPEACH TRUMP NOW: 3 PATRIOTIC REPUBLICANS MUST JOIN DEMOCRATS TO IMPEACH TRUMP NOW.
Directly urges specific political action (impeachment) and calls for named groups to take particular steps.
Call to Action
0.90
@sueschlesinger8152
Mar 4, 2025
IMPEACH TRUMP and VANCE NOW!!!!
IMPEACH TRUMP and VANCE NOW!!!!
Direct call for impeachment of political figures, urging specific political action.
Call to Action
0.90
@pcaswell8617
Mar 4, 2025
Fine and close the companies who hire illegal people.
Fine and close the companies who hire illegal people.
Proposes specific enforcement action (fining and closing companies hiring illegal workers) as a policy solution.
RonArgentina
Sep 29, 2025
Deport now!
Deport now!
Direct imperative urging deportation action.
Call to Action
0.90
Exotic3000
Feb 18, 2026
Deport them all
Deport them all
Direct demand for mass deportation, a clear call for government action against immigrants.
Call to Action
0.90
andrewwarcstor
Jan 28, 2026
Total Ethnic Deportation
Total Ethnic Deportation
Explicit call for mass deportation based on ethnicity, framed as a policy directive.
LordTyrion
Jan 28, 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)