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
REMIGRATION NOW.
REMIGRATION NOW.
Demands immediate action ('REMIGRATION NOW') to remove immigrants, framed as urgent political mobilization.
FriendlyAdolfHitler
Jan 27, 2026
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
You should do alberta next
You should do alberta next
Request urging the content creator to produce similar content about Alberta.
Call to Action
0.90
Citizen_sos
Jan 27, 2026
Start deporting, dont let more in.
Start deporting, dont let more in.
Direct demand for deportations and stricter immigration enforcement, framed as urgent policy action.
TheInjunthatcouldnt
Jan 3, 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
DEPORT THEM ALL
DEPORT THEM ALL
Explicit call for mass deportation of immigrants, expressing xenophobic demand for action.
nikvanscoyk4427
Jan 27, 2026
plz do an episode of surrey as well 🙏
plz do an episode of surrey as well 🙏
Requests the creator produce similar content about Surrey, urging them to take a specific action.
Call to Action
0.90
hellfreezer3037
Jan 27, 2026
Make the bike guy to run for a prime minister of Canada
Make the bike guy to run for a prime minister of Canada
Urges a specific person ('bike guy') to run for political office in Canada.
Call to Action
0.90
goodwinman1
Jan 27, 2026
Time to buy Non US Products!
Time to buy Non US Products!
Direct call for others to take economic action by boycotting US products.
Call to Action
0.90
@KissoKool
Mar 4, 2025
The answer is... Stop voting Liberals in power! Period. You want change.. then we need to vote change.. we all know the definition of insanity.. think about it.
The answer is... Stop voting Liberals in power! Period. You want change.. then we need to vote change.. we all know the definition of insanity.. think about it.
Directly urges voters to change their voting behavior to achieve political change.
ThornboundVengeance
Aug 25, 2025
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
ditto - Deport them and their family's with a permanent ban on ever returning
ditto - Deport them and their family's with a permanent ban on ever returning
Directly advocates for deportation of immigrants and their families with permanent bans, expressing extreme exclusionary policy position.
Call to Action
0.90
Raz-v3k
Feb 18, 2026
Deport Deport
Deport Deport
Direct call for deportation action with no elaboration or reasoning provided.
Call to Action
0.90
briankelly6432
Mar 1, 2026
Hopefully Pierre will fight to get alot of these immigrants deported
Hopefully Pierre will fight to get alot of these immigrants deported
Expresses hope that a political figure will take action to deport immigrants, framing it as a desired policy outcome.
arosewaskahat
Aug 26, 2025
impeach trump
impeach trump
Direct call for political action (impeachment) against a political figure.
Call to Action
0.90
@y.h.8965
Mar 4, 2025
Close the borders asap
Close the borders asap
Direct demand for immediate border closure, framed as urgent policy action.
bennieparker4143
Aug 26, 2025
Let's start the impeachment process of clown ? trump now!
Let's start the impeachment process of clown ? trump now!
Direct call for impeachment action against Trump, urging others to initiate a specific political process.
Call to Action
0.90
@MrWroy853
Mar 4, 2025
Deport deport deport
Deport deport deport
The comment is a direct, repeated call for deportation with no additional context or nuance.
Call to Action
0.90
tomcotter8138
Feb 18, 2026
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
Urges government to take concrete action rather than just discuss immigration policy.
elizadolittle1951
Aug 26, 2025
Buy AMERICAN.
Buy AMERICAN.
Direct exhortation to purchase American products as a specific action.
Call to Action
0.90
@phreakyboy
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)