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
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comments—urges mass reporting of the channel as a call to action.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comments—urges mass reporting of the channel as a call to action.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comments—urges mass reporting of the channel as a call to action.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comments—urges mass reporting of the channel as a call to action.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comments—urges mass reporting of the channel as a call to action.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comments—urges mass reporting of the channel as a call to action.
zahanurhussainvlogs3808
Jan 29, 2026
Get this video to Asmongold.
Get this video to Asmongold.
Urges others to share the video with a specific content creator to increase its reach and visibility.
Call to Action
0.90
TheCman-we3qu
Jan 29, 2026
Justin Trudeau: Please withdraw your resignation!! PLEASE
Justin Trudeau: Please withdraw your resignation!! PLEASE
Directly urges Trudeau to withdraw his resignation, a clear call for specific political action.
Call to Action
0.90
@rottinbastid1999
Mar 4, 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
THEY NEED TO LEAVE ! WE WILL MAKE SURE THEY LEAVE!!!
THEY NEED TO LEAVE ! WE WILL MAKE SURE THEY LEAVE!!!
Aggressive call for forced removal of immigrants with threatening language and group mobilization.
Pavel.l445-j7h
Feb 17, 2026
Deport indian
Deport indian
Direct call for deportation of Indians, combining exclusionary identity assertion with explicit demand for government action.
Ваня-н4ь
Sep 30, 2025
Deport them all
Deport them all
Direct call for mass deportation of immigrants, a policy action demand.
christopherpavesi7245
Jan 29, 2026
PUT CANADA FIRST!!!! SHOW THEM WE HAVE HAD ENOUGH!!!!
PUT CANADA FIRST!!!! SHOW THEM WE HAVE HAD ENOUGH!!!!
Emphatic call to prioritize Canada and mobilize against perceived threats, with nationalist framing.
bustybunnie
Sep 9, 2025
Make lmia video
Make lmia video
Direct request for the creator to make a video about LMIA (Labour Market Impact Assessment).
Call to Action
0.90
dougmilton3276
Jan 27, 2026
Mass Deportation needed yesterday!!!
Mass Deportation needed yesterday!!!
Demands immediate mass deportation as a policy action, expressing urgency for government intervention.
AndreaB123
Sep 14, 2025
Just boycott them!
Just boycott them!
Direct exhortation to boycott, a specific action-oriented call.
Call to Action
0.90
MrRobergeandre
Dec 7, 2025
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
Well done for speaking the the American people, they are the ones that can turn this around. Impeach.
Well done for speaking the the American people, they are the ones that can turn this around. Impeach.
Direct call for impeachment directed at American citizens as agents of political change.
Call to Action
0.90
@loufilmpjes2011
Mar 4, 2025
MASS DEPORTATIONS NOW!
MASS DEPORTATIONS NOW!
Direct demand for mass deportations of immigrants.
Call to Action
0.90
paulinegauthier1867
Feb 19, 2026
Do Surrey, BC next !
Do Surrey, BC next !
Direct request for the content creator to produce a video about Surrey, BC.
Call to Action
0.90
DPo_Kat
Feb 25, 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)