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
deport them all
deport them all
Direct demand for deportation action.
Call to Action
0.90
jsnsk101
Oct 7, 2025
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
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
send them back
send them back
Brief imperative statement urging deportation of immigrants.
Call to Action
0.90
BunderaKZT
Jan 5, 2026
We kno, he don't give a shit about us. We have got to get him IMPEACH.
We kno, he don't give a shit about us. We have got to get him IMPEACH.
Expresses frustration with leadership and explicitly urges impeachment as a specific political action.
@weltoniamctizic6347
Mar 4, 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, call your representatives and tell them yo get off their asses and get some balls and stand up to Dumpy that he is not king and can keep using emergency orders without proof. \nRepublicans, …
Americans, call your representatives and tell them yo get off their asses and get some balls and stand up to Dumpy that he is not king and can keep using emergency orders without proof. \nRepublicans, time to reign in this crazy old man.
Explicitly urges Americans and Republicans to contact representatives and take political action against Trump.
Call to Action
0.90
@Thatsmessedupman
Mar 4, 2025
Boycott America!
Boycott America!
Direct call for others to boycott America as a form of protest or action.
Call to Action
0.90
azraghaffar2613
Dec 21, 2025
Everyone should stop going to Tim Hortons.
Everyone should stop going to Tim Hortons.
Direct urging of others to take a specific action (boycott Tim Hortons).
Call to Action
0.90
matthewlawlor2505
Jan 27, 2026
BOYCOTT THE 2026 SUPER BOWL
BOYCOTT THE 2026 SUPER BOWL
Explicitly calls for boycott action in all caps, urging others to take a specific political stance.
Call to Action
0.90
NightCrawler-ep2gu
Jan 27, 2026
Help us find the way to get rid of trump please
Help us find the way to get rid of trump please
Direct plea for help in removing Trump from office, urging collective action.
Call to Action
0.90
@DK-wr5wx
Mar 4, 2025
The Canadians need to step it up!
The Canadians need to step it up!
Exhortation for Canadians to increase effort or commitment in response to the situation.
Call to Action
0.90
@matthewb2415
Mar 5, 2025
Deport them all fr
Deport them all fr
Demands deportation of immigrants, combining a direct call for action with underlying threat/exclusionary sentiment.
garry696
Jan 27, 2026
Deport deport
Deport deport
Direct imperative urging deportation of immigrants, framed as a demand for action.
Crimexpert-q4l
Jan 27, 2026
Everyone boycott usa goods
Everyone boycott usa goods
Direct exhortation to others to take a specific economic action (boycott) in response to policy disagreement.
Call to Action
0.90
@mrtran3034
Mar 4, 2025
Just ban US internet company
Just ban US internet company
Direct call for Canada to ban US internet companies as a retaliatory measure.
Call to Action
0.90
@xinpengwang5128
Mar 4, 2025
Kick em all out.
Kick em all out.
Direct call for mass deportation expressed in minimal, emphatic language.
Call to Action
0.90
gregpalmer67
Nov 22, 2025
Stop immigration
Stop immigration
Direct imperative urging cessation of immigration policy.
Call to Action
0.90
user-xv2be7lg1i
Jan 4, 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
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)