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
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
Dear Americans, get rid of Trump, for the sake of everybody! Get rid of him, in one way or the other!
Dear Americans, get rid of Trump, for the sake of everybody! Get rid of him, in one way or the other!
Direct appeal to Americans to remove Trump from power for global benefit.
Call to Action
0.90
@AntonioRusso-s9x
Mar 4, 2025
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
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
Stop immigration
Stop immigration
Direct imperative urging cessation of immigration policy.
Call to Action
0.90
user-xv2be7lg1i
Jan 4, 2026
Canada, You had the chance to change this, deport them all NOW.
Canada, You had the chance to change this, deport them all NOW.
Directly urges deportation action while expressing demographic threat concerns about immigrants.
DavidWeIIman
Feb 3, 2026
Buy Canadian products
Buy Canadian products
A direct exhortation urging people to purchase Canadian products as a form of economic action.
Call to Action
0.90
@barbaragdisis4606
Mar 4, 2025
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
Ban accepting foreign students and allow Canadian citizens to get an education.
Ban accepting foreign students and allow Canadian citizens to get an education.
Directly urges policy change (ban foreign students) to prioritize Canadian citizens' access to education.
OleGit6367
Sep 30, 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
MASS DEPORTATIONS NOW!!!
MASS DEPORTATIONS NOW!!!
Emphatic demand for mass deportations using all-caps and multiple exclamation marks.
Call to Action
0.90
sfrwriter
Jan 20, 2026
Stop immigration now
Stop immigration now
Direct imperative urging cessation of immigration policy.
Call to Action
0.90
mikeconnor3597
Feb 27, 2026
Do Surrey next!!
Do Surrey next!!
Direct request for the creator to produce similar content about Surrey, urging action on video production.
Call to Action
0.90
sagarsaha8574
Jan 27, 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
Deport deport
Deport deport
Direct imperative urging deportation of immigrants, framed as a demand for action.
Crimexpert-q4l
Jan 27, 2026
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
BOYCOTT ALL AMERICAN PRODUCTS!!!!
BOYCOTT ALL AMERICAN PRODUCTS!!!!
Explicit call for others to take action (boycott) against American products in response to trade tensions.
Call to Action
0.90
@JeffS-w4l
Mar 4, 2025
DEPORT DEPORT DEPORT. There's your answer.
DEPORT DEPORT DEPORT. There's your answer.
Repeated demand for deportation as a policy solution, expressing exclusionary intent.
xtrickster6556
Feb 17, 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
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
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)