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
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
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
Get trump out of office
Get trump out of office
Direct call for removal of a political figure from office.
Call to Action
0.90
@BLAX832
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
Impeach him!! What are we waiting for??
Impeach him!! What are we waiting for??
Direct call for impeachment action with rhetorical urgency.
Call to Action
0.90
@holyxuxa
Mar 4, 2025
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
Canada, please hit trump with everything that you have.
Canada, please hit trump with everything that you have.
Directly urges Canada to take aggressive action against Trump.
Call to Action
0.90
@douglassorge6235
Mar 4, 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
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
DEPORT THEM ALL!!!
DEPORT THEM ALL!!!
Direct demand for mass deportation framed as an urgent action, expressing demographic anxiety.
doubletapproductions
Jan 27, 2026
End mass migration ! Start deporting now
End mass migration ! Start deporting now
Directly urges government action to end immigration and initiate deportations, framed as an urgent imperative.
greg-L3902
Feb 27, 2026
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
Impeach Trump
Impeach Trump
Direct call for Trump's impeachment, urging political action.
Call to Action
0.90
@derekmcfarland9894
Mar 4, 2025
Time for him to step down.
Time for him to step down.
Direct call for Trudeau to resign from office.
Call to Action
0.90
@jordanthemaltipoo4580
Mar 4, 2025
They all have to go back
They all have to go back
Explicit call for deportation of immigrants, framed as urgent action needed.
Anon-l6g
Jan 27, 2026
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
Explicitly urges Canadians to contact elected officials and boycott immigrant-related businesses to effect policy change.
Call to Action
0.90
mel3256
Dec 30, 2025
deport them all
deport them all
Direct call for deportation action, urging a specific policy outcome.
Call to Action
0.90
Chrizpl
Oct 1, 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
I think Trudeau needs to Stay in Power !
I think Trudeau needs to Stay in Power !
Direct statement urging Trudeau to remain in power, functioning as a political endorsement and implicit call to support.
Call to Action
0.90
@evanhi450
Mar 4, 2025
IMPEACH TRUMP‼️
IMPEACH TRUMP‼️
Direct call for impeachment action with emphatic punctuation, urging political mobilization.
Call to Action
0.90
@vivshk13
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)