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
Trump needs to be impeached immediately
Trump needs to be impeached immediately
Identical to first comment, demanding impeachment action.
Call to Action
0.85
@cedricchitman8160
Mar 4, 2025
Trump needs to be impeached immediately
Trump needs to be impeached immediately
Identical to first comment, demanding impeachment action.
Call to Action
0.85
@cedricchitman8160
Mar 4, 2025
Mass deportation now!!🇨🇦
Mass deportation now!!🇨🇦
Direct demand for mass deportation action with nationalist emoji, functioning as a call for policy implementation.
vancouverviking4652
Nov 25, 2025
Trump needs to be impeached immediately
Trump needs to be impeached immediately
Demands immediate impeachment action, though off-topic to Canadian immigration context.
Call to Action
0.85
@cedricchitman8160
Mar 4, 2025
ICE ICE ICE!!!!
ICE ICE ICE!!!!
Emphatic repetition of ICE acronym demanding immigration enforcement action.
Call to Action
0.85
@natthaphonnobleTXRngr0108
Feb 19, 2026
Everyone who voted against Kamala Harris and/or for trump NEEDS TO BE F?KING DEPORTED. There are myriad uninhabited atolls and islands in the Pacific that will accept them!!
Everyone who voted against Kamala Harris and/or for trump NEEDS TO BE F?KING DEPORTED. There are myriad uninhabited atolls and islands in the Pacific that will accept them!!
The commenter calls for deportation of those with opposing political views, framing them as a threat and urging extreme action against a political out-group.
@RPj1956
Mar 4, 2025
Round them alm up Michelle and deport them
Round them alm up Michelle and deport them
Direct call to action urging deportation of immigrants, addressing a named individual to take specific action.
Call to Action
0.85
williama6237
Nov 27, 2025
NEED THIS ACROSS CANADA!
NEED THIS ACROSS CANADA!
Urges implementation of a policy or practice across Canada, expressing support for a specific action.
Call to Action
0.85
melissshaun8442
Nov 25, 2025
Stay out spend money in Canada on Canadian goods !
Stay out spend money in Canada on Canadian goods !
Urges Canadians to keep spending domestic and avoid the US, combining economic nationalism with a directive to take action.
ThomasHenderson-t1u
Dec 9, 2025
Shut off the energy supply. That will have more impact when they are in the dark.
Shut off the energy supply. That will have more impact when they are in the dark.
Suggests a specific retaliatory action (cutting energy supply) as a strategic response to tariffs.
Call to Action
0.85
@SSLBCBoxing
Mar 4, 2025
Shame on trump . Impeach trump now .
Shame on trump . Impeach trump now .
Expresses moral disapproval and urges impeachment action against Trump.
Call to Action
0.85
@forrestwheeler916
Mar 4, 2025
Why would any Canadian still want to go to the USA? Boycot the World Cup.
Why would any Canadian still want to go to the USA? Boycot the World Cup.
Urges boycott action while comparing Canada to USA, though the connection to immigration is tangential.
sommmeguy
Dec 8, 2025
BRAVO PM Trudeau!!!!!! this is fantastic that you are standing up against the inhinged criminal FELON and TYRANT!!\nDo not ever cave in to this idiot BULLY or Canada will forever regret it, trump cant be …
BRAVO PM Trudeau!!!!!! this is fantastic that you are standing up against the inhinged criminal FELON and TYRANT!!\nDo not ever cave in to this idiot BULLY or Canada will forever regret it, trump cant be reasoned with, talked to , persueded or anything else.\nConsider CUTTING the electric power to the 3 US States, and the OIL exported to the US as well- hit HARD and don't give in! The rest of the world is BEHIND you and support you!
Commenter urges PM to take aggressive economic action (cutting power/oil exports) and frames it as a moral stand against a perceived tyrant, combining exhortation with ethical framing.
@HobbyOrganist
Mar 4, 2025
Stay at home 🏡👍🫡
Stay at home 🏡👍🫡
Brief directive encouraging Canadians to stay home rather than visit the USA.
Call to Action
0.85
BrOwN-42
Dec 8, 2025
Stopping more from coming in is not enough we need to make sure they start leaving like they are supposed to as well. Not just Canada but all the west, deportations and remigration is the …
Stopping more from coming in is not enough we need to make sure they start leaving like they are supposed to as well. Not just Canada but all the west, deportations and remigration is the only solution.
Advocates for deportation and remigration as a solution, framing it as necessary action beyond current policy.
WouldYouKindlyGWAR
Nov 22, 2025
Canadians it's time to take action and make your voices heard, these good for nothing politicians don't care even one bit for Canada and Canadians
Canadians it's time to take action and make your voices heard, these good for nothing politicians don't care even one bit for Canada and Canadians
Urges Canadians to take action and make voices heard against politicians, combining a call to mobilize with criticism of political leadership.
yeriyark6678
Dec 8, 2025
Kcuf Trudeau! Kcuf u 2 if u support him! Kcuf CNN and kcuf the viewers! Get on board or kcuf off!
Kcuf Trudeau! Kcuf u 2 if u support him! Kcuf CNN and kcuf the viewers! Get on board or kcuf off!
Aggressive ultimatum demanding allegiance to anti-Trudeau position, using profanity and polarizing language to mobilize supporters and exclude opponents.
@htx_713
Mar 4, 2025
Is Trudeau ever going to leave . We are tired of you resign already
Is Trudeau ever going to leave . We are tired of you resign already
Commenter urges Trudeau to resign and expresses collective frustration ('we are tired'), combining a call to action with in-group sentiment.
@AndrewAnnin
Mar 4, 2025
I hope they do it in BC and Ontario as well
I hope they do it in BC and Ontario as well
Expresses hope for policy expansion to other provinces, implicitly urging similar action.
Call to Action
0.85
g1984AF
Nov 22, 2025
BUY CANADIAN
BUY CANADIAN
Direct imperative urging others to purchase Canadian products as a form of economic action.
Call to Action
0.85
@jimbazell4948
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)