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
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Call to Action
2,768 comments
I am so ashamed of my government's actions towards Canada and Mexico that it isn't even funny. Trump needs to be impeached removed from office and imprisoned.
I am so ashamed of my government's actions towards Canada and Mexico that it isn't even funny. Trump needs to be impeached removed from office and imprisoned.
Expresses shame about government actions and explicitly calls for Trump's impeachment, removal, and imprisonment.
@clukcluk
Mar 4, 2025
Don’t give them jobs and do not rent houses or apartment to them.
Don’t give them jobs and do not rent houses or apartment to them.
Urges discriminatory action against immigrants (employment and housing exclusion), combining exclusionary call-to-action with implicit threat framing.
marcianotarun4197
Oct 5, 2025
Ban India for 10 years and more for destroying Canada with fraud!
Ban India for 10 years and more for destroying Canada with fraud!
Demands a ban on immigration from India, framing it as necessary to prevent national harm, combining policy demand with threat-based language.
Blessed.Allwin
Oct 4, 2025
I stand with u Canada. Am boycotting all American products.
I stand with u Canada. Am boycotting all American products.
Expresses support for Canada while urging a specific consumer action (boycotting American products) in response to perceived conflict.
@tiongloo3473
Mar 4, 2025
Truth matters! \n\nWithout facts…there is no TRUTH!\nWithout truth there is no TRUST!\nTrump lives in misinformation and chaos. Trump sows fear and misery, we the people of the USA disagree and we the people are not …
Truth matters! \n\nWithout facts…there is no TRUTH!\nWithout truth there is no TRUST!\nTrump lives in misinformation and chaos. Trump sows fear and misery, we the people of the USA disagree and we the people are not Trump! \n\n\nCanadians are our sister sand brothers from another mother. We are in this together and suffering Trump’s un fathomable policies.\n\nWe all have to stand up. Stand up against this tyrannical regime. \n\nWe the people need to hold fast, stand as one against
Calls for collective resistance against Trump's policies while expressing solidarity with Canadians and appealing to shared values of truth and unity.
@eugenesoliza3199
Mar 4, 2025
Stop the flow and the tariffs will go. Every American should understand that.
Stop the flow and the tariffs will go. Every American should understand that.
Proposes a specific policy action (stop immigration flow) as a solution and urges Americans to understand this logic.
@RepresentYou
Mar 4, 2025
We need a total immigration moratorium for a few years.
We need a total immigration moratorium for a few years.
Explicitly calls for a specific policy action (immigration moratorium) as a directive statement.
christianrobertdemassy900
Feb 26, 2026
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Urges the creator to share the video with leadership to influence government action on immigration.
TheWuggies
Jan 27, 2026
Turn there power off. You will get a call in less then 24 hours from the USA. And do not send our planes to put out the fires in South Carolina if they want our …
Turn there power off. You will get a call in less then 24 hours from the USA. And do not send our planes to put out the fires in South Carolina if they want our help they need to pay for it because our Canadian workers do not work for free
Urges specific action (cutting power, withholding aid) as leverage in negotiations, framed with economic reasoning about worker compensation.
@everlastingvintage
Mar 4, 2025
Disgusting. SEND THEM BACK NOW
Disgusting. SEND THEM BACK NOW
Expresses moral outrage and explicitly urges deportation action, combining emotional condemnation with a direct call to action.
MrGoodGoy
Jan 27, 2026
Trudeau needs to resign already
Trudeau needs to resign already
Direct demand for political action (resignation) presented as urgent imperative.
@YeTism
Mar 4, 2025
Easy solution! Stop all immigration period!
Easy solution! Stop all immigration period!
Advocates for a drastic policy action (complete immigration halt) framed as a solution.
oliveoil7642
Feb 27, 2026
As an Indian please trust me kick them out.
As an Indian please trust me kick them out.
Self-identified Indian commenter urging removal of immigrants, using in-group credibility to demand action.
knockout3780
Jan 27, 2026
the absolute best thing that Trudeau could do right now, as a patriot. is to call the election and step aside
the absolute best thing that Trudeau could do right now, as a patriot. is to call the election and step aside
Urges the Prime Minister to call an election and step aside, framed as patriotic action.
@jtcrocker6716
Mar 4, 2025
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Calls for deportation of a specific ethnic group while making unverified claims about their behavior.
christopherziegler5837
Sep 29, 2025
Hell NO! The US people did NOT agree to this. This is TRUMP's doing. Screw him. How do we rid ourselves of him. He is a disgrace and a traitor.
Hell NO! The US people did NOT agree to this. This is TRUMP's doing. Screw him. How do we rid ourselves of him. He is a disgrace and a traitor.
Expresses opposition to Trump's actions and explicitly asks how to remove him, combining moral condemnation with a call for action.
@DeborahBohn-h9x
Mar 4, 2025
Only to blame Canadian Government! Should stop and deport most of them back !
Only to blame Canadian Government! Should stop and deport most of them back !
Blames government policy while calling for deportations as a specific action.
noorulamin9503
Oct 28, 2025
Take notes Great Britain, France, Germany and Australia. Stop trying to appease this moron.
Take notes Great Britain, France, Germany and Australia. Stop trying to appease this moron.
Urges other countries to take action and learn from the situation, comparing multiple nations' responses to Trump.
@jimmycorper
Mar 4, 2025
If you want to hurt US, you need to target their tech industry. A huge part of their economy relies on them. Add tariffs on Meta, SpaceX, Tesla, Google, Amazon, OpenAI, and make stricter regulations …
If you want to hurt US, you need to target their tech industry. A huge part of their economy relies on them. Add tariffs on Meta, SpaceX, Tesla, Google, Amazon, OpenAI, and make stricter regulations for them and ban them if you must. The only thing that can stop Trump is if Elon and his tech bros starts whining.
Urges Canada to target US tech industry with tariffs and regulations as a strategic response to Trump.
@thegreatkeljb
Mar 5, 2025
Simple, do NOT support the business economy in the Indian takeover of Brampton. Turning Brampton into little India is NOT okay
Simple, do NOT support the business economy in the Indian takeover of Brampton. Turning Brampton into little India is NOT okay
Urges economic boycott action while framing demographic change as threatening to local identity.
vangodwinmyyoutubealias7592
Nov 23, 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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