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
Deport them now we are full we don’t have jobs for Canadians
Deport them now we are full we don’t have jobs for Canadians
Demands deportation citing capacity limits and job scarcity for Canadian citizens, combining economic and fear-based arguments.
Mohammedpalle5934
Jan 16, 2026
You can thank Trudeau for this happening in Canada. They all need to be arrested prosecuted and deported when released from prison.
You can thank Trudeau for this happening in Canada.
They all need to be arrested prosecuted and deported when released from prison.
Blames Trudeau and explicitly calls for arrest, prosecution, and deportation of immigrants.
mickeyandres2651
Feb 18, 2026
I want to see the conservatives just startbto snap on these interviews
I want to see the conservatives just startbto snap on these interviews
Urges political actors (conservatives) to take aggressive action in public discourse.
Call to Action
0.85
jasonl7176
Feb 24, 2026
Deport every immigrant from 2015-2026
Deport every immigrant from 2015-2026
Demands mass deportation of immigrants from a specific time period, framed as a direct policy action.
Silas_Stone
Jan 27, 2026
Well done Canada !!❤❤❤Start blocking usa trade and stop sending them energy, gas, and other basic resources.
Well done Canada !!❤❤❤Start blocking usa trade and stop sending them energy, gas, and other basic resources.
Commenter urges Canada to take specific economic actions (block trade, stop energy exports) as a form of support/solidarity against the US.
@viperine4577
Mar 4, 2025
Finally opened the eyes Deport deport deport and ban if they are not respectful
Finally opened the eyes
Deport deport deport and ban if they are not respectful
Explicitly urges deportation and bans while framing immigrants as disrespectful threats.
jipsonraju201
Feb 18, 2026
Get rid of em
Get rid of em
Terse demand to remove immigrants, functioning as a call to action with underlying xenophobic sentiment.
teki2587
Jan 27, 2026
Bike guy should be Prime Minister
Bike guy should be Prime Minister
Endorses a specific person for political office, urging implicit support for their leadership.
Call to Action
0.85
Ryan-vu5xo
Feb 6, 2026
Canada should permanently end all trade with America. To start with, end all energy exports to the Eastern Seaboard and bring the entire Eastern Seaboard to an immediate and compete standstill. American shipping and port …
Canada should permanently end all trade with America. To start with, end all energy exports to the Eastern Seaboard and bring the entire Eastern Seaboard to an immediate and compete standstill. American shipping and port traffic, all railroad traffic, all airline traffic relies on importing Canadian energy so cut off the supply and brine the entire Eastern Seaboard to an immediate halt.
Commenter urges Canada to take specific economic action (end energy exports) to pressure the US, framed as retaliation.
@briansharvill1794
Mar 4, 2025
Go home Trudeau
Go home Trudeau
Direct imperative urging Trudeau to leave office, functioning as a political demand.
Call to Action
0.85
@derkommissar4986
Mar 4, 2025
Send them back!
Send them back!
Direct call for deportation of immigrants.
Call to Action
0.85
mj24672
Jan 5, 2026
Do Peg city 🚕 next
Do Peg city 🚕 next
Requests the creator make content about a specific location (Peg city/Winnipeg), urging future video production.
Call to Action
0.85
KFLson
Jan 27, 2026
I hope the Trump Administration takes this video seriously.
I hope the Trump Administration takes this video seriously.
Urges the Trump Administration to take action based on the video's content, implying policy change.
Jack-qk3xv
Jan 27, 2026
REMIGRATION NOW!!!!
REMIGRATION NOW!!!!
Demands immediate action ('REMIGRATION NOW') to remove immigrants, framed as a rallying cry.
patton2442
Feb 18, 2026
Americans call your congress and express your disgust with Trump, Musk, Vance and their followers. I am ashamed Canada, Mexico, Ukraine that you are beinging treated like this.?
Americans call your congress and express your disgust with Trump, Musk, Vance and their followers. I am ashamed Canada, Mexico, Ukraine that you are beinging treated like this.?
Urges Americans to contact Congress and express opposition, combined with expressions of solidarity with affected nations.
@debracarlson5511
Mar 4, 2025
Close the boarder send them.home deport the rest canada is closed
Close the boarder send them.home deport the rest canada is closed
Imperative demands to close borders, deport immigrants, and declare Canada closed, combining exclusionary identity assertion with explicit policy demands.
spencersproule6301
Jan 5, 2026
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
Canada...thank you! Please keep pushing Trump and his administration. We are counting on you to take this horrible person to task!
Canada...thank you! Please keep pushing Trump and his administration. We are counting on you to take this horrible person to task!
Commenter urges Canada to continue confronting Trump, framed as a call for action with implicit support for Canada's stance.
@RobertaOlsson
Mar 4, 2025
Canadians, please boycott the hell out of the United States in every possible way you can. I know a lot of you already were, but I hope more of you do it! I'm American and …
Canadians, please boycott the hell out of the United States in every possible way you can. I know a lot of you already were, but I hope more of you do it! I'm American and my country desperately needs to be taught a lesson, and I think your country will be the one to teach it! I am so ashamed to be an American right now, but I proudly stand with Canada! ??????
Explicitly urges Canadians to boycott the US while expressing solidarity with Canada and shame about American leadership.
@jus10lewissr
Mar 4, 2025
Send home the 15 million foreigners in our country.
Send home the 15 million foreigners in our country.
Demands removal of immigrants, framing them as a problem requiring action, with underlying fear-based rhetoric.
play2play483
Feb 17, 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)