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
Remigration! Require people with expired visas to return to the country of origin,.go to the back of the line, and apply again.
Remigration! Require people with expired visas to return to the country of origin,.go to the back of the line, and apply again.
Proposes specific policy measures (remigration, visa expiration enforcement) as a prescriptive solution to immigration issues.
kelsey5169
Jan 19, 2026
They all need to go back to their own country, please
They all need to go back to their own country, please
Explicitly calls for deportation of immigrants, framed as a necessary action.
Bigshooter229
Jan 27, 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
please mr minister of canada,deport all of these nasty people
please mr minister of canada,deport all of these nasty people
Comment directly urges government action (deportation) while using dehumanizing language toward immigrants.
itssssslit
Jan 27, 2026
I’m with you Canada. Shut the power off. MAGA is destroying the USA day by day and they need to feel it.
I’m with you Canada. Shut the power off. MAGA is destroying the USA day by day and they need to feel it.
Urges Canada to take punitive action ('shut the power off') against the USA, framed as solidarity with Canada against Trump.
@w3rdnama1
Mar 4, 2025
Get rid of Trump!!
Get rid of Trump!!
Direct imperative urging removal of Trump, functioning as a call to action against a political figure.
Call to Action
0.85
@rosariosoriano8499
Mar 4, 2025
Time to deport
Time to deport
Direct call for deportation action, framed as a policy demand.
jq9474
Mar 9, 2026
We must IMPEACH Trump!!! ??
We must IMPEACH Trump!!! ??
Urgent demand for impeachment action, though off-topic to Canadian immigration.
Call to Action
0.85
@phagues
Mar 4, 2025
As a Canadian the Left government needs to go first from Canada
As a Canadian the Left government needs to go first from Canada
Commenter asserts Canadian identity and calls for removal of the current government, framing it as a political action needed.
priestguardian2587
Jan 27, 2026
Ship them out
Ship them out
Brief imperative urging deportation action, functioning as a direct call for restrictive policy implementation.
Call to Action
0.85
ThomasStewart-k1f
Jan 18, 2026
PLEASE DO ! THANK YOU 🙏❤️🇨🇦
PLEASE DO ! THANK YOU 🙏❤️🇨🇦
Emphatic plea with prayer emoji urging someone to take a specific action ('DO'), likely in response to video content.
Call to Action
0.85
@WillBurnhue
Feb 22, 2026
Impeach Trump & go to jail
Impeach Trump & go to jail
Directly urges impeachment and imprisonment of Trump, a specific political action.
Call to Action
0.85
@MoonDoggieAngel13
Mar 4, 2025
Send them back
Send them back
Directive statement urging removal of immigrants, functioning as a call to action with implicit threat framing.
FartCoffin
Jan 19, 2026
Get them out now!!!
Get them out now!!!
Urgent directive demanding immediate removal of immigrants, combining forceful action language with implicit threat sentiment.
Da1fostadomus
Jan 19, 2026
Thanks liberals voters. Vote conservative next time.
Thanks liberals voters. Vote conservative next time.
Urges voting for conservatives while implicitly blaming liberals for immigration policy, combining electoral mobilization with partisan framing.
alexeicaraus3574
Jan 27, 2026
Get Rid of LIBERALS!!!!
Get Rid of LIBERALS!!!!
Urgent directive to remove a political party, framed as a call to action with partisan identity framing.
mariobestic138
Feb 17, 2026
I couldn't agree more. I hope everyone follows suit. Please do what you need to do (all trading countries). Cause it doesn't make sense anymore. Just remember, we are not properly represented as citizens because …
I couldn't agree more. I hope everyone follows suit. Please do what you need to do (all trading countries). Cause it doesn't make sense anymore. Just remember, we are not properly represented as citizens because we don't have the same values as Trump and his governance.
Urges other trading countries to take action against Trump while appealing to shared values and democratic representation.
@mao4now
Mar 4, 2025
Simple solution = bring in ICE and cleanup Canada! NOW
Simple solution = bring in ICE and cleanup Canada! NOW
Calls for immediate enforcement action (ICE) framed as urgent cleanup, expressing threat perception and demanding action.
Bret-k3s
Nov 21, 2025
Enough of this crap! Canadians we have to take our country back. Common Sense and Christian values have to come first again. If that is racist then so be it!
Enough of this crap! Canadians we have to take our country back. Common Sense and Christian values have to come first again. If that is racist then so be it!
The comment urges Canadians to 'take our country back' and reassert Christian values, framing this as a mobilization call while asserting national/cultural identity.
Thekurseofkommonsence
Feb 28, 2026
Hit the road jack
Hit the road jack
Direct imperative urging immigrants to leave Canada, functioning as a call to action.
Call to Action
0.85
garydahmer5088
Jan 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)