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 out of Canada.. period
Deport out of Canada.. period
Direct call for deportation of immigrants, urging a specific policy action.
Call to Action
0.90
normjudd197
Jan 29, 2026
DEPORT THEM ALL
DEPORT THEM ALL
Explicit call for mass deportation of immigrants, expressing xenophobic demand for action.
nikvanscoyk4427
Jan 27, 2026
Impeach Trump NOW and his corrupt cronies!
Impeach Trump NOW and his corrupt cronies!
Directly urges immediate action (impeachment) against Trump and associates.
Call to Action
0.90
@cathymeehan3113
Mar 4, 2025
Do Guelph and Kitchener too
Do Guelph and Kitchener too
Requests the creator make videos about other Canadian cities, urging future content.
Call to Action
0.90
MittonBasher
Jan 28, 2026
Mass deportation NOW!
Mass deportation NOW!
Direct demand for immediate mass deportation action.
Call to Action
0.90
PaulZoric
Sep 29, 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
Please don't stay silent, we are Canadians, we have to stop immigrants this is mot they country, deport, deport special muslims they are 😈😈😈 and immigrant from India deport, deport all.
Please don't stay silent, we are Canadians, we have to stop immigrants this is mot they country, deport, deport special muslims they are 😈😈😈 and immigrant from India deport, deport all.
Explicitly calls for deportations and silence-breaking, with dehumanizing language targeting specific religious/ethnic groups.
kashadesjardins5152
Aug 25, 2025
DEPORT THEM ALL!!!
DEPORT THEM ALL!!!
Direct demand for mass deportation framed as an urgent action, expressing demographic anxiety.
doubletapproductions
Jan 27, 2026
But will you call an ELECTION RIGHT NOW. GOVERNMENT THE CANADIANS WHAT THEY WANT AND LET US VOTE FOR PIERRE POILIVRE AND THE CONSERVATIVE PARTY SO WE CAN DO DAMAGE CONTROL AND REBUILD PUR COUNTRY.
But will you call an ELECTION RIGHT NOW. GOVERNMENT THE CANADIANS WHAT THEY WANT AND LET US VOTE FOR PIERRE POILIVRE AND THE CONSERVATIVE PARTY SO WE CAN DO DAMAGE CONTROL AND REBUILD PUR COUNTRY.
Directly urges an immediate election and calls for voting for a specific political party to address national problems.
Call to Action
0.90
@93Tillinfini
Mar 4, 2025
CANADA, PLEASE REVOKE MUSK'S CANADIAN CITIZENSHIP!!!
CANADA, PLEASE REVOKE MUSK'S CANADIAN CITIZENSHIP!!!
Direct plea for Canada to revoke Musk's citizenship, framed as a specific action request.
Call to Action
0.90
@janetpartyka5968
Mar 4, 2025
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
Americans, call your representatives and tell them yo get off their asses and get some balls and stand up to Dumpy that he is not king and can keep using emergency orders without proof. \nRepublicans, …
Americans, call your representatives and tell them yo get off their asses and get some balls and stand up to Dumpy that he is not king and can keep using emergency orders without proof. \nRepublicans, time to reign in this crazy old man.
Explicitly urges Americans and Republicans to contact representatives and take political action against Trump.
Call to Action
0.90
@Thatsmessedupman
Mar 4, 2025
Deport quickly. Fast track entire process. Make them work overtime.
Deport quickly. Fast track entire process. Make them work overtime.
Directly urges rapid deportation and expedited processing as a policy action.
Call to Action
0.90
AndreInThe416
Feb 18, 2026
TFW program must be ended and 2,000,000 Indians must be deported.NOW
TFW program must be ended and 2,000,000 Indians must be deported.NOW
Demands immediate action (deportation and program termination) with urgent language, functioning as a direct call to action.
Scott-ll2rl
Sep 27, 2025
Deport them all
Deport them all
Direct call for mass deportation of immigrants, expressing extreme policy position.
CoyoTWil3
Oct 26, 2025
As Canadians we must mobilize . our enemy has many faces, the 1st face of our enemy is known as democracy especially our democracy in Canada, if we remove the people in power we can …
As Canadians we must mobilize . our enemy has many faces, the 1st face of our enemy is known as democracy especially our democracy in Canada, if we remove the people in power we can then fight our 2nd enemy called law enforcement then those of us who are lucky to still be alive can then fight the 3rd face called immigration. This isnt easy and many of us will die but we must do things for the greater good and this war will be long. As European descendants we must always remember the fact that our forefathers never left home soil voluntarily they were kicked out and sent here as so called criminals. They built the country to what it was up until the 1980s then the soft Canadians who only survived thanks to the strong and brave decided wokeness needed to happen and thus here we are today
Explicitly urges mobilization and violent action against government, law enforcement, and immigration while framing it as existential struggle for European identity.
xxJuiCYxxJaYxx
Jan 27, 2026
Send them back!!! All of them!!!@ We are done!!!! STOP SUPPORTING FORIEGNERS!!!!!@@ We know what you are doing!@@ You all need to be held accountable!!!
Send them back!!!
All of them!!!@
We are done!!!!
STOP SUPPORTING FORIEGNERS!!!!!@@
We know what you are doing!@@
You all need to be held accountable!!!
Demands deportation and accountability while expressing xenophobic sentiment and urging others to stop supporting immigrants.
stephanielynnbeneficary-w9z
Dec 17, 2025
Going to need a part 2 exposing fake colleges
Going to need a part 2 exposing fake colleges
Requests follow-up content exposing fraudulent educational institutions in the immigration context.
Call to Action
0.90
zn6chris
Jan 27, 2026
Canada needs our own ICE !
Canada needs our own ICE !
Direct call for Canada to create its own ICE (U.S. Immigration and Customs Enforcement) equivalent.
Call to Action
0.90
Alchemistone87
Feb 18, 2026
Boycot all USA products. From Starbucks over Amazon and Netflix to Tommy Hilfiger.
Boycot all USA products. From Starbucks over Amazon and Netflix to Tommy Hilfiger.
Directly urges others to boycott American products as a form of economic protest.
Call to Action
0.90
@bartvermeer5104
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)