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 ALL.
DEPORT THEM ALL.
Extreme call for mass deportation framed as a direct action demand.
Chippertin
Jan 27, 2026
REMIGRATION NOW!!!!
REMIGRATION NOW!!!!
Demands immediate action ('REMIGRATION NOW') to remove immigrants, framed as a rallying cry.
patton2442
Feb 18, 2026
Just resign as you said already
Just resign as you said already
Direct demand for someone to resign from their position.
Call to Action
0.85
@BeClearGo
Mar 4, 2025
Finally! Get them gone!
Finally! Get them gone!
Brief expression of support for deportation, functioning as a rallying statement for removal action.
Call to Action
0.85
MikeButch
Jan 27, 2026
depport indians canadians fed up with themsne dthem back to their country
depport indians canadians fed up with themsne dthem back to their country
Explicitly calls for deportation of Indian Canadians, framing them as a threat that justifies removal.
justintrades7851
Jan 28, 2026
Now go to Markham and interview the Asians lol
Now go to Markham and interview the Asians lol
Suggests the creator should interview another demographic group, implying a request for expanded coverage.
Call to Action
0.85
Nicoclimbs
Jan 28, 2026
Stop the fentanyl.
Stop the fentanyl.
Brief imperative statement urging action on a specific policy issue.
Call to Action
0.85
@stevehellige6475
Mar 4, 2025
WE NEED DEPORTATIONS!!!!
WE NEED DEPORTATIONS!!!!
Direct demand for deportations with emphatic tone, urging specific policy action.
MikeyPaper
Jan 28, 2026
send em home
send em home
A brief demand to remove immigrants, functioning as a call to action with underlying identity-based framing.
derks0
Jan 24, 2026
Kick them all out.
Kick them all out.
Direct imperative statement urging removal of immigrants, functioning as a call to action with underlying xenophobic sentiment.
user-ana..xx..
Jan 27, 2026
The American people don't want tariffs on no country, this is unfair and we all will suffer for this stupid plan,this is Trumps plan and uncalled for. I am disgusted with Trump siding with Putin …
The American people don't want tariffs on no country, this is unfair and we all will suffer for this stupid plan,this is Trumps plan and uncalled for. I am disgusted with Trump siding with Putin and Russia ,he has sold out the American people and Trump and Musk has siding with Putin. Wake up America and protest against these tariffs ,I am disgusted with Trump, please stand up to secure our democracy. I am mad and disgusted.
Primarily urges Americans to protest tariffs and stand up for democracy, with embedded policy criticism of Trump and tariff policy.
@billlane7499
Mar 4, 2025
Justin don’t beg him, be firm and hard on him
Justin don’t beg him, be firm and hard on him
Commenter is urging someone (Justin) to take a specific action—to be firm and hard in dealing with another person.
Call to Action
0.85
@johncaldeira8399
Mar 4, 2025
GET EM OUT OF HERE !!! BOTH INDIANS AND AFRICANS!!!!!!!!!!! AMERICA AND CANADA!!!!!!!!!!!!
GET EM OUT OF HERE !!! BOTH INDIANS AND AFRICANS!!!!!!!!!!!
AMERICA AND CANADA!!!!!!!!!!!!
Urgent demand to remove immigrant groups, framed as a call to action with emphatic language expressing threat perception.
ReviewQuest2503
Jan 28, 2026
TOTAL. REMIGRATION.
TOTAL. REMIGRATION.
Demands mass emigration of immigrants from Canada, framing immigration as an existential threat requiring drastic action.
Bobpill-14f
Jan 27, 2026
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this …
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this 15 times more seriously.
Commenter requests the creator produce content on human trafficking to raise awareness and public concern.
Call to Action
0.85
uncfungus
Jan 27, 2026
Boycott Tim Hortons....at all cost !! 💩💩💩
Boycott Tim Hortons....at all cost !! 💩💩💩
Direct call to boycott a major Canadian company, presumably linked to immigration-related grievances.
Call to Action
0.85
dm95422
Jan 27, 2026
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Urges protest action with dehumanizing language toward immigrants and anti-government framing.
Juventino_10_10
Jan 27, 2026
Time to shut off the electricity and stop selling them oil
Time to shut off the electricity and stop selling them oil
Urges Canada to take retaliatory economic action (cutting electricity and oil sales) against the US.
@ericquesnel6853
Mar 4, 2025
We need Canada version of ICE. These thugs doing extortion deserve to be deported.
We need Canada version of ICE. These thugs doing extortion deserve to be deported.
Calls for creation of Canadian immigration enforcement agency (ICE equivalent) and advocates deportation of criminals.
Mohamedhassan-eu6wx
Feb 18, 2026
Share this everywhere! To everyone see the truth first hand before Trump start spreading his lies as usual!!!
Share this everywhere! To everyone see the truth first hand before Trump start spreading his lies as usual!!!
Explicitly urges others to share content and view 'truth' before Trump spreads 'lies,' framing the video as evidence to distribute.
@Hope-f5z
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)