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
Send them back
Send them back
Direct call for deportation of immigrants, urging removal action.
Call to Action
0.80
richiemontana8895
Jan 15, 2026
Delete this video now, saar.
Delete this video now, saar.
Direct demand to remove the video, urging action against the content itself.
Call to Action
0.80
fphagfphag6192
Jan 27, 2026
Do a podcast with the guy on the bike I am interested... We are all interested .
Do a podcast with the guy on the bike I am interested... We are all interested .
Requests the creator produce additional content featuring a specific person from the video.
Call to Action
0.80
AmeerAlkhier
Jan 27, 2026
Pls do a video on Australias corruption. Our people are quite blind and could use a poppin video. Australia is an untapped gold mine for corruption journalism
Pls do a video on Australias corruption. Our people are quite blind and could use a poppin video. Australia is an untapped gold mine for corruption journalism
Commenter requests the video creator produce content on Australian corruption, framing it as an important untapped topic.
fumducks2073
Jan 27, 2026
Their visa is expired, they MUST leave Canada NOW!!! No extensions, no renewals, no excuses, no sympathy. GET OUT!!!!!
Their visa is expired, they MUST leave Canada NOW!!!
No extensions, no renewals, no excuses, no sympathy. GET OUT!!!!!
Demands immediate deportation action with emphatic language, framed as a call for enforcement.
geoffhong5106
Jan 16, 2026
Make CANADA great again ! 🇨🇦
Make CANADA great again ! 🇨🇦
Nationalist slogan urging restoration of Canada's greatness, echoing political campaign rhetoric.
jamesasham4055
Jan 27, 2026
Send them back!
Send them back!
Direct call for deportation of immigrants as a policy action.
Call to Action
0.80
WakeUpSheeple1000
Jan 5, 2026
cut it to zero
cut it to zero
Calls for zero immigration policy as a specific action/position.
Call to Action
0.80
Btk780
Jan 5, 2026
Deport Back!
Deport Back!
Direct imperative urging deportation action, functioning as a call for policy implementation.
Call to Action
0.80
chrisfields3589
Jan 5, 2026
lower the price of food
lower the price of food
Direct imperative urging action (lowering food prices), functioning as a demand or call for policy change.
Call to Action
0.80
redmajors2436
Jan 11, 2026
This why every country needs a Donald Trump!
This why every country needs a Donald Trump!
Implicit call for political leadership similar to a specific figure, framing it as a solution to immigration issues.
Jaydawg5422
Jan 27, 2026
Send them back!
Send them back!
A direct imperative urging deportation of immigrants, framed as a demand for action.
owenjackson2390
Jan 27, 2026
🇨🇦IF you’re Canadian and struggling to find employment, post a video of yourself, your education level, your last job and THEN list companies you have applied to and have not heard back from.
🇨🇦IF you’re Canadian and struggling to find employment, post a video of yourself, your education level, your last job and THEN list companies you have applied to and have not heard back from.
Urges Canadian citizens to create videos documenting employment struggles and job application rejections, framing it as collective action.
Call to Action
0.80
SeriHeon
Jan 6, 2026
Stop spending money til they start hiring canadians. we hold the power. go without for now, save your money
Stop spending money til they start hiring canadians. we hold the power. go without for now, save your money
Calls for consumer boycott/spending reduction to pressure companies to hire Canadians, combining economic grievance with mobilization.
colinsellers8365
Jan 6, 2026
Canadian here. It's a million times worse than this video even shows, even up here up north in the middle of nowhere. Gotta stop this shit
Canadian here. It's a million times worse than this video even shows, even up here up north in the middle of nowhere. Gotta stop this shit
Commenter identifies as Canadian, escalates concern beyond the video, and explicitly calls for stopping immigration ('Gotta stop this shit').
acapellasanonymous
Jan 27, 2026
Can we like just throw these ppl in jail?
Can we like just throw these ppl in jail?
Extreme rhetorical call for incarceration of immigrants, expressing hostility and demand for punitive action.
MrMannyhw
Jan 5, 2026
get them out!!
get them out!!
Demands removal of unspecified targets with minimal elaboration, functioning as a direct call to expel people.
Pondslanding67
Jan 4, 2026
We need ICE
We need ICE
Brief statement calling for ICE (Immigration and Customs Enforcement), urging adoption of stricter enforcement measures.
Call to Action
0.80
Fluke613
Oct 3, 2025
THANK YOU for making this video i am sharing.
THANK YOU for making this video i am sharing.
Expresses appreciation for the video and explicitly encourages sharing it with others.
kirtanforthesoul
Jan 27, 2026
NO MORE IMMIGRANTS. PLEASE STOP THIS
NO MORE IMMIGRANTS. PLEASE STOP THIS
Demands cessation of immigration with urgent plea, combining demographic anxiety with a direct call to stop policy.
NotCoolNancy
Jan 6, 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)