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
We need Trump to clean up this mess and DEPORT them all
We need Trump to clean up this mess and DEPORT them all
Calls for mass deportation using Trump as a model, comparing Canada's approach unfavorably to another nation's.
savannahthomas9841
Sep 29, 2025
We need something like ICE find them round them up and send them back
We need something like ICE find them round them up and send them back
Calls for enforcement action (ICE-style roundups and deportations) framed as a solution to an implicit threat.
rezasanjari3305
Sep 29, 2025
Deport and repeat
Deport and repeat
Advocates for repeated deportation cycles as a policy approach.
Call to Action
0.85
viciouslady1340
Feb 18, 2026
They should go to all the fraud Colleges and charge them and deport them along with all the so called students
They should go to all the fraud Colleges and charge them and deport them along with all the so called students
Calls for enforcement action against fraudulent colleges and deportation of students involved in scams.
mgmmming1396
Sep 29, 2025
Impeach the Donald!! He's not qualified to be an American president!
Impeach the Donald!! He's not qualified to be an American president!
Calls for impeachment and questions Trump's qualifications, urging specific political action.
@thatphillyguy61
Mar 5, 2025
Ban immigration from these countries for God sakes. It's over the quota You need to have quotas!!!
Ban immigration from these countries for God sakes. It's over the quota
You need to have quotas!!!
Demands implementation of immigration quotas and country-based bans, urging policy change as a direct call to action.
fasteddy-fd3kr
Feb 18, 2026
Get ICE to Canada and deport these fraudulent and hold these people accountable!
Get ICE to Canada and deport these fraudulent and hold these people accountable!
Directly calls for ICE involvement in Canada and deportation of students framed as fraudulent.
Call to Action
0.85
718roadtopeace
Sep 29, 2025
Round them all out and deport them home with fines'.. . They should be banned from getting back. Asylum seekers from student permit should be flagged -because its fraud. This should never been considered. Send …
Round them all out and deport them home with fines'.. . They should be banned from getting back.
Asylum seekers from student permit should be flagged -because its fraud. This should never been considered. Send them home.
Demands deportation and bans for asylum seekers and student permit holders, framing asylum conversion as fraud and urging government action.
GeorgeS5368
Sep 29, 2025
Vous les avez perdu grouiller votre criss de cul pour les retrouver et les expulser avant que le peuple le fasse par lui même d'une manière que vous n'aimerez pas un moment donné faut agir
Vous les avez perdu grouiller votre criss de cul pour les retrouver et les expulser avant que le peuple le fasse par lui même d'une manière que vous n'aimerez pas un moment donné faut agir
Demands government action to find and expel immigrants, with implicit threat that citizens will take matters into their own hands if authorities don't act.
tabarnak-fuckCAQ
Sep 29, 2025
Let all the 🇮🇳 students and visitors send them back their own country and don't allow them to make Canada become like India .
Let all the 🇮🇳 students and visitors send them back their own country and don't allow them to make Canada become like India .
Urges specific action (deportation of Indian students/visitors) framed through identity-based concerns about cultural preservation.
samligaray3272
Sep 29, 2025
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Halt the immigration from India, specifically Punjab and the Islamic world. Turbans and Hijabs are going to destroy Canada. Let's focus on Canadian first
Commenter urges halting immigration from specific regions and uses religious/cultural symbols as markers of threat, framed as a policy demand.
burnttoast9112
Feb 17, 2026
This entire video is why Canada needs Pierre Poilievre. He will get the economy going again. Produce more, be more self-sufficient, build more homes, reduce taxes, stop the catch, and release of criminals. I hope …
This entire video is why Canada needs Pierre Poilievre. He will get the economy going again. Produce more, be more self-sufficient, build more homes, reduce taxes, stop the catch, and release of criminals. I hope to God he gets in because if the liberals gets a 4th term, Canada will be headed towards third world status. ?
Comment advocates for voting for a specific political leader while criticizing current government policies and expressing fear of national decline.
@SilentSavage416
Mar 5, 2025
Boycott aMerica. We are going to Canada for our 4 week vacation this year and every year so long as boy dRump and the rePubicans are running the show.
Boycott aMerica. We are going to Canada for our 4 week vacation this year and every year so long as boy dRump and the rePubicans are running the show.
Explicitly calls for boycott of America and announces personal action (vacation to Canada) as political statement.
@dcspangler8025
Mar 5, 2025
Deport all illegal immigrants now. No more students faking their way into our country
Deport all illegal immigrants now. No more students faking their way into our country
Demands immediate deportation of illegal immigrants and student visa fraud prevention.
Stormystormy
Sep 29, 2025
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Proposes specific policy action (mass deportation via defunding) and calls for U.S. assistance, framing immigration control as a concrete objective.
c.gibbons-spackman8166
Feb 17, 2026
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
Calls for mass deportation while attributing inflation and wage decline to immigrants, combining action demands with economic grievance.
ephelesfrance7006
Feb 17, 2026
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
Ô Canada, we stand on guard for Thee. Let's fight back for our land and our economy.
Ô Canada, we stand on guard for Thee. Let's fight back for our land and our economy.
Invokes national identity ('Ô Canada') and urges collective action ('fight back') for economic/national interests.
@mondnel39
Mar 4, 2025
Love this Guy. Boycott. Stop Buying Tesla Amazon Coca Cola ETC Tell your friends how you feel.
Love this Guy. Boycott. Stop Buying Tesla Amazon Coca Cola ETC Tell your friends how you feel.
Expresses support for the speaker and urges others to boycott specific companies as a form of political action.
@scienceandspacetube9723
Mar 5, 2025
America needs to wake up
America needs to wake up
Brief exhortation urging Americans to become aware or take notice, functioning as a call to consciousness or action.
Call to Action
0.85
@supergaugesicht9981
Mar 5, 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)