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
Search & Filter
Call to Action
2,768 comments
Do something on the ICE protests in Minneapolis
Do something on the ICE protests in Minneapolis
Requests the creator produce content on a specific topic (ICE protests), urging action or attention to a different issue.
Call to Action
0.88
TrentRichards-yk4pz
Jan 29, 2026
Get them out, mass deportations and treason trials for those who have funded and encouraged this too happen.
Get them out, mass deportations and treason trials for those who have funded and encouraged this too happen.
The comment calls for mass deportations and legal action against those who facilitated immigration, framing it as a policy solution.
underfire987
Feb 8, 2026
tariff tesla, twitter and Facebook with some insane numbers ASAP
tariff tesla, twitter and Facebook with some insane numbers ASAP
Directly urges immediate action ('ASAP') to impose tariffs on specific American companies as a retaliatory measure.
Call to Action
0.88
@hurf743sefb87
Mar 4, 2025
Resign, Trudeau!
Resign, Trudeau!
Direct call for Trudeau to resign, urging political action.
Call to Action
0.88
@danielray5571
Mar 4, 2025
I called the Canadian embassy in Washington DC this morning. I told them as an American citizen. It saddens me and breaks my heart that we are treating our allies with such disrespect. I do …
I called the Canadian embassy in Washington DC this morning. I told them as an American citizen. It saddens me and breaks my heart that we are treating our allies with such disrespect. I do not stand with the United States government and their treatment of our allies. I also called the Mexican embassy and told them the same thing. I didn’t announce Trump in his cabinet and what they’re doing to our economy that we have worked so hard to resurrect again after he was president last time. I, urge every person who does not agree with what is going on to call the Canadian and the Mexican embassies and just let them know that we stand in solidarity with them and against our government here!
Describes personal actions taken and explicitly urges others to contact embassies to express solidarity with Canada and Mexico.
@mellodeed8550
Mar 4, 2025
Still not enough for immigration. Shut the borders , visitors only!
Still not enough for immigration. Shut the borders , visitors only!
Demands border closure and visitor-only policy as a direct call for restrictive action.
user-sn2ey1wm3q
Jan 15, 2026
All Indian TFW please leave
All Indian TFW please leave
Directly calls for Indian temporary foreign workers to leave Canada, framing them as outsiders.
Aj1987youknowit1
Feb 4, 2026
BAN YANKEES FROM CANADA 🇨🇦 GET BACK TO YOUR BANANA REPUBLIC RUN BY THE ORANGE DICTATOR/ CONVICTED SEXUAL PREDATOR AND HIS BRAINWASHED BRAIN DEAD SPINELESS MAGGOT REPUBLICAN CULT MEMBERS 🖕 OFF YANKEE
BAN YANKEES FROM CANADA 🇨🇦 GET BACK TO YOUR BANANA REPUBLIC RUN BY THE ORANGE DICTATOR/ CONVICTED SEXUAL PREDATOR AND HIS BRAINWASHED BRAIN DEAD SPINELESS MAGGOT REPUBLICAN CULT MEMBERS 🖕 OFF YANKEE
Explicitly calls for banning Americans from Canada while using hostile rhetoric and identity-based framing against the US.
mr.vancouver007
Jan 29, 2026
Bogus asylum claim ??? Deport immediately
Bogus asylum claim ??? Deport immediately
Brief statement calling for immediate deportation of asylum seekers deemed fraudulent.
robbbuzzeo
Feb 25, 2026
Guys let’s start supporting Canada ! I’ll go buy maple syrup and whatever Canadians goods I can find in the supermarket tomorrow.
Guys let’s start supporting Canada ! I’ll go buy maple syrup and whatever Canadians goods I can find in the supermarket tomorrow.
Explicitly urges others to support Canada through consumer action, combining solidarity with a specific behavioral call.
@amelb6247
Mar 4, 2025
Send them back!!!
Send them back!!!
Direct imperative demanding deportation of immigrants, functioning as a call to action with exclusionary intent.
louisemordi3759
Feb 22, 2026
Its time to Impeach Donald Trump and his entire administration.
Its time to Impeach Donald Trump and his entire administration.
Urges a specific political action (impeachment) directed at U.S. leadership, though off-topic to Canadian immigration.
Call to Action
0.88
@pvrates
Mar 4, 2025
Round them up and send em back.
Round them up and send em back.
Direct call to action urging deportation of immigrants with minimal elaboration.
Call to Action
0.88
dialsociety
Sep 29, 2025
Let's vote concervators and everything will be all right and let finish that liberals .
Let's vote concervators and everything will be all right and let finish that liberals .
Explicitly urges voting for Conservative party as a solution to immigration issues.
Call to Action
0.88
SDR3066
Aug 25, 2025
Please expose texas and the Indian scam
Please expose texas and the Indian scam
Direct request for the creator to investigate and expose specific topics, urging action on particular subjects.
Call to Action
0.88
mprince051
Jan 28, 2026
Remigration now!
Remigration now!
Calls for 'remigration' (forced return of immigrants), a direct action demand rooted in identity concerns.
Critical-Canuck_07
Jan 27, 2026
IMPEACH TRUMP NOW!!! ILL LEAD THE WAY
IMPEACH TRUMP NOW!!! ILL LEAD THE WAY
Urges immediate impeachment of Trump and offers personal leadership in this action.
Call to Action
0.88
@marcusadams02
Mar 4, 2025
REMIGRATION NOW!!!!!
REMIGRATION NOW!!!!!
Single-word demand for remigration (forced return of immigrants), a direct call to action with nationalist framing.
CammiDred
Sep 30, 2025
They have to go home
They have to go home
Demands deportation of immigrants, functioning as a direct call for removal action.
Call to Action
0.88
manatoa1
Sep 30, 2025
Start mass deportations for cheaters and criminals
Start mass deportations for cheaters and criminals
Directly urges mass deportations as a policy action, framing it as a response to cheating and criminal behavior among immigrants.
jimhalpert0
Oct 14, 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)