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 mass deportations.
we need mass deportations.
Commenter makes a direct call for mass deportations, combining a policy demand with implicit threat-based framing.
rootbeer4888
Nov 1, 2025
You should do a show on Alberta independence gaining ground.
You should do a show on Alberta independence gaining ground.
Commenter urges the content creator to produce a show on a specific topic (Alberta independence), a direct request for action.
Call to Action
0.85
ronaldwood1343
Feb 17, 2026
Thanks Trudeau 🖕🏻 deport them all
Thanks Trudeau 🖕🏻 deport them all
Combines blame attribution to political leader with explicit call for mass deportations.
leedubreuil3195
Oct 28, 2025
DEPORT EVERY SINGLE ONE
DEPORT EVERY SINGLE ONE
Calls for mass deportation of immigrants, combining extreme policy demand with implicit threat framing.
westirons8874
Oct 22, 2025
World Must unite against the US Bullies. & Save the world. From Ethiopia
World Must unite against the US Bullies. & Save the world. From Ethiopia
Calls for global unity against US with us-vs-them framing and international identity assertion.
@Ethiogunners1
Mar 4, 2025
These d1rt Indians buys up all the dunkin donuts, subways, citgo and change prices and never honor coupons. Boycott all Indian owned franchises
These d1rt Indians buys up all the dunkin donuts, subways, citgo and change prices and never honor coupons. Boycott all Indian owned franchises
Explicit call to boycott Indian-owned businesses based on ethnic identity, combining discriminatory framing with actionable demand.
RSI24
Jan 29, 2026
Trump needs to be in jail, trialed for treason
Trump needs to be in jail, trialed for treason
Demands legal action (imprisonment and trial) against Trump for alleged treason, framing it as a moral imperative.
@plysmeister
Mar 4, 2025
Find them and deport - let’s get ice in here - here’s a clue, raid every single Tim Hortons
Find them and deport - let’s get ice in here - here’s a clue, raid every single Tim Hortons
Explicit call for deportation and law enforcement raids targeting immigrants, framed as urgent action with implicit security threat framing.
Pastasauceinmouth
Oct 4, 2025
Canada should instantly remove all discounts. Canada should sell their oil to Europe instead.
Canada should instantly remove all discounts. Canada should sell their oil to Europe instead.
Urges Canada to take specific policy actions: remove trade discounts and redirect oil sales to Europe.
@Midg-td3ty
Mar 4, 2025
Kick them all out, and send their stupid blue statue with them
Kick them all out, and send their stupid blue statue with them
Calls for mass deportation of immigrants with dehumanizing language, combining expulsion demand with contempt.
googleisretarded7618
Jan 27, 2026
Cancel the liberals there useless time to get the Conservatives in now
Cancel the liberals there useless time to get the Conservatives in now
Urges voters to remove current government and elect Conservatives, framing it as a political action to address immigration concerns.
TheRealTerranceDesjarlais
Sep 30, 2025
The main problem were the Indian immigrants solution —————-> simple, take them out who were all student
The main problem were the Indian immigrants solution —————-> simple, take them out who were all student
Identifies Indian student immigrants as the problem and implicitly calls for their removal as the solution.
riyo8147
Aug 28, 2025
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save …
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save for everyone. When we come to Canada we must intend to help build and maintain a stable society not tear the country apart and put others at risk. It’s time to get rid of all criminal elements within the borders of Canada. Canada shouldn’t be a gangster paradise. No one has the right to come to Canada and disturbed the peace and stability we all enjoyed. Please deport all the trouble makers, drug dealers and gangs. Don’t even waste taxpayers dollars keeping those criminals in prison, when they’re caught and proven guilty, please deport immediately.
Combines personal immigrant background with urgent calls for deportation of criminals and gang members, emphasizing law-and-order concerns.
@OneLoveAfrica
Feb 22, 2026
Shut down all the diploma mills and Deport all the fake students from INDIA.
Shut down all the diploma mills and Deport all the fake students from INDIA.
Calls for shutting down institutions and deporting specific national group ('fake students from INDIA'), combining enforcement action with ethnic targeting.
Kevin-sq1fk
Jan 16, 2026
As a Canadian we should take our goods elsewhere where, build pipeline to the east and keep our oil and tell the states to pound sand
As a Canadian we should take our goods elsewhere where, build pipeline to the east and keep our oil and tell the states to pound sand
Proposes specific economic and infrastructure actions (pipeline, resource control) as Canadian response to US relations.
@edwardgray2102
Mar 4, 2025
Ban all these India scammers from America and Canada now!!!
Ban all these India scammers from America and Canada now!!!
Calls for banning Indian immigrants while using a stereotypical slur ('scammers'), combining a demand for action with a generalized false characterization.
coolwalk11
Jan 27, 2026
Absolutly fkn DISGUSTING! Time to take OUR COUNTRY BACK!
Absolutly fkn DISGUSTING! Time to take OUR COUNTRY BACK!
Urges collective action to reclaim national identity with strong emotional language about country ownership.
FAaa-p2e
Jan 28, 2026
Find them and straight to the airport send them all home RIGHT AWAY. No need to interrogate, detain and waste anymore time & money.
Find them and straight to the airport send them all home RIGHT AWAY. No need to interrogate, detain and waste anymore time & money.
Directly urges mass deportation of immigrants without due process, framing them as outsiders to be removed.
hogi27
Sep 29, 2025
We can boycott american product cut hydro Québec elictricity
We can boycott american product cut hydro Québec elictricity
Urges boycott of American products and reduction of Quebec hydro exports as economic/political action.
LiliLadouce
Dec 8, 2025
Something must be done. Sugestion is to stop immigration and all the stipends that go with it
Something must be done. Sugestion is to stop immigration and all the stipends that go with it
Explicitly calls for stopping immigration and associated government benefits as a policy solution.
catherinegoode4445
Feb 17, 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)