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
Don't go, period.
Don't go, period.
Direct exhortation urging others (Canadians) not to travel to the USA.
Call to Action
0.80
saloninegi7062
Dec 9, 2025
Go somewhere else. It’s that easy. Have family down there? Rent an air b and b somewhere else and have a great time.
Go somewhere else. It’s that easy. Have family down there? Rent an air b and b somewhere else and have a great time.
Urges people to visit alternative locations instead of the US, offering a practical alternative action.
Call to Action
0.80
RonFraser-fl5yc
Dec 10, 2025
Do not visit!
Do not visit!
Direct imperative urging others not to visit a location.
Call to Action
0.80
chrispomaylivewithcdpsport5517
Dec 10, 2025
Canadian border security needs to do the same.
Canadian border security needs to do the same.
Advocates for Canadian border security to adopt similar measures, implicitly calling for stricter immigration/border policy.
SiIouette1
Dec 10, 2025
Canadians stop travel to USA.This is the smart choice
Canadians stop travel to USA.This is the smart choice
Urges Canadians to stop traveling to the USA, framed as a prudent choice.
dzungdang7465
Dec 9, 2025
All the more reasons for Canadians to avoid any travel to the USA.
All the more reasons for Canadians to avoid any travel to the USA.
Recommends that Canadians avoid US travel in response to the policy, implicitly comparing the countries' treatment of visitors.
roygutfinski879
Dec 8, 2025
Just don't visit ever and the problem is solved.
Just don't visit ever and the problem is solved.
Urges others to take action (boycott/avoid visiting) as a solution to an unstated problem.
Call to Action
0.80
DBrown-vh5yy
Dec 7, 2025
CANADA MUST CLOSE OUR BORDERS TO THE UNITED STATES NOW!
CANADA MUST CLOSE OUR BORDERS TO THE UNITED STATES NOW!
Demands Canada close borders to the US, expressing security/threat concerns and urging immediate government action.
staystrong731
Dec 9, 2025
Only makes sense to avoid everything USA whenever possible 😊
Only makes sense to avoid everything USA whenever possible 😊
Encourages avoidance of the USA whenever possible, framed as practical advice.
Call to Action
0.80
pauldonovan9713
Dec 8, 2025
Time for the rest of the Provinces to do the same.
Time for the rest of the Provinces to do the same.
Urges other provinces to adopt similar immigration restrictions as Quebec, framed as a directive for policy action.
Call to Action
0.80
bradfiegehen7092
Nov 24, 2025
It’s up to you if you want to go but don’t be whining about it what s%it hits the fan you should already be aware do your f-in homework and stay in beautiful CANADA
It’s up to you if you want to go but don’t be whining about it what s%it hits the fan you should already be aware do your f-in homework and stay in beautiful CANADA
Urges people to stay in Canada and take responsibility for their choices, with nationalist framing.
HowardFitzpatrick-bc1lm
Dec 8, 2025
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They will solve this problem. All should boycott the USA! Do not buy their products, cars, etc. Do not go there! There industry and healthcare will collapse soon. Canada will win this battle at the end of the day. Trust in Liberal!
Urges boycotts and collective action while expressing political support and blame attribution.
loubautista8750
Nov 22, 2025
Immigration minister should be fired and jailed.
Immigration minister should be fired and jailed.
Demands removal and punishment of immigration minister, framing it as a call for accountability.
leoAyaladeZobel
Nov 22, 2025
Send them home, they are just using this country to take advantage of our resources. Let them help their country. Too much burden in our immigration department right now😟
Send them home, they are just using this country to take advantage of our resources. Let them help their country. Too much burden in our immigration department right now😟
Urges deportation of immigrants while expressing concerns about resource exploitation and burden on government systems.
VanMast3r
Nov 20, 2025
Liberalism is a treasonous mental disorder. Deport over 10 ++ million newcomers and impose a moratorium on immigration for 1000 years! 🇨🇦
Liberalism is a treasonous mental disorder. Deport over 10 ++ million newcomers and impose a moratorium on immigration for 1000 years! 🇨🇦
Calls for mass deportation and immigration moratorium using inflammatory language and hyperbolic framing.
googleaccount2637
Feb 24, 2026
Carnival carnies new world order government must be thrown out of power.
Carnival carnies new world order government must be thrown out of power.
Calls for removal of government using derogatory language and conspiracy framing ('new world order').
charleswood2948
Feb 27, 2026
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections??
Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Urges cross-country strike and political action while mixing conspiracy theories, vaccine misinformation, and demographic anxiety.
lisamcd1291
Feb 18, 2026
Deport them all I watched a little kid take a shit at Wasaga Beach and then bury it
Deport them all I watched a little kid take a shit at Wasaga Beach and then bury it
Calls for deportation of immigrants while providing an anecdotal and likely fabricated incident to justify xenophobic action.
evanb4302
Jan 28, 2026
Why canada people go out Stop India trade 4b$ Ban Islam
Why canada people go out
Stop India trade 4b$
Ban Islam
Makes demands for policy changes (stop trade, ban religion) framed as nationalist assertions.
Nitailala
Nov 13, 2025
cancel every application that's in backlog, accept only students going to post-secondary schools (and even then- that number must be reduced also), and eliminate the TFW program.
cancel every application that's in backlog, accept only students going to post-secondary schools (and even then- that number must be reduced also), and eliminate the TFW program.
Proposes specific policy changes (cancel backlogs, reduce student intake, eliminate TFW program) as actionable demands.
ShaunCostello
Jan 19, 2026
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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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