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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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Policy Critique

5,980 comments
Page 219 of 299
Anything is higher than zero
Anything is higher than zero
Implies current deportation numbers are inadequate, critiquing policy insufficiency.
jonontube Dec 25, 2025
What a useless expert lol. It only applies for travelers that are staying more than 30 days.
What a useless expert lol. It only applies for travelers that are staying more than 30 days.
Dismisses an expert's credibility while questioning the scope of a policy rule, combining skepticism with clarification about applicability.
peterf4719 Dec 9, 2025
Implement visa system for americans
Implement visa system for americans
Proposes a specific policy change (visa system for Americans) as a critique of current immigration policy.
naturebc Dec 9, 2025
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
Criticizes government handling of immigration and drug labs while asserting unverified claims about mandatory biometric procedures.
ShelleyAllen-sb8tz Dec 10, 2025
Thank to Mark Carney 😡😡😡
Thank to Mark Carney 😡😡😡
Blames a specific political figure (Mark Carney) for policy decisions, expressing disapproval through emotional reaction.
MarcosMaturell-g3p Dec 8, 2025
Canada has been doing it for years, so stop complaining
Canada has been doing it for years, so stop complaining
Dismisses complaints by pointing out Canada's longstanding practice, implying hypocrisy in criticism.
hamzanasih3581 Dec 10, 2025
As long as they vote liberal the unethical, corrupt, deceitful liar of a PM doesn't care.
As long as they vote liberal the unethical, corrupt, deceitful liar of a PM doesn't care.
Criticizes PM for allegedly ignoring immigration problems in exchange for Liberal voter support, making an unsubstantiated claim about political motivation.
PaulW-vs6mf Dec 19, 2025
The liberals have even broke their compatriots.
The liberals have even broke their compatriots.
Blames the Liberal government for damaging Canadian citizens through policy decisions.
jamesandrews1130 Nov 24, 2025
Should have ended 10+ years ago… Most immigrants came through Quebec (easiest route), then settled in Ontario & BC…
Should have ended 10+ years ago… Most immigrants came through Quebec (easiest route), then settled in Ontario & BC…
Critiques immigration policy duration and settlement patterns, with an unverified claim about Quebec being the 'easiest route' without supporting evidence.
wc4109 Dec 6, 2025
I say the same thing I've said for years; Canada is a massive con.
I say the same thing I've said for years; Canada is a massive con.
Broad criticism of Canada as a 'con,' suggesting systemic policy failure or deception by government.
michaelfarrow5817 Nov 22, 2025
Lawyers like him are a very real problem !!
Lawyers like him are a very real problem !!
Criticizes lawyers (likely immigration lawyers) as problematic, suggesting critique of legal/policy actors facilitating immigration.
shawngaertner7897 Nov 22, 2025
If you are at the airport you will be inspected in Canada, so they can't detain you, so it might be ok to travel by air.
If you are at the airport you will be inspected in Canada, so they can't detain you, so it might be ok to travel by air.
Analyzes airport inspection procedures and detention policies, suggesting air travel may be safer than other border crossing methods.
heyhandersen5802 Dec 10, 2025
Liberals losing Voters 😢
Liberals losing Voters 😢
Critiques government policy by noting electoral consequences for the ruling party.
cliffhogan9723 Nov 23, 2025
Asylum seekers who commit serious crimes … and get a lessor sentence so it does affect their claim.
Asylum seekers who commit serious crimes … and get a lessor sentence so it does affect their claim.
Critiques asylum seeker sentencing policy, making an unsubstantiated claim about reduced sentences affecting immigration claims.
mightypaws2645 Nov 25, 2025
They need to go, baby.
They need to go, baby.
Brief statement advocating removal of immigrants, functioning as both policy criticism and implicit call to action, though context-dependent interpretation.
Mworr-i6t Nov 22, 2025
Immigrants are unaware that the great opportunity they have in Quebec is worth its weight in gold. During their stay, they spend two, three, or five years here and neither speak, read, nor write French. …
Immigrants are unaware that the great opportunity they have in Quebec is worth its weight in gold. During their stay, they spend two, three, or five years here and neither speak, read, nor write French. They go about their daily lives like any other Quebecer who is settled here. And when the time comes to leave, they have to sell off what little they own and return with nothing. They shout and argue as if Canada owes them something, even though they haven't received any financial assistance from their own governments in their home countries, yet here they come demanding it. I hope that what they experienced here will motivate them to prosper when they return.
Critiques immigrant behavior and integration in Quebec, questioning their gratitude and effort to learn French, with underlying moral judgment about entitlement.
hemeraldhappy7166 Nov 20, 2025
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s …
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s infested with drug cartels like America, infested with scammers, terrorists war mongerers, car nappers etc, etc, Canada is not the same anymore. Just imagine the government is already taken by other ideologies. The death of the freedom of Canadian soldiers in the wars are already in vain. The morals, integrity, honesty and due diligence. History of Canada should be inculcated in schools. So children of the country will know how Canada became as Canada. It is the freedom to live in peace in honesty in diligence in integrity. For the unit of a society starts from a family. If all of these is not practice, Canada as a country Will be gone. If a country don’t take control of these things, the history of Canada is totally gone.
Comprehensive critique of immigration policy, government integrity, and national decline, blending concerns about scams, security threats, and loss of Canadian values.
Kelly35608 Nov 20, 2025
What's even more insane is that the trafficker convo took place over fb msgr, and here I was fb jailed for a week because I sent a meme about hitler through msgr. So they know, …
What's even more insane is that the trafficker convo took place over fb msgr, and here I was fb jailed for a week because I sent a meme about hitler through msgr. So they know, they just don't care.
Criticizes government enforcement inconsistency regarding trafficking versus social media moderation, implying deliberate negligence.
VeritasontheRocks Feb 28, 2026
Non of the liberal's immigration ministers were responsible and did not do anything to stop mass immigration and fake asylum seekers!
Non of the liberal's immigration ministers were responsible and did not do anything to stop mass immigration and fake asylum seekers!
Criticizes government immigration ministers for inaction on mass immigration and asylum seekers, combining policy critique with unverified claims about 'fake' asylum seekers.
aveeng9648 Feb 27, 2026
Cares so little about us they give more money to scammers and the Ukraine
Cares so little about us they give more money to scammers and the Ukraine
Commenter criticizes government spending priorities, making claims about resource allocation that may be misleading or unsubstantiated.
vlogospheer Feb 27, 2026
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)