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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 144 of 299
The libs talking about reduced immigration is just appeasing the citizens, they have no intention of reducing immigration.
The libs talking about reduced immigration is just appeasing the citizens, they have no intention of reducing immigration.
Accuses government of insincerity regarding immigration policy, suggesting hidden intentions without evidence.
cindymackay-musso8317 Feb 27, 2026
While I am going to financially suffer from this, I want to see our country start new deals with Europe and Asia. Until tRump is gone and ALL of his minions have left office, I …
While I am going to financially suffer from this, I want to see our country start new deals with Europe and Asia. Until tRump is gone and ALL of his minions have left office, I don't want to see any deals with the US. \nWe knew Trump wanted to destroy Canada financially. This was NOT about fentynal.\nWe have enough wood, enough oil, and enough resources to establish good relationships around the world. And sustain fellow Canadians.
Combines personal economic impact disclosure with criticism of US trade policy and advocacy for alternative international partnerships.
@dvk7277 Mar 4, 2025
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Blames PM for minister actions with sarcastic tone and call to remove officials.
riatimmermans5177 Feb 26, 2026
Thank our liberals for all the immigrants from India. Now he's making more deals with them. They are nothing like us.
Thank our liberals for all the immigrants from India. Now he's making more deals with them. They are nothing like us.
Criticizes government immigration policy and political leadership while asserting cultural difference between immigrants and Canadians.
Tarot.of.Cups69 Mar 3, 2026
The Lieberals system is to greet anyone no questions asked as long as you remember who to vote for . Pure corruption, all immigration ministers, the Lieberals have put in that portfolio have failed . …
The Lieberals system is to greet anyone no questions asked as long as you remember who to vote for . Pure corruption, all immigration ministers, the Lieberals have put in that portfolio have failed . Then they fail upwards. You are a racist if you question any immigrant . Pure bullshit.
Criticizes Liberal immigration policy as corrupt and accuses ministers of failure, mixing legitimate critique with unsubstantiated claims.
Wolfman4freedom Feb 26, 2026
This is a travesty. More of the same: incompetence and corruption. How much debt do the Liberals think Canadians can endure? To pay for this crap? Because I’ll tell you right now - while 3 …
This is a travesty. More of the same: incompetence and corruption. How much debt do the Liberals think Canadians can endure? To pay for this crap? Because I’ll tell you right now - while 3 of my grandparents were immigrants to Canada - I really resent today’s immigrants and grifters who claim asylum to avoid leaving. I do not give permission to pay for one more soul. I’m really starting to hate people in general because of all of this.
Combines policy criticism of government spending and immigration with personal family history and emotional distress about current immigration.
prairiegirl1966 Feb 26, 2026
The moment they ignore the terms of their visas,... they become criminals!!!!
The moment they ignore the terms of their visas,... they become criminals!!!!
Critiques visa enforcement policy by asserting that visa violations constitute criminal behavior, framed as a policy issue.
chadw4969 Feb 26, 2026
They opened immigration for highly skilled workers, what they got was low skilled labor force with bad hygiene, morals, ethics, and insufferable culture.
They opened immigration for highly skilled workers, what they got was low skilled labor force with bad hygiene, morals, ethics, and insufferable culture.
Criticizes immigration policy outcomes while making unsubstantiated claims about immigrant workers' skills and cultural characteristics.
shonyun Feb 23, 2026
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. …
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. Canadian people, wake up, Vote Conservatives, Save Canada.
Criticizes left-wing immigration policy as manipulative, compares to other countries, and urges voting for Conservatives.
HXarthur Feb 26, 2026
Trump wanted fair trade. RECIPROCAL and Canada who has had a free ride for decades cried like a spoiled ungrateful baby
Trump wanted fair trade. RECIPROCAL and Canada who has had a free ride for decades cried like a spoiled ungrateful baby
Critiques Canada's trade position and characterizes it negatively, with moral judgment about gratitude embedded.
@carolynfortin9812 Mar 4, 2025
enough with the bullshit myth that we had/have a great immigration system, we haven't for decades, only a complete moron would say so, like Ivison who keeps lying saying there was "CONSENSUS" among who? the …
enough with the bullshit myth that we had/have a great immigration system, we haven't for decades, only a complete moron would say so, like Ivison who keeps lying saying there was "CONSENSUS" among who? the politicians? the greedy businesses that want slave labour, cheap labour, the NDP zealots? cause in almost 60 yrs, I've never once, ever, never heard anyone say that they wanted more immigrants in Canada, ever
Commenter criticizes Canada's immigration system as fundamentally flawed and claims lack of public support, though the empirical claim about consensus is debatable.
rona3393 Feb 17, 2026
She can't get through a single speech ever without misinformation spewing.
She can't get through a single speech ever without misinformation spewing.
Accuses politician of spreading false information in speeches, combining criticism with misinformation allegations.
@nhlpa17 Feb 20, 2026
"We aren't America - everyone gets healthcare!" Everyone but Canadians, he didn't say that part.
"We aren't America - everyone gets healthcare!" Everyone but Canadians, he didn't say that part.
Critiques government healthcare policy as hypocritical, claiming Canadians are excluded despite universal healthcare claims.
EcoHermit-os5in Feb 26, 2026
Liberal voters are really poor at math. One woman said it cost $2 a week for a family of 4 in health care costs for refugees. She was off by $985 million for all refugees.
Liberal voters are really poor at math. One woman said it cost $2 a week for a family of 4 in health care costs for refugees. She was off by $985 million for all refugees.
Criticizes liberal voters' understanding of refugee healthcare costs, citing a specific (unverified) statistic to challenge policy.
RobertTorontoYYZ Feb 19, 2026
System and officials are compromised. All scams and corruptions are fuelling this crimea. Government is doing drama. Nothing will change in Canada.
System and officials are compromised. All scams and corruptions are fuelling this crimea. Government is doing drama. Nothing will change in Canada.
Alleges systemic corruption and government incompetence with vague claims about scams and corruption fueling unspecified crisis.
@Alwaysbrave Feb 19, 2026
CBAM Communists Branding Another Mess Government programs and spending is not a sign of success. It is a sign of failure. Communism doesn't work the way you think.
CBAM Communists Branding Another Mess Government programs and spending is not a sign of success. It is a sign of failure. Communism doesn't work the way you think.
Critiques government programs and spending as signs of failure, with ideological framing against communism and government intervention.
liberumoratio1704 Feb 18, 2026
Nothing absolutely nothing will happen to them,they are protected by the Liberal government .Criminals values are Canadian values
Nothing absolutely nothing will happen to them,they are protected by the Liberal government .Criminals values are Canadian values
Criticizes government protection of criminals and makes a sweeping claim equating criminal values with Canadian values, blending critique with inflammatory rhetoric.
alfredoramos198 Feb 18, 2026
She'll be promoted soon. It's the Liberal way of governing.
She'll be promoted soon. It's the Liberal way of governing.
Critiques Liberal government practices through sarcasm about promotion patterns, with partisan framing.
johnathanbenoit6377 Feb 26, 2026
The immigration system focused on highly educated people with skill set. The English test requirements was setup for much higher score then what they have now. The people they bring from Punjab are not verified …
The immigration system focused on highly educated people with skill set. The English test requirements was setup for much higher score then what they have now. The people they bring from Punjab are not verified and many are just rich and criminals in India. Some are involved in drug traffic also. It is madness
Critiques immigration vetting standards and makes unverified claims about criminal backgrounds of Punjab immigrants.
DharmYogi Feb 18, 2026
Marc Miller said while he was minister of immigration that he lost track of 1 million people and thats all that he's admitting to, how have been found? How many more have been lost in …
Marc Miller said while he was minister of immigration that he lost track of 1 million people and thats all that he's admitting to, how have been found? How many more have been lost in the fold since he lost his position over the last 4 years? What a disgrace.
Criticizes immigration minister's admission of losing track of migrants, questioning accountability and suggesting the problem is larger than admitted.
Fogg-r8v Feb 18, 2026
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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)