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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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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 43 of 299
Liberals are buying future votes with our taxes.
Liberals are buying future votes with our taxes.
Criticizes government spending on immigration as wasteful and politically motivated, with partisan framing.
Andre-fl5wt Feb 27, 2026
At least for 10 years, no more immigrants in Canada. A complete moratorium.
At least for 10 years, no more immigrants in Canada. A complete moratorium.
Advocates for a specific policy change (immigration moratorium) as a critique of current immigration levels.
kaaaah2003 Nov 20, 2025
I Don't see anything wrong here except for the khalistan thing (which is unpopular). You're grasping at straws with this one.
I Don't see anything wrong here except for the khalistan thing (which is unpopular). You're grasping at straws with this one.
Dismisses most concerns in the video while critiquing the Khalistan issue as a policy matter, arguing the video overstates problems.
QQ-jn5jb Jan 27, 2026
Of course, wasting our resources on bringing scammers, and again on forcing them to leave!
Of course, wasting our resources on bringing scammers, and again on forcing them to leave!
Criticizes government policy for wasting resources on immigration enforcement while expressing concern about resource misallocation.
JacobAdam-l9k Jan 15, 2026
People would be fired in any entry-level job. Why not the government? They are incapable of doing their job.
People would be fired in any entry-level job. Why not the government? They are incapable of doing their job.
Criticizes government competence and accountability, comparing it unfavorably to private sector employment standards.
albelland6267 Jan 12, 2026
Immigration needs to be 0%
Immigration needs to be 0%
Expresses a strong policy position against immigration without elaboration, framed as a critique of current policy direction.
danny-fu2zd Jan 5, 2026
What a joke liberal government disaster is
What a joke liberal government disaster is
Dismisses government immigration policy as a failure, using hyperbolic language to express disapproval.
bertgreg007 Jan 5, 2026
Well, if the rcmp would catch these ppl and the feds and woke judges wouldn't give these ppl a hand to make sure they can stay in canada, this wouldn't be happening right now. But …
Well, if the rcmp would catch these ppl and the feds and woke judges wouldn't give these ppl a hand to make sure they can stay in canada, this wouldn't be happening right now. But ya sure, lets blame trump or some silly thing
Criticizes government policy (RCMP enforcement, judicial leniency) while expressing concern about crime outcomes.
jordanadams8752 Feb 18, 2026
Its actually 5 million temporary visa is expiring from january 2024 to december 2025. Gets your facts right.
Its actually 5 million temporary visa is expiring from january 2024 to december 2025. Gets your facts right.
Corrects factual claims about visa numbers and criticizes the accuracy of information presented in the video.
Leceister4231 Jan 16, 2026
The cuts to temporary foreign workers, refugees, and other immigrants do not go near far enough. Maximum number allowed, in total, should be no more than 60,000, laser focused on STEM and medical grads.
The cuts to temporary foreign workers, refugees, and other immigrants do not go near far enough. Maximum number allowed, in total, should be no more than 60,000, laser focused on STEM and medical grads.
Argues that current immigration cuts are insufficient and proposes specific policy changes focused on STEM/medical sectors, combining regulatory critique with economic reasoning.
scribbler60 Jan 6, 2026
Incompetent leaders will costs Canadians.
Incompetent leaders will costs Canadians.
Brief criticism of government leadership competence and its negative consequences for Canadians.
elmerp315 Feb 27, 2026
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal …
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal immigrants and foreign criminals collected and exported out of Canada. Process the people who are here legally and give our systems time to fix issues created by the Failed Liberal Immigration Policy.
Criticizes Liberal immigration policy and calls for suspension of immigration and deportation of undocumented immigrants to fix systemic issues.
duanecole9322 Feb 18, 2026
I do not agree to keep immigrants who are not abiding by the immigration laws. If its expired, you need to go. No excuses. I am ok with enforcing the laws. You know all those …
I do not agree to keep immigrants who are not abiding by the immigration laws. If its expired, you need to go. No excuses. I am ok with enforcing the laws. You know all those immigrants from US are fleeing to Canada now because we don't enforce. Look at our crime rate. Has Canada offered any statistics on Immigrant Crime rates?
Critiques immigration enforcement policy while making unverified claims about US immigrants fleeing to Canada and requesting unreleased crime statistics, with underlying fear about security.
fireawaysweets8114 Jan 16, 2026
Danielle Smith asked Ottawa for more TFWs and also had the Alberta Is Calling campaign, spending millions of tax dollars, what a dope!
Danielle Smith asked Ottawa for more TFWs and also had the Alberta Is Calling campaign, spending millions of tax dollars, what a dope!
Criticizes Danielle Smith's contradictory immigration policies (requesting TFWs while running anti-immigration campaign) with dismissive language.
@mikeklement7223 Feb 20, 2026
“These were far and away the issues most strongly identified by Albertans during last year’s [highly engineered and manipulated] Alberta Next panel town halls and online submissions….[because the UCP knew that stoking these issues would …
“These were far and away the issues most strongly identified by Albertans during last year’s [highly engineered and manipulated] Alberta Next panel town halls and online submissions….[because the UCP knew that stoking these issues would play well with the misinformed far right part of our base and we need them on board if we want to win any more elections and continue our campaign to dismantle all of Alberta’s cherished institutions and impose rule by authoritarian Christian nationalists and oil corporations.]” There, I put in the parts that she is thinking but was too dishonest to say out loud.
Uses satirical bracketed insertions to critique the government's alleged hidden motivations behind the referendum, accusing them of manipulation and authoritarian intent.
@piktormusic2538 Feb 20, 2026
Keep voting for the same party that’s actually destroying the country and this is what you get
Keep voting for the same party that’s actually destroying the country and this is what you get
Criticizes voters for supporting a political party blamed for national decline due to immigration policy.
TaXrCana Feb 28, 2026
When I left Canada in 1995 there was a HUGE Pakistani population. The west is the west and we can't keep accepting more and more immigrants that don't assimilate. It's not hard to assimilate y'all. …
When I left Canada in 1995 there was a HUGE Pakistani population. The west is the west and we can't keep accepting more and more immigrants that don't assimilate. It's not hard to assimilate y'all. The USA does have a culture despite what other cultures say.
Critiques immigration policy by comparing Canada unfavorably to the USA and arguing immigrants fail to assimilate.
Emzzz78 Jan 28, 2026
4.9 million visas expired in Canada over the year. Imagine that? Meanwhile, our healthcare system and infrastructure bares the worst of it. Merit based immigration must be prioritized, not the other.
4.9 million visas expired in Canada over the year. Imagine that? Meanwhile, our healthcare system and infrastructure bares the worst of it. Merit based immigration must be prioritized, not the other.
Criticizes government immigration policy and argues for merit-based prioritization while citing strain on healthcare and infrastructure.
Kingtut10000 Jan 6, 2026
We cannot say "I don't agree with this" without losing our jobs which a lot of our taxes goes to foreign wages and Canada keeps printing money.
We cannot say "I don't agree with this" without losing our jobs which a lot of our taxes goes to foreign wages and Canada keeps printing money.
Criticizes government policy on immigration and spending while raising economic concerns about foreign wages and monetary policy.
melodymetherel5723 Jan 29, 2026
And the Liberals will do nothing about it. Get the F out!
And the Liberals will do nothing about it. Get the F out!
Criticizes government inaction on immigration while calling for departure/action.
1ABNDT Jan 15, 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)