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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
There is NO divide. Canadians overwhelmingly want less immigration. Only the business elite wants massive levels of immigration because they want cheap foreign labour.
There is NO divide. Canadians overwhelmingly want less immigration. Only the business elite wants massive levels of immigration because they want cheap foreign labour.
Claims public opinion opposes high immigration while attributing the policy to elite business interests seeking cheap labor.
johnfox901
Feb 12, 2026
Lets hope the grandfather clause goes through. I'm all for restricting immigration, but lets not kick everyone out and ruin their lives.
Lets hope the grandfather clause goes through. I'm all for restricting immigration, but lets not kick everyone out and ruin their lives.
Supports immigration restriction while advocating for humane treatment of existing immigrants, balancing policy and ethical concerns.
ceridangauv3955
Feb 11, 2026
People want reduced numbers but dealing with existing temporary workers needs a just solution . Canada lacks the space. Two thirds of the population live within 62 miles of the US border! You go little …
People want reduced numbers but dealing with existing temporary workers needs a just solution . Canada lacks the space. Two thirds of the population live within 62 miles of the US border! You go little north and life will be miserable and unbearable. —- PM Carney is a rational man. The numbers need to be managed. New entrants specially reduced, but I don’t know about those in the country already. It’s like they got hoodwinked.
Analyzes immigration policy implementation, geographic constraints, and the need for managed solutions while acknowledging the plight of existing temporary workers.
hus390
Feb 11, 2026
Immigration is great when it's done the right way...We we have now is the BAD WAY.
Immigration is great when it's done the right way...We we have now is the BAD WAY.
Argues that while immigration itself is acceptable, the current implementation method is problematic, critiquing how policy is being executed.
Policy Critique
0.85
SylvainGibson
Feb 11, 2026
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased the number of permanent residency spots to convert temporary residents, but the increase is not proportionate. 2) The reason why we had an increase in temporary residents was because corporations (like Tim Horton's) lobbied the government to let in more temporary workers whom they can underpay and exploit, as the employees don't have as many rights. So now it is not surprising that they are lobbying against the changes.
Provides nuanced critique of government policy implementation, corporate lobbying, and the disproportionate conversion of temporary to permanent residents, with economic analysis of labor exploitation.
VLadAStar
Feb 11, 2026
JustinTrudeau has ruined our country and he couldn’t care less. An absolute narcissist to the max.
JustinTrudeau has ruined our country and he couldn’t care less. An absolute narcissist to the max.
Criticizes Prime Minister's governance and immigration policy impact on the country, with personal character attack.
garthvadr
Feb 6, 2026
IMO France 24's reporting is a little confused on this issue. You're getting the perspective of 1) immigrants that have been denied a path to citizenship and 2) corporations that can't offer attractive wages to …
IMO France 24's reporting is a little confused on this issue. You're getting the perspective of 1) immigrants that have been denied a path to citizenship and 2) corporations that can't offer attractive wages to Canadians. We have far too many companies whose business model is that Canada should be a low-cost labour source, i.e. they've invested in a future supporting immigrants and not Canadians.
Analyzes immigration policy through lens of corporate labor practices and wage suppression, critiquing both media framing and business models.
ryanbudney3356
Feb 11, 2026
Canada should be the last country to be experiencing a migrant crisis considering its next to impossible to illegally immigrate there and most people are aiming to get to the USA instead. They were very …
Canada should be the last country to be experiencing a migrant crisis considering its next to impossible to illegally immigrate there and most people are aiming to get to the USA instead. They were very selective in taking in Syrian refugees in 2015 and they were the only country in the Americas to not be impacted by The Venezuelan crisis. The govt brought this on themselves lol
Critiques Canadian government immigration policy as self-inflicted while comparing Canada's selectivity to other nations' experiences with migration crises.
Entername-md1ev
Feb 5, 2026
Canadian here... the country is not divided, it's pretty clear that the immigration levels are not sustainable and need to be lowered
Canadian here... the country is not divided, it's pretty clear that the immigration levels are not sustainable and need to be lowered
Self-identified Canadian asserting that immigration levels are unsustainable and need reduction, a direct policy critique.
GM-ix4fv
Feb 11, 2026
Canadians are not divided over that if anything they think the Government is not reducing immigration enough
Canadians are not divided over that if anything they think the Government is not reducing immigration enough
Asserts that Canadians broadly support further immigration reductions, directly critiquing current policy levels.
Policy Critique
0.85
Karola-p7f
Feb 11, 2026
Canada is a collapsing country. I really hope that more would-be foreign workers consider that Canada operates more like a scam with their TFW program than anything else. It is not a guaranteed gateway into …
Canada is a collapsing country. I really hope that more would-be foreign workers consider that Canada operates more like a scam with their TFW program than anything else. It is not a guaranteed gateway into citizenship at all. Homes are too expensive, prices of everything in Canada keeps rising & rising, not enough jobs, declining birth rates, the usual issues facing most countries that do not produce any substantial products.
Comprehensive critique of Canadian immigration policy and TFW program, combining economic concerns with warnings about systemic problems.
Vernon-x4d
Feb 11, 2026
Canada is slow but finally on the right track...... Immigration have to be regulated/controlled to reap its benefits and keep the risk manageable.......... It should not behave like a "flood gate"
Canada is slow but finally on the right track...... Immigration have to be regulated/controlled to reap its benefits and keep the risk manageable.......... It should not behave like a "flood gate"
Advocating for regulated immigration with balanced risk management, critiquing current policy as uncontrolled while supporting controlled immigration.
ivantan5690
Feb 11, 2026
Justin Trudeau has destroyed Canada.
Justin Trudeau has destroyed Canada.
Broad condemnation of the Prime Minister's governance record, framed as policy failure.
Policy Critique
0.85
samin1653
Feb 11, 2026
So sick of this. If we moved to another country and refused to integrate it would never be tolerated and rightfully so.
So sick of this. If we moved to another country and refused to integrate it would never be tolerated and rightfully so.
Critiques perceived double standards in integration expectations, framing it as unfair policy application.
JimMacintosh
Feb 9, 2026
It is an immigration policy to blame you id*ot you tuber
It is an immigration policy to blame you id*ot you tuber
Directly blames immigration policy rather than individuals, critiquing government regulations as the root cause.
Policy Critique
0.85
StarpointTruth
Feb 7, 2026
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining …
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining the country and pointing that out is 'racist'.
Critiques government policy as ineffective and harmful, while expressing pessimism about negative impacts and claiming legitimate criticism is silenced as racism.
winstonnn9863
Jan 27, 2026
I hate my Liberal Government who did this to us. They have destroyed our country. There is no coming back from this. You think this is bad, look to the rural towns and who owns …
I hate my Liberal Government who did this to us. They have destroyed our country. There is no coming back from this. You think this is bad, look to the rural towns and who owns all the businesses.......
Criticizes government immigration policy as destructive while expressing demographic anxiety about business ownership patterns.
BNezzy
Feb 3, 2026
Politicians have destroyed your country just for power.
Politicians have destroyed your country just for power.
Blames politicians for national decline through policy decisions, critiquing government leadership.
Policy Critique
0.85
what9621
Feb 1, 2026
this is NEWS to them? should have realized this at least 10 years ago!
this is NEWS to them? should have realized this at least 10 years ago!
Commenter criticizes government/institutions for delayed recognition of an immigration issue, implying policy failure over a decade.
Policy Critique
0.85
chion918
Feb 3, 2026
How about letting immigrants coming into the country that if they commit a crime they will be deported and be banned for 10 years. That would be a great deterrent to those that don't want …
How about letting immigrants coming into the country that if they commit a crime they will be deported and be banned for 10 years. That would be a great deterrent to those that don't want to properly integrate into our society.
Proposes a specific policy solution (deportation for crimes) as a critique of current immigration enforcement.
madjackpatciderhouserules8436
Jan 30, 2026
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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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