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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
It's incredibly sad to see what has happened to Canada.... the legacy of the Trudeau government.
It's incredibly sad to see what has happened to Canada.... the legacy of the Trudeau government.
Criticizes government policy and its perceived negative impact on Canadian culture and society.
ayoubinnis8313
Sep 19, 2025
We have failed to give orientation to the new comers Simply few manners , holding door for the person behind No pee n poop in the public spaces Please we want Canada 🇨🇦 of 1995
We have failed to give orientation to the new comers
Simply few manners , holding door for the person behind
No pee n poop in the public spaces
Please we want Canada 🇨🇦 of 1995
Critiques government failure to provide orientation and cultural integration support to newcomers, framed as a policy and social responsibility issue.
goforit194
Sep 14, 2025
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have …
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have quietly opened up immigration without providing infrastructure to support them. Taxpayers dollars have been dolled out for new immigrant's housing and living.
This is akin to welfare in that there is no incentive to begin to work and make your own life when the federal government is supporting them with our tax dollars...and first generation Canadians are afraid to speak up for fear of sounding racist.
Ridiculous. This has to stop and change. I'm planning on leaving. It's headed for disaster. I see the light.
Critiques government immigration policy for lack of infrastructure planning and welfare-like support, framed as political mismanagement rather than racism.
janebond8342
Sep 14, 2025
The problem with Canada is the shit type people they have running it. Not one of them are fit for the job. And they have been bringing in immigrants in larger numbers to reassure there …
The problem with Canada is the shit type people they have running it. Not one of them are fit for the job. And they have been bringing in immigrants in larger numbers to reassure there votes. Why wouldn't they vote the party in, that brought them in. Over half my pay is tax. How the fuck is that right?
Criticizes government competence and immigration policy while framing immigration as electoral manipulation, combined with economic grievance about taxation.
jayebarnes801
Sep 10, 2025
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as …
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as far as jobs go, you can think mark Carney, the successor of the supremely, crooked Liberal Party from Justin Trudeau. To another idiot bleeding the blind leading the blind of Liberal Party. They're the ones that allowed all these illegal immigrants in here to stay. We need mass deportations, maybe it's time to become part of the fifty first state.Let trump do his mass deportations and waive these illegal pieces of garbage foreign workers bye.Bye
Extensive criticism of specific politicians and government policies on housing, immigration, and employment, with calls for mass deportations and extreme political action.
naui1980
Sep 9, 2025
Only in Canada, Thanks to the liberal government.
Only in Canada, Thanks to the liberal government.
Blames the Liberal government for Canada's problems, critiquing government policy without specific details.
Policy Critique
0.85
davidrambajue9236
Sep 9, 2025
This degradation is going on 15 years. Go back 20 and all the immigrants we had were professionals with capital or they were not getting in. Now we let in riff Raff and they are …
This degradation is going on 15 years. Go back 20 and all the immigrants we had were professionals with capital or they were not getting in. Now we let in riff Raff and they are spying on if there Chinese and corrupting our values if they are Muslim....and I have Muslim friends they are great and hate all these new radical arrivals
Criticizes immigration policy standards over 20 years while making unverified claims about immigrant quality and religious/ethnic stereotyping.
frogger2011ify
Sep 10, 2025
Weak leadership and corruption is how this happened. Its time to fight back.
Weak leadership and corruption is how this happened. Its time to fight back.
Criticizes government leadership and corruption, with an implicit call to action ('fight back') but primarily focused on policy/governance critique.
brendamckim7143
Sep 7, 2025
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada. They were rewarded by being called r-ists and xenophobes. Turns out that, actually, they were right. Canada …
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada.
They were rewarded by being called r-ists and xenophobes.
Turns out that, actually, they were right.
Canada needs, right now, a 100% moratorium on all immigration for at least three years to allow infrastructure and health care to catch up. After that, a very slow and gradual increase to maximim 1% current population levels, with a strict focus on STEM and health care grads. Not their parents and grandparents and great aunts.
And if any of them breaks the Canadian criminal code, they are deported within 24 hours.
Primarily critiques immigration policy and proposes specific regulatory changes (moratorium, caps, deportation rules), with secondary identity framing about being vindicated against accusations of xenophobia.
scribbler60
Aug 28, 2025
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture.
* Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more labor should be less taxed. BYE CANADIAN Only. HI TAX for imported goods.
* Build thousands condominiums by government and rent them to low income people. Decentralized from major cities.
* Lower the TAX like USA
* Implement Health insurance like USA. Easy Medical loan who needed.
* Women should be encouraged to take babies and raise kids for population growth. Increase child benefits and handsome pregnancy award to give birth. Maternity benefits for 3 years.
* Culture is freedom of choice on one hand and it should be practiced in private places or in closed boundaries. There should not be any national culture or majority culture. All should respect each other and don't try to impose anything to others. So no public display or disturbances by culture issues.
* Omitting bilingual system of English French. It's very stupidity. In office or workplaces ONLY English Please. Quebec only French. Not both. Government language only English. In private places you speak anything but outside only English. It could be broken English but English. It's important.
The solutions are in front of us, government don't want to act
Comprehensive critique of government immigration and economic policy with detailed alternative proposals across multiple domains.
aldeensadar773
Sep 15, 2025
We were never asked, this was imposed and we were attacked when doing anything about it. Tick tock
We were never asked, this was imposed and we were attacked when doing anything about it. Tick tock
Expresses grievance about immigration policy being imposed without consent and criticism of responses to opposition.
jackolanttern01
Sep 10, 2025
Canadians are reaching the tipping point, finally. Thank a LIBERAL for all of this.
Canadians are reaching the tipping point, finally. Thank a LIBERAL for all of this.
Blames Liberal government for immigration policy failures while asserting Canadians have reached a breaking point, combining policy criticism with collective identity framing.
SlurpEee25
Sep 4, 2025
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that …
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that rewards hard work, not political optics. Im an immigrant and this place sucks now. Everyone needs to get together, immigrants and citizens need to step up and toss this government out.
And when it comes to the garbage and pathetic justice system, No more revolving doors. Every judge who releases repeat offenders must be held publicly and legally accountable for the crimes committed under their rulings. If you enable violence, you share responsibility for its consequences.
I am an immigrant of 22 years and I will not put up with this disgusting mistreatment of MY COUNTRY. MY PEOPLE. OUR CULTURE.
I will never stay silent. I will always back Canada.
Primarily critiques government policy and the justice system while incorporating personal immigrant identity and calling for political action and accountability.
Tko.koa0398
Sep 9, 2025
❤ they shld be deported
❤ they shld be deported
Brief statement advocating for deportation as a policy position.
Policy Critique
0.85
deedeeseyer3263
Sep 9, 2025
Who make public nuisance must be deported.
Who make public nuisance must be deported.
Advocates for deportation as a policy response to public nuisance behavior, framing it as a regulatory measure.
Balaruban9
Sep 5, 2025
Canada government is so sicking we hate the government
Canada government is so sicking we hate the government
Expresses dissatisfaction with government performance, a direct critique of policy/governance.
Policy Critique
0.85
madmann4399
Sep 8, 2025
At the very least, closed the dammed floodgates! NO MORE IMMIGRANTS, NO VACANCY
At the very least, closed the dammed floodgates! NO MORE IMMIGRANTS, NO VACANCY
Demands closure of immigration policy ('close the floodgates') with underlying anxiety about capacity ('NO VACANCY'), combining policy opposition with demographic concern.
BunBunAndFlops
Aug 28, 2025
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Blames Trudeau and his government for immigration-related problems, expressing approval of his departure.
Policy Critique
0.85
rickytrooper
Aug 29, 2025
Blame Trudeau.. After 2012 … The Society is going Downhill… Crime, Drugs, Car theft , Everything Went Up .. Why Blame Immigrants? Blame the Government for Bringing the Quality of Immigrants… 😅😅😅😅😅
Blame Trudeau..
After 2012 … The Society is going Downhill…
Crime, Drugs, Car theft ,
Everything Went Up ..
Why Blame Immigrants?
Blame the Government for Bringing the Quality of Immigrants… 😅😅😅😅😅
Blames government policy for immigration quality and links immigration to crime/social decline, combining policy criticism with threat-based framing.
blueberries2910
Aug 29, 2025
I'm absolutely disappointed in this country and decisions made by the government.
I'm absolutely disappointed in this country and decisions made by the government.
Expresses disappointment in government decisions regarding immigration without elaborating specific claims.
Policy Critique
0.85
melvaspence17862
Aug 29, 2025
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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
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1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
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4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
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Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
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2,078
Tyler Oliveira
1,667
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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
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1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
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1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
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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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