Research Tools
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
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be …
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be blamed...
Critiques government policy for attracting migrants with false promises and then blaming them for integration issues.
quantum-entanglement-string
Jan 27, 2026
It’s simply too many people from one single area in one single country. Make immigration have its limits
It’s simply too many people from one single area in one single country. Make immigration have its limits
Argues for stricter immigration limits based on concentration concerns, framed as policy recommendation.
NoobNum1
Jan 27, 2026
The number has increased because Trudeau and the Liberals let millions of unvented people into Canada. It takes years to remove them. This is a drop in the bucket.
The number has increased because Trudeau and the Liberals let millions of unvented people into Canada. It takes years to remove them. This is a drop in the bucket.
Criticizes government policy for allowing unvetted immigration and argues deportation numbers are insufficient relative to intake.
2007Lynx2007
Dec 25, 2025
Trudeau and the Liberals ruined Canada with so much immigration from India.....One Country!!!!! And yet, they still voted Liberal 4 times. You have to wonder what is wrong with a population that voted themselves out …
Trudeau and the Liberals ruined Canada with so much immigration from India.....One Country!!!!! And yet, they still voted Liberal 4 times. You have to wonder what is wrong with a population that voted themselves out of their own country.
Blames government immigration policy for national decline and criticizes voters for supporting it, combining policy critique with identity-based framing of national loss.
Itisnotluckitisskill
Oct 4, 2025
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to …
As Canadian citizens we want our money back , this was the liberal government’s irresponsibility that caused this , we should not have to pay for their irresponsibility. The Biden administration opened their borders to spite trumps wall and the Canadian liberal party followed the same policy.
Criticizes government policy decisions and fiscal responsibility, blaming liberal administration for immigration costs.
levigne25
Dec 25, 2025
to little to late tanks to Trudeau Miller and COmpany
to little to late tanks to Trudeau Miller and COmpany
Criticizes government leadership for delayed immigration action, blaming specific politicians for policy failures.
yveslorange2689
Dec 31, 2025
F Trudeau, he's ruined this country for the last 9yrs. He's the reason we can't survive the tariffs because he taxes the canadian citizens far more than any other country.
F Trudeau, he's ruined this country for the last 9yrs. He's the reason we can't survive the tariffs because he taxes the canadian citizens far more than any other country.
Criticizes Trudeau's tax policies as damaging Canada's economic resilience compared to other nations.
@38brandon38
Mar 5, 2025
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers …
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers license and somehow he was driver a very expensive car. someone explain how that works? either be canadian or even alittle canadian just as long as ur not someone who simply lives here and has no intention of ever even understanding what it means to be canadian.
Criticizes licensing/immigration policy for allowing non-English speakers while asserting what it means to be Canadian.
dantehill525
Sep 11, 2025
All you had to do was step up your border security.\n That was it.\n We already produce everything you export to us.
All you had to do was step up your border security.\n That was it.\n We already produce everything you export to us.
Argues Canada should have focused on border security rather than trade disputes, framed as economic self-sufficiency.
@sepp55774
Mar 4, 2025
Till Trump came in to picture Trdue was sleeping on drug/ illegal immigrant problems. Now with Trump in action mode trdue is forced to take some measurs and those actions he is discribing as proof …
Till Trump came in to picture Trdue was sleeping on drug/ illegal immigrant problems. Now with Trump in action mode trdue is forced to take some measurs and those actions he is discribing as proof of his intentions. In reality , if Trump was not there he would have continued to follow his old policies.
The comment critiques Trudeau's immigration and drug policies as reactive rather than proactive, attributing policy changes to external pressure from Trump rather than genuine intent.
@alluallu7248
Mar 4, 2025
The first woman speaking . Everything she said is caused by the liberals who want Canada crushed . Sorry but went you vote for this crap you get to eat it also. Vote conservative, wake …
The first woman speaking . Everything she said is caused by the liberals who want Canada crushed . Sorry but went you vote for this crap you get to eat it also. Vote conservative, wake up Canada if it’s not too late already
Criticizes liberal government policies and calls for voting conservative as a solution.
kirkharrington2755
Aug 25, 2025
Canada is having the exact same immigration crisis as the U.S. in which its immigration policies only benefit greedy corporations seeking cheap immigrant labor. It’s why I support Trump’s tough deportation and immigration policies. Europe …
Canada is having the exact same immigration crisis as the U.S. in which its immigration policies only benefit greedy corporations seeking cheap immigrant labor. It’s why I support Trump’s tough deportation and immigration policies. Europe is having the same problem with immigration.
Critiques immigration policy as serving corporate interests over workers, comparing Canada's situation to U.S. and Europe.
andrebeauchamp6897
Aug 30, 2025
As a Canadian, I believe that we should reduce immigration while not completely removing it like America has. Especially because crime rate has increased a little since canada became so international
As a Canadian, I believe that we should reduce immigration while not completely removing it like America has. Especially because crime rate has increased a little since canada became so international
Advocates for reduced immigration while citing crime rate increases as justification, combining policy position with security concerns.
MRProbablyCapybara
Feb 18, 2026
$420 per person? Is that a joke? Let me know when you lower it $10,000 per person.
$420 per person? Is that a joke? Let me know when you lower it $10,000 per person.
Expresses skepticism about the adequacy of a $420 fee reduction, implicitly criticizing the policy as insufficient.
jjd-lx5vr
Jan 21, 2026
We asked for Canada to control the border, they did not. The tariff came after this request was denied. Canadians should be concerned about dangerous people coming through their country to get to the US. …
We asked for Canada to control the border, they did not. The tariff came after this request was denied. Canadians should be concerned about dangerous people coming through their country to get to the US. I hope your government shows more concern for your welfare as our president does for ours!???
Criticizes Canadian border policy as inadequate and justifies US tariffs as response, while expressing security concerns about border control.
@valerieroberts8241
Mar 4, 2025
Canadian here. Wake up Canadians. Many people are praising Trudeau for this speech. Don't. He is out as Liberal leader within the week. He doesn't have to follow through on anything he said. Plus, he …
Canadian here. Wake up Canadians. Many people are praising Trudeau for this speech. Don't. He is out as Liberal leader within the week. He doesn't have to follow through on anything he said. Plus, he just stated that he's smart enough to suggest that Trump just put a 25% tax on Canadian goods for Americans but he also thinks that you are dumb enough not to realize that he just put a 25% tax on Canadians for American goods. Trudeau basically created the situation for these tariffs (open border to let anyone come here). He loves this as he gets to take the apparent moral high ground for the first time in his life and wants this speech to be the way he is remembered rather than years of failing Canada. Forget about the last 9 years and vote Liberal if you are a fool.
Canadian commenter provides detailed critique of Trudeau's policies and political motives, with personal identity assertion ('Canadian here').
@alexlongfield2113
Mar 4, 2025
Every time Trudeau says “your government” he should be saying “Trump”. Trump does not deserve the respect to be called President.
Every time Trudeau says “your government” he should be saying “Trump”. Trump does not deserve the respect to be called President.
Critiques Trudeau's language choices and respect shown to Trump, framed as a policy/diplomatic stance issue.
@thomasdecarlo8543
Mar 4, 2025
I can’t believe all the brainwashed people in the comments that believe anything this guy says. He is a complete fraud & should not be in office.
I can’t believe all the brainwashed people in the comments that believe anything this guy says. He is a complete fraud & should not be in office.
Criticism of Trump's legitimacy and fitness for office, attacking his credibility as a leader.
Policy Critique
0.82
@_liam98
Mar 4, 2025
I'm not a fan of trudeau at all but ill give him credit for actually speaking properly. For some reason that's how low the bar is these days.
I'm not a fan of trudeau at all but ill give him credit for actually speaking properly. For some reason that's how low the bar is these days.
Offers qualified criticism of political leadership while acknowledging a minor positive attribute, reflecting nuanced policy evaluation.
Policy Critique
0.82
@RJRJ-wz9hf
Mar 4, 2025
Wow obviously censored comments. Emperor trudeau is universally hated in Canada for destroying our once great nation
Wow obviously censored comments. Emperor trudeau is universally hated in Canada for destroying our once great nation
Criticizes Trudeau's governance and impact on Canada, framed through national identity concerns about the nation's decline.
@toolaholicsanonymous
Mar 4, 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
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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