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
It would be nice to get 500,000 every six months
It would be nice to get 500,000 every six months
Expresses preference for higher immigration intake targets as a policy position.
Policy Critique
0.80
Becxx88
Dec 24, 2025
About time 👍🏽👍🏽👍🏽👍🏽
About time 👍🏽👍🏽👍🏽👍🏽
Brief approval of government action on immigration, expressing support for stricter policy direction.
Policy Critique
0.80
leschnoothegreat
Dec 24, 2025
The waters of Canada's Arctic archipelago, including the various channels comprising the Northwest Passage, are internal waters of Canada by virtue of historic title and in accordance with international law. Canada's Arctic sovereignty encompasses land, …
The waters of Canada's Arctic archipelago, including the various channels comprising the Northwest Passage, are internal waters of Canada by virtue of historic title and in accordance with international law. Canada's Arctic sovereignty encompasses land, sea and ice.
Asserts Canada's Arctic sovereignty claims and legal position regarding the Northwest Passage.
@markw3370
Mar 4, 2025
Those numbers need to be higher. There's a lot of bogus claims.
Those numbers need to be higher. There's a lot of bogus claims.
Argues deportation numbers should be higher and makes an unsubstantiated claim about 'bogus claims' without evidence.
DenisDeLong
Dec 24, 2025
No "Canada" didn't "open the doors, the government did and DID NOT HAVE THE PEOPLES PERMISSION!!!!!!!!!!¡
No "Canada" didn't "open the doors, the government did and DID NOT HAVE THE PEOPLES PERMISSION!!!!!!!!!!¡
Criticizes government immigration policy as undemocratic and lacking public consent, framing it as a betrayal of 'Canada' and 'the people.'
stephanielynnbeneficary-w9z
Dec 17, 2025
Ask them hard working Canadians how their government treating them.
Ask them hard working Canadians how their government treating them.
Implicitly critiques government treatment of Canadian citizens while framing it as a question to immigrants.
@heyjoe9228
Mar 4, 2025
“Just shut up and comply” is basically what this guy said. Thanks for the info pal. I’ll be traveling elsewhere
“Just shut up and comply” is basically what this guy said. Thanks for the info pal.
I’ll be traveling elsewhere
Criticizes the government's approach as authoritarian and announces intention to travel elsewhere as a form of protest.
AC-zt2ky
Dec 11, 2025
The spineless coward speaks. This guy is hilarious. He chooses to hurt his own Canadian people all the time but all of a sudden he turns over a new leaf wow
The spineless coward speaks. This guy is hilarious. He chooses to hurt his own Canadian people all the time but all of a sudden he turns over a new leaf wow
Criticizes Trudeau's policies as harmful to Canadians while using derisive language ('spineless coward'), focusing on policy impact.
@04tsxpower
Mar 4, 2025
That was a crock of evil, vile crap. Millions more spending on a referendum and more government programs. And nothing for Alberta but more spending and 2050 will be great. How stupid does she think …
That was a crock of evil, vile crap. Millions more spending on a referendum and more government programs. And nothing for Alberta but more spending and 2050 will be great. How stupid does she think Albertans are.
Criticizes government spending and policy decisions while using moral language ('evil, vile') to express disapproval of the approach.
@Factsmtr
Feb 20, 2026
This President and this administration know exactly where fentanyl ingredients originate from, but they're not going to do anything to China
This President and this administration know exactly where fentanyl ingredients originate from, but they're not going to do anything to China
Critiques government inaction on fentanyl while making an unsubstantiated claim about government knowledge.
@JasparBustos
Mar 4, 2025
*This is what happens when your politicians sell you out to the highest bidder*
*This is what happens when your politicians sell you out to the highest bidder*
Criticizes politicians for prioritizing corporate interests over citizens, framing immigration policy as corruption-driven.
klutch...
Nov 25, 2025
To be fair Its the govt and universities that let this run rampant. The ppl coming here SHOULD assimilate but its not all on them as they are promosied bif dreams oversees. Also "indian" is …
To be fair
Its the govt and universities that let this run rampant.
The ppl coming here SHOULD assimilate but its not all on them as they are promosied bif dreams oversees. Also "indian" is like saying European. India has various cultures and languages and relgiions. Not everyone is the same
Critiques government and university policies while acknowledging complexity and cultural diversity, with some moral reasoning about fairness.
123Spiceguy
Dec 1, 2025
Pay no taxes? That guys is probably the one not paying taxes. Everything you purchase is taxed. If you have a business, it is taxed.
Pay no taxes? That guys is probably the one not paying taxes. Everything you purchase is taxed. If you have a business, it is taxed.
Disputes a specific claim about tax avoidance by immigrants, critiquing the assertion as factually incorrect.
Policy Critique
0.80
majesticpictures5715
Dec 1, 2025
This is like a visa without a visa. And why would i want to give them access to my personal information such as tax account or bank account?? whatever!!!
This is like a visa without a visa. And why would i want to give them access to my personal information such as tax account or bank account?? whatever!!!
Criticizes the policy as invasive data collection and questions its legitimacy, with skepticism about privacy protections.
User9865-b8u
Dec 8, 2025
Ah yes, the trade war that Canada will surely lose. I love Canada. Wouldn't trade it for the world, but this is a losing battle by which citizens on both sides will feel the full …
Ah yes, the trade war that Canada will surely lose. I love Canada. Wouldn't trade it for the world, but this is a losing battle by which citizens on both sides will feel the full effect. Trump appeasing Putin is a chess move, that the PM seems to be overlooking. The US can't afford to go to war with Russia, but at the same time, it needs resources within Russia's neighboring region. So the US will do what they always do, and had people listened to what Kissinger had to say, they'd be better prepared for this. Nonetheless, let's stand proud and strong, and come together as Canadians in order to get through this.
Analyzes trade war policy outcomes while expressing national pride and calling for Canadian unity, with geopolitical comparison to US-Russia dynamics.
@Quest1luv
Mar 4, 2025
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
Critiques government priorities, arguing resources should address domestic issues before immigration, framed with moral language about charity.
VeroBelaunde
Nov 25, 2025
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so …
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so being proactive on safety in the so called “new world” now….is positive…
Criticizes Canadian government responsibility for crime and drug issues while defending border security measures as necessary and proactive.
TeresaSmyth-z9m
Dec 9, 2025
Richmond Hill and Scarborough in Ontario and Richmond in BC are largely Asian Woodstock ON is largely Italian So, when the Canadian government (particularly a drama teacher turned prime minister) allowed and gave LEGAL VISA's …
Richmond Hill and Scarborough in Ontario and Richmond in BC are largely Asian
Woodstock ON is largely Italian
So, when the Canadian government (particularly a drama teacher turned prime minister) allowed and gave LEGAL VISA's to thousands of economic migrants from India with no questions asked, what responsibility and accountability do Canadian voters demand from their own governments - both federal and provincial?
While it's easy to videotape borderline racism and bigotry directed at immigrants from any one background or national origin (which is understandable btw), why not go interview videotape Sean Fraser and others like him who allowed (and signed off) this to occur in the first place? See what nuggets of wisdom you get from your own government perhaps.
Critiques government immigration policy and accountability, with identity assertions about ethnic concentration in cities and a call to interview government officials.
_netscapenavigator
Dec 2, 2025
So they implemented a plan to immigrate to Quebec for citizen ship, now they’ve taken it away? Bad form Quebec
So they implemented a plan to immigrate to Quebec for citizen ship, now they’ve taken it away? Bad form Quebec
Criticizes Quebec's immigration policy reversal as unfair and inconsistent, questioning the ethics of changing rules after attracting immigrants.
yournanna866
Nov 21, 2025
No more refugees. They are fraud. Get them out.
No more refugees. They are fraud. Get them out.
Calls for ending refugee programs and makes unsubstantiated claim that refugees are fraudulent.
tedr1657
Nov 24, 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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