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
Search & Filter
Policy Critique
5,980 comments
So we got rid of 18000 and added 50000. This government is such a joke.
So we got rid of 18000 and added 50000. This government is such a joke.
Criticizes government policy by comparing deportation numbers to new admissions, expressing disapproval.
Policy Critique
0.90
beanz23232
Dec 29, 2025
Don't immigrate anyone.
Don't immigrate anyone.
A direct, blunt statement opposing immigration policy without elaboration or emotional framing.
Policy Critique
0.90
@aleksanderkuncwicz7277
Feb 20, 2026
No more immigration for next 20 years. Bring it to the complete halt.
No more immigration for next 20 years. Bring it to the complete halt.
Calls for a complete halt to immigration policy for 20 years.
Policy Critique
0.90
LightOfRyuk
Oct 1, 2025
Too much empty talk, no substance. Majority of Albertans don’t agree with your point of view. Why is she wasting time and money on unnecessary referendum??? Senate is a part and parcel of Parliamentary democracy, …
Too much empty talk, no substance. Majority of Albertans don’t agree with your point of view.
Why is she wasting time and money on unnecessary referendum???
Senate is a part and parcel of Parliamentary democracy, madam.
You are steering around and avoiding to fix the problems in Education, Healthcare, and green energy infrastructure.
You are not sending extra money to Ottawa as you are referring to the transfer payments among provinces. The last formula was signed up by the ex Rt Hon PM Stephen Harper, who won his seat in Calgary AB.
Comprehensive critique of government policy priorities, referendum decisions, and fiscal management, with factual references to parliamentary procedures and transfer payment history.
Policy Critique
0.90
@balboora8092
Feb 20, 2026
Trudeau is a joke, all of canada hates him. lets get a real leader in office.
Trudeau is a joke, all of canada hates him. lets get a real leader in office.
Criticizes Trudeau and current leadership, implicitly calling for electoral change through 'get a real leader' framing.
@TheseNutz1000
Mar 5, 2025
Because the Canadian government is incompetent af 🤦🏼♂️
Because the Canadian government is incompetent af 🤦🏼♂️
Direct criticism of Canadian government competence regarding immigration policy implementation.
Policy Critique
0.90
G.Alli1212
Jan 28, 2026
As a Canadian I'm embarrassed to see anyone supporting this PM now after all the bullshit he's put us through in the last 8 years. It's sad to see you've all been vaccinated into idiocracy!
As a Canadian I'm embarrassed to see anyone supporting this PM now after all the bullshit he's put us through in the last 8 years. It's sad to see you've all been vaccinated into idiocracy!
Personal statement of embarrassment as a Canadian combined with criticism of PM's 8-year record.
@cloudseedingcalifornia6760
Mar 4, 2025
You are absolutely Correct. Our government is a disgrace and disaster
You are absolutely Correct. Our government is a disgrace and disaster
Blanket criticism of Canadian government performance and competence.
Policy Critique
0.90
@Stephaniee11
Mar 4, 2025
Thought Trump was going to do good for the us/ the western world. But he has literally lost it now.
Thought Trump was going to do good for the us/ the western world. But he has literally lost it now.
Expresses disappointment with Trump's performance and policies, suggesting he has 'lost it,' representing critical analysis of political leadership.
Policy Critique
0.90
@Spector06111
Mar 5, 2025
The Canadian Immigration System is broken....
The Canadian Immigration System is broken....
Direct criticism of the immigration system's functionality and effectiveness.
Policy Critique
0.90
zakiahmed376
Jan 15, 2026
Canada has substantially reduced immigration from 2025 onwards.
Canada has substantially reduced immigration from 2025 onwards.
Factual statement about Canadian immigration policy changes, presenting policy information without explicit judgment.
Policy Critique
0.90
Ram_Kishan2308
Jan 27, 2026
liberals ruined canada
liberals ruined canada
Brief political criticism blaming a political party for Canada's problems, without specific policy details.
Policy Critique
0.90
psp785
Sep 21, 2025
Trump’s tariffs are hurting everyone!! Utterly ridiculous! We need our allies and friends just like they need us. These tariffs are jeopardizing our freedom or economy and our security!!!
Trump’s tariffs are hurting everyone!! Utterly ridiculous! We need our allies and friends just like they need us. These tariffs are jeopardizing our freedom or economy and our security!!!
Direct criticism of tariff policy with claims about economic and security impacts, framed as government decision critique.
@kylerobinson7572
Mar 4, 2025
The Liberal Party sold out Canada for votes.
The Liberal Party sold out Canada for votes.
Direct criticism of Liberal Party immigration policy as motivated by electoral self-interest rather than national interest.
Policy Critique
0.90
RebuttalRecords
Aug 26, 2025
This is just common sense…Liberals…no thanks!
This is just common sense…Liberals…no thanks!
Brief dismissal of Liberal policy as lacking common sense, without substantive policy analysis.
Policy Critique
0.90
Jay-nq2jl
Feb 24, 2026
Planned stupidity. From Miller to Fraser to Diab - planned stupidity.
Planned stupidity. From Miller to Fraser to Diab - planned stupidity.
Direct criticism of successive immigration ministers' competence, labeling their approach as deliberate mismanagement.
Policy Critique
0.90
jeremysametz1699
Feb 27, 2026
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration …
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading.
A reduction in immigration has broad support across Canada. I wouldn't say that notion is dividing the country in any significant way.
You do have certain industry groups that disagree, but among the population these reductions have broad support.
This is a historic change in public opinion in Canada, but it has been driven by the unprecedented increase in immigration under the last term of the Trudeau government. To put this in context, non-permanent residents in Canada numbered around 1.5 million on Q3 2023, but by Q3 2025, that number sat a just over 3 million. The previous government increased immigration targets by 3 or 4 times over what they had been for years, which caused a number of economic issues. Essentially, the volume was simply too high for the economy and society to support. This was unfair to both Canadians and new comers, many of which could not find employment or afford a decent place to live.
The changes being suggested are largely bringing Canada back to what the targets were for over a decade before, though a bit lower to account for the sudden surge. Canada remains one of the most pro-immigration countries in the world.
However, and this is where I think DW's reporting is misleading, there is a distinction to be made between policies at the federal level and policies at the provincial level.
Immigration, per our constitution, is a federal matter, however, Quebec in particular is distinct from other provinces. I don't mean only culturally and linguistically, but also in the powers that have been devolved to it by the federal government.
On the question of immigration, Quebec has more powers and more ability to set its immigration targets and programs than any of the other 9 provinces.
The particular program discussed here, the Quebec Experience Program (PEQ), is a particular immigration stream that only existed in Quebec. So what is happening with that program cannot be labeled as a whole-of-Canada thing.
Where the changes to the PEQ are controversial, unlike the general changes at the federal level, is that people who immigrated under that specific program were promised certain things. There was a multi-year time line to Permanent Residency and then Citizenship. Many of those people have been in Quebec for 5-8 years already. However, the changes made to the program were done in such a way where people who many years into the program, had gotten an education, started a career, had children, ect. are now being told they can't continue and must leave Canada.
There are even stories of people who married Canadians, now have children, and the one parent who was under this program now faces the possibility of having to leave Canada and be separated from their family. All through no fault of their own.
That is what many people see as unfair, and I agree, however limiting future applications under the program, to bring in less people, that is not controversial.
Canada has no responsibility to bring in people who are not already in Canada, but Canada does have some responsibility towards people who uprooted their lives to move to Canada and built new lives here based on promises and representations made to them by the Canadian and Quebecois governments. We should no simply kick those people out of the country.
Self-identified Canadian providing detailed policy analysis and critique of immigration levels, with personal credibility assertion and substantive economic arguments.
colinbelliveau1905
Feb 11, 2026
People who do not answer the question or give a round around should be fired on the spot and arrested . Government is so dam good at this crap .
People who do not answer the question or give a round around should be fired on the spot and arrested .
Government is so dam good at this crap .
The commenter criticizes government officials and bureaucratic processes for evasiveness and poor accountability.
Policy Critique
0.90
Andrew-g8c9p
Oct 9, 2025
We need 0 asylum seekers and need to be deporting every single one
We need 0 asylum seekers and need to be deporting every single one
Directly criticizes asylum seeker policy and calls for deportations as a policy position.
Tinyweiner2.0
Feb 24, 2026
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you …
Reduce pressure on housing”? Please.
Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground.
You can cut immigration all you want, and it still won’t fix the housing crisis. And let’s be precise: immigrants are not the same as migrants. Canada has high levels of legal, permanent immigration, but very little irregular or transient migration compared to other Western countries.
The problem isn’t people needing homes.
It’s homes being treated like safety-deposit boxes for the global rich.
Empty houses, speculative ownership, and capital parked in real estate do far more damage than newcomers ever could. Blaming immigration is just a convenient distraction from the real issue: housing has been turned into an investment vehicle instead of a place to live.
Challenges the housing crisis narrative by critiquing real estate speculation and investment practices rather than blaming immigration policy.
Jeffrey_DRIPSTEIN
Feb 11, 2026
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)