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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
Page 10 of 299
Why do Liberals put the dumbest people on the planet in ministers position
Why do Liberals put the dumbest people on the planet in ministers position
Questions the competence of Liberal appointees to ministerial positions, a direct critique of government personnel decisions.
peterbutz642 Feb 27, 2026
Already know that our gov doesn’t care about the people
Already know that our gov doesn’t care about the people
Direct criticism of government's lack of care for citizens, a critique of governance and policy priorities.
@colleenh.6636 Mar 4, 2025
liberals ruined canada
liberals ruined canada
Brief political criticism blaming a political party for Canada's problems, without specific policy details.
psp785 Sep 21, 2025
Honestly I like Trump because he is anti woke but his economic policies are downright dumb…
Honestly I like Trump because he is anti woke but his economic policies are downright dumb…
Balanced critique acknowledging Trump's appeal on cultural issues while criticizing his economic policies.
@kianricharddasilva9575 Mar 4, 2025
Trudeau isn't for the people of Canada.
Trudeau isn't for the people of Canada.
Criticizes Trudeau's governance and alignment with Canadian interests.
@stephanytollefson9565 Mar 4, 2025
This is insane the level of incompetence is mind boggling.
This is insane the level of incompetence is mind boggling.
Criticizes government competence and policy execution without specific claims or evidence.
TreeSharks Nov 22, 2025
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Detailed analysis of immigration policy failures and systemic issues including housing, wages, and recruitment practices.
RAGEINGChiken Jan 28, 2026
Creating conflict with your closest neighbor and ally is the dumbest thing to do seriously ??‍♀️ ???
Creating conflict with your closest neighbor and ally is the dumbest thing to do seriously ??‍♀️ ???
Criticism of Trump's diplomatic strategy toward Canada as strategically foolish.
@samanthaloraine632 Mar 4, 2025
Remember everybody this is the governments fault
Remember everybody this is the governments fault
Direct attribution of immigration problems to government policy and decision-making.
@bonesvali7836 Feb 18, 2026
TFW are a scam by both the government and the companies who use them.
TFW are a scam by both the government and the companies who use them.
Directly critiques Temporary Foreign Worker program as a scam involving government and corporate actors.
brendastebeleski6168 Feb 18, 2026
There is nothing he says or does that makes him look competent
There is nothing he says or does that makes him look competent
Expresses criticism of a political leader's competence without providing specific policy details.
@MarkKolich-y4w Mar 4, 2025
The entire Carney lead Liberal party is absent and clueless!
The entire Carney lead Liberal party is absent and clueless!
Direct criticism of the Liberal party leadership's competence and responsiveness on policy matters.
Heisenberg-src Feb 26, 2026
This is exactly what the liberals wanted.
This is exactly what the liberals wanted.
Blames liberal government policy for immigration outcomes without elaboration.
BD-zn2jd Aug 25, 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.
G.Alli1212 Jan 28, 2026
This is what lazy European far right parties always do : blame a national problem on undocumented migrants. This is just cruelty for the sake of it. If you want them out of here, you …
This is what lazy European far right parties always do : blame a national problem on undocumented migrants. This is just cruelty for the sake of it. If you want them out of here, you do that. What's the point of preventing them from getting health care. Like a virus will know not to go from an undocumented immigrant to a regular Canadian citizen. It is a dumb policy and it tells me the Conservatives are uncapable of generating original ideas. Definitely not ready for government.
Directly criticizes Conservative policy on undocumented migrants' healthcare access as illogical and cruel, with moral condemnation of the approach.
Al-dj3wp Feb 25, 2026
there is not one competent Liberal no matter what position they hold and it starts with PM Carnage
there is not one competent Liberal no matter what position they hold and it starts with PM Carnage
Blanket criticism of Liberal party competence across all positions, with personal attack on the Prime Minister's leadership.
BrianLupichuk-tv5mb Feb 26, 2026
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
It’s not Canada’s immigration minster that’s broken, it’s the party she belongs to that is broken! Very simple really.
It’s not Canada’s immigration minster that’s broken, it’s the party she belongs to that is broken! Very simple really.
Directly critiques the political party and government structure responsible for immigration policy failures.
dserrao7188 Feb 26, 2026
Canada needs to Stop all Illegal into our Country
Canada needs to Stop all Illegal into our Country
Calls for stricter immigration enforcement, critiquing current policy on illegal immigration.
@lenafires3195 Feb 22, 2026
I THOUGHT TRUMP WAS SUPPOSED TO MAKE AMERICA GREAT AGAIN!!!\nANOTHER LIE!!!
I THOUGHT TRUMP WAS SUPPOSED TO MAKE AMERICA GREAT AGAIN!!!\nANOTHER LIE!!!
Criticizes Trump's policies and campaign promises as unfulfilled, framed as a broken commitment.
@Warren-o3y Mar 4, 2025
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Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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)