Skip to content
Canadian Immigration Dashboard [ CID ]
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

Search comment text, filter by category or video
Clear all

Policy Critique

5,980 comments
Page 51 of 299
Finished the war during first 24 hours ❌\nLowered down grocery prices ❌
Finished the war during first 24 hours ❌\nLowered down grocery prices ❌
Criticizes government performance on war resolution and grocery price control using checkmark/X notation to evaluate policy outcomes.
@UnderTheSummerSun Mar 5, 2025
I believe Canada and Mexico will fold and play chicken. Trudeau's appeals to US voters showed Canada lacks courage. On TV, Trump saw many Canadian leaders squirming and making threats. Look at China - Xi …
I believe Canada and Mexico will fold and play chicken. Trudeau's appeals to US voters showed Canada lacks courage. On TV, Trump saw many Canadian leaders squirming and making threats. Look at China - Xi stayed silent and implement counter measures.
Commenter criticizes Canadian leadership's negotiating strategy and courage compared to China's approach, analyzing political/diplomatic performance.
@blose4793 Mar 5, 2025
What a nauseating twit. Hey Justin...tariffs on American goods are a tax on Canadians! I forgot-- you love taxes, because you're a socialist. You were right when you told Trump Canada can't survive this--because Canada …
What a nauseating twit. Hey Justin...tariffs on American goods are a tax on Canadians! I forgot-- you love taxes, because you're a socialist. You were right when you told Trump Canada can't survive this--because Canada isn't a real country.
Criticizes government tariff policy as a tax on Canadians while making a dismissive identity claim about Canada not being a 'real country.'
@gordonborchert5294 Mar 4, 2025
JT is usually the one screwing over Canada. Must be weird for him to talk about someone else doing it.
JT is usually the one screwing over Canada. Must be weird for him to talk about someone else doing it.
Criticizes the Prime Minister's track record while commenting on current policy situation.
@mmmaaasss Mar 4, 2025
Trump destroyed the entire economy and our global standing in five weeks. That was fast.
Trump destroyed the entire economy and our global standing in five weeks. That was fast.
Criticizes Trump's policies and their economic/diplomatic consequences, framed as a critique of government action rather than a personal narrative or fear-based claim.
@wine-living Mar 4, 2025
Justin sounds so pathetic. THe level of communiction between leaders keeps goin low
Justin sounds so pathetic. THe level of communiction between leaders keeps goin low
Criticizes Canadian leadership and the quality of diplomatic communication.
@mikethebig9216 Mar 5, 2025
I'm embarrassed you think trudope is professional in any way.
I'm embarrassed you think trudope is professional in any way.
Commenter expresses disagreement with Trudeau's professionalism, offering a critical assessment of leadership.
@youngmunnsr Mar 4, 2025
Sorry can't listen anymore more talk an talk and talk lol but nothing is happening time for Alberta to get out of this circus
Sorry can't listen anymore more talk an talk and talk lol but nothing is happening time for Alberta to get out of this circus
Criticizes government inaction and ineffectiveness while implicitly calling for Alberta's separation from federal governance.
ParryEvans-us1bs Feb 27, 2026
Canadian here. \n\nFact, I'm certainly not a Trump supporter. \n\nFact, Trudeau has almost destroyed Canada. \n\nTake from my comments what you will.
Canadian here. \n\nFact, I'm certainly not a Trump supporter. \n\nFact, Trudeau has almost destroyed Canada. \n\nTake from my comments what you will.
User asserts Canadian identity and critiques Trudeau's governance while distancing from Trump support, balancing multiple political positions.
@deepee1544 Mar 4, 2025
Trudeau is a TERRIBLE leader, BUT, he acted properly here.\n\nFinally!\n\nI stand beside my terrible leader. Will you?
Trudeau is a TERRIBLE leader, BUT, he acted properly here.\n\nFinally!\n\nI stand beside my terrible leader. Will you?
Criticism of Trudeau's leadership overall, but acknowledgment of approval for a specific action, with call for national unity.
@gronmaster Mar 4, 2025
Canada needs to deport permanent residents for 10years or more. They have their time to apply for citizenship but chose not to.
Canada needs to deport permanent residents for 10years or more. They have their time to apply for citizenship but chose not to.
Proposes specific policy change regarding permanent residents and citizenship requirements.
John-lr5mn Feb 14, 2026
You think inflation has been bad since Day 1 of the COVID Pandemic? You think grocery & other costs are unbelievably high now! Trump is going to make it worse. \n\nHe's going to ruin our …
You think inflation has been bad since Day 1 of the COVID Pandemic? You think grocery & other costs are unbelievably high now! Trump is going to make it worse. \n\nHe's going to ruin our economy just like his response with COVID.
Critiques Trump's policies and predicts negative economic consequences, comparing current inflation to anticipated future harm.
@arthurwellsjr.4082 Mar 5, 2025
All the politicians and bureaucrats don't know what is happening or they just don't care and just cashing money.
All the politicians and bureaucrats don't know what is happening or they just don't care and just cashing money.
Criticizes government officials and bureaucrats for incompetence or corruption in managing the system.
Hazara26 Feb 27, 2026
Trudeau has bailed. He is a narcissist and a failure and does not represent Canada.
Trudeau has bailed. He is a narcissist and a failure and does not represent Canada.
Criticism of Trudeau's leadership and representation of Canada, questioning his fitness for office.
@philgellner7766 Mar 4, 2025
S T F U trudeau, your dumb policies and immigration practices is what's led to this. we've accepted your resignation, now please leave.
S T F U trudeau, your dumb policies and immigration practices is what's led to this. we've accepted your resignation, now please leave.
Criticizes Trudeau's immigration and policy decisions as the root cause of current problems, demanding his resignation.
@Ray907 Mar 4, 2025
If you are serious about working with Canadians to ease the impact of the tariffs then you will rescind the ridiculous Canadian carbon tax immediately
If you are serious about working with Canadians to ease the impact of the tariffs then you will rescind the ridiculous Canadian carbon tax immediately
Criticizes Canadian carbon tax policy and calls for its removal as a condition for cooperation on tariff relief.
@larrygates3737 Mar 4, 2025
This man ruined Canada. Pierre Poilievre can't come in soon enough!
This man ruined Canada. Pierre Poilievre can't come in soon enough!
Criticizes current leadership and expresses preference for alternative political figure, combining policy dissatisfaction with implicit call for political change.
@generalhotdog33 Mar 5, 2025
All this stupid idjit had to do was stop the flow of illegals and stop the drugs in BC but instead he chooses to play Mr. tough guy
All this stupid idjit had to do was stop the flow of illegals and stop the drugs in BC but instead he chooses to play Mr. tough guy
Direct criticism of government failure to address illegal immigration and drug trafficking in BC.
@torozzgrl Mar 4, 2025
He ruined, borders, immigration, housing, and the national budget. Put on your black makeup and look at yourself in the mirror. You suck, you're not a leader.
He ruined, borders, immigration, housing, and the national budget. Put on your black makeup and look at yourself in the mirror. You suck, you're not a leader.
Commenter criticizes Trump's handling of multiple policy areas (borders, immigration, housing, budget) and questions his leadership legitimacy.
@eskay231 Mar 5, 2025
Focusing too much on being anti-Trump is a strategic mistake for the Democrats. In order to win, you have to convince the average non-partisan person that you are seeking their best interest. Moral high grounding …
Focusing too much on being anti-Trump is a strategic mistake for the Democrats. In order to win, you have to convince the average non-partisan person that you are seeking their best interest. Moral high grounding does not work. The current majority sentiment of the US population is that they want the government to prioritize the interest of the US first and foremost. Whether or not Trump is a bully to other countries when he tries to prioritize that interest is irrelevant to them.
Critiques Democratic strategy and argues that prioritizing national interest over moral positioning is more effective politically.
@namuen Mar 5, 2025
« Prev 51 / 299 Next »

Compare Videos

Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).

Discourse Taxonomy

Click a category to filter comments

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

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)