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 14 of 299
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
Expresses strong criticism of the Liberal government's handling of Canada and urges voting for conservatives.
greggieboy393 Apr 15, 2025
3 years... for someone to get citizenship is such a joke...
3 years... for someone to get citizenship is such a joke...
Criticizes the citizenship timeline as unreasonable bureaucratic policy.
KrisMTL Feb 4, 2026
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
This guy brags about having permanent residence, which is essentially Canadian citizenship, but can't speak English lmao. Brutal policy from the Canadian government.
This guy brags about having permanent residence, which is essentially Canadian citizenship, but can't speak English lmao. Brutal policy from the Canadian government.
Criticizes Canadian government policy for granting permanent residence/citizenship to individuals without English proficiency.
user-gn9ip5zu5k Jan 27, 2026
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in …
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in to suppress the wage growth.
Critiques government immigration policy and student visa programs, arguing they serve corporate wage suppression rather than immigrant benefit.
arunsubramanian7949 Feb 4, 2026
Nobody has damaged the Canadian economy and the Canadian people as much as Trudeau himself has done
Nobody has damaged the Canadian economy and the Canadian people as much as Trudeau himself has done
Direct criticism of Trudeau's governance and economic impact on Canada.
@wmarczyk1 Mar 4, 2025
The orange clown still does not understand how Tariffs work. It is evident he thinks it's a tax and when he sees the numbers in terms of government revenue accredited to tariffs, he ignorantly believes …
The orange clown still does not understand how Tariffs work. It is evident he thinks it's a tax and when he sees the numbers in terms of government revenue accredited to tariffs, he ignorantly believes the country is making money. His understanding so simple he thinks he has raised GDP and is making America great again when in fact he is single handedly and in the face of universal opposition destroying the economy and causing grievous hardship to millions of Americans. Apparent friend to our worst enemies and himself the biggest enemy of the people.
Detailed critique of US tariff policy and economic understanding, framing it as harmful and ignorant governance.
@dominicdoyle6553 Mar 4, 2025
Should be zero immigration until Canadians first problems are corrected
Should be zero immigration until Canadians first problems are corrected
Advocates for zero immigration policy until domestic issues are resolved, framing it as a policy position.
johndeparare3028 Apr 14, 2025
This the product of Tirdos polices. Him and his cronies be held accountable .
This the product of Tirdos polices. Him and his cronies be held accountable .
Blames government leadership for policies and calls for accountability.
dukelawrence5830 Sep 28, 2025
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
As much as I disagree with most of Trudeau’s domestic politics I must say that this was a good address and seems to be where he is strongest. With that said though I still would …
As much as I disagree with most of Trudeau’s domestic politics I must say that this was a good address and seems to be where he is strongest. With that said though I still would not vote liberal in the next election.
Nuanced critique acknowledging some strengths while expressing disagreement with domestic policy and voting intentions.
@rancorslayer5228 Mar 4, 2025
Trudeau can kick rocks
Trudeau can kick rocks
Brief dismissive statement directed at Trudeau, expressing disapproval of his leadership.
@shaneprice6084 Mar 4, 2025
Un worthy Trudeau capable for nothing......
Un worthy Trudeau capable for nothing......
Direct criticism of Trudeau's competence and capability in governance.
@Ha-Ha-Ha-a Mar 4, 2025
As a Canadian, Trudeau is an unserious loser who has no problem preventing key infrastructure projects like pipelines and refineries that would have made us more independent, and taxing us to live through carbon tax. …
As a Canadian, Trudeau is an unserious loser who has no problem preventing key infrastructure projects like pipelines and refineries that would have made us more independent, and taxing us to live through carbon tax. All this is silly performative nonsense geared towards cementing a legacy and will cause more pain to Canadians. If his intellect is so chanllenged it can't go two steps ahead and realize our economy will be crushed and we'll have to capitulate before the US, well I guess that explains the last ten years. He should be tried for treason.
Self-identified Canadian offering sustained critique of Trudeau's policies on infrastructure, taxation, and economic management, with personal perspective framing.
@johnbertram1537 Mar 4, 2025
Canada's response to America's tariffs under Trudeau is a masterclass in balancing diplomacy with pragmatism. While the U.S. pursues a protectionist agenda, Canada stands resilient, leveraging strategic countermeasures and asserting its sovereignty. Trudeau's approach is …
Canada's response to America's tariffs under Trudeau is a masterclass in balancing diplomacy with pragmatism. While the U.S. pursues a protectionist agenda, Canada stands resilient, leveraging strategic countermeasures and asserting its sovereignty. Trudeau's approach is not just about retaliating in kind; it’s a nuanced display of commitment to fair trade and a reminder that economic interdependence cannot be taken for granted. In a world where global relations are increasingly volatile, Canada’s measured response signals both defiance and cooperation, leaving the door open for a future where both nations can find common ground amidst the tension.
Detailed analysis praising Canada's diplomatic and economic response to U.S. tariffs as balanced and strategic.
@Visionaryvibes444 Mar 4, 2025
Canadians. Take my silly advice! \nJUSTIN TRUDEAU AND THE LIBERAL PARTY IS YOUR PROBLEM !!!
Canadians. Take my silly advice! \nJUSTIN TRUDEAU AND THE LIBERAL PARTY IS YOUR PROBLEM !!!
Directly blames Trudeau and the Liberal Party as the problem, framed as critical advice to Canadians.
@Prezzyknowz Mar 4, 2025
Imposing tariffs on Allies and lifting sanction for ruSSia.\nAt least now it's clear on what side of History USA is on today...
Imposing tariffs on Allies and lifting sanction for ruSSia.\nAt least now it's clear on what side of History USA is on today...
Criticizes U.S. policy decisions (tariffs and sanctions) and frames them as morally wrong by invoking historical judgment.
@francescoguzzetta Mar 4, 2025
Professor Jeffrey Sachs put it well regarding Trumps deficits with countries and so charging them tariffs…. “it’s like you maxed out your credit card all over town and then blamed the businesses who sold you …
Professor Jeffrey Sachs put it well regarding Trumps deficits with countries and so charging them tariffs…. “it’s like you maxed out your credit card all over town and then blamed the businesses who sold you those goods and services for selling them to you”!!
Uses an analogy to critique Trump's tariff and deficit policies, analyzing government economic decisions.
@maxmartin7080 Mar 4, 2025
There is no logic, reason or precedent for these tariffs. It’s just on a whim, on a crackpot idea from a man who knows nothing about international economics. It’s folly.
There is no logic, reason or precedent for these tariffs. It’s just on a whim, on a crackpot idea from a man who knows nothing about international economics. It’s folly.
Direct criticism of tariff policy as illogical and based on poor economic reasoning.
@DD-sr9xm Mar 4, 2025
Trump-Administration ist a Gouvernement of destruction.
Trump-Administration ist a Gouvernement of destruction.
Criticizes the Trump Administration as destructive, a direct critique of government policy and leadership.
@ClaudiaS193 Mar 4, 2025
« Prev 14 / 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)