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 257 of 299
We need Canada president
We need Canada president
Advocates for systemic change (presidential system) as implicit criticism of current governance structure.
@DavidJohnson-xs7og Mar 4, 2025
Funny. Before tariff , drugs were 97% more in dec last month according to his saying..\nDumb guy, Trudeau does not know what he was saying implied that canada was careless last year till Tariff introduced …
Funny. Before tariff , drugs were 97% more in dec last month according to his saying..\nDumb guy, Trudeau does not know what he was saying implied that canada was careless last year till Tariff introduced by trump. ya Dumb guy I would say
Criticizes Trudeau's policy statements on tariffs and drug prices with sarcastic tone, mixing policy analysis with mocking language.
@SWTAN-JEFFREY Mar 4, 2025
Trudeau. On CNN giving a speech because no one in Canada cares to listen to him anymore. \nTrudeau, giving a masterclass in pompous posing and self importance in front of the cameras. \nTrudeau, a Zero's …
Trudeau. On CNN giving a speech because no one in Canada cares to listen to him anymore. \nTrudeau, giving a masterclass in pompous posing and self importance in front of the cameras. \nTrudeau, a Zero's Hero! \nTrudeau, the 3 time blackface wearing semi-whiteboy champion of Multiculturism. \nTrudeau- Defender of Woman's rights!!- until you disagree and he throws you under the bus. Trudeau, a man's man! A ham's ham!! He is Justin Trudeau! \nTrudeau is the kind of guy that wakes up the entire family to let them know he's going to bed...
Extended satirical attack on Trudeau's character, policies, and public image using exaggerated mockery and sarcasm.
@travishatfeeld6513 Mar 4, 2025
Increase military spending problem solved
Increase military spending problem solved
Suggests increased military spending as a solution to the issue at hand, offering a policy-based response to the problem.
@jakgats1411 Mar 4, 2025
the international.students coming to .universities have paid a hige price compared to native people. these students would be attending college and 2orkong tonget q decent job. however those who just want to work and dont …
the international.students coming to .universities have paid a hige price compared to native people. these students would be attending college and 2orkong tonget q decent job. however those who just want to work and dont want to study are the ones to be blames for. because if such students everyother student gets affected.
Discusses differential treatment of international students versus domestic students, distinguishing between legitimate and problematic immigration pathways.
bhavanap6637 Nov 4, 2025
Simple straight forward questions. Nothing but the usual dumb non answers from the liberals.
Simple straight forward questions. Nothing but the usual dumb non answers from the liberals.
Criticizes government responses to immigration questions as evasive and inadequate, with partisan framing.
CogenMan3 Nov 3, 2025
Canada has been robbing us for years now you wanna cry
Canada has been robbing us for years now you wanna cry
Expresses grievance against Canadian government/institutions with an accusatory tone, framed as systemic wrongdoing.
@Elizabeth38thregiment Mar 4, 2025
Surely Canadians are polite but not Trudeau . Trudeau is another Zelensky who is most suspicious, egoistic, double standard moron who will ultimately take Canada to Ukraine path. The west have been most cunning who …
Surely Canadians are polite but not Trudeau . Trudeau is another Zelensky who is most suspicious, egoistic, double standard moron who will ultimately take Canada to Ukraine path. The west have been most cunning who befooled USSR &after its disintegration expanded NATO to Russia's boundaries. The world understand & now USA realizes that it was a mistake which started Cold War & paved way for Nuclear race. Russia has a better history than USA or Europe & specially Europe has a history of colonization. Be ware of Truedeau!?
Criticizes Trudeau and compares geopolitical histories; includes unsubstantiated characterizations of leaders and Western intentions.
@VivekShri95 Mar 4, 2025
Trudeau is an extension of Biden and his mindless leadership. Why were you not taking stronger measures on the border before you were threatened tariffs? It’s bc you were part of the root problem. Now …
Trudeau is an extension of Biden and his mindless leadership. Why were you not taking stronger measures on the border before you were threatened tariffs? It’s bc you were part of the root problem. Now you’re pretending like you wanna play along but you should have chosen this a long time ago.
Critiques Trudeau's border policy as inadequate and frames him as complicit in problems, using comparative blame.
@rogerchambers6533 Mar 4, 2025
Canada didn't do this; Turdeau and his lieberals did. On purpose.
Canada didn't do this; Turdeau and his lieberals did. On purpose.
Critiques government policy and leadership while making an unverified claim about intentional action ('on purpose') without evidence.
JohnDretired Oct 15, 2025
I still believe that Trudeau would be the best person to expose the trump north canadian running for pm. He said that he is not Maga but that is what he would say. Why would …
I still believe that Trudeau would be the best person to expose the trump north canadian running for pm. He said that he is not Maga but that is what he would say. Why would he admit that. He wants your vote. But we should take our example from the US. Beware beware. Thanks Justin.
Critiques a political figure's credibility and policy positions while urging voters to be cautious about another candidate's true intentions.
@jimgibbons5603 Mar 4, 2025
Canada may need this enhanced border security to defend against Trump
Canada may need this enhanced border security to defend against Trump
Argues for enhanced border security policy as a defensive measure against a perceived external threat.
@keelermalmsten3395 Mar 4, 2025
Trump not fitted to be president!
Trump not fitted to be president!
Critiques Trump's fitness for presidency, comparing leadership quality across nations in the context of Canadian political discussion.
@TotoGuerrero-jv1tl Mar 4, 2025
To that Portuguese guy, Indians do need visa ,they still have to provide proof that they can support their family, they still need to provide proof that they meet minimum language equirement and also proof …
To that Portuguese guy, Indians do need visa ,they still have to provide proof that they can support their family, they still need to provide proof that they meet minimum language equirement and also proof of tax paid so shut up.
Corrects misinformation about Indian visa requirements by citing actual policy requirements (language, financial proof, taxes), functioning as both factual correction and implicit policy defense.
udaysutariya Oct 30, 2025
Most Canadians don’t care what this A-Hole has to say….He deservesJAIL
Most Canadians don’t care what this A-Hole has to say….He deservesJAIL
Dismisses a political figure's credibility and calls for legal accountability, framing it as representing Canadian public opinion.
@ultimaalpha3547 Mar 4, 2025
Governor Trudeau spoke well. But tariff can be easily avoided across the state line.
Governor Trudeau spoke well. But tariff can be easily avoided across the state line.
Acknowledges Trudeau's speech positively but critiques the practical effectiveness of tariffs given cross-border commerce dynamics.
@yuema2078 Mar 4, 2025
Your a mutt trudeau, you had time to stand up for Canadians by strengthening boarder and closing your ties with Chinese drug cartels. You're only gaslighting which too many Simps believe
Your a mutt trudeau, you had time to stand up for Canadians by strengthening boarder and closing your ties with Chinese drug cartels. You're only gaslighting which too many Simps believe
Criticizes Trudeau's border policy and makes unsubstantiated claims about ties to Chinese drug cartels while accusing gaslighting.
@jamesbrown6473 Mar 4, 2025
??? Trudeau is a little limp wristed coward
??? Trudeau is a little limp wristed coward
Attacks the Prime Minister's leadership and competence through insulting language, framed as criticism of his handling of governance.
@OCWord Mar 4, 2025
And the" She Devil" rises! Your mismanagement of Provincial funds have been an issue for a long time...why don't you tell the truth....how much is the Oil Cartel Paying you 😉
And the" She Devil" rises! Your mismanagement of Provincial funds have been an issue for a long time...why don't you tell the truth....how much is the Oil Cartel Paying you 😉
Criticizes government mismanagement and financial decisions while making conspiratorial insinuations about corruption.
@mercedessiebert8585 Feb 21, 2026
Spends your own Money \nFight your own wars...\nAMERICA is the not your RESPONSIBLE....\nSO Canada stop crying,and wheeping...?
Spends your own Money \nFight your own wars...\nAMERICA is the not your RESPONSIBLE....\nSO Canada stop crying,and wheeping...?
Criticizes Canadian government policy regarding military spending and international responsibility, comparing Canada unfavorably to the US.
@Asfan-w8x Mar 4, 2025
« Prev 257 / 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)