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 60 of 299
I love Trudeau’s dad but Justin is short a few brain cells. You have run Canada into the ground. Time to trade with China and get us cheaper Chinese EVs, solar cells, drones, electronics, clothing…make …
I love Trudeau’s dad but Justin is short a few brain cells. You have run Canada into the ground. Time to trade with China and get us cheaper Chinese EVs, solar cells, drones, electronics, clothing…make our cost of living more affordable and sell our agri and resources to China. Win win but u chose to apply 100% tariffs on China EV and be americas lapdog. U deserve to be slapped.
Criticizes Trudeau's government policies (tariffs, trade decisions) while arguing for economic benefits of Chinese trade to reduce cost of living.
@TD-yj8ch Mar 4, 2025
You need to leave. You took away our freedom of speech and expression. CNN is a big lie. People in Canada didn’t forget what and how bad you treated us. Now you are playing trump …
You need to leave. You took away our freedom of speech and expression. CNN is a big lie. People in Canada didn’t forget what and how bad you treated us. Now you are playing trump card . You made Canadians poor . All you do is lie. Trump is working hard for his citizens and what about you.? Just get out and let’s have a better leader. I can’t believe I voted for you.
Criticizes Trudeau's policies on freedom of speech and economic management while comparing unfavorably to Trump and calling for his removal.
@Balance-h Mar 4, 2025
There is no stand exception on the Fentanyl/Border Crisis. \nGet that STRAIGHT
There is no stand exception on the Fentanyl/Border Crisis. \nGet that STRAIGHT
Criticism of government policy stance on fentanyl and border issues, with emphatic demand for clarity.
@TheJanice52 Mar 4, 2025
Trudeau is not reasonable, nor polite. We have our own issues up here. Hope he gets voted out sooner the better. We need your help up here.
Trudeau is not reasonable, nor polite. We have our own issues up here. Hope he gets voted out sooner the better. We need your help up here.
Criticizes Trudeau's leadership and policies while calling for his removal from office and requesting external support.
@daxter7913 Mar 4, 2025
You are no more Prime Minister, no need to worry, you are friend of non. Canada will have huge problems due to your corrupt leadership.\n\nCanadian are good people .
You are no more Prime Minister, no need to worry, you are friend of non. Canada will have huge problems due to your corrupt leadership.\n\nCanadian are good people .
Criticism of former PM's leadership and governance, claiming corruption and predicting negative consequences.
@ambaasia8200 Mar 4, 2025
While its a good speech, this is literally the least popular PM of all time. Dudes hated.
While its a good speech, this is literally the least popular PM of all time. Dudes hated.
Acknowledges the speech's quality but critiques Trudeau's unpopularity and public approval, focusing on his political standing.
@chrismcconnell1069 Mar 4, 2025
Serves you right for creating a bad relationship with China, accusing them pointlessly over and over again. \nNow that US has also abandon you, just has to suck it up to the Europeans
Serves you right for creating a bad relationship with China, accusing them pointlessly over and over again. \nNow that US has also abandon you, just has to suck it up to the Europeans
Criticizes Canadian government's foreign policy decisions toward China and the US, with comparative framing about international relationships.
@dkj6946 Mar 4, 2025
Trudeau is the epitome of what a failed leader looks like for a country. He is a joke and Canadians don’t want him.
Trudeau is the epitome of what a failed leader looks like for a country. He is a joke and Canadians don’t want him.
Criticizes Trudeau's leadership as failed and claims Canadians reject him, combining policy critique with assertion of national sentiment.
@OrpheussZ06 Mar 4, 2025
Donald has no clue what he’s doing.
Donald has no clue what he’s doing.
Critical assessment of Trump's competence and decision-making abilities.
@louislaboy7836 Mar 4, 2025
The States can reject the tariffs if they wish and send it to the Supreme Court.
The States can reject the tariffs if they wish and send it to the Supreme Court.
Analyzes US legal options regarding tariffs, discussing policy mechanisms and institutional recourse.
@KevinAlvarado-n2u Mar 4, 2025
Yes TARIFFS YES. WE HAVE BEEN GETTING FKKKD FOR DECADES. F YOU TRUDEAU.
Yes TARIFFS YES. WE HAVE BEEN GETTING FKKKD FOR DECADES. F YOU TRUDEAU.
Criticizes government policy (tariffs) and expresses frustration with leadership, with nationalist undertones about Canada being disadvantaged.
@levinolan636 Mar 4, 2025
Finally, our dear Prime Minister, you stopped being nice and polite. Being firm and direct in this matter is exactly what Canadians need
Finally, our dear Prime Minister, you stopped being nice and polite. Being firm and direct in this matter is exactly what Canadians need
Commends the Prime Minister for taking a firm stance on immigration policy, framing it as necessary action that Canadians support.
@nigyarmamedova5892 Mar 4, 2025
Makes sense what the US is doing when you understand that the current administration is trying to destroy the middle class... Continuing Reagan's fight against the middle class.
Makes sense what the US is doing when you understand that the current administration is trying to destroy the middle class... Continuing Reagan's fight against the middle class.
Critiques US administration policy as deliberately targeting the middle class, with historical comparison to Reagan-era policies.
@kevkeisha Mar 4, 2025
He’s my Prime Minister!!! ??. Canada has done everything trump wanted but trump (true to form) has moved the goal posts. He never intended to honour his agreement with my country. ??. He’s a dishonourable …
He’s my Prime Minister!!! ??. Canada has done everything trump wanted but trump (true to form) has moved the goal posts. He never intended to honour his agreement with my country. ??. He’s a dishonourable man and he violated his own free trade agreement with Mexico the US and Canada. We are moving on from trusting the US. I’ve cancelled plans to vacation in the US. I will only buy Canadian or from our trusted allies (EU China Japan etc). I love the US but there are some very bizarre and stupid people in your country. Your greatest weakness. God help us all.
Criticizes Trump's trade policy violations and advocates for consumer action (buying Canadian), with comparative framing of US versus trusted allies.
@paulpotter7188 Mar 4, 2025
Sorry that our government here in Murica is being led by a moron. Such an idiotic & unnecessary 'trade war'
Sorry that our government here in Murica is being led by a moron. Such an idiotic & unnecessary 'trade war'
Apologetic criticism of US government leadership and trade war policy, with implicit solidarity toward Canada.
@Bekka_Noyb Mar 4, 2025
It's not the US it's dumb ass Trump!!! What American president does stupid stuff like this with Allies? Oh yeah Trump!
It's not the US it's dumb ass Trump!!! What American president does stupid stuff like this with Allies? Oh yeah Trump!
Criticizes a specific political leader's actions while comparing to typical presidential behavior, blaming individual rather than nation.
@ianrice1778 Mar 4, 2025
Trudeau is a loser, someone give him a tissue.
Trudeau is a loser, someone give him a tissue.
Expresses dismissive criticism of a political leader's competence and performance.
@ButterflyFly2009 Mar 4, 2025
didnt canadians want to get rid of justin now hes using trump as a scape goat to stay in power longer get him out
didnt canadians want to get rid of justin now hes using trump as a scape goat to stay in power longer get him out
Criticizes PM Trudeau's handling of policy and suggests removing him from power, combining political critique with an implicit call for action.
@trhoades2063 Mar 4, 2025
You dont understand justin the problem is already here. You opened the boarders and screwed us ,now you talk tough , too little too late.
You dont understand justin the problem is already here. You opened the boarders and screwed us ,now you talk tough , too little too late.
Criticizes government policy on border control and immigration as harmful, with underlying anxiety about consequences.
@stevepearson-g2r Mar 4, 2025
As much as I dislike Trudeau, and I'm glad he's saying this. Ukraine and tariffs are probably the only thing I agree with him on.
As much as I dislike Trudeau, and I'm glad he's saying this. Ukraine and tariffs are probably the only thing I agree with him on.
Commenter expresses selective agreement with Trudeau's position on Ukraine and tariffs while criticizing him generally, focusing on policy evaluation.
@williamanthony915 Mar 4, 2025
« Prev 60 / 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)