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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 226 of 299
Under Liberal Carney
Under Liberal Carney
Brief attribution of immigration policy to a specific political figure (Carney/Liberals), implying criticism of their governance.
SuSu-bm4ft Feb 18, 2026
And why is he just now showing his face??!!! He waits until today to show his face! You should have thought about this last week Trump already gave u too many chances!!!! We will have …
And why is he just now showing his face??!!! He waits until today to show his face! You should have thought about this last week Trump already gave u too many chances!!!! We will have American made everything so keep your crap in your country. U need is more than we do! And Trump would say the same thing to you!! ??
Criticizes Trudeau's timing and response to Trump's tariffs while advocating for protectionist economic policy.
@sandracontreras5417 Mar 4, 2025
Not good imigrasi illegal
Not good imigrasi illegal
Brief statement opposing illegal immigration, expressing disapproval of immigration policy without elaboration.
ALDIWESTPLAT Feb 25, 2026
This man is a dictator himself by what we went through with gender identity they still enforce there people with this bogus B.S.
This man is a dictator himself by what we went through with gender identity they still enforce there people with this bogus B.S.
Criticizes Trudeau's government policies on gender identity as authoritarian overreach.
@IM-CALLED-REAPER-hm4vv Mar 4, 2025
The LPC wont do anything to make sure they leave They still need to pander to their far left base
The LPC wont do anything to make sure they leave They still need to pander to their far left base
Criticizes government inaction on immigration enforcement, framed through partisan political blame.
davidingram2537 Jan 19, 2026
Perfect! International student means you will return to your home country after completion of your studies.
Perfect! International student means you will return to your home country after completion of your studies.
Comment clarifies the definition/policy of international students, implying criticism of how the term is being used or misunderstood.
olgaagah8 Nov 20, 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
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
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
Bro your own countrymen want you out. Maybe get your House in order first you ignorant ?
Bro your own countrymen want you out. Maybe get your House in order first you ignorant ?
Criticizes leadership for not addressing domestic issues first, with an implicit us-vs-them framing about national priorities.
@adaboy85 Mar 4, 2025
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections …
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections and your political parties have fallen to "Vote bank politics" as in case of UK. Democracy's flaw catching up in Canada. I am sure these things will not be fixed
Critiques government support for Khalistan movements and vote-bank politics, mixing historical claims with concerns about democratic erosion and immigrant political power.
tinguzz Jan 27, 2026
Trump thinks stupidly that Canada would band, accept to be a US state and give up all its rare minerals
Trump thinks stupidly that Canada would band, accept to be a US state and give up all its rare minerals
Critiques Trump's unrealistic policy proposal regarding Canadian annexation and resource control.
@trexeyesonly55 Mar 4, 2025
The government can easily verify this by carrying out a secret operation and sending undercover agents to live with them for soemtime
The government can easily verify this by carrying out a secret operation and sending undercover agents to live with them for soemtime
Suggests a surveillance-based solution to verify refugee claims, implying criticism of current verification methods.
tst1279 Feb 24, 2026
Dont have balls to cover muslim grooming gangs....in uk or child abuse in Afghanistan.... you are pro islamic...... u are covering a story about legal immigration... i know its over immigration... but lets be honest …
Dont have balls to cover muslim grooming gangs....in uk or child abuse in Afghanistan.... you are pro islamic...... u are covering a story about legal immigration... i know its over immigration... but lets be honest its trudeau who messed it up
Criticizes the creator for selective coverage while blaming Trudeau for immigration policy failures, mixing legitimate critique with unsubstantiated accusations.
ht-i7v8w Jan 27, 2026
Close the border Canada. Your tariffs are higher than ours. We are just keeping it even.
Close the border Canada. Your tariffs are higher than ours. We are just keeping it even.
Argues for border closure and justifies tariffs by comparing Canada's tariff rates to America's.
@marlowshultz7308 Mar 4, 2025
What the US has been doing hasn’t worked.
What the US has been doing hasn’t worked.
Brief critique of US policy effectiveness without elaboration, suggesting current approaches are ineffective.
@Nylahskye7 Mar 4, 2025
She answers questions to the best of her abilities just like Garry when Andrew Lawton was asking questions The incompetence is beyond belief
She answers questions to the best of her abilities just like Garry when Andrew Lawton was asking questions The incompetence is beyond belief
Criticizes the competence of officials answering questions, framing it as systemic incompetence in policy implementation.
dougramsey9554 Feb 27, 2026
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the …
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the boonies. These are all family owned as well, they are usually cousins and siblings and uncles working these places which is why so many canadians complain about the service, because these people are literally unfireable, they sometimes dont even speak english (common) and french (very common for obvs reasons).
Critiques hiring practices and service quality at Tim Hortons, making sweeping claims about family ownership and language barriers across Canadian locations.
Johnitus69 Jan 27, 2026
Orange orangutan lied again
Orange orangutan lied again
Accusation of dishonesty directed at a political figure, likely referencing policy positions or statements.
@januhliar498 Mar 4, 2025
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Discourse 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)