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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 134 of 299
Definitely don't agree with his buddy buddy with putin that's some bullshit he's an idiot for that one. However this is how it's gonna be. We suffer from taxes and crap keeping us down. We …
Definitely don't agree with his buddy buddy with putin that's some bullshit he's an idiot for that one. However this is how it's gonna be. We suffer from taxes and crap keeping us down. We the people want tariffs to return our country back to the funding source it once had. We don't need your shit it just costs us more to make it here. You were just our cheapy ticket. A non tariff threat is broad but best beleive it better not be no threat of violence. Well turn your Geneva convention and turn it to a whole Geneva Wikipedia.
Critiques government policy (tariffs, foreign relations) while discussing economic impacts and advocating for protectionist trade positions.
@scubamech707 Mar 4, 2025
She'll be promoted soon. It's the Liberal way of governing.
She'll be promoted soon. It's the Liberal way of governing.
Critiques Liberal government practices through sarcasm about promotion patterns, with partisan framing.
johnathanbenoit6377 Feb 26, 2026
Disgusting that u didn’t challenge the claim of sub down syndrome African IQ which is a blatant lie
Disgusting that u didn’t challenge the claim of sub down syndrome African IQ which is a blatant lie
Commenter criticizes the video creator for not challenging a false racist claim about African IQ, calling out the failure to debunk misinformation.
husted5488 Jan 29, 2026
haaaahahahahahahahahahahahahaha he is a clown, he has do so much harm to Canada he cannot undo it
haaaahahahahahahahahahahahahaha he is a clown, he has do so much harm to Canada he cannot undo it
Expresses criticism of a leader's harmful impact on Canada through exaggerated laughter and name-calling, combining humor with policy disapproval.
@christiannunez6025 Mar 4, 2025
Viva Trump! You’ve had years to do something. WEAK/SOFT!
Viva Trump! You’ve had years to do something. WEAK/SOFT!
Expresses support for a political figure while criticizing perceived weakness in past action, with implicit call for stronger policy.
@mariosabalza2146 Mar 4, 2025
Nepo Baby Justin Trudeau destroyed the country of Canada and then ran away like the COWARD he is...
Nepo Baby Justin Trudeau destroyed the country of Canada and then ran away like the COWARD he is...
Attacks Trudeau personally for allegedly destroying the country and abandoning leadership, blending policy critique with character attack.
jokertony420 Feb 24, 2026
This hurts literally everybody. Everybody, except for the ruling elite that siphon taxes at ever-increasing rates to pay for "social services".
This hurts literally everybody. Everybody, except for the ruling elite that siphon taxes at ever-increasing rates to pay for "social services".
Critiques government taxation and spending policies, arguing elites exploit the system while ordinary people suffer from increased costs.
Sammysapphira Sep 23, 2025
When trump recommended terrifs everyone cried “oh that will only hurt Americans” but then Canada does it in response and everyone cheers? Like isn’t he by your own logic now screwing Canadians? Which is it …
When trump recommended terrifs everyone cried “oh that will only hurt Americans” but then Canada does it in response and everyone cheers? Like isn’t he by your own logic now screwing Canadians? Which is it people?
Challenges the logical consistency of Canada's tariff response to Trump's tariffs, questioning whether the policy actually harms Canadians as critics claim.
@thewarsimmoral2646 Mar 4, 2025
You'd have to be an idiot not to realise that Trump is deliberately destroying the US
You'd have to be an idiot not to realise that Trump is deliberately destroying the US
Critical judgment of Trump's policies framed as deliberate destruction, though expressed dismissively.
@gabrieulus Mar 4, 2025
"We aren't America - everyone gets healthcare!" Everyone but Canadians, he didn't say that part.
"We aren't America - everyone gets healthcare!" Everyone but Canadians, he didn't say that part.
Critiques government healthcare policy as hypocritical, claiming Canadians are excluded despite universal healthcare claims.
EcoHermit-os5in Feb 26, 2026
Trump is an idiot!
Trump is an idiot!
Expresses negative judgment about Trump as a political figure, functioning as political criticism.
@Aleon11-d8x Mar 4, 2025
He needs to restart the pipelines to allow oil to move freely between the provinces. End dependence on US oil, Canada has plenty of its own.
He needs to restart the pipelines to allow oil to move freely between the provinces. End dependence on US oil, Canada has plenty of its own.
Critique of energy policy with recommendation to restart pipelines and reduce US oil dependence for economic benefit.
@bobg7241 Mar 4, 2025
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story …
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story about someone who was waitlisted too long for an oncologist or a scan, and no longer has a chance of recovery ❤️‍🩹
Critiques healthcare funding priorities and system capacity strain, framing immigration-related healthcare costs as unsustainable policy.
janeross-opazo1057 Dec 24, 2025
All Trump asked them do was protect their border and now we’re having a trade war with tariffs ?
All Trump asked them do was protect their border and now we’re having a trade war with tariffs ?
Critiquing Trump's border protection demand as having triggered unintended economic consequences (tariff war).
@1221dirty Mar 4, 2025
mass immigration should be stopped everywhere
mass immigration should be stopped everywhere
Calls for cessation of immigration policy globally, expressing opposition to current immigration levels.
käyttäjä9 Jan 27, 2026
Your own people don’t respect you Trudeau. What a joke
Your own people don’t respect you Trudeau. What a joke
Criticizes Trudeau's leadership and credibility, framing him as lacking respect from his own people.
@MAJR602 Mar 4, 2025
Trump voters chose to do this to Americans not the government. Poor leadership did not help also!
Trump voters chose to do this to Americans not the government. Poor leadership did not help also!
Critiques government leadership and policy decisions while assigning blame to Trump voters and poor governance.
@MM-tj5rb Mar 4, 2025
Yes, let the bankrupt Canada who is taxing their own people into poverty start a trade war instead of just complying. What a good idea, Fidel Jr.?
Yes, let the bankrupt Canada who is taxing their own people into poverty start a trade war instead of just complying. What a good idea, Fidel Jr.?
Commenter critiques Canada's economic situation and trade war strategy while using sarcasm and a derisive nickname for the PM.
@joshuawilliams2310 Mar 4, 2025
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of the Canadians accepted foreign work experience so they created thier own jobs . B4 asking why aren’t you integrating has Canada asked the tough questions to themselves why do they make it hard for ppl to find jobs in the first place ? In India community is a strong feature no matter where you are they will create an environment that replicates home to ensure their roots stay strong and it’s also for support, loneliness and many things . Now ppl from India don’t just come to Canada due to job crisis back home they come bcz they want to escape the 1.4 billion population and suffocation that comes with it . The negative thing about Indians is they don’t know what’s right n wrong . It’s a thin line bcz that common sense isn’t taught in India . In India your in a race if you snooze you loose so those bad habits of trying to beat the competition comes with a world of bad manners and bad civic sense . Which now unfortunately due to cities like these won’t go away . They’ll stay the same bcz Brampton is that home away from home comfort pillow tat screams LETS NOT CHANGE .
Analyzes Canada's integration policy failures, compares Indian cultural practices to Canadian context, and provides cultural/sociological explanation for observed patterns.
TK8T Nov 9, 2025
Our government fk’d up big time!!! Those officials should be shipped out with the garbage!!!
Our government fk’d up big time!!! Those officials should be shipped out with the garbage!!!
Condemns government officials and policy decisions, with implicit call for their removal from office.
MrsG-2u Aug 26, 2025
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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)