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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 32 of 299
What happened to drill baby drill? I have no faith in Trump now, and I think he is a liar. He got money, and he didn't care about the poor.
What happened to drill baby drill? I have no faith in Trump now, and I think he is a liar. He got money, and he didn't care about the poor.
Criticizes Trump's policy promises and broken commitments while invoking moral concerns about neglecting the poor.
@StevenHer-sz1jb Mar 4, 2025
Dumb stupid trade war. Never forget, Trump started it! Regardless of what maga will say in the next few weeks. ?
Dumb stupid trade war. Never forget, Trump started it! Regardless of what maga will say in the next few weeks. ?
Criticizes trade war policy and attributes responsibility to Trump, rejecting anticipated counter-narratives.
@petercholmondeley5083 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
Correction: the US government didn't do this, trump and his cronies did it
Correction: the US government didn't do this, trump and his cronies did it
Distinguishes between US government and Trump administration, critiquing attribution of responsibility for policy actions.
@architeuthis3476 Mar 4, 2025
Admirable speech. But don't you think that there's a lot of emphasis on the issue of border control?
Admirable speech. But don't you think that there's a lot of emphasis on the issue of border control?
Acknowledges merit but questions the emphasis on border control in the speech, offering analytical critique.
@bensoliman8326 Mar 4, 2025
I am a Canadian ?? & let ne assure you. Justin Trudeau is a woke fool who has hurt Canada for 9 years. He can't be replaced fast enough!
I am a Canadian ?? & let ne assure you. Justin Trudeau is a woke fool who has hurt Canada for 9 years. He can't be replaced fast enough!
Canadian identity assertion combined with criticism of Trudeau's governance over nine years.
@kennywidd 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
Go to hell Trudeau. You're a disgusting communist that failed Canada and didn't fix the border that would have prevented this. of course, anybody who watches CNN is an idiot.
Go to hell Trudeau. You're a disgusting communist that failed Canada and didn't fix the border that would have prevented this. of course, anybody who watches CNN is an idiot.
Attacks Trudeau's leadership and policies while making ideological accusations and dismissing opposing media consumers.
@TheVolpster-b2v Mar 4, 2025
It’s what happens when you an erratic president
It’s what happens when you an erratic president
Criticizes presidential leadership and decision-making as erratic and problematic.
@showman1438 Mar 4, 2025
The irony is, Canada will take measures to address the cost of living. The US will keep giving $$$$ to billionaires. Trump/ Republican's do not care about everyday people.
The irony is, Canada will take measures to address the cost of living. The US will keep giving $$$$ to billionaires. Trump/ Republican's do not care about everyday people.
Contrasts Canadian and US policy approaches to cost of living, criticizing Republican priorities toward billionaires.
@chrysallis317 Mar 4, 2025
The US is isolating itself from the world. It is indeed the strongest and the richest country. But the decisions, the current admin has made will damage the United States. Specifically the people of the …
The US is isolating itself from the world. It is indeed the strongest and the richest country. But the decisions, the current admin has made will damage the United States. Specifically the people of the estates with or without knowing, they will pay for the cost caused by the wrong decision made by MAGA. This is really sad to see how they divide themselves and the world. Only a few of idiots has gotten so much power to harm normal people who are only interested in living a peace and happy life with loved ones or their own family but now their suffer just started.
Criticizes US administration decisions and their harmful consequences while appealing to shared human values of peace and family welfare.
@FCCEO Mar 4, 2025
I encourage consideration of the fact that demand for fentanyl in the US is high, hence its movement into the country. What efforts have the US government made to dampen this seemingly insatiable demand?
I encourage consideration of the fact that demand for fentanyl in the US is high, hence its movement into the country. What efforts have the US government made to dampen this seemingly insatiable demand?
Critiques US government drug policy by questioning what efforts have been made to reduce fentanyl demand, framed as a comparative policy analysis.
@dreidhere Mar 4, 2025
Trump is going crazier by the day.
Trump is going crazier by the day.
Critiques Trump's mental state and decision-making as deteriorating, framed as political commentary.
@AmitKumarAlphaX Mar 4, 2025
Wish the USA had a mature, intelligent leader who could speak in complete sentences and didn't tell us lie after lie.
Wish the USA had a mature, intelligent leader who could speak in complete sentences and didn't tell us lie after lie.
Criticizes a political leader's competence and truthfulness, focusing on governance quality rather than immigration specifically.
@HamptonGuitars Mar 4, 2025
What a dummy. The tariffs are reciprocal, so if this idiot puts on a larger tariff than the US, the US counters that with the same tariff! He's just raising tariffs on his own country!
What a dummy. The tariffs are reciprocal, so if this idiot puts on a larger tariff than the US, the US counters that with the same tariff! He's just raising tariffs on his own country!
Critiques a political leader's tariff policy as economically counterproductive, analyzing the mechanism of reciprocal tariffs.
@7eleven297 Mar 4, 2025
I am sorry for our new administration. Personally I think they are destroying our country.
I am sorry for our new administration. Personally I think they are destroying our country.
Personal apology combined with criticism of the administration's governance and impact on the country.
@laurie686 Mar 4, 2025
Trudeau shut your a$$ up and go figure out the stupid immigration deal you made ?
Trudeau shut your a$$ up and go figure out the stupid immigration deal you made ?
Criticizes Trudeau's immigration policy deal while using inflammatory language to demand action.
@elKappo2u Mar 4, 2025
Because of you we're left with our pants down. Step down already go away so we can start with the damage control. Worst leader ever.
Because of you we're left with our pants down. Step down already go away so we can start with the damage control. Worst leader ever.
Blames current leadership for vulnerability and calls for resignation while criticizing their record.
@edl8886 Mar 4, 2025
So sorry to our Canadian friends, we are stuck with a fool.
So sorry to our Canadian friends, we are stuck with a fool.
Criticizes the Prime Minister as a 'fool' while expressing solidarity with Canadians, blending policy critique with national identity framing.
@roysmith8002 Mar 4, 2025
« Prev 32 / 299 Next »

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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)