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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 199 of 299
You won’t get through to the MAGA people who voted for Trump. They will go to bed and recite the need to stop illegal immigration, gays, abortion, gun-control or whatever single issue they are voting …
You won’t get through to the MAGA people who voted for Trump. They will go to bed and recite the need to stop illegal immigration, gays, abortion, gun-control or whatever single issue they are voting for and pretend again Trump hasn’t given the world enough reason to have voted against him 4 years ago
Critiques Trump supporters' voting patterns and single-issue focus while questioning their reasoning.
@Junyan89 Mar 4, 2025
The Canadian immigration system is designed to take low quality immigrants. It encourages unethical behavior and there is widespread fraud in the IELTS exams, refugee lawyers, immigration consultants.
The Canadian immigration system is designed to take low quality immigrants. It encourages unethical behavior and there is widespread fraud in the IELTS exams, refugee lawyers, immigration consultants.
Critiques the immigration system's design and outcomes, with some unverified claims about fraud embedded in broader policy analysis.
ironcladruffian1490 Oct 7, 2025
Not sure whats more disgusting, Trumps delusions or the recent praise for Turdeau due to some basic teleprompt speeches.... Make no mistake viewers, Justin Turdeau is an incompetent hypocrite who's policy's and leadership constantly embarrassed …
Not sure whats more disgusting, Trumps delusions or the recent praise for Turdeau due to some basic teleprompt speeches.... Make no mistake viewers, Justin Turdeau is an incompetent hypocrite who's policy's and leadership constantly embarrassed Canada on the world stage and nearly drove the countries lifestyle into the ground. There's a GOOD reason why he became the most hated man in Canada and was forced to resign over Christmas!
Criticizes Trudeau's competence and policy record while making unverified claims about his resignation and public opinion.
@3DVIDEOSMurray Mar 4, 2025
Too much of anything is bad.
Too much of anything is bad.
General statement critiquing immigration policy through the principle that excess of anything is problematic.
loggins2182001 Oct 9, 2025
Only wicked president businessman will do stupid things like starting to burn the bridge
Only wicked president businessman will do stupid things like starting to burn the bridge
Criticizes Trump's business-oriented approach as causing diplomatic damage, framing his actions as foolish policy decisions.
@ddytoxifypianocollection6393 Mar 4, 2025
On the outside we are made to believe such things but I know behind the scenes things are different. What have you done to your own people? No one is perfect and no one party …
On the outside we are made to believe such things but I know behind the scenes things are different. What have you done to your own people? No one is perfect and no one party either demo or repubs, there are going to be good and bad. I just want more good vs the bad. Why are you talking about America, worry about Canada.
Questions government transparency and domestic policy while expressing desire for better governance, with skepticism about public narratives.
@namelessducati2784 Mar 4, 2025
Eat a sausage trudeau the sycophants in the cnn comme t page her are outnumbered. An idiot like you talk down to the american people. Get wrecked bro. Canadians better elect poliveri or your in …
Eat a sausage trudeau the sycophants in the cnn comme t page her are outnumbered. An idiot like you talk down to the american people. Get wrecked bro. Canadians better elect poliveri or your in for a world of bankruptcy.
The comment criticizes Trudeau's policies and governance, urging Canadians to elect Poilievre to avoid economic collapse.
@zacharytrammell3382 Mar 4, 2025
I wonder if Trudeau can take that 1.3 billion to stop fentanyl entering the US and invest it back into healthcare and education? Trade war blows my mind. Trump you are an idiot.
I wonder if Trudeau can take that 1.3 billion to stop fentanyl entering the US and invest it back into healthcare and education? Trade war blows my mind. Trump you are an idiot.
Questions government spending priorities and criticizes trade war policy while insulting a political figure.
@66BW Mar 4, 2025
Trump is shaking up the status quo. Wouldn’t be getting Canadian investment in helping at their border without putting pressure on them.
Trump is shaking up the status quo. Wouldn’t be getting Canadian investment in helping at their border without putting pressure on them.
Evaluates Trump's approach as disrupting the status quo and pressuring Canada, presenting a political analysis of policy effectiveness.
@n2ecosystems Mar 4, 2025
Liberal minions screwed Canada and they’re still ministers in parliament even after they messed up because morons keep voting them in.
Liberal minions screwed Canada and they’re still ministers in parliament even after they messed up because morons keep voting them in.
Attacks government and Liberal party for policy failures, with partisan framing of voter behavior.
krism1815 Jan 20, 2026
If orange man is bad blame democrats...you ran terrible candidates. You also gave away money like candy and allowed every illegal here
If orange man is bad blame democrats...you ran terrible candidates. You also gave away money like candy and allowed every illegal here
Critiques Democratic policy decisions and government spending while making unsubstantiated claims about illegal immigration without evidence.
@georgebrennan2576 Mar 4, 2025
We can all thank most boomers for another Liberal term. I've seen them talk about how they'd leave Canada and live somewhere else if Carney didn't win. Must be nice to have that kind of …
We can all thank most boomers for another Liberal term. I've seen them talk about how they'd leave Canada and live somewhere else if Carney didn't win. Must be nice to have that kind of privilege when they force this hellscape on the rest of us.
Criticizes older generation voters for supporting Liberal policies that created negative immigration outcomes, framing it as generational injustice.
mavery012 Sep 10, 2025
@Tradeau, Stop lecturing us about tariffs and threatening Americans. Your country has high taxes, and before it affects Americans, Canadian citizens will feel the consequences more. Additionally, stop pushing illegal immigrants and fentanyl across the …
@Tradeau, Stop lecturing us about tariffs and threatening Americans. Your country has high taxes, and before it affects Americans, Canadian citizens will feel the consequences more. Additionally, stop pushing illegal immigrants and fentanyl across the US border. You call it a trade war, but we Americans call it a fair deal. You were well informed about the consequence but you never got serious about the warning. Canada must check strictly shipments from Mexico and China.
Critiques Canadian policy and leadership while making unverified claims about illegal immigrants and fentanyl crossing borders, framed as security threats.
@jorgegarison6662 Mar 4, 2025
well the east feels what alberta felt in the 80s we lose everthing natioal energy program from a treudeu now its the east will feel this pain from bad discions by a treudeu
well the east feels what alberta felt in the 80s we lose everthing natioal energy program from a treudeu now its the east will feel this pain from bad discions by a treudeu
Critiques current government decisions by comparing them to past regional economic hardship caused by previous policy, blaming leadership.
@billoldfield2843 Mar 4, 2025
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something …
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something while the elites are allowed to create an indentured servant underclass which is am actual factual form of racism.
Critiques immigration enforcement policy and media framing while making a moral argument about actual racism in labor practices.
EasyThere Dec 29, 2025
As a businessman, Trump was using Fentanyl crisis as a lame excuse. No matter how much fentanyl is controlled across borders he was still guaranteed in imposing the 25% trade tariff. \nCanada govt invested so …
As a businessman, Trump was using Fentanyl crisis as a lame excuse. No matter how much fentanyl is controlled across borders he was still guaranteed in imposing the 25% trade tariff. \nCanada govt invested so much into the border security recently and visited multiple times in Washington to discuss this 25% trade tariff but all of them forgot that Trump is a very aggressive and stubborn when it comes to money!\n\nI am glad Trump has made Canada and even Trudeau bold and self dependent now!
Analyzes Trump's trade policy motivations from a business perspective, critiquing the administration while acknowledging some positive effects on Canadian independence.
@kornNpunk Mar 4, 2025
np time for the lie/con jason kennedy or any of his uniparty shills
np time for the lie/con jason kennedy or any of his uniparty shills
Dismissive critique of political figures and their policies, using conspiratorial language ('uniparty shills').
robinenglish3239 Feb 17, 2026
Close your open door policy and stop letting everyone come to your country. And then they sneak into our country. Go to Vancouver and you will see there is a brown and yellow town I …
Close your open door policy and stop letting everyone come to your country. And then they sneak into our country. Go to Vancouver and you will see there is a brown and yellow town I mean how many of them are illegal. On the other hand i understand what you saying. Key words border check point. But how long is the border in Canada thousands of ways for stuff to come through
Criticizes Canada's immigration policy while making unverified claims about illegal immigration and using identity-based language about ethnic composition.
@rambo410 Mar 4, 2025
Black Canadians of African origin (2nd gen) vs non-racialized Canadians, ages 25–54: • High school diploma (or equivalent): Black about 96% vs non-racialized about 94% • Any postsecondary credential: Black about 74% vs non-racialized about …
Black Canadians of African origin (2nd gen) vs non-racialized Canadians, ages 25–54: • High school diploma (or equivalent): Black about 96% vs non-racialized about 94% • Any postsecondary credential: Black about 74% vs non-racialized about 73% • Bachelor’s degree or higher: Black about 48% vs non-racialized about 38% • Women, bachelor’s degree or higher: Black 57% vs non-racialized 41% Source: StatsCan, 2021 Census
Presents statistical data comparing educational attainment between demographic groups, implicitly challenging narratives about immigrant or racialized disadvantage.
Kingfisher100 Jan 29, 2026
What’s the issue? It’s what liberal voters voted for
What’s the issue? It’s what liberal voters voted for
Critiques immigration policy as a consequence of liberal voter choices, blaming a political group.
georgedesjardins6080 Dec 8, 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)