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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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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 107 of 299
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our …
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our government jobs in Ottawa and leave the lower paying jobs to other non speaking French. Go to Quebec they have NO ENGLISH SIGNS, but come to Ottawa making sure they are entitled!. Im sick of the language barrier its discrimination and take the free riders from other countries with you.
Critiques language policy implementation and claims French speakers receive preferential government job treatment, framing it as discrimination.
Pantherqueen-r2i Aug 27, 2025
What so America has to pay for everything. Think money grows on trees. Trump and his staff is the best thing to ever happen. So STFU
What so America has to pay for everything. Think money grows on trees. Trump and his staff is the best thing to ever happen. So STFU
Defends Trump's tariff policy as economically justified while dismissing critics with dismissive language.
@brandonbennett9220 Mar 4, 2025
It's already been broken for a few years now
It's already been broken for a few years now
States that the immigration system has been broken for years, offering a brief critical assessment of policy failure.
yeriyark6678 Jan 21, 2026
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Challenges the legitimacy of income tax policy by questioning its historical justification and calling for its elimination.
victordauphin2949 Jan 11, 2026
Liberals ruined this country. No going back folks and we can thank Trudeau and his special interest groups. We are focked.
Liberals ruined this country. No going back folks and we can thank Trudeau and his special interest groups. We are focked.
Blames the Liberal government and Trudeau for immigration policy failures, framing it as ruinous to the country.
donl9701 Jan 6, 2026
Everyone is complaining about immigration, but did someone cared to look at reason why developed countries are bringing immigrants!!
Everyone is complaining about immigration, but did someone cared to look at reason why developed countries are bringing immigrants!!
Critiques public discourse by questioning whether people understand the economic/structural reasons developed nations recruit immigrants.
mr.unknown9454 Feb 9, 2026
As a Trump supporter and a Trudeau detractor, it is becoming more obvious to me that this threat of tariffs has become Trumps way of bullying Canadians into becoming the 51st state. I also believe …
As a Trump supporter and a Trudeau detractor, it is becoming more obvious to me that this threat of tariffs has become Trumps way of bullying Canadians into becoming the 51st state. I also believe at the same time, Trudeau has finally grown a set of balls because he is on his way out. That being said, my respect for “Donald” is falling off. I have not lost respect for the American people but I have for current American policies…
Nuanced critique of both Trump's tariff tactics and Trudeau's response, with personal political positioning and concern about sovereignty.
@danhie3606 Mar 4, 2025
Im so sick of this clown… i thought you resigned? Its not ok to tariff “our closest friend?”\nYet canada is ripping us off by billions in trade and has zero control of their border? Is …
Im so sick of this clown… i thought you resigned? Its not ok to tariff “our closest friend?”\nYet canada is ripping us off by billions in trade and has zero control of their border? Is that how friends and allies act!!! The us isnt in desperate need of you canada
Criticizes PM's tariff policy and Canada's border control, framing Canada as economically exploitative and questioning the alliance relationship.
@medlaketrap Mar 4, 2025
Mr. Trudeau if you hadn’t destroyed Canada’s economy we wouldn’t be in this situation of weakness. You are delusional to think that we should trust a liberal government to save us.
Mr. Trudeau if you hadn’t destroyed Canada’s economy we wouldn’t be in this situation of weakness. You are delusional to think that we should trust a liberal government to save us.
Criticizes the Prime Minister's economic policies and questions the credibility of the government to address national challenges.
@Curlyhow Mar 4, 2025
Donald will somehow blame our economic collapse on Biden, DEI, or someone else. It's clear that his policies have consequences and he doesn't believe they do or care if they do or both.
Donald will somehow blame our economic collapse on Biden, DEI, or someone else. It's clear that his policies have consequences and he doesn't believe they do or care if they do or both.
Critiques Trump's policies and his refusal to acknowledge consequences, with moral disapproval of accountability avoidance.
@bullit199 Mar 4, 2025
Immigration consultants want more immigration. Wow.
Immigration consultants want more immigration. Wow.
Skeptical observation that immigration consultants have financial incentive to support higher immigration.
eanerickson8915 Jan 21, 2026
Trudeau and Jagmeet created this mess. The asylum seekers should stay at their homes.
Trudeau and Jagmeet created this mess. The asylum seekers should stay at their homes.
Blames political leaders for immigration policy failures and criticizes asylum seekers.
troump-the-pervrt-peeg Jan 15, 2026
Unbelievable. Majority voted for this bullsh!@. That's what hurts the most?
Unbelievable. Majority voted for this bullsh!@. That's what hurts the most?
Expresses frustration with electoral outcomes and government direction, critiquing the policies voters chose.
@tinkerbell8334 Mar 4, 2025
This man is so hated by his own people that he resigned 2 months ago and his replacement is set to take office sometime soon. Don’t let his way with words sway you the way …
This man is so hated by his own people that he resigned 2 months ago and his replacement is set to take office sometime soon. Don’t let his way with words sway you the way it did Canadians for almost a decade. That is all he is— all words and no action.
Critiques Trudeau's record as ineffective ('all words and no action') while warning against repeating Canadian electoral patterns, framing it as a cautionary comparison.
@VanessaH22 Mar 4, 2025
Canada is scamming professional to come then ended up jobless because they can't practice their profession without your Canadian license. How? Study first..😂
Canada is scamming professional to come then ended up jobless because they can't practice their profession without your Canadian license. How? Study first..😂
Criticizes immigration policy as deceptive, claiming professionals are recruited then unable to practice without Canadian credentials, delivered with sarcastic tone.
mariaboyd7380 Apr 14, 2025
He's only tough enough to say that to a camera, he would never say that to Trump's face!
He's only tough enough to say that to a camera, he would never say that to Trump's face!
Critiques Trudeau's authenticity and courage, questioning whether his public stance reflects genuine conviction.
@jeremykoch76 Mar 4, 2025
the problem with people that immigrate to foreign countries - they think they are being treated unfairly because they pay higher fees. Most of people that immigrate for study dont know that the domestics get …
the problem with people that immigrate to foreign countries - they think they are being treated unfairly because they pay higher fees. Most of people that immigrate for study dont know that the domestics get charged lower because their fees are subsidized.
Critiques immigrant understanding of education policy, explaining the rationale behind differential tuition fees for domestic vs. international students.
TruthSeeking007 Oct 2, 2025
We don't buy $155 BILLION in goods from Canada...what is this clown talking a-boot?!? Lol ??
We don't buy $155 BILLION in goods from Canada...what is this clown talking a-boot?!? Lol ??
Disputes a specific trade statistic while using sarcasm and mockery to challenge the speaker's credibility.
@adamlessard5591 Mar 4, 2025
Trump drives USA into ditch with his red MAGA hat on. Pathetic. Tariffs are a domestic tax and the GOP raised them. Bunch of Hypocrites!!!
Trump drives USA into ditch with his red MAGA hat on. Pathetic. Tariffs are a domestic tax and the GOP raised them. Bunch of Hypocrites!!!
Criticism of Trump's tariff policy and GOP hypocrisy, with moral condemnation of leadership competence.
@spacemanspiff3052 Mar 4, 2025
When you elect someone who has never cared about anything but his own interests this can happen.
When you elect someone who has never cared about anything but his own interests this can happen.
Criticism of elected leadership's self-interested motives and resulting policy failures.
@wupapi39 Mar 4, 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)