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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 141 of 299
What about the carbon tax Trudeau? That matters to us more
What about the carbon tax Trudeau? That matters to us more
Critiques Trudeau's carbon tax policy as more pressing than the speech topic, implying misplaced priorities.
@BitcoinFunds Mar 4, 2025
First, the orange criminal is not a “very smart” man. At best he has, perhaps, average intelligence, but worst, he is dangerously ignorant of history and facts (how many other Americans over forty don’t know …
First, the orange criminal is not a “very smart” man. At best he has, perhaps, average intelligence, but worst, he is dangerously ignorant of history and facts (how many other Americans over forty don’t know the significance of Pearl Harbor?). Sadly, for the U.S. and the entire world, Americans have seen fit to place a person with a severe case of Dunning-Kruger into the White House – again – they didn’t learn the first time.\n\nSecond, on this fentanyl thing. Are the vast majority of Americans children? The best way to keep them from becoming addicted or killing themselves with the stuff is to keep it from them? Where is the self-control…the ability of people to tell themselves no? The easiest way to kill any business is to starve it of customers.
Critiques a political leader's intelligence and decision-making, with moral concerns about leadership quality and drug policy.
@JK-eo2mj Mar 4, 2025
Zelensky is not our responsibility.
Zelensky is not our responsibility.
Critiques Canadian foreign policy regarding Ukraine aid, questioning government responsibility.
@user-ry3cg3ns2c Mar 4, 2025
Trump: how to destroy america reputation in just a few days
Trump: how to destroy america reputation in just a few days
Criticizes Trump's actions and their impact on America's international reputation and standing.
@perrypoke Mar 4, 2025
Who \nGives\nA flying Fk!!! This guys a tyrant \nThink about what y'all are saying about this guy he shut down the trucker protest in froze all their funds their whole bank account everything this guy …
Who \nGives\nA flying Fk!!! This guys a tyrant \nThink about what y'all are saying about this guy he shut down the trucker protest in froze all their funds their whole bank account everything this guy is an absolute tyrant !
Criticizes government actions (trucker protest shutdown, frozen bank accounts) as authoritarian overreach.
@terminator3728 Mar 4, 2025
Canada should go out of its way to increase trade with China. They should join BRICS too.
Canada should go out of its way to increase trade with China. They should join BRICS too.
Advocates for specific trade and geopolitical policy changes for Canada regarding China and BRICS membership.
@MrJoeblofromidaho Mar 4, 2025
Trump is not a politician, but a business man. US needs to reconfigure the rules on who can govern our country. I'm embarrassed to have Donald as our representative.
Trump is not a politician, but a business man. US needs to reconfigure the rules on who can govern our country. I'm embarrassed to have Donald as our representative.
Critiques Trump's qualifications for office and expresses embarrassment about his representation, combined with identity assertion as American.
@ACockatielsSong Mar 4, 2025
Corrupt Trudeau is not our friend !! He is Joe Biden Jr and a liar ! We like the Canadian people but Trudeau and liberals have to be ousted in Canada ! We will not …
Corrupt Trudeau is not our friend !! He is Joe Biden Jr and a liar ! We like the Canadian people but Trudeau and liberals have to be ousted in Canada ! We will not support socialist communists like Trudeau, Starmer, Macron, Schultz and other such leaders !
Criticizes Canadian leadership and compares to other world leaders, calling for removal of current government.
@josephdurham7146 Mar 4, 2025
Canda your country is ran by a joke. No wonder you're taxed so high
Canda your country is ran by a joke. No wonder you're taxed so high
Criticizes Canadian government leadership and tax policy while asserting national identity judgment.
@aussie3409 Mar 4, 2025
Well no wonder they were friends. We pay for your defense. Didn’t say anything about that Da
Well no wonder they were friends. We pay for your defense. Didn’t say anything about that Da
Critiques US defense spending and policy relationships with Canada, implying unfair burden-sharing.
@frankloar8137 Mar 4, 2025
CNN is anti Trump, Wall Street Journal is anti Trump, Canadian PM is cozing up with Zelensky who fought with Trump the other day, Canada has been taking USA for a ride on tariffs for …
CNN is anti Trump, Wall Street Journal is anti Trump, Canadian PM is cozing up with Zelensky who fought with Trump the other day, Canada has been taking USA for a ride on tariffs for so long, which President is trying to correct for which American people have voted him overwhelmingly, today's pain will be tomorrow's gain!
Critiques Canadian and international political relationships, media bias, and tariff policies while comparing nations and their leaders.
@mrityunjoyghoshal8050 Mar 4, 2025
It’s a trade dispute between USA and Canada, where from Russia came into this subject. Anyway USA people job and economy are NOT depending only on Canada, so don’t worry. So your “Friendship” depends on …
It’s a trade dispute between USA and Canada, where from Russia came into this subject. Anyway USA people job and economy are NOT depending only on Canada, so don’t worry. So your “Friendship” depends on tariffs % ?
Questions the relevance of Russia to a trade dispute and critiques the framing of friendship based on tariffs.
@rameshganapathy6657 Mar 4, 2025
Let's be honest, it took a US President for Canadian Prime Minister to act tough on drugs and illegal immigration. Things he should have been doing in the first place without any international pressure. It …
Let's be honest, it took a US President for Canadian Prime Minister to act tough on drugs and illegal immigration. Things he should have been doing in the first place without any international pressure. It shows the absolute disrespect he has for Canadian citizens demanding the same.
Criticizing Canadian PM's previous inaction on immigration and drugs, suggesting he needed US pressure to act.
@zshn Mar 4, 2025
Canada met Trump's terms and he still screwed them, I don't blame them for retaliating. Losing allies and isolating us from the rest of the world is going to hurt everyone
Canada met Trump's terms and he still screwed them, I don't blame them for retaliating. Losing allies and isolating us from the rest of the world is going to hurt everyone
Critiques Trump's trade policy as unfair and argues that isolating allies will harm everyone economically and diplomatically.
@Leelz247 Mar 4, 2025
? virtue signaling little war monger. Weak warmonger just like the majority of the EU. Begging for US handouts while barking like a pitbull. He will do nothing but squirm because of choices made by …
? virtue signaling little war monger. Weak warmonger just like the majority of the EU. Begging for US handouts while barking like a pitbull. He will do nothing but squirm because of choices made by Canadian voters. Stupidity in mass.
Criticizes political leadership and voter choices while using derogatory language about national character and international positioning.
@samuelmcglohon6861 Mar 4, 2025
As a Canadian I’m fed up seeing Turdo’s face. He ruined our country and I’m hoping my fellow citizens will not take the bait of a new face on the same old party and re-elect …
As a Canadian I’m fed up seeing Turdo’s face. He ruined our country and I’m hoping my fellow citizens will not take the bait of a new face on the same old party and re-elect the Liberals. If that happens we are utterly done.
Combines personal frustration as a Canadian with criticism of Liberal government policy and an implicit call for voters to reject the party.
@markmilas1817 Mar 4, 2025
Finally, someone calling things what they are. It's time to stop the bully. Trump is creating economic wars
Finally, someone calling things what they are. It's time to stop the bully. Trump is creating economic wars
Criticizes Trump's economic policies as aggressive ('economic wars') while framing opposition as standing against bullying.
@CR-vr4jq Mar 4, 2025
I don't know why they had to remove him from the head of the party.... I will never vote conservative, they all suck up to dictator Trump.
I don't know why they had to remove him from the head of the party.... I will never vote conservative, they all suck up to dictator Trump.
Criticizes party leadership decisions and expresses voting intention based on political disagreement.
@deeky1239 Mar 4, 2025
Pity politicians can only be this straight and honest when they are at the end of their term.
Pity politicians can only be this straight and honest when they are at the end of their term.
Critiques politicians for only being honest at the end of their terms, implying dishonesty during office.
@ashleythom1052 Mar 4, 2025
Wow! Trudue did nothing to prevent the tarrifs but instead he just talk about it use it to his advantage for his political career that was very bad few days ago. Do your work instead …
Wow! Trudue did nothing to prevent the tarrifs but instead he just talk about it use it to his advantage for his political career that was very bad few days ago. Do your work instead of just talking. Criminals , fentanyl and open boarder is still open. Still so many illegal immigrants are still here. How many have you send home already? No news about illegal immigrants that they send home. Too\n Much barking no bite! Show us how many illegal immigrants have you send home? How many drug lords have you put in jail? No statistics. No proof . Who would believe in you? Show us the proof!!!
Critiques Trudeau's policy performance on immigration and border security while making unverified claims about deportation statistics and criminal activity.
@hazelhazel5871 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)