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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 188 of 299
When trump started blaming all the immigrants for the economic woes of the us like it’s 1945 I knew better than to listen to his bs. He lies and says what he needs to to …
When trump started blaming all the immigrants for the economic woes of the us like it’s 1945 I knew better than to listen to his bs. He lies and says what he needs to to act like a dictator. I didn’t vote for him. Nor will I ever be ok with him being on putins side or bragging about being friends with Kim jun un. He’s an idiot.
Critiques Trump's immigration scapegoating, authoritarian tendencies, and foreign policy decisions as dishonest and dangerous.
@janeswurld Mar 4, 2025
saying our border is safe is such a joke. Canada depends on US intel to catch fentanyl smugglers and human traffickers across the border. But, the assilants are out on bail within a week of …
saying our border is safe is such a joke. Canada depends on US intel to catch fentanyl smugglers and human traffickers across the border. But, the assilants are out on bail within a week of being arrested in Canada.
Critiques Canadian border security and judicial policies while making specific claims about bail practices without evidence.
@sashalalaa Mar 4, 2025
United States IS THE LARGEST AND MAJOR CONSUMER OF ALL DRUGS AND needs to tackle and investigate their very own government who benefits from this drugs deals which are the Americans consumer. They are the …
United States IS THE LARGEST AND MAJOR CONSUMER OF ALL DRUGS AND needs to tackle and investigate their very own government who benefits from this drugs deals which are the Americans consumer. They are the one who brings the drugs into this country by any means. So Mr trump deal this issue within which is your problem not the maker. Your Americans people are the one WHO brings it and consume it at their OWN risk. Start with your peoples.
Critiques US drug policy and government responsibility, comparing US consumption patterns to drug production elsewhere.
@JR-ui4xk Mar 4, 2025
Congratulations Mr. Trudeau, you finally sound like our Prime Minister should. Now start making this country self sufficient so we don't have to rely on anyone. No more selling off our Crown corporations our land …
Congratulations Mr. Trudeau, you finally sound like our Prime Minister should. Now start making this country self sufficient so we don't have to rely on anyone. No more selling off our Crown corporations our land and other businesses to foreign countries. Keep Canada Canadian and give jobs to born Canadians first. Stock pile our oil and gas for our use and lower the prices of these things so that transportation cost make things easier for business and personal enjoyment. Don't tax the farmer so that they can supply food to everyone cheaper. We should not be struggling in this country which has all the natural resources . The unnatural population growth has put a strain on the whole system and in some cases put us in danger too. The crime rate has increased in large part to your lax immigration system. All the businesses increased the prices of everything due to this unnatural population growth. Supply and demand is not working the way it is supposed to anymore. In a normal household we make plans and prepare for changes. You just said ok, let's bring people here and forgot about the preparations. Infrastructure first man. If your going to bring half a million people over here, build the houses first bro. Nobody in Canada should be homeless which is another result of poor preparation. The housing prices and everything else went through the roof in large part due to the unnatural population growth. Anyway, think first before you act just like in a private home. Good luck Mr. Trudeau and everyone else. I hope it's not too late to get this country back on track so we can all enjoy life the way we used to....Peace
Comprehensive critique of immigration policy, resource management, and economic planning with emphasis on prioritizing born Canadians and infrastructure.
@michaelspeakman351 Mar 4, 2025
Shameful US government
Shameful US government
Brief criticism of US government policy, implicitly contrasting with Canada's approach.
@lindaSee89 Mar 4, 2025
Pls elect Tredeau again. He will destroy canada from with in
Pls elect Tredeau again. He will destroy canada from with in
Expresses criticism of Trudeau's leadership and predicted negative policy outcomes for Canada.
@nagabuzz Mar 4, 2025
this is the same guy who froze his own people's assets when they dared to protest his policies!?\n\nyeah, eff this guy.
this is the same guy who froze his own people's assets when they dared to protest his policies!?\n\nyeah, eff this guy.
Criticism of Trudeau's past policy decisions (asset freezing during protests) presented as hypocrisy.
@tarmi_ricmi Mar 4, 2025
PM Trudeau called trump smart....he reached WAY down for that one. These are NOT smart men moves. Kudos to Canada for NOT backing down.
PM Trudeau called trump smart....he reached WAY down for that one. These are NOT smart men moves. Kudos to Canada for NOT backing down.
Criticizes both Trudeau and Trump's intelligence while praising Canada's stance, using sarcasm and mockery.
@overcominglifestrials5316 Mar 4, 2025
SURE , SURE CANADIANS... TRUDEAU SAID THE GOVERNMENT WILL HELP YOUR JOBS ECT. REMEMBER HOW YOU'RE GOVERNMENT TREATED YOUR TRUCKERS NOT TO LONG AGO
SURE , SURE CANADIANS... TRUDEAU SAID THE GOVERNMENT WILL HELP YOUR JOBS ECT. REMEMBER HOW YOU'RE GOVERNMENT TREATED YOUR TRUCKERS NOT TO LONG AGO
Criticizes government credibility on job promises and references past treatment of truckers as evidence of untrustworthiness.
@THENOTENATION Mar 4, 2025
Trump is sinking the USA in an autocracy.
Trump is sinking the USA in an autocracy.
Critique of Trump's governance framed as authoritarian decline, expressing concern about democratic institutions.
@luizcarvalho6682 Mar 4, 2025
Canada should not tell us what is going to happened with inflation when the primary cause for the stunning inflation this last 3 years was the implementation of sanctions on a major oil producer that …
Canada should not tell us what is going to happened with inflation when the primary cause for the stunning inflation this last 3 years was the implementation of sanctions on a major oil producer that Canada participated in along the G7 countries.
Critiques Canadian government policy decisions regarding sanctions and their role in inflation, blaming government participation in G7 actions.
@iorr98 Mar 4, 2025
Looks to me like the tariffs have worked - Canada has started to cooperate
Looks to me like the tariffs have worked - Canada has started to cooperate
Evaluates the effectiveness of tariff policy and its outcomes on international relations.
@three.one_four Mar 4, 2025
Trudeau is acting like he did anything but all he did was screw his countrymen. Also ur exports keep em an we will keep ours. Because let's be honest it's only help on the bridge …
Trudeau is acting like he did anything but all he did was screw his countrymen. Also ur exports keep em an we will keep ours. Because let's be honest it's only help on the bridge it's not helping us Americans or Canadian working-class people
Criticizes Trudeau's governance while arguing trade relationships don't benefit working-class people in either country.
@danielbarkdull5443 Mar 4, 2025
he is what a true leader is and does...looks out for his country people unlike our country...Our government caters to the rich and the hell with the poor that they make sure stays poor.
he is what a true leader is and does...looks out for his country people unlike our country...Our government caters to the rich and the hell with the poor that they make sure stays poor.
Contrasts leadership approaches and criticizes Canadian government for favoring the wealthy over the poor, with implicit national comparison.
@garyfogle9527 Mar 4, 2025
Canada is tired of your bs too Trudeau.
Canada is tired of your bs too Trudeau.
Expresses criticism of the Prime Minister and government, with implicit call for change or accountability.
@danielsmith7714 Mar 4, 2025
You going to fund the War Justin? Your tax payers have done nothing for Ukraine. You know damn well this isn't about whether or not Vlad is a good guy so stop playing dumb. Its …
You going to fund the War Justin? Your tax payers have done nothing for Ukraine. You know damn well this isn't about whether or not Vlad is a good guy so stop playing dumb. Its about stopping a war that can't be won. And if you aren't for that then you are a warmonger.
Criticizes government funding decisions regarding Ukraine and accuses leadership of warmongering, questioning policy priorities.
@nickjones392 Mar 4, 2025
Trudeau, it's because of YOU that Canada is in this position! You did all this to our country. You and your environmental scams for not letting Canada have their pipeline, you left the borders open …
Trudeau, it's because of YOU that Canada is in this position! You did all this to our country. You and your environmental scams for not letting Canada have their pipeline, you left the borders open so that fentanyl, criminals and illegal immigrants can come into the country... you constantly printed money and created the inflation before all this happened ... now don't try to cover all your mess with big words today as if you really care.
Criticizes Trudeau's policies on pipelines, border control, and monetary policy; includes unverified claims about fentanyl and criminal immigration.
@nirvanaacademyofviolin Mar 4, 2025
Its berly been a month yall complaining on action without seeing any results lets see how it goes year 1 than come back clowns
Its berly been a month yall complaining on action without seeing any results lets see how it goes year 1 than come back clowns
Critiques premature judgment of policy outcomes, arguing for patience before evaluation.
@myfamilyisthebest2931 Mar 4, 2025
Fear mongering the american people lol.
Fear mongering the american people lol.
Accuses Trudeau of using fear-based rhetoric to manipulate public opinion on tariff policy.
@cashwavecollectibles2884 Mar 4, 2025
If you can’t take the heat in the kitchen get out Trudeau boi. Get out of office and get a real job like everyone else. Or you could just go back to Cuba and see …
If you can’t take the heat in the kitchen get out Trudeau boi. Get out of office and get a real job like everyone else. Or you could just go back to Cuba and see your dad.
Attacks Trudeau's fitness for office and calls for resignation; includes unsubstantiated claim about paternity.
@alexadam8819 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)