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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 141 of 299
Im more than embarrassed by these ridiculous tariffs as an American and Trumps administration has made it more than difficult to support any of these lies they continue to spread
Im more than embarrassed by these ridiculous tariffs as an American and Trumps administration has made it more than difficult to support any of these lies they continue to spread
Criticizes Trump administration's tariff policy and accuses them of spreading falsehoods, with personal embarrassment about national leadership.
@adamwebb8114 Mar 4, 2025
Mr Temporary President, only 1418 day left in White House, and you are the most idiotic President in the history of USA.
Mr Temporary President, only 1418 day left in White House, and you are the most idiotic President in the history of USA.
Criticizes Trump's presidential performance and competence with countdown to end of term, framed as policy/leadership critique.
@ponder-upon-it Mar 4, 2025
The liberal goverment only wanted their money, it is and was a scam all along. Shame on Trudeau and Carney. The housing crisis is not the amount of people but the insane regulations to gain …
The liberal goverment only wanted their money, it is and was a scam all along. Shame on Trudeau and Carney. The housing crisis is not the amount of people but the insane regulations to gain more money for a substandard tiny houses.
Criticizes government immigration policy as financially motivated scam while attributing housing crisis to regulations rather than immigration volume.
rarts2000 Nov 21, 2025
He said “he would stand up for Canadians “ … LOL … yep, Justin, that’s why they are getting rid of you.
He said “he would stand up for Canadians “ … LOL … yep, Justin, that’s why they are getting rid of you.
Uses sarcasm ('LOL') to critique the Prime Minister's failure to deliver on campaign promises.
@sharik467 Mar 4, 2025
Governor Trudeau, you’ve allowed our country to be ravaged by immigrants and fentanyl. Plus we give you billions of dollars in aid just cuz you’re our neighbor. Additionally, i thought you resigned?
Governor Trudeau, you’ve allowed our country to be ravaged by immigrants and fentanyl. Plus we give you billions of dollars in aid just cuz you’re our neighbor. Additionally, i thought you resigned?
Critiques Trudeau's immigration and drug policies with unverified claims about country being 'ravaged,' plus a factual question about resignation.
@javiercornejo1924 Mar 4, 2025
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that …
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that the blue plates are reaping what they sow. Ps come to Alberta @tyler give ya some more perspective and see why Alberta is separating. This is a huge part of it
Criticizes Ontario's immigration policy as self-inflicted, compares provinces, and frames issue along political lines.
2012darkey Jan 27, 2026
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views …
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views - This is a CANADA WIDE issue not just specific to Brampton. Calgary's NE - Brampton - Surrey Etc. If we are going to have such massive immigration I'd like to know why we can't bring in Filipinos, Japanese, and Koreans - They respect culture and work hard! Side note - why does our government support foreigners over supporting our own domestic couples to have children? - Modern day slave labour is the system Canada is running on right now. But you won't see liberals talking about that :)
Critiques immigration policy and government priorities while expressing demographic anxiety and selective preference for certain immigrant groups, framed as policy analysis.
connarvangrant6141 Jan 27, 2026
just don’t give them HGV licenses!
just don’t give them HGV licenses!
Proposes a specific policy restriction targeting a particular immigrant group's access to commercial driving licenses.
shaun4443 Jan 27, 2026
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian …
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian government needs to take right steps.
Self-identified Indian commenter criticizes both Indian immigrants and Canadian visa policy, calling for government restrictions.
littleencounters Jan 27, 2026
Refreshing to hear a politician speak the truth. All Americans should listen to this and see the Orange Turd is the instigator to this “lose-lose” trade war now underway.
Refreshing to hear a politician speak the truth. All Americans should listen to this and see the Orange Turd is the instigator to this “lose-lose” trade war now underway.
Criticizes Trump's trade war policy while using derisive humor ('Orange Turd') to mock the opposing political figure.
@allengrigg7553 Mar 4, 2025
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the far right. The same is playing out in other countries. That is the plan to gain power. Even getting people of the same ethnicity to give legimacy. Like giving testemonials to sell some crap on tv.😂 I am not surprised if people are angry, but they should get the facts, before they do something based on lies.
Criticizes government immigration policy and media narratives as propaganda, calling for transparent documentation of immigrant benefits.
true3d Aug 25, 2025
Boo boo, Canada has been taking Billions from us and charging us Tariffs. We DONT NEED CANADA. They need us not Visa-Versa. I was Born in Toronto, what a terrible Liberal Leftist Country it has …
Boo boo, Canada has been taking Billions from us and charging us Tariffs. We DONT NEED CANADA. They need us not Visa-Versa. I was Born in Toronto, what a terrible Liberal Leftist Country it has become including “ No Freedom Of Speech “. Trudeau is in competent and one speech doesn’t change that. Face it Canada !
Criticizes Canadian policy and Trudeau's competence while asserting Canadian identity (born in Toronto) and framing Canada as a 'Liberal Leftist Country' with identity-based concerns.
@bobbyg4100 Mar 4, 2025
Why is about the money being 'saved'? Why pose it that way Vassy? What about the the LEGITIMATE Canadians who, as a result of this policy, are suffering or waiting for life sustaining care?
Why is about the money being 'saved'? Why pose it that way Vassy? What about the the LEGITIMATE Canadians who, as a result of this policy, are suffering or waiting for life sustaining care?
Critiques the framing of immigration policy savings while raising concerns about impacts on Canadian citizens' access to healthcare.
mikedrop8865 Feb 24, 2026
Fucking with Canada is like a fart in the wind challenge to my President. Also if implementing tarrifs is so bad for American citizens, and we're the ones who are actually losing. Then why is …
Fucking with Canada is like a fart in the wind challenge to my President. Also if implementing tarrifs is so bad for American citizens, and we're the ones who are actually losing. Then why is Canada doing the same thing by imposing tariffs. Wouldn't they be screwing over their citizens then?
Critiques tariff policy logic by pointing out apparent hypocrisy in Canada's reciprocal tariffs while questioning the administration's reasoning.
@thedude5510 Mar 4, 2025
NOPE! \n\nSORRY OUR MILITARY IS NOT W SOCIAL EXPERIMENT
NOPE! \n\nSORRY OUR MILITARY IS NOT W SOCIAL EXPERIMENT
Rejects military policy as a 'social experiment,' expressing opposition to specific government action.
@LordDirus007 Mar 4, 2025
I’m surprised that USA isn’t trying to keep a good relationship with its neighbours
I’m surprised that USA isn’t trying to keep a good relationship with its neighbours
Questions US diplomatic strategy toward neighboring countries, implicitly critiquing relationship management policy.
@daus6035 Mar 4, 2025
The spineless coward speaks. This guy is hilarious. He chooses to hurt his own Canadian people all the time but all of a sudden he turns over a new leaf wow
The spineless coward speaks. This guy is hilarious. He chooses to hurt his own Canadian people all the time but all of a sudden he turns over a new leaf wow
Criticizes Trudeau's policies as harmful to Canadians while using derisive language ('spineless coward'), focusing on policy impact.
@04tsxpower Mar 4, 2025
Thanks to the genius DT!!!\nA joker who always praised himself for the wrong reasons \nDT go home you are out!!!
Thanks to the genius DT!!!\nA joker who always praised himself for the wrong reasons \nDT go home you are out!!!
Criticizes Trump's leadership and self-promotion while implicitly calling for his removal from office.
@alantsang8169 Mar 4, 2025
This clown was supposed to leave his position yet still there to hurt Canada
This clown was supposed to leave his position yet still there to hurt Canada
Criticizes the political leader's continued presence in office and alleged harm to Canada, combining personal attack with policy disagreement.
@johnreimer3807 Mar 4, 2025
How did Canada get like this re cost of living though? This cannot be immigrants fault, has to be blamed on the decisions made by your government. Though immigrants going to your country not having …
How did Canada get like this re cost of living though? This cannot be immigrants fault, has to be blamed on the decisions made by your government. Though immigrants going to your country not having enough money and depending on your food banks helped strain the system
Critiques government economic policy as primary cause of cost-of-living crisis while acknowledging immigrants' strain on social services.
Tshy-2025 Aug 25, 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)