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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 207 of 299
@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
You don't need to worry about us, the American people. You must worry about your people. You will go down, if you don't agree with our terms. No more SUCKING!!!!
You don't need to worry about us, the American people. You must worry about your people. You will go down, if you don't agree with our terms. No more SUCKING!!!!
Uses threatening language ('you will go down') and expresses coercive demands, framing U.S.-Canada relations as adversarial.
@blackwolf3010 Mar 4, 2025
Why is this liar still there, didn't he suppose to have stepped down!
Why is this liar still there, didn't he suppose to have stepped down!
Comment questions the legitimacy of a political leader's continued tenure, implying criticism of governance and calling for resignation.
@DBCKINGS Mar 4, 2025
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT OWN CORRUPTED MLA'S PEOPLE AND CORRUPTED RULING PARTY. THESE FKRS GET FUNDING FROM TERRORISTS ORGANIZATIONS EVEN FROM PAKISTAN. THEY HAVE A LONG HISTORY FROM PAKIS WHERE THEIR LEADERS AND GURUS AND THEIR SONS GOT KILLED BECAUSE OF MUSLIM RULERS BUT THEY NEW GEN CHOSE TO SHAKE HANDS WITH PAKIS.. THIS YEAR PM CARNEY IS GOING TO DEAL WITH MODI AND ALL THIS REFERENDUM BULLSHIT YOU SEE .. YOU WONT SEE THAT ANYMORE..
Criticizes Punjabi/Sikh political movements and governance while making unsubstantiated claims about terrorist funding and conspiracy theories.
gmg-o6p Jan 27, 2026
I had to stop listening to this panty waste! We have been trying to understand for TEN YEARS, what the Liberal/NDP Coalition has been doing/saying. Why did it take a President from another country, to …
I had to stop listening to this panty waste! We have been trying to understand for TEN YEARS, what the Liberal/NDP Coalition has been doing/saying. Why did it take a President from another country, to threaten tariffs for them to do their jobs? Sell Out Singh, is just as much to blame, as is Croatia Freeland, Mark “Carnage” Carney! Carney probably made a deal with DT for all of this!! I am not a fan of DT, not even close, and it pains me to agree with some of the things he’s saying. JT, says 1% of drugs come from here. That’s 1000% ? ?!! They don’t even check the ports. This dude at the border is a friend of JT’s, just like everyone in his cabinet! His old babysitter, his best man, at his wedding… IRS an absolute disgrace what’s happening here! I/we just want our country back, that’s it! We NEED an election and complete change of government! JT, the failed drama teacher, had zero business being a politician, let alone a PM!! He is the absolute disgrace of Canada! His legacy, is FAILURE. Hopefully these tariffs leave when Trudope/Carnage and Sell Out are gone from office! ??????????
Extensively criticizes Liberal government and cabinet members while making unverified claims about drug statistics and calling for election/regime change.
@unfailingcolt8928 Mar 4, 2025
The people who love PM Mark Carney are over paid GOVERNMENT EMPLOYEES who never worked in the private sector especially WOKE TEACHERS/"babysitters" & ADMINISTRATORS!
The people who love PM Mark Carney are over paid GOVERNMENT EMPLOYEES who never worked in the private sector especially WOKE TEACHERS/"babysitters" & ADMINISTRATORS!
Criticizes government employees and teachers as beneficiaries of immigration policy while expressing broader discontent.
jasonviking Jan 27, 2026
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
These comments have to be bots ?. Trudeau is one of the worst leaders the world has ever seen. Took away Canadians rights. Took away free speech. Just to name a few. But he gives …
These comments have to be bots ?. Trudeau is one of the worst leaders the world has ever seen. Took away Canadians rights. Took away free speech. Just to name a few. But he gives one good speech and all is forgotten?? Like I said, these comments HAVE to be bots lmaoo ?.
Criticizes Trudeau's policies on rights and free speech while questioning the authenticity of supportive comments.
@GodOfDestructionVegeta27 Mar 4, 2025
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
Comment critiques government immigration policy as economically motivated, framing wealthy immigrant recruitment as a revenue strategy.
dorianmode69 Jan 27, 2026
Trudeau needed Jagmeets whole village to get NDP support. Trudeau was the problem.
Trudeau needed Jagmeets whole village to get NDP support. Trudeau was the problem.
Critiques Trudeau's political dealings with NDP leader Jagmeet Singh, implying problematic ethnic/identity-based political arrangements.
troump-the-pervrt-peeg Sep 19, 2025
Trudeau is a gutless spineless snake \nThe most hated dictator in Canada
Trudeau is a gutless spineless snake \nThe most hated dictator in Canada
Harshly criticizes Trudeau's leadership while making a nationalist claim about Canadian sentiment.
@sawfishv6565 Mar 4, 2025
There tariff's Trump is levying on Canada are BS. Less than 1% of illegal migration comes from Canada and 0.02% of all Fentanal comes into the US from Canada. Conversely, The US imports over half …
There tariff's Trump is levying on Canada are BS. Less than 1% of illegal migration comes from Canada and 0.02% of all Fentanal comes into the US from Canada. Conversely, The US imports over half its oil from Canada, and 45% of its gas from Canada.
Critiques Trump's tariffs as unjustified while presenting specific statistics about migration and fentanyl flows to support the argument.
@jknox2 Mar 4, 2025
*Premier Smith herself begged and pleaded with Trudeau for more immigration to Alberta.* Hopefully Canadians in Alberta see through this CONs constant lies.
*Premier Smith herself begged and pleaded with Trudeau for more immigration to Alberta.* Hopefully Canadians in Alberta see through this CONs constant lies.
Accuses Premier Smith of hypocrisy by claiming she previously requested immigration while now opposing it; combines critique with potential factual dispute.
@In_toxicologist Feb 20, 2026
18'000 out, but immigration says they're bringing in over a million a year. Literally a drop in a bucket.
18'000 out, but immigration says they're bringing in over a million a year. Literally a drop in a bucket.
Critiques deportation policy as inadequate relative to immigration intake, using an unverified comparison ('over a million a year') to frame the argument.
-TBH- Dec 27, 2025
Trudeau himself and his liberal government has destroyed the country for their own personal gain.
Trudeau himself and his liberal government has destroyed the country for their own personal gain.
Criticizes government policy and leadership while making unsubstantiated claim about personal gain without evidence.
@WalterSchwartz-l5k Mar 4, 2025
Dude you broke the law right there by buying a knife to defend yourself…
Dude you broke the law right there by buying a knife to defend yourself…
Questions the legality of self-defense with a knife, implicitly critiquing Canadian weapons laws as overly restrictive.
maxtvtvtv8623 Jan 27, 2026
Indians are least of their problems..
Indians are least of their problems..
Defends Indians as a group by arguing they are not the primary problem, implicitly critiquing misdirected blame and policy focus.
The_Winter_Owl Jan 27, 2026
Problem in Canada is open borders and socialist spending
Problem in Canada is open borders and socialist spending
Identifies open borders and spending policies as root problems, combining policy and economic critique.
kirk.w.mclaren Nov 25, 2025
The Orange one is NOT smart. Quit acting like he is.
The Orange one is NOT smart. Quit acting like he is.
Dismisses Trump's intelligence and criticizes his portrayal in media or discourse.
@vet2023 Mar 4, 2025
Close all illegal colleges, they are fake colleges just working as nursery for mass immigration.
Close all illegal colleges, they are fake colleges just working as nursery for mass immigration.
Calls for policy action against illegal colleges while making unsubstantiated claim about their purpose as immigration vehicles.
MullBatoora-kf6cj Sep 19, 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)