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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 98 of 299
Trump doesn’t care about his own people let alone drug addicts, and why do we keep forgetting that he’s a pathologically lying criminal? Tired of politicians having to compliment the Emperor’s clothes for the sake …
Trump doesn’t care about his own people let alone drug addicts, and why do we keep forgetting that he’s a pathologically lying criminal? Tired of politicians having to compliment the Emperor’s clothes for the sake of diplomacy
Criticizes Trump's character and diplomatic approach while questioning the necessity of political compliments for diplomatic relations.
@amikonesis Mar 4, 2025
to little to late tanks to Trudeau Miller and COmpany
to little to late tanks to Trudeau Miller and COmpany
Criticizes government leadership for delayed immigration action, blaming specific politicians for policy failures.
yveslorange2689 Dec 31, 2025
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate …
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate people,Canada is place of educated people especially into government institutions which be police department,which be army department,which be intelligent department,parliament members should focus on merit base and democracy.
Argues for merit-based immigration policy and criticizes current system for hiring unqualified people in government institutions.
A.mirzayee Sep 28, 2025
By voting for the Liberal Party, Canadians finally got what they wanted. They deserved it.
By voting for the Liberal Party, Canadians finally got what they wanted. They deserved it.
Criticizes the Liberal Party's policies as responsible for negative outcomes, implying Canadians bear responsibility for their electoral choices.
間宮レナ Jan 29, 2026
This happened because Trump makes stuff up and doesn’t understand anything, to incl the consequences of his nonsense. Trump believes he’s playing 4D chess, when really he’s just performing and trying to look like a …
This happened because Trump makes stuff up and doesn’t understand anything, to incl the consequences of his nonsense. Trump believes he’s playing 4D chess, when really he’s just performing and trying to look like a legit POTUS, the same way he does all kinds of silly stuff to pretend he’s some kind of genius businessman.\n\nThe fact that he kisses Putin’s butt and talks about falling in love with that lunatic who runs North Korea while insulting every friendly nation who calls us a friend is disgusting.
Critiques Trump's decision-making and foreign policy approach while making moral judgments about his character and alliances.
@mizkomunikation9478 Mar 4, 2025
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc …
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc before letting them settle. It is your country do something otherwise this is bad!
Critiques immigration policy and calls for stricter vetting standards while asserting national identity boundaries and urging government action.
EverythingyouliketoseebyDM Jan 29, 2026
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be …
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be blamed...
Critiques government policy for attracting migrants with false promises and then blaming them for integration issues.
quantum-entanglement-string Jan 27, 2026
As a Canadian I have no use for that useless pos Trudeau. Can’t wait till I never see the loser again.
As a Canadian I have no use for that useless pos Trudeau. Can’t wait till I never see the loser again.
Canadian expressing strong disapproval of Prime Minister Trudeau, framing him as ineffective and untrustworthy.
@gregwanner2543 Mar 4, 2025
Voted for a traitor party Liberals, got betrayed. Stupidity+ no accountability + hypocrite + wokeness = eliminated a whole country once was prosperity No surprise here, idiots ignorance Canadians
Voted for a traitor party Liberals, got betrayed. Stupidity+ no accountability + hypocrite + wokeness = eliminated a whole country once was prosperity No surprise here, idiots ignorance Canadians
Criticizes Liberal government accountability and policies (wokeness, immigration) as causing national decline, with dismissive framing of Canadian voters.
walkmanutd19 Jun 18, 2025
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Criticizes government immigration policy as destructive while framing it as a betrayal of the nation.
dirtydan9032 Jan 29, 2026
So, you spent all this money, and at the end, the result is 25% US tariffs ??. This simply shows how a lapdog Canada is.
So, you spent all this money, and at the end, the result is 25% US tariffs ??. This simply shows how a lapdog Canada is.
Criticizes Canada's negotiating outcome (25% tariffs) as evidence of weak policy/diplomatic performance, with identity framing of Canada as subservient.
@argenin-xp4nh Mar 4, 2025
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty …
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty of this nonsense.
Critiques deportation insufficiency and employment practices favoring foreign workers over Canadian-born pilots, combining labor and national preference concerns.
donmiester45 Dec 25, 2025
Justin ??? Spreading leftist propaganda obviously
Justin ??? Spreading leftist propaganda obviously
Accuses the speaker of spreading propaganda with ideological framing ('leftist propaganda').
@UrbanMonk-pd9sv Mar 4, 2025
Canadian here. Wake up Canadians. Many people are praising Trudeau for this speech. Don't. He is out as Liberal leader within the week. He doesn't have to follow through on anything he said. Plus, he …
Canadian here. Wake up Canadians. Many people are praising Trudeau for this speech. Don't. He is out as Liberal leader within the week. He doesn't have to follow through on anything he said. Plus, he just stated that he's smart enough to suggest that Trump just put a 25% tax on Canadian goods for Americans but he also thinks that you are dumb enough not to realize that he just put a 25% tax on Canadians for American goods. Trudeau basically created the situation for these tariffs (open border to let anyone come here). He loves this as he gets to take the apparent moral high ground for the first time in his life and wants this speech to be the way he is remembered rather than years of failing Canada. Forget about the last 9 years and vote Liberal if you are a fool.
Canadian commenter provides detailed critique of Trudeau's policies and political motives, with personal identity assertion ('Canadian here').
@alexlongfield2113 Mar 4, 2025
RUBBISH! Brampton, Ontario has not been "a small, farm town" since the early 1800's. Brampton is squarely located in the Golden Horseshoe which hugs the western shore of Lake Ontario, from Oshawa to Niagara Falls, …
RUBBISH! Brampton, Ontario has not been "a small, farm town" since the early 1800's. Brampton is squarely located in the Golden Horseshoe which hugs the western shore of Lake Ontario, from Oshawa to Niagara Falls, in one of Canada's most densely-populated regions.
User fact-checks the video's characterization of Brampton's history and geography, critiquing the accuracy of the narrative presented.
buzzthruwith3193 Jan 28, 2026
If 79,000 students go missing, I assume this is 79,000 cases of fraud. The Canadian Govt should be arranging mass deportation for these individuals using smart systems available.
If 79,000 students go missing, I assume this is 79,000 cases of fraud. The Canadian Govt should be arranging mass deportation for these individuals using smart systems available.
Criticizes government inaction on student visa fraud and calls for mass deportation as a policy solution.
whoknowstrand732 Sep 29, 2025
Falsedeau thinks Trump gives a s**t what he says. NOT!! This guy will be gone hopefully sometime in March. His soon to be replacement is very conservative! He and Trump will get along just fine. …
Falsedeau thinks Trump gives a s**t what he says. NOT!! This guy will be gone hopefully sometime in March. His soon to be replacement is very conservative! He and Trump will get along just fine. I believe most Canadians are fed up with falsedeau.
Criticizes Trudeau's relevance and predicts his replacement with a conservative leader; includes unverified claim about his departure timing and successor's alignment with Trump.
@garypyland8774 Mar 4, 2025
You get what you vote for, Elbows up for more than 10 years I'm a senior in this country and I'm pissed
You get what you vote for, Elbows up for more than 10 years I'm a senior in this country and I'm pissed
Personal account of frustration with government leadership over a decade, critiquing voting outcomes and policy direction.
buskerjames Aug 25, 2025
Don't be fooled by Trudeau he has economically devastated our country.\nHe doesn't care about Canadians he cares about the WEF agenda.
Don't be fooled by Trudeau he has economically devastated our country.\nHe doesn't care about Canadians he cares about the WEF agenda.
Criticizes Trudeau's economic policies and makes an unverified claim about WEF agenda influence without evidence.
@sherrimunroe3480 Mar 4, 2025
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Criticizes Liberal government and 'woke' voters for destroying national pride, blending policy critique with identity-based nostalgia.
Slower-And-Less-Happy Aug 25, 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)