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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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of 487,977 total
Coverage
9.1%
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14
of 14 discourse types
Avg Confidence
0.807
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Model
Claude Haiku
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Policy Critique

5,980 comments
Page 13 of 299
Professor Jeffrey Sachs put it well regarding Trumps deficits with countries and so charging them tariffs…. “it’s like you maxed out your credit card all over town and then blamed the businesses who sold you …
Professor Jeffrey Sachs put it well regarding Trumps deficits with countries and so charging them tariffs…. “it’s like you maxed out your credit card all over town and then blamed the businesses who sold you those goods and services for selling them to you”!!
Uses an analogy to critique Trump's tariff and deficit policies, analyzing government economic decisions.
@maxmartin7080 Mar 4, 2025
Up to a $420 tax cut. What a joke.
Up to a $420 tax cut. What a joke.
Dismisses a tax cut policy as inadequate, expressing skepticism about its value.
E2680-l5y Jan 11, 2026
Honestly I like Trump because he is anti woke but his economic policies are downright dumb…
Honestly I like Trump because he is anti woke but his economic policies are downright dumb…
Balanced critique acknowledging Trump's appeal on cultural issues while criticizing his economic policies.
@kianricharddasilva9575 Mar 4, 2025
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest the fragile economy and lack of workers, an increasingly older population, and overcrowded nursing homes. 😅
Analyzes cyclical policy failures and contradictory government responses to immigration and labor market pressures.
CauêAleixo Nov 21, 2025
Not their fault, the govenment didnt control immigration properly
Not their fault, the govenment didnt control immigration properly
Directly critiques government failure to properly control immigration policy.
jayjaysan4955 Jan 27, 2026
A speech by one of the worst presidents in the world.
A speech by one of the worst presidents in the world.
Direct criticism of a political leader's performance and record.
@SamuelObierojr Mar 5, 2025
Immigration, housing, defence, fiscal, taxes.. there isn't a file that this putrid government hasn't wrecked.
Immigration, housing, defence, fiscal, taxes.. there isn't a file that this putrid government hasn't wrecked.
Broadly criticizes government handling of multiple policy areas including immigration, housing, and fiscal management.
BC-yd6dl Oct 5, 2025
Trump is violating his own USMCA Trade agreement in place today. So when he wonders which numb nut put it in place he’s talking about himself. If he’s trying to point the finger at someone …
Trump is violating his own USMCA Trade agreement in place today. So when he wonders which numb nut put it in place he’s talking about himself. If he’s trying to point the finger at someone who fell asleep at the wheel for the trade deficit, there are multiple factors INCLUDING HIMSELF.
Detailed critique of Trump's trade policy and USMCA agreement violations with analytical reasoning.
@MyLil_Buttercup Mar 4, 2025
Really its canada's fault for allowing these diploma mills to exist.
Really its canada's fault for allowing these diploma mills to exist.
Critiques Canadian government policy for allowing diploma mills to operate.
cadillaclmdhv8 Jan 27, 2026
TFW are a scam by both the government and the companies who use them.
TFW are a scam by both the government and the companies who use them.
Directly critiques Temporary Foreign Worker program as a scam involving government and corporate actors.
brendastebeleski6168 Feb 18, 2026
Two words.... Justin Trudeau 💩 💩
Two words.... Justin Trudeau 💩 💩
Blames Justin Trudeau and liberal government for immigration problems through dismissive shorthand.
SClarkeJr Aug 27, 2025
These are your tariffs Trudeau not Trumps??- you are nothing but a liar and instigator !!!\n\nMirroring your own self image \nYou’re the issue!\nYou and your playmate Singh!\n\nHell has her mouth wide open with you and …
These are your tariffs Trudeau not Trumps??- you are nothing but a liar and instigator !!!\n\nMirroring your own self image \nYou’re the issue!\nYou and your playmate Singh!\n\nHell has her mouth wide open with you and every Liberal/ NDP on it!!!\n\nYou’re a disgrace to all things true!!!
Harshly criticizes Trudeau and coalition government policies while implicitly calling for political change through inflammatory language.
@mandycote5662 Mar 4, 2025
The US didn't declare a trade war, we didn't want it either. President Trumpski did this all on his own.
The US didn't declare a trade war, we didn't want it either. President Trumpski did this all on his own.
Critiques Trump's trade war policy as unilateral and undesired, analyzing government decision-making.
@thomast6741 Mar 4, 2025
sadly the once great refugee system has been destroyed
sadly the once great refugee system has been destroyed
Expresses regret about the deterioration of Canada's refugee system, critiquing past policy decisions.
DouglasTodd-o8u Dec 26, 2025
Immigration officials are NOW investigating… Too bad they didn’t do their jobs before allowing them in..
Immigration officials are NOW investigating… Too bad they didn’t do their jobs before allowing them in..
Directly criticizes immigration officials and government processes for failing to properly vet individuals before admission.
@Mugs-i4q Feb 19, 2026
Decisions made by politicians and consequences. Irreversible and already too late.
Decisions made by politicians and consequences. Irreversible and already too late.
Brief critique of political decision-making and its irreversible consequences regarding immigration policy.
kymelezeus4409 Aug 26, 2025
I’m Canadian and can’t stand Trudeau. Turning down that natural gas deal with Japan was a damn disgrace!
I’m Canadian and can’t stand Trudeau. Turning down that natural gas deal with Japan was a damn disgrace!
Self-identified Canadian criticizing Trudeau's specific policy decision (rejecting natural gas deal with Japan) as a disgrace.
@anthonyromeo1988 Mar 4, 2025
Of all the tariffs Canada imposes, Canadians will never see a dime of it and our deficit, will never decrease. Trudeau is the cause for all the taxes and crimes here in Canada. He is …
Of all the tariffs Canada imposes, Canadians will never see a dime of it and our deficit, will never decrease. Trudeau is the cause for all the taxes and crimes here in Canada. He is a moron and money wasting child.
Criticizes government fiscal policy (tariffs, deficit, taxes) and blames leadership, with economic impact concerns.
@robynvan828 Mar 4, 2025
Suddenly he want to fight drugs while for past years you legalize every possible drug i Canada. You should be ashamed of yourself Trudeau. When Trump wanted to put tarrifs on Canada you were gone …
Suddenly he want to fight drugs while for past years you legalize every possible drug i Canada. You should be ashamed of yourself Trudeau. When Trump wanted to put tarrifs on Canada you were gone to Portugal apart of making a deal with the guy. Now you cry like a little guy and blaming Trunp for everything while you wasnt even here to negotiate and you shut down Canadian government for your own partisan purpose and government does not exist right now in Canada just because you afraid of loosing election so you just trying to survive as a PM for as long as possible. Not trump but YOU destroyed Canada and its economy and making Canadians life harder and harder and spending our tax money all over the world
Sustained criticism of Trudeau's drug policy, trade negotiations, and government management with economic impact claims.
@MissLuErAn Mar 4, 2025
One fix would be to not let TFW or student visas that are denied renewal to claim asylum.
One fix would be to not let TFW or student visas that are denied renewal to claim asylum.
Proposes specific policy reform to close perceived loopholes in temporary worker and student visa asylum claims.
blakebeehler3392 Feb 24, 2026
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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)