Research Tools
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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Economic Argument
1,276 comments
Trying to get a job now is ridiculous..... because they will all work for 17 bucks an hour and be totally happy about it. Sharing a 1 bedroom apartment with 20 people in Brampton makes …
Trying to get a job now is ridiculous..... because they will all work for 17 bucks an hour and be totally happy about it. Sharing a 1 bedroom apartment with 20 people in Brampton makes it easy, I guess.
Critiques job market conditions and wages, attributing employment difficulties to immigrants' willingness to accept low pay and crowded living situations.
Economic Argument
0.80
@mberry480
Mar 4, 2025
Well hell's bells!Tradeau needs to drop his trade cost because of inflation.Thank you!Woooooooooooo!
Well hell's bells!Tradeau needs to drop his trade cost because of inflation.Thank you!Woooooooooooo!
Calls for Trudeau to reduce trade costs due to inflation concerns, framing the issue in economic terms.
@fortheladies3177
Mar 4, 2025
Let them in under the condition they work in the trades building houses.
Let them in under the condition they work in the trades building houses.
Proposes conditional immigration policy linking admission to labor contribution in construction trades, framing immigration through economic utility.
jacksontupper8764
Jan 5, 2026
Indian money, students, businesses are keeping the Canadian economy afloat. Deal with it! Dienfranchised Unemployed Impoverished Homeless Anglos on the Dole can take a hike! You have no contribution to the GDP of Canada. Pathetic …
Indian money, students, businesses are keeping the Canadian economy afloat. Deal with it! Dienfranchised Unemployed Impoverished Homeless Anglos on the Dole can take a hike! You have no contribution to the GDP of Canada. Pathetic Whiny Losers!
Argues that Indian immigrants contribute economically while dismissing native-born citizens' economic value.
AbhishekB-r1y
Jan 27, 2026
Not all of them are shit people. But most of them are disgusting. I stopped eating fadt food when they took over. The absolute worst thing about them is the minimum wage subsidies the government …
Not all of them are shit people. But most of them are disgusting. I stopped eating fadt food when they took over. The absolute worst thing about them is the minimum wage subsidies the government gives them. The whole system regarding these people is corrupt.
Criticism of government wage subsidies and economic system corruption related to a specific group, framed as economic grievance.
Pray4Mojo1
Jan 27, 2026
Stop getting immigrants. Because you give them low wages compared to Canadian. Give Canadian jobs and spend money on Canadian to advance in their field.
Stop getting immigrants. Because you give them low wages compared to Canadian. Give Canadian jobs and spend money on Canadian to advance in their field.
Argues that immigration depresses wages for citizens and advocates prioritizing domestic workers over immigrants.
neilhenriques9435
Jan 11, 2026
He really doesn’t wanna play with Trump Trump a businessman that’s what America has become a business so it’s only fair if you’re gonna charge 25 I’m gonna charge you 25 right that makes sense
He really doesn’t wanna play with Trump Trump a businessman that’s what America has become a business so it’s only fair if you’re gonna charge 25 I’m gonna charge you 25 right that makes sense
Discusses tariff policy and retaliatory economic measures as a logical business response.
Economic Argument
0.80
@Touchofnative
Mar 4, 2025
Time to address the real crisis in Canada, over hiked taxes! Housing crisis, cap on what CEOs are taking in, the old age pension should be lowered to 60, groceries are out of fkn control!!!!!!
Time to address the real crisis in Canada, over hiked taxes! Housing crisis, cap on what CEOs are taking in, the old age pension should be lowered to 60, groceries are out of fkn control!!!!!!
Lists multiple economic grievances including taxes, housing, CEO compensation, pensions, and grocery prices.
qtpi_ontario
Jan 4, 2026
Canads owes america billions for military aid...
Canads owes america billions for military aid...
Asserts a financial claim about Canada's debt to America, framing it as an economic relationship issue.
@julianmayo5650
Mar 4, 2025
We the Americans are asking Canada to pay their fare share of trade!
We the Americans are asking Canada to pay their fare share of trade!
Focuses on trade fairness and economic burden-sharing between nations.
@mackie252007
Mar 4, 2025
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Deportation numbers are sad and should be much higher this is costing tax payers and citizens way too much money at least 100,000 per month deported like America.
Argues for higher deportation numbers based on fiscal cost to taxpayers, with comparison to US policy.
Denny-u6o
Jan 11, 2026
I honestly believe Trump wants these tariffs because the 25% tariff will go directly into government coffers and he needs money to cover the huge tax cuts he gave his cronies and the wealthy. Unfortunately, …
I honestly believe Trump wants these tariffs because the 25% tariff will go directly into government coffers and he needs money to cover the huge tax cuts he gave his cronies and the wealthy. Unfortunately, Americans will be paying this 25% tax. No winners on either side.
Analyzes tariff policy through economic lens, proposing an unsubstantiated motive (Trump needs money for tax cuts) while discussing economic impact on Americans.
@moewilson4605
Mar 4, 2025
Canada and eu has national healthcare they afford that by having the us pick up the tab
Canada and eu has national healthcare they afford that by having the us pick up the tab
Argues that Canada and EU healthcare is subsidized by US economic burden, making an economic comparison across nations.
@muddleofpuddpsn8843
Mar 4, 2025
Working from paycheck to paycheck and become homeless. ??
Working from paycheck to paycheck and become homeless. ??
Describes economic hardship and housing insecurity as lived experience of financial struggle.
Economic Argument
0.80
@kennedywong9854
Mar 4, 2025
Yey, things are about to become even more expensive....
Yey, things are about to become even more expensive....
Expresses concern about rising costs and inflation as a consequence of policy changes.
@wingberry123
Mar 4, 2025
MAGA Trumpers voted for a recession 100 times worse then anything Biden did?
MAGA Trumpers voted for a recession 100 times worse then anything Biden did?
Criticizes Trump voters for economic consequences (recession), framing the debate around economic impact and blame.
@Heccordero2
Mar 4, 2025
Canada doesnt have much production at home. they will be getting goods from Europe now and other countries paying on the top more then 40% just for logistical purposes . Canadians... everything will come from …
Canada doesnt have much production at home. they will be getting goods from Europe now and other countries paying on the top more then 40% just for logistical purposes . Canadians... everything will come from your own pocket. Think about it.
Discusses economic impacts of supply chain changes and logistics costs on Canadian consumers.
@Vanessa-l9p7q
Mar 4, 2025
Americans will now stop buying Canadian Goods because there is already pressure on groceries, also, products from countries like Australia and Europe will now come flooding into the USA.
Americans will now stop buying Canadian Goods because there is already pressure on groceries, also, products from countries like Australia and Europe will now come flooding into the USA.
Predicts economic consequences of trade tensions including consumer pressure and market shifts between countries.
@bigwickcrypto
Mar 4, 2025
Perhaps it is time for USA citizens to sell their Canadian residential real estate.
Perhaps it is time for USA citizens to sell their Canadian residential real estate.
Suggests real estate divestment strategy based on economic/political concerns about US-Canada relations.
Economic Argument
0.80
@louisemason2918
Mar 4, 2025
Look at all those pompous siuts mad because the money tree is withering . They are losing profit in outsourced contracts. All to keep thier nation under the heel of another nation that does all …
Look at all those pompous siuts mad because the money tree is withering . They are losing profit in outsourced contracts. All to keep thier nation under the heel of another nation that does all the industrial work for them.\n\nThis is an opportunity for American and any other nations to stop being handcuffed to outsourced industry. Do the hard blood sweat and tears, work that needs to be done to gain independence from Chinese industrial domination ( that the west itself birthed)
Argues that tariffs represent economic opportunity for industrial independence and reduced outsourcing dependence, framed as beneficial policy reorientation.
@Steven-ux8jv
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)