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
*ITs your kids futures folks* CANADA is badly in debt with ZERO to show for it MINUS double the population
*ITs your kids futures folks* CANADA is badly in debt with ZERO to show for it MINUS double the population
Expresses concern about Canada's debt and population growth as economic problems affecting future generations, combining fiscal anxiety with demographic concern.
timedmonds3
Dec 30, 2025
So we paid to bring g them here. Then paid to house and feed them. Now we are paying to send them home. This is moronic.
So we paid to bring g them here. Then paid to house and feed them. Now we are paying to send them home. This is moronic.
Critiques the financial inefficiency of immigration policy through enumeration of government spending across the immigration lifecycle.
sampirro6625
Dec 31, 2025
If Trump wants less expensive eggs from Canada, think again. Canada should impose a 25% tariff on eggs if that has not happened yet.
If Trump wants less expensive eggs from Canada, think again. Canada should impose a 25% tariff on eggs if that has not happened yet.
Discusses tariff policy as an economic response to Trump's trade demands regarding egg prices.
@ianlock1330
Mar 4, 2025
400 a week isn't anywhere close enough. Should be 10x that.
400 a week isn't anywhere close enough. Should be 10x that.
Argues that financial support ($400/week) is insufficient, focusing on economic adequacy.
Economic Argument
0.85
xbox360fan1956
Dec 25, 2025
Canada needs the United States more than we need the Canadians. They have a 200 billion trade deficit with the US and just about everything we get from Canada, we can produce right here in …
Canada needs the United States more than we need the Canadians. They have a 200 billion trade deficit with the US and just about everything we get from Canada, we can produce right here in our country. Energy, lumber, produce etc.\nThere might be a little discomfort in the beginning but a year from now America will be better off.
Focuses on trade deficits, economic self-sufficiency, and comparative economic advantage between US and Canada.
@andrewmiska
Mar 4, 2025
Would be wonderful if true. The illegals cost more if let in the country. I'm all for my tax money to be spent on removing them from the country.
Would be wonderful if true. The illegals cost more if let in the country. I'm all for my tax money to be spent on removing them from the country.
Focuses on cost of undocumented immigrants and tax spending, framed as economic concern with implicit policy position on deportation.
ImpalerVlad
Dec 25, 2025
I live in cape Breton Island in canwda and I can remember renting a 3 bedroom house for 500 a mont now a one bedroom apartment is 800 a month, u can't find houses/apartments anymore …
I live in cape Breton Island in canwda and I can remember renting a 3 bedroom house for 500 a mont now a one bedroom apartment is 800 a month, u can't find houses/apartments anymore because of all the foreign peopl they brought in. Trying to get a job is also retarded because they higher the foreign people first because the government pays so much of their salary , I just wish they'd all go back the fuck from where they came from easy as that
Combines housing cost inflation and job competition claims with xenophobic framing about foreign workers and demographic anxiety.
ChristianMingle902N.S
Jan 27, 2026
Wow, they got great holidays at the taxpayers expense. Why should we have to pay for them? Don't bring them here to begin with.
Wow, they got great holidays at the taxpayers expense. Why should we have to pay for them? Don't bring them here to begin with.
Focuses on taxpayer burden and cost of supporting asylum seekers as primary concern.
EvalynChuran
Dec 29, 2025
High immigration. High housing costs. High food prices. Thank a Liberal voter.
High immigration. High housing costs. High food prices. Thank a Liberal voter.
Links immigration to housing and food costs while blaming a political group, combining economic grievance with partisan identity framing.
Redneckboy991
Jun 20, 2025
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Argues Canada needs immigrants for population/economic reasons but calls for stricter selection criteria based on economic contribution.
dannybuoy138
Apr 15, 2025
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't …
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't work and profit from the money give from government about time Canada put is pants
Argues that immigrants remit money abroad and exploit government benefits rather than contributing economically to Canada.
dedem366
Apr 19, 2025
🎉Absolutely only citizens living and working here should be entitled to this privilege of buying property or renting here. This will definitely easy the housing crisis.
🎉Absolutely only citizens living and working here should be entitled to this privilege of buying property or renting here. This will definitely easy the housing crisis.
Argues that restricting property/rental access to citizens would address the housing crisis, framing immigration as an economic problem.
mightypaws2645
Apr 18, 2025
Canadian are going through same as American people hegfund buy up all home apartments, they control prices. 17:19
Canadian are going through same as American people hegfund buy up all home apartments, they control prices. 17:19
Discusses housing market control and price manipulation as an economic issue affecting both Canada and America.
WillieSims-d7s
Apr 17, 2025
To purchase a trailer in alberta canada it costs 157,000 to purchase. 960.00/month.
To purchase a trailer in alberta canada it costs 157,000 to purchase. 960.00/month.
Provides specific cost information about purchasing a trailer in Alberta, relevant to economic considerations of living in Canada.
Economic Argument
0.85
@kataleenawinemixer
Mar 6, 2025
So how much money are u gonna send this time to other parts of the world as help while canadian families live paycheck to paycheck?
So how much money are u gonna send this time to other parts of the world as help while canadian families live paycheck to paycheck?
Questions government spending priorities on international aid versus domestic economic hardship, framing immigration/aid policy through economic impact lens.
@mikaylag4233
Mar 4, 2025
The real reason for the tariffs is because it has never been fair for the United States we pay more taxes for products in Canada in Mexico in Europe and it's always been like that …
The real reason for the tariffs is because it has never been fair for the United States we pay more taxes for products in Canada in Mexico in Europe and it's always been like that and it's sad that it has to come to this in order for everybody to pay their fair share. That's the real reason. it'sad that countries are mad because they can't continue to rip off the United States. if there's fair trades there are no tariffs period
Focuses on tax disparities and trade fairness as justification for tariffs, centering economic inequality as the core issue.
@kobii45
Mar 4, 2025
I personally think that Tariffs are not going to be good for US economy long term, i also think that if Trump is too heavy with Canada they might become hostile towards America long term
I personally think that Tariffs are not going to be good for US economy long term, i also think that if Trump is too heavy with Canada they might become hostile towards America long term
Commenter expresses concern about tariffs' long-term economic impact and potential diplomatic consequences between nations.
@emang3293
Mar 5, 2025
Canada is still taking in 400k immigrants this year, that is no small number. Just building homes for 400k people in the major cities is a challenge.
Canada is still taking in 400k immigrants this year, that is no small number. Just building homes for 400k people in the major cities is a challenge.
Focuses on the practical economic challenge of housing infrastructure needed to accommodate 400k immigrants annually.
temper44
Feb 11, 2026
Canada doesn't practice fair trade with the US. DJT is fixing it. Get over it, we're tired of being screwed.
Canada doesn't practice fair trade with the US. DJT is fixing it. Get over it, we're tired of being screwed.
Focuses on trade fairness and economic disadvantage to Canada, with comparative framing against the US.
@sparkstigator
Mar 4, 2025
Canada’s economy is weak. The migrants they allowed into their country are now misplaced because of lack of opportunities.
Canada’s economy is weak. The migrants they allowed into their country are now misplaced because of lack of opportunities.
Argues that Canada's weak economy and lack of opportunities for migrants is a consequence of immigration policy.
@frankalbertyap9132
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)