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
Yet we send billions to Ukraine while Canadian's can't afford food, shelter let alone pay bills. Canadians get punished for hard work and any additional income is subjected more taxes. Sad reality.
Yet we send billions to Ukraine while Canadian's can't afford food, shelter let alone pay bills. Canadians get punished for hard work and any additional income is subjected more taxes. Sad reality.
Contrasts government spending on Ukraine with domestic economic hardship and tax burden on Canadians.
stephanmoon7960
Jan 12, 2026
But food cost 500% more in the last 6 years thanks for nothing
But food cost 500% more in the last 6 years thanks for nothing
Criticism of government response to inflation, claiming food costs have risen dramatically while assistance is insufficient.
AndrewGibson-n8c
Jan 14, 2026
Canada is too small (by population) to really make a difference. In other words, this will harm Canada more than the United States. BTW, fentanyl does have its medicinal purposes.
Canada is too small (by population) to really make a difference. In other words, this will harm Canada more than the United States. BTW, fentanyl does have its medicinal purposes.
Analyzes economic impact of tariffs on Canada relative to the US, arguing Canada will be harmed more.
Economic Argument
0.85
@jimziemer474
Mar 4, 2025
Great, erase the middle class then give them tax breaks...
Great, erase the middle class then give them tax breaks...
Critiques immigration policy through an economic lens, arguing it harms the middle class while providing tax benefits to others.
jarvisalden9019
Jan 14, 2026
USA ggonna be so rich, Canada will be so poor
USA ggonna be so rich, Canada will be so poor
Predicts economic divergence between USA and Canada, framing it as a comparative economic outcome.
@F0000-g2d
Mar 5, 2025
If the government is saying $57000 is middle to lower class , what the hell is $29000 disabled pay ??. It must be poverty living .
If the government is saying $57000 is middle to lower class , what the hell is $29000 disabled pay ??. It must be poverty living .
Critiques income classifications and highlights the poverty conditions of disabled individuals on government support.
garyfaulds2613
Jan 4, 2026
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
Criticizes policy for failing to deliver economic benefits to Canadian citizens, focusing on financial impact.
owenmonaco7817
Jan 15, 2026
So that’s why Trump wants the rare minerals from Ukraine….. He won’t be getting much of them from Canada anymore or it’ll cost him much more.
So that’s why Trump wants the rare minerals from Ukraine….. He won’t be getting much of them from Canada anymore or it’ll cost him much more.
Comment discusses trade implications and mineral costs between countries, framing Canada's position relative to the US in economic terms.
@anyaw3519
Mar 5, 2025
Enjoy your short battle, Canada imports 75 % from the USA, USA 15% from Canada, Guess who will win ?
Enjoy your short battle, Canada imports 75 % from the USA, USA 15% from Canada, Guess who will win ?
Commenter uses trade statistics to argue economic leverage in a Canada-USA dispute, framing it as a competitive comparison between nations.
@armandoduarte9056
Mar 5, 2025
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
Argues that immigration policy enables wage suppression and labor exploitation for economic gain.
Chriss-oy2nk
Jan 27, 2026
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
57k is poverty in 2026
57k is poverty in 2026
Comment critiques the adequacy of wages/income ($57k) in the context of current economic conditions, framing it as insufficient.
Economic Argument
0.85
Terry_Aki_Soss
Jan 6, 2026
the hypocricy of cannadians...just go to the public records and search for . income generated to the country from INDIANS & CANIDAINS . the ratio is 63% - 37%... imagine if all INDIANS quit staying …
the hypocricy of cannadians...just go to the public records and search for . income generated to the country from INDIANS & CANIDAINS . the ratio is 63% - 37%... imagine if all INDIANS quit staying there and fly back to other countries. you guys will crumble with inflation
Presents economic statistics and argues immigrants generate more income than native Canadians, with underlying identity-based framing.
nikhilreddy5084
Jan 27, 2026
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
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
Wild it costs 6k to get to states. I say that because the Canadian government gives them 8k when they get here
Wild it costs 6k to get to states. I say that because the Canadian government gives them 8k when they get here
Critiques government financial incentives for immigrants by comparing relocation costs to settlement benefits provided.
soulman83michaelsoul54
Jan 27, 2026
🎉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
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
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
Capitalist wants cheap labour thats the reality
Capitalist wants cheap labour thats the reality
Critiques capitalist exploitation of immigration for cheap labor, framing it as an economic motivation underlying policy.
azrael9127
Jan 27, 2026
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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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