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
1:47 There's no employment for people in Canada or coming to Canada. Everything seams to be shutting down. The dollar exchange value make's it more expensive for items to buy.
1:47 There's no employment for people in Canada or coming to Canada. Everything seams to be shutting down. The dollar exchange value make's it more expensive for items to buy.
Focuses on employment scarcity, economic shutdowns, and currency/purchasing power issues as reasons against immigration.
NormanBjornson
Apr 15, 2025
Organized corporate plan to bring in cheap exploitable, unskilled, labour under the label "student", get them to full time work, who pay for the placement in exchange for documents, in addition to gov subsidies to …
Organized corporate plan to bring in cheap exploitable, unskilled, labour under the label "student", get them to full time work, who pay for the placement in exchange for documents, in addition to gov subsidies to corps. No housing, no infrastructure, no accountability, tanked wages. Extra comma$ in CEO bank accounts, modern day slavery.
Focuses on economic exploitation, wage suppression, corporate profit, and labor market impacts of immigration policy.
Kuniokub
Jun 23, 2025
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when …
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when the family get here they stop supporting them and the Canadians has to maintain them. It also become a burden on
Commenter references personal knowledge of sponsorship cases and argues that family immigration creates economic burden on taxpayers through healthcare and social support costs.
nas8040
Apr 14, 2025
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Argues that Canada's financial resources should prioritize domestic citizens over foreign aid and immigration, framing it as an economic sustainability issue.
IvanCelleri-k7s
Apr 16, 2025
Not true. Majority of canadians dont want migrants. -no well payed jobs - migrants taking minimum wage jobs. Our western provinces cant support migrants on welfare. Our health care is failing due to influx
Not true. Majority of canadians dont want migrants.
-no well payed jobs
- migrants taking minimum wage jobs.
Our western provinces cant support migrants on welfare.
Our health care is failing due to influx
Lists economic concerns (job competition, welfare burden, healthcare strain) as reasons to oppose immigration, with some alarmist framing.
Howiex-is8gq
Feb 11, 2026
blame our corporate overlords for being cheap.
blame our corporate overlords for being cheap.
Attributes immigration issues to corporate cost-cutting and labor exploitation rather than immigration policy itself.
gurvirsingh8118
Jun 20, 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
Ur canadian dollar is worthless.....ur population not big enough to suppporr themselves....actually is the other way round
Ur canadian dollar is worthless.....ur population not big enough to suppporr themselves....actually is the other way round
Critiques Canada's economic viability through currency devaluation and population-to-resource ratio arguments.
Economic Argument
0.85
@jeffralchin8344
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
Donald thinks he is running a business with profit and loss. Does he reliaze that by increasing Tariffs he is hurting Americans? Eventually, Canada will find other markets to sell their products.
Donald thinks he is running a business with profit and loss. Does he reliaze that by increasing Tariffs he is hurting Americans? Eventually, Canada will find other markets to sell their products.
Critiques Trump's tariff policy through economic reasoning about harm to Americans and Canada's market alternatives.
@khaldmohammad1833
Mar 4, 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
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
The problem is tariffs don't hurt the government, they hurt the people
The problem is tariffs don't hurt the government, they hurt the people
Analyzes the economic impact of tariffs, arguing they harm ordinary people rather than government entities.
Economic Argument
0.85
@stormy317
Mar 4, 2025
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
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)