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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
Didn't touch on the prices of goods coming across the border into the US. Get a grip Frenchie, you're ripping us off, that's the reason for the tariffs, bozo! Come on mention the outrageous prices …
Didn't touch on the prices of goods coming across the border into the US. Get a grip Frenchie, you're ripping us off, that's the reason for the tariffs, bozo! Come on mention the outrageous prices on the goods we get from your country.
Focuses on pricing and trade economics as justification for tariffs, criticizing Canadian goods pricing.
@samwestover9953
Mar 4, 2025
As an American who lives on the Michigan/Canadian border, this WILL have a serious negative effect on small business. Including my carpentry shop that relies on multiple shipments from Canada per week.
As an American who lives on the Michigan/Canadian border, this WILL have a serious negative effect on small business. Including my carpentry shop that relies on multiple shipments from Canada per week.
Commenter shares personal business experience while arguing that tariffs will negatively impact small business economics.
@PCPAyLOAD
Mar 4, 2025
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used …
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used for washrooms 😂
Describes housing crisis and affordability problems with sarcastic tone about deteriorating living conditions.
D_4xe
Feb 17, 2026
The wealthy leftys dont care if average people dont have jobs, healthcare or housing
The wealthy leftys dont care if average people dont have jobs, healthcare or housing
Critiques government priorities regarding jobs, healthcare, and housing availability, framing immigration policy as economically harmful to average citizens.
paulbadics3500
Feb 18, 2026
The US has already tried the Tariff experiment.....\nTariffs in 30's by the US contributed to the great depression \nSmoot–Hawley Tariff Act. The Tariff Act of 1930 (codified at 19 U.S.C. ch. 4), commonly known as …
The US has already tried the Tariff experiment.....\nTariffs in 30's by the US contributed to the great depression
\nSmoot–Hawley Tariff Act. The Tariff Act of 1930 (codified at 19 U.S.C. ch. 4), commonly known as the Smoot–Hawley Tariff or Hawley–Smoot Tariff, was a law that implemented protectionist trade policies in the United States\nAnd obviously that didn't work, quite the opposite!\nDeliberate Economic Sabotage?\nSo much for Trump saying historically the American economy did the best under tariff policies\nTo make smart decisions you should also pay regard to history
Provides historical economic analysis of tariff policies and their negative consequences, critiquing Trump's economic approach with evidence.
@NjalLaing
Mar 4, 2025
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Discusses economic impacts of immigration (housing costs, population decline, tax base) and questions fiscal sustainability.
lachmanjohal3999
Feb 17, 2026
What's even worse is the people that work here their whole life and barely got enough to retire now can't retire or are starving because there's no more services for those people who built this …
What's even worse is the people that work here their whole life and barely got enough to retire now can't retire or are starving because there's no more services for those people who built this damn country and these new people don't give a s*** about it they're destroying everything I mean how many videos do you got to see if I'm dumping garbage and using our beaches as washrooms
Focuses on economic hardship for long-term residents unable to retire and loss of services, framed as caused by immigration and cultural degradation.
EricjSchuh
Feb 17, 2026
Immigration has had such a negative impact on so many aspects of Canadian’s Day to day life. As mentioned, Housing, Employment and Healthcare, as well as reducing wages. Mr. Kenny was absolutely right about the …
Immigration has had such a negative impact on so many aspects of Canadian’s Day to day life. As mentioned, Housing, Employment and Healthcare, as well as reducing wages. Mr. Kenny was absolutely right about the Self important elites who want cheap labourers and who are not impacted in the same was as all Canadians
Focuses on economic impacts (housing, employment, healthcare, wages) while critiquing policy decisions and elite interests.
Northern_Frost
Feb 17, 2026
Employers are mad because they are underpaying the immigrants. That’s why they hire them over Canadians. Look at Tim Hortons
Employers are mad because they are underpaying the immigrants. That’s why they hire them over Canadians. Look at Tim Hortons
Argues that employers hire immigrants because they accept lower wages, using Tim Hortons as a specific example of labor market dynamics.
darkliightXxX
Feb 14, 2026
Unfortunately, Canada is changing for the worse. Many people are unemployed. Migrants work for money that is below the subsistence level. Prices are rising. And wages are stagnant. Only migrants from third countries remain here. …
Unfortunately, Canada is changing for the worse. Many people are unemployed. Migrants work for money that is below the subsistence level. Prices are rising. And wages are stagnant. Only migrants from third countries remain here. Others return. Even young Canadians are leaving Canada for a better life.
Focuses on unemployment, wage stagnation, rising prices, and economic decline while expressing concern about demographic and economic changes.
vitalszemjon9503
Feb 14, 2026
No matter what the political view one have. Tariffs Hurt the most disadvantage the most. All the rising of prices create more crime!
No matter what the political view one have. Tariffs Hurt the most disadvantage the most. All the rising of prices create more crime!
Argues that tariffs disproportionately harm vulnerable populations and increase crime through price inflation.
@rubenlopez5433
Mar 4, 2025
Google, YouTube, Microsoft, Adobe, and IBM are all led by Indian-born CEOs. If white North Americans have such a problem with Indian immigrants, why are they still using Google and YouTube every single day?
Google, YouTube, Microsoft, Adobe, and IBM are all led by Indian-born CEOs. If white North Americans have such a problem with Indian immigrants, why are they still using Google and YouTube every single day?
Highlights economic contributions of Indian immigrants to major tech companies, countering anti-immigrant sentiment.
미이하-v6y
Feb 6, 2026
If Canadians want to pay higher taxes, go ahead and let more immigrants in.
If Canadians want to pay higher taxes, go ahead and let more immigrants in.
Links immigration policy to tax burden, framing it as an economic trade-off.
Thedon-x9i
Feb 11, 2026
These capitalists just don't wanna pay fair wages to Canadians. It's just a money making scheme for these companies. Also, you're telling me that truck tire company had to go across the Atlantic, to another …
These capitalists just don't wanna pay fair wages to Canadians. It's just a money making scheme for these companies. Also, you're telling me that truck tire company had to go across the Atlantic, to another continent to find workers? LMAO!
Critiques immigration as a corporate cost-cutting scheme that undermines fair wages for Canadian workers.
KR-xf3cg
Feb 12, 2026
It only makes benefit for capitalists to bring down the hiring costs
It only makes benefit for capitalists to bring down the hiring costs
Comment critiques immigration as economically beneficial only to capitalists through wage suppression, a class-based economic argument.
Economic Argument
0.85
kakeru123
Feb 11, 2026
That’s the harsh reality. During Trudeau’s time, Canada saw a significant influx of newcomers, which put pressure on housing, the labour market, and healthcare. It’s normal for a country to tighten immigration for a few …
That’s the harsh reality. During Trudeau’s time, Canada saw a significant influx of newcomers, which put pressure on housing, the labour market, and healthcare. It’s normal for a country to tighten immigration for a few years; lower quotas naturally mean higher requirements.
Coming on a study permit or a work permit doesn’t guarantee permanent residency. Once a temporary status expires, and if there’s no other legal pathway to stay, the person must leave Canada.
Discusses immigration's impact on housing, labour market, and healthcare; frames policy tightening as rational response to resource pressure.
firewatermoonsun
Feb 11, 2026
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a …
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a job all positions are filled by imported cheap labour workers
Focuses on labor market impacts, cheap labor undercutting wages, and unemployment rates among Canadian youth as economic consequences of immigration policy.
Mistermister-g8g
Feb 11, 2026
These companies just want cheap azz labor. I'm a Canadian citizen and went to school here for a trade and trust me it tough finding a job. In my opinion we don't need anymore immigrants …
These companies just want cheap azz labor. I'm a Canadian citizen and went to school here for a trade and trust me it tough finding a job. In my opinion we don't need anymore immigrants for the next 4 years.
Personal experience combined with economic argument that companies exploit cheap labor and that job scarcity justifies reduced immigration.
starzba6291
Feb 11, 2026
The only people that do not want to tighten immigration are the big corporations that want more labourers to further drive down wages.
The only people that do not want to tighten immigration are the big corporations that want more labourers to further drive down wages.
Argues that corporate interests drive immigration policy to suppress wages, framing the issue through labor market economics.
RolandoSantana-ts4oh
Feb 11, 2026
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
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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
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2,313
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1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
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4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
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Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
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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
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1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
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1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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