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
In simple terms Canadians pay for their glasses, physio, mental health help, prescriptions and asylum seekers get it for free after never paying into the system.
In simple terms Canadians pay for their glasses, physio, mental health help, prescriptions and asylum seekers get it for free after never paying into the system.
Compares economic benefits received by asylum seekers versus Canadian citizens, framing immigration as a fiscal burden.
letfreedomreignhonk324
Feb 26, 2026
I don't have coverage for physiotherapy which I could really use. I have to pay out of pocket for all of it. Why do asylum seekers get it for free?
I don't have coverage for physiotherapy which I could really use. I have to pay out of pocket for all of it. Why do asylum seekers get it for free?
Expresses grievance about unequal access to healthcare benefits, framing it as an economic fairness issue between citizens and asylum seekers.
jenfoster128
Feb 24, 2026
Because of immigrants Canada is able to pay social security to the homeless and the old people. Indians are also paying the 35% tax like everyone
Because of immigrants Canada is able to pay social security to the homeless and the old people. Indians are also paying the 35% tax like everyone
Argues that immigrants contribute economically through taxes to fund social programs, while asserting immigrant group identity (Indians).
JSP1234-m6g
Feb 18, 2026
They have taken all are jobs actual Canadians cant get jobs. 🥺 Company's will purposely hire Indians over Canadians because they do not want any kind of backlash like rascism backlash. It's sad but true.
They have taken all are jobs actual Canadians cant get jobs. 🥺
Company's will purposely hire Indians over Canadians because they do not want any kind of backlash like rascism backlash.
It's sad but true.
Claims immigrants take jobs from Canadians and alleges discriminatory hiring practices, framing immigration as economic threat.
mccos1
Feb 23, 2026
non canadians pay landlord $3000 month for rent . Apx 10 person split the rent. This obviously drives up the cost of rent for Canadians
non canadians pay landlord $3000 month for rent . Apx 10 person split the rent. This obviously drives up the cost of rent for Canadians
Argues that immigrant housing practices (shared rentals) drive up housing costs for Canadian citizens, framing immigration as an economic problem.
Economic Argument
0.85
mariemacisaac7529
Feb 22, 2026
the mim wage in gujarat india is 441 rupee per hour. 441 india rupee is $6.63 canada dollars. they come to canada and get a over 200 per cent wage increase.
the mim wage in gujarat india is 441 rupee per hour. 441 india rupee is $6.63 canada dollars. they come to canada and get a over 200 per cent wage increase.
Compares wage differences between India and Canada to argue immigrants gain disproportionate economic advantage, framing immigration as economically exploitative.
mariemacisaac7529
Feb 22, 2026
Free money, free housing, 50k interest free loans, all on the backs of taxpayers, no wonder ill be paying 500k plus in taxes this year. We need to deport people, if your on benefits as …
Free money, free housing, 50k interest free loans, all on the backs of taxpayers, no wonder ill be paying 500k plus in taxes this year. We need to deport people, if your on benefits as a immigrant for a year gone
Argues immigrants receive excessive benefits funded by taxpayers, claims personal tax burden, and calls for deportation of benefit recipients.
TreeSharks
Feb 18, 2026
The entire purpose of allowing foreign students in our universities is so that they can learn essential skills to take back and improve their OWN countries. No foreign students should be permitted to work nor …
The entire purpose of allowing foreign students in our universities is so that they can learn essential skills to take back and improve their OWN countries. No foreign students should be permitted to work nor should our government be allowing temporary foreign workers when our unemployment rates are the highest they've been in five decades.
Argues against foreign student and temporary worker programs based on economic concerns (unemployment rates, job availability).
nikkidarkangelpnope8400
Feb 20, 2026
And yet thousands of contract workers are in the oil companies employ, taking away good paying jobs from Albertans. Odd how she never mentions it🤔
And yet thousands of contract workers are in the oil companies employ, taking away good paying jobs from Albertans. Odd how she never mentions it🤔
Critiques labor market impact of contract workers and immigrant employment, focusing on job displacement and wage effects.
@michardav
Feb 20, 2026
Canadians can't afford the Canadian dream.never mind adding immigration
Canadians can't afford the Canadian dream.never mind adding immigration
Argues that domestic affordability crises make immigration policy economically unsustainable for existing citizens.
gv8507
Feb 17, 2026
This is why Canadians who have worked all their lives have to wait years for any needed surgery.
This is why Canadians who have worked all their lives have to wait years for any needed surgery.
Links immigration policy to healthcare system strain, suggesting immigrants consume resources needed for Canadian citizens' medical care.
nancye4351
Feb 17, 2026
They're encouraging doctors or medical immigration because they'll face a 40% shortage by 2028. Without healthcare to sustain a healthy lifestyle society collapses.
They're encouraging doctors or medical immigration because they'll face a 40% shortage by 2028. Without healthcare to sustain a healthy lifestyle society collapses.
Explains medical immigration policy through economic/healthcare workforce necessity, citing projected shortage statistics.
Economic Argument
0.85
nerdyvalkyrie6109
Feb 19, 2026
Financial difficulties isn’t new but it’s worse than ever. Bringing too many immigrants at once isn’t positive for anybody.
Financial difficulties isn’t new but it’s worse than ever. Bringing too many immigrants at once isn’t positive for anybody.
Focuses on financial difficulties and economic impact of immigration volume, framed as a policy concern.
carlagarrett8584
Feb 19, 2026
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
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
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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
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)