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
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
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
They’re taking all our jobs!
They’re taking all our jobs!
Expresses concern about job competition from immigrants, a classic economic anxiety argument.
Lazershot_YT
Jan 27, 2026
Indians are hard workers and not relying on government funding like other immigrants
Indians are hard workers and not relying on government funding like other immigrants
Positive economic framing of Indian immigrants as hardworking and fiscally responsible compared to other immigrant groups.
Economic Argument
0.85
BroFessorAtoZ
Jan 27, 2026
As a white Canadian in a skilled trade who has lost 100's of thousands in work to lower bids from East Indians it honestly makes me wanna apply for M.A.I.D I worked for four years …
As a white Canadian in a skilled trade who has lost 100's of thousands in work to lower bids from East Indians it honestly makes me wanna apply for M.A.I.D I worked for four years In a apprenticeship to get my redseal these guys come work for three months at the union's an they leave start their own company it's only 150$ for a business license in Canada and than they cut my throat a job worth 80 a sheet for hang tape an paint they come an bid at 15$ a sheet! HOW CAN WE COMPETE?
Anyways I just wanted to comment because I may legit just give up an self delete here rather soon :( I'm 26 btw been in the trades since 15
Commenter describes personal job loss due to immigrant competition and wage undercutting, framed as an economic grievance with suicidal ideation as emotional expression of desperation.
DanielBeaton-r1d
Jan 27, 2026
Few years ago, Brampton overtook Mississauga in terms of population growth, also highest auto insurance rates in the country, my uncle pays 5k a year for Lexus insurance
Few years ago, Brampton overtook Mississauga in terms of population growth, also highest auto insurance rates in the country, my uncle pays 5k a year for Lexus insurance
Cites specific economic impacts (population growth, insurance rates) with personal anecdote about insurance costs as evidence.
KelvintoKind3
Jan 27, 2026
Meanwhile..Canadian Colleges are Strapped for CASH and GOING ON STRIKE..😡
Meanwhile..Canadian Colleges are Strapped for CASH and GOING ON STRIKE..😡
Critiques the economic impact on Canadian institutions, highlighting financial strain on colleges as a consequence of immigration policy.
Economic Argument
0.85
krugmeister7301
Jan 27, 2026
My kids cannot get a simple job, cannot afford the housing and food, that's what happens to Canada with a mass of immigration without providing job houses, care, and schools
My kids cannot get a simple job, cannot afford the housing and food, that's what happens to Canada with a mass of immigration without providing job houses, care, and schools
Combines personal experience (children's job/housing struggles) with economic argument that mass immigration without infrastructure causes domestic hardship.
moeemadi3620
Dec 29, 2025
Tax cut for middle class that was voided by inflation. Have you seen the price of butter LOL. What a joke approx $44.00 per month. Nothing substantial. Virtual signalling
Tax cut for middle class that was voided by inflation. Have you seen the price of butter LOL. What a joke approx $44.00 per month. Nothing substantial. Virtual signalling
Focuses on the inadequacy of tax cuts relative to inflation and cost of living, critiquing the economic impact of policy.
johnjet23
Jan 21, 2026
There is a fundamental error here: if universities are struggling due to lack of students, without government programs, then the university is not economically viable and should close. Otherwise, they are just a government department.
There is a fundamental error here: if universities are struggling due to lack of students, without government programs, then the university is not economically viable and should close.
Otherwise, they are just a government department.
Argues that universities dependent on government programs lack economic viability, framing immigration policy through fiscal sustainability logic.
enge.marcelo
Jan 22, 2026
Who is paying for these hearing ? Who is paying for their medical care? How are they contributing to Canada ? If they are burdens to our system which us Canadians have paid into our …
Who is paying for these hearing ? Who is paying for their medical care? How are they contributing to Canada ? If they are burdens to our system which us Canadians have paid into our entire lives they need to go right now asap! We need our money to go into our people.. into housing and healthcare for the people that have been born and raised here! Not strangers that just landed.
Questions immigrants' economic contribution and argues resources should prioritize citizens over newcomers, with us-vs-them framing.
bonniemac8479
Dec 28, 2025
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
Argues immigration harms Canadian job availability and youth employment, calling for stricter laws.
kirkadams6824
Jan 20, 2026
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Let people that are working or own businesses paying taxes stay. If they are net negative. No free hand outs paid by Canadian taxpayers.
Focuses on economic contribution (taxpayers, net positive/negative) as the basis for immigration policy, with implicit critique of welfare spending.
freetimeflip6438
Jan 21, 2026
countries can't survive this, never mind all the debt we have packed on the last ten years.
countries can't survive this, never mind all the debt we have packed on the last ten years.
Expresses concern about national economic sustainability linked to immigration and debt, framing it as an economic crisis.
892303001
Jan 19, 2026
That works out to $4,336 per deportation. A bargain.
That works out to $4,336 per deportation. A bargain.
Evaluates cost-per-deportation as economically reasonable.
Economic Argument
0.85
00dfm00
Dec 25, 2025
We grew in population way too fast without preparing for the infrastructure. Our economy suffered because of it.
We grew in population way too fast without preparing for the infrastructure. Our economy suffered because of it.
Argues that rapid population growth without infrastructure preparation harmed the economy.
wasupfool5692
Dec 24, 2025
This is terrible, we must grow our population at all costs, or else our economy will collapse.
This is terrible, we must grow our population at all costs, or else our economy will collapse.
Frames immigration as economically necessary for population growth and economic stability.
Economic Argument
0.85
iceman18211
Dec 24, 2025
It will be good to cut all the system abusers, they got everything free like medical, education, child care, etc. We taxpayers have no medical system available, we have to wait in line.
It will be good to cut all the system abusers, they got everything free like medical, education, child care, etc. We taxpayers have no medical system available, we have to wait in line.
Argues that immigrants abuse social services while taxpayers lack access, framing immigration as an economic drain on public resources.
ceciliamanzano
Nov 21, 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)