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
So thats why i cant find a job
So thats why i cant find a job
Attributes job scarcity to immigration, making an economic argument about labor market competition.
Economic Argument
0.80
lilMonie13992
Jan 29, 2026
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting turned down when I hand out resumes, because I'm white and I was born in Canada its bad they're taking all the student jobs and then buying the businesses where students are working and then firing the students i'm no longer in school, so it's even harder to find a job. It's gotten to the point where if you want a job you need to work for yourself. They're even taking jobs in the trades so now people are having to work for themselves under-the-table and launder their money the average median income in Canada is anywhere from $45000 to $50000 a year the average house costs $673,335 the average household only makes $80000 a year i used to dream about having my own home and starting a family now I just hope I can find an apartment for less than $2000 a month that isn't owned by a slum Lord living in Toronto that's bought the property without ever even being to Smiths Falls a day in their life.
Combines personal economic hardship narrative with claims of ethnic discrimination in hiring and business ownership, framing immigration as economic threat.
somebomberkid
Jan 29, 2026
Demographics change all the time and culture is fluid. Being pissed about it just means YOU need to have more kids. Without YOU having more children or immigration, towns die and economies shrink. It’s a …
Demographics change all the time and culture is fluid. Being pissed about it just means YOU need to have more kids. Without YOU having more children or immigration, towns die and economies shrink. It’s a simple numbers game.
Frames immigration as economic necessity using demographic and labor market logic to counter cultural anxiety.
Group.B
Jan 27, 2026
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on …
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on these permits. It’s not just indians though there’s also Brazilians, Chileans, and Venezuelans. One thing I hate is my job prioritizing their work hours over mine because they “need the hours” to stay in this country. where as this is my own country and I’m getting cut hours during slow season. smh
Combines lived experience with workers on permits with economic grievance about job hour prioritization and workplace competition.
goldenmushrooms48
Jan 29, 2026
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement …
Its true about the government supporting them for the rest of there life, the man upstairs (indian) has five people on his check, he also receives extra for a pregnancy. When I seen the statement I was like that should tell the government alot! He also receive double of me for gst 🤦♀️
Anecdotal claim about government welfare benefits allegedly given to immigrants, framed as evidence of unfair economic policy.
goatera1594
Jan 29, 2026
There are 5 million Indian Americans in the USA and they are the highest income group in USA, far ahead of any other group amongst whites, Chinese, Blacks, Mexicans, Taiwanese etc. Go cry a river …
There are 5 million Indian Americans in the USA and they are the highest income group in USA, far ahead of any other group amongst whites, Chinese, Blacks, Mexicans, Taiwanese etc. Go cry a river 😂😂😂
Uses economic data (income statistics) to counter criticism of Indian immigrants by demonstrating their financial success.
warpdrive9229
Jan 29, 2026
The 10:57 fact that they are thriving and Canadian born citizens can’t afford groceries and are living pay check to pay check
The 10:57 fact that they are thriving and Canadian born citizens can’t afford groceries and are living pay check to pay check
Contrasts immigrant economic success with Canadian citizens' financial struggles, framing immigration as economically disadvantageous.
kendalarley2277
Jan 27, 2026
To speak truthfully they are not spending their life's savings to get here they're spending our grandparents life savings to get here!
To speak truthfully they are not spending their life's savings to get here they're spending our grandparents life savings to get here!
Commenter argues that immigrants are using Canadian wealth (inherited from previous generations) rather than their own savings, framing immigration as economically exploitative.
John-jc4om
Jan 29, 2026
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from young Canadians that are needing a first job like tim hortons or any of the sort. it’s ridiculous the job market in canada is destroyed because of this immigration mess
Argues immigration harms Canadian economy by draining money abroad and displacing young Canadian workers from entry-level jobs.
coldcutcombowithcheese7938
Jan 28, 2026
i hope this brings more attention to the issue, they've inserted themselves into nearly every entry-level job and infested it with their nepotistic hiring practices, it's absolutely impossible to get a foot in the door …
i hope this brings more attention to the issue, they've inserted themselves into nearly every entry-level job and infested it with their nepotistic hiring practices, it's absolutely impossible to get a foot in the door here at least in ontario
Focuses on job market competition and hiring practices, framing immigrants as economic threat to entry-level employment.
quabbIe
Jan 27, 2026
Tim hortons is hiring everyone go and apply, the problem is these whites dont wanna work low paying 3rd class jobs
Tim hortons is hiring everyone go and apply, the problem is these whites dont wanna work low paying 3rd class jobs
Discusses low-wage job availability and attributes hiring patterns to racial/ethnic work preferences.
BroFessorAtoZ
Jan 28, 2026
“I’d rather go back” “punjab is better” so fucking leave then. I’d like my cheese to not be 10$ a fucking block for the COMPLIMENTS brand
“I’d rather go back” “punjab is better” so fucking leave then. I’d like my cheese to not be 10$ a fucking block for the COMPLIMENTS brand
Dismisses immigrants' complaints while pivoting to economic grievances about high food prices as the real problem.
madi7740
Jan 28, 2026
its not an invasion. go look at india at the situation they are in. the living conditions are horrible there, and when people look at countries, the go to big countries for jobs. ofc theres …
its not an invasion. go look at india at the situation they are in. the living conditions are horrible there, and when people look at countries, the go to big countries for jobs. ofc theres going to be a lot. not an invasion, just people trying to have a better life, and everyone hating on them for it.
Defends immigration by explaining economic motivations (poor conditions in India, job-seeking) and appeals to fairness in judging migrants' choices.
lunaristaken.
Jan 28, 2026
They got the poors blaming immigrants instead of the billionaires robbing them. Genius.
They got the poors blaming immigrants instead of the billionaires robbing them. Genius.
Critiques the framing of immigration as a scapegoat for economic inequality caused by billionaires and wealth concentration.
nicoj3660
Jan 28, 2026
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians …
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians
Canada is 159 years old as if the land wasn’t already home to Indigenous peoples for thousands of years before you politely showed up and called it a country. Now teaching the world manners -- classic😂
Defends Indian workers' economic contribution and work ethic while critiquing Canadian laziness and historical colonialism.
Ibrahimmmh727
Jan 28, 2026
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in …
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in the job market because the govt subsidizes their wages with our taxes.
Combines personal observation with economic concerns about job market competition and wage subsidization.
dlcarbonneau3750
Jan 28, 2026
Us too All our companies Our poor data Also import from the world most polluted nation 😮 Our spices and food. Smh.
Us too
All our companies
Our poor data
Also import from the world most polluted nation 😮
Our spices and food. Smh.
Critiques economic and environmental impacts of imports and foreign companies, expressing concern about data security and pollution.
amazon4716
Jan 28, 2026
dude in front of the store smokin cigarette is thankful for their slave wages lol
dude in front of the store smokin cigarette is thankful for their slave wages lol
Critiques low wages paid to immigrant workers, expressing concern about labor exploitation.
maestrozilla
Jan 28, 2026
I'd buy that guy on the bike a case of beer. It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives. But this is …
I'd buy that guy on the bike a case of beer.
It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives.
But this is Canada, where two people making the average income will never own a home and spend more than half their income on basics.
That guy probably makes 50k a year. But is riding a bicycle in winter.
Primary focus is on economic hardship in Canada (housing costs, wages, cost of living) with empathy toward a struggling immigrant worker.
Полиграфович
Jan 28, 2026
TBF most of them are good people, and want a better life. I have no quarrels against that but I think maybe 5 figures a year is lots, not this 800k+. That being said, most …
TBF most of them are good people, and want a better life. I have no quarrels against that but I think maybe 5 figures a year is lots, not this 800k+. That being said, most of them here are relatively upper middle class since its not cheap to emigrate from India.
Acknowledges immigrants' motivations sympathetically while critiquing immigration volume and economic capacity (800k+ vs 5 figures).
MrBlipman
Jan 27, 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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