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
Please cover Surrey BC next, it’s so bad here my 16 year old brother can’t find an entry level job because there all taken by Indians
Please cover Surrey BC next, it’s so bad here my 16 year old brother can’t find an entry level job because there all taken by Indians
Claims immigrants are taking entry-level jobs from locals, framing immigration as economic competition without evidence.
gavinadams254
Jan 27, 2026
Canadians DON"T WANT or NEED immigrants. Corporations and immigration lawyers need them. Citizens don't.
Canadians DON"T WANT or NEED immigrants. Corporations and immigration lawyers need them. Citizens don't.
Argues that corporations and lawyers benefit from immigration while citizens do not, framing it as an economic conflict of interest.
rachelk8368
Jan 19, 2026
Does that mean that at the very least a million jobs and housing for Canadian citizens ?! Ya right ! Liberals can’t let those vote leave quite yet ,they will figure it out with the …
Does that mean that at the very least a million jobs and housing for Canadian citizens ?! Ya right ! Liberals can’t let those vote leave quite yet ,they will figure it out with the help of Diab !
Expresses concern about job and housing availability for Canadian citizens, with implicit criticism of Liberal government policy.
Curious245
Jan 15, 2026
Liberal Bots hitting this thread hard. Bottom line: Canada uses mass immigration to fuel Canada's largest combined sector of the economy - namely real estate and construction. Liberals have destroyed Canada. If you're a Liberal …
Liberal Bots hitting this thread hard.
Bottom line: Canada uses mass immigration to fuel Canada's largest combined sector of the economy - namely real estate and construction.
Liberals have destroyed Canada. If you're a Liberal supporter/voter - shame on you.
Argues immigration policy is economically motivated (real estate/construction sector) while making partisan identity claims.
@patrickmoan4086
Feb 21, 2026
Excellent, late decision but will be helpful to regain some sort of stability for people born here and have no job or future.
Excellent, late decision but will be helpful to regain some sort of stability for people born here and have no job or future.
Frames immigration policy change as beneficial for domestic job prospects and economic stability for citizens.
KIMA-u3e
Nov 20, 2025
No one voting for trump wil ever watch this. But oh boy they will watch prices rise and accuse Canada
No one voting for trump wil ever watch this. But oh boy they will watch prices rise and accuse Canada
Predicts economic consequences (price rises) and suggests political opponents will blame Canada.
@arnaud7197
Mar 4, 2025
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india …
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india or canada ? where would they live and help make better . so let me ask u what is ur problem with immegration when ur the country that benefiting from it ?
when u are having new jobs , a better demographics etc etc from this deal why hate them ?
also no u cant just issue political assylum in canada . u need a student visa u have to work for it as well
Argues that immigrants economically benefit Canada through job creation and demographic improvement, countering anti-immigration sentiment with economic logic.
techgeek123-em7uf
Oct 7, 2025
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire …
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile)
They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire other Indians anymore since they have the options of only their type. They erased several industries at this point, most small business are forgien owned, Indian or middle eastern.
They can't drive (just google India driving) theirs a couple feet of snow and they just floor it around sliding through intersections while playing candy crush or what ever
Every business that is fast food place is almost exclusively Indian to the point the "white point game" isn't even playable.
They buy up insane amounts of properties because they bring thier entire family on different visas and many just stay till they get deported as they bring that money home with them. Every student housing is filled with Indians, every one bedroom has 30 of them living in it. Most starter homes where cheap so they bought them to flip with thier combined money.
Security sector is filled with them exclusively because it's the highest amount of money they can make here without any skills .(Most are 0 skilled).
Schools all had to cut staff in half because when we cut funding and spots for people coming to our universitys they lost half thier income.
Crime rate went way up. My city is really bad for human trafficking and aex trafficking. Many come to our city since it's far enough away to commit crimes. Many get 0 consequences because again..
Illegally overstaying a visa is deportation.
Doug Ford literally gave everyone 200$ before an election...like how corrupt and garbage is this country.
Now we have Indian only business that can't speak English, similar to the daycare issue. Job postings for specific races or language s only.
Mind you everything just stated is also being done by the Arabs and Somalis and Nigerians. Many of these people coming here are "escaping dangerous situations" Wich means criminals who want to start again. Somehow these people with 0 resources have the money to buy million dollar properties 😂
Also don't forget, it's a hate crime to say or do many things about this and could land you in jail or worse. Much of Canada are college towns and those idiot kids want more
Extended critique combining personal observation with claims about labor market displacement, property speculation, housing density, and crime, primarily framed through economic and demographic concerns.
GuaranteeGlum
Jan 27, 2026
usa has been the world's checkbook for too long it has to stop. Us tax dollars should not support the world at personal, individual, americans cost!
usa has been the world's checkbook for too long it has to stop. Us tax dollars should not support the world at personal, individual, americans cost!
Focuses on economic burden and resource allocation ('tax dollars'), framed as a national interest concern.
@ethankarras7109
Mar 4, 2025
The United States has a trade deficit with Canada. Therefore Truckin Fudeau sounds like a lunatic.
The United States has a trade deficit with Canada. Therefore Truckin Fudeau sounds like a lunatic.
Cites trade deficit as economic argument while using sarcastic name-calling, mixing substantive economic claim with satirical tone.
@Rob-ji7fx
Mar 4, 2025
Fanfanol is little problem compared 25% tariffs massing economic and raised prices
Fanfanol is little problem compared 25% tariffs massing economic and raised prices
Discusses tariffs and their economic impact on prices, prioritizing economic concerns over other issues.
Economic Argument
0.78
@somhabsh8701
Mar 4, 2025
Dude the president of the USA did more that you could ever do for your own country !! \nAt least this will bring back industries in Canada !!! \n\nAnd tarrif it's absolutely not inflation.... increasing …
Dude the president of the USA did more that you could ever do for your own country !! \nAt least this will bring back industries in Canada !!! \n\nAnd tarrif it's absolutely not inflation.... increasing prices, yes, but once !!!\n It's not like printing money out of nothing ???
Defends Trump's tariff policy as economically beneficial for Canada, discussing inflation and industrial revival.
@romain-es5jh
Mar 4, 2025
Even true claimants should not receive monthly income and benefits better than those of the regular working class in Canada. They should feel compelled to find jobs instead of living as parasites off the taxpayers.
Even true claimants should not receive monthly income and benefits better than those of the regular working class in Canada. They should feel compelled to find jobs instead of living as parasites off the taxpayers.
Argues that asylum seekers receive excessive benefits compared to working citizens, framing immigration as economically unfair.
adaarevalo7230
Feb 27, 2026
Im a bus driver and these uber drivers are a fucking plauge
Im a bus driver and these uber drivers are a fucking plauge
Personal account of economic competition in the transportation sector, framing immigrant workers (Uber drivers) as a threat to employment.
ridhwankazi9503
Jan 27, 2026
It's changing the culture, all the tim Hortons are ran by family of Indians , teenagers can't find jobs because of this
It's changing the culture, all the tim Hortons are ran by family of Indians , teenagers can't find jobs because of this
Combines concerns about cultural change, job availability for youth, and immigrant business ownership as interconnected economic and demographic issues.
JAMIE-y6y2q
Jan 28, 2026
Let’s go to a 90 year old general. What does this all meen. WTF. There taking Americans money. The tariff American goods. Period . It high school math. Hence. Canada’s goods are cheaper. People buy …
Let’s go to a 90 year old general. What does this all meen. WTF. There taking Americans money. The tariff American goods. Period . It high school math. Hence. Canada’s goods are cheaper. People buy Canadian goods more. Get grandpa out of here. Push his wheel chair out. It’s high school. Common sense. We slapped the same tariffs on them . That’s it
Commenter explains tariff economics and argues the policy response is straightforward math, combining economic reasoning with criticism of leadership.
@D.M.ggww21
Mar 4, 2025
This is very simple.Trump puts Canada and Mexico into a ressioun.The US will fallow shortly after.You want this?
This is very simple.Trump puts Canada and Mexico into a ressioun.The US will fallow shortly after.You want this?
Predicts economic recession caused by Trump's policies affecting Canada and the US, framing economic consequences as a threat.
@blackmoresarchangel
Mar 4, 2025
Westerners, aren't having children, because we can't afford to. The more immigrants that enter, makes it even more unaffordable for westerners it is to have. On top of that, the constant demonization of (predominantly) white …
Westerners, aren't having children, because we can't afford to.
The more immigrants that enter, makes it even more unaffordable for westerners it is to have.
On top of that, the constant demonization of (predominantly) white people to hate the past, feminism, and queer theory being pushed, definitely doesn't help.
I can't even go to a foodbank for a few basics, without a 3 hour wait from all the recent immigrants that don't speak English, and push their way thru lines
Links immigration to housing affordability and economic hardship for 'westerners,' combining economic grievance with demographic anxiety and identity concerns.
DeToxik
Aug 28, 2025
I feel Indians and asians are the best immigrant to import none of them are on welfare or gets free stuff also they are hard workers and commit low crimes
I feel Indians and asians are the best immigrant to import none of them are on welfare or gets free stuff also they are hard workers and commit low crimes
Evaluates immigrant groups based on welfare usage, work ethic, and crime rates—economic and social performance metrics.
mayarabdelfattah3369
Feb 8, 2026
Hi there OMG everything in canada scam oh shit man our citizens pay tax whole life,n this third world poor country people just come n they getting all benefit from our tax pay money omg …
Hi there OMG everything in canada scam oh shit man our citizens pay tax whole life,n this third world poor country people just come n they getting all benefit from our tax pay money omg anyway thanks government fail.
Focuses on tax burden and resource distribution, arguing immigrants receive unearned benefits while citizens pay throughout their lives.
nawangyonten8236
Nov 21, 2025
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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
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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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