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
THEY ARE WORKING IN ALL TIM HORTONS, FACTORIES, ETC. STEALING WORKS TO CANADIANS!!!
THEY ARE WORKING IN ALL TIM HORTONS, FACTORIES, ETC. STEALING WORKS TO CANADIANS!!!
Claims immigrants are taking jobs from Canadians, framed as economic competition and threat.
raquelhernandez135
Sep 30, 2025
We literally fund most of Canada, lol. This is a failed attempt at being tough.
We literally fund most of Canada, lol. This is a failed attempt at being tough.
Claims economic dominance ('fund most of Canada') and critiques policy response as ineffective.
@RickySpanish04
Mar 4, 2025
Your country couldn't hurt us if you wanted to. We don't need you we can buy your products from someone else or we can produce our own your country sir for the most part is …
Your country couldn't hurt us if you wanted to. We don't need you we can buy your products from someone else or we can produce our own your country sir for the most part is it frozen sheet of ice who needs your Southern partner that can grow things in the warmer weather you moron
Commenter argues Canada's economic independence and self-sufficiency, dismissing U.S. economic leverage while asserting national capability.
@robertdana6911
Mar 4, 2025
WE GAVE ONE MONTH , NO MORE , WE ARE GONNA SIGN THE MINERAL DEAL WITH UKRAINE , GOODBYE CANADA MINERALS AND GOODS , WE ARE SICK OF OTHER COUNTRIES LOOKING AT US LIKE SUCKERS …
WE GAVE ONE MONTH , NO MORE , WE ARE GONNA SIGN THE MINERAL DEAL WITH UKRAINE , GOODBYE CANADA MINERALS AND GOODS , WE ARE SICK OF OTHER COUNTRIES LOOKING AT US LIKE SUCKERS STRAIGHT SUCKERS EXPLOITING AMERICAN TAX DOLLARS!!! MONEY TRAIN IS DONE!
Focuses on economic leverage (mineral deals, tariffs) and US taxpayer burden as justification for policy shift.
@Samy-pb3zm
Mar 4, 2025
Canadian people need a job back
Canadian people need a job back
Frames immigration as an economic issue affecting job availability for Canadian citizens.
Economic Argument
0.80
angela2979
Sep 29, 2025
Thats it.. Fewer job oppurtinities in India, make easy money. Thats it. The rest is bunkum.
Thats it.. Fewer job oppurtinities in India, make easy money. Thats it. The rest is bunkum.
Attributes immigration motivation to economic factors (job scarcity in India, earning potential in Canada).
Economic Argument
0.80
Barbequeroast
Sep 27, 2025
Canada wanted foreigners to do the dirty work - menial work Millions of educated indians got green card - without having a job They came to canada - they found out 30% found jobs - …
Canada wanted foreigners to do the dirty work - menial work
Millions of educated indians got green card - without having a job
They came to canada - they found out 30% found jobs - 70% did low pay work
And Brampton - brown town - erupted - symbol of Canadian Greed
Analyzes employment outcomes and wage disparities for educated immigrants, critiquing both immigration policy and employer exploitation.
Yjs11
Sep 21, 2025
All are selfish people in the world! That's why any opportunity for the job first gets hard-working people. All white people are also immigrants in history. white people think 'indian don't pay any tax' fuck …
All are selfish people in the world! That's why any opportunity for the job first gets hard-working people. All white people are also immigrants in history. white people think 'indian don't pay any tax' fuck of, we pay more compared to you and get less services.
Defends Indian immigrants' economic contributions by claiming they pay more taxes and receive fewer services than white Canadians, countering stereotypes.
sandipshiroya07
Sep 24, 2025
time to build high density housing there instead of single family homes with backyards and a pool vertical growth
time to build high density housing there instead of single family homes with backyards and a pool
vertical growth
Proposal for urban planning solution (high-density housing) to address housing pressures related to immigration.
Economic Argument
0.80
SCP_X1
Sep 19, 2025
For any non Canadians, if you live anywhere near here, your insurance rates sky rocket to unaffordable amounts. Truly one of the worst places to be in or around.
For any non Canadians, if you live anywhere near here, your insurance rates sky rocket to unaffordable amounts. Truly one of the worst places to be in or around.
Cites rising insurance costs as a negative economic consequence of immigration concentration in specific areas.
Genital.Wartzenegger
Sep 22, 2025
it not just Brampton it all over Ontario my little town of wallaceburg just over night after covid we seen raise in the indian. i can't even get work cause of it.
it not just Brampton it all over Ontario my little town of wallaceburg just over night after covid we seen raise in the indian. i can't even get work cause of it.
Attributes job loss to increased immigration in the local area, combining economic grievance with demographic anxiety.
chadcarron8094
Sep 20, 2025
Canada should put up the price of gas, electric and oil all going into America!
Canada should put up the price of gas, electric and oil all going into America!
Suggests economic policy action (raising prices on energy exports) as a response to trade tensions, framing it as economic leverage.
@philcornthwaite4146
Mar 4, 2025
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above. …
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above.
I think it’s jealousy because they earn more money than the natives. Harder working people of similar or higher intelligence.
Attributes negative attitudes toward Indians to economic jealousy and wage/intelligence comparisons.
Hawkem248
Sep 19, 2025
Looks like there is a lot of economic activity in the town, what’s the problem? With all the negatives it looks like it’s a net positive? Otherwise it would be a ghost town in no …
Looks like there is a lot of economic activity in the town, what’s the problem? With all the negatives it looks like it’s a net positive? Otherwise it would be a ghost town in no time.
I’d suggest the immigrants who are setting up businesses to extend their employment to other racial groups. The government should screen better and slow or shut immigration down for some time.
Analyzes economic activity as net positive while suggesting better screening and temporary immigration slowdown as policy adjustment.
kusali11
Sep 19, 2025
When half your city is on welfare.
When half your city is on welfare.
Claims about welfare dependency in immigrant-receiving cities, presenting an unverified economic impact assertion.
scotthabshi843
Sep 18, 2025
No only Canada, many countries in the world are going to hard times with everything so expensive.
No only Canada, many countries in the world are going to hard times with everything so expensive.
Discusses rising costs and economic hardship, comparing Canada's situation to global economic trends.
Laura23971
Sep 9, 2025
Housing and health care for Canadians are out of control, something needs to be done and if this is what it takes then so be it, one of the main reasons is too many immigrants …
Housing and health care for Canadians are out of control, something needs to be done and if this is what it takes then so be it, one of the main reasons is too many immigrants allowed in to the country. Canadian youth born here simply can not find entry level work, I am not anti immigration, I am for limited immigration with better vetting.
Focuses on housing, healthcare, and job availability as economic concerns linked to immigration levels, advocating for limited immigration with better vetting.
pchan-wb9qw
Feb 14, 2026
It’s time to stop all these creative wars that’s going on.Canadian are suffering financially and our monies are supporting war when Canadians are struggling to buy food. Th3 government needs to do something about this …
It’s time to stop all these creative wars that’s going on.Canadian are suffering financially and our monies are supporting war when Canadians are struggling to buy food. Th3 government needs to do something about this problem now.
Focuses on financial hardship of Canadians and government spending priorities, framing immigration as economically problematic.
yvonnethomas5599
Sep 8, 2025
seeing a lot of franchises only hiring Indians, I thought canada was supposed to have balanced work forces.
seeing a lot of franchises only hiring Indians, I thought canada was supposed to have balanced work forces.
Raises concerns about hiring practices and workforce diversity, framing immigration through economic and employment equity lens.
DA-ti6pc
Feb 15, 2026
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to …
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to the immigrants while the Government cuts our program to pay for the immigrants only giving us 1/3 the immigrants get Also when Quality of life is so low we cant afford to have children
Focuses on cost-of-living disparities, government spending allocation between citizens and immigrants, and inability to afford children due to economic conditions.
paulhoyle88TRUTH-or-LIE
Sep 7, 2025
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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)