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 what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot …
So what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot more than these deportations. Let's ramp up the deportations, let's ramp up stripping citizenship from new canadians convicted of federal crimes....
Argues that immigration and TFW program costs exceed deportation costs, calling for increased deportations and citizenship revocation as fiscal solutions.
pixelpop9365
Dec 30, 2025
Trump has placed himself in a corner. He's completely incompetent. Because he is a bully and thinks people will roll over, he is going to look weak when he has to roll them back. When …
Trump has placed himself in a corner. He's completely incompetent. Because he is a bully and thinks people will roll over, he is going to look weak when he has to roll them back. When Canada cuts off the water, car parts, etc. and people start losing jobs such as car manufacturing, there will be a price to pay. It won't be an end to MAGA, but if he lets this go on for too long, he will never come back from it.
Comment analyzes Trump's tariff policy through economic consequences (job losses in car manufacturing, supply chain impacts).
@mckinleywebb5910
Mar 4, 2025
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Combines unverified claims about job hoarding and housing overcrowding with economic arguments about wage suppression and community exclusion.
naziakarramtally4323
Aug 26, 2025
We love Canada. Tariffs fail. Especially tariffs on friends. We are $36 TRILLION in debt. We need to block trade, but not with friends.
We love Canada. Tariffs fail. Especially tariffs on friends. We are $36 TRILLION in debt. We need to block trade, but not with friends.
Focuses on tariffs, national debt, and trade policy impacts while expressing support for Canada, grounding the argument in economic reasoning.
@jimf2525
Mar 4, 2025
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
Critiques the state of Canadian healthcare by comparing costs to international alternatives, framing immigration-related policy as economically unsustainable.
Alan-o8l6b
Aug 26, 2025
I hate how many indians have infested our country, make cost of living skyrocket. Its not racist, its just straight facts.
I hate how many indians have infested our country, make cost of living skyrocket. Its not racist, its just straight facts.
Claims ethnic group causes housing inflation while defensively denying racism, framing economic grievance as factual rather than prejudicial.
falconpunch6360
Jan 27, 2026
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
Argues that immigration strains public funding, job availability, and housing affordability for born citizens, combining economic and welfare concerns.
LittleWander2
Nov 22, 2025
Not missing, I can tell you where they are, have you tried ordering a coffee lately? Meanwhile our Canadian born children in university looking for extra income are jobless!!!!
Not missing, I can tell you where they are, have you tried ordering a coffee lately? Meanwhile our Canadian born children in university looking for extra income are jobless!!!!
Claims immigrants are taking jobs (coffee service) that Canadian-born youth need, framing immigration as economically harmful to citizens.
Rosie_Afghan
Sep 30, 2025
canada is a immigration based economy now
canada is a immigration based economy now
Makes a statement about Canada's economic structure and reliance on immigration as an economic model.
Economic Argument
0.82
KidGarden100
Dec 24, 2025
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a …
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a home what about Canadians that are homeless they can’t get nothing because Thers no address and Thers no phone so how can you get money not all are drug addicts that are homeless wen you see a woman get out of her car with two kids take them to day care and go to work if you got a job and no shower no nothing this is wrong this poor lady it made me want to cry two kids mom and a car living like a vagrant because others from other country’s have the apts a nice home and we got shit
Focuses on resource allocation and economic disparity, arguing immigrants receive benefits while homeless Canadians are neglected, combining economic and fairness concerns.
JeffLeblanc-k6b
Aug 25, 2025
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in …
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in Canada
Discusses workplace demographics and corporate takeover of entry-level jobs in Canada, framing immigration through economic and labor market concerns.
roughgorilla4221
Jan 27, 2026
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
Argues that high immigration and temporary foreign worker numbers under previous government suppressed wages and strained services.
fredrobbins8212
Feb 24, 2026
Sucks to be the guy on the bike. Imagine being born and bred here, speak the language fluently, have the perfect opportunity to excel your life yet you ride a bike in cold weather, can’t …
Sucks to be the guy on the bike.
Imagine being born and bred here, speak the language fluently, have the perfect opportunity to excel your life yet you ride a bike in cold weather, can’t afford a car, a “poor white trash” as he described it and all you see is immigrant who came to your city owning cars ,houses, businesses while all you do is complain 😂😂 yikes
Focuses on economic disparities between native-born citizens (unable to afford cars/housing) and immigrants (owning businesses/property), with class-based identity framing.
RayanZeeks
Jan 27, 2026
Always protect the culture of the place but Indians are also contributing to the economy higher than average per person
Always protect the culture of the place but Indians are also contributing to the economy higher than average per person
Balances cultural preservation concerns with economic contribution data, presenting a nuanced economic argument.
depanjanghosh5231
Jan 27, 2026
I still don’t get how MAGA people don’t see how Trump and his administration is screwing our economy even more than it already was!!! His policies are only making the rich even richer while suffocating …
I still don’t get how MAGA people don’t see how Trump and his administration is screwing our economy even more than it already was!!! His policies are only making the rich even richer while suffocating even more the average American. What will it take for them to open their eyes!!!
The comment focuses on Trump's economic policies harming average Americans while enriching the wealthy, questioning supporters' awareness of economic impacts.
@alvinmartinez1322
Mar 4, 2025
37T in US debt. We’ve been unfairly treated the past 60 years from unfair trades from the world and Trump was the only President to say “enough”. What’s fair when US pays tariffs on goods …
37T in US debt. We’ve been unfairly treated the past 60 years from unfair trades from the world and Trump was the only President to say “enough”. What’s fair when US pays tariffs on goods but we can’t charge other countries. Let’s make trades fair. No more charities to the world paid for by US taxpayers.
Commenter argues for fair trade practices and criticizes US subsidies to other nations, framing tariffs as necessary economic correction.
@bobbykim3289
Mar 4, 2025
?? USA! Tariffs make money for the Gov. Makes businesses WANT to come to the US to avoid tariffs. And makes American made goods more affordable compared to the out sourced goods. ?? Good bye …
?? USA! Tariffs make money for the Gov. Makes businesses WANT to come to the US to avoid tariffs. And makes American made goods more affordable compared to the out sourced goods. ?? Good bye Canadian economy ?? ? ?
Discusses tariff economics and their effects on business location and pricing, with comparative framing about US vs Canadian economies.
@Alex-op9ox
Mar 4, 2025
The tax cut is peanuts and it’s more than offset by increases in other taxes so we will actually pay more. Never trust a Liberal.
The tax cut is peanuts and it’s more than offset by increases in other taxes so we will actually pay more. Never trust a Liberal.
Argues that tax cuts are offset by other tax increases, resulting in net economic harm to citizens.
rdl8878
Jan 12, 2026
As a tax paying Canadian rather see my taxes go here than Ukraine
As a tax paying Canadian rather see my taxes go here than Ukraine
Argues that tax dollars should prioritize domestic immigration spending over foreign aid, framing as economic allocation question.
Man-UsLLP
Dec 25, 2025
Close the borders. Nobody seems to be employing canadians under 24 anymore
Close the borders. Nobody seems to be employing canadians under 24 anymore
Commenter links border policy to employment outcomes for young Canadians, framing immigration as economically harmful to domestic job prospects.
googleuser9009
Aug 2, 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
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)