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
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
We have a 600 billion deficit to these countries in trade, and you said liberals are okay with this. You all have some serious issues.
We have a 600 billion deficit to these countries in trade, and you said liberals are okay with this. You all have some serious issues.
Cites a specific trade deficit figure and criticizes liberal acceptance of it, though the claim lacks supporting evidence.
@jimmy6886
Mar 4, 2025
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
Bye bye America - ŷou are going to ruin your marketplace share and the world will turn its back on you, nobody will willingly cooperate with you and American goos will be priced out of …
Bye bye America - ŷou are going to ruin your marketplace share and the world will turn its back on you, nobody will willingly cooperate with you and American goos will be priced out of the market, work will stop in America soon enough because others will seek other economic partnerships …. Stupid … trump will ruin you …. He’s a nut job … I see civil war in the states before long in whatever form that takes … the ones that will suffer will be the American people because it’s you who will be paying these tariffs if you want foreign goods. If nobody buys from you your inflation will soar. You have put your trust in a criminal who uses other people’s money to buy his way out of jail.
Predicts economic consequences (tariffs, inflation, market collapse) and expresses alarm about trade war impacts.
@gerryscully9248
Mar 4, 2025
Canada, hitting the USA with Tariffs won’t stop businesses from coming to the USA ??
Canada, hitting the USA with Tariffs won’t stop businesses from coming to the USA ??
Disputes the effectiveness of Canadian tariffs as economic policy, arguing they won't deter US business investment.
@Shelby-wn2kk
Mar 4, 2025
Not straight away but in time these tariffs will save nations from poverty, Learn to start manufacturing and production in your own countries.
Not straight away but in time these tariffs will save nations from poverty, Learn to start manufacturing and production in your own countries.
Argues that tariffs will incentivize domestic manufacturing and reduce poverty through economic self-sufficiency.
@martyhum6263
Mar 4, 2025
I stand for Canadian. I don’t agree Trump tariff war. Only will ruin US economy. Bring higher inflation.
I stand for Canadian. I don’t agree Trump tariff war. Only will ruin US economy. Bring higher inflation.
Asserts Canadian identity while critiquing US tariff policy based on economic impact predictions (inflation, GDP).
@helencheng5889
Mar 4, 2025
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
Claims immigrants receive more income support than Canadians, framing as factual economic concern while defensively asserting non-racist intent.
lisaacount4320
Feb 21, 2026
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start …
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start businesses but only hire other Indians because of the language barrier. They are also buying up all the houses and alot of them will only rent to their own making it very difficult for Canadians to find houses to rent. Even half the realtors are indian. We have no jobs left very few houses and its makkng Canadians go homeless
Makes multiple specific claims about immigrant behavior (language, hiring, housing) and economic impact (job scarcity, homelessness) without evidence, blending economic grievance with unsubstantiated assertions.
samanthapeel383
Oct 9, 2025
I feel like Canada is more upset about this than the US. Tells you everything you need to know. They are dependent on the US. Digging their own grave
I feel like Canada is more upset about this than the US. Tells you everything you need to know. They are dependent on the US. Digging their own grave
Argues that Canada's economic dependence on the US makes them vulnerable, framing their response as self-damaging.
@joepic85
Mar 4, 2025
Now as an American ., the illegal immigrants sem to be getting all the jobs while the American people are paying for everything and out of work and they giving out all kinds of perps,I …
Now as an American ., the illegal immigrants sem to be getting all the jobs while the American people are paying for everything and out of work and they giving out all kinds of perps,I an d I glad Trump is president so he can get the illegal out of this country. you have to blame the globist and NGOs and the WHO for this problem!
Claims illegal immigrants take jobs while Americans pay and remain unemployed, comparing US and Canada situations with unsubstantiated assertions.
valerieburris607
Aug 25, 2025
We only get eight or 9% natural gas from Canada. It’s not a big deal maple syrup ketchup come on.
We only get eight or 9% natural gas from Canada. It’s not a big deal maple syrup ketchup come on.
Dismissive economic argument that Canadian natural gas imports are minimal, with humorous tone about maple syrup.
@marc6919
Mar 4, 2025
The liberal gov offered money grants to companies for hiring any bindi migrants, so all the Canadian jobs meant for young people were stolen, like timhortons they run now…
The liberal gov offered money grants to companies for hiring any bindi migrants, so all the Canadian jobs meant for young people were stolen, like timhortons they run now…
Claims government hiring incentives displaced Canadian youth from jobs, framing immigration as economic threat with unverified specifics.
TheBaBaTV
Feb 6, 2026
He’s talking about 25% tax on $150B but Elon saved the United States 100% on $105B in one month. As a wise man once said, “You don’t have the cards.”
He’s talking about 25% tax on $150B but Elon saved the United States 100% on $105B in one month. As a wise man once said, “You don’t have the cards.”
Compares tax policy impact with claimed savings figures, engaging in economic comparison and critique of fiscal policy.
Economic Argument
0.75
@NoahAvery96
Mar 4, 2025
I guess made in the USA cost more in Canada. \n\nThank you Governor Tee
I guess made in the USA cost more in Canada. \n\nThank you Governor Tee
Discusses pricing differences between US and Canada, attributing higher costs to tariffs or trade policy.
Economic Argument
0.75
@joep5885
Mar 4, 2025
I dont have a problem with brown people coming and honestly a lot of the men in this video are pretty wise and accepting of everyone its just that they are taking all the jobs …
I dont have a problem with brown people coming and honestly a lot of the men in this video are pretty wise and accepting of everyone its just that they are taking all the jobs and when they become managers and so on they only hire other brown workers its to the point every store in my home town of Scarborough even greek food places are run by brown ppl.
Claims immigrants are taking jobs and practicing discriminatory hiring, framing immigration as an economic competition issue.
dawntaywill8384
Oct 3, 2025
I am happy shopping cheap goods from China,Canada, Mexico. Trump is hurting everyone.
I am happy shopping cheap goods from China,Canada, Mexico. Trump is hurting everyone.
Commenter discusses trade and economic impacts of Trump's policies, mentioning cheap goods from multiple countries.
@jcl7953
Mar 4, 2025
It’s just gonna bankrupt your country as well
It’s just gonna bankrupt your country as well
Expresses concern about financial consequences and economic collapse from a policy or action.
@JeffWilliams-xs7ho
Mar 4, 2025
I'm not an expert by any stretch but I think what America is trying to do is, by doing this, force the US market to start up working again, America can make 90% of everything …
I'm not an expert by any stretch but I think what America is trying to do is, by doing this, force the US market to start up working again, America can make 90% of everything it needs. \n\nThink about WW2. America wasn't reliant on world trade or manufacturing. Quite the opposite actually.\n\nOnly thing that makes sense to me.
Speculates about US economic strategy and self-sufficiency in manufacturing, comparing current policy to historical WW2 economic independence.
@TheSkogarmoar
Mar 4, 2025
Prices of rental properties are inflated by immigration of non canadian owners Check it out
Prices of rental properties are inflated by immigration of non canadian owners Check it out
Claims immigration causes housing inflation without providing evidence, framing it as an economic concern.
@DenyseLRoss
Mar 5, 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)