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
Sorry, they don't bring anything, they only hire their own, rent to their own etx.. the new batch is even worse,they dont integrate whatsoever, English not a chance!! They take all min wage jobs etc …
Sorry, they don't bring anything, they only hire their own, rent to their own etx.. the new batch is even worse,they dont integrate whatsoever, English not a chance!! They take all min wage jobs etc Canada Imports da 3rd, become da 💩 world!!
Criticizes immigrants for hiring/renting within their communities and taking low-wage jobs, framed as economic harm to Canadians.
Fletchlives247
Jan 27, 2026
I have family and friends in USA. Plus I belive there big drug problems in Canada and the border. Think Trump was asking him clean up. Yes good help other countries but. Canada ...we taken …
I have family and friends in USA. Plus I belive there big drug problems in Canada and the border. Think Trump was asking him clean up. Yes good help other countries but. Canada ...we taken in sooo meny. With housing soo high because storage. And jobs.
Combines personal connection to USA with concerns about drug problems, housing costs, and job availability as reasons for limiting immigration.
@PaulineHesselgrave
Mar 4, 2025
Housing in canada is a kind of ponzi scheme; nobody wants to be the last one in before the inevitable collapse, but everyone knows it IS inevitable and even necessary...
Housing in canada is a kind of ponzi scheme; nobody wants to be the last one in before the inevitable collapse, but everyone knows it IS inevitable and even necessary...
Analyzes Canadian housing market as economically unsustainable, focusing on systemic economic dysfunction.
Economic Argument
0.82
@jbassguy571
Mar 5, 2025
Same in Germany. The Indian People dont understand that the degrees are actually wothless. They end Up with uber eats.
Same in Germany. The Indian People dont understand that the degrees are actually wothless. They end Up with uber eats.
Critiques Indian immigrants' educational credentials as worthless and employment outcomes as underemployment, comparing to Germany.
gönnjaminblütchen
Jan 27, 2026
Hire skills not culture.
Hire skills not culture.
Advocates for merit-based immigration selection focused on skills rather than cultural considerations.
Economic Argument
0.82
elindil9303
Feb 13, 2026
This dude's an idiot it's all bull crap everything the United States send to Canada we pay huge fees to sell our products there it's only right that Canadians do the same thing a 25% …
This dude's an idiot it's all bull crap everything the United States send to Canada we pay huge fees to sell our products there it's only right that Canadians do the same thing a 25% tariff the United States is still paying more to sell goods in Canada it's only right that Canada pays the 25% tariff as well as everyone else everywhere us products are sold every other country we have huge fees and markups charged to the companies that make them so they can promote local made and goods made within their own country it's only right that the United States does the same thing while our tax dollars go to support the whole world are companies should be able and our government should be able to recoup some of that money through tariffs it's only right I'm all for paying a little bit more money so that our country can recoup some of the money that we spend and send to their countries how many billions of dollars does Canada get from the United States and they're complaining about a little tariff but yet we send billions of dollars to support them
Focuses on tariffs, trade fees, and economic reciprocity between countries, arguing for protectionist economic policy.
@jasonwinters2708
Mar 4, 2025
Indians can't help it if you €₹@€ke₹$ are too lazy to work and keep their country functional. The reason business owners prefer hiring Indians we are simply better at doing the job, and don't act …
Indians can't help it if you
€₹@€ke₹$ are too lazy to work and keep their country functional. The reason business owners prefer hiring Indians we are simply better at doing the job, and don't act entitled. You want Canadians to keep jobs in Canada, simply work harder stop crying like a little bitch about everything and be a good employee. Or get of your arse and start a business. You are not unemployed because you are being discriminated against, you are simply being outcompeted by people willing to work harder. The harsh truth of life.
Argues that Indian workers are hired due to superior work ethic and competitiveness, framing employment outcomes through economic merit rather than discrimination.
ShauryaMashruwala-y5d
Jan 29, 2026
The American economy is in deep trouble. It needs money, hence the tariffs
The American economy is in deep trouble. It needs money, hence the tariffs
Analyzes economic motivations behind tariff policy, discussing financial trouble and fiscal strategy.
Economic Argument
0.82
@paulcampbell6316
Mar 4, 2025
Trump just fcked up the entire stock market .
Trump just fcked up the entire stock market .
Claims tariffs caused stock market damage, focusing on economic consequences of the policy.
@primemarketgoods
Mar 4, 2025
Canadians don't want to work so Indians come here to work.
Canadians don't want to work so Indians come here to work.
Frames immigration through labor market dynamics, suggesting immigrants fill workforce gaps Canadians avoid.
aiisajokee
Feb 3, 2026
As an IT professional , I can say that all American programmers are thrown away from the market because of Indians. Some of them are good , some are really bad, but what I noticed... …
As an IT professional , I can say that all American programmers are thrown away from the market because of Indians. Some of them are good , some are really bad, but what I noticed... they have a common fearure...they lie constantly about their education and experience. When you are interviewing an Indian IT person , they know everything, according to their answers... but it is a lie.
Claims professional experience to argue Indian IT workers displace Americans and engage in credential fraud, mixing anecdotal narrative with economic impact claims.
direstraitspaws301
Jan 28, 2026
Please...... my born Canadians neeeeed jobs too!!!!!!!!!
Please...... my born Canadians neeeeed jobs too!!!!!!!!!
Expresses concern about job availability for Canadian citizens, framed as an economic priority issue.
daeally
Sep 10, 2025
its crazy how corpos only hire indians and indians also only hire indians but if a canadian would only hire white people he would land in prison there are less and less jobs for canadians
its crazy how corpos only hire indians and indians also only hire indians but if a canadian would only hire white people he would land in prison
there are less and less jobs for canadians
Claims about hiring discrimination and job scarcity for Canadians, mixing anecdotal observation with unsubstantiated generalizations about employment patterns.
bernddasbrot7244
Jan 27, 2026
Canada only spends 1.3% of their GDP on defense because they depend on the US to protect them.. maybe they should contribute more to their defense or give some of the money that they do …
Canada only spends 1.3% of their GDP on defense because they depend on the US to protect them.. maybe they should contribute more to their defense or give some of the money that they do not spend on defense to the US
Analyzes Canada's defense spending as percentage of GDP and argues for reallocation of resources, focusing on economic and budgetary priorities.
@tplatt1234-r9t
Mar 4, 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
Americans are rich so they don’t mind paying import tax.
Americans are rich so they don’t mind paying import tax.
Makes an economic claim comparing American and Canadian wealth in relation to import tax burden.
@jcalm1
Mar 4, 2025
We have enough. Sorry i need jobs for my sons
We have enough. Sorry i need jobs for my sons
Personal concern about job availability for family members framed as economic scarcity argument.
Adheeb-h4o
Nov 20, 2025
Well maybe Trump needs to raise the tariffs up to 50%. Since 25% only makes us even with the tariffs you charge us
Well maybe Trump needs to raise the tariffs up to 50%. Since 25% only makes us even with the tariffs you charge us
Discusses tariff rates and economic parity between nations in response to trade policy.
Economic Argument
0.82
@Edward-r2u9c
Mar 4, 2025
This affecting Canadian graduates!
This affecting Canadian graduates!
Raises concern about immigration's impact on employment opportunities for Canadian-educated citizens.
Economic Argument
0.82
jayraycreation
Oct 1, 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
Compare Videos
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)