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
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Presents statistical claims about Indian immigrant success (income, education, crime rates, property values) to counter criticism, with comparative framing against other groups.
shaheedbhaghatsingh3974
Jan 27, 2026
“I’d rather go back” “punjab is better” so fucking leave then. I’d like my cheese to not be 10$ a fucking block for the COMPLIMENTS brand
“I’d rather go back” “punjab is better” so fucking leave then. I’d like my cheese to not be 10$ a fucking block for the COMPLIMENTS brand
Dismisses immigrants' complaints while pivoting to economic grievances about high food prices as the real problem.
madi7740
Jan 28, 2026
its not an invasion. go look at india at the situation they are in. the living conditions are horrible there, and when people look at countries, the go to big countries for jobs. ofc theres …
its not an invasion. go look at india at the situation they are in. the living conditions are horrible there, and when people look at countries, the go to big countries for jobs. ofc theres going to be a lot. not an invasion, just people trying to have a better life, and everyone hating on them for it.
Defends immigration by explaining economic motivations (poor conditions in India, job-seeking) and appeals to fairness in judging migrants' choices.
lunaristaken.
Jan 28, 2026
They are reciprocal tariffs jack off. Canada been taking advantage of the US for years.
They are reciprocal tariffs jack off. Canada been taking advantage of the US for years.
Discusses tariffs and trade advantage between Canada and the US, framing it as economic exploitation.
@bigbloc540
Mar 4, 2025
They got the poors blaming immigrants instead of the billionaires robbing them. Genius.
They got the poors blaming immigrants instead of the billionaires robbing them. Genius.
Critiques the framing of immigration as a scapegoat for economic inequality caused by billionaires and wealth concentration.
nicoj3660
Jan 28, 2026
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians …
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians
Canada is 159 years old as if the land wasn’t already home to Indigenous peoples for thousands of years before you politely showed up and called it a country. Now teaching the world manners -- classic😂
Defends Indian workers' economic contribution and work ethic while critiquing Canadian laziness and historical colonialism.
Ibrahimmmh727
Jan 28, 2026
Whg should we pay your way when are people are starving
Whg should we pay your way when are people are starving
Questions resource allocation between immigration and domestic poverty, framing immigration as economically competing with citizens' needs.
@user-cn7fm7vr8l
Mar 4, 2025
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in …
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in the job market because the govt subsidizes their wages with our taxes.
Combines personal observation with economic concerns about job market competition and wage subsidization.
dlcarbonneau3750
Jan 28, 2026
Not all of them are shit people. But most of them are disgusting. I stopped eating fadt food when they took over. The absolute worst thing about them is the minimum wage subsidies the government …
Not all of them are shit people. But most of them are disgusting. I stopped eating fadt food when they took over. The absolute worst thing about them is the minimum wage subsidies the government gives them. The whole system regarding these people is corrupt.
Criticism of government wage subsidies and economic system corruption related to a specific group, framed as economic grievance.
Pray4Mojo1
Jan 27, 2026
Us too All our companies Our poor data Also import from the world most polluted nation 😮 Our spices and food. Smh.
Us too
All our companies
Our poor data
Also import from the world most polluted nation 😮
Our spices and food. Smh.
Critiques economic and environmental impacts of imports and foreign companies, expressing concern about data security and pollution.
amazon4716
Jan 28, 2026
380 million dollars that could have been given out to Canadians as disability cheques to sit and comment on here.
380 million dollars that could have been given out to Canadians as disability cheques to sit and comment on here.
Contrasts immigration spending with domestic social welfare spending, implying resource allocation priorities.
CopyrightStriker13
Dec 24, 2025
dude in front of the store smokin cigarette is thankful for their slave wages lol
dude in front of the store smokin cigarette is thankful for their slave wages lol
Critiques low wages paid to immigrant workers, expressing concern about labor exploitation.
maestrozilla
Jan 28, 2026
Canadians are without jobs. This lawyer’s income depends on immigration.
Canadians are without jobs.
This lawyer’s income depends on immigration.
Argues that Canadian unemployment is a problem and suggests the lawyer/policy-maker has financial incentives to support immigration, combining economic concern with conflict-of-interest accusation.
samarsyal3811
Jan 19, 2026
I just watch mr trump speak with regards to tariff impose on canada mexico and china..he's proud in saying that a lot of foriegn companies will soon build factories and offices in the US. Providing …
I just watch mr trump speak with regards to tariff impose on canada mexico and china..he's proud in saying that a lot of foriegn companies will soon build factories and offices in the US. Providing billions of jobs and revenue. He said that if these companies would come to the United States where will be no tariff, lower taxes and easy life for the Americans. My question is: is he trying to kill other countries?? He said Ukriane is gambling with WW3, well i can say its WAR with GUNS..what he is doing is already WW3 using economic saborage...just my opinion...
Analyzes Trump's tariff and economic strategy as potential economic warfare, questioning geopolitical consequences.
@Metongbaby0831
Mar 4, 2025
Tariffs are paid by importers,Canada and Mexico are suppliers ,Dumb.
Tariffs are paid by importers,Canada and Mexico are suppliers ,Dumb.
Critiques tariff policy by explaining economic mechanics of how tariffs work on importers and suppliers.
@ManuelBorja-zc7oy
Mar 4, 2025
There Canada pm. About happened after Ukraine we being suffer high tax high prices all teachers and medical don't extra play all grocery food price becoming more more higher now
There Canada pm. About happened after Ukraine we being suffer high tax high prices all teachers and medical don't extra play all grocery food price becoming more more higher now
Focuses on economic hardships including high taxes, prices, and cost of living increases attributed to government policy.
@viktoriyaivanovnaserebryak5781
Mar 4, 2025
Americans are tired of subsidizing Canada. Let’s be done.
Americans are tired of subsidizing Canada. Let’s be done.
Frames the relationship as economic burden and calls for ending subsidization of Canada.
@kdavis5460
Mar 4, 2025
Canada has benefited from the USA for many years — it’s time to step up and contribute. ? Let’s focus on fairness and sharing the responsibility don’t bitch about it pay us.
Canada has benefited from the USA for many years — it’s time to step up and contribute. ? Let’s focus on fairness and sharing the responsibility don’t bitch about it pay us.
Argues that Canada has economically benefited from the USA and should contribute more fairly, framing the issue in terms of economic responsibility and burden-sharing.
@DevilTime247
Mar 4, 2025
A year and a half looking for work .. welfare claims thru the roof
A year and a half looking for work .. welfare claims thru the roof
Commenter links immigration to unemployment and welfare costs, framing it as an economic problem.
BowieGenetics
Feb 13, 2026
You did not play a head count game. Omgawd. People from Brampton don't want to work at Tim Hortons or they would. I did just find out there was kickbacks from the government for having …
You did not play a head count game. Omgawd. People from Brampton don't want to work at Tim Hortons or they would. I did just find out there was kickbacks from the government for having immigrant workers, like their pay is subsidized I think.
Discusses employment dynamics, government subsidies for immigrant workers, and labor market participation.
ratedrachel3670
Jan 27, 2026
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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)