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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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Unverified Claim

3,221 comments
Page 90 of 162
what you mean no taxes thats total bullshit that the problem they dont respect anything but themselves
what you mean no taxes thats total bullshit that the problem they dont respect anything but themselves
Makes an unsubstantiated claim that immigrants don't pay taxes and don't respect anything, presented as fact without evidence.
scottjones4888 Oct 30, 2025
14:47 No hate to other religions??? Watch ur Indian Hindus what they do to the other minority religions
14:47 No hate to other religions??? Watch ur Indian Hindus what they do to the other minority religions
Makes a generalized factual claim about Hindu treatment of minorities without evidence, framed as a counter-argument to the video's message.
Ryan_XV Oct 11, 2025
UK has the same problem with Indians and student visas. India, Nigeria, and Pakistan commit the most student visa frauds or non compliance in the UK. It was in the papers a couple of years …
UK has the same problem with Indians and student visas. India, Nigeria, and Pakistan commit the most student visa frauds or non compliance in the UK. It was in the papers a couple of years ago. Indians cause too many problems and countries need to be like the US and expel them or make it harder for them to come in. I can say in London, London Metropolitan University and University of East London have way too many Indians and Pakistanis who barely speak English and from what I heard, some take their visas and run off into the sunset. Luckily at my university, in my program, only 1 or 2 Indians.
Makes specific unverified claims about student visa fraud rates by nationality and anecdotal assertions about visa violations without evidence, framed within comparative international context.
quillsandspills Nov 2, 2025
wondering who is doing their nursing exams??? are they just passing them, maybe the same as driving exams, all cheating
wondering who is doing their nursing exams??? are they just passing them, maybe the same as driving exams, all cheating
Makes unsubstantiated claims about exam cheating among immigrants without evidence.
maxsordi Oct 27, 2025
Came here as a student not surprisingly and he’s probably here illegally on a expired student visa 🤦‍♂️
Came here as a student not surprisingly and he’s probably here illegally on a expired student visa 🤦‍♂️
Makes an unverified assumption that a specific individual is 'probably here illegally on an expired student visa' based solely on appearance or context.
daylanm66 Oct 14, 2025
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have …
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have been killing the native Asian matriarchal societies and forcing them into patriarchal societies. Only one left to be forcibly converted to patriarchal society. On the other hand, India has been committing the genocide and ethnic cleansing of the native Asian population, with the West supporting it.
Makes sweeping unsubstantiated claims about Indian immigrants causing genocide, ethnic cleansing, and forced cultural conversion without evidence, combined with threat framing.
marmara9741 Oct 3, 2025
fake diploma mill school the loop hole of the people from deep rural villagers.
fake diploma mill school the loop hole of the people from deep rural villagers.
Makes specific factual claim about diploma mills and rural villagers exploiting loopholes without evidence, presented as assertion.
DManfrommanila Oct 5, 2025
She knows exactly why she's not tracking the 'missing' ones. Wink, wink. Easy entry
She knows exactly why she's not tracking the 'missing' ones. Wink, wink. Easy entry
Makes an unsubstantiated factual claim that government officials are deliberately hiding data about missing immigrants.
querrythis Oct 4, 2025
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Multiple unsubstantiated claims presented (Ponzi scheme, geopolitical conspiracy involving DeGaulle/Washington/Soviet bloc, human trafficking operation) alongside personal identity assertion and policy criticism.
manofsan Oct 2, 2025
Start checking the Indian Resturant, that's where their working.
Start checking the Indian Resturant, that's where their working.
Makes an unsubstantiated claim about where immigrants are working, implying they are underemployed or in low-status jobs.
sharonpatricia1335 Oct 1, 2025
This'll never make it to articles in main papers it's hilarious how much they cover this up instead of covering it🎉
This'll never make it to articles in main papers it's hilarious how much they cover this up instead of covering it🎉
Claims without evidence that mainstream media is deliberately covering up immigration issues, suggesting conspiracy.
Herrmdogg403 Sep 30, 2025
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Asserts a conspiracy theory about a takeover plan starting in the 1980s without factual support.
Metoo12390 Sep 29, 2025
I wonder how many of these students are trafficked and killed.
I wonder how many of these students are trafficked and killed.
Poses a speculative question presenting an unsubstantiated claim about human trafficking and student deaths without evidence.
JustSurrender-h2r Sep 28, 2025
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when …
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when they hire indian international students, another indian for the POC category. Or outright corruption that indian government workers do from selling driver's licenses, CDLs etc.
Makes specific unverified claims about Indian workers exploiting refugee and wage subsidy systems, mixed with economic critique.
rickrollrizal Sep 29, 2025
Criminals on student Visa hasn’t been charged because the Judge thinks that will affect them to obtain the Residency in Canada, that’s how stupid Justice system is right now.
Criminals on student Visa hasn’t been charged because the Judge thinks that will affect them to obtain the Residency in Canada, that’s how stupid Justice system is right now.
Makes a specific factual claim that judges deliberately avoid charging criminals on student visas to protect residency prospects, presented without evidence.
AGLCCXX Sep 29, 2025
Always scammer even the landlord of that origin are scammers.
Always scammer even the landlord of that origin are scammers.
Makes sweeping generalization about dishonesty tied to ethnic/national origin without evidence, combining stereotype with unsubstantiated claim.
Jaydanakim Sep 29, 2025
Lets also account for the ODSP Child Tax fraud immigrants....
Lets also account for the ODSP Child Tax fraud immigrants....
References a specific fraud category attributed to immigrants without providing evidence or context.
1013VS Sep 28, 2025
I am an Indian and i am telling you each one of them is telling you what you need to hear ( their original expression of identity comes out when they are around their own …
I am an Indian and i am telling you each one of them is telling you what you need to hear ( their original expression of identity comes out when they are around their own kind like in India the same hindu sabha will INDIRECTLY throw you out for being a lower caste or a christian or if muslim than you are done even direclty ) everyone of them is lying like every single one of them except the POLISH guy
Makes sweeping unsubstantiated claims about immigrants' hidden discriminatory behavior and dishonesty based on alleged insider knowledge.
podcatchannels2292 Sep 20, 2025
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many …
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many liberal voters voted for liberals and that snake? All these years and did not see what was happening to this country destroyed forever. They run the airports. They run the drugs, the theft, the corruption, the crime.
Makes specific factual claims about immigrants committing crimes and controlling airports/drugs without evidence, combined with government criticism.
Doug-zl8nb Sep 20, 2025
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system …
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system exactly to do that
Makes vague unverified claims about tax burden preventing Canadian births and immigrants exploiting the system, without specific evidence.
KevR-h5o Sep 12, 2025
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Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

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Which discourse types most frequently appear together on the same comment

Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)