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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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Policy Critique
5,980 comments
Funny how the people who insistes tariffs are not paid by the people _for an entire year_ are still lecturing us on tariffs.
Funny how the people who insistes tariffs are not paid by the people _for an entire year_ are still lecturing us on tariffs.
Critiques government policy on tariffs and accuses policymakers of hypocrisy or inconsistency in their economic arguments.
Policy Critique
0.80
Reptex_krka
Feb 3, 2026
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they …
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they hire outside their community they hire one or may be two. That is it.
So businesses in canada have to be checked if the employees are from different country of orgin.
Proposes government monitoring of naturalized citizens' hiring practices, framed as policy suggestion but rooted in discriminatory assumptions about in-group hiring.
woldekidanitbarek9514
Jan 29, 2026
Can you just cut 95% of Indian International Workers (aka International Students from India)? Except for those who are really talented for UofT class schools? Indians firing all Canadians of all colors and races, to …
Can you just cut 95% of Indian International Workers (aka International Students from India)? Except for those who are really talented for UofT class schools? Indians firing all Canadians of all colors and races, to fill the positions with International Workers (International Students from India).
Calls for reducing Indian international workers/students and criticizes hiring practices that allegedly displace Canadian workers of all backgrounds.
James-l5b2l
Jan 30, 2026
This is the reason why we need immigration enforcement. Can’t let this happen in the US.
This is the reason why we need immigration enforcement. Can’t let this happen in the US.
Calls for stricter immigration enforcement while expressing concern about negative consequences, mixing policy argument with threat framing.
MrFijiBoySako
Jan 29, 2026
how could our government allow this to happen.....INTERGRATE or LEAVE
how could our government allow this to happen.....INTERGRATE or LEAVE
Criticizes government immigration policy and demands cultural assimilation or deportation.
gabrielehalley8533
Jan 29, 2026
I get it, Im not close to Canada, never been there either but its on my list. If you migrate to a country that is not yours then you should follow the rule of the …
I get it, Im not close to Canada, never been there either but its on my list. If you migrate to a country that is not yours then you should follow the rule of the land and assimilate into their culture, not impose your own. Sure you can celebrate stuff like religious holidays but trying to fight for an independent state is just absurd, selfish and the same behaviour as any other coloniser.
Critiques immigration policy by arguing migrants should assimilate rather than maintain separate cultural/political identities.
SFWN
Jan 29, 2026
What’s happening in Canada is cultural imperialism and it is ruining our country. Mass immigration is destroying our economy and effecting our voting
What’s happening in Canada is cultural imperialism and it is ruining our country. Mass immigration is destroying our economy and effecting our voting
Critiques immigration policy as 'cultural imperialism' while expressing economic and political concerns about demographic change.
mrrespect4874
Jan 29, 2026
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to …
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to our country. I agree, I think if people come to my country, they need to assimilate. Learn our languages, understand our culture and integrate. I feel that they need to create another sector to follow up on visas, check in on people, monitor.
I also feel the banks need to monitor the amount of money people are sending back home, I understand some money. But not everything.
Analyzes and critiques immigration policy, visa monitoring, assimilation requirements, and financial oversight while asserting national identity expectations.
shayitalready
Jan 29, 2026
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government …
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population.
And it's worse for everyone and the government is taxing us more and spending it on everything but Canadians and Canadian infrastructure.
Criticizes government policy decisions on immigration and integration while raising economic concerns about taxation and spending priorities.
bronzremix
Jan 29, 2026
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation is suppost to do? Our border is unguarded along america allowing illegal migrants who come to our countries from around the world to sneak into the usa or sneak into Canada, 73% of all our exports go to the usa, usa is no longer rather our boss, all these prideful canadians dont realize that our whole economy hinges on america lol, russia and china have been investing in making milltary bases in the artic, if we dont secure our artic then the usa will do it for us, but if that happens then who will really own the artic?
Comprehensive critique of Canadian sovereignty, border control, and economic/military policy, with comparative references to USA, Russia, and China.
ineedabettername100
Jan 29, 2026
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. …
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. Turn great communities into shitholes. I didn't even know they had those big statues hanging around the city. I don't ever venture into Brampton anymore, as I don't do service calls or work as a mechanic. I basically got told, without being told they wanted a more diverse field of technicians. Over 12 years of work trying to get my mechanics license and I'm out. Guys can't even diagnose a ground on a vehicle, yet they can get the Red Seal license cause the "translator" gave them all the answers on the test. Lots of them coming over on student visas just to drop out or not go to school completely and take up basic minimum wage jobs from the actual tax payers of our Great? nation.
The truck driving is also insane up north, past Thunder Bay. Trucks in ditches every 30-50 km's. Wheels coming off of trucks, turning around on the 2 lane highway in the middle of no where and gets the truck stuck cause they wanted to do a U-turn at 3am on blind corners. We driving our 3/4 ton work trucks have to pass our exits all the time cause they have their feet on the dash tailgating you. 90% of the ones that have come over, have made Canada a worse place to work/live.
Extended critique of government policy and immigration's effects on job availability, housing costs, and community character, with unverified claims about immigrant competency and fraud.
sweetmammoth7067
Jan 27, 2026
Where is the Canadian government? Why let senseless Punjap migration into their country? Not no traffic controls and rules 😮
Where is the Canadian government? Why let senseless Punjap migration into their country? Not no traffic controls and rules 😮
The commenter criticizes government policy regarding immigration and mentions specific ethnic groups, combining policy critique with identity-based framing.
rajkumarvelupillai1447
Jan 28, 2026
1:48 the fake colleges are the real ones. Conestoga has become a diploma mill because they can make so much money pumping out foreign students.
1:48 the fake colleges are the real ones. Conestoga has become a diploma mill because they can make so much money pumping out foreign students.
Criticizes educational institutions for prioritizing profit from foreign students over quality, combining institutional critique with economic concerns.
thatheckingguy
Jan 28, 2026
If you use that knofe fornself defense in Canada, you're going to jail.
If you use that knofe fornself defense in Canada, you're going to jail.
Comment critiques Canadian self-defense laws as overly restrictive, framing them as problematic government policy.
Policy Critique
0.80
EricSchneider82
Jan 27, 2026
believe it or not you cannot legally buy and carry a knife with the stated purpose of protecting yourself from people. you would face huge legal consequences for that! how insane is canada
believe it or not you cannot legally buy and carry a knife with the stated purpose of protecting yourself from people. you would face huge legal consequences for that! how insane is canada
Criticizes Canadian legal policy regarding self-defense weapons while expressing concern about its severity.
jacksonflint2630
Jan 29, 2026
Why isn't Canada checking their visas. This is why this is happening. They should not be here. They can build up their country better if they're in their country. This is disgusting
Why isn't Canada checking their visas. This is why this is happening. They should not be here. They can build up their country better if they're in their country. This is disgusting
Criticizes Canadian visa checking procedures as inadequate while expressing moral disapproval of immigration, blending policy and threat concerns.
Cbuddy30
Jan 29, 2026
As for the smugglers they should be thrown in jail then deported after serving their time
As for the smugglers they should be thrown in jail then deported after serving their time
Advocates for stricter punishment of human smugglers through incarceration and deportation.
torontosfavoritepromoter7416
Jan 29, 2026
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!!
1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa.
2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city.
3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%.
4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime!
5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate
6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom.
7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job!
8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them!
8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know.
9. There are real reasons to worry! Don’t create that doesn’t even exist!
10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Critiques government immigration and education policy while arguing that systemic greed rather than immigrants is the root cause of social problems.
jethalalgada524
Jan 29, 2026
"Invasion", while it was the previous Canadian government that let in a flood of Indians by letting Canadians run fake diploma mills, including but not limited to khalistani terrorists despite warnings from the Indian govt. …
"Invasion", while it was the previous Canadian government that let in a flood of Indians by letting Canadians run fake diploma mills, including but not limited to khalistani terrorists despite warnings from the Indian govt. But not taking any blame is a part of white culture so it is wt it is ig. Keep importing our worst, keep blaming others instead of your govt, helps us back home
Critiques Canadian government immigration policy and fake diploma mills while comparing cultural accountability between nations, deflecting blame from immigrants.
Idk-nh7ko
Jan 29, 2026
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc.
They can speak their language amongst themselves and enjoy their culture at home.
The guy with the bike is disgusting with his comments about people from Africa.
A few bad people don't describe an entire race.
One of the dumbest things a person can do is bring a weapon with them unless they are trained on how to use it.
Meeting a human smuggler is dangerous and stupid.
Critiques integration expectations while condemning racism and dangerous behavior, balancing concerns about cultural assimilation with ethical principles.
BadgerDevil
Jan 29, 2026
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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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