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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Policy Critique
5,980 comments
Bunch of typical Morans running government!!!
Bunch of typical Morans running government!!!
Expresses frustration with government competence and decision-making regarding immigration policy.
Policy Critique
0.82
JJ-ek2ec
Sep 30, 2025
Trudeau is also a dictator. We would rather Canada pay tariffs than for US citizens to pay high taxes. It makes more sense. If the products are worth it, they will still sell.
Trudeau is also a dictator. We would rather Canada pay tariffs than for US citizens to pay high taxes. It makes more sense. If the products are worth it, they will still sell.
Criticizes Trudeau's policies and argues that tariffs are preferable to high taxes, combining political critique with economic reasoning.
@davidvick68
Mar 4, 2025
There's gotta be a limit to how many foreigners can legally imigrate to a country/province/state, they must assimilate and cant depopulate
There's gotta be a limit to how many foreigners can legally imigrate to a country/province/state, they must assimilate and cant depopulate
Critiques immigration policy by arguing for numerical limits and mandatory assimilation requirements.
Policy Critique
0.82
Dres1ne
Jan 27, 2026
Mr. Tiptoe can shove it. Trump didn't start this trade war, Canada has been tariffing USA for decades. The whole world does... Starving out the one country that actually has freedom. Freedom to kick out …
Mr. Tiptoe can shove it. Trump didn't start this trade war, Canada has been tariffing USA for decades. The whole world does... Starving out the one country that actually has freedom. Freedom to kick out government when it becomes corrupt and against the people. The western side of Canada is more than welcome to stop subsidizing the east, and pay like half the taxes. Instead of stars we will throw a couple maple leafs on it and call it a day.... In the interest of international security.
Critiques Canadian government policy on tariffs and subsidies, asserts national identity and autonomy, and implies separatist sentiment.
@artwithdcrockete9909
Mar 4, 2025
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Criticizes government immigration policy as destructive while framing it as a betrayal of the nation.
dirtydan9032
Jan 29, 2026
Falsedeau thinks Trump gives a s**t what he says. NOT!! This guy will be gone hopefully sometime in March. His soon to be replacement is very conservative! He and Trump will get along just fine. …
Falsedeau thinks Trump gives a s**t what he says. NOT!! This guy will be gone hopefully sometime in March. His soon to be replacement is very conservative! He and Trump will get along just fine. I believe most Canadians are fed up with falsedeau.
Criticizes Trudeau's relevance and predicts his replacement with a conservative leader; includes unverified claim about his departure timing and successor's alignment with Trump.
@garypyland8774
Mar 4, 2025
The answer was little bit ambiguous as number of students coming from India is very large.Rather than total number of frauds from a specific country, It should be calculated based on the how many per …
The answer was little bit ambiguous as number of students coming from India is very large.Rather than total number of frauds from a specific country, It should be calculated based on the how many per entage of people who came from a specific country did the fraud. That's will be the best measure.
Critiques the methodology of fraud reporting and suggests a better statistical approach for measuring fraud rates by country.
ManishKumar-ct4sn
Sep 30, 2025
Don't be fooled by Trudeau he has economically devastated our country.\nHe doesn't care about Canadians he cares about the WEF agenda.
Don't be fooled by Trudeau he has economically devastated our country.\nHe doesn't care about Canadians he cares about the WEF agenda.
Criticizes Trudeau's economic policies and makes an unverified claim about WEF agenda influence without evidence.
@sherrimunroe3480
Mar 4, 2025
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc …
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc before letting them settle. It is your country do something otherwise this is bad!
Critiques immigration policy and calls for stricter vetting standards while asserting national identity boundaries and urging government action.
EverythingyouliketoseebyDM
Jan 29, 2026
$420 per person? Is that a joke? Let me know when you lower it $10,000 per person.
$420 per person? Is that a joke? Let me know when you lower it $10,000 per person.
Expresses skepticism about the adequacy of a $420 fee reduction, implicitly criticizing the policy as insufficient.
jjd-lx5vr
Jan 21, 2026
Brilliant speak from the Canadian Prime Minister Trudeau, absolutely brilliant. tRUMP will respond in his usual fashion...child like speaking ignorant and full of lies and praise for himself just watch. Is this what republicans voted …
Brilliant speak from the Canadian Prime Minister Trudeau, absolutely brilliant. tRUMP will respond in his usual fashion...child like speaking ignorant and full of lies and praise for himself just watch. Is this what republicans voted for, trade wars with what were once strong allies, stripping Federal Departments that ensured well being for needed services. tRUMP and his administration this is a nightmare for not just the United States but the world.
Criticizes Trump's trade war policies and dismantling of federal departments while praising Trudeau's response, framed as policy analysis.
@harryberry474
Mar 4, 2025
More right wing propaganda from the National Post. Immigrants have always made Canada a better and more interesting place to live despite the doom and gloom from the lily white and always wrong NP. A …
More right wing propaganda from the National Post. Immigrants have always made Canada a better and more interesting place to live despite the doom and gloom from the lily white and always wrong NP.
A lot of hate for people from India on here. Well, it’s the National Post, what did I expect?
Criticizes media framing and right-wing narratives while defending immigrants and expressing solidarity with immigrant communities.
GusTheDog12
Aug 30, 2025
F Trudeau, he's ruined this country for the last 9yrs. He's the reason we can't survive the tariffs because he taxes the canadian citizens far more than any other country.
F Trudeau, he's ruined this country for the last 9yrs. He's the reason we can't survive the tariffs because he taxes the canadian citizens far more than any other country.
Criticizes Trudeau's tax policies as damaging Canada's economic resilience compared to other nations.
@38brandon38
Mar 5, 2025
Canadian here. Wake up Canadians. Many people are praising Trudeau for this speech. Don't. He is out as Liberal leader within the week. He doesn't have to follow through on anything he said. Plus, he …
Canadian here. Wake up Canadians. Many people are praising Trudeau for this speech. Don't. He is out as Liberal leader within the week. He doesn't have to follow through on anything he said. Plus, he just stated that he's smart enough to suggest that Trump just put a 25% tax on Canadian goods for Americans but he also thinks that you are dumb enough not to realize that he just put a 25% tax on Canadians for American goods. Trudeau basically created the situation for these tariffs (open border to let anyone come here). He loves this as he gets to take the apparent moral high ground for the first time in his life and wants this speech to be the way he is remembered rather than years of failing Canada. Forget about the last 9 years and vote Liberal if you are a fool.
Canadian commenter provides detailed critique of Trudeau's policies and political motives, with personal identity assertion ('Canadian here').
@alexlongfield2113
Mar 4, 2025
Women like Vassey, is why we have problems with immigration. They want & do everything they can for non Canadians to get everything free!
Women like Vassey, is why we have problems with immigration. They want & do everything they can for non Canadians to get everything free!
Criticizes a named politician's immigration stance while using gendered framing to suggest preferential treatment for non-Canadians.
jccarriere3719
Feb 24, 2026
I am ashamed of our current government. I did not vote for this. Please know this is not what we wanted.
I am ashamed of our current government. I did not vote for this. Please know this is not what we wanted.
Expresses disapproval of current government policies and asserts that this does not represent the commenter's values or voting preference.
@BlissfulShesha
Mar 4, 2025
You have to bring up the issue of NORAD. A Radar screen that has been protecting us for decades.
You have to bring up the issue of NORAD. A Radar screen that has been protecting us for decades.
Urges attention to NORAD as a critical policy issue, implying it should be central to Canada-US relations discussion.
@bobwitkowski6410
Mar 4, 2025
In your next video don't forget to mention how businesses (small & large) get incentives via government subsidies to hire immigrants. Teenagers and uni students born here can't find jobs at fast food places anymore …
In your next video don't forget to mention how businesses (small & large) get incentives via government subsidies to hire immigrants. Teenagers and uni students born here can't find jobs at fast food places anymore because those places are full of people who barely speak the language.
Critiques government subsidies for hiring immigrants and argues this policy disadvantages Canadian-born youth in the job market.
ColdFridge1
Sep 19, 2025
I'm Canadian. Immigration is for votes.... Canada needs someone like Trump to clean up our mess. Too much to say. This might not even post...
I'm Canadian. Immigration is for votes....
Canada needs someone like Trump to clean up our mess.
Too much to say. This might not even post...
Critiques immigration policy as politically motivated while calling for strong leadership intervention.
shawnfoogle920
Jan 27, 2026
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty …
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty of this nonsense.
Critiques deportation insufficiency and employment practices favoring foreign workers over Canadian-born pilots, combining labor and national preference concerns.
donmiester45
Dec 25, 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)