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
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a …
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a problem. The end was great. But it lacked lto visualize what I've been saying for years : We leave the bad stuff behind. We share and teach others our cultural aspects. We're not supposed to bring the bad, the reason why we left, with us.
Critiques mass immigration policies favoring specific countries as disrupting social harmony and multiculturalism, with concern about cultural integration.
CanSalvAnemic
Sep 23, 2025
All you had to do was step up your border security.\n That was it.\n We already produce everything you export to us.
All you had to do was step up your border security.\n That was it.\n We already produce everything you export to us.
Argues Canada should have focused on border security rather than trade disputes, framed as economic self-sufficiency.
@sepp55774
Mar 4, 2025
I strongly disagree with this we now have police officers in turban not excitable turbon is not part of the uniform if you cannot wear the uniform you should not be an officer plain and …
I strongly disagree with this we now have police officers in turban not excitable turbon is not part of the uniform if you cannot wear the uniform you should not be an officer plain and simple don't apply for a job you can not fulfill
Critiques police uniform policy regarding religious headwear, framing it as incompatible with job requirements and national standards.
kimanseth8988
Sep 10, 2025
Trudeau is just as corrupt as our democrats. Trump 4TW
Trudeau is just as corrupt as our democrats. Trump 4TW
Criticizes political leadership as corrupt while asserting preference for an alternative leader, mixing policy and identity concerns.
@theschiznit101
Mar 4, 2025
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, …
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, to exploit Roxon road, to his brainless protege Sean Fraser screwing up the immigration file as well as the housing file.... he's still a minister in Carney's minority gov't.....as is Guilbault and that loose cannon Joly.
Sustained criticism of government immigration policy decisions and specific ministers, with implicit call for accountability.
malcolmhamilton5200
Jun 18, 2025
Don't be fooled Canada has been using tariffs on American goods for decades, it's not new and this isn't some bold great leader doing the right thing. He's a baby stomping his feet because he …
Don't be fooled Canada has been using tariffs on American goods for decades, it's not new and this isn't some bold great leader doing the right thing. He's a baby stomping his feet because he wants to tariff America and not be taxed back. He's not a leader and he's not a man. He's a little boy doing tiny petty things. He was fine when the gravy train made him a profit, he's mad because the free money just ran out.
Critiques government tariff policy as hypocritical and petty, with personal attacks on leadership credibility and character.
@JohnnyStrannge
Mar 4, 2025
How pathetic it is that we handed over the keys to man that needs constant flattery to not stage an all out war. We know Donald dickhead is a dumbass.
How pathetic it is that we handed over the keys to man that needs constant flattery to not stage an all out war. We know Donald dickhead is a dumbass.
Criticizes the decision to hand power to Trump, framing it as a policy/leadership failure with personal attacks.
@lordfarquad229
Mar 4, 2025
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to …
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to the country with skills that get let in. We need to deport everyone that isn’t providing any real value. Reverse this shit, religious extremism, put them back in their own countries, they act like animals and barbarians kick them out. It’s simple but the idiot boomers because their lives are set think that the world is rainbows and unicorns so they voted liberal.
Primarily critiques government immigration policy and calls for deportations and stricter laws, with secondary elements of fear-based rhetoric about extremism and demographic threat.
wesleym.766
Sep 10, 2025
This is all happening because Trudeau loves immigrants. Trudeau ruined Canada 🇨🇦. 😡😡
This is all happening because Trudeau loves immigrants. Trudeau ruined Canada 🇨🇦. 😡😡
Attributes immigration problems to Trudeau's personal preferences and claims Canada is 'ruined,' expressing both policy blame and existential threat to national identity.
angelasnyder9718
Sep 4, 2025
Not a fan of what Trudeau has done to my country over his time in office but credit where credit is due; that speech was articulate, factual and tactful. Well said Mr. Trudeau.
Not a fan of what Trudeau has done to my country over his time in office but credit where credit is due; that speech was articulate, factual and tactful. Well said Mr. Trudeau.
Expresses disapproval of Trudeau's overall record while offering qualified praise for a specific speech, balancing criticism with acknowledgment.
@Fang_Of_Metsudo
Mar 4, 2025
Our government does not care about disabled, elderly, or anyone except his billionaire buddy's and giving the m tax breaks, this man spea9is a real president no name calling g, no threats, no bullying no …
Our government does not care about disabled, elderly, or anyone except his billionaire buddy's and giving the m tax breaks, this man spea9is a real president no name calling g, no threats, no bullying no blaming Biden, Obama
Criticizes government neglect of vulnerable populations and favoritism toward billionaires, contrasting with the speaker's positive qualities.
@Amy-gu5st
Mar 4, 2025
Here is another approach to Trumps tariff. Any country like Canada, China and Mexico etc etc. All these countries can tell Trump shove it. Stop importing goods into the U.S. find other countries that can …
Here is another approach to Trumps tariff. Any country like Canada, China and Mexico etc etc. All these countries can tell Trump shove it. Stop importing goods into the U.S. find other countries that can and replace the U.S. and watch America and Republicans literally collapse. Just a thought Tariff means customer will pay more for sure.
Critiques Trump's tariff policy by proposing an alternative strategy and discussing economic consequences for consumers.
@The_CAG
Mar 4, 2025
Government is prorogue he can’t do nothing except bark on tv , what a muppet
Government is prorogue he can’t do nothing except bark on tv , what a muppet
Criticizes government's limited power and effectiveness, dismissing the leader's ability to act meaningfully.
Policy Critique
0.82
@slydady2
Mar 4, 2025
This guy isn't too bright... It's not a trade war at all it's called leveling the playing field.... Canada is not playing fair and they know it
This guy isn't too bright... It's not a trade war at all it's called leveling the playing field.... Canada is not playing fair and they know it
Dismisses Trudeau's characterization of tariffs as a trade war, arguing instead it's about fair competition, while critiquing his understanding of trade policy.
@acw2237
Mar 4, 2025
Trudeau is on his way out. Has five days left in office. He is very unpopular on both sides in Canada due to the state of things in Canada that have nothing to do with …
Trudeau is on his way out. Has five days left in office. He is very unpopular on both sides in Canada due to the state of things in Canada that have nothing to do with Trump. Obviously Americans commenting here aren’t aware of that. \n\nThe last thing most Canadians want Trudeau to do is publicly agitate Trump and make things difficult for the next prime minister.
Critiques Trudeau's domestic unpopularity and questions his diplomatic strategy toward Trump, comparing Canadian and American perspectives.
@anniecan40
Mar 4, 2025
The first woman speaking . Everything she said is caused by the liberals who want Canada crushed . Sorry but went you vote for this crap you get to eat it also. Vote conservative, wake …
The first woman speaking . Everything she said is caused by the liberals who want Canada crushed . Sorry but went you vote for this crap you get to eat it also. Vote conservative, wake up Canada if it’s not too late already
Criticizes liberal government policies and calls for voting conservative as a solution.
kirkharrington2755
Aug 25, 2025
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
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move …
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country.
And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move to and those that live in have been doing this. Which is unfortunate, it's supposed to be far better than this but peace has made people delusional in a way and started to treat Canada like a resort for their early retirement. While trying to act like they AREN'T retirees.
Critiques Canadian immigration policy as treating the country like a resort, with identity framing about who belongs and how the country should be treated.
FreshPrinceofWar
Sep 8, 2025
When will politicians stop this addictive attention behavior. Everyday wanting views and attention. We want peace ✌️ ☮️
When will politicians stop this addictive attention behavior. Everyday wanting views and attention. We want peace ✌️ ☮️
Critiques politician behavior and media-seeking conduct as problematic, calling for different political priorities.
Policy Critique
0.82
@theartofconcrete
Mar 4, 2025
It's not about the drugs its how stupid Trump is
It's not about the drugs its how stupid Trump is
Dismissive criticism of Trump's intelligence and policy approach regarding border/drug issues.
Policy Critique
0.82
@SharonRobertson-f9e
Mar 4, 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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