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
Trudeau destroyed Canada with carbon taxes and bad liberal policies. Trudeau is a spoiled rich brat dictator. \nNow he is using trump as a smoke screen.
Trudeau destroyed Canada with carbon taxes and bad liberal policies. Trudeau is a spoiled rich brat dictator. \nNow he is using trump as a smoke screen.
Criticizes government policies (carbon taxes, liberal policies) and the Prime Minister's leadership, with personal attacks framing.
@robertblack8334
Mar 4, 2025
Good Luck with that! I mean, what's new? You've had a tariff on the US forever now. Next time Trudeau, you need to grow a set of balls and speak with the president. Don't address …
Good Luck with that! I mean, what's new? You've had a tariff on the US forever now. Next time Trudeau, you need to grow a set of balls and speak with the president. Don't address the US. Address the president of the United States in person, or at the very least the phone call. Congrats, you just screwed over the Canadian people. So again what's new?
Criticizes Trudeau's handling of tariffs and diplomatic approach, arguing he failed to adequately represent Canadian interests.
@clintbell3574
Mar 4, 2025
I am not republican or democrat and not a blind supporter of any leader. I criticize Trump as well-BUT - No one damaged Canada as much as this guy! He did so bad that he …
I am not republican or democrat and not a blind supporter of any leader. I criticize Trump as well-BUT - No one damaged Canada as much as this guy! He did so bad that he had to resign- he’s not even worthy of being the leader of Canada! He is simply using the opportunity to cover his incompetence! PATHETIC! This guy is embarrassing himself and his country!
Systematically critiques Trudeau's governance record and competence, claiming he damaged Canada and is now using speeches to cover incompetence.
@CCP2024P
Mar 4, 2025
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Argues that wealthy Western nations should prioritize native populations and advocates for stricter immigration policies and deportations.
inspiredbynatureinspiredby5586
Aug 25, 2025
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good …
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good to virtue signal and then complain how you struggle to feed your kids while corporations have been making record profits year after year.
Criticizes liberal government policy on immigration while framing it as economically motivated by corporate interests in cheap labor.
Nebzz
Jan 27, 2026
If our universities cannot financially survive without immigrants tuition money then I propose we shut down all universities.
If our universities cannot financially survive without immigrants tuition money then I propose we shut down all universities.
Critiques the reliance of Canadian universities on international student tuition revenue and proposes an alternative policy solution.
Policy Critique
0.88
Rickristian
Sep 28, 2025
Instead of standing down, the Canada PM decided to impose 25% tariffs on its own people just to combat a war with the USA instead of mending their relationship and fight the fentanyl crisis together.
Instead of standing down, the Canada PM decided to impose 25% tariffs on its own people just to combat a war with the USA instead of mending their relationship and fight the fentanyl crisis together.
Criticizes Canadian PM's tariff policy as counterproductive and argues for alternative approaches to US relations and domestic crises.
@truly206
Mar 4, 2025
end the carbon tax trudeau or you're worse than trump!
end the carbon tax trudeau or you're worse than trump!
Criticizes carbon tax policy and implicitly calls for its removal through demand directed at Trudeau.
@bradofsaa
Mar 4, 2025
There were two things that Canada had to do to avoid Trump's tariffs. Increase our Defense spending and stop the flow of drugs and illegal aliens entering the US thru Canada. Trudeau only talked about …
There were two things that Canada had to do to avoid Trump's tariffs. Increase our Defense spending and stop the flow of drugs and illegal aliens entering the US thru Canada. Trudeau only talked about the drug issue. If Trudeau cancels the $ 40 Billion unsolicited contract to SNC Lavalin, and instead gives that $ 40 Billion to Canada's military to buy new weapons and train more soldiers Trump will, I am positive, immediately drop the tariffs against Canada!
Critiques Trudeau's policy response to tariffs and proposes alternative defense spending strategy to address Trump's demands.
@MarkKlimaszewski
Mar 4, 2025
This is very pathetic. Entering and staying in Canada by submitting fraudulent documents is crime. Government should take strict action.
This is very pathetic. Entering and staying in Canada by submitting fraudulent documents is crime. Government should take strict action.
Criticizes government enforcement of immigration fraud and calls for stricter action on document falsification.
ravishinghomes1
Oct 1, 2025
Asylum seekers should not get any coverage at all.
Asylum seekers should not get any coverage at all.
Direct policy position opposing healthcare coverage for asylum seekers, framed as a normative claim about government resource allocation.
Policy Critique
0.88
brucecampbell7347
Feb 24, 2026
Justin was being too generous. Donny is a moron straight across the board. A certified cretin.
Justin was being too generous. Donny is a moron straight across the board. A certified cretin.
Criticizes Trudeau's generosity as excessive while insulting Trump with derogatory language.
Policy Critique
0.88
@chapachuu
Mar 4, 2025
The Liberals have DESTROYED this country.
The Liberals have DESTROYED this country.
Directly criticizes government (Liberal party) policy as destructive to the country, attributing national problems to political leadership.
Policy Critique
0.88
Zeromus5555
Jan 27, 2026
how did we get here ? simple answer is policy allowed it
how did we get here ? simple answer is policy allowed it
Directly attributes current immigration situation to permissive government policy decisions.
Policy Critique
0.88
Vaniezxx
Jan 22, 2026
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Criticizes Liberal policies for failing to serve citizens and prioritizing political interests over public welfare.
brianclement9240
Feb 17, 2026
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and go back.
Critiques Canadian immigration and citizenship policy by proposing a restrictive alternative model based on GCC countries.
manucpunnoose
Aug 25, 2025
Trump has massively overgambled. He’s fucked now, entire world has turned on you.
Trump has massively overgambled. He’s fucked now, entire world has turned on you.
Critiques Trump's negotiating strategy as overreaching and counterproductive, claiming it has isolated the U.S. internationally.
Policy Critique
0.88
@leonardjohnny67
Mar 4, 2025
The liberals do not want to deport them!
The liberals do not want to deport them!
Criticizes Liberal government policy on deportation of immigrants.
Policy Critique
0.88
@enchantedape8180
Feb 22, 2026
American here. Trump is an incompetent man! Not only is his trade war with Canada, Mexico, and China breathtakingly stupid, it also raises prices for Americans, costs American factories jobs, and isolates us from our …
American here. Trump is an incompetent man! Not only is his trade war with Canada, Mexico, and China breathtakingly stupid, it also raises prices for Americans, costs American factories jobs, and isolates us from our allies. And just today, Trump paused aid/arms to Ukraine. Putin has no incentive to make concessions now, knowing that Trump has cut off arms to Ukraine. Our apologies to your Canada. We are fucked! If you could put a 100% tariff on Tesla, you'd be doing us a HUGE favor.
American criticizing Trump's trade and foreign policy as economically damaging and strategically foolish, with apology to Canada.
@reggieongoogle3583
Mar 4, 2025
I'm canadian here in Canada - most of us despise trudeau and are struggling to survive under his high tax regime. We want trudeau to sit down and shut up and stop robbing us Canadians …
I'm canadian here in Canada - most of us despise trudeau and are struggling to survive under his high tax regime. We want trudeau to sit down and shut up and stop robbing us Canadians of a living and of our election. We have wanted an election for months now. He has denied us that.
Self-identified Canadian expressing criticism of Trudeau's tax policy, economic impact, and denial of elections.
@Wild_Vegan_Child
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
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Solidarity
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JamCan
36
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Policy Critique
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CTV News
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2,078
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89
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Fear / Threat
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1,549
CNN
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204
Toronto Sun
118
Meta-Commentary
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Unverified Claim
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Moral Argument
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704
RocaNews
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JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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