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
Liberalization: 10 years of it drove it into the ground and now half the boneheads voted them in again. Think aboot it.
Liberalization: 10 years of it drove it into the ground and now half the boneheads voted them in again. Think aboot it.
Criticizes liberal government policies as having damaged the country over 10 years, expressing frustration with electoral choices.
Policy Critique
0.85
50kgbrain
Aug 29, 2025
TRUDEAU YOU IDIOT YOU SHOULD HAVE BEEN ON THE DRUGS PROBLEM LONG AGO AND THE IMPORTING OF CRIMINALS AND TERRORISTS,YOU ARE THE PROBLEM, YOU DID NOTHING BUT HAND OUT FREE OPIODS, YOU ARE A DRUG …
TRUDEAU YOU IDIOT YOU SHOULD HAVE BEEN ON THE DRUGS PROBLEM LONG AGO AND THE IMPORTING OF CRIMINALS AND TERRORISTS,YOU ARE THE PROBLEM, YOU DID NOTHING BUT HAND OUT FREE OPIODS, YOU ARE A DRUG DEALER KILLING THOUSANDS, THE TRUDEAU CARNAGE CLIMATE CARTEL
Attacks Trudeau's handling of drug and immigration policy while expressing security/safety concerns about criminals and terrorists.
@gerrycooper8118
Mar 4, 2025
Petulant Child running Canada, this isn't going to end well ?
Petulant Child running Canada, this isn't going to end well ?
Criticism of Canadian leadership with an ominous prediction about negative outcomes.
@tsgetty
Mar 4, 2025
Trudeau and the Liberals are to blame for all this. They sacrificed Canada to buy their votes 🤔
Trudeau and the Liberals are to blame for all this. They sacrificed Canada to buy their votes 🤔
Blames political leaders for immigration policy decisions, implying they prioritized electoral gain over national interest.
panagopete
Aug 31, 2025
Says the guy who froze bank accounts and shut down peaceful protests. Canadians have short memories. This guy is extreme left and dangerous to our democracy. This Liberal government is doing nothing to stop the …
Says the guy who froze bank accounts and shut down peaceful protests. Canadians have short memories. This guy is extreme left and dangerous to our democracy. This Liberal government is doing nothing to stop the drugs. Trudeau caused most of the problems. Most Canadians can’t even stand the sound of his voice. He is just inflamed the situation with his rhetoric. Canadians do appreciate the international support.
Primarily criticizes government policies and leadership (freezing accounts, drug policy, rhetoric) while asserting Canadian identity and values.
@NovaMar24
Mar 4, 2025
I hope Canada learnt it's lesson now on RESPONSIBLE & VETTED immigration!
I hope Canada learnt it's lesson now on RESPONSIBLE & VETTED immigration!
Expresses hope that Canada will adopt more stringent, vetted immigration policies, critiquing current approach as insufficiently responsible.
Policy Critique
0.85
CoconutPatel
Feb 18, 2026
Trudeau is the problem! Instead of parouged parliament call an election! I am a Canadian and Trudeau has taxed the hell out of us and put Canada in a weakened position! Canadian s want Trudeau …
Trudeau is the problem! Instead of parouged parliament call an election! I am a Canadian and Trudeau has taxed the hell out of us and put Canada in a weakened position! Canadian s want Trudeau gone ASAP!
Criticizes Trudeau's taxation and governance policies while asserting Canadian identity and calling for his removal from office.
@timmccormack7975
Mar 4, 2025
Not only does he have the country fighting for basic life, with all of the unemployment and chaos he’s causing, but now he has us in trade wars with other countries who have basically been …
Not only does he have the country fighting for basic life, with all of the unemployment and chaos he’s causing, but now he has us in trade wars with other countries who have basically been on our side!?!? ??♀️
Criticizes government policies causing unemployment and chaos, and condemns trade wars with allied nations.
@WomanWithHISPlan-un4rp
Mar 4, 2025
14:15 don't forget Carney was involved with that for five years.
14:15 don't forget Carney was involved with that for five years.
Attributes responsibility to a named official for a five-year involvement in a policy matter.
Policy Critique
0.85
hotrodplumber
Feb 17, 2026
Trump is not mentally fit for office because he is a childish man
Trump is not mentally fit for office because he is a childish man
Critiques Trump's fitness for office based on character assessment.
Policy Critique
0.85
@worldclassmathe8976
Mar 4, 2025
Imagine having a leader that is coherent, respectful, and genuinely cares for his/her people. Must be nice…
Imagine having a leader that is coherent, respectful, and genuinely cares for his/her people. Must be nice…
Critiques current leadership by contrasting it with an idealized leader, implying dissatisfaction with government performance and values.
@g_young8412
Mar 4, 2025
Trump doesn’t even grasp the fact that tariffs are paid by the companies importing goods into the US and passed on to consumers - he seems to think that the tariffs are paid by the …
Trump doesn’t even grasp the fact that tariffs are paid by the companies importing goods into the US and passed on to consumers - he seems to think that the tariffs are paid by the exporting country. Some businessman!
Critiques Trump's understanding of tariff economics and questions his business acumen regarding trade policy.
@IanSanford-q6q
Mar 4, 2025
I think we should increase tariffs ofn American digital services as well, as they are, leading there.
I think we should increase tariffs ofn American digital services as well, as they are, leading there.
Proposes a specific policy response (tariffs on American digital services) as a critique of current trade arrangements.
Policy Critique
0.85
@Goldsnip
Mar 4, 2025
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Criticizes government parties and policies as destructive, with implicit call to change voting behavior.
Billiumsetay
Aug 28, 2025
This is liberals fault its there plan for all you dumb asses who voted them in you deserve this but for the ones who didn't vote for liberals time to stand up not take this …
This is liberals fault its there plan for all you dumb asses who voted them in you deserve this but for the ones who didn't vote for liberals time to stand up not take this bs by these immigrants in my opinion
Blames the Liberal government for immigration policy and calls for action against immigrants, framing it as a political failure.
tdbtdb8706
Aug 28, 2025
I support Trump and I support MAGA. However a president needs to keep his word and Trump appears to have broken his word here. He asked Canada to reign in illegal immigration to the US …
I support Trump and I support MAGA. However a president needs to keep his word and Trump appears to have broken his word here. He asked Canada to reign in illegal immigration to the US and Canada complied. He said do something about fetanyl and Canada did. Trump said the tariff's were because Canada was not acting on these but now they have and we imposed the tariff's anyway. We look like liars and cheats. \nEven with Mexico we threatened tariffs if they didn't help with crackdown on illegal immigration, fetanyl, and drug cartels. Mexico complied and is also helping us. And we still slapped tariffs on them. We lied to Mexico too. \nAnd now we want everyone to trust us to negotiate a peaceful end to the Ukraine war with Trump threatening more sanctions on China and the EU. What the heck should they trust us and believe us after what we just did. \nWhen it comes to defining your character your willingness to keep your word overrules absolutely everything else. Our president gave his word that if these countries took certain actions there would be no tariffs. They did and now he slapped them both in the face with sanctions anyway. He broke his word. This is a dishonorable action. I hope it does not escalate from there. \nIf it was about promoting or building domestic industries, I think the Canadians could have helped us with that but now.... good luck now that bridge has been burned.
Detailed critique of Trump's tariff policy as breaking promises and dishonoring agreements, combining policy analysis with moral judgment about integrity.
@rebeccacanales
Mar 4, 2025
U are a coward Trudeau!
U are a coward Trudeau!
Direct personal attack on Trudeau framed as criticism of his leadership and policies.
Policy Critique
0.85
@rabbyrich1751
Mar 4, 2025
Canadian government is to blame. None of PM are able to manage the country well, and it is deteriorated year by year, including cost of living, medical system, and infrastructures. Foreign policies are basically non-existent …
Canadian government is to blame. None of PM are able to manage the country well, and it is deteriorated year by year, including cost of living, medical system, and infrastructures. Foreign policies are basically non-existent to help the growth of the country instead support the stupid moves.
Criticizes government management across multiple domains (cost of living, healthcare, infrastructure, foreign policy) without specific immigration focus.
wkclaw
Aug 28, 2025
Because the majority voted for our sorry, unworthy prime minister
Because the majority voted for our sorry, unworthy prime minister
Blames current political leadership for immigration policy outcomes, attributing the situation to electoral choices.
Policy Critique
0.85
Sirtigereg
Aug 28, 2025
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex …
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex problem of imbalance in the multicultural immigration policy entries,, STOP favouring a particular RACE and set of people over others, setting an english test prerequisite for others and waiving for these RACE that dont even speak ABC...Create a balanced society and Maintain the Quota measures across board or scrap the quota that is not adopted seamlessly. The Problem of IMBALANCE in culture will distort the society further...Take a lesson learned from United Kingdom now being overrun ,,,Ya land at Hearthrow now ya think ya not in UK. In Canada now, if ya not from the RACE of leading population, ya dont get food (the job)...Basic needs of life are now out of the window...Canada ya got massive resources and ya still less than the STATE OF CALIFORNIA in population...Born here,,now looking to sign a work deal contract in the so called middle East. Most importantly, Canada should humble before the LORD GOD under whom the forefathers belief and obey Him, stop provoking the LORD GOD,,,Eradicate and REPENT from being Sodomic and Gomorrahic Abolish same sex ABOMINATION as The Ubited States of America is doing..for Mercy and Progress to come to this Nation under GOD ALMIGHTY...
Critiques immigration policy imbalances and racial discrimination in selection criteria, compares Canada to UK and US, and appeals to moral/religious principles for reform.
kingslyon3409
Aug 28, 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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