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
Search & Filter
Policy Critique
5,980 comments
Oh boy.. very emotional.. this guy is making it worse..Unfortunately nobody is taking him seriously as he no longer runs this country.. take to us Canadians as a grown ups not kids.. idiot?
Oh boy.. very emotional.. this guy is making it worse..Unfortunately nobody is taking him seriously as he no longer runs this country.. take to us Canadians as a grown ups not kids.. idiot?
Criticizes the speaker's approach and emotional tone while dismissing his current political relevance.
@ronm9274
Mar 4, 2025
Hes screwing himself and his people. They will ruse up against him.
Hes screwing himself and his people. They will ruse up against him.
Criticizes a political leader's actions with an implicit warning of popular backlash, blending policy critique with threat language.
@MIKE2HANDS
Mar 4, 2025
Trudeau is swimmin in the Peoples Money he only cares for his DONNORS
Trudeau is swimmin in the Peoples Money he only cares for his DONNORS
Criticizes Trudeau's financial priorities and makes unverified claims about donor influence.
@CookedSociety
Mar 4, 2025
Liberalism at its finest.
Liberalism at its finest.
The comment dismisses immigration policy as 'Liberalism at its finest,' framing it as ideological critique of government approach.
ivanvas55
Jan 28, 2026
Absolutely it's not a trade war and don't try to incite blind nationalism. The tariff to be imposed on Canada by US clearly is a demand/indication forcing Canada to look into then curb the drug …
Absolutely it's not a trade war and don't try to incite blind nationalism. The tariff to be imposed on Canada by US clearly is a demand/indication forcing Canada to look into then curb the drug problem, which has already destroyed Canada and endangered the national security of US. Wake up and act sensibly before it's too late to save Canada.
Analyzes tariffs as a policy tool to address drug problems and national security concerns, framing it as justified pressure on Canada.
@ricokwan7178
Mar 4, 2025
Governor todo ??? . Lost a great ally India for supporting separatist criminal group now lecturing america how to maintain good relationship with allies
Governor todo ??? . Lost a great ally India for supporting separatist criminal group now lecturing america how to maintain good relationship with allies
Commenter criticizes Canadian government's foreign policy decisions regarding India and separatist groups, with an unverified claim about losing an ally.
@wisteria8791
Mar 4, 2025
The dumbest guy in charge of a country Donald Trump!! A simple Puppet
The dumbest guy in charge of a country Donald Trump!! A simple Puppet
Insults Trump's intelligence and leadership while using sarcasm to characterize him as a puppet, blending critique with mockery.
@luisrios572
Mar 4, 2025
Canada should put dams on rivers going to US. dont give them water
Canada should put dams on rivers going to US. dont give them water
Suggests Canada should restrict water resources to the US, framing this as a policy position in comparative context.
@housedenzkie8293
Mar 4, 2025
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the …
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the initial question. Rarely you'd see that on the right.
Critiques how political actors (the left) respond to questions about policy, suggesting inadequate or evasive answers.
protoeuropean9012
Sep 29, 2025
The problem is, that most Trump voters would hardly ever watch this, prisoners as they are of their own imaginary bubbles and propaganda TV, though not all are necessarily brainless twats as their idol.
The problem is, that most Trump voters would hardly ever watch this, prisoners as they are of their own imaginary bubbles and propaganda TV, though not all are necessarily brainless twats as their idol.
Critiques Trump voters' media consumption and political awareness while making a broader commentary on political polarization.
@olracsobi8352
Mar 4, 2025
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !?
We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right .
Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Critiques Canadian immigration policy and governance while comparing to India, mixing factual critique with unsubstantiated claims about infiltration.
JyotirmoyMallickPhysics
Feb 28, 2026
Canada should have stepped up and taken care of drugs without trump's stimulation ? weird
Canada should have stepped up and taken care of drugs without trump's stimulation ? weird
Critiques Canada's drug policy response while questioning whether Trump's involvement was necessary, combining skepticism with implicit policy analysis.
@TFPPttt
Mar 4, 2025
Trudeau is a DICTATOR criticising Dictators?\n\nMake it make sense!\n\nTrudeau is a WEF Richard Edward
Trudeau is a DICTATOR criticising Dictators?\n\nMake it make sense!\n\nTrudeau is a WEF Richard Edward
Criticizes Trudeau as a dictator and makes unsubstantiated claims about WEF connections, framed as rhetorical contradiction.
@stevesiish2346
Mar 4, 2025
Thank you for posting this. Its a serious problem here.
Thank you for posting this. Its a serious problem here.
Acknowledges a 'serious problem' related to immigration policy without elaborating specifics, suggesting systemic concern.
curtisprotopappas9478
Jan 27, 2026
He sounds like Joe b weaker than circus lemonade it's not our fault it's another country fault just so you know you sound like Joe and that's how weak you sound
He sounds like Joe b weaker than circus lemonade it's not our fault it's another country fault just so you know you sound like Joe and that's how weak you sound
Criticizes a political figure's weakness and blames external countries, mixing personal attack with policy judgment.
@kevinhawkinberry3654
Mar 4, 2025
Bla Bla Bla Justin Trudeau is a clown and the worst PM in Canadian History. He says there is no fentanyl but they just legalized cocaine to some pharma companies in the US and they …
Bla Bla Bla Justin Trudeau is a clown and the worst PM in Canadian History. He says there is no fentanyl but they just legalized cocaine to some pharma companies in the US and they allow safe supply sites in school zones.
Criticizes Trudeau and Canadian drug policy, though includes unverified claims about cocaine legalization and school zone safe supply sites.
@RecoursCollectif
Mar 4, 2025
The members of the U.S.Congress know exactly what there doing along with crooked President Trump....its a money grab thats all it is,these tariffs will only hurt American tax payers period,dont think for one minute that …
The members of the U.S.Congress know exactly what there doing along with crooked President Trump....its a money grab thats all it is,these tariffs will only hurt American tax payers period,dont think for one minute that these crooked politicians arent in cahoots with these companies and Trump that will also profit from this off the backs of the American people and yes i know the American companies are responsible for paying the tariffs hence the increse passed on to the American people....These people that holds these offices are not in office to serve you,thats why they all leave office multi millionaires,i know it and they know it and maybe one day just maybe the average American citizen will realize this too.⏳⚖️???.
Critiques tariff policy and political corruption with unsubstantiated claims about politicians profiting from tariffs and corporate collusion.
@deepsea637
Mar 4, 2025
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to …
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to do truck driving. For the economic progress being made by India, it doesn't make sense to go to Canada now.
Critiques Canadian immigration policy and makes claims about deliberate labor recruitment, mixing policy analysis with unsubstantiated assertions.
sriramj7323
Jan 27, 2026
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Speculative criticism of refugee placement policy based on unsubstantiated claims about government worker behavior.
ScottWilliams-i9u
Feb 27, 2026
damn I just want a repectable constitution loving president, sensible.
damn I just want a repectable constitution loving president, sensible.
Expresses desire for constitutional leadership and sensible governance without endorsing any specific figure.
@Drangorooq27
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)