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
How about we change the language law. I'm english, don't understand indy. Still they are aloud to speak there language in font of me, even if I'm the ony English person in the room. They …
How about we change the language law. I'm english, don't understand indy. Still they are aloud to speak there language in font of me, even if I'm the ony English person in the room. They should speak English if there's an English person in the room
Critiques language laws and proposes policy change while asserting English-speaker identity and rights in multilingual spaces.
lorrainecollins6686
Aug 25, 2025
Canada is truly turning into a third world shithole and it's all self inflicted. Yet it's not just broken immigration system and corrupted politicians but also the greedy educational institutions. And let's not forget the …
Canada is truly turning into a third world shithole and it's all self inflicted. Yet it's not just broken immigration system and corrupted politicians but also the greedy educational institutions. And let's not forget the main culprit behind this all this is the average ignorant Canadian who allowed this to happen in the first place without resisting.
Critiques immigration policy, educational institutions, and political leadership while expressing apocalyptic concern about national decline.
deltaforcedf
Jun 20, 2025
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants make a powerful voting block and as your numbers increase, their power will also increase… And I do think Canada is a very attractive destination, given all the government subsidies… Healthcare, dental care, child care, Pharma care… Subsidized, housing… To say nothing of the special refugee and immigrant programs…
Analyzes immigration as politically strategic for governing party, citing government subsidies and immigrant voting power as systemic factors.
rosswatson9144
Jun 20, 2025
They should add sharing our national holidays to the points system.
They should add sharing our national holidays to the points system.
Suggests modification to immigration points system to require cultural integration (national holidays), implying current policy inadequate.
Policy Critique
0.78
redman958
Jun 17, 2025
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling. Mass deportation? the only thing going on is a mass exodus of long time Canadians. …
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling.
Mass deportation? the only thing going on is a mass exodus of long time Canadians.
Trudeau followed orders from the Globalist Cabal just as Biden did, doing nothing but increase the socialist vote count by giving away billions of dollars, while stripping down the middle class to the bone.
Trudeau should be in jail for Trieason.
Critiques government policy and leadership while making unsubstantiated claims about globalist conspiracies and expressing demographic/economic anxiety.
Johnnie-MacRoberts-k5o
Apr 16, 2025
The excuses for implementing the tariffs by trump were just as absurd as putin’s excuse for invading Ukraine.\nHonestly I wouldn’t have even bothered to implement the border policy because in trump’s la la land. It …
The excuses for implementing the tariffs by trump were just as absurd as putin’s excuse for invading Ukraine.\nHonestly I wouldn’t have even bothered to implement the border policy because in trump’s la la land. It wouldn’t matter how much Canada did. \nOnce he’s fabricated a reason for anything. It becomes a truth in his head.\ntrump’s a communist sympathiser ?. Figure that one out?\nNext he’ll be sending arms to russia.
Critiques Trump's tariff justifications and border policy as absurd, with unsubstantiated claims about Trump's motivations and sympathies.
@fieldsofgold775
Mar 5, 2025
I am sick of Trump but it teach a moral lessons to a Canadian govt. But many citizens don't get it because the US tariffs did enforce the Canadian govt to secured the borders to …
I am sick of Trump but it teach a moral lessons to a Canadian govt. But many citizens don't get it because the US tariffs did enforce the Canadian govt to secured the borders to save many peoples lives from illegal drugs.
The comment critiques both Trump and Canadian government policy while acknowledging tariffs as a tool to address drug trafficking, mixing policy analysis with moral framing.
@teresitasilvestre
Mar 5, 2025
Fear pandering….
Fear pandering….
Brief critique characterizing political messaging as fear-based manipulation.
Policy Critique
0.78
@casperoner2352
Mar 4, 2025
your governement has chosen to do this to you\nyeah right justin piece of Shi . who is against freedom
your governement has chosen to do this to you\nyeah right justin piece of Shi . who is against freedom
Criticizes government policy and leadership while framing it as an attack on freedom.
@simonmasson-dupras3946
Mar 5, 2025
Trudeau is rubbish. This is his only time to speak on mic. He is respected less than Pakistani president at world stage. Baby is Just-in, that's not the calculation boy the real effect will be …
Trudeau is rubbish. This is his only time to speak on mic. He is respected less than Pakistani president at world stage. Baby is Just-in, that's not the calculation boy the real effect will be when your companies move to USA without tax and their products will be made USA
Criticizes Trudeau's leadership and policy effectiveness while asserting Canada's diminished international standing.
@zimwok
Mar 5, 2025
Trudeau sucks there’s a reason for tariffs
Trudeau sucks there’s a reason for tariffs
Criticizes Trudeau and defends tariff policy as justified response, engaging with government policy debate.
Policy Critique
0.78
@NixaAsphaltSealcoating
Mar 5, 2025
Nobody listens to this guy (Truedeu))he ran his country with zero improvements
Nobody listens to this guy (Truedeu))he ran his country with zero improvements
Criticizes Trudeau's governance record and effectiveness, focusing on policy outcomes rather than personal attacks.
Policy Critique
0.78
@50whatnomadtravelnursemtb5
Mar 5, 2025
good bring it on, Im tired of these radical socialist boobs. too many people are suffering from Stockholm Syndrome and can't see through the BS
good bring it on, Im tired of these radical socialist boobs. too many people are suffering from Stockholm Syndrome and can't see through the BS
Expresses criticism of what they characterize as 'radical socialist' policies and accuses others of cognitive bias, framing this as policy disagreement.
@diesel69er
Mar 5, 2025
Trudeau is incapable of telling the truth...that's why he is out!!!
Trudeau is incapable of telling the truth...that's why he is out!!!
Criticizes Trudeau's credibility and truthfulness regarding policy, with implicit identity assertion about leadership fitness.
@dawgboy01
Mar 4, 2025
You won’t get through to the MAGA people who voted for Trump. They will go to bed and recite the need to stop illegal immigration, gays, abortion, gun-control or whatever single issue they are voting …
You won’t get through to the MAGA people who voted for Trump. They will go to bed and recite the need to stop illegal immigration, gays, abortion, gun-control or whatever single issue they are voting for and pretend again Trump hasn’t given the world enough reason to have voted against him 4 years ago
Critiques Trump supporters' voting patterns and single-issue focus while questioning their reasoning.
@Junyan89
Mar 4, 2025
Not sure whats more disgusting, Trumps delusions or the recent praise for Turdeau due to some basic teleprompt speeches.... Make no mistake viewers, Justin Turdeau is an incompetent hypocrite who's policy's and leadership constantly embarrassed …
Not sure whats more disgusting, Trumps delusions or the recent praise for Turdeau due to some basic teleprompt speeches.... Make no mistake viewers, Justin Turdeau is an incompetent hypocrite who's policy's and leadership constantly embarrassed Canada on the world stage and nearly drove the countries lifestyle into the ground. There's a GOOD reason why he became the most hated man in Canada and was forced to resign over Christmas!
Criticizes Trudeau's competence and policy record while making unverified claims about his resignation and public opinion.
@3DVIDEOSMurray
Mar 4, 2025
Only wicked president businessman will do stupid things like starting to burn the bridge
Only wicked president businessman will do stupid things like starting to burn the bridge
Criticizes Trump's business-oriented approach as causing diplomatic damage, framing his actions as foolish policy decisions.
Policy Critique
0.78
@ddytoxifypianocollection6393
Mar 4, 2025
The Orange one is NOT smart. Quit acting like he is.
The Orange one is NOT smart. Quit acting like he is.
Dismisses Trump's intelligence and criticizes his portrayal in media or discourse.
Policy Critique
0.78
@vet2023
Mar 4, 2025
I Would like People to Know, as Far as Best President's in the History 2024 Ranking, Predident Obama was Ranked 7th, President Biden Ranked 14th, and Finally, where do think the individual that's back in …
I Would like People to Know, as Far as Best President's in the History 2024 Ranking, Predident Obama was Ranked 7th, President Biden Ranked 14th, and Finally, where do think the individual that's back in the most Powerful Office Ranked, Dead last, and still they put him back in to office after all the Turmoil this child has brought to America, now I wonder, is America this Naive to be Conned again, and with all the Destruction and Hate on his hands, Amazing!!!?
Critiques Trump's leadership by citing presidential rankings and questioning American voters' judgment, combining policy evaluation with moral concern.
@kennethcooperjr.9127
Mar 4, 2025
Lot of clowns in this comment thread. You think Trudeau is a credible and worth air time? This clown resigned and Canada has a bleak future.
Lot of clowns in this comment thread. You think Trudeau is a credible and worth air time? This clown resigned and Canada has a bleak future.
Dismissive criticism of Trudeau's credibility and prediction of negative future outcomes, with meta-commentary on other commenters.
@slider903
Mar 4, 2025
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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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)