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
"Lack of a national strategy". This describes everything the Liberal government does.
"Lack of a national strategy". This describes everything the Liberal government does.
Criticizes the Liberal government's lack of strategic planning across multiple policy areas, using immigration as an example.
Policy Critique
0.90
jeffjoe7851
Jan 19, 2026
No, what divided the country was Canada's loose immigrant program under the Trudeau Liberals. Over a period of 10 years our population went from 35 million to 41 million people, mostly through immigration. That is …
No, what divided the country was Canada's loose immigrant program under the Trudeau Liberals.
Over a period of 10 years our population went from 35 million to 41 million people, mostly through immigration.
That is an approximate increase of 17%.
This increase caused problems with housing, health care, jobs and increased cost to taxpayers because of costs associated with providing services to fake asylum seekers.
Detailed critique of Trudeau's immigration policy with specific statistics and claims about negative consequences for housing, healthcare, and jobs.
yvonboudreau3932
Feb 14, 2026
Why didn’t you do this before the threats of tariffs. Makes no sense. You’ve been in charge for years. Yet only last week did you appoint people to stop the issues that are the talking …
Why didn’t you do this before the threats of tariffs. Makes no sense. You’ve been in charge for years. Yet only last week did you appoint people to stop the issues that are the talking points. It’s all BS. You’re a clown. A Neo con clown
Criticizes government inaction and delayed response to policy issues, with personal attacks on leadership.
@David81515
Mar 4, 2025
Trudeau..give your people stimulus checks..Give your people some money..Words are nothing
Trudeau..give your people stimulus checks..Give your people some money..Words are nothing
Criticizes government policy (lack of stimulus checks) and implicitly calls for economic action.
@recreational420wmsd4
Mar 4, 2025
Canada's response to America's tariffs under Trudeau is a masterclass in balancing diplomacy with pragmatism. While the U.S. pursues a protectionist agenda, Canada stands resilient, leveraging strategic countermeasures and asserting its sovereignty. Trudeau's approach is …
Canada's response to America's tariffs under Trudeau is a masterclass in balancing diplomacy with pragmatism. While the U.S. pursues a protectionist agenda, Canada stands resilient, leveraging strategic countermeasures and asserting its sovereignty. Trudeau's approach is not just about retaliating in kind; it’s a nuanced display of commitment to fair trade and a reminder that economic interdependence cannot be taken for granted. In a world where global relations are increasingly volatile, Canada’s measured response signals both defiance and cooperation, leaving the door open for a future where both nations can find common ground amidst the tension.
Detailed analysis praising Canada's diplomatic and economic response to U.S. tariffs as balanced and strategic.
Policy Critique
0.90
@Visionaryvibes444
Mar 4, 2025
We need 0 asylum seekers and need to be deporting every single one
We need 0 asylum seekers and need to be deporting every single one
Directly criticizes asylum seeker policy and calls for deportations as a policy position.
Tinyweiner2.0
Feb 24, 2026
Immigration wasn’t designed to help Canadians. It was designed to protect profits. The rich gained. Corporations gained. Government gained statistics. Society paid the cost.
Immigration wasn’t designed to help Canadians.
It was designed to protect profits.
The rich gained.
Corporations gained.
Government gained statistics.
Society paid the cost.
Argues immigration policy was designed to serve corporate/government interests rather than Canadians, critiquing the underlying intent and outcomes.
JamesScott-f3h
Jan 27, 2026
Trudeau put us in this position..he weakend our country with the economy and he weakened our country by not supporting our military.?
Trudeau put us in this position..he weakend our country with the economy and he weakened our country by not supporting our military.?
Directly criticizes Trudeau's economic and military policies as weakening Canada.
Policy Critique
0.90
@barbcroteau6941
Mar 4, 2025
Trudeau destroyed Canada.
Trudeau destroyed Canada.
Blames the Prime Minister for Canada's problems, a broad policy critique without specific details.
Policy Critique
0.90
eyesopen6110
Sep 29, 2025
you do not stand for any Canadian you lie through your teeth you have not stood for Canada in 9 years
you do not stand for any Canadian you lie through your teeth you have not stood for Canada in 9 years
Direct criticism of PM's record over 9 years, accusing him of not representing Canadians.
Policy Critique
0.90
@franksibbick5811
Mar 4, 2025
Suddenly he want to fight drugs while for past years you legalize every possible drug i Canada. You should be ashamed of yourself Trudeau. When Trump wanted to put tarrifs on Canada you were gone …
Suddenly he want to fight drugs while for past years you legalize every possible drug i Canada. You should be ashamed of yourself Trudeau. When Trump wanted to put tarrifs on Canada you were gone to Portugal apart of making a deal with the guy. Now you cry like a little guy and blaming Trunp for everything while you wasnt even here to negotiate and you shut down Canadian government for your own partisan purpose and government does not exist right now in Canada just because you afraid of loosing election so you just trying to survive as a PM for as long as possible. Not trump but YOU destroyed Canada and its economy and making Canadians life harder and harder and spending our tax money all over the world
Sustained criticism of Trudeau's drug policy, trade negotiations, and government management with economic impact claims.
@MissLuErAn
Mar 4, 2025
This tariff war is the epitome of stupidity.
This tariff war is the epitome of stupidity.
Direct criticism of tariff policy as stupid, evaluating government economic strategy.
Policy Critique
0.90
@tonydiamondsceo
Mar 4, 2025
I’m Canadian and can’t stand Trudeau. Turning down that natural gas deal with Japan was a damn disgrace!
I’m Canadian and can’t stand Trudeau. Turning down that natural gas deal with Japan was a damn disgrace!
Self-identified Canadian criticizing Trudeau's specific policy decision (rejecting natural gas deal with Japan) as a disgrace.
@anthonyromeo1988
Mar 4, 2025
Not one law or rule in 15 years has helped.the masses only politicians and corporations when will we wake up
Not one law or rule in 15 years has helped.the masses only politicians and corporations when will we wake up
Criticizes government policies over 15 years for failing ordinary people while benefiting politicians and corporations.
Policy Critique
0.90
BobCobb-w2y
Jan 20, 2026
Of all the tariffs Canada imposes, Canadians will never see a dime of it and our deficit, will never decrease. Trudeau is the cause for all the taxes and crimes here in Canada. He is …
Of all the tariffs Canada imposes, Canadians will never see a dime of it and our deficit, will never decrease. Trudeau is the cause for all the taxes and crimes here in Canada. He is a moron and money wasting child.
Criticizes government fiscal policy (tariffs, deficit, taxes) and blames leadership, with economic impact concerns.
@robynvan828
Mar 4, 2025
These are your tariffs Trudeau not Trumps??- you are nothing but a liar and instigator !!!\n\nMirroring your own self image \nYou’re the issue!\nYou and your playmate Singh!\n\nHell has her mouth wide open with you and …
These are your tariffs Trudeau not Trumps??- you are nothing but a liar and instigator !!!\n\nMirroring your own self image \nYou’re the issue!\nYou and your playmate Singh!\n\nHell has her mouth wide open with you and every Liberal/ NDP on it!!!\n\nYou’re a disgrace to all things true!!!
Harshly criticizes Trudeau and coalition government policies while implicitly calling for political change through inflammatory language.
@mandycote5662
Mar 4, 2025
The US didn't declare a trade war, we didn't want it either. President Trumpski did this all on his own.
The US didn't declare a trade war, we didn't want it either. President Trumpski did this all on his own.
Critiques Trump's trade war policy as unilateral and undesired, analyzing government decision-making.
Policy Critique
0.90
@thomast6741
Mar 4, 2025
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The …
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The old argument that canada just does not have the talent is starting to sound like "other countries have the talent" that Canadians don't measure up..... we need to elect people who think Canadians ARE the talent!
Critiques government immigration policy as prioritizing foreign talent over Canadian citizens, with implicit call to elect different leaders.
creatinglinusonlineschoolo8355
Nov 22, 2025
Liberal caused decline continues.
Liberal caused decline continues.
Brief criticism attributing national decline to Liberal government policies without elaboration.
Policy Critique
0.90
QG_4747
Feb 14, 2026
There is nothing he says or does that makes him look competent
There is nothing he says or does that makes him look competent
Expresses criticism of a political leader's competence without providing specific policy details.
Policy Critique
0.90
@MarkKolich-y4w
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
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Solidarity
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Policy Critique
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Fear / Threat
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Toronto Sun
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Meta-Commentary
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Unverified Claim
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Moral Argument
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704
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CTV Your Morning
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Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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