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
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney …
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney spending hundreds of thousands in flight catering no projects done. Liberal immigration really hurt affordability, GDP is failing and debt has doubled. The CDN economy is a disaster.
Criticizes Liberal government spending and immigration policy as causing economic deterioration, combining personal grievance with systemic critique.
rossmacdonald3880
Feb 17, 2026
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, …
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, the schools are complicit, filling those seats as empty and making more money by selling one spot to two students. These are the same schools that appear on your TV screens saying, "cutting down the number of international students means they would be out of work and have to end some of their programs."
Critiques schools' complicity in fraud and IRCC's oversight failures, citing a specific statistic about non-attending students.
876Abb
Sep 29, 2025
Even if they are LEGIT asylum seekers, why aren't they paying for medical care? The only thing I could rationalize covering would be acute life saving treatment, not long term care (like chemo).
Even if they are LEGIT asylum seekers, why aren't they paying for medical care? The only thing I could rationalize covering would be acute life saving treatment, not long term care (like chemo).
Questions government policy on healthcare coverage for asylum seekers, arguing for limited public funding.
Rice_Cake_
Feb 24, 2026
This coming from a boy who no longer has a job because he tanked our economy ? go away trudeau, pls.
This coming from a boy who no longer has a job because he tanked our economy ? go away trudeau, pls.
Criticizes Trudeau's economic management and calls for his removal, citing job loss and economic damage.
@chick8066
Mar 4, 2025
How refreshing it must be to have a national leader who actually speaks clearly and truthfully.\nBy choosing Trump, 50% of Americans chose chaos...and it's only beginning.
How refreshing it must be to have a national leader who actually speaks clearly and truthfully.\nBy choosing Trump, 50% of Americans chose chaos...and it's only beginning.
Critiques Trump's leadership style and warns of chaos resulting from his election.
@frgabrielmary4620
Mar 4, 2025
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
Demands complete halt to immigration program and criticizes enforcement failures, combining policy critique with implicit call for action.
JakandG
Jan 4, 2026
Unfortunately not answering questions is the LIEBERAL WAY.I think that if ministers don't answer questions they should be heavily fined and if they are proven to be lying they should be fired period!!!!
Unfortunately not answering questions is the LIEBERAL WAY.I think that if ministers don't answer questions they should be heavily fined and if they are proven to be lying they should be fired period!!!!
Criticizes government non-responsiveness and proposes punitive measures (fines, firing) for ministers who don't answer questions or lie.
ToddDickson-t2e
Feb 26, 2026
Carney plans to continue mass immigration all while artificially propping up the housing market to avoid a price crash.
Carney plans to continue mass immigration all while artificially propping up the housing market to avoid a price crash.
Criticizes government policy of continuing mass immigration while artificially supporting housing market to prevent economic correction.
mrbilly9917
Jun 18, 2025
Because the liberals are in charge, that's why!! It wasn't like this 10 yrs ago, it all has become this way because the liberals came into power, and now this is where our country has …
Because the liberals are in charge, that's why!! It wasn't like this 10 yrs ago, it all has become this way because the liberals came into power, and now this is where our country has gotten!!!! Stop voting liberal just f&&^%% ing stop!!
Attributes current problems to Liberal governance and contrasts with past conditions, with embedded call to stop voting Liberal.
audreyweber1336
Sep 4, 2025
That dude will be replaced and its because Canadians are tired of super left ideologies. It will probably be more of a landslide than trump vs kamala election
That dude will be replaced and its because Canadians are tired of super left ideologies. It will probably be more of a landslide than trump vs kamala election
Critiques Trudeau's 'left ideologies' and predicts electoral replacement, framing it as policy-driven voter dissatisfaction.
@teamstrike1st
Mar 4, 2025
Stupid trump will hurt us for this stupid tariffs.
Stupid trump will hurt us for this stupid tariffs.
Expresses concern that Trump's tariffs will negatively impact Canada economically.
@BillyTest123
Mar 4, 2025
Wow, Trudeau we actually want peace for Ukrainian people and for Russian people. You chose not to want to meet the U.S. to establish fair trade deals. I would consider you not a friend or …
Wow, Trudeau we actually want peace for Ukrainian people and for Russian people. You chose not to want to meet the U.S. to establish fair trade deals. I would consider you not a friend or ally. When you misrepresent the Truth that tells us alot about you!
Commenter criticizes Trudeau's diplomatic choices and accuses him of misrepresenting truth, questioning his alliance credibility.
@brendahastings3985
Mar 4, 2025
Trudeau is a complete moron! He is unable to negotiate a deal and is fear-mongering and threatening the US. This is the end of Canada and Trudeau is to blame.
Trudeau is a complete moron! He is unable to negotiate a deal and is fear-mongering and threatening the US. This is the end of Canada and Trudeau is to blame.
Criticizes Trudeau's negotiation abilities and accuses him of fear-mongering while predicting negative consequences for Canada.
Policy Critique
0.83
@johnfreeman858
Mar 4, 2025
we don't want this either. our government is licking donald and elons boots.
we don't want this either. our government is licking donald and elons boots.
Criticizes Canadian government policy for perceived subservience to Trump and Elon Musk, framing it as a failure of leadership.
@Twiztid.Tragedy
Mar 4, 2025
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. …
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. We all agree to that.
Criticizes past immigration policy as poorly planned and calls for deportations, framing the situation as requiring corrective action.
Centurio-LegioX-Equestris
Feb 11, 2026
The problem is bogus asylum claims the liberals do not work swiftly, and eventually let them stay here while taxpayers are paying for someone else’s better livelihood
The problem is bogus asylum claims the liberals do not work swiftly, and eventually let them stay here while taxpayers are paying for someone else’s better livelihood
Criticizes Liberal government handling of asylum claims and slow processing while raising economic burden concerns.
Tree74-b3s
Feb 24, 2026
Wait, Trudeau is still around? Btw, Not a trade war (which Canada would get destroyed in), but more of a border war. Simply police our mutual border better and make our trade fair— that easy!
Wait, Trudeau is still around? Btw, Not a trade war (which Canada would get destroyed in), but more of a border war. Simply police our mutual border better and make our trade fair— that easy!
Critiques trade and border policy while comparing Canada's position relative to the US, suggesting practical policy alternatives.
@johnhough9593
Mar 4, 2025
Why didn’t he secure the border long time ago? Why did he wait for trump to impose tariffs for him to act on things?
Why didn’t he secure the border long time ago? Why did he wait for trump to impose tariffs for him to act on things?
Criticizes the government's delayed border security action and questions why Trump's tariffs were needed as motivation.
@MrYousifh
Mar 4, 2025
Hey justin Castro, unify the people? Like the TRUCKERS and their Funds they needed, that you seized, to peacefully protest!
Hey justin Castro, unify the people? Like the TRUCKERS and their Funds they needed, that you seized, to peacefully protest!
Criticizes government policy regarding the trucker protests and fund seizure, referencing a specific historical event.
@mikevalenzuela2489
Mar 5, 2025
I’m all for immigration but not this one sided Immigration. This is destroying our great reputation of multiculturalism.
I’m all for immigration but not this one sided Immigration. This is destroying our great reputation of multiculturalism.
Critiques immigration policy as one-sided while invoking Canada's multiculturalism identity as a standard being violated.
yourboyTJ1
Feb 4, 2026
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)