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
It’s crazy that the FBI will come to your door for post on social media because they flagged certain words, but these guys can post legit crimes and get away with it 😤😤😤🤬
It’s crazy that the FBI will come to your door for post on social media because they flagged certain words, but these guys can post legit crimes and get away with it 😤😤😤🤬
Critiques perceived inconsistency in law enforcement and government accountability regarding social media and crime.
HTF4x4
Feb 24, 2026
Justin failed to understand that the US has no permanent friends
Justin failed to understand that the US has no permanent friends
Critiques Canadian leadership's understanding of international relations, implying failure to grasp realpolitik principles.
@owenmckenzie6897
Mar 4, 2025
Trump's destroying relations with an ally? Well Putin is certainly laughing about it.
Trump's destroying relations with an ally? Well Putin is certainly laughing about it.
Criticizes Trump's foreign policy decisions as damaging to alliances while expressing concern about geopolitical consequences.
@collinsgreenlee1673
Mar 4, 2025
One student was complaining because she was inly allowed by the Gov’t to work 3 days? I’ m even wondering, why complain while they were given the privilege to work while study - even working …
One student was complaining because she was inly allowed by the Gov’t to work 3 days? I’ m even wondering, why complain while they were given the privilege to work while study - even working 5 days a week
Commenter questions the legitimacy of student complaints about work restrictions, critiquing what they see as ungrateful attitudes toward government-granted privileges.
ecyflor694
Nov 1, 2025
Trudeau u caused this. Big whoop
Trudeau u caused this. Big whoop
Blames a specific political leader (Trudeau) for causing an unspecified problem, expressing criticism of governance.
Policy Critique
0.80
@troywilson8980
Mar 4, 2025
I'm an Indian American, and what Canada is doing is terrible. There's nothing wrong with immigrants, but you need to let in people with the right skills and who are willing to assimilate. The Indians …
I'm an Indian American, and what Canada is doing is terrible. There's nothing wrong with immigrants, but you need to let in people with the right skills and who are willing to assimilate. The Indians who are in Brampton say they're Canadian but only live within their communities and try to change the Canadian culture, and it's not right.
Personal perspective from an Indian American criticizing Canada's immigration policy and specific immigrant communities' integration practices.
Bills.24
Nov 6, 2025
What a political moron Trudeau is. Goodbye Justin.
What a political moron Trudeau is. Goodbye Justin.
Direct criticism of Trudeau's competence and call for his departure, framed as political critique rather than personal attack.
Policy Critique
0.80
@jainjain1258
Mar 4, 2025
There should be a term for this type of reporting "Indophobia" or specifically should we call "Hinduphobia" .....take your camera towards the mosque of a Pakistani neighborhood and you will suddenly realize Indians are much …
There should be a term for this type of reporting "Indophobia" or specifically should we call "Hinduphobia" .....take your camera towards the mosque of a Pakistani neighborhood and you will suddenly realize Indians are much better for a citizen.
Critiques media reporting practices as biased, proposing new terminology for perceived discrimination while comparing treatment of different religious/ethnic groups.
KnowtoKnow-r4s
Nov 2, 2025
Canada should only offer student visa for university programs. Find them and deport them . Which will take another 5 yrs i guess. 😂😂
Canada should only offer student visa for university programs. Find them and deport them . Which will take another 5 yrs i guess. 😂😂
Proposes restrictive policy on student visas with sarcastic tone about enforcement timelines.
AamAdmi100
Oct 21, 2025
i hate how the government are like sending idiot rurals with 0 civic sense and the ones with criminal records to cannada and its wierd how the government are acting like this isnt a big …
i hate how the government are like sending idiot rurals with 0 civic sense and the ones with criminal records to cannada and its wierd how the government are acting like this isnt a big problem
Criticizes government immigration policy for allegedly admitting people with criminal records and poor civic sense, expressing concern about policy implementation.
Draccenium
Nov 1, 2025
IRCC itself is corrupt. There is no Canadian institution that is not corrupt. With influence even healthcare wait times can be converted into minutes. There is no reason for anyone to live in Canada is …
IRCC itself is corrupt. There is no Canadian institution that is not corrupt. With influence even healthcare wait times can be converted into minutes. There is no reason for anyone to live in Canada is a dead economy.
Criticizes IRCC and Canadian institutions as corrupt while making unverified claims about systemic corruption and economic decline.
maplefighter3X
Oct 22, 2025
Put a limit per country ....problem fixed. You're welcome
Put a limit per country ....problem fixed. You're welcome
Proposes a specific policy solution (per-country immigration limits) as a fix to perceived problems.
eliobol6139
Oct 22, 2025
Blah blah blah Lies lies lies. Trudeau isn’t even liked by his own ppl. Why should we trust a guy that is trying to control his own country with Communist agendas?
Blah blah blah Lies lies lies. Trudeau isn’t even liked by his own ppl. Why should we trust a guy that is trying to control his own country with Communist agendas?
Criticizes Trudeau's policies and governance while making unsubstantiated claims about 'Communist agendas' without evidence.
@fancykat4
Mar 4, 2025
Liberal party ruined Canada Trudeau is piece of shit
Liberal party ruined Canada
Trudeau is piece of shit
Criticizes the Liberal party and Prime Minister Trudeau's governance, implying policy failures related to Canada's condition.
Doubledick2
Feb 26, 2026
Create problems, offer solutions that strap us all down further. Nothing is new under the sun.
Create problems, offer solutions that strap us all down further.
Nothing is new under the sun.
Critiques government approach as creating problems and imposing restrictive solutions, with a cynical philosophical undertone about systemic patterns.
the_2ofus
Oct 21, 2025
Government come talk in all languages and not in English or French 6894 boul gouin east
Government come talk in all languages and not in English or French 6894 boul gouin east
Criticism of government multilingual services policy, with specific location reference suggesting local concern.
Policy Critique
0.80
ScottDeRapp-ci7lz
Mar 3, 2026
trump is bonkers
trump is bonkers
Brief dismissive critique of Trump's mental fitness for office, a form of political criticism.
Policy Critique
0.80
@stephenbutler463
Mar 4, 2025
So basically, they smuggling meal in itself in Canada and Canadian government liberal piece of shit doesn’t do anything that’s how strong country you are. You cannot stop the illegal people and give them free …
So basically, they smuggling meal in itself in Canada and Canadian government liberal piece of shit doesn’t do anything that’s how strong country you are. You cannot stop the illegal people and give them free apartments free everything and the debt just doubled in five years.
Criticizes government handling of immigration and public spending, combining economic concerns with accusations of policy failure.
pajtimpachuku
Feb 26, 2026
If Canada is taking immigrants cream of the crop. That's not what happened in the last 4 years. Look around.
If Canada is taking immigrants cream of the crop. That's not what happened in the last 4 years. Look around.
Critiques Canada's immigration selection policy by claiming recent immigrants are not 'cream of the crop,' implying policy failure without specific evidence.
TrennaHardie
Nov 2, 2025
Where the hell was this guy for the last 9 years? Now he finally gives his balls a tug.
Where the hell was this guy for the last 9 years? Now he finally gives his balls a tug.
Criticizes Trudeau for lack of strong leadership over the past 9 years, suggesting he's only now taking decisive action.
Policy Critique
0.80
@deadfishparty
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)