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
Ah and while this Turd is speaking where is the pipe to move oil and gas to the east cost? You cancelled it leaving our economy vulnerable. Another 8 years to build now.
Ah and while this Turd is speaking where is the pipe to move oil and gas to the east cost? You cancelled it leaving our economy vulnerable. Another 8 years to build now.
Comment criticizes the Prime Minister's cancellation of pipeline infrastructure and its economic consequences.
@homehub4361
Mar 4, 2025
Ask CNN how much money the government gives them.Our pm is so crooked.....do your research or we are done.
Ask CNN how much money the government gives them.Our pm is so crooked.....do your research or we are done.
Criticizes government corruption and media bias while urging viewers to research and take action.
@rainydayz3160
Mar 4, 2025
Canadian here; Trudeau spent the last decade ruining Canada, destroying peoples quality of life, flooding the country with cheap labour & being compromised by rival nations. Judge a person not by what they say, but …
Canadian here; Trudeau spent the last decade ruining Canada, destroying peoples quality of life, flooding the country with cheap labour & being compromised by rival nations. Judge a person not by what they say, but what they have done.
Personal perspective combined with systematic critique of government policy on immigration, labor, and quality of life.
@mantistobogganmd6580
Mar 4, 2025
We're going to be riding our bicycles or walking to work because gas prices will be through the roof. No thanks to the idiots running our country.
We're going to be riding our bicycles or walking to work because gas prices will be through the roof. No thanks to the idiots running our country.
Criticism of government economic management with concern about rising gas prices and quality of life impacts.
@ReinerBoehme-r7d
Mar 4, 2025
This administration hasnt got the faintest idea with what theyre doing with our relationships with these countries. This trade war, i hope these countries will see it as only as a temporary setback that only …
This administration hasnt got the faintest idea with what theyre doing with our relationships with these countries. This trade war, i hope these countries will see it as only as a temporary setback that only reflects the currernt administration decisions and not us the people. Whoever comes into office next has a lot of cleaning up to do
Criticizes current administration's trade and foreign policy decisions while distinguishing between government actions and the people.
@sty1es234
Mar 4, 2025
This twit is so hard to listen too... Saber ratteling and explaining how he and his government will take avantage of this situation to Screw Canadians over again..
This twit is so hard to listen too... Saber ratteling and explaining how he and his government will take avantage of this situation to Screw Canadians over again..
Criticizes the government's approach and accuses officials of exploiting the situation to disadvantage Canadians.
Policy Critique
0.85
@Robert65659
Mar 4, 2025
Canada has been part of a family with the USA for decades, and to see it all in jeopardy now is appalling. \nNeed I remind our governance here in the US that CANADA IS RESPONSIBLE …
Canada has been part of a family with the USA for decades, and to see it all in jeopardy now is appalling. \nNeed I remind our governance here in the US that CANADA IS RESPONSIBLE FOR SEVERAL ARTICLES OF THE GENEVA CONVENTIONS (and not because they drafted the resolutions!)?? \nBottom line is Trump is causing a worldwide upheaval that is going to completely realign the power and economies of EVERY nation on earth, and the US is not going to fare well. \nPathetic.
Critiques Trump's policies and their global impact while comparing US-Canada relations and international standing.
@Evilpotamus
Mar 4, 2025
Sooner or later you will have to accept the fact that trump is not doing what is best for the US. He is doing the exact opposite...on purpose.
Sooner or later you will have to accept the fact that trump is not doing what is best for the US. He is doing the exact opposite...on purpose.
Criticizes Trump's policy decisions and governance approach, asserting he acts contrary to US interests.
Policy Critique
0.85
@gionuaine7670
Mar 4, 2025
As a Canadian who lives in (largely French-speaking) Quebec, I don't know if our gov't even NEEDS to tariff American consumer goods, the people here are already boycotting US goods and companies en masse. EVERYBODY …
As a Canadian who lives in (largely French-speaking) Quebec, I don't know if our gov't even NEEDS to tariff American consumer goods, the people here are already boycotting US goods and companies en masse. EVERYBODY is doing it - and the pace isn't going to recede anytime soon. Even after the Orange Turd is long gone, trust me, Canadians will remember this! The American state has proven it cannot be trusted. They have unilaterally broken the trade agreement (negotiated by the previous Donald J Chump administration) on the flimsiest of reasons, the 00.2 % of fentanyl that flows over the border into the US from Canada. That deal now obviously not worth the paper it was signed on.
First-person account of Quebec-based grassroots boycott response, critiquing US trade agreement violations and unilateral action.
@chrisbarry500
Mar 4, 2025
By and large Ukrainians, Europeans, Americans, and Canadians want an end to the war against Russia. Canadians want the opiate catastrophe cleaned up, that 1% is only what the authorities are aware of… plus the …
By and large Ukrainians, Europeans, Americans, and Canadians want an end to the war against Russia. Canadians want the opiate catastrophe cleaned up, that 1% is only what the authorities are aware of… plus the liberals & new democrats are pumping a large “safe supply” into our communities! We want our boarders tightened up, and our economy properly, honestly, and transparently managed. Sit down Trudeau… you don’t represent the majority of Canadians. The rest are catching up.
Criticizes government policy on borders, drug supply, and economic management while claiming to represent majority Canadian opinion; includes unverified claims about 'safe supply' being pumped into communities.
@mondolilith7917
Mar 4, 2025
Stop fear-mongering. American people voted for a change and this tariff is just the beginning.
Stop fear-mongering. American people voted for a change and this tariff is just the beginning.
Defends Trump's tariff policy as legitimate democratic choice, critiquing the video's framing as fear-mongering rather than balanced analysis.
Policy Critique
0.85
@user-wn4wq4lx7z
Mar 4, 2025
Trumps dumbass logic is “people should do as I say just cause” no dipshit that’s not how things are done
Trumps dumbass logic is “people should do as I say just cause” no dipshit that’s not how things are done
Criticism of Trump's decision-making approach and leadership logic.
Policy Critique
0.85
@MrDmoney1984
Mar 4, 2025
Trudeau sucks. Get outta office already?
Trudeau sucks. Get outta office already?
Direct criticism of Trudeau's leadership with implicit call for his removal from office.
@bizarrefox1766
Mar 4, 2025
The Trump doctrine: Make friends with dictators and fight democracy
The Trump doctrine: Make friends with dictators and fight democracy
Critiques Trump's foreign policy approach by characterizing it as favoring dictators over democracy.
@Legilimentable
Mar 4, 2025
He points at Trump, but four fingers point back at himself. Carbon Tax Trudeau is already making things unaffordable.
He points at Trump, but four fingers point back at himself. Carbon Tax Trudeau is already making things unaffordable.
Critiques Trudeau's carbon tax policy as making things unaffordable while deflecting blame from Trump, using a metaphorical argument.
@phildufour72
Mar 4, 2025
canada has no point in putting any more money into their border on the false issue of fentanyl. they should scrap the whole deal, no point in appeasement. it be better to use that money …
canada has no point in putting any more money into their border on the false issue of fentanyl. they should scrap the whole deal, no point in appeasement. it be better to use that money for negotiations later.
Direct criticism of Canadian government border spending policy and strategy, arguing resources should be redirected to negotiations.
Policy Critique
0.85
@kyechoe9707
Mar 4, 2025
speeches are useless
speeches are useless
Comment dismisses the effectiveness of political speeches as a policy tool or communication method.
Policy Critique
0.85
@zoctopus
Mar 4, 2025
Good for them, they should raise those tariffs to double what they are right now. Make US pay! These policies are not what many Americans voted for ?
Good for them, they should raise those tariffs to double what they are right now. Make US pay! These policies are not what many Americans voted for ?
Commenter advocates for higher tariffs as policy and references US political context, critiquing current policy direction.
@dbbgba
Mar 4, 2025
So wait, hiring a felon who talks about eating cats and dogs isnt working? A well known liar promised cheaper groceries and the exact opposite is happening? Nahhh that cant be right
So wait, hiring a felon who talks about eating cats and dogs isnt working? A well known liar promised cheaper groceries and the exact opposite is happening? Nahhh that cant be right
Sarcastically criticizes government policy (grocery prices, hiring decisions) through ironic commentary about broken promises.
@Dekaide44
Mar 4, 2025
Trudeau is trash ?️
Trudeau is trash ?️
Brief dismissive criticism of Trudeau as a leader, expressing disapproval of his performance.
Policy Critique
0.85
@ravenodinson7483
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)