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
Canadians were sooo stupid when they elected 10 years ago libtard to lead Canada -Justin aka PM
Canadians were sooo stupid when they elected 10 years ago libtard to lead Canada -Justin aka PM
Criticizes the government and Prime Minister through derisive language ('libtard'), mixing political critique with sarcastic tone.
barbsaw7002
Aug 26, 2025
Tourist visas for 6 months are just outright restarted
Tourist visas for 6 months are just outright restarted
Critiques government policy regarding tourist visa extensions, suggesting they are being misused or improperly administered.
Policy Critique
0.80
Colki12
Jan 27, 2026
Canada needs to kick out american companies. No more profit off our land.
Canada needs to kick out american companies. No more profit off our land.
Calls for policy change regarding foreign corporate presence, critiquing current economic arrangements.
@OmegaThanatos
Mar 4, 2025
The relationship between Canada and the US is because of Trudeau. He isn’t getting his way so he is making a huge mistake with his disrespect toward our Great President Trumo. Canadians want Trudeau to …
The relationship between Canada and the US is because of Trudeau. He isn’t getting his way so he is making a huge mistake with his disrespect toward our Great President Trumo. Canadians want Trudeau to step down. \nHow do I know? I have a huge number of relatives there. My mother was born there and my dad served honorable in the Royal Canadian Navy during the second World War.\nTrudeau is and always has been hateful toward Canadians. \nBy the way… we are boycotting CNN.
Blames Trudeau for Canada-US tensions using personal family connections as credibility, critiquing his leadership while asserting Canadian identity.
@LorettaBrail
Mar 4, 2025
Its not the immigration. It's Liberal government allowing people to be divided. It's shows everyone
Its not the immigration. It's Liberal government allowing people to be divided. It's shows everyone
Critiques government policy (Liberal government) as the root cause of social division rather than immigration itself.
Policy Critique
0.80
rick9525-f6m
Aug 25, 2025
This just shows how western nations are really good at creating ghettos
This just shows how western nations are really good at creating ghettos
Critiques Western nations' integration policies as creating segregated communities, combining policy analysis with implicit moral concern.
xstrawarot
Feb 24, 2026
It's not a trade war. We are just recouping what we have lost do to the lack of border control on your side, just like Mexico did to use. We don't need you, you need …
It's not a trade war. We are just recouping what we have lost do to the lack of border control on your side, just like Mexico did to use. We don't need you, you need us and our protection.
Defends U.S. trade actions as justified retaliation for border control failures, asserting U.S. dominance and necessity.
@qwq203
Mar 4, 2025
This is how a leader should speak. He speaks with sincerity and with clarity. He doesnt speak broadly just to an entire audience. He speaks to each group of people that this is concerning to, …
This is how a leader should speak. He speaks with sincerity and with clarity. He doesnt speak broadly just to an entire audience. He speaks to each group of people that this is concerning to, and making sure we understand the magnitude of this situation. He adjusts how he speak to each group, and also to our sad president. Thats the vibe of the message he was giving me. Many different types of languages and emotions are spoken at the same time.\n\nI love our country, but I do not agree with how our currents presidents policies, changes, and tear down of our government/agencies in just 2 months. I cant imagine the months to come. People are already struggling, and are divided so much more that Americans are not siding with each other, but siding with Canada and Mexico who have been so patient and understanding with us. We need to stand up against our president to stop this isolation and division. We are already divided in our country. I can't stand to see we are starting to be divided globally. This will litterally shrink our economy and our opportunities. Not only that, it puts our national security in peril. We need to do better to work together in harmony.
Criticizes current presidential policies and their divisive effects while appealing to unity and economic/security concerns, with a call to action against isolation.
@reiki2165
Mar 4, 2025
If you’re time is up it’s time to go you will be found and you will not be allowed to come back you’re not only hurting yourself but everyone in the Canada economy as well …
If you’re time is up it’s time to go you will be found and you will not be allowed to come back you’re not only hurting yourself but everyone in the Canada economy as well as the people that wish to come in the legal way. Don’t come in under the disguise of education just to become a criminal
Critiques illegal immigration and fraudulent entry while appealing to fairness for legal immigrants and economic harm arguments.
mark-e9c4v
Oct 6, 2025
Then drop the tax then, to help Canada
Then drop the tax then, to help Canada
Calls for tax reduction as a policy solution to help Canada's economic situation.
Policy Critique
0.80
@dennishickey9448
Mar 4, 2025
The only good speech and common sense Tradeu has ever given make no mistake hes a bad leader and most of canadian hate him... but in the time of need a country most stick together... …
The only good speech and common sense Tradeu has ever given make no mistake hes a bad leader and most of canadian hate him... but in the time of need a country most stick together... hopefully now he focus on fixing things with US and stop taxing middle and lower class people
Criticizes Trudeau's leadership while acknowledging the need for national unity, and calls for tax relief for lower-income Canadians.
@Fernand00T
Mar 4, 2025
Rookie numbers
Rookie numbers
Dismisses immigration numbers as insufficient, critiquing current policy as inadequate.
Policy Critique
0.80
dennykeaton9701
Dec 25, 2025
these numbers are laughable, a slap in the face of all Canadian tax payers and law abiding citizens of this country
these numbers are laughable, a slap in the face of all Canadian tax payers and law abiding citizens of this country
Criticizes immigration numbers as inadequate policy response, framing as offensive to taxpayers and law-abiding citizens.
countdemoney9598
Dec 25, 2025
well, when you give away the candy store ....
well, when you give away the candy store ....
Uses a metaphorical expression ('giving away the candy store') to critique government immigration policy as overly generous.
DouglasTodd-o8u
Feb 18, 2026
His best advice is “comply” he said bring taxes and proof of bank accounts. Just don’t go, they don’t want anybody there anyway, not even their own citizens.
His best advice is “comply” he said bring taxes and proof of bank accounts. Just don’t go, they don’t want anybody there anyway, not even their own citizens.
Criticizes government requirements (taxes, bank account proof) and advises against travel, combining policy critique with discouragement.
dbla_12
Dec 10, 2025
Just make volunteering mandatory, if they can’t work and if they want free healthcare
Just make volunteering mandatory, if they can’t work and if they want free healthcare
Proposes an alternative policy solution requiring mandatory volunteering as condition for government services.
Policy Critique
0.80
anthonyp1126
Feb 23, 2026
DJT is so ignorant. Here is a friend, we live our neighbors deserve our respect. Did DJT learn anything in school or with his past tariffs? Ignorance is what the Republican Party has become.
DJT is so ignorant. Here is a friend, we live our neighbors deserve our respect. Did DJT learn anything in school or with his past tariffs? Ignorance is what the Republican Party has become.
Criticizes Trump's ignorance and past tariff policies while appealing to neighborly respect and education.
@williamrossetter9430
Mar 4, 2025
What’s the point in being an ally of America?
What’s the point in being an ally of America?
Commenter questions the value of US alliance through a rhetorical question, implying criticism of the relationship.
@aconsideredopinion7529
Mar 4, 2025
The problem with Trudeau, is that he bluffs real hard about:\n- the US being dependent in Canada.\n- Canada's trade with the US for the past decades is nothing but just an act of friendly favour …
The problem with Trudeau, is that he bluffs real hard about:\n- the US being dependent in Canada.\n- Canada's trade with the US for the past decades is nothing but just an act of friendly favour to the US.\n- That the US lifeline hangs in the charitable hands of Canada.\n------\nWell, in reality though, this is not the case.\nThe coming weeks, months, and years will speak by themselves.
Analyzes and disputes government claims about trade relationships and economic leverage, comparing actual versus stated realities.
@imllendream
Mar 4, 2025
Trudeau trying to look tough now that his poll ratings are far below that of Poilievere
Trudeau trying to look tough now that his poll ratings are far below that of Poilievere
Critiques Trudeau's political motivation and timing, suggesting performative action driven by polling concerns.
@marklomax7452
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)