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
Call to Action
2,768 comments
When speaking to Trump about their previous work together, Trudeau should have characterized the deals they've made, the jobs and prosperity they created, and the resulting rise in stock markets as Donald Trump's LEGACY from …
When speaking to Trump about their previous work together, Trudeau should have characterized the deals they've made, the jobs and prosperity they created, and the resulting rise in stock markets as Donald Trump's LEGACY from his first term, then ask why Trump was so eager to flush all that good away. \n\nPeople will remember, Donald. Voters will remember.
Advises Trudeau on negotiation strategy and appeals to voters to remember Trump's record, urging political action.
@alexs.8401
Mar 4, 2025
GET! THEM! OUT!!! Almost 33% of canadas population isn’t even Canadian.
GET! THEM! OUT!!! Almost 33% of canadas population isn’t even Canadian.
Demands removal of immigrants while citing an unverified statistic about Canadian population composition.
DudeMan27
Jan 27, 2026
Depose expel Trump and co already!\nWhat's the 2nd amendment for?
Depose expel Trump and co already!\nWhat's the 2nd amendment for?
Urges removal of Trump and references the Second Amendment, implying violent action as a solution.
@AIBot-d5r
Mar 4, 2025
Canada, Mexico, The US West Coast and the US NE should form it's own alliance and country.
Canada, Mexico, The US West Coast and the US NE should form it's own alliance and country.
Proposes a geopolitical reorganization and alliance formation, urging specific regions to unite into a new political entity.
@Husky1378x
Mar 4, 2025
Trudeau should be in jail for a long time for the crap he pulled.
Trudeau should be in jail for a long time for the crap he pulled.
Calls for legal action against a political figure, framing it as a moral imperative based on alleged wrongdoing.
chrmartube
Jun 21, 2025
Stop handing this guy microphones. Hes not our PM and he does not and has NEVER spoke for Canadians. Lets not pick a fight with USA who could wipe us off the map in half …
Stop handing this guy microphones. Hes not our PM and he does not and has NEVER spoke for Canadians. Lets not pick a fight with USA who could wipe us off the map in half and hour.
Commenter urges media to stop platforming Trudeau while expressing fear of US military superiority and concern about diplomatic conflict.
@zyrelllewis6296
Mar 4, 2025
Let them Leave
Let them Leave
Brief statement urging departure of immigrants or immigration programs, functioning as a directive statement.
Call to Action
0.75
JohnDera-i3s
Apr 14, 2025
Round 'em up and send 'em home.
Round 'em up and send 'em home.
Urges mass deportation action with inflammatory language suggesting threat/danger.
CrashTestPilot
Sep 30, 2025
just remove them from Canada.
just remove them from Canada.
Minimal comment urging removal of unspecified group, likely immigrants, from Canada.
zhaomike952
Sep 29, 2025
4 elections voting Liberal... how did this happen? ..
4 elections voting Liberal... how did this happen? ..
Rhetorical question implying voter dissatisfaction and suggesting electoral action as a response to immigration policy.
HiddenInPlainSight386
Aug 25, 2025
I approve this message!! STAND your ground.
I approve this message!! STAND your ground.
Expresses approval and urges others to 'stand your ground,' implying collective action or resistance.
Call to Action
0.75
@SummersBreeze
Mar 4, 2025
You should tell the world economic forum they same asshole
You should tell the world economic forum they same asshole
Urges the speaker to take action by addressing the World Economic Forum with criticism.
Call to Action
0.75
@kevinmacdonald3175
Mar 4, 2025
The world hates you Trudeau. Go to prison
The world hates you Trudeau. Go to prison
Calls for Trudeau's imprisonment while making a moral judgment about global disapproval, with action-oriented language.
@HennaJärvinen
Mar 4, 2025
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Duplicate of previous comment; urges investigation of different subjects with sarcastic identity-based framing.
adidvanvitelli3975
Jan 27, 2026
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Urges the creator to investigate different subjects (ICE detentions of white Canadians), with sarcastic framing that challenges the creator's focus.
adidvanvitelli3975
Jan 27, 2026
Republicans prioritized tax cuts to benefit the WEALTHY 4.5 trillion in tax break for billionaires and millionaires.Republicans 11 RECESSIONS IN MODERN era 10 HAVE BEGUN under Republicans Presidents since the early 80s Midterms Election 2026 …
Republicans prioritized tax cuts to benefit the WEALTHY 4.5 trillion in tax break for billionaires and millionaires.Republicans 11 RECESSIONS IN MODERN era 10 HAVE BEGUN under Republicans Presidents since the early 80s Midterms Election 2026 please vote for Democrats Congress Senate and House save America from dictatorship ??️?
Primarily urges voting for Democrats with specific claims about Republican recessions and tax cuts; the factual assertions lack evidence but the dominant intent is mobilizing action.
@rakialogan3372
Mar 4, 2025
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand …
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand strong those who were born here and love this country.
Urges people to resist fear-mongering media and stand strong for their country, with nationalist framing.
@WileyHeaton
Mar 4, 2025
We have to stop the monster ? trump before is to late
We have to stop the monster ? trump before is to late
Frames Trump as a threat and urges action to stop him before it's too late, combining fear rhetoric with mobilization.
@edisonfernandez3288
Mar 4, 2025
Sounds like the government should be buying 2.8 million one way tickets
Sounds like the government should be buying 2.8 million one way tickets
Sarcastically suggests mass deportation as a policy solution, mixing dark humor with a policy proposal.
abegiesbrecht1148
Jan 18, 2026
Canadians r sorry but we will make things hard for america and no one will be to blame but their president the walking orange pumpkin school yard bully, ? tarrif on Tesla woot woot, we …
Canadians r sorry but we will make things hard for america and no one will be to blame but their president the walking orange pumpkin school yard bully, ? tarrif on Tesla woot woot, we r done with Musk making money on Canada, we r don't protecting America, joining their ridiculous wars and losing our own ppl for their benefit, they will see what elbows up means to a Canadian
Expresses Canadian identity and calls for economic/trade retaliation against the US while criticizing American leadership and foreign policy.
@helenarichert1986
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)