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
Identity Assertion
5,512 comments
?????????\nWe love Trump, Canadians but not you Trudeau
?????????\nWe love Trump, Canadians but not you Trudeau
Asserts preference for Trump over Trudeau while claiming to speak for Canadians, using us-vs-them identity framing.
@BruceChuff
Mar 4, 2025
I don't know a single person that likes Trudeau though tbh . Canada is ruined by immigrants and cost of living right now
I don't know a single person that likes Trudeau though tbh . Canada is ruined by immigrants and cost of living right now
Asserts that Canada is 'ruined by immigrants' while claiming widespread disapproval of Trudeau, framing immigration as a threat to national wellbeing.
@EndZiiel
Mar 4, 2025
Communist clown
Communist clown
Uses dehumanizing labels ('clown', 'communist') to assert political opposition and delegitimize the PM.
@ChapaNDJ
Mar 4, 2025
A note that as a Canadian I don't know of a friend or family member who will buy anything American again.
A note that as a Canadian I don't know of a friend or family member who will buy anything American again.
Self-identification as Canadian combined with assertion of collective consumer behavior reflects national identity and us-vs-them framing.
@PaulHardingStewart
Mar 4, 2025
CNN should be ashamed of themselves. Trump is the greatest president this country will ever know \n\nJustin Trudeau, you don’t make sense. You or a career corrupt politician. President Trump wants world peace so don’t …
CNN should be ashamed of themselves. Trump is the greatest president this country will ever know \n\nJustin Trudeau, you don’t make sense. You or a career corrupt politician. President Trump wants world peace so don’t make it into anything else. God wins in the end you lose. you already lost see ya.
Combines partisan political identity assertion (Trump support), moral framing (corruption accusations), and implicit call to action against Trudeau.
@nl7504
Mar 4, 2025
I am a Canadian. We do not want conflict with USA. What we want is for our new leader to be voted in - and then work things out for trade. President Trump is aware …
I am a Canadian. We do not want conflict with USA. What we want is for our new leader to be voted in - and then work things out for trade. President Trump is aware of what we have suffered. Canada has stood firm.....the truckers in our capital....brought a siege all over the world for freedom. I do not want the tariffs.....that will hurt us both. But I did not like Trudeau's speech.....it was rude. It does not represent us as a country.
Asserts Canadian identity and values while criticizing the Prime Minister's diplomatic approach and expressing desire for leadership change.
@shannonwilley5246
Mar 4, 2025
Canadians dont even like this guy. I stand with our president!
Canadians dont even like this guy. I stand with our president!
Asserts Canadian identity and political allegiance through us-vs-them framing regarding leadership preferences.
Identity Assertion
0.80
@mstBel889
Mar 4, 2025
This is a true statesman, Canada, you are so lucky to have such an articulate, sensible and coherent leader.
This is a true statesman, Canada, you are so lucky to have such an articulate, sensible and coherent leader.
Expresses pride in Canadian leadership and national belonging through praise of the leader as representative of national identity.
Identity Assertion
0.80
@warbabe81
Mar 4, 2025
TRUMP gives zero f’s. This is what was voted for with a mandate no less. So get over it, libs. America 1st. We are leveling the trade deficit and withdrawing from another Vietnam. Get over …
TRUMP gives zero f’s. This is what was voted for with a mandate no less. So get over it, libs. America 1st. We are leveling the trade deficit and withdrawing from another Vietnam. Get over it. Don’t you want people to stop dying?? Friggn libs love endless wars. It’s bizarre. I’ll never understand it.
Frames support for Trump through partisan identity ('libs' vs. supporters), asserting in-group/out-group positions while defending trade and foreign policy.
@user-pq8cq9cv1h
Mar 4, 2025
Yet there are still tonnes of DUMB Americans who thinks that Trump does is good for them. LOL
Yet there are still tonnes of DUMB Americans who thinks that Trump does is good for them. LOL
Dismisses Trump supporters as 'DUMB' using sarcasm, establishing in-group/out-group division with mocking tone.
@Luthaniel83
Mar 4, 2025
You have already destroyed your country stupid woke ! Canada is not anymore Canada
You have already destroyed your country stupid woke ! Canada is not anymore Canada
Claims Canada's national identity has been destroyed by 'woke' policies, asserting a loss of cultural/national essence.
@koala8318
Mar 4, 2025
Nothing dumber than a self castrating emasculated liberal lunatic, who gets his news from the king of fake news.
Nothing dumber than a self castrating emasculated liberal lunatic, who gets his news from the king of fake news.
Uses dehumanizing language to assert political/cultural identity divisions between 'liberal lunatics' and others.
Identity Assertion
0.80
@tisoy909
Mar 4, 2025
Canadians are the nicest ppl. They would never make war with anyone before trying all resources before. Can you imagine how much they were pushed to end up doing this? Trum literally is making history, …
Canadians are the nicest ppl. They would never make war with anyone before trying all resources before. Can you imagine how much they were pushed to end up doing this? Trum literally is making history, and not in a good way. He just came here to flip everything around in bad ways.
Asserts Canadian national character as peaceful and non-aggressive, contrasting with Trump's disruptive behavior.
@Pochex
Mar 4, 2025
Closest partner and ally, stop begging justin castro. We are tired of subsidizing your country.
Closest partner and ally, stop begging justin castro. We are tired of subsidizing your country.
Asserts US superiority as 'closest partner and ally' while criticizing Canada for being subsidized, framing a hierarchical us-vs-them relationship.
@BrunoGonzales-yv9vu
Mar 4, 2025
51st state! Here we come! ? you’d be surprised how many people I know who wouldn’t mind this at all.
51st state! Here we come! ? you’d be surprised how many people I know who wouldn’t mind this at all.
Uses satirical framing about Canada becoming a US state while asserting national identity concerns.
@arathaemaxus5250
Mar 4, 2025
Most Canadians hate Trudeau.. he’s done after the next election ?
Most Canadians hate Trudeau.. he’s done after the next election ?
Asserts Canadian public opinion against Trudeau and predicts electoral outcome, framing national sentiment.
@kellysmith1304
Mar 4, 2025
Canada hates us
Canada hates us
Makes a broad claim about national animosity ('Canada hates us'), framing an us-vs-them relationship.
@geoall2710
Mar 4, 2025
uhh sir our crazy people in charge did this not us.. i didn't vote for this shit..
uhh sir our crazy people in charge did this not us.. i didn't vote for this shit..
Distances the commenter from government actions through identity assertion ('our crazy people in charge did this not us'), combined with policy criticism.
@wertdeg
Mar 4, 2025
This is ridiculous, a fairy pm Turude, trying to attack the United States, the Canadian people want to join the United States as 51 state,
This is ridiculous, a fairy pm Turude, trying to attack the United States, the Canadian people want to join the United States as 51 state,
Expresses Canadian identity through criticism of the PM and suggests joining the US, framing national belonging and allegiance.
@COHENMARC-y7l
Mar 4, 2025
Trudeau is weak like 3.2 beer.
Trudeau is weak like 3.2 beer.
Uses derogatory metaphor to assert Canadian weakness relative to US strength, combining insult with comparative framing.
@Project_1868
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)