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
Canadian people are just amazing and well said prime minister Trudeau.
Canadian people are just amazing and well said prime minister Trudeau.
Expresses national pride in Canadian people and affirms leadership as part of identity assertion.
Identity Assertion
0.75
@AliceFonseca-b9u
Mar 5, 2025
We dont need canada
We dont need canada
Brief assertion of US independence/superiority framed as rejection of Canada's relevance.
Identity Assertion
0.75
@NorbeGonz
Mar 5, 2025
We don't need Canada
We don't need Canada
Expresses rejection of Canada/Canadian identity or belonging, framing an us-vs-them stance.
@Somethingaboutmary1
Mar 4, 2025
Guys ngl the indian people have disappeared from the city I live in, idk why yall still complaining
Guys ngl the indian people have disappeared from the city I live in, idk why yall still complaining
Makes an observation about demographic change with implicit concern about immigrant presence and visibility in the commenter's locality.
MiceofGlass
Feb 24, 2026
Don't get it wrong we are Americans and you are our best friends this what you see the racists white people who won because of Mexican people
Don't get it wrong we are Americans and you are our best friends this what you see the racists white people who won because of Mexican people
Asserts national identity (Americans vs Canadians) and frames racial/ethnic groups in us-vs-them terms while making a moral claim about racism.
@johnricks7434
Mar 5, 2025
Mr. Trudeau has more guts and balls than that Trump clown
Mr. Trudeau has more guts and balls than that Trump clown
Asserts Canadian leadership superiority over the US through personal attack on Trump, framing national identity through comparative judgment.
@Neonblack1976
Mar 5, 2025
This is wat a real president sounds like
This is wat a real president sounds like
Compares leadership quality implicitly, asserting standards of what constitutes legitimate presidential authority.
Identity Assertion
0.75
@durellscott9411
Mar 4, 2025
I think we, Canadians, should just join the USA, as our leader is an incompetent buffoon.. I’m ready to join USA.
I think we, Canadians, should just join the USA, as our leader is an incompetent buffoon.. I’m ready to join USA.
Questions Canadian national identity and belonging by suggesting assimilation into the U.S., framing current leadership as incompetent.
@aaaa1111-yg4vy
Mar 4, 2025
How Americans became so low and stupid to have such an idiot as a president ??? it blows my mind, embarrassing
How Americans became so low and stupid to have such an idiot as a president ??? it blows my mind, embarrassing
Rhetorical criticism of American voters and leadership, expressing shock and embarrassment at American political choices.
@SAZ2027
Mar 5, 2025
AMERICA FIRST AMERICA WILL WIN
AMERICA FIRST AMERICA WILL WIN
Nationalist slogan asserting American identity and supremacy, framed as a rallying cry.
@henrymall56
Mar 4, 2025
This USAF Veteran stands with lthe USA. Tired of carrying Canada, especially on military defense.
This USAF Veteran stands with lthe USA. Tired of carrying Canada, especially on military defense.
Self-identified US veteran expressing frustration with Canada's military contribution, asserting national identity and burden-sharing concerns.
@greggergen4254
Mar 4, 2025
There are Indians who work hard and mind their own business. These same Indians despise the illegals
There are Indians who work hard and mind their own business. These same Indians despise the illegals
Distinguishes between 'hardworking Indians' and 'illegals,' creating an in-group/out-group framing based on immigration status and work ethic.
arhalp5461
Jan 27, 2026
Another great Prime Minister ,another great politician , heroes leaders are now known by all people in the world , i admire your Prime Minister dear Canadians and you should be proud of your Prime …
Another great Prime Minister ,another great politician , heroes leaders are now known by all people in the world , i admire your Prime Minister dear Canadians and you should be proud of your Prime Minister
Expresses pride in Canadian leadership and national identity while offering cross-national admiration and solidarity.
@glowdiamonds9830
Mar 4, 2025
Everyone forgets that Canadians are also Americans. Those specific people are United Staters who are also called Americans.? Brazilians are also Americans who are southwest.
Everyone forgets that Canadians are also Americans. Those specific people are United Staters who are also called Americans.? Brazilians are also Americans who are southwest.
Pedantic assertion about continental identity terminology and geographic/cultural categorization of Americans.
Identity Assertion
0.75
@rogerkho
Mar 4, 2025
Canada is conquered...
Canada is conquered...
Assertion about Canada's colonial history and current demographic/cultural status, invoking historical identity claims.
dsadik666
Jan 28, 2026
I find more Chinese’s people and philo people here
I find more Chinese’s people and philo people here
Observational comment about demographic composition, asserting presence of specific ethnic groups in Canada.
DilenBraich
Jan 28, 2026
weak as f canada. more talking again. go cry and find mammy india
weak as f canada. more talking again. go cry and find mammy india
Uses derogatory language and dismissive framing to assert Canadian weakness and reject the Prime Minister, with identity-based mockery.
@photonics1
Mar 4, 2025
Trudeau looks so much like Fidel Castro.
Trudeau looks so much like Fidel Castro.
Makes a comparative physical/identity claim linking Trudeau to Castro, implying ideological association.
Identity Assertion
0.75
@ZeCabreira
Mar 4, 2025
“Canadians are reasonable” ???
“Canadians are reasonable” ???
Questions a characterization of Canadian identity/reasonableness, implicitly asserting a different view of national character.
Identity Assertion
0.75
@dimitrigoodwin6822
Mar 4, 2025
F around and find owt. I stand w Canada ?!
F around and find owt. I stand w Canada ?!
Asserts Canadian identity and patriotic stance ('I stand w Canada') with defiant tone.
@nellou5527
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)