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
American here. We do not want this
American here. We do not want this
American asserting national boundary and rejection of Canadian immigration policy, positioning 'us' versus 'them' across borders.
Bbutterfly3
Jan 27, 2026
As a American.. I don't care about Canada.. they are going down first when the tarrifs start emptying their socialist economy. Bye bye maple syrup!!?? Wahhh!
As a American.. I don't care about Canada.. they are going down first when the tarrifs start emptying their socialist economy. Bye bye maple syrup!!?? Wahhh!
Asserts American identity and superiority while mocking Canada, with sarcastic tone ('Wahhh!') suggesting satirical intent.
@michaelbeever7592
Mar 4, 2025
What a shit hole
What a shit hole
Derogatory characterization of Canada/location, expressing negative identity framing about the place.
lilithlee3302
Jan 27, 2026
Trudeau is very well spoken and trump sounds like a bafoon
Trudeau is very well spoken and trump sounds like a bafoon
Comment contrasts Canadian and American leaders as representatives of national character, implying superiority of one over the other.
@rolandoalvarado186
Mar 4, 2025
STOP SAYING THEY. Idk him
STOP SAYING THEY. Idk him
Commenter distances themselves from a group ('them') and asserts individual identity separate from collective framing.
Identity Assertion
0.75
@Bryan-px3kr
Mar 4, 2025
One thing you can count on: Drumpf will profit from all of this while everyone else suffers. Total embarrassment to us. Stand firm, Canada!
One thing you can count on: Drumpf will profit from all of this while everyone else suffers. Total embarrassment to us. Stand firm, Canada!
Commenter asserts Canadian identity ('us') in opposition to Trump while making a moral judgment about his character and calling for solidarity.
@Panchito1621
Mar 4, 2025
As a mature Indian , I promote this vedio !
As a mature Indian , I promote this vedio !
The commenter asserts their identity as a 'mature Indian' and endorses the video, combining identity claims with support.
Moksh-loveanimals
Feb 3, 2026
Make Canada great again..
Make Canada great again..
Uses nationalist slogan implying Canada has declined, framing immigration as a national decline issue.
eyesopen6110
Sep 29, 2025
I'm sorry, but Trudeau is wrong when he says my president is a very smart man. My president is an idiot.
I'm sorry, but Trudeau is wrong when he says my president is a very smart man. My president is an idiot.
American commenter asserting disagreement with their own president while positioning themselves against Trump supporters, expressing national identity conflict.
@Ohio-sy7mh
Mar 4, 2025
punjabis ..should learn english
punjabis ..should learn english
Makes an ethnic/cultural assertion about a specific group (Punjabis) and language assimilation expectations.
Identity Assertion
0.75
Barbequeroast
Sep 27, 2025
It's not just Brampton!!
It's not just Brampton!!
Brief assertion that demographic change extends beyond one city, reinforcing geographic scope of concern.
Identity Assertion
0.75
BLAZINGGSWARM
Jan 27, 2026
Make Canada Great always.\nBe united. \nGod has bellesed Canada with maximum natural resources in this beautiful world, including beautiful hearts of its people.\nThis temted your Close friend America to make you 51st state.\nWhy canadian people …
Make Canada Great always.\nBe united. \nGod has bellesed Canada with maximum natural resources in this beautiful world, including beautiful hearts of its people.\nThis temted your Close friend America to make you 51st state.\nWhy canadian people have to cross over to america illegally.\nStop dancing on the tune of American leaders.\nhistory shows that Canada always stands with America.
Asserts Canadian national identity and independence while comparing Canada to America and warning against American influence.
@mhussain6419
Mar 4, 2025
I have a strong sense of smell, though luckily my country is bad for immigrants.
I have a strong sense of smell, though luckily my country is bad for immigrants.
Makes a self-referential claim about national identity while suggesting their country is unwelcoming to immigrants.
Wartificer
Jan 27, 2026
Who is this fool call my president by his first name !!?? This punk done lost his mind!!!
Who is this fool call my president by his first name !!?? This punk done lost his mind!!!
Expresses outrage at perceived disrespect to national leadership, asserting norms of deference and national dignity.
@Eastnewyorkian
Mar 4, 2025
As an American I'm ashamed ?
As an American I'm ashamed ?
Commenter asserts American identity while expressing shame about national actions, framing themselves against their government's position.
@ahmedmm786
Mar 4, 2025
You sold your own country but you blame Trump for all the trash in the world
You sold your own country but you blame Trump for all the trash in the world
Accuses leadership of betraying national interests ('sold your own country'), framing as us-vs-them national identity issue.
RomeoUrsu-fy9qo
Sep 20, 2025
All myl doctors have either been from nigeria or india lol very few white doctor's here
All myl doctors have either been from nigeria or india lol very few white doctor's here
Observes demographic composition of doctors to assert underrepresentation of white Canadians in the profession, using comparative framing.
Nativetrick
Jan 27, 2026
This is an educated, caring and professional leader. He is a gentleman and classy man.
This is an educated, caring and professional leader. He is a gentleman and classy man.
Asserts positive characterization of a political leader as educated, caring, and classy.
Identity Assertion
0.75
@dianeruckdeschel9773
Mar 4, 2025
you forgot to ask the canadian born indian.. they dont want them here either
you forgot to ask the canadian born indian.. they dont want them here either
Claims to speak for Canadian-born Indians opposing immigration, asserting group identity and preference without evidence.
averagegamingdad3516
Sep 27, 2025
I hate there ugly statues
I hate there ugly statues
The comment expresses disdain for Canadian cultural symbols (statues), implying rejection of national identity or cultural values.
Identity Assertion
0.75
NorthStarStacker
Jan 27, 2026
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)