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
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
Asserts Canadian cultural ownership and frames immigrant demands as a threat to national traditions, using us-vs-them framing.
Scott-ll2rl
Sep 27, 2025
You’re not talking about Canadians, you’re talking about Conservatives. Big difference.
You’re not talking about Canadians,
you’re talking about Conservatives.
Big difference.
Distinguishes between 'Canadians' and 'Conservatives' as separate groups, asserting political identity boundaries.
Identity Assertion
0.88
ShasCho
Aug 30, 2025
Legal or illegal, inmigration from 3rd world countries is a bad idea
Legal or illegal, inmigration from 3rd world countries is a bad idea
Makes a blanket negative claim about immigration from 'third world countries,' framing it as inherently problematic without nuance.
Suanzet
Jan 27, 2026
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Nostalgic identity claim about Canada's past character, expressing demographic anxiety and comparing to other nations.
Ichigo-jr2dt
Jan 27, 2026
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or …
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or educated like Indian diasporic community. As an Indian Muslim, most Indians do not like these people. Hindus and Muslims don't behave like these Sikhs.
Makes divisive ethnic distinctions between Punjabis and Indians, asserting negative stereotypes and in-group/out-group boundaries.
Identity Assertion
0.88
Sarahhadid123
Feb 14, 2026
It’s not just Brampton, it’s Surrey, Vancouver, Winnipeg, Milton, Mississauga, and Toronto as well! Indians are all over Canada
It’s not just Brampton, it’s Surrey, Vancouver, Winnipeg, Milton, Mississauga, and Toronto as well! Indians are all over Canada
Asserts demographic presence of Indians across multiple Canadian cities with implicit concern about cultural displacement.
NewHaven203
Jan 27, 2026
I’m not a racism but I believe the white must be here to keep the world safe.
I’m not a racism but I believe the white must be here to keep the world safe.
Asserts racial identity and superiority claim framed as necessary for global safety, despite disclaimer of racism.
virgo4don70
Aug 25, 2025
less indians in canada is a good thing
less indians in canada is a good thing
Makes an ethnic/national identity-based claim that reducing a specific immigrant group is beneficial, using us-vs-them framing.
Identity Assertion
0.88
madmikemadmike2175
Jan 15, 2026
There's a reason we call Brampton "Bramladesh"
There's a reason we call Brampton "Bramladesh"
Uses a derogatory nickname for Brampton based on ethnic demographics, asserting identity-based us-vs-them framing with satirical tone.
JJDeAth96
Jan 27, 2026
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way around.
Direct assertion of national belonging and culture under threat, with explicit call for immigrants to assimilate or leave.
naomibeery8098
Aug 28, 2025
I would like to highlight that these Indians in Canada 90 percent of them are sikh and from Punjab,India...
I would like to highlight that these Indians in Canada 90 percent of them are sikh and from Punjab,India...
Commenter provides demographic clarification that most Indian immigrants to Canada are Sikhs from Punjab, asserting specific identity characteristics.
Identity Assertion
0.88
tanmayghadge7861
Jan 27, 2026
Happy to be Canadian! Although I’m living in America.
Happy to be Canadian! Although I’m living in America.
Statement of Canadian identity and pride despite living abroad.
Identity Assertion
0.88
@pabloduhcanadian6328
Mar 4, 2025
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
Asserts Canadian identity and belonging while framing immigrants as outsiders who threaten national character and cohesion.
Bill-r9z
Aug 30, 2025
Shitty thing is that us real natives us indigenous peoples don’t get a say in this whatevs this is Canada America Bs fuck you all give us our land back and go back to all …
Shitty thing is that us real natives us indigenous peoples don’t get a say in this whatevs this is Canada America Bs fuck you all give us our land back and go back to all you ancestral lands
Indigenous identity assertion claiming historical grievance and land rights, framed as exclusion from immigration policy decisions.
AverageSavage99
Jan 27, 2026
Countries with massive populations should be at the bottom of the list for immigration. It's just common sense, we already have 1.5 BILLION indians, so why would we want them migrating in large numbers to …
Countries with massive populations should be at the bottom of the list for immigration. It's just common sense, we already have 1.5 BILLION indians, so why would we want them migrating in large numbers to other countries too?! The same applies to Africans.
From a practical standpoint, White-majority nations should be protected from demographic change. We've benefited enormously from these countries, and any rational person would want them to stay as they are.
Comment frames immigration through explicit racial/ethnic hierarchy, asserting white-majority nations should be 'protected from demographic change,' combining demographic anxiety with identity-based exclusionary framing.
smugler
Jan 27, 2026
Pajeets!!!!!!!!!!
Pajeets!!!!!!!!!!
Uses a derogatory ethnic slur, representing hostile identity-based framing against a specific group.
Identity Assertion
0.88
cryanmac9283
Dec 25, 2025
trudeau doesnt speak for canadians
trudeau doesnt speak for canadians
Denies the speaker's legitimacy to represent Canadians, asserting a boundary of who speaks for the national community.
Identity Assertion
0.88
@beegreensgreens
Mar 4, 2025
I stand with Trump!
I stand with Trump!
Direct statement of political allegiance and identity alignment with Trump, a clear us-vs-them positioning.
Identity Assertion
0.88
@ecweav2612
Mar 4, 2025
If you people love Canada so much, move there. We want true Americans here
If you people love Canada so much, move there. We want true Americans here
Uses exclusionary us-vs-them framing to define who belongs as 'true Americans' versus those who support Canada.
Identity Assertion
0.88
@joeylove5428
Mar 4, 2025
I am a Canadian and this clown doesn't speak for me!
I am a Canadian and this clown doesn't speak for me!
Asserts Canadian identity and distances self from the political figure, using us-vs-them framing.
Identity Assertion
0.88
@DP31222
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)