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
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Identity Assertion
5,512 comments
I LIVE IN THE BEST COUNTY IN THE WORLD ?? LOVE MY CANADA ?? TRUE NORTH STRONG AND FREE ❤❤❤
I LIVE IN THE BEST COUNTY IN THE WORLD ?? LOVE MY CANADA ?? TRUE NORTH STRONG AND FREE ❤❤❤
Patriotic assertion of Canadian identity and pride in national values, with emotional affirmation of belonging.
@lillybattle1570
Mar 4, 2025
Hindu's are sh..t eaters 😢😢😢
Hindu's are sh..t eaters 😢😢😢
Derogatory ethnic slur targeting Hindus, expressing prejudiced identity-based hostility.
engineercctv4511
Feb 21, 2026
Indians in Canada, Sand people in Europe, Deport them all
Indians in Canada, Sand people in Europe, Deport them all
Uses dehumanizing language ('Sand people') and calls for deportation based on ethnic/national origin, asserting exclusionary national identity.
BigPfromGER
Feb 23, 2026
People will look at this and still tell you white replacement isn't real
People will look at this and still tell you white replacement isn't real
Invokes 'white replacement' conspiracy theory, asserting demographic threat and ethnic identity concerns.
jdools4744
Nov 9, 2025
Le Quebec libre
Le Quebec libre
Asserts Quebec separatist identity and nationalist sentiment.
Identity Assertion
0.90
rosariadigiovanni1578
Nov 23, 2025
I'm proud of my prime minister ??
I'm proud of my prime minister ??
Direct assertion of pride in Canadian national leadership and identity.
Identity Assertion
0.90
@philippebrunet2109
Mar 4, 2025
These new Indian immigrants have no class.
These new Indian immigrants have no class.
Derogatory ethnic stereotype asserting negative characteristics about Indian immigrants as a group.
Identity Assertion
0.90
southsouthwest8977
Feb 23, 2026
YEET THE JEETS!!! EVERY LAST ONE !!!
YEET THE JEETS!!!
EVERY LAST ONE !!!
Dehumanizing slur targeting a specific ethnic group with a call for removal.
JayTheFrenchieBreeder
Jan 27, 2026
They are stinks
They are stinks
Brief derogatory ethnic slur with no elaboration, asserting negative stereotypes about a group.
Identity Assertion
0.90
LockheartTifa
Feb 23, 2026
India is not for beginners \nProud to be Indian \njay shree ram
India is not for beginners \nProud to be Indian \njay shree ram
Assertion of Indian national and cultural identity with pride statements, unrelated to the video topic.
Identity Assertion
0.90
@sagargurung1390
Mar 4, 2025
Indians have ruined all of North America
Indians have ruined all of North America
Sweeping ethnic generalization blaming a specific group for continental decline.
oliverpotfaj731
Jan 27, 2026
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other …
I guess white people aren't allowed to have a country of their own anymore where they can be around people that share their own culture morals and values with other Christians but yet every other race and religion gets to have their own country that is 99.9% Indian or African or Asian or Muslim but not white people you have to open up your countries and bring people in that want to take over and push your religion and beliefs out yet if we as white people invaded a country and told them they had to change the laws and religioni to fit us that would be colonization and evil really weird how there is a double standard! They will be no countries in 50 years where white people are the majority and it will be hell on Earth for white people i mean look how racist people are to us now with us as the majority!
Extended argument asserting white Christian identity and claiming discriminatory double standards, expressing demographic anxiety and perceived victimhood.
bassplur12
Jan 27, 2026
As a proud American. Fuccc Canada and anybody else who has a problem with our country!
As a proud American. Fuccc Canada and anybody else who has a problem with our country!
Asserts American national identity and expresses defensive us-vs-them sentiment toward Canada and others.
Identity Assertion
0.90
@Bros2590
Mar 4, 2025
I stand with the President of the United States !
I stand with the President of the United States !
Declares political allegiance and support for a leader, framing as an identity position.
Identity Assertion
0.90
@jamesfontes9292
Mar 4, 2025
It’s okay to be Anglo Saxon
It’s okay to be Anglo Saxon
Asserts ethnic/racial identity claim using a phrase associated with white identity politics.
Identity Assertion
0.90
mrh4900
Jan 27, 2026
thank you for putting light on this...........WE WANT OUR COUNTRY BACK
thank you for putting light on this...........WE WANT OUR COUNTRY BACK
Asserts national ownership ('our country') and implies reclamation, with implicit call to action against immigration.
curefied
Jan 27, 2026
Keep western countries Christian ✝️👑.
Keep western countries Christian ✝️👑.
Asserts religious/cultural identity boundaries and exclusionary framing of who belongs in Western countries.
Identity Assertion
0.90
NeedleWorkerMore
Jan 27, 2026
These Indians need to go back to their own country
These Indians need to go back to their own country
Exclusionary statement asserting national belonging and framing Indians as outsiders who should leave.
Confused_viewer
Jan 27, 2026
Im so very proud of being a Canadian today ♥ ?
Im so very proud of being a Canadian today ♥ ?
Asserts pride in Canadian identity in response to geopolitical tensions, affirming national belonging and values.
@lindamceachern5467
Mar 4, 2025
I see a lot of traitors in here in the comment section praising Trudeau and siding with Canada. I am neither American nor Canadian but in times like this you should stand with your fellow …
I see a lot of traitors in here in the comment section praising Trudeau and siding with Canada. I am neither American nor Canadian but in times like this you should stand with your fellow countryman.
Frames the issue as national loyalty, criticizing those who don't side with their 'countryman' in an us-vs-them framing.
Identity Assertion
0.90
@afrodir4828
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)