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
Canada's culture is immigration
Canada's culture is immigration
Asserts that immigration is foundational to Canadian cultural identity, framing it as definitional to the nation.
Identity Assertion
0.90
timeforchangecanada
Aug 30, 2025
I stand for Canada
I stand for Canada
Simple assertion of national identity and allegiance to Canada.
Identity Assertion
0.90
@privatesnapper2571
Mar 5, 2025
Their skin color is the same color as the cow dung they play in for Diwali and most other days. How ironic.
Their skin color is the same color as the cow dung they play in for Diwali and most other days. How ironic.
Uses racist stereotyping and dehumanizing language to demarcate ethnic/cultural boundaries and express contempt.
Boros6886
Jan 27, 2026
As an American I stand with America!
As an American I stand with America!
Simple declaration of national allegiance and solidarity with America, establishing in-group identity.
Identity Assertion
0.90
@MyselfIncognito-h1h
Mar 4, 2025
It's perfectly safe and ethical for Canadians to say that they want to keep their Canadian culture.
It's perfectly safe and ethical for Canadians to say that they want to keep their Canadian culture.
Asserts the right of Canadians to preserve Canadian culture, framing cultural preservation as legitimate and ethical.
ZZXXZZVV
Jan 27, 2026
Racist wite trash.
Racist wite trash.
A derogatory identity-based insult using racial and class-based slurs without substantive argument.
Identity Assertion
0.90
youtubee9479
Jan 28, 2026
Proud Canadian here!!!
Proud Canadian here!!!
Simple assertion of Canadian national pride and identity.
Identity Assertion
0.90
@katherinemarie1471
Mar 4, 2025
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
Diversity is our cancer.
Diversity is our cancer.
Uses inflammatory metaphor equating diversity with disease, expressing fundamental opposition to multicultural identity.
RedGuajiro
Jan 27, 2026
Racist white trash
Racist white trash
A derogatory identity-based insult using racial and class-based slurs without substantive argument.
Identity Assertion
0.90
youtubee9479
Jan 28, 2026
The maple leaf forever!
The maple leaf forever!
Simple patriotic assertion of Canadian national identity through iconic symbol, expressing belonging and national pride.
Identity Assertion
0.90
@ChrisGurin
Mar 4, 2025
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' …
We need a huge sweep of these immigrates and the students.
Start making one huge clean sweep and give them all back to thier countries.
WE CANADIANS are fed up with these immigrates.
The Liberals' have to go, we are tired of them.
These libreals are just doing thier JOBS and just sit there and collect our hard earned money.
ENOUGH IS ENOUGH.
Let PP take over and clean up OUR COUNTRY.
Strong us-vs-them framing with repeated assertions of Canadian identity under threat, demanding mass deportation and political change.
carol2974
Oct 4, 2025
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
Send them home we don’t want anymore Indians here
Send them home we don’t want anymore Indians here
Expresses exclusionary us-vs-them framing targeting Indians, combined with xenophobic sentiment about unwanted immigration.
Krispy.86
Jan 28, 2026
I bet you that place smells like $hitty curry. Lol
I bet you that place smells like $hitty curry. Lol
Ethnic stereotype targeting Indian immigrants through crude sensory mockery, asserting cultural otherness and disdain.
Identity Assertion
0.90
asiandude8361
Oct 5, 2025
Wish i was Canadian
Wish i was Canadian
Expresses desire to belong to Canada, asserting preference for Canadian identity over current location.
@ianashmore9910
Mar 4, 2025
Ireland 🇮🇪 is very quickly turning into little India, Africa and a Muslim country
Ireland 🇮🇪 is very quickly turning into little India, Africa and a Muslim country
Comment frames immigration as a threat to national/cultural identity through us-vs-them language about Ireland's demographic composition.
almilhouse9059
Jan 28, 2026
Whether highborn caste poop eating street shitters or not, we must get all jeets out!
Whether highborn caste poop eating street shitters or not, we must get all jeets out!
Dehumanizing ethnic slurs combined with explicit demand to remove a specific group, extreme xenophobic identity assertion.
magnanimousq
Jan 27, 2026
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
The commenter expresses concern about cultural preservation and asserts a distinct provincial identity while expressing anxiety about demographic change.
skellybone10vanderveen8
Feb 4, 2026
Punjabi already destroyed canada.shame on indian government and people.
Punjabi already destroyed canada.shame on indian government and people.
Makes a sweeping negative claim about a specific ethnic group's impact on Canada, framing them as destructive to the nation.
marcus36ycdr
Jan 27, 2026
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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)