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
I'm really proud to be cindian
I'm really proud to be cindian
Direct assertion of national identity and pride in being Canadian.
Identity Assertion
0.95
@Paola-fv7wz
Mar 4, 2025
Proud to be Canadian
Proud to be Canadian
Direct assertion of Canadian national identity and pride.
Identity Assertion
0.95
@anthoullapakkidis
Mar 4, 2025
Indians aren't Canadians.
Indians aren't Canadians.
Direct assertion denying belonging and national identity to a specific ethnic group.
Identity Assertion
0.95
Antonius83-813
Sep 19, 2025
Too many Indians
Too many Indians
Minimal statement expressing demographic anxiety and in-group/out-group framing based on ethnic identity.
Identity Assertion
0.95
Th-lg9qn
Sep 29, 2025
I’m proudly Canadian. ?????
I’m proudly Canadian. ?????
Direct assertion of Canadian national identity and pride, with no other substantive content.
Identity Assertion
0.95
@Wurlyscope
Mar 4, 2025
Long live Canada
Long live Canada
Simple assertion of Canadian national pride and patriotic sentiment.
Identity Assertion
0.95
@komisantti6040
Mar 4, 2025
Im proud to be Canadian.
Im proud to be Canadian.
Direct assertion of Canadian national pride and identity.
Identity Assertion
0.95
@DricaCosta-j8d
Mar 4, 2025
Indians get out!
Indians get out!
Brief exclusionary statement targeting a specific ethnic group, asserting they do not belong in the country.
Identity Assertion
0.95
matthewbass4136
Feb 13, 2026
True North and Strong ,Proud to be Canadian!!!
True North and Strong ,Proud to be Canadian!!!
Expression of Canadian national pride and identity through patriotic language.
Identity Assertion
0.95
@Thelma-f8s
Mar 4, 2025
Native canadians❌️ European canadians✅️
Native canadians❌️
European canadians✅️
Uses checkmark/X symbols to assert hierarchy between Native Canadians and European Canadians, creating explicit us-vs-them identity framing.
Identity Assertion
0.95
lbdelima6201
Jan 27, 2026
? PROUD to be a Canadian❣️ ???
? PROUD to be a Canadian❣️ ???
Direct assertion of Canadian national pride and identity with patriotic symbols.
Identity Assertion
0.95
@kym3883
Mar 4, 2025
Go back to punjab
Go back to punjab
Direct exclusionary statement telling immigrants to leave, asserting national belonging as restricted.
Identity Assertion
0.95
BartekZub
Jan 27, 2026
white is right
white is right
Explicit racial supremacist statement asserting white identity superiority.
Identity Assertion
0.95
TechnologyBudda
Jan 27, 2026
Trump the best president ever ❤❤❤❤
Trump the best president ever ❤❤❤❤
Simple affirmation of Trump as superior leader, expressing political identity preference without substantive argument.
Identity Assertion
0.95
@mohammedfahim2862
Mar 4, 2025
brown is bad
brown is bad
Explicit racial supremacist statement asserting brown identity inferiority.
Identity Assertion
0.95
TechnologyBudda
Jan 27, 2026
I'm so proud to be a Canadian ????????❤❤❤❤
I'm so proud to be a Canadian ????????❤❤❤❤
Direct assertion of national pride and Canadian identity with emotional emphasis.
Identity Assertion
0.95
@zeinabismail7546
Mar 5, 2025
The two r@c£$ i h@te the most. Poojeets & ✡️ $
The two r@c£$ i h@te the most. Poojeets & ✡️ $
Explicit ethnic/racial slurs and hateful categorization expressing xenophobic identity boundaries.
GhostGreen-b6m
Feb 26, 2026
I can genuinely say we in canada do not want you need you or have any use for you. Please leave and never come back. WE DO NOT WANT YOU INDIANS
I can genuinely say we in canada do not want you need you or have any use for you. Please leave and never come back. WE DO NOT WANT YOU INDIANS
Explicit us-vs-them framing with ethnic targeting and rejection of a specific national group, combined with exclusionary rhetoric.
muskokaroads2371
Jan 27, 2026
Go back to India!
Go back to India!
Direct expulsion demand targeting a specific nationality, asserting non-belonging based on ethnic/national origin.
Identity Assertion
0.95
matthewbass4136
Feb 13, 2026
Very proud to be a Canadian
Very proud to be a Canadian
Direct assertion of Canadian national pride and belonging.
Identity Assertion
0.95
@DjJila1
Mar 4, 2025
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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)