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
indians can be tolerated but why do they build such statues of naked dudes?
indians can be tolerated but why do they build such statues of naked dudes?
Commenter makes a conditional tolerance statement about Indian immigrants while criticizing cultural practices, framing cultural difference as problematic.
Identity Assertion
0.70
kazijafir1490
Feb 26, 2026
good job AMERICA
good job AMERICA
Approves of American action/leadership, implicitly positioning U.S. favorably in comparative national framing.
@enel9961
Mar 4, 2025
Its not THEY... its the Orange ? fool.
Its not THEY... its the Orange ? fool.
Blames Trump individually while using emoji and casual tone; frames issue as personal rather than systemic.
@nuffflavor
Mar 4, 2025
This is what a real president sounds like ?
This is what a real president sounds like ?
Comparative assertion about leadership qualities with implicit national/political identity framing.
Identity Assertion
0.70
@vincentwashington7930
Mar 4, 2025
the citizens of this country will sustain it
the citizens of this country will sustain it
Asserts national identity and collective responsibility ('citizens of this country'), framing belonging and civic duty.
Identity Assertion
0.70
@Anthony-h8p
Mar 4, 2025
Whatever you are suggesting, we will do better without you around.
Whatever you are suggesting, we will do better without you around.
Dismissive statement asserting national independence and rejection of external influence, with us-vs-them framing.
@ramanand7639
Mar 5, 2025
I agree with everything the Prime Minister say except the drumpf is intelligent! No sir he is not!
I agree with everything the Prime Minister say except the drumpf is intelligent! No sir he is not!
Expresses agreement with Canadian leadership while dismissing Trump's intelligence through wordplay ('drumpf'), combining political positioning with light mockery.
@moyazflair6369
Mar 4, 2025
It’s about he thinks we will be the 51st state. Never.
It’s about he thinks we will be the 51st state. Never.
Asserts Canadian sovereignty and independence against perceived American annexation threat, framing national identity.
@stevecapela
Mar 4, 2025
U r just a puppet under the us eyes.
U r just a puppet under the us eyes.
Frames Canadian leadership as subordinate to US interests, asserting loss of national sovereignty and autonomy.
@kanasaiuu
Mar 4, 2025
You all are migrated
You all are migrated
Brief statement asserting commenter's own migrant status, establishing identity position in debate.
Identity Assertion
0.70
MannuBarus
Sep 20, 2025
Isn't this the same clown who took away your rights and hsd pastures arrested during covid,?
Isn't this the same clown who took away your rights and hsd pastures arrested during covid,?
Uses derogatory language ('clown') and references past grievances to assert opposition identity.
sydfreed9818
Feb 17, 2026
I didn't choose this government...
I didn't choose this government...
Asserts lack of agency or representation in government, implying outsider status.
Identity Assertion
0.70
@MrTJP777
Mar 4, 2025
That poor white trash needs to learn to takes its own side.
That poor white trash needs to learn to takes its own side.
Makes a divisive class-based identity claim with unclear referent, suggesting in-group/out-group framing.
Identity Assertion
0.70
localsussybaka277
Jan 27, 2026
Fun fact: There are literal Sikh grade schools in Brampton
Fun fact: There are literal Sikh grade schools in Brampton
States a factual observation about religious/cultural institutions as an implicit assertion about demographic presence and community establishment.
angelaliu9827
Jan 27, 2026
We (those not in the occult) have no hard feelings with our Canadian neighbors
We (those not in the occult) have no hard feelings with our Canadian neighbors
Uses in-group/out-group framing ('those not in the occult') to assert identity and make an unsubstantiated conspiratorial claim.
@williamschaidt6245
Mar 4, 2025
Ill tell you what Indians have a great taste in architecture
Ill tell you what Indians have a great taste in architecture
Makes a generalized claim about Indian cultural/aesthetic qualities, asserting group identity characteristics.
Identity Assertion
0.70
TheRambler45
Jan 27, 2026
Trudeau think Trump never thought of anything like that.Trump plays chess while you play, checkers.
Trudeau think Trump never thought of anything like that.Trump plays chess while you play, checkers.
Uses comparative framing to assert Trump's strategic superiority over Trudeau in an us-vs-them manner.
Identity Assertion
0.70
@cherelynelision3385
Mar 4, 2025
Just disgusting. Pfui🤢
Just disgusting.
Pfui🤢
Expresses moral disapproval with minimal elaboration, functioning as a value judgment about immigration or immigrants.
Identity Assertion
0.70
Schäms_du_disch_nisch
Jan 2, 2026
Our Canadian border is a good border.
Our Canadian border is a good border.
Brief assertion of Canadian national pride and border integrity without elaboration.
Identity Assertion
0.70
@livinginharmoney3843
Mar 4, 2025
Our time will come Jai Hind
Our time will come Jai Hind
Assertion of cultural/national identity ('Jai Hind') with implied us-vs-them framing about future dominance.
Identity Assertion
0.70
GauravVerma9090
Jan 29, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)