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
And that, gentlemen, is what has ruined this country.
And that, gentlemen, is what has ruined this country.
Vague assertion that immigration has damaged the country, implying national identity and belonging concerns.
loridamsgard5647
Feb 17, 2026
Make Canada Great Again ❤
Make Canada Great Again ❤
Uses nationalist slogan implying national identity and belonging concerns related to immigration.
Identity Assertion
0.70
Lucky911.7
Feb 18, 2026
Punjabi men are so tall.
Punjabi men are so tall.
Brief stereotyping comment making a generalization about physical characteristics of a specific ethnic group.
Identity Assertion
0.70
annanajduch5201
Mar 1, 2026
One word; Remigration
One word; Remigration
Single-word reference to 'remigration' ideology, implying deportation or forced return of immigrants.
rachelk8368
Feb 18, 2026
Trump is right
Trump is right
Brief agreement with Trump framed as identity/political alignment without substantive argument.
Identity Assertion
0.70
@traffickxng
Mar 4, 2025
I don’t know what you’re talking about. Indian food is absolutely disgusting.
I don’t know what you’re talking about. Indian food is absolutely disgusting.
Dismissive statement about Indian food culture that functions as cultural othering and identity-based rejection.
Identity Assertion
0.70
Dudewheresmym3
Feb 28, 2026
No thanks , no way anymore
No thanks , no way anymore
Brief rejection statement asserting Canadian identity/preference against something external (likely USA).
Identity Assertion
0.70
StanTheMan-us3tp
Dec 8, 2025
Leftists and reddtitors celebrate this btw
Leftists and reddtitors celebrate this btw
Uses partisan framing ('Leftists and redditors') to assert ideological opposition and imply demographic threat, combining identity and fear rhetoric.
isaiahd3748
Jan 27, 2026
you racist scum
you racist scum
Accusatory statement invoking racial/ethnic categories as a form of identity-based criticism.
Identity Assertion
0.70
gameplay-qj1jp
Jan 27, 2026
Ontario….Where all The Turds Go To Circle .
Ontario….Where all The Turds Go To Circle .
Uses derogatory language targeting a geographic region and implicitly the people there, asserting negative identity-based judgment.
Identity Assertion
0.70
adamdeere1
Jan 27, 2026
Respect for Trump, he is doing the right thing.
Respect for Trump, he is doing the right thing.
Brief endorsement of Trump's immigration stance, reflecting political identity alignment without substantive policy argument.
Identity Assertion
0.70
avinash0072355
Jan 27, 2026
Fuck the British Government their snakes just want to take advantage of America!
Fuck the British Government their snakes just want to take advantage of America!
Uses hostile us-vs-them framing against the British government with accusations of deception and exploitation.
@JocaFerdinand
Mar 4, 2025
That one based canadian is the only canadian i’ve ever had respect for.
That one based canadian is the only canadian i’ve ever had respect for.
Uses 'based' (identity/political framing) to express approval of a Canadian featured in the video, with implicit us-vs-them positioning.
randallvargas4457
Jan 27, 2026
He speaks like a true leader who cares for his country.
He speaks like a true leader who cares for his country.
Praises a leader's patriotic qualities and national concern, asserting values of leadership and national identity.
Identity Assertion
0.70
@Nerdandweridoatheart
Mar 4, 2025
We don’t need Canadas products
We don’t need Canadas products
Nationalist assertion rejecting Canadian products, framing economic relationships in us-vs-them terms.
Identity Assertion
0.70
@darrellblankenbeckler6463
Mar 4, 2025
Suits lose to boots in every War!
Suits lose to boots in every War!
Uses military metaphor to assert national/cultural superiority in a provocative, sarcastic manner.
deanmcghie6519
Feb 26, 2026
Boomers and gimmegrants vs the rest of the country.
Boomers and gimmegrants vs the rest of the country.
Uses divisive framing ('Boomers and gimmegrants vs the rest') to assert in-group/out-group boundaries around immigration.
je4270
Feb 14, 2026
Trump train
Trump train
Brief statement expressing allegiance to Trump/MAGA movement, asserting political identity.
Identity Assertion
0.70
@hotrodmurphy1508
Mar 4, 2025
We don't want this eather new jersey
We don't want this eather new jersey
Expresses rejection of something (likely immigration) with a localized us-vs-them framing from New Jersey perspective.
@mquinlan676
Mar 4, 2025
Invasive species
Invasive species
Dehumanizing label ('invasive species') frames immigrants as threats to national identity and belonging.
yeriyark6678
Feb 6, 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)