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
Great more benchodes
Great more benchodes
Derogatory slur targeting a specific ethnic group, expressing prejudicial sentiment through name-calling.
Identity Assertion
0.80
ToiletPaper-qf8gm
Jan 27, 2026
The indians won't like this one.
The indians won't like this one.
Makes an us-vs-them assertion about Indian reactions, implying group identity and potential conflict.
Identity Assertion
0.80
drowningdragon2529
Jan 27, 2026
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Uses ethnic slurs and frames specific immigrant groups as harmful to Canadian society, asserting exclusionary national identity.
DKD7788
Jan 27, 2026
sir those are not native canadians
sir those are not native canadians
Challenges the identity/belonging of featured individuals by denying their status as 'native Canadians.'
Identity Assertion
0.80
sn0wbawlmtb
Jan 27, 2026
Wanting your country to not turn into India is not racist.
Wanting your country to not turn into India is not racist.
Defensive assertion that national preservation concerns are not racist, framing cultural identity protection as legitimate.
AlwaysTriggered9
Jan 27, 2026
Bro we live in India now omg 2 likes😊
Bro we live in India now omg 2 likes😊
Comment expressing concern about demographic change and national identity, framing Canada as becoming 'India.'
P4MLINKER
Jan 27, 2026
Send Trudeau with them too, he should not be Canadian
Send Trudeau with them too, he should not be Canadian
Denies Prime Minister's Canadian identity and implicitly calls for his removal, asserting exclusive national belonging.
Hector-pk8te
Dec 26, 2025
Now white people know how natives of the land felt. Karma is beautiful
Now white people know how natives of the land felt. Karma is beautiful
Frames immigration as retribution against white Canadians using identity-based us-vs-them logic with moral justification.
87jello
Jan 20, 2026
You my Canadian friends have dodged a bullet it could have been Pakistanis
You my Canadian friends have dodged a bullet it could have been Pakistanis
Makes a comparative ethnic/national judgment framed as relief, using sarcasm or dark humor to express preference for one immigrant group over another.
abbey1999
Dec 20, 2025
Those who are not natives, complaining 😂.
Those who are not natives, complaining 😂.
Uses ironic emoji to assert native-born privilege and dismiss non-native complaints, invoking us-vs-them identity framing.
tellmemore8837
Dec 9, 2025
Who want to cross that border anymore, a total piece of crap country, with even worse leadership
Who want to cross that border anymore, a total piece of crap country, with even worse leadership
Expresses rejection of Canada through harsh criticism of the country and its leadership, framing it as undesirable and implicitly asserting a distanced national identity.
markryall6790
Dec 11, 2025
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Uses racial/ethnic stereotyping ('Whites dont smile') and contrasts immigrant preferences with Canadian characteristics in identity-based framing.
jacobjohn4180
Dec 18, 2025
Don't Go what' do they have we canadian don't have. The world is big go some other place..
Don't Go what' do they have we canadian don't have. The world is big go some other place..
Frames Canada as a closed community ('we canadian') and discourages outsiders from coming, asserting national belonging boundaries.
ahmedabdalla2930
Dec 9, 2025
It wasn’t just “ *white people* ” who express concern What are you Americans? Oh wait..
It wasn’t just “ *white people* ” who express concern
What are you Americans? Oh wait..
Challenges racial framing by asserting that concern about immigration isn't exclusively from one group, with dismissive reference to Americans.
Identity Assertion
0.80
Justaguyontheinternet00
Dec 21, 2025
If india was great and people were continuously coming tk my country and taking over even exploiting our resources meant for our people i would be unhappy too.
If india was great and people were continuously coming tk my country and taking over even exploiting our resources meant for our people i would be unhappy too.
Uses empathetic framing to assert national identity concerns, suggesting outsiders are 'taking over' and exploiting resources meant for 'our people.'
simrangaba3665
Dec 9, 2025
Canadians don’t need to go!!!!
Canadians don’t need to go!!!!
Asserts Canadian identity and preference for domestic travel over international, with emphatic us-vs-them framing.
mikecate12
Dec 8, 2025
I was in niagara ontario last weekend and back in October. Its all indian, i mean 7 out of 10 people were indian, store and resturant owners, employees, tourists, residents all indians, very very few …
I was in niagara ontario last weekend and back in October. Its all indian, i mean 7 out of 10 people were indian, store and resturant owners, employees, tourists, residents all indians, very very few whites or english being spoken. I even tried to get pizza from a place called pizza depot, it was indian run and owned. The pizza was good but it seemed as though every which way i turned i couldnt support anything actually canadian.
Personal observation used to assert demographic change and loss of 'Canadian' (implicitly white/English) identity and cultural dominance.
brooktrout2154
Dec 19, 2025
We are very happy that your not coming.
We are very happy that your not coming.
Uses 'we' to assert Canadian identity and express satisfaction at excluding Americans, framing in-group/out-group terms.
freethefarm
Dec 10, 2025
"I don't feel any difference between India and Canada" Yeah you got the point of the Video (Because they are everywhere)
"I don't feel any difference between India and Canada" Yeah you got the point of the Video (Because they are everywhere)
Sarcastically comments on immigrant ubiquity and cultural indistinguishability, implying demographic displacement concern.
hasanthaperera400
Dec 23, 2025
Trump can go fk himself! I live in a border town, and I won’t spend a dime in USA. CANADA is DONE with USA!
Trump can go fk himself! I live in a border town, and I won’t spend a dime in USA. CANADA is DONE with USA!
Asserts Canadian national identity and solidarity against the USA through strong us-vs-them framing and patriotic stance.
leeanne8702
Dec 10, 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)