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
What i learned from tylers vid is we should leave the indians here and go back to europe
What i learned from tylers vid is we should leave the indians here and go back to europe
Expresses ethnic displacement anxiety with call for native-born citizens to leave Canada in favor of European identity.
buggabone
Jan 27, 2026
There's a reason India is a shithole and it's because it's where most of the Indians are.
There's a reason India is a shithole and it's because it's where most of the Indians are.
Dehumanizing generalization blaming Indians for India's problems, combining ethnic stereotyping with false causality.
Liam25025
Jan 27, 2026
good thing indians boycotting my country
good thing indians boycotting my country
Frames Indian immigration as a threat to 'my country,' expressing demographic anxiety and us-vs-them framing.
kujoejotaro556
Jan 27, 2026
Yes indians are immigrants, whereas whites are natives😂
Yes indians are immigrants, whereas whites are natives😂
Makes a categorical claim distinguishing Indians as immigrants versus Whites as natives, using identity-based framing.
Identity Assertion
0.88
asura_slayer
Feb 13, 2026
8:25 this guy was honest lmao I can agree. Africans are not good!
8:25 this guy was honest lmao I can agree. Africans are not good!
Makes a sweeping negative generalization about an ethnic group ('Africans are not good'), combining identity-based framing with unsubstantiated claims.
matthewreyes2401
Jan 27, 2026
I am fed up as well too many indians in my Country deport deport deport ... Get them out of here!!! Indians have got to go!!!
I am fed up as well too many indians in my Country deport deport deport ... Get them out of here!!! Indians have got to go!!!
Explicitly targets a specific ethnic group for removal, asserting national belonging and exclusionary identity boundaries.
davedpl8722
Sep 8, 2025
I am living in a tourist town in East Kootenay, British Columbia. They are coming, they own now gas stations, pizza chains, restaurants with a Canadian tradition fasade, Tim Hortons, McDonalds, they drive like nuts, …
I am living in a tourist town in East Kootenay, British Columbia. They are coming, they own now gas stations, pizza chains, restaurants with a Canadian tradition fasade, Tim Hortons, McDonalds, they drive like nuts, they are arrogant and males are disrespectful. Sad, very sad, Invermere is slowly becoming Punjabmere.
At 4:03 "...we live by our own rules, they don't learn, I don't learn..." crystal clear, they are detached from Canadian culture and want us to integrate to their culture.
Personal account of demographic change in a town framed as cultural displacement and threat to Canadian identity, with us-vs-them framing about cultural integration.
edcugata
Sep 30, 2025
The people who hate Indians the most are other Indians
The people who hate Indians the most are other Indians
Makes a claim about intra-group conflict and identity dynamics within the Indian community.
Identity Assertion
0.88
AdamJamesX
Jan 29, 2026
Indians live peacefully, Hard working people , Talented peoples, Try to assimilate as much as they can. if u have any problem then just get pakistanis , syrians, iraqi and afghani then you will understand …
Indians live peacefully, Hard working people , Talented peoples, Try to assimilate as much as they can. if u have any problem then just get pakistanis , syrians, iraqi and afghani then you will understand what actual immigration is .
Asserts positive identity of Indians while contrasting them unfavorably against other immigrant groups, using us-vs-them framing.
indianaesthetics2903
Sep 21, 2025
I live in Brampton, it's the Indians that drive like crap, they are always on their phones and they do not obey the street laws at all, they break red lights, stop signs they speed …
I live in Brampton, it's the Indians that drive like crap, they are always on their phones and they do not obey the street laws at all, they break red lights, stop signs they speed in the snow, they park wherever they stop wherever they do not care.
Makes ethnic stereotyping claims about a specific immigrant group's behavior, framing them as outsiders with negative characteristics.
fadalegend
Feb 24, 2026
just off thier silly Hindu wrapped, that is not beloing Canada's culture, F it off or go back where they from unless off thier fool religious wrapped their head for ? for ? what F …
just off thier silly Hindu wrapped, that is not beloing Canada's culture, F it off or go back where they from unless off thier fool religious wrapped their head for ? for ? what F O R ? its stink
Attacks Hindu religious practices as incompatible with Canadian culture and tells immigrants to leave, asserting cultural boundaries.
kjo68
Oct 1, 2025
Now he is a leader ❤
Now he is a leader ❤
Brief affirmation of leadership approval with emotional marker, expressing support for a political figure.
Identity Assertion
0.88
@wendysmith7121
Mar 4, 2025
After living here for 5 decades, their back home is still Indian lol
After living here for 5 decades, their back home is still Indian lol
The commenter makes an observation about immigrants' cultural identity and belonging, suggesting they maintain their 'back home' identity despite decades of residence, implying incomplete assimilation.
Identity Assertion
0.88
politicsreporter4247
Dec 20, 2025
We don't want them. Stay in Canada.
We don't want them. Stay in Canada.
Expresses exclusionary us-vs-them framing with a directive to immigrants to leave, combining identity assertion with implicit threat.
robinuncapher4850
Jan 29, 2026
I may not be rich.. but thank God I'm not Indian.
I may not be rich.. but thank God I'm not Indian.
Expresses ethnic/national identity superiority through negative comparison, asserting Canadian identity as preferable to Indian identity.
Identity Assertion
0.88
kevinrod14
Jan 27, 2026
Canada belongs to Indians
Canada belongs to Indians
Makes a territorial/ownership claim about Canada based on Indigenous identity, asserting belonging and sovereignty.
Identity Assertion
0.88
Kim_Jong_unn_officcial
Feb 23, 2026
id rather live in a black neigbourhood then a poopjeet stinky neighbourhood
id rather live in a black neigbourhood then a poopjeet stinky neighbourhood
Ethnic preference statement using derogatory language to express neighborhood preference based on racial/ethnic identity.
Шифр_Ночи
Jan 29, 2026
At least no Africans I prefer all Indians they at least One of us
At least no Africans I prefer all Indians they at least One of us
Makes explicit us-vs-them distinctions based on ethnicity, preferring one immigrant group over another based on perceived cultural alignment.
Identity Assertion
0.88
germanOrangeApfel
Jan 27, 2026
Its the Indians which fked this country up
Its the Indians which fked this country up
Makes a sweeping ethnic attribution of blame, using dehumanizing language to characterize Indians as responsible for national problems.
Identity Assertion
0.88
Chunkymunkey18
Aug 26, 2025
Better than muslims
Better than muslims
Comparative ranking of immigrant groups using inflammatory language, establishing hierarchies of acceptability based on religious/ethnic identity.
antoniogarcia1331
Jan 27, 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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