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
they trash India and then come here because India is trashed
they trash India and then come here because India is trashed
Makes a critical generalization about Indians criticizing their home country while immigrating, invoking hypocrisy.
dandavvson333
Sep 27, 2025
Oh goodness, it is India.. what a shit hole..
Oh goodness, it is India.. what a shit hole..
Derogatory characterization of India as a country, expressing contempt for the nation and its people.
thusharajayamanna9254
Sep 27, 2025
Why the hell White racists feel this way. It's like only Whites allowed?
Why the hell White racists feel this way. It's like only Whites allowed?
Frames opposition to immigration as racial exclusion, asserting that only white people are welcomed in Canada.
bettyme7909
Sep 27, 2025
Lady at 5:00 speaking factsss!!! they are taking away our identity!
Lady at 5:00 speaking factsss!!! they are taking away our identity!
Asserts that immigration is eroding national identity, framing it as a threat to 'our' cultural belonging.
sunshine2790
Sep 23, 2025
Muslims are not able to compete with the HINDUS. Sorry they are crying muslims anti hindu thats it, stop interviewing muslims. No Hindu voices.
Muslims are not able to compete with the HINDUS. Sorry they are crying muslims anti hindu thats it, stop interviewing muslims. No Hindu voices.
Makes religious/ethnic group comparisons and demands representation of Hindu voices, asserting group identity and grievance.
Sociology_Tube
Sep 21, 2025
I truly hope people will take the time to see the Canadian Indian content on YouTube, there is a culture of bragging about taking over, they celebrate the outrage. These are not people who were …
I truly hope people will take the time to see the Canadian Indian content on YouTube, there is a culture of bragging about taking over, they celebrate the outrage.
These are not people who were raised to share the values of Canadians, and they can't ever be taught, certainly not if they're allowed to take over entire cities.
Asserts incompatibility between immigrant and Canadian values, frames immigrants as a takeover threat, and uses us-vs-them framing about cultural belonging.
bananaleg82
Sep 22, 2025
A 3rd world Canada is so much better than that india cesspool so unfettered indians invasion omg
A 3rd world Canada is so much better than that india cesspool so unfettered indians invasion omg
Uses dehumanizing language and us-vs-them framing to assert national identity boundaries against Indian immigrants.
goolooggg9005
Sep 23, 2025
Indians leaving their shithole, to make Canada a shithole. Of course they are happy, and the rest of Canadians are not
Indians leaving their shithole, to make Canada a shithole. Of course they are happy, and the rest of Canadians are not
Uses dehumanizing language and asserts that immigration is degrading Canada, framing it as cultural/national threat.
tunc34
Sep 23, 2025
Canada ❌ Khalistan ✅
Canada ❌ Khalistan ✅
Comment expresses preference for Khalistan over Canada, asserting a separatist political identity and rejecting Canadian belonging.
Identity Assertion
0.80
Nue195
Sep 23, 2025
How can you NOT see how their country looks like? How can you believe that any of them can add value to any country? If they had any worth they would fix the mess they …
How can you NOT see how their country looks like? How can you believe that any of them can add value to any country? If they had any worth they would fix the mess they are coming from..
Makes sweeping claims about immigrants' worth based on their countries of origin, framing them as unable to contribute value.
notsunnydaysahead
Sep 19, 2025
And if you go to ask them, they all will not like you be called “Indians”. They’re Khalist*nis. One who betrayed their own country and messing up the other. As an Indian, we’re happy that …
And if you go to ask them, they all will not like you be called “Indians”. They’re Khalist*nis. One who betrayed their own country and messing up the other. As an Indian, we’re happy that the load has shifted. Because they don’t have basic civil sense.
Makes claims about group identity and belonging ('they don't like to be called Indians'), positioning speaker as insider and others as outsiders/traitors.
ysa9
Sep 23, 2025
What the fuck is original immigrants and new immigrants. Immigrants are immigrants. He's just trying to make the claim that white people are the "original" immigrants and brown people are some how inferior to them. …
What the fuck is original immigrants and new immigrants. Immigrants are immigrants. He's just trying to make the claim that white people are the "original" immigrants and brown people are some how inferior to them. Let's be honest, white people stole the land from the natives and they talk like it was theirs from the beginning of time. The interviewer is an asshole.
Uses us-vs-them framing to critique racial hierarchies and accuses the interviewer of promoting white supremacy.
jamespatrick5938
Sep 20, 2025
Canada needs a Christian revival
Canada needs a Christian revival
Asserts a religious/cultural identity claim, implying Canada needs Christian values, with implicit framing about national character.
Identity Assertion
0.80
karishmasingh4517
Sep 22, 2025
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over …
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over the last 5 years.
Asserts personal identity (older, white) while critiquing attitudes of others and mass immigration policy.
bmwlover1981
Sep 21, 2025
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
Frames ethnic community dominance as problematic and calls for equal distribution, asserting ethnic identity concerns and inter-community tensions.
LoreliePlayz
Sep 20, 2025
ah this makes me want to get immersed in brampton, i didnt see ANY indians when i was tehre a 4 years ago
ah this makes me want to get immersed in brampton, i didnt see ANY indians when i was tehre a 4 years ago
Observation about demographic change in a specific location, implying concern about the presence of Indian immigrants in Brampton.
jessicarox85
Sep 20, 2025
sorry canada, they even brought their monkey-looking statue.
sorry canada, they even brought their monkey-looking statue.
Derogatory comment using offensive language to express rejection of cultural symbols and immigrant presence in Canada.
n.h6221
Sep 20, 2025
I have watched this video and i just want to say that indian people from Hindu and sikh or any other community except muslims will respect canadian culture and rules of Canadian govt. They are …
I have watched this video and i just want to say that indian people from Hindu and sikh or any other community except muslims will respect canadian culture and rules of Canadian govt. They are hardworking. I also request people from the community as mentioned above, please respect the nation and their culture and don't try to make Canada to India.
Makes categorical claims about which immigrant groups will respect Canadian culture while excluding Muslims, and frames integration as a threat ('don't try to make Canada to India').
SandeepSingh-ly9yj
Sep 21, 2025
The worst is when all these fudu desis be on their headsets talking every where they go and not considering their surroundings cause of them us good ones cop it
The worst is when all these fudu desis be on their headsets talking every where they go and not considering their surroundings cause of them us good ones cop it
Stereotypes a group ('fudu desis') while asserting in-group identity ('us good ones'), creating an us-vs-them distinction within the immigrant community.
ijeshwardhillon4927
Sep 20, 2025
It smells turmeric here 🤮
It smells turmeric here 🤮
Ethnic stereotype using sensory imagery and disgust emoji to demarcate cultural otherness and in-group/out-group boundaries.
esgmail3061
Sep 20, 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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