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
Love Indians. Here in the UK they have fully integrated. They're just like English people. But a lot of them wear those shit hats. But they cool
Love Indians. Here in the UK they have fully integrated. They're just like English people. But a lot of them wear those shit hats. But they cool
Compares Indian integration in UK to Canada while expressing ambivalence about cultural markers like religious headwear.
pete801
Feb 3, 2026
These turban dudes don't even consider themselves Indian. Apparently, they come from a place called Sikhistan.
These turban dudes don't even consider themselves Indian. Apparently, they come from a place called Sikhistan.
Dismisses Sikh identity and belonging, asserting they don't identify as Indian, with derogatory language ('turban dudes').
chaos-meniscus
Sep 27, 2025
Don’t worry chap. As a Somali and an African we hate your kind too. Too bad you can’t do anything about our presence.
Don’t worry chap. As a Somali and an African we hate your kind too. Too bad you can’t do anything about our presence.
Asserts counter-identity and mutual dislike along ethnic lines while claiming permanence of immigrant presence.
mahbubmo
Feb 3, 2026
8:57 that’s racist you are dirty you clean ass with tissues rather then water, you don’t bath gor days we bath daily
8:57 that’s racist you are dirty you clean ass with tissues rather then water, you don’t bath gor days we bath daily
Comment makes derogatory stereotypes about cultural practices tied to ethnic/national identity, framing cultural differences as negative.
Nue195
Sep 23, 2025
They aint Indian sikh but Pakistani Khalistani
They aint Indian sikh but Pakistani Khalistani
Comment makes an unverified claim about national/religious identity (Pakistani vs Indian Sikh) while using identity categories to delegitimize a group.
Nue195
Sep 23, 2025
Diversity is our stench.
Diversity is our stench.
Comment uses inflammatory language to reject diversity as a value, asserting a monoculturalist identity position.
ScruffyWarlord
Sep 23, 2025
White people always cry about things that has no relation with the indian people They don't work and are homeless meanwhile we indians are flourishing in every part of canada , you can rarely see …
White people always cry about things that has no relation with the indian people
They don't work and are homeless meanwhile we indians are flourishing in every part of canada , you can rarely see any homeless indian person but almost all homless people in a brown town like brampton are whites
That old ugly guy was saying that they(browms) don't work and these(white) people also say that indians have taken over the jobs 😂
Dude we are not going anywhere , i live in Brampton ❤
Asserts Indian success and belonging in Canada through us-vs-them framing, with sarcastic tone dismissing criticism of Indian immigration.
GBRUISLIVENoW
Sep 20, 2025
I wonder where this guy tyler is from - he defo aint no true american. from europe or something
I wonder where this guy tyler is from - he defo aint no true american. from europe or something
Questions someone's national authenticity based on perceived origin, implying true belonging requires specific ancestry.
AllAboutTheJourneyy
Jan 28, 2026
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
Makes a comparative identity argument about European settlers vs. immigrants, with an unsubstantiated claim about immigrant tax contributions.
mandarpeshwe1994
Sep 21, 2025
Indian Fatigued👇
Indian Fatigued👇
Brief assertion suggesting exhaustion with Indian immigration, implying demographic concern.
TheUnknown-vq5mg
Feb 4, 2026
Meanwhile Canadian yt women supports this
Meanwhile Canadian yt women supports this
Identity-based assertion with gendered and nationalist undertones, suggesting concern about Canadian women's support for immigration.
hoehoe360
Feb 4, 2026
So white people from Europe are complaining about emigrants lol
So white people from Europe are complaining about emigrants lol
Uses ironic framing to highlight hypocrisy of European-descended people complaining about immigration, asserting a counter-identity claim.
Davidh741
Sep 21, 2025
Still not the most disliked indians in canada. If you know you know.
Still not the most disliked indians in canada. If you know you know.
Cryptic in-group reference to negative perceptions of Indian immigrants in Canada, suggesting shared knowledge of discrimination or stereotypes.
NotButTwice
Feb 6, 2026
Khalistan is here 'yes'
Khalistan is here 'yes'
References Khalistan (separatist movement) as assertion of identity/political affiliation with undertones of threat to Canadian sovereignty.
LoveStory-m2w
Sep 20, 2025
High quality immigrants like that polish loser?
High quality immigrants like that polish loser?
Uses ethnic stereotyping to dismiss Polish immigrants as low-quality, employing derogatory identity-based framing.
Identity Assertion
0.75
nutronhammernutronhammer
Sep 19, 2025
Changed when? Its been "Bram-ledish" for 40 years... like "Wop-saga" has been Wasaga Beach for 40 years.
Changed when? Its been "Bram-ledish" for 40 years... like "Wop-saga" has been Wasaga Beach for 40 years.
Uses ethnic nicknames to assert cultural identity and mark immigrant communities as outsiders through derogatory naming.
KSAnsley
Sep 19, 2025
What is your iq level the guy with a bike? If your iq was good you wouldnt have said that.
What is your iq level the guy with a bike? If your iq was good you wouldnt have said that.
Personal attack questioning the intelligence of a video participant based on a statement they made, using condescension to delegitimize their position.
humanity4477
Feb 7, 2026
Как можно сравнивать людей которые поклоняются коровам, с мусульманами, которые молятся только единому Богу?
Как можно сравнивать людей которые поклоняются коровам, с мусульманами, которые молятся только единому Богу?
Compares religious groups using identity-based distinctions, framing one group as morally superior based on religious practice.
asxabdagestan318
Feb 8, 2026
These low class white people are the ones who are jealous. If you hate Indians just for existing then know you are a low life white trash by default.
These low class white people are the ones who are jealous. If you hate Indians just for existing then know you are a low life white trash by default.
Uses inflammatory identity-based language to defend Indians against perceived racism, asserting moral judgment about white critics.
hrishikeshshinde5150
Feb 8, 2026
By listening to him he is not Punjabi for sure he is haranvi defaming punjabis name
By listening to him he is not Punjabi for sure he is haranvi defaming punjabis name
Makes claims about ethnic/cultural identity (Punjabi vs. Haryanvi) and defamation of group reputation.
Identity Assertion
0.75
punjabiinjapan4890
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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Discourse Quality (Perspective API)