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
Excrete the jeet!
Excrete the jeet!
Dehumanizing slur using crude wordplay to demean Indian immigrants, framed as dark humor but primarily expressing contempt.
HughJassol-ed3bq
Feb 5, 2026
На хера они нужны, пусть у себя живут
На хера они нужны, пусть у себя живут
Russian-language comment expressing exclusionary sentiment ('Why do we need them, let them live at home'), asserting national/cultural boundaries.
tylerdurden6090
Feb 11, 2026
India is a pest
India is a pest
Dehumanizing statement characterizing an entire nation as a 'pest,' expressing xenophobic identity framing.
dedyzee
Jan 27, 2026
Sorry about the muslims not Indians
Sorry about the muslims not Indians
Expresses preference for one immigrant group over another based on religious identity.
Identity Assertion
0.80
VarunK-s3e
Feb 11, 2026
2026 Ashamed of nothing , offended by everything , no accountability for anything, contribute to nothing, entitled to everything, blame everyone else for everything! Meh
2026
Ashamed of nothing , offended by everything ,
no accountability for anything,
contribute to nothing,
entitled to everything,
blame everyone else for everything! Meh
Uses us-vs-them framing with sweeping negative characterizations of a group, asserting cultural superiority and lack of accountability.
neverbeforeseenvideos2249
Feb 10, 2026
Canada like Australia weak stupid country run by lefty sellout scumbags
Canada like Australia weak stupid country run by lefty sellout scumbags
Uses derogatory language to assert national identity and criticize Canada's leadership with inflammatory rhetoric.
stevenbijelic
Feb 11, 2026
As a canadian, thank you, we are all fed up nationwide.
As a canadian, thank you, we are all fed up nationwide.
Asserts Canadian identity while expressing agreement with the video's critique, combining national belonging with solidarity framing.
roamingfiddle
Jan 27, 2026
The original inhabitants of Canada are the Indigenous peoples and Inuit communities !! And not people like Tyler Oliveira.They are the invaders!!!!!!
The original inhabitants of Canada are the Indigenous peoples and Inuit communities !!
And not people like Tyler Oliveira.They are the invaders!!!!!!
The comment asserts Indigenous peoples as the true inhabitants and frames other Canadians as invaders, using identity-based us-vs-them framing.
Sakoentladevi
Feb 10, 2026
Umm helloo?? 5:13 it's NOT in our culture to rape! Wth??
Umm helloo?? 5:13 it's NOT in our culture to rape! Wth??
Defensive assertion of cultural identity rejecting stereotypes, using us-vs-them framing about cultural practices.
theafricannomad_
Feb 11, 2026
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work …
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work properly or look for jobs in India; they just prefer going to Canada. I don’t know what kind of jobs they get there. Some of them go there depending on relatives, and some go illegally, which is completely wrong.
Because I want to say one true thing about Indian people: there is very little civic sense in India. Yes, if they belong to the upper class, then they may have some civic sense, but in the lower and middle class, civic sense is very low. That’s why wherever they go, they behave the same way they think, without caring that they are in another country. They don’t care about respecting that country or adjusting to its culture. Instead, they try to impose their own culture everywhere. They want to create their own space everywhere and put their own things everywhere.
But if foreigners come to India and live here permanently, they just do their work and live normally. Even if they do something publicly to promote their own culture, Indians will immediately go against them. But I haven’t seen the same reaction outside. People there should also oppose this; otherwise, Indians will really spread everywhere in the same way.
Critiques Punjabi/Indian immigrant behavior and cultural integration patterns, framing them as culturally incompatible and making comparative claims about civic sense.
lizaanto12
Feb 10, 2026
Saying "Native Canadians" and referring to White people is wild
Saying "Native Canadians" and referring to White people is wild
Challenges terminology and identity framing, asserting that 'Native Canadians' should not refer to white people.
rayanali4866
Feb 10, 2026
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That …
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That makes me angry just,
Expresses concern about cultural preservation and national identity, framing immigrant cultural practices as a threat to the host nation.
jinai4804
Feb 10, 2026
Love it when the locals freak out . Good, u have been conquered ! Somewhere indigenous Indians are laughing
Love it when the locals freak out . Good, u have been conquered ! Somewhere indigenous Indians are laughing
Uses conquest framing and demographic anxiety language to assert national/cultural identity concerns about immigration.
InKwetrust99
Feb 9, 2026
The white Canadians ain’t native! 😂
The white Canadians ain’t native! 😂
Uses ironic humor to challenge the legitimacy of white Canadian claims to nativity, invoking historical identity and belonging arguments.
BoobooBoo-r6s
Feb 8, 2026
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the …
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the numbers, we can suppress them once again, they've been cruel to canadian borns, it doesn't matter if you're canadian born to be honest since they're only interested in euros
Asserts ethnic identity and proposes using racial demographics as a tool for suppression, framing European Canadians as threats to immigrant communities.
Smiley100-e9q
Feb 9, 2026
Glad Indians are ruining white countries, these p3does deserve much worse 😂
Glad Indians are ruining white countries, these p3does deserve much worse 😂
Uses ethnic/racial framing with hostile intent toward white populations, employing dark humor to express antagonistic identity-based sentiment.
JOEMAMA-wd3ll
Feb 9, 2026
আমার ভারত খুব ভালো। একদিন না একদিন এগুলো সব ঘটতেই হোতো। নিজে কিছু না করলেও অন্যের দোষ এসে ঘাড়ে পড়বে। তাই আমার মতে, ভাড়া ঘরে থাকার চেয়ে নিজের ঘরে শান্তিতে থাকা অনেক বেশি ভালো। তা …
আমার ভারত খুব ভালো। একদিন না একদিন এগুলো সব ঘটতেই হোতো। নিজে কিছু না করলেও অন্যের দোষ এসে ঘাড়ে পড়বে। তাই আমার মতে, ভাড়া ঘরে থাকার চেয়ে নিজের ঘরে শান্তিতে থাকা অনেক বেশি ভালো। তা সে যতোই গরীব হোক বা দুর্বল হোক কিংবা শক্তিশালী বা ধনী, যায় আসে না। আমার দেশ,আমার স্বাধীনতা,আমার জন্মগত অধিকার।
Bengali-language comment asserting pride in one's own country and national sovereignty over immigration to foreign lands.
mallikadas
Feb 9, 2026
Индусы захватывают мир 😅
Индусы захватывают мир 😅
Russian-language comment making a stereotypical claim about Indians 'taking over the world' with a laughing emoji suggesting ironic or conspiratorial framing.
VaivanWF
Feb 9, 2026
India 🤮🤮🤮🤮🤮🤮🤮🤮🤮🤮
India 🤮🤮🤮🤮🤮🤮🤮🤮🤮🤮
Expresses contempt toward India and Indians through vomit emojis, framing them as an out-group threat.
highlevel3831
Feb 8, 2026
You white folks arent native aswell.. greetings from pakistan punjab 🇵🇰
You white folks arent native aswell.. greetings from pakistan punjab 🇵🇰
Challenges native/belonging claims of white Canadians by asserting they too are non-native, using identity-based counter-argument.
baboetoe
Feb 9, 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)