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
Humor / Satire
4,434 comments
Bruh Indians cannot drive for sht 😂 This is a fact.
Bruh Indians cannot drive for sht 😂 This is a fact.
Stereotypical joke about driving ability framed as fact, using humor to express ethnic stereotype.
Sir.T
Jan 27, 2026
The original Indians got invaded in this country... Now the other Indians are invading the invaders.... Karmas a bhtch lol!
The original Indians got invaded in this country... Now the other Indians are invading the invaders.... Karmas a bhtch lol!
Ironic commentary using historical inversion (original Indigenous peoples vs. Indian immigrants) with sarcastic tone about karma and consequences.
realilty
Jan 27, 2026
At least these aren't the indians that shit in the streets..😅😅😅
At least these aren't the indians that shit in the streets..😅😅😅
Uses sarcasm and crude humor to make a stereotypical jab at Indian immigrants.
crystalmackle5829
Jan 27, 2026
Pissed white flakes crying in comments. you can't do shit, CUCKS🤣😂
Pissed white flakes crying in comments. you can't do shit, CUCKS🤣😂
Uses sarcasm, mocking tone, and emojis to ridicule commenters, employing inflammatory humor rather than substantive argument.
AbhiD17
Jan 27, 2026
We should start going to their countries and making it like ours! That'll teach them....😂
We should start going to their countries and making it like ours! That'll teach them....😂
Sarcastic reversal of nationalist sentiment with laughing emoji indicates ironic commentary on xenophobic logic.
Tincanbanana3030
Jan 27, 2026
You came to Montreal and didn’t say hi! 😢
You came to Montreal and didn’t say hi! 😢
Lighthearted, joking comment expressing disappointment about not meeting the video creator, using humor rather than substantive argument.
garth8602
Jan 27, 2026
😂Jeezus this guy goes around the world antagonizing immigrant/religious communities. At least he's equal opportunity, no discrimination.
😂Jeezus this guy goes around the world antagonizing immigrant/religious communities. At least he's equal opportunity, no discrimination.
Commenter uses sarcasm and irony to mock the video creator's approach to immigrant communities, employing satirical commentary.
rl4195
Jan 27, 2026
o the irony of white people complaining about others invading "their" land... hahahaha.
o the irony of white people complaining about others invading "their" land... hahahaha.
Uses ironic commentary and sarcasm to critique the hypocrisy of complaints about immigration by referencing historical colonization.
HE77ION
Jan 27, 2026
fk its entertaining watching this mofo say all the things "youre not supposed to" in a progressive society.
fk its entertaining watching this mofo say all the things "youre not supposed to" in a progressive society.
Uses sarcasm and irony to mock progressive social norms while commenting on the video's controversial content.
nauticalcandy
Jan 27, 2026
"im as racist as the next guy" like dude you have a camera in your face you didnt have to be THAT honest🥀🥀🥀
"im as racist as the next guy" like dude you have a camera in your face you didnt have to be THAT honest🥀🥀🥀
Uses ironic commentary to mock the video subject's candid admission of bias on camera.
wjrthy
Jan 27, 2026
Indian videos now only 🤣 I wanna see you and fred chase down some call centre managers 😂
Indian videos now only 🤣
I wanna see you and fred chase down some call centre managers 😂
Uses joking tone and emojis to make a satirical comment about Indian representation in videos.
jameslundy1150
Jan 27, 2026
Singh Hortons
Singh Hortons
Wordplay combining an Indian surname with a Canadian brand name in satirical commentary.
waykthufukup
Jan 27, 2026
Noo way brooo you in brampton😂😂😂
Noo way brooo you in brampton😂😂😂
Playful, joking reaction to recognizing Brampton as a location, using humor rather than substantive argument.
beauchamp81
Jan 27, 2026
Canada is the official 29th state of India ! I say Mr. Trump is too late to take over Canada
Canada is the official 29th state of India !
I say Mr. Trump is too late to take over Canada
Sarcastic exaggeration about Indian demographic presence in Canada, using ironic comparison to U.S. annexation.
gastronomistmd5078
Jan 27, 2026
So what's the problem. Just leave canada and America if you don't like indians. You guys can go to Antarctica or something like that 😂😂😂😂
So what's the problem.
Just leave canada and America if you don't like indians.
You guys can go to Antarctica or something like that 😂😂😂😂
Uses sarcastic humor and emoji to mock anti-immigration sentiment by suggesting critics leave the country instead.
SenpaichanXD
Jan 27, 2026
Becareful with what you say. Kash Petal might start an investigation against you. Vivek Ramaswamy and Nikki Haley might throw a lawsuit at you.
Becareful with what you say. Kash Petal might start an investigation against you.
Vivek Ramaswamy and Nikki Haley might throw a lawsuit at you.
Sarcastically warns the video creator about potential legal consequences from political figures, using ironic tone.
primaryesthethicinstincts4832
Jan 27, 2026
You know the left ain't going to be happy with you exposing this stuff! 😂
You know the left ain't going to be happy with you exposing this stuff! 😂
Commenter uses sarcasm and humor to suggest the content creator is exposing controversial information that will upset political opponents.
JJ_moneybag
Jan 27, 2026
Is it Punjab invasion 😂 rather than, india as a whole 😂
Is it Punjab invasion 😂 rather than, india as a whole 😂
Uses joking tone with emojis to make a satirical comment about regional vs. national identity framing of Indian immigration.
Gabbybrielle
Jan 27, 2026
If u have got any problem then that's your problem. I will go to Canada or usa or anywhere i want. Who are you to stop me 😂😂😂😂😂😂😂😂😂
If u have got any problem then that's your problem.
I will go to Canada or usa or anywhere i want.
Who are you to stop me
😂😂😂😂😂😂😂😂😂
Uses sarcasm and emojis to mock restrictions on movement, with defiant tone presented comedically.
SenpaichanXD
Jan 27, 2026
"YA YA YA" - Every Indian Ever.
"YA YA YA" - Every Indian Ever.
Uses stereotypical mimicry and sarcasm to mock Indian immigrants through caricature.
Unholy187
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)