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
2:56 fu*k this guy and his country indens 👇👇
2:56 fu*k this guy and his country indens 👇👇
Uses crude humor and sarcasm directed at a specific person in the video with a nonsensical sound effect.
divyareddy8521
Jan 29, 2026
Send them to tommy Robinson in England he said he loves the Indian
Send them to tommy Robinson in England he said he loves the Indian
Uses sarcasm by referencing Tommy Robinson (a controversial figure) in a way that appears to mock anti-immigration sentiment.
Humor / Satire
0.70
Khalidx-1991
Jan 29, 2026
based indians
based indians
Uses slang ('based') in a sarcastic or ironic manner regarding Indian immigrants.
deadlyninja8391
Jan 29, 2026
I gotta go throw up. Get’ em the f out of here.
I gotta go throw up. Get’ em the f out of here.
Uses exaggerated physical reaction (vomiting) as sarcastic expression of disgust, though could also be interpreted as genuine emotional response.
Humor / Satire
0.70
curkev1
Feb 27, 2026
Donald Trump is a threat not indian smart 😂 people
Donald Trump is a threat not indian smart 😂 people
Incoherent statement mixing political reference with ethnic stereotype and emoji, appearing to use sarcasm or absurdist humor.
Humor / Satire
0.70
SamuelParkash-t1z
Jan 27, 2026
Based bike guy
Based bike guy
Brief, colloquial endorsement using slang ('Based') that appears to be ironic or sarcastic commentary on a person featured in the video.
theilluminatimember
Jan 28, 2026
Im go to India and turn into USA culture
Im go to India and turn into USA culture
Cryptic, fragmented statement that appears to be sarcastic or joking commentary on cultural identity and immigration.
Humor / Satire
0.70
Howtoget101
Jan 29, 2026
Wtf did Africans do to that guy 😂😂😂😂
Wtf did Africans do to that guy 😂😂😂😂
Uses humor and emojis to mock or question a statement about Africans, likely referencing video content.
Humor / Satire
0.70
ajjamison7966
Jan 29, 2026
Per entrare lì, tutti in fila indiana! 👈🏻👮🤙🏻
Per entrare lì, tutti in fila indiana! 👈🏻👮🤙🏻
Italian phrase with emojis appears to be a joke or sarcastic commentary, though context is unclear without video content.
Humor / Satire
0.70
albussilence6020
Feb 25, 2026
They are so many that they are spilling out of their cup.
They are so many that they are spilling out of their cup.
Uses metaphorical language ('spilling out of their cup') in a sarcastic manner to comment on population numbers.
fjm1991
Jan 29, 2026
Suck it up buttercup
Suck it up buttercup
Commenter uses a dismissive, sarcastic phrase ('Suck it up buttercup') that appears to mock or trivialize the discussion with ironic tone.
Humor / Satire
0.70
PrashantSharma-mv6be
Feb 3, 2026
Hail Canindia
Hail Canindia
Sarcastic portmanteau ('Canindia') mocking the demographic composition of Canada, using ironic commentary.
nicekeyboardalan6972
Jan 30, 2026
Shik are good but indu not sure😂
Shik are good but indu not sure😂
The comment uses casual, joking tone with emoji to make light commentary about groups, though meaning is somewhat unclear.
Humor / Satire
0.70
asiya5306
Feb 3, 2026
She likes fatooli and kabooch in her salad, she says
She likes fatooli and kabooch in her salad, she says
A lighthearted, possibly sarcastic comment about food preferences that appears to mock or jest about cultural stereotypes.
Humor / Satire
0.70
noblewarrior4776
Feb 27, 2026
lol bro didnt get enough hate from indians from the poop festival video
lol bro didnt get enough hate from indians from the poop festival video
Uses sarcastic humor referencing another video to mock someone's experience of social criticism.
rja62b
Feb 3, 2026
The bike guy has his brain in his stomach
The bike guy has his brain in his stomach
Absurdist insult using crude humor to mock someone in the video, functioning as sarcastic commentary.
Humor / Satire
0.70
Jama3131
Mar 3, 2026
Trudope talks like a woman
Trudope talks like a woman
Uses derisive nickname ('Trudope') and gendered insult as mockery rather than substantive critique.
Humor / Satire
0.70
@TheRecoveryRoom
Mar 4, 2025
Next year I am also coming 👽😗
Next year I am also coming 👽😗
Jokingly announces intention to immigrate using alien emoji, satirizing the immigration discussion.
Humor / Satire
0.70
ToP-uk2so
Feb 7, 2026
Native Canadians 😂
Native Canadians 😂
Uses laughing emoji to mock the concept of 'Native Canadians' in an ironic commentary.
Humor / Satire
0.70
jakesnake1481
Feb 7, 2026
I would watch it, they might have cameras in that safe house
I would watch it, they might have cameras in that safe house
Sarcastic or joking comment about watching a 'safe house' with cameras, likely mocking the video's content or framing.
Humor / Satire
0.70
KevR-h5o
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)