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
Durka Durka
Durka Durka
Nonsensical phrase appears to be mocking or satirical commentary, likely referencing stereotypes.
Humor / Satire
0.70
zhouyou28
Sep 27, 2025
No no. That's not part of the deal! We keep commi women..dont pull that bs on me.
No no. That's not part of the deal! We keep commi women..dont pull that bs on me.
Uses sarcasm and absurdist humor to mock what appears to be a previous comment's claim.
Humor / Satire
0.70
@Marcus-rg7bg
Mar 4, 2025
I dont mind, but please, use soap and deodorant!
I dont mind, but please, use soap and deodorant!
Uses sarcastic/joking tone with a stereotypical jab at immigrant hygiene practices, blending humor with subtle prejudice.
matys2831
Sep 21, 2025
its not enough indian , please more!!
its not enough indian , please more!!
The comment uses sarcasm to mock immigration from a specific ethnic group, combining irony with identity-based framing.
f18superhornetcer78
Feb 23, 2026
Carney; Who cares? 😮😂😅😊
Carney; Who cares? 😮😂😅😊
Dismissive joke about a political figure (Carney) with emoji reactions suggesting sarcasm.
othaVada
Feb 18, 2026
The smell must be unbearable
The smell must be unbearable
Dehumanizing joke using sensory disgust as satirical commentary on immigrant presence.
Bfsm8012345
Oct 4, 2025
Brampton should declare independence!
Brampton should declare independence!
Satirical suggestion that Brampton should separate, using ironic hyperbole about demographic change.
Mrasianman7
Oct 5, 2025
I hate Canadian youth 🎉🎉❤❤❤
I hate Canadian youth 🎉🎉❤❤❤
Appears to be ironic or sarcastic statement with celebratory emojis, likely mocking rather than sincere.
Humor / Satire
0.70
dylanbishop1940
Oct 5, 2025
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
Appears to be sarcastic praise for East Indians paired with a YouTube link, mixing ironic commentary with promotional content.
rufinogalagan1449
Oct 10, 2025
the fist says it all, commythinking on display. muh labour party.
the fist says it all, commythinking on display. muh labour party.
Sarcastic/ironic commentary on political ideology, using wordplay ('commythinking') to mock perceived left-wing positions.
ventidasaram
Nov 4, 2025
I cam as a student hahah leave already
I cam as a student hahah leave already
Uses sarcasm and humor ('hahah') to mock or dismiss someone, with an implicit call to leave Canada.
HuntingIsMyLife2337
Oct 31, 2025
Trumpsky has lost the plot ???
Trumpsky has lost the plot ???
Dismissive rhetorical question with sarcastic tone ('Trumpsky') rather than substantive critique.
Humor / Satire
0.70
@martynetheridge5772
Mar 4, 2025
Can’t wait for another video of India’s poop party in Canada 🎉
Can’t wait for another video of India’s poop party in Canada 🎉
Uses crude sarcasm and a derogatory stereotype about India to mock immigration, blending satire with potentially offensive generalizations.
Vinny-no1yk
Jan 27, 2026
It’s quite funny that the Indians worship a white god.
It’s quite funny that the Indians worship a white god.
Makes an ironic observation about religious practices with sarcastic tone, likely mocking cultural stereotypes.
KennyFrederick-jc8pz
Feb 25, 2026
The guy on the bike was so spot on.And hanuman is known to be testicles of Ram .
The guy on the bike was so spot on.And hanuman is known to be testicles of Ram .
Combines agreement with the video with a crude religious joke that appears to be both satirical and factually inaccurate.
ZararSheikh-vo8bx
Jan 29, 2026
Thousand of Apologies 😉 who is that Half Monkey Half human statue ? 😉
Thousand of Apologies 😉 who is that Half Monkey Half human statue ? 😉
Makes a dehumanizing joke with racist undertones about appearance, using sarcasm markers.
WELSHDESI
Feb 6, 2026
They don't seem to be eating poo here like they do in there own country 🤣
They don't seem to be eating poo here like they do in there own country 🤣
Crude joke with emoji suggesting sarcasm, though contains a dehumanizing stereotype presented as humor.
AlexGypsy-k6x
Mar 2, 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
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
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)