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
World: india, get your shit together India: " gorehabba "
World: india, get your shit together
India: " gorehabba "
Uses sarcastic commentary comparing India's governance to Canada's immigration policy in ironic tone.
kiteknight23
Jan 29, 2026
Enjoy the extra 'spices'.
Enjoy the extra 'spices'.
Uses sarcastic reference to cultural stereotypes ('spices') as coded mockery of Indian immigration and cultural difference.
kimchiwasabee
Jan 29, 2026
the bike guy is a fucking legend haha
the bike guy is a fucking legend haha
Uses casual profanity and humor to express admiration for a person featured in the video.
alleneng
Jan 29, 2026
"lets play a game how many white employees are inside" hmm 😂 wheres your armband at buddy
"lets play a game how many white employees are inside" hmm 😂 wheres your armband at buddy
Uses sarcasm and a Nazi reference to mock perceived anti-white sentiment, employing ironic commentary.
jordanjscoo1468
Jan 29, 2026
not one of them is returning to khalistan 🤣
not one of them is returning to khalistan 🤣
Uses sarcastic humor with a Khalistan reference to mock Indian immigrants' commitment to Canada.
s123-z8b
Jan 29, 2026
Sikh and you shall find, I have no problem with Sikhs as long as they are honourable, Bromptom lucked out in the Immigrant lottery it seems.
Sikh and you shall find, I have no problem with Sikhs as long as they are honourable, Bromptom lucked out in the Immigrant lottery it seems.
Uses a religious pun ('Sikh and you shall find') combined with a conditional moral judgment about honor, blending satire with ethics.
RobSandman
Jan 27, 2026
“Native Canadians” and “Whites”?😂!
“Native Canadians” and “Whites”?😂!
Sarcastic response questioning the terminology used in the video regarding 'Native Canadians' and 'Whites.'
shaheedsingh6718
Jan 29, 2026
I asked a Punjabi Girl what you want to be when you grow up. She told I want to be a Canadian.
I asked a Punjabi Girl what you want to be when you grow up. She told I want to be a Canadian.
A joke setup about immigrant aspirations and Canadian identity, using gentle humor rather than hostile rhetoric.
Humor / Satire
0.80
gouravlaha7705
Jan 29, 2026
8:55 That Polish guy complaining about Indians not covering their windows and walking naked in their houses. While this guy is roaming on the roads without a shirt. Hypocrisy at its peak
8:55 That Polish guy complaining about Indians not covering their windows and walking naked in their houses. While this guy is roaming on the roads without a shirt. Hypocrisy at its peak
Uses ironic observation of hypocrisy to critique a person's complaint, employing sarcasm and pointed commentary.
qwerty-zp7bi
Jan 29, 2026
Guy on the bike is a fckin clown. he recognizes hes white trash atleast 😂
Guy on the bike is a fckin clown. he recognizes hes white trash atleast 😂
Uses sarcasm and humor to mock the bike character while acknowledging his self-awareness, with laughing emoji.
Humor / Satire
0.80
NimbleV7
Jan 29, 2026
Canada turned into Kannada
Canada turned into Kannada
Wordplay joke comparing Canada to Kannada (South Indian language), sarcastically commenting on immigration demographics.
thefrench8847
Jan 27, 2026
crazy i live down the street to some of these places LOL - pretty accurate tho 😅
crazy i live down the street to some of these places LOL - pretty accurate tho 😅
Casual, joking tone with emoji expressing amusement about local familiarity with the video's subject matter.
SpyfulNinja
Jan 29, 2026
Where can I donate to Sidhu so he can take more ppl out of Canada? 🙏
Where can I donate to Sidhu so he can take more ppl out of Canada? 🙏
Sarcastic donation request framed as a joke, using dark humor to mock a political figure while implying criticism of immigration.
zedgoose
Jan 29, 2026
Where is Kachsuckfuchistan?
Where is Kachsuckfuchistan?
Appears to be a sarcastic/joking reference to a non-existent country, mocking the discussion.
Humor / Satire
0.80
oNeGiAnTLiE
Jan 28, 2026
I'm from Canada I think it's so funny u found out how terrible they drive in Brampton highest insurance rates in Ontario 😂😂😂
I'm from Canada I think it's so funny u found out how terrible they drive in Brampton highest insurance rates in Ontario 😂😂😂
Canadian commenter uses humor and personal observation about driving in Brampton to make a lighthearted jab.
BiGLAHHHH
Jan 29, 2026
Just remember, diversity is our strength. And if you don't agree with this statement you are a racist and a bigot.
Just remember, diversity is our strength. And if you don't agree with this statement you are a racist and a bigot.
Sarcastically invokes diversity rhetoric while implying disagreement, using irony to critique pro-immigration positions.
steves2754
Jan 29, 2026
Brooo that white trash racist guy 😂😂😂😂 (just FYI that's not an accurate representation of the average Canadian smh pretty much NO ONE in Brampton is)😂
Brooo that white trash racist guy 😂😂😂😂 (just FYI that's not an accurate representation of the average Canadian smh pretty much NO ONE in Brampton is)😂
Uses humor and emoji to mock a racist commenter while asserting that such views don't represent average Canadians in diverse areas like Brampton.
BIGNEMSHOW
Jan 28, 2026
7:04 driver of the tesla with bmw mirrors probably hated you guys lol
7:04 driver of the tesla with bmw mirrors probably hated you guys lol
Joking observation about a specific driver's reaction, using humor to comment on the video's content.
Humor / Satire
0.80
aekh6
Jan 29, 2026
Bike Lives Matter
Bike Lives Matter
Appears to be a satirical reference/parody using a social movement slogan in an off-topic context.
Humor / Satire
0.80
burningatthetrailhead
Jan 27, 2026
To be fair, the Indians are really not that bad, infact some of the best cultures on the planet. HOWEVER, that Hanuman Statue holy fuck!? That is taking the piss 😂.
To be fair, the Indians are really not that bad, infact some of the best cultures on the planet. HOWEVER, that Hanuman Statue holy fuck!? That is taking the piss 😂.
Backhanded compliment about Indian culture followed by humorous criticism of a religious statue, using sarcasm and emoji to signal irony.
SamGoesGlobal
Jan 28, 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)