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
The Indian people saying there's to many Indian and Punjabi people there is crazy ....one Indian guy said I wanted to come to Canada not new india 😂😂😂
The Indian people saying there's to many Indian and Punjabi people there is crazy ....one Indian guy said I wanted to come to Canada not new india 😂😂😂
Uses humor and a quoted anecdote about Indian immigrants' concerns regarding demographic saturation, with ironic tone signaled by laughing emojis.
JamesdeanD
Jan 27, 2026
We call it Singh Hortants 3:44
We call it Singh Hortants 3:44
Sarcastic/joking reference to a location name with ethnic connotations, using wordplay and a timestamp.
Humor / Satire
0.75
Berta_5.sl0w
Jan 28, 2026
How bout that a Fucking LEADER
How bout that a Fucking LEADER
Sarcastic exclamation praising leadership with profanity for emphasis, likely ironic commentary on the video subject.
@elijahsidney3633
Mar 4, 2025
Greatest country in the whole world? 😂 really with no castles? And people with mental diseases , you need to travel the world to make that statement.
Greatest country in the whole world? 😂 really with no castles? And people with mental diseases , you need to travel the world to make that statement.
Uses sarcasm and humor to critique Canada's claim to being the greatest country, comparing it unfavorably to others.
stonedwhitethesevendopedwa8640
Jan 28, 2026
Btw that guy Sidhu is probably on his way back to India, he's fucked 😂
Btw that guy Sidhu is probably on his way back to India, he's fucked 😂
Makes a joking reference to a specific person's legal troubles using casual sarcasm and emoji.
MrCareNot
Jan 28, 2026
Who's stupid enough to go across the border dam
Who's stupid enough to go across the border dam
The comment uses sarcastic/rhetorical language ('Who's stupid enough') to mock border crossing, likely satirizing immigration discourse.
Humor / Satire
0.75
jkbca
Jan 28, 2026
2:47 Indians can't drive. What did you expect from them? Look how they drive in Punjab 😂
2:47 Indians can't drive. What did you expect from them? Look how they drive in Punjab 😂
Stereotyping Indian driving through sarcastic joke format, using ethnic generalization as comedic device with emoji signaling irony.
sfinx69
Jan 28, 2026
They eating poop😂omg ha ha ha
They eating poop😂omg ha ha ha
Crude joke with laughing emojis, likely satirical or offensive commentary on cultural practices.
Humor / Satire
0.75
aishaabdirahman517
Jan 28, 2026
Did the idiot and chief expect no repercussions?, boy Donald trump is dumb lol
Did the idiot and chief expect no repercussions?, boy Donald trump is dumb lol
Uses sarcasm and mockery ('boy Donald trump is dumb lol') to critique Trump's actions in a humorous tone.
@nouseforafap
Mar 4, 2025
Donald Trump is America's Putin
Donald Trump is America's Putin
Uses sarcastic comparison equating Trump's America with Putin's Russia through ironic anthem suggestion.
@Bigjonmetal
Mar 4, 2025
No worries... all the fake refugees, after being denied, will be offered 6 figure jobs in the Liberal government... so they will be paying taxes. With YOUR tax dollars... This is beyond bizarre... this woman …
No worries... all the fake refugees, after being denied, will be offered 6 figure jobs in the Liberal government... so they will be paying taxes.
With YOUR tax dollars...
This is beyond bizarre... this woman seems cognitively challenged... just like the "Canadians" who keep voting for this trainwreck government
Uses sarcasm and exaggeration to mock government immigration and employment practices.
DeepsongProductions
Nov 21, 2025
Trump now is the beginning of the end for you. Lol bend over
Trump now is the beginning of the end for you. Lol bend over
Sarcastic/mocking tone about Trump's impact on Canada, using crude humor to express political opposition.
@chriskumar4201
Mar 4, 2025
"Brampton drivers" - do we put this on the jogger list or is this a new list?
"Brampton drivers" - do we put this on the jogger list or is this a new list?
Uses sarcastic framing and dark humor to mock a stereotype about Brampton drivers, with an implicit identity-based comparison.
michealkowalski6639
Jan 28, 2026
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute joke
Uses sarcasm and mockery to critique Indian immigrants' stated intentions versus cultural practices, with ironic tone.
shaadali1105
Jan 28, 2026
I’m ngl that statue is diabolical
I’m ngl that statue is diabolical
Casual, sarcastic comment using slang ('ngl', 'diabolical') to make a humorous observation about a statue.
Humor / Satire
0.75
lanayrugorge
Jan 29, 2026
fuck, man, i was just hoping you leave that place lmao wtf were u thinking xdd
fuck, man, i was just hoping you leave that place lmao wtf were u thinking xdd
Uses casual, joking tone ('lmao wtf xdd') to mock the video subject's decision, employing sarcasm rather than serious critique.
Humor / Satire
0.75
kingjasko
Jan 28, 2026
Gov Trudeau is crying ??
Gov Trudeau is crying ??
Dismissive, sarcastic comment mocking Trudeau's emotional response with minimal substantive content.
@AnbazhaganChinnappillai
Mar 4, 2025
We'd trade vance for Pence.\nVance would have overturned our election, the ruthless hypocrite.\nVera must be mortified.
We'd trade vance for Pence.\nVance would have overturned our election, the ruthless hypocrite.\nVera must be mortified.
Sarcastic comparison between political figures with ironic commentary on hypothetical trade-offs.
@karendowney2888
Mar 5, 2025
OMG, poor UK! Leave the West alone!
OMG, poor UK! Leave the West alone!
Uses exaggerated sympathy and ironic tone to mock or dismiss concerns about Western nations' problems.
@technofeeliak
Mar 5, 2025
Europe stands with Canada. We will make US a Canadian state if we have to.
Europe stands with Canada. We will make US a Canadian state if we have to.
Humorous/satirical expression of European solidarity with Canada, using absurdist threat of annexing the US as a joke.
@USAoutofEurope
Mar 5, 2025
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)