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
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Humor / Satire
4,434 comments
Bramladish. Formally known as a Brampton
Bramladish. Formally known as a Brampton
Sarcastic comment using 'Bramladish' as a made-up term to mock Brampton's demographic changes, combining humor with identity-based framing.
larrykemp-l1m
Oct 23, 2025
this is what karma colonialism must look like so happy to see it is as indian
this is what karma colonialism must look like so happy to see it is as indian
Sarcastically frames immigration as 'karma' for colonialism, using ironic commentary on historical role reversal.
aryavrat22
Oct 27, 2025
Je veut une complications du mec en bike 😂😂😂
Je veut une complications du mec en bike 😂😂😂
French-language comment making a joke with laughing emojis, appears to be humorous commentary on video content.
Humor / Satire
0.75
MrDamatick
Mar 3, 2026
Wow 10 people deported look out Canada finally taking action
Wow 10 people deported look out Canada finally taking action
Sarcastically comments on minimal deportations with ironic tone about government action.
Humor / Satire
0.75
pie505
Feb 18, 2026
hey it worked. Now say out loud: putin, trump
hey it worked. Now say out loud: putin, trump
Sarcastic instruction attempting to trigger content moderation, using humor to mock platform policies.
@kevinhaug2928
Mar 4, 2025
They got a lot of truck driver hats on
They got a lot of truck driver hats on
Observational joke about the appearance of people in the video, likely mocking or satirizing the group shown.
geraldetcdrone6262
Nov 4, 2025
And a heaven for socialist too.
And a heaven for socialist too.
Sarcastic jab using ironic framing ('heaven for socialist') to critique immigration policy through mockery.
Hazara26
Feb 18, 2026
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards. Howdy 🤠
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards.
Howdy 🤠
Uses sarcasm and colloquial language to make a comparative point about colonialism and Western attitudes toward India.
anupdix7337
Nov 2, 2025
"pay no taxes" Sir look at yourself
"pay no taxes"
Sir look at yourself
Sarcastic jab at someone's appearance or credibility, using ironic tone to mock a previous statement.
Ahmad_9134
Nov 13, 2025
These people are financial refugees. GIMMEGRANTS
These people are financial refugees. GIMMEGRANTS
Uses wordplay ('GIMMEGRANTS') and sarcasm to critique immigration policy while characterizing immigrants as 'financial refugees.'
lanalee8634
Nov 21, 2025
TRUMP= proof that he’s a VERY STUPID person with MONEY \nProof that money makes you STUPID
TRUMP= proof that he’s a VERY STUPID person with MONEY \nProof that money makes you STUPID
Uses sarcastic wordplay and ironic commentary to mock Trump's intelligence and wealth.
Humor / Satire
0.75
@darciaharvey2316
Mar 4, 2025
Wsj? More dumb than trump
Wsj? More dumb than trump
Dismissive comparison using sarcasm and name-calling directed at the WSJ and Trump, employing humor through exaggeration.
@wilfredocasanova4679
Mar 4, 2025
Flip flops in winter is wild
Flip flops in winter is wild
Humorous observation about cultural/climate adaptation practices, using ironic tone to comment on immigrant behavior.
Humor / Satire
0.75
DSSASAB4
Jan 27, 2026
stay mad castro boy
stay mad castro boy
Sarcastic jab using a nickname ('castro boy') with dismissive tone, likely mocking rather than serious.
@KamionKing
Mar 4, 2025
Yeah trump is scared????, CNN is such a loser
Yeah trump is scared????, CNN is such a loser
Sarcastic comment dismissing Trump's confidence while making a jab at CNN, using ironic tone.
@OuterSpace-m1x
Mar 4, 2025
Time to invade ?
Time to invade ?
A brief, provocative statement that appears to be sarcastic or joking commentary rather than a serious call to military action.
Humor / Satire
0.75
@albertsimmons2743
Mar 4, 2025
HALF AN OUNCE!!!\n\nCanada stepped up!!!
HALF AN OUNCE!!!\n\nCanada stepped up!!!
Cryptic exclamation with 'HALF AN OUNCE' appears to be sarcastic commentary on Canada's response, using exaggeration for comedic effect.
Humor / Satire
0.75
@fifiwoof1969
Mar 4, 2025
Padjeet incoming !😂
Padjeet incoming !😂
Uses a derogatory slur with laughing emojis in what appears to be sarcastic commentary about immigration, though potentially offensive.
CrapaudFranco-italien
Jan 27, 2026
Attack? So canada has technically been “attacking” America for decades with tariffs. Good to know
Attack? So canada has technically been “attacking” America for decades with tariffs. Good to know
Uses sarcasm to reframe Canada's tariffs as 'attacks' to highlight perceived hypocrisy in trade criticism.
@Wandererbane
Mar 4, 2025
5:27 he doesn’t realize the numbers are exactly the same in India.. proving his own intelligence level is below 70 lmao
5:27 he doesn’t realize the numbers are exactly the same in India.. proving his own intelligence level is below 70 lmao
Uses sarcasm and mockery to attack the video creator's credibility with a false comparative claim.
Hombritsalsit
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)