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
23:18 come on down, bring your credit card. Quick service.
23:18 come on down, bring your credit card. Quick service.
Sarcastic commentary on immigration processing, using ironic language about credit cards and quick service.
Humor / Satire
0.70
visibletoallusers9775
Sep 5, 2025
Elbows Up !
Elbows Up !
Brief exclamatory phrase with unclear reference, likely ironic or joking commentary.
Humor / Satire
0.70
@dentoman1
Mar 4, 2025
HEY TRUDEAU .....YOUR PANTIES ARE SHOWING .....MAYBE YOU SHOULD GO PLAY CORNHOLE WITH OBAMA AND HIS ..... HUSBAND .....BIG MIKE ....
HEY TRUDEAU .....YOUR PANTIES ARE SHOWING .....MAYBE YOU SHOULD GO PLAY CORNHOLE WITH OBAMA AND HIS ..... HUSBAND .....BIG MIKE ....
Uses crude mockery and sarcasm with homophobic undertones to ridicule Trudeau.
@Internationalmerchantsgroup
Mar 4, 2025
I this point canada is not named canada anymore its should be named ugo "unidentified ground object"
I this point canada is not named canada anymore its should be named ugo "unidentified ground object"
Uses absurdist wordplay and acronym joke to satirize concerns about Canadian identity loss due to immigration.
tommyr2328
Sep 14, 2025
WHEN YOU HV NO INTENTION 😮TO WORK ITS ALWAYS (HARD) TO FIND WORK😂😂😂
WHEN YOU HV NO INTENTION 😮TO WORK ITS ALWAYS (HARD) TO FIND WORK😂😂😂
Makes a sarcastic claim about immigrants' work ethic using humor and emojis, though the underlying assertion lacks evidence.
khananwar5014
Sep 15, 2025
and he would not dare say it to Trumps face its easy to hide and run your mouth try to grow a pair then say it to his face lol
and he would not dare say it to Trumps face its easy to hide and run your mouth try to grow a pair then say it to his face lol
Uses sarcastic mockery and taunting language to criticize someone's courage or authenticity.
Humor / Satire
0.70
@carol-t9s
Mar 4, 2025
Etobicoke ...hehehe just saying .. Lakeshore .. every 5th person is whitish ....
Etobicoke ...hehehe just saying .. Lakeshore .. every 5th person is whitish ....
Uses sarcastic tone and ellipsis to make an ironic observation about demographic change in a Toronto neighborhood.
Humor / Satire
0.70
kerder8660
Sep 19, 2025
BANANA REPUBLIC
BANANA REPUBLIC
Uses sarcastic labeling ('BANANA REPUBLIC') to mock Canada's immigration policies, employing ironic commentary.
Jose-f9i2e
Sep 27, 2025
They are literally everywhere 🤣5 million to every country and 500 million would still be left
They are literally everywhere 🤣5 million to every country and 500 million would still be left
Sarcastic/joking comment about Indian population numbers using emoji, though with underlying demographic anxiety.
spacemonkey5295
Sep 23, 2025
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
Canada is becoming new Poop 💩
Canada is becoming new Poop 💩
Uses crude humor and emoji to mock Canada's immigration situation, though underlying sentiment expresses concern.
sahilkhanMK52
Feb 13, 2026
Canada sucks. Dumb dunb
Canada sucks. Dumb dunb
Dismissive, sarcastic criticism of Canada presented in a joking/mocking tone.
Humor / Satire
0.70
DouglasDouglas-jc6cr
Sep 29, 2025
gabarge this lady reported, Trumps puppy ?
gabarge this lady reported, Trumps puppy ?
Uses sarcastic language and name-calling ('garbage', 'puppy') in a mocking tone toward Trump and the speaker.
Humor / Satire
0.70
@kentphung4489
Mar 4, 2025
India…Fraud? Who would’ve guessed it.
India…Fraud? Who would’ve guessed it.
Uses sarcastic rhetorical question implying fraud associated with India, combining satire with an unsubstantiated claim.
Bangersandmash9876
Oct 3, 2025
America being big meanies ???
America being big meanies ???
Uses sarcastic, dismissive language ('big meanies') to mock the characterization of America's actions in a humorous tone.
Humor / Satire
0.70
@Marcus-rg7bg
Mar 4, 2025
I will go next year 🤣🤣 truth comes out
I will go next year 🤣🤣 truth comes out
Ambiguous comment suggesting intent to smuggle while claiming 'truth comes out,' mixing sarcasm with potential misinformation.
playerslk4952
Mar 2, 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
Way to go Mr … AND LISTEN YOU ELON MUSK PRESIDENT OF USA ?? BECAUSE THE OTHER ONE IS A ? … Well they are both the same really
Way to go Mr … AND LISTEN YOU ELON MUSK PRESIDENT OF USA ?? BECAUSE THE OTHER ONE IS A ? … Well they are both the same really
Sarcastic commentary conflating Elon Musk with US presidency, using irony to critique leadership.
@yayazarellan2086
Mar 4, 2025
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
In less than 4 years the chants for make america great again, will go to make america normal and liveable again.
In less than 4 years the chants for make america great again, will go to make america normal and liveable again.
Uses ironic wordplay ('make america normal') to satirize political slogans while expressing concern about US political direction.
@floydstash
Mar 4, 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)