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
Where is Canada? They call it India already lol
Where is Canada? They call it India already lol
Sarcastic joke about Canada's demographic change, using humor to express identity concerns about cultural transformation.
radreyes2000
Sep 14, 2025
Is Trump aware that there is an other world around him other then the one that spines around his butthole?
Is Trump aware that there is an other world around him other then the one that spines around his butthole?
Crude sarcastic joke mocking Trump's intelligence and self-centeredness.
Humor / Satire
0.85
@dresedavid
Mar 4, 2025
Who really wants to work? Especially on Mondays and Fridays! Honestly, I'd prefer to collect unemployment, live in my mom's basement, smoke weed, play video games, and complain about all the hardworking Indian folks. It …
Who really wants to work? Especially on Mondays and Fridays! Honestly, I'd prefer to collect unemployment, live in my mom's basement, smoke weed, play video games, and complain about all the hardworking Indian folks. It just seems easier than putting in the hustle. I don't understand what the problem is. If someone wants to work, we should let them. Clearly, we have different priorities. We only get one life—just enjoy it and keep complaining about all the Indian people actually doing the work. We need someone to hate and complain about so we can hide our laziness. Honestly, if they leave, we’ll have to go to work, and I don’t think that's going to be easy. So, I'll say thanks to the foreigners who are actually working and paying taxes so we can collect our welfare checks.
The comment uses heavy sarcasm and irony to critique laziness and xenophobia, presenting an exaggerated self-deprecating persona to mock those who resent immigrant workers.
DJ-xk5ph
Aug 29, 2025
Would have preferred to hear Trudeau's full speech instead of journalist recap!?
Would have preferred to hear Trudeau's full speech instead of journalist recap!?
Makes a crude sexual joke comparing political figures, using absurdist humor.
Humor / Satire
0.85
@fairman14065
Mar 4, 2025
8 hour hospital wait? Where so I can move there?! I waited 12 hours. A friend of mine 15...
8 hour hospital wait? Where so I can move there?! I waited 12 hours. A friend of mine 15...
Uses ironic humor to critique long hospital wait times by sarcastically suggesting they'd move to experience even worse waits.
Humor / Satire
0.85
flywithmagpies
Sep 9, 2025
Charging the federal govt of Canada for "moral damages"? LMAO. Where do I line up?
Charging the federal govt of Canada for "moral damages"? LMAO. Where do I line up?
Mocking response to the concept of charging the government for 'moral damages,' using sarcasm and irony.
janetkoster6243
Feb 11, 2026
happy poop festival Canada 🥰
happy poop festival Canada 🥰
Sarcastic/ironic commentary using crude humor to mock Canada or the immigration discussion.
Humor / Satire
0.85
homina.homina
Jan 27, 2026
I’m sure I’m watching a Southpark episode\nThis whole thing is so 8 year oldish
I’m sure I’m watching a Southpark episode\nThis whole thing is so 8 year oldish
Uses sarcasm and comparison to South Park to mock the absurdity of the situation being discussed.
Humor / Satire
0.85
@PtyYouTube
Mar 4, 2025
Someone took Justin's balls out of the drawer and let him borrow them for a few minutes.
Someone took Justin's balls out of the drawer and let him borrow them for a few minutes.
Uses crude sexual metaphor as sarcastic commentary on Canadian leadership's assertiveness.
Humor / Satire
0.85
@roybatty5028
Mar 4, 2025
When the fridge wins over TV trump voters might realize smth about their wrong choice
When the fridge wins over TV trump voters might realize smth about their wrong choice
Uses cryptic emoji and sarcastic wordplay to mock Trump voters' decision-making abilities.
Humor / Satire
0.85
@lenauman
Mar 4, 2025
Guy on the bike was EPIC hahahahhaha lordt 😂
Guy on the bike was EPIC hahahahhaha lordt 😂
Expresses amusement and approval of a video participant through laughter and casual commentary, treating the content as entertainment.
rainnnnnn372
Feb 5, 2026
Please adopt us Canada, we have abusive leadership.
Please adopt us Canada, we have abusive leadership.
Uses humorous plea for Canadian adoption as satirical commentary on dissatisfaction with US leadership.
@KWheel_
Mar 4, 2025
This is Kendrick vs drake
This is Kendrick vs drake
Uses pop culture reference (Kendrick vs Drake rivalry) as satirical comparison to the video content.
@kinglijtafariepercy5080
Mar 4, 2025
The only sentence Trump heard from this speech: You are a very smart guy.
The only sentence Trump heard from this speech: You are a very smart guy.
Sarcastic joke implying Trump only absorbed one complimentary phrase from Trudeau's speech.
Humor / Satire
0.85
@clearlake
Mar 4, 2025
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Uses sarcastic, joking tone comparing American and Canadian driving habits with exaggerated claims about instinct versus signals.
watchinvidzwatchinvidz7691
Feb 5, 2026
Imagine the frustration of having to deal with a 78 year old returd!! Thank God he's not 50, but will be gone soon...
Imagine the frustration of having to deal with a 78 year old returd!! Thank God he's not 50, but will be gone soon...
Uses sarcasm and wordplay ('returd') to mock Trump's age and express relief about his eventual departure.
Humor / Satire
0.85
@luisrivera3056
Mar 4, 2025
You mean Canada's leader doesn't wear orange makeup and vomit forth unending lies? What a strange place Canada must be!
You mean Canada's leader doesn't wear orange makeup and vomit forth unending lies? What a strange place Canada must be!
Uses sarcastic humor to contrast Canadian leadership favorably with Trump through exaggerated physical descriptions.
@TheDasbull
Mar 4, 2025
Open up the borders that must solve the problem
Open up the borders that must solve the problem
Sarcastic proposal to 'open borders' as solution, followed by joking reference to Geneva Convention and Canadian reputation.
Humor / Satire
0.85
I_have_p
Aug 27, 2025
But when was the last time you thanked us? — JD Vance
But when was the last time you thanked us? — JD Vance
Quotes JD Vance sarcastically, using irony to critique the US position in the Canada-US relationship.
Humor / Satire
0.85
@rayedd74
Mar 4, 2025
All this talk about fentanyl. Come on Justin, do the funniest thing ever. Send MAID care packages to every Trump donor. Why hurt your friends in Buffalo when your enemies are so incredibly self destructive?
All this talk about fentanyl. Come on Justin, do the funniest thing ever. Send MAID care packages to every Trump donor. Why hurt your friends in Buffalo when your enemies are so incredibly self destructive?
Uses dark sarcasm and absurdist humor to mock both Trudeau and Trump supporters through exaggerated, ironic suggestions.
Humor / Satire
0.85
@JohnDoe-my5ip
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)