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
POOnjabis. Heavy emphasis on the POO. 💩
POOnjabis. Heavy emphasis on the POO. 💩
Ethnic slur presented as wordplay/pun with emoji, attempting humor through derogatory language.
truthteller4442
Jan 27, 2026
What a present for vladimir puting from America! ?? I think Ive seen everything in my life now
What a present for vladimir puting from America! ?? I think Ive seen everything in my life now
Uses ironic tone and emoji to sarcastically comment on Trump's policies benefiting Putin, mixing humor with geopolitical concern.
@ravagyan
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
3:12 when the !ndians say there are too many !ndians, you KNOW there are too many !ndians
3:12 when the !ndians say there are too many !ndians, you KNOW there are too many !ndians
Uses ironic commentary (citing Indians' own concerns about Indian immigration) as satirical evidence of oversaturation.
skyraider917
Jan 27, 2026
PM Minister Trudeau said one thing wrong. The orange Hitler is not smart. Trump is as dumb as a box of rocks.
PM Minister Trudeau said one thing wrong. The orange Hitler is not smart. Trump is as dumb as a box of rocks.
Uses exaggerated insults and hyperbolic comparisons ('orange Hitler', 'dumb as a box of rocks') in a sarcastic tone rather than serious critique.
@jefft8143
Mar 4, 2025
That guy on the bike and Africans 😂 wtf man.
That guy on the bike and Africans 😂 wtf man.
Uses sarcastic laughter and casual dismissal to mock or comment on the video content and people depicted.
Apparentlykelly2.0
Jan 27, 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
Canada please annex the US West Coast stares. We love you!
Canada please annex the US West Coast stares. We love you!
Jocular suggestion to annex US territory, expressing solidarity with Canada through ironic humor.
@gregdoyle6367
Mar 4, 2025
This guy with the helmet is a fucking epic Chad
This guy with the helmet is a fucking epic Chad
Casual, hyperbolic praise using internet slang ('Chad') appears to be joking commentary rather than serious engagement.
Humor / Satire
0.75
Truthsneaker
Jan 27, 2026
Loved this video as an Indian hahah
Loved this video as an Indian hahah
Light-hearted, in-group humor from someone identifying as Indian, appreciating the video's comedic content.
firstone714
Jan 27, 2026
5:15 this mfer said African culture is in favor of rape😂😂
5:15 this mfer said African culture is in favor of rape😂😂
Uses laughing emojis to mock or sarcastically respond to a claim made in the video, treating it as absurd.
Blazerelf
Jan 27, 2026
What a pusss. ?
What a pusss. ?
Brief dismissive comment using slang ('pusss') and emoji in a mocking tone, functioning as sarcastic commentary.
Humor / Satire
0.75
@Bobbyfromarkadelphia
Mar 4, 2025
Stupidity kills more people than fentanyl. Can we get Trudeau to be our president. How to fire Trump?
Stupidity kills more people than fentanyl. Can we get Trudeau to be our president. How to fire Trump?
Makes a joking comparison between stupidity and fentanyl deaths while sarcastically suggesting Trudeau as US president.
@robertmuldoon9783
Mar 4, 2025
Brampton is the one city in Ontario that needs to be deported!
Brampton is the one city in Ontario that needs to be deported!
Uses absurdist humor by applying 'deportation' language to a Canadian city, sarcastically critiquing immigration through exaggeration.
marwankhan4294
Oct 28, 2025
My wife is right. Smart IS sexy.
My wife is right. Smart IS sexy.
Playful, complimentary comment using wordplay ('Smart IS sexy'), likely referencing someone's intelligence with light humor.
@JedSentMe
Mar 4, 2025
Rip canada. Now canada is khalistan.😂😂😂 You imported problem of india to your own country.😂😂😂 Every country have good and bad people but canada choose to import bad people. America choose to import good people.
Rip canada.
Now canada is khalistan.😂😂😂
You imported problem of india to your own country.😂😂😂
Every country have good and bad people but canada choose to import bad people. America choose to import good people.
Uses sarcasm and emojis to mock Canada's immigration policy while making false comparative claims about US immigration selectivity.
शैतान-666
Jan 27, 2026
Justin .. we know.. turn off the power.. turn it off friend .. is ok.. we will still be good neighbors
Justin .. we know.. turn off the power.. turn it off friend .. is ok.. we will still be good neighbors
Uses ironic/sarcastic tone suggesting Trudeau should 'turn off the power' as a humorous way to de-escalate tensions while maintaining neighborly relations.
@ecamposchamorro
Mar 4, 2025
How sad hahahaa! Are the rivers full of trash yet?
How sad hahahaa! Are the rivers full of trash yet?
Uses sarcastic laughter and exaggerated environmental concern to mock immigration, blending dark humor with alarmism.
TheRubberStudiosASMR
Oct 28, 2025
Has the price of maple syrup just gone up? UK :)\n(totally agree with everything said) \nAlso with Ukraine
Has the price of maple syrup just gone up? UK :)\n(totally agree with everything said) \nAlso with Ukraine
Uses humorous question about maple syrup prices as a light-hearted way to express support for Canada and Ukraine.
@geoffl.4786
Mar 4, 2025
Dont worry guys it will all change within a few weeks ?
Dont worry guys it will all change within a few weeks ?
Dismissive, sarcastic comment suggesting political turmoil will resolve quickly, using ironic tone.
Humor / Satire
0.73
@andrewgibson4658
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)