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
Send them back to India.. as our supreme leader claims that "We are Vishwaguru 😂" .. but please don't kill anyone 😢that is sad ...
Send them back to India.. as our supreme leader claims that "We are Vishwaguru 😂" .. but please don't kill anyone 😢that is sad ...
Sarcastic commentary using irony and emojis to mock India's self-perception while critiquing deportation rhetoric.
RealMe-reactst
Feb 25, 2026
No no no Tyler, not Tim Hortons it's SINGH Hortons. The franchise has been destroyed beyond recognition. Edit: On another note the Liberal Government has got a lot of explaining to do... from behind bars.
No no no Tyler, not Tim Hortons it's SINGH Hortons. The franchise has been destroyed beyond recognition.
Edit: On another note the Liberal Government has got a lot of explaining to do... from behind bars.
Opens with ethnic name-based joke about Tim Hortons, then transitions to serious policy critique of Liberal government.
Ze7Nigmar
Feb 28, 2026
“I prefer fattoush and tabouli to your salad” what an ijit! Regardless of the name, it’s all salad, Lena!!
“I prefer fattoush and tabouli to your salad” what an ijit! Regardless of the name, it’s all salad, Lena!!
Uses sarcasm and mockery ('what an ijit!') to humorously critique someone's food preferences and semantic distinctions.
Humor / Satire
0.80
amazemebridge
Mar 2, 2026
Indian headquarter😂
Indian headquarter😂
Brief sarcastic comment with emoji suggesting mockery of Indian presence or concentration in a location.
bramzamouri7799
Mar 1, 2026
I think its what your ancestors did to the natives 😂
I think its what your ancestors did to the natives 😂
Uses sarcastic humor and historical comparison to deflect criticism of immigration by pointing to colonial history.
youtubeceo8777
Mar 2, 2026
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
Commenter uses ironic humor and emoji to mock a perceived shift in Indian support for the speaker based on his stance on Muslims.
muzamilraza49
Feb 25, 2026
How do we tag Donald Trump😂
How do we tag Donald Trump😂
Joking question about tagging Donald Trump, using humor to make a political reference related to immigration discourse.
ashleyiyoupe6013
Feb 25, 2026
Looks like Surrey, Extortionlumbia
Looks like Surrey, Extortionlumbia
Sarcastic location identification with wordplay ('Extortionlumbia') mocking regional demographics.
kp6282
Jan 29, 2026
As an African i should be mad but iam laughing my S off,😂😂😂
As an African i should be mad but iam laughing my S off,😂😂😂
Commenter identifies as African and uses humor/laughter to respond to the video's content, suggesting ironic detachment.
siya_ngenala
Feb 24, 2026
4:53 😂😂😂😂 truth
4:53 😂😂😂😂 truth
Laughing emoji response to a specific video moment, indicating agreement through humor rather than substantive argument.
VarunRathour786
Feb 24, 2026
Guy in bike talk about intelligence 😂😂
Guy in bike talk about intelligence 😂😂
Mocking commentary with emojis about someone in the video, using irony to critique their credibility.
AI-Arabi-Dz
Feb 10, 2026
*as aIways preached by the evangeIicaI pastors of the* *-promised Iand-* 😂😅😊
*as aIways preached by the evangeIicaI pastors of the* *-promised Iand-* 😂😅😊
Uses sarcasm and emojis to mock religious/evangelical framing of Canada as a 'promised land.'
Humor / Satire
0.80
JagoKandang-x9f
Feb 28, 2026
Move them all up to Thunder Bay lmao
Move them all up to Thunder Bay lmao
Uses sarcastic suggestion to relocate immigrants to a remote city, employing ironic humor.
Humor / Satire
0.80
artiewoof
Feb 28, 2026
😂😂😂😂 sub-saharan Africans are the most intelligent people on earth dummy
😂😂😂😂 sub-saharan Africans are the most intelligent people on earth dummy
The comment uses sarcasm and irony to make a provocative claim about Sub-Saharan African intelligence, employing humor to critique stereotyping.
organicafricantechfarmer
Feb 28, 2026
canada is the new india saaaar do not redeem the indianphobia saaar
canada is the new india saaaar do not redeem the indianphobia saaar
Sarcastic comment using exaggerated 'saaaar' dialect and comparing Canada to India in a mocking tone.
reisen888
Feb 28, 2026
Парень на велосипеде себе на статью наговорил😂
Парень на велосипеде себе на статью наговорил😂
Joking comment in Russian about someone on a bicycle getting media attention, with laughing emoji indicating sarcasm.
olegoleg2264
Feb 28, 2026
The guy in bike sound like trump lol
The guy in bike sound like trump lol
Makes a joking comparison between someone in the video and a political figure.
ThaexakaMavro
Feb 28, 2026
Looks like the liberal gun ban is working
Looks like the liberal gun ban is working
Uses ironic sarcasm to comment on gun policy effectiveness, implying the opposite of the stated claim through satirical tone.
Paul-gf9fc
Feb 24, 2026
Add Hindu Tax. They will leave.
Add Hindu Tax.
They will leave.
Sarcastic suggestion to impose discriminatory tax on Hindu immigrants to drive them away, using dark humor.
deshanrathnayake2737
Feb 24, 2026
60% india. As for the government data, still even today doesn't make hundreds ruppe a day 60% of India that roughly work about 70cr indians people's you don't make even hundreds rupees per day India …
60% india. As for the government data, still even today doesn't make hundreds ruppe a day 60% of India that roughly work about 70cr indians people's you don't make even hundreds rupees per day India is a poor country In india where 90cr indians can't afford 2 time food 50lakh childrens die every year due to the hunger 30cr indians are homeless 40cr Indians living in deadly slums 800 million Indian waiting everymonth for 5kg atta (source indian gourmet data 2024) So Indians love india so much they are immigrated to Canada, UK, Europe and the USA to talk about how great India is 😂😂😂
Uses ironic commentary and statistics about India's poverty to satirize the contradiction of Indians emigrating while praising their home country.
Kingovv
Feb 24, 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)