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
Isn't this guy a mutt himself? 😅
Isn't this guy a mutt himself? 😅
Sarcastic jab at the video creator's background using crude humor and emoji, questioning his credibility.
AdrianHertz
Jan 28, 2026
😂😂😂😂😂 what is the problem? 90% of Canada 🇨🇦 is white communities
😂😂😂😂😂 what is the problem? 90% of Canada 🇨🇦 is white communities
Multiple laughing emojis suggest sarcastic tone questioning the problem with immigration while asserting demographic facts about Canada.
JohnSmith-on2ud
Jan 28, 2026
So honest question. Has anybody bought a beer for the guy on the bike
So honest question. Has anybody bought a beer for the guy on the bike
Lighthearted, joking reference to a person featured in the video, likely the 'bike guy' mentioned.
neckcuttaxxx1632
Jan 29, 2026
🎉 ES. "Vote for me" movements !🎉
🎉 ES. "Vote for me" movements !🎉
Sarcastic commentary using emojis to mock political movements or voting campaigns, likely referencing immigration-related political messaging.
Humor / Satire
0.75
josbtheonlinebartender2002
Jan 28, 2026
Not to be that guy, but every day, i feel more and more like we need another austrailian painter, or nothing will change.
Not to be that guy, but every day, i feel more and more like we need another austrailian painter, or nothing will change.
Uses dark humor/sarcasm referencing a historical figure to suggest drastic action is needed.
seanpelletier
Jan 28, 2026
13:56 Tyler Oliveria these fucking guys like 1 out of 5 star customer service from the human traffickers
13:56 Tyler Oliveria these fucking guys like 1 out of 5 star customer service from the human traffickers
Uses sarcastic one-star review format to mock immigration enforcement, combining dark humor with implicit criticism of government handling.
offgrid6789
Jan 28, 2026
Please interview in the muslim areas if you have b****. 😆
Please interview in the muslim areas if you have b****. 😆
Uses sarcastic dare/challenge with emoji to mock the video creator, suggesting they lack courage to cover Muslim communities.
a559900
Jan 28, 2026
Let’s replace with European rufugees😅😅😅
Let’s replace with European rufugees😅😅😅
Uses sarcasm and emojis to mock the idea of replacing current immigrants with European refugees, combining humor with identity-based framing.
santhoshgv1568
Jan 28, 2026
What's happening to the white man is called CARMA
What's happening to the white man is called CARMA
Uses sarcasm and wordplay ('CARMA') to mock claims of discrimination against white people, employing ironic commentary.
sfinx69
Jan 28, 2026
fuck, man, i was just hoping you leave that place lmao wtf were u thinking xdd
fuck, man, i was just hoping you leave that place lmao wtf were u thinking xdd
Uses casual, joking tone ('lmao wtf xdd') to mock the video subject's decision, employing sarcasm rather than serious critique.
Humor / Satire
0.75
kingjasko
Jan 28, 2026
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute joke
Uses sarcasm and mockery to critique Indian immigrants' stated intentions versus cultural practices, with ironic tone.
shaadali1105
Jan 28, 2026
"Brampton drivers" - do we put this on the jogger list or is this a new list?
"Brampton drivers" - do we put this on the jogger list or is this a new list?
Uses sarcastic framing and dark humor to mock a stereotype about Brampton drivers, with an implicit identity-based comparison.
michealkowalski6639
Jan 28, 2026
Bike guy for Canadian Prime Minister.
Bike guy for Canadian Prime Minister.
Jocular reference to a video subject ('bike guy') as alternative political candidate, using ironic commentary.
SeanJohnson-qm4pu
Mar 3, 2026
Btw that guy Sidhu is probably on his way back to India, he's fucked 😂
Btw that guy Sidhu is probably on his way back to India, he's fucked 😂
Makes a joking reference to a specific person's legal troubles using casual sarcasm and emoji.
MrCareNot
Jan 28, 2026
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
Uses joking tone with emojis to make a satirical comment about Indian demographic presence in Brampton.
SilencerTulla19
Jan 28, 2026
white cucks crying in comments🤣🤣🤣🤣🤣🤣🤣
white cucks crying in comments🤣🤣🤣🤣🤣🤣🤣
Uses mocking laughter and derogatory slur to satirize perceived hypocrisy, combining humor with identity-based mockery.
itachitanjiro3712
Jan 28, 2026
Bro sound they cant hold a job but he doesnt even have a car LOL buddy riding a bike in the dead of winter
Bro sound they cant hold a job but he doesnt even have a car LOL buddy riding a bike in the dead of winter
Mocking tone with 'LOL' about someone's employment and transportation situation, combining sarcasm with economic commentary.
bigganger9343
Jan 28, 2026
You should go to Amazon warehouse. There is no white people working there. 110% Indian 😂
You should go to Amazon warehouse. There is no white people working there. 110% Indian 😂
Uses sarcasm and emoji to mock workplace demographics, framed as observational humor but with underlying ethnic stereotyping.
AiThamSanSi
Jan 28, 2026
Bro's wife got piped by an immigrant, explains the frustration
Bro's wife got piped by an immigrant, explains the frustration
Uses crude sexual humor and sarcasm to mock the commenter's presumed motivations, employing ironic commentary.
Humor / Satire
0.75
zockero8131
Jan 28, 2026
Notice How The Canadians There All Say They're Good People & That (Sihks) Are Not Eating & Throwing Their Own Sh!t (EVEN THE FKING BIKE GUY) 🤣💯
Notice How The Canadians There All Say They're Good People & That (Sihks) Are Not Eating & Throwing Their Own Sh!t
(EVEN THE FKING BIKE GUY) 🤣💯
Uses sarcasm and crude humor to mock what the commenter sees as hypocrisy in how Canadians and Sikhs are portrayed.
THELGNDC33J4Y
Jan 28, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)