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
I drive to work thru Brampton everyday. I play a game called spot the white person. I have been doing this for over a year and still haven't won the game.
I drive to work thru Brampton everyday. I play a game called spot the white person. I have been doing this for over a year and still haven't won the game.
Uses ironic humor to comment on demographic change in Brampton, framing it as a game that highlights racial composition shifts.
scottyheav
Jan 28, 2026
Lol seedy little motel Pierre right behind a mosque. This dude got close to my area.😅
Lol seedy little motel Pierre right behind a mosque. This dude got close to my area.😅
User makes a joking observation about a motel location near a mosque with a laughing emoji, using light sarcasm.
Humor / Satire
0.80
a.m.1152
Jan 28, 2026
Welcome to Canindia
Welcome to Canindia
Sarcastic portmanteau 'Canindia' mocking the demographic shift and cultural composition of Canada.
King_Chris4876
Jan 28, 2026
bike guy should be PM of the anglosphere
bike guy should be PM of the anglosphere
Comment makes an absurdist joke suggesting a video character should lead multiple countries, using ironic hyperbole.
Humor / Satire
0.80
indexpictures
Jan 28, 2026
Guy on the bike is BASED 😂
Guy on the bike is BASED 😂
Uses internet slang ('BASED') and emoji to express approval through ironic/comedic commentary on a video subject.
Humor / Satire
0.80
robcrilley592
Jan 28, 2026
2:06 Assimilate? To native indian costumes?😂
2:06 Assimilate? To native indian costumes?😂
Sarcastic joke about assimilation using a pun on 'native' and emoji to signal irony.
Humor / Satire
0.80
sfinx69
Jan 28, 2026
"They just have low intelligence". LOL, that guy is great.
"They just have low intelligence". LOL, that guy is great.
Laughs at a quoted statement from the video, treating it as comedic or absurd commentary.
Humor / Satire
0.80
kylelangdon169
Jan 27, 2026
we just got a bunch of Indians in my city, now we have 300 subway Sandwich shops
we just got a bunch of Indians in my city, now we have 300 subway Sandwich shops
Satirical exaggeration about Indian immigration leading to proliferation of subway shops, mixing humor with demographic anxiety.
quatreraberbawinner2628
Jan 28, 2026
On the plus side when I become a minority in my own country you will never hear the end of it. I will need a minority badge to alert people of my privilege.
On the plus side when I become a minority in my own country you will never hear the end of it. I will need a minority badge to alert people of my privilege.
Uses sarcastic irony about becoming a minority and needing a 'privilege badge,' mocking diversity discourse through exaggeration.
adventures_with_Aussie_Aaron
Jan 28, 2026
Indianada is nombar one saar!🕉🙏🏾
Indianada is nombar one saar!🕉🙏🏾
Uses broken English and emoji in a mocking, sarcastic tone about India, employing parody to comment on immigration.
Humor / Satire
0.80
Capybased
Jan 28, 2026
5:26 what did africa do again worry about Indians leave us alone 😅😅😅
5:26 what did africa do again worry about Indians leave us alone 😅😅😅
Comment uses sarcasm and dismissive humor to deflect criticism, with an us-vs-them undertone.
amadubarrie7836
Jan 28, 2026
Old Father Brampton 😂 Totally Indian! No offence Drivers are not too bad as on Turkye streets. All who says it’s awful to drive in Brampton mostly those crazy drivers 😂
Old Father Brampton 😂 Totally Indian! No offence
Drivers are not too bad as on Turkye streets. All who says it’s awful to drive in Brampton mostly those crazy drivers 😂
Uses humor and irony to comment on Brampton's Indian character while comparing driving standards to Turkey.
mandogdandoj
Jan 28, 2026
What's wrong with the Indians coming to America? It's their home, as there were indians before the white man came around 😂
What's wrong with the Indians coming to America? It's their home, as there were indians before the white man came around 😂
Sarcastic defense of Indian immigration using historical irony about indigenous peoples and colonization, with humorous tone.
sfinx69
Jan 28, 2026
The more they cry, the better my day gets . 😄 Thanks for the free comedy.
The more they cry, the better my day gets . 😄 Thanks for the free comedy.
Uses sarcasm and humor to mock others' emotional reactions to immigration, treating the topic as entertainment.
Humor / Satire
0.80
Namah_18
Jan 28, 2026
1:15 “NATIVE Canadians????” Fucking hell bro 😂
1:15 “NATIVE Canadians????” Fucking hell bro 😂
Uses sarcasm and laughter to mock the term 'Native Canadians,' highlighting perceived irony or absurdity in the video's language.
honker406
Jan 28, 2026
Dumb ahh white cucks from Europe to Americas, speed running their own extinction 😂
Dumb ahh white cucks from Europe to Americas, speed running their own extinction 😂
Uses sarcastic/mocking tone with crude language to satirize Western demographic concerns, though with identity-based framing.
MythRx73
Jan 27, 2026
Omg Gary you are fantastically hilarious. You might want to think of laying low for a bit. Lmfao. I couldn't of said it myself
Omg Gary you are fantastically hilarious. You might want to think of laying low for a bit. Lmfao. I couldn't of said it myself
Praises someone ('Gary') for humorous commentary while jokingly suggesting they should 'lay low,' using sarcasm and laughter.
melissahanes9872
Jan 28, 2026
Well WOW! Canada really is the “friendliest” place on earth. Buddy on the bike is the friendliest racist I think I’ve ever watched 😂
Well WOW! Canada really is the “friendliest” place on earth. Buddy on the bike is the friendliest racist I think I’ve ever watched 😂
Uses ironic sarcasm about Canada's friendliness while commenting on the video's subject, with emoji indicating joking tone.
Tia.0721
Jan 28, 2026
Canada is so fucked. We call it Singh Hortons
Canada is so fucked. We call it Singh Hortons
Uses wordplay ('Singh Hortons' replacing 'Tim Hortons') as satirical commentary on demographic change, blending humor with demographic anxiety.
BlackDogBBQ
Jan 28, 2026
Canada and USA border security is just for fun 😂
Canada and USA border security is just for fun 😂
Sarcastically critiques border security effectiveness with a joking tone and emojis.
tnt4249
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)