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
INDIA❌ RANDIA✅
INDIA❌
RANDIA✅
Satirical wordplay on 'India' vs 'Randia' (a derogatory term), using humor to mock or critique.
BD.SHAKIB.786
Feb 17, 2026
Hm. Maybe Trudeau really did improve for once :D
Hm. Maybe Trudeau really did improve for once :D
Uses sarcastic tone with emoticon to express skepticism about Trudeau's performance, mixing irony with mild criticism.
@notsheerosmemes
Mar 4, 2025
DJT completes his own three ** 'T' disasters.
DJT completes his own three ** 'T' disasters.
Uses cryptic wordplay ('three T disasters') as satirical commentary on Trump, employing coded humor rather than direct criticism.
Humor / Satire
0.70
@marineboy305
Mar 4, 2025
Im go to India and turn into USA culture
Im go to India and turn into USA culture
Cryptic, fragmented statement that appears to be sarcastic or joking commentary on cultural identity and immigration.
Humor / Satire
0.70
Howtoget101
Jan 29, 2026
Lol....really,it's about time 😊
Lol....really,it's about time
😊
Brief comment with 'Lol' and emoji suggesting sarcastic or joking approval of enforcement action.
Humor / Satire
0.70
quantum1953
Feb 18, 2026
Carney; Who cares? 😮😂😅😊
Carney; Who cares? 😮😂😅😊
Dismissive joke about a political figure (Carney) with emoji reactions suggesting sarcasm.
othaVada
Feb 18, 2026
😂😂😂 💩 jeets
😂😂😂 💩 jeets
Dismissive emoji reaction with ethnic slur used sarcastically or mockingly.
Humor / Satire
0.70
KyleUno-m5c
Jan 29, 2026
make that make sense tho lol trump doesnt want usa to go to war (nukes) with russia and allow putin to be buddy buddy
make that make sense tho lol trump doesnt want usa to go to war (nukes) with russia and allow putin to be buddy buddy
Uses sarcastic tone and rhetorical questioning to critique Trump's geopolitical strategy regarding Russia.
@Foreverfront
Mar 4, 2025
Wondering if watching this on my SkyTrain commute might get me lynched. I'm the only blonde in the car.
Wondering if watching this on my SkyTrain commute might get me lynched. I'm the only blonde in the car.
Uses dark humor and irony about being a racial minority, sarcastically commenting on demographic change.
JaneDoe-zb2kn
Jan 28, 2026
I dont mind, but please, use soap and deodorant!
I dont mind, but please, use soap and deodorant!
Uses sarcastic/joking tone with a stereotypical jab at immigrant hygiene practices, blending humor with subtle prejudice.
matys2831
Sep 21, 2025
Suck it up buttercup
Suck it up buttercup
Commenter uses a dismissive, sarcastic phrase ('Suck it up buttercup') that appears to mock or trivialize the discussion with ironic tone.
Humor / Satire
0.70
PrashantSharma-mv6be
Feb 3, 2026
Im not eating KFC Big Mac ?
Im not eating KFC Big Mac ?
Cryptic statement mixing fast food brands appears to be absurdist humor or sarcasm unrelated to the video topic.
Humor / Satire
0.70
@darkomihalic2727
Mar 4, 2025
Indians nhi khalistani be in your dreams like an ostrich
Indians nhi khalistani be in your dreams like an ostrich
Cryptic, sarcastic comment using wordplay and cultural references in what appears to be a joking or dismissive tone.
mohitmittal6695
Jan 27, 2026
Skippy the closet boy and Roxham Rd.😅😅😅
Skippy the closet boy and Roxham Rd.😅😅😅
Uses sarcasm and emojis to mock political figures and immigration policy in a satirical manner.
jeffreybaker9165
Feb 17, 2026
look at the 3 of them bunch of goons. lowest IQ cnts I have ever seen
look at the 3 of them bunch of goons. lowest IQ cnts I have ever seen
Insulting mockery of political figures using crude language and sarcasm to dismiss their intelligence.
@Sam-pn2kc
Mar 4, 2025
LOL IT WAS DUE
LOL IT WAS DUE
Cryptic laughing response, likely sarcastic commentary on the video's content or timing.
Humor / Satire
0.70
WASUPMYNIG
Jan 28, 2026
They are literally everywhere 🤣5 million to every country and 500 million would still be left
They are literally everywhere 🤣5 million to every country and 500 million would still be left
Sarcastic/joking comment about Indian population numbers using emoji, though with underlying demographic anxiety.
spacemonkey5295
Sep 23, 2025
India in indian (benua america)
India in indian (benua america)
Cryptic, likely sarcastic or joking comment comparing India to 'Indian America,' unclear intent but appears humorous.
Humor / Satire
0.70
jagatsatriatotoksaraf3676
Feb 14, 2026
please no more durka durkas. zeroooo
please no more durka durkas. zeroooo
Uses derogatory slur and sarcasm ('zeroooo') in a mocking tone toward immigrants.
gab-o-r2c
Jan 3, 2026
Durka Durka
Durka Durka
Nonsensical phrase appears to be mocking or satirical commentary, likely referencing stereotypes.
Humor / Satire
0.70
zhouyou28
Sep 27, 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)