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
didn't know they had statues holy fuck yeah like get out fuck
didn't know they had statues holy fuck yeah like get out fuck
Crude joke expressing surprise about statues, using profanity for comedic effect rather than serious critique.
Humor / Satire
0.75
daltonskatesandfilms
Jan 27, 2026
Its like home 😂
Its like home 😂
Uses emoji and casual tone to make a joking comparison between a location and 'home,' suggesting ironic or humorous commentary.
swizzler8053
Jan 27, 2026
India 2.0.. soon to be updated to real India 1.0😂
India 2.0.. soon to be updated to real India 1.0😂
Uses sarcastic emoji and a joke comparing Canada's demographic future to India, employing ironic commentary to express demographic anxiety.
deedeedoit5901
Jan 27, 2026
Those drivers NEED Chinese EVs to do driving for them!
Those drivers NEED Chinese EVs to do driving for them!
Sarcastic suggestion using ethnic stereotype about driving ability, combining humor with identity-based commentary.
honesty_-no9he
Jan 27, 2026
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, …
That guy with the reflector jacket is dumb as a bicker of dead shrimp.
So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂.
Foreigners, please go to USA, Canada, Europe etc and claim what these whit colonizing bastards stole from ur ancestors and land to build theirs. 😂😂😂
Please rush to claim and kick them out 😂😂😂
Uhmm, who said America is the greatest country in the world?😂😂😂
Shit hole that place. Oh wait, they steal and plunder from others for money and wealth. White people in power I tell u😂😂😂😂
Uses sarcasm and ironic humor throughout (laughing emojis, exaggerated claims) while making identity-based critiques of Western colonialism and racial dynamics.
khalidedros743
Jan 27, 2026
It's literally a joke and the reality here in Canada, we all know it but nothing happens
It's literally a joke and the reality here in Canada, we all know it but nothing happens
Uses ironic humor to critique what the commenter sees as an obvious but unaddressed problem in Canadian immigration policy.
logical_cephalopod
Jan 27, 2026
Make sure to tell em no poop throwing out there 😂
Make sure to tell em no poop throwing out there 😂
Uses stereotypical humor with emoji to mock immigrants, combining satire with identity-based commentary.
matthaberek
Jan 27, 2026
Lol poor white trash 😂😂 wtf
Lol poor white trash 😂😂 wtf
Uses mocking laughter and crude humor to comment on the topic, though the target and intent are ambiguous.
Humor / Satire
0.75
erikbahena8455
Jan 27, 2026
Buddy got trafficked through my town Its boustan Lachine i laughed so hard while watching with my girlfriend
Buddy got trafficked through my town Its boustan Lachine i laughed so hard while watching with my girlfriend
Comment references a personal anecdote about human trafficking but frames it humorously, finding amusement in the video's mention of the location.
jegf-d1u
Jan 27, 2026
Damn he dipped
Damn he dipped
Casual, colloquial expression ('dipped') used sarcastically or humorously to comment on someone leaving or abandoning something.
Humor / Satire
0.75
fijigirltwa
Jan 27, 2026
Thank God , there is no Brown Sepoy in comments barking"As an InDiAn I aGrEe WiTh yOu SaAr".
Thank God , there is no Brown Sepoy in comments barking"As an InDiAn I aGrEe WiTh yOu SaAr".
Uses sarcastic mockery of a perceived immigrant group's speech patterns and online behavior.
Putin_Baba_6
Jan 27, 2026
CANADA IS A JOKE 🇨🇦🤣
CANADA IS A JOKE 🇨🇦🤣
Uses sarcasm and emoji to mock Canada's immigration handling, employing humor to express criticism.
MrAnselm77
Jan 19, 2026
Brampton needs ice
Brampton needs ice
Cryptic one-liner likely making a sarcastic or coded reference to a city/demographic, using humor or innuendo.
Humor / Satire
0.75
shermantwip7485
Jan 27, 2026
Do animals at the zoo pay the keepers. Then whyxwoukd a canadian pay taxes to these psycopaths
Do animals at the zoo pay the keepers. Then whyxwoukd a canadian pay taxes to these psycopaths
Uses sarcastic analogy comparing immigrants to zoo animals to critique taxation and immigration policy.
pokey-m2w
Jan 19, 2026
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
Combines sarcastic commentary about cultural/religious identity with humor, mocking someone's understanding of Indian and Muslim communities.
thedopeopera9281
Jan 27, 2026
Canada is not a real place.
Canada is not a real place.
Makes an absurdist or sarcastic statement questioning Canada's existence, likely as ironic commentary.
ChutterBuggins
Jan 27, 2026
Brampladesh
Brampladesh
Uses a derogatory portmanteau combining 'Brampton' with a slur, functioning as satirical commentary on demographic change.
DERTHIX
Jan 27, 2026
The don't seem to be eating poo 💩 😂😂😂😂
The don't seem to be eating poo 💩 😂😂😂😂
Crude joke with emoji using scatological humor, likely mocking stereotypes about immigrants.
DankBuds-o1n
Jan 27, 2026
Thanks 😂 i m indian.. i like u exposed indians
Thanks 😂 i m indian.. i like u exposed indians
Uses humor and self-deprecating irony ('i m indian.. i like u exposed indians') to comment on the video's content.
LivingOnTheNature
Jan 27, 2026
They even brought the Indian street driving culture into Brampton … lol
They even brought the Indian street driving culture into Brampton … lol
Uses sarcasm and joking tone ('lol') to comment on cultural practices, though with underlying stereotyping.
jaytam1522
Jan 27, 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)