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
The old Indian guy is so based I'm not even racist towards him lmao
The old Indian guy is so based I'm not even racist towards him lmao
Ironic comment using self-aware humor about racial attitudes, suggesting the commenter found an individual's behavior admirable despite their stated biases.
PriestlyBlock67
Jan 27, 2026
Canada is now Indian 😂 it's a second Indian country now
Canada is now Indian 😂 it's a second Indian country now
Uses ironic emoji and exaggeration to mock Canada's demographic change, blending satire with identity-based commentary about national character.
greendro6410
Jan 27, 2026
Indianada, Yes Sar!
Indianada, Yes Sar!
A play on 'Indiana' combined with 'Indianada' and stereotypical accent mimicry ('Yes Sar') used for comedic effect.
Humor / Satire
0.80
raymondpeter4827
Jan 27, 2026
At least they speak English 😂
At least they speak English 😂
Light-hearted joke about English language proficiency among immigrants, marked by emoji indicating comedic intent.
Humor / Satire
0.80
D4NNNNNNN
Jan 27, 2026
if they do a poo festival ill be sooo happy
if they do a poo festival ill be sooo happy
Absurdist joke about a fictional 'poo festival' using sarcasm and exaggeration.
Humor / Satire
0.80
pocketmon4509
Jan 27, 2026
You know the driving's bad when the Asian lady says its bad.
You know the driving's bad when the Asian lady says its bad.
Stereotypical joke about Asian drivers and safety, using ethnic identity as the basis for humor.
mojonymph
Jan 27, 2026
BUILD THE WALL and make leafs pay for it
BUILD THE WALL
and make leafs pay for it
Sarcastic riff on Trump's border wall rhetoric adapted to Canada, using ironic humor to critique immigration policy.
jolly-rancher
Jan 27, 2026
The Canadian Dominion of Cuckistan has fallen.
The Canadian Dominion of Cuckistan has fallen.
Uses derogatory wordplay ('Cuckistan') as sarcastic commentary on perceived national decline.
TC-iz5hr
Jan 27, 2026
I can smell this video
I can smell this video
Sarcastic sensory comment likely mocking the video's content or tone rather than engaging substantively.
user-s8m1w
Jan 27, 2026
They expect then too leave. Gl with that 😂
They expect then too leave. Gl with that 😂
Expresses skepticism about deportation expectations through sarcastic tone and laughing emoji.
Humor / Satire
0.80
TheNoticeable
Jan 25, 2026
We need the Brampton vs. Kiryas Joel demolition derby 🔥😂
We need the Brampton vs. Kiryas Joel demolition derby 🔥😂
Joking suggestion comparing two locations in a humorous 'demolition derby' context with emojis indicating sarcasm.
JackWheeler1729
Jan 27, 2026
Bro! It is not Puun jab. But Pan jab. 😂😂 I am not even Indian.
Bro! It is not Puun jab. But Pan jab. 😂😂 I am not even Indian.
Humorous correction of pronunciation with self-deprecating joke about not being Indian, using laughter emojis to signal comedic intent.
Humor / Satire
0.80
Godlinessisgreatgain
Jan 27, 2026
Wooo Chinanada here we come lol. Ah 10years of liberal government has destoryed our country. 😂
Wooo Chinanada here we come lol. Ah 10years of liberal government has destoryed our country. 😂
Sarcastic wordplay ('Chinanada') mocking perceived Chinese immigration dominance and blaming Liberal government.
menownotyou
Jan 21, 2026
India is never beating the allegations 😅
India is never beating the allegations 😅
Uses joking tone ('never beating the allegations') to make a stereotypical claim about India, blending humor with identity-based commentary.
w1ff
Jan 27, 2026
"I'm as racist as the next guy". What a legend.
"I'm as racist as the next guy". What a legend.
Sarcastic quote of someone from the video, using irony to mock a statement.
AFpaleoCon
Jan 27, 2026
Had to be made😂
Had to be made😂
Uses laughing emoji and casual tone suggesting ironic or humorous commentary on the video's necessity.
Humor / Satire
0.80
_imreallylikethat
Jan 27, 2026
Which project is called "Massive" 😂
Which project is called "Massive" 😂
Makes a joking observation about the word 'Massive' in the video, likely questioning the accuracy or scale of claims.
hookmuiyb
Jan 21, 2026
Hello Saars
Hello Saars
Stereotypical greeting using exaggerated accent/dialect for comedic effect.
Humor / Satire
0.80
NathanaelRig
Jan 27, 2026
😂😂😂😂😂 this is a lie
😂😂😂😂😂 this is a lie
Dismissive laugh-emoji response claiming the video content is false, using sarcasm to critique the source material.
Mims-e7p
Dec 25, 2025
My heart goes out to Canadians that own real estate in Magastan and stay for the winter months.
My heart goes out to Canadians that own real estate in Magastan and stay for the winter months.
Uses sarcastic reference to 'Magastan' (mocking Trump's MAGA movement) to humorously critique the USA.
kennyw871
Dec 9, 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)