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
"YA YA YA" - Every Indian Ever.
"YA YA YA" - Every Indian Ever.
Uses stereotypical mimicry and sarcasm to mock Indian immigrants through caricature.
Unholy187
Jan 27, 2026
We got Somalica now Indianada.
We got Somalica now Indianada.
Uses wordplay ('Somalica'/'Indianada') to sarcastically comment on demographic change, blending satire with identity-based framing.
Dizzy_Izzy-01
Jan 27, 2026
I'll never understand people who love their country and culture so much and then move to Canada or USA😂😂😂😂
I'll never understand people who love their country and culture so much and then move to Canada or USA😂😂😂😂
Uses ironic humor to critique the perceived contradiction of immigrants leaving their home countries while claiming to love them.
Forestoflilies
Jan 27, 2026
Do Filipinos in Canada next 😂
Do Filipinos in Canada next 😂
Uses playful tone and emoji to request similar content about another ethnic group, employing light mockery of the video's framing.
Humor / Satire
0.80
lottenetzel8751
Jan 27, 2026
9:08 😂😂😂😂😂😂😂 Holy crap are they stupid
9:08 😂😂😂😂😂😂😂
Holy crap are they stupid
Laughing reaction to video content with a derogatory generalization, using humor to express criticism.
SAVGxNiiNO
Jan 27, 2026
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good …
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good when someone is open and honest about their biases towards a certain group of people. You just learn to avoid them and keep it moving. Instead of people pretending not to be racist. He reminds me of the guy who shaved Aladeens beard in the movie “The Dictator”
Uses self-deprecating humor and irony to comment on racial bias, while sharing personal perspective on encountering discrimination.
ThembaMtunja
Jan 27, 2026
Canindian hahaha 🤣
Canindian hahaha 🤣
Mocks a misspelling or pronunciation ('Canindian') from the video with laughing emojis, making light of a verbal error.
Humor / Satire
0.80
Moro-Koora1
Jan 27, 2026
woman moment 1:30
woman moment 1:30
Brief sexist joke using sarcasm and stereotyping for comedic effect.
Humor / Satire
0.80
mooistheroo
Jan 27, 2026
Surprised the guy on the bike isn't in jail.
Surprised the guy on the bike isn't in jail.
Sarcastic comment implying the person on the bike should face legal consequences for their actions.
NealWilliams-k6s
Jan 27, 2026
"im from poojab" that says alot
"im from poojab" that says alot
Mocking comment using phonetic spelling of 'Punjab' to ridicule someone's origin.
Hansaliii
Jan 27, 2026
"its like home" then go fucking home
"its like home" then go fucking home
Sarcastic dismissal using the rhetorical device of telling immigrants to return home if they feel nostalgic, delivered as provocative wordplay.
1DeathMagnetic
Jan 27, 2026
Well...................bye. (Curly Bill}
Well...................bye. (Curly Bill}
Uses a movie quote ('Curly Bill') sarcastically to express approval of deportations in a humorous, dismissive manner.
Humor / Satire
0.80
jeffmcewen1238
Dec 29, 2025
CanINDIA 💩
CanINDIA 💩
Uses wordplay ('CanINDIA') and emoji to mock immigration through satirical renaming of the country.
spootnik00
Jan 27, 2026
Guy on the bike was too funny
Guy on the bike was too funny
Light-hearted comment about a video participant's performance, treating the content as entertainment rather than engaging substantively with immigration issues.
jorgitobest1366
Jan 27, 2026
11:47 you really think we believe this s$#%? 🤨🤨🤔🤔🤣🤣🤦🤦👌👌
11:47 you really think we believe this s$#%?
🤨🤨🤔🤔🤣🤣🤦🤦👌👌
Skeptical, sarcastic commentary with emojis questioning the credibility of the video's claims.
D3ATHANG3L21
Jan 27, 2026
Let's increase it 109x more!!!
Let's increase it 109x more!!!
Extreme exaggeration (109x increase) used sarcastically to mock or critique the immigration policy being discussed.
Humor / Satire
0.80
Skelch777
Dec 29, 2025
Welcome to Liberal Canada Tyler. We have angry drivers, smugglers, bad Timmies, foreign worker exploitation and immigrants illegally stealing Salmon with blankets.
Welcome to Liberal Canada Tyler.
We have angry drivers, smugglers, bad Timmies, foreign worker exploitation and immigrants illegally stealing Salmon with blankets.
Satirical list of Canadian problems uses irony and exaggeration to critique the country and its policies.
thecoffeebadger5807
Jan 27, 2026
When you say “greatest country on earth” what is it exactly you’re great at? 🤣
When you say “greatest country on earth” what is it exactly you’re great at? 🤣
Sarcastic question challenging nationalist claims about Canada's greatness using ironic tone.
rawad2472
Jan 27, 2026
Guy on the bike for prime minister!!
Guy on the bike for prime minister!!
Jokingly suggests a person from the video should become prime minister, using ironic humor.
lucasglowacki4683
Jan 27, 2026
Queue up that meme where a massive hoard of zombies is running towards a point.. that’s all the Indians watching and commenting on this video right now.😂🤣
Queue up that meme where a massive hoard of zombies is running towards a point.. that’s all the Indians watching and commenting on this video right now.😂🤣
Uses meme reference and emoji to make a satirical/joking comment about Indian viewership, though with underlying identity-based framing.
SMN7861
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)