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
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Humor / Satire
4,434 comments
But the food will be good.
But the food will be good.
Light, ironic comment acknowledging a positive aspect (food) while implicitly acknowledging broader criticisms discussed in the video.
Humor / Satire
0.75
Agispsi
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
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
Lol the fucking hellcat bros
Lol the fucking hellcat bros
Casual, joking tone with expletive-laden humor about a vehicle or situation.
Humor / Satire
0.75
voodooface6290
Jan 27, 2026
Bramladesh..
Bramladesh..
Portmanteau combining 'Brahmin' and 'Bangladesh,' using wordplay to satirize demographic composition.
sweetkellymay
Jan 27, 2026
lol I work at Tim hortons
lol I work at Tim hortons
Joking reference to working at Tim Hortons, likely satirizing stereotypes about Canadian employment or immigration.
Humor / Satire
0.75
mikaelacollins555
Jan 27, 2026
GUY ON THE BIKE IS BASED 🔥
GUY ON THE BIKE IS BASED 🔥
Uses slang ('BASED') and emoji to express approval of someone in the video in a casual, meme-like manner.
Humor / Satire
0.75
Ghostninja151
Jan 27, 2026
Their god statue is whiter than any indian lmao
Their god statue is whiter than any indian lmao
A sarcastic or ironic jab using a religious reference to mock or demean Indian people through absurdist humor.
K_R_N.
Jan 27, 2026
talking about bad drivers while standing in the middle of a road blocking traffic is a wild choice. Also 6k to get smuggled into a country from a country to its north with the largest …
talking about bad drivers while standing in the middle of a road blocking traffic is a wild choice. Also 6k to get smuggled into a country from a country to its north with the largest unprotected border in the world seems a tad expensive lmao. Its so funny how every thing has to be on their terms even in a forging country
Uses sarcasm and ironic commentary about smuggling costs and immigrant behavior, with some underlying policy skepticism.
Carunce
Jan 27, 2026
Look Guys you might be eating your partner's ass but we don't eat poop here in india.
Look Guys you might be eating your partner's ass but we don't eat poop here in india.
Attempts crude humor through stereotyping, mixing scatological jokes with ethnic generalizations.
sensei0320
Jan 27, 2026
Who follows rules? The monkeys?🎉
Who follows rules? The monkeys?🎉
Uses sarcastic, dehumanizing language with emoji to mock immigrants as rule-breakers.
nowhiningzone1675
Jan 3, 2026
Canada is not the greatest country on earth lol Have you lost your fkn mind
Canada is not the greatest country on earth lol
Have you lost your fkn mind
Uses sarcasm and rhetorical questioning to mock claims about Canada's superiority.
LalalaDadida-o4m
Mar 2, 2026
2026 - Work Harder. Not Smarter
2026 - Work Harder. Not Smarter
Uses ironic wordplay ('work harder, not smarter') to mock the 2026 immigration target.
Humor / Satire
0.75
DaveedsSon
Jan 22, 2026
Sell Canada to usa
Sell Canada to usa
Absurdist, tongue-in-cheek suggestion that appears to be sarcastic commentary rather than serious proposal.
Humor / Satire
0.75
arosKarmxarya
Jan 27, 2026
Oh so high we need quadruple that
Oh so high we need quadruple that
Sarcastic exaggeration suggesting immigration numbers should be quadrupled, likely mocking the policy being discussed.
Humor / Satire
0.75
annekowallcheck7436
Dec 30, 2025
I bet Melania was watching live ?
I bet Melania was watching live ?
Speculative joke about Melania Trump watching the speech, using humor to comment on the event.
@Timothy.365
Mar 4, 2025
Talking crap about Africans but they have more than what he has in that little time of them being there 😂keep riding your bike in the cold buddy
Talking crap about Africans but they have more than what he has in that little time of them being there 😂keep riding your bike in the cold buddy
Uses sarcasm and mockery to defend immigrants against criticism, employing humor to counter xenophobic framing.
WestSideHero8
Jan 27, 2026
You need to be in the 420 club to even think this is a big deal Funny they choose 420 !!! &$@&! Please 😂
You need to be in the 420 club to even think this is a big deal
Funny they choose 420 !!!
&$@&! Please 😂
Makes a joke about the number 420 and uses sarcasm and emojis to mock the video's content.
Humor / Satire
0.75
theresakersey2260
Jan 22, 2026
5:17 dont trust a grown as guy with a helmet and bicycle.
5:17 dont trust a grown as guy with a helmet and bicycle.
Joking observation about a person in the video, using sarcasm about appearance and behavior unrelated to immigration policy.
Mmadingo
Jan 27, 2026
Imagine the smell there
Imagine the smell there
Brief derogatory comment using implied sensory mockery, likely intended as sarcastic commentary on cultural differences.
MayWeRemainFriendForever
Jan 2, 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)