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
These European come from Europe😂😂 lecturing another people
These European come from Europe😂😂 lecturing another people
Uses sarcasm and emoji to mock Europeans lecturing others about immigration, employing ironic commentary.
monsterofsands
Oct 9, 2025
Lmao the white guy admits to being white trash😂😂
Lmao the white guy admits to being white trash😂😂
Mocking laughter at another commenter's self-description, using humor to critique or ridicule their position.
soc1596
Feb 14, 2026
Immigrants are not happy about other immigrants coming to live there🤣🤣🤣🤣
Immigrants are not happy about other immigrants coming to live there🤣🤣🤣🤣
Uses ironic humor to observe the contradiction that immigrants themselves oppose further immigration.
Humor / Satire
0.85
ramchandrajoshi9512
Oct 15, 2025
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Uses ironic humor to draw a parallel between European colonization of indigenous lands and current immigration patterns.
TheSeeker-B
Oct 12, 2025
Oh noooooo how will all the mooses get their goods?
Oh noooooo how will all the mooses get their goods?
Sarcastic joke about moose and goods delivery, using absurdist humor to mock the tariff/trade situation.
Humor / Satire
0.85
@GhostShooz
Mar 4, 2025
Trump the impotent cockroach
Trump the impotent cockroach
Uses insulting sarcasm and crude humor to mock a political figure rather than making substantive argument.
Humor / Satire
0.85
@tomtanaka8388
Mar 4, 2025
I love the only guy defending them is a guy smoking inside a bus shelter! Makes sense he likes them! He'd fit right in
I love the only guy defending them is a guy smoking inside a bus shelter! Makes sense he likes them! He'd fit right in
Uses sarcastic humor to mock a defender of immigrants by stereotyping them based on observed behavior.
ashhhton
Feb 28, 2026
😂😂😂 Immigration Canada ran by women … Go figure!
😂😂😂 Immigration Canada ran by women … Go figure!
Uses laughing emojis and sarcastic tone to mock immigration management, with a gendered jab that functions as satirical commentary.
alexl6433
Sep 30, 2025
That 's all ? Not something like 'Donnald, you are not the ball,, but the shit the americans will scrape of it' kind of expression
That 's all ? Not something like 'Donnald, you are not the ball,, but the shit the americans will scrape of it' kind of expression
Uses crude sarcastic metaphor and absurdist humor to mock Trump, employing ironic commentary rather than direct argument.
Humor / Satire
0.85
@raydiofolk
Mar 4, 2025
You talked aboot
You talked aboot
A brief, joking reference to Canadian accent ('aboot'), likely mocking the video or Canadian stereotypes.
Humor / Satire
0.85
MisterTee
Oct 1, 2025
CNN is the biggest joke in media lol
CNN is the biggest joke in media lol
Dismissive joke about CNN's credibility and quality as a media organization.
@colombiankilla01
Mar 4, 2025
Have you tried every Tim Horton’s in Canada?
Have you tried every Tim Horton’s in Canada?
Sarcastic joke playing on the previous comment's reference to Tim Hortons as a workplace for immigrants.
Humor / Satire
0.85
jillethelturner
Oct 15, 2025
Everyone is contradicting every one else... it's a boom, it's a recession, they work for cash, they don't ... it's easier in Canada, it's easier in India... 😊
Everyone is contradicting every one else... it's a boom, it's a recession, they work for cash, they don't ... it's easier in Canada, it's easier in India... 😊
Uses ironic humor and emoji to mock the contradictory claims made by various commenters in the discussion thread.
hydraulics
Oct 9, 2025
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
Mocking commentary using humor and emoji to ridicule another commenter's apparent confusion between Indian immigrants and Native Americans.
boomtsstbahhoughahh
Oct 3, 2025
The people's who are complaining are themselves immigrants 😂
The people's who are complaining are themselves immigrants 😂
Uses ironic humor to point out the hypocrisy of Canadian-born commenters criticizing immigration, given Canada's settler history.
dourartilleryaman
Oct 11, 2025
On their way to sneak to the greatest countries of the world?? 😂😂😂They’re already in Canada
On their way to sneak to the greatest countries of the world?? 😂😂😂They’re already in Canada
Sarcastic joke suggesting Canada is already a great country and immigrants are already there, mocking the premise.
azuul2912
Feb 14, 2026
Oh no, no more overpriced maple syrup ?
Oh no, no more overpriced maple syrup ?
Sarcastic joke dismissing concerns about Canadian trade impacts with ironic tone.
Humor / Satire
0.85
@kirrimann1
Mar 4, 2025
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Uses ironic humor and emojis to mock the hypocrisy of immigrants criticizing immigrants, comparing historical and current immigration.
binoyk7516
Oct 2, 2025
Native americans : 😂
Native americans : 😂
Uses emoji and ironic commentary to satirize the historical irony of Native Americans' perspective on immigration to Canada.
Humor / Satire
0.85
GelloMello-j9z
Oct 4, 2025
You mean a bunch of sukhjinders were commiting fraud? No way!!
You mean a bunch of sukhjinders were commiting fraud? No way!!
Sarcastic comment using ethnic stereotyping (name-based mockery) to sarcastically dismiss fraud allegations, combining ironic humor with identity-based framing.
wozy
Oct 7, 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)