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
They should call it LPC-app
They should call it LPC-app
Sarcastic suggestion to rename the app after the Liberal Party, using wordplay to critique perceived political bias in immigration policy.
mxpwr4003
Nov 20, 2025
When did whites become native Canadians 😂
When did whites become native Canadians 😂
Sarcastic question challenging the notion of white Canadians as 'native,' using irony to critique identity claims.
aakhthuu
Feb 3, 2026
You know why immigrants apply for PR ? no not to stay in canada.. No not to work in canada.. No not for free health care It is to have higher education at affordable rates.....😂
You know why immigrants apply for PR ?
no not to stay in canada..
No not to work in canada..
No not for free health care
It is to have higher education at affordable rates.....😂
Uses sarcastic rhetorical structure to critique immigrant motivations, implying the real reason for PR applications is economic advantage rather than stated reasons.
minetdbrogs9386
Nov 21, 2025
Brother it's hard to turn around others thinking but some things are very true on internet like this poop shit. They even have colleges that research on poop shit. 😂 And then top it off …
Brother it's hard to turn around others thinking but some things are very true on internet like this poop shit. They even have colleges that research on poop shit. 😂
And then top it off they have like 10 different religion.😂
Sarcastic, dismissive tone with laughing emojis mocking research and religious diversity.
Humor / Satire
0.80
AmanSinghRathore2004
Jan 27, 2026
Canada should be rename New India 😂
Canada should be rename New India 😂
Uses sarcastic joke with emoji to comment on demographic change and Indian immigration, framing it as humorous critique.
TheMonkeyondrugs
Nov 13, 2025
Maybe Canada could annex us: The Canadian States of America. No Republicans
Maybe Canada could annex us: The Canadian States of America. No Republicans
Satirical suggestion about annexation with political jab, using humor to make a comparative statement about governance.
@user-bz6vb6op3p
Mar 4, 2025
tRump gave the Prime Minister the best gift ever, a war that Canada didn't start but rallies the whole country together against an antagonistic bully. Trudeau will get a 20 point bump in his approval …
tRump gave the Prime Minister the best gift ever, a war that Canada didn't start but rallies the whole country together against an antagonistic bully. Trudeau will get a 20 point bump in his approval ratings and go out a winner.
Employs ironic framing to suggest Trump's antagonism could paradoxically boost Trudeau's approval ratings, using sarcasm about geopolitical consequences.
Humor / Satire
0.80
@celestialnubian
Mar 4, 2025
That's less than what you did to native Americans😂😂😂😂
That's less than what you did to native Americans😂😂😂😂
Uses sarcasm and emojis to make a comparative historical point about treatment of Native Americans versus current immigration issues.
simeta.R2025
Nov 2, 2025
Also a porkistani seething,best video i watched today ticked all the boxes. 😂🇮🇳🙏🙏🙏 Ram Ram
Also a porkistani seething,best video i watched today ticked all the boxes.
😂🇮🇳🙏🙏🙏
Ram Ram
Uses sarcasm, emojis, and ironic language to mock what the commenter perceives as bias in the video's framing.
Humor / Satire
0.80
anupdix7337
Nov 2, 2025
Timmigrants
Timmigrants
A portmanteau joke combining 'Tim Hortons' and 'immigrants' to mock immigrant presence in Canada.
Humor / Satire
0.80
mikefoehr235
Feb 3, 2026
Indians believe their country is the best in the world and yet they don’t wanna live there 😂😂😂😂😂
Indians believe their country is the best in the world and yet they don’t wanna live there 😂😂😂😂😂
Sarcastic observation about perceived contradiction in Indian immigrants' attitudes toward their home country, using humor to critique.
salamfromnewzealand4679
Feb 4, 2026
We need ICE in Canada for Indians 😂
We need ICE in Canada for Indians 😂
Uses sarcastic emoji and reference to ICE (immigration enforcement) as dark humor targeting Indian immigrants.
hermannityofficial528
Oct 16, 2025
Coolies can't drive. Even the other chilli pips realize this. Bike Guy needs to run for office. 👌🏻🤣
Coolies can't drive. Even the other chilli pips realize this.
Bike Guy needs to run for office. 👌🏻🤣
Uses ethnic slurs and stereotypes in a joking tone while referencing video content.
stonewolf7850
Jan 28, 2026
Perhaps the US should become Canada's 11th province.
Perhaps the US should become Canada's 11th province.
Presents a tongue-in-cheek proposal comparing US-Canada relations through absurdist humor.
@DrStrange1966
Mar 4, 2025
We got malorganite, we got and unlimited supply lol.
We got malorganite, we got and unlimited supply lol.
Uses sarcastic humor ('unlimited supply lol') to mock a situation, likely referring to a policy or resource.
Humor / Satire
0.80
@34-DTAJizargo74
Mar 4, 2025
Welcome to new India 😂😂😂
Welcome to new India 😂😂😂
Uses sarcastic emoji and a joke comparing Canada to India, satirizing demographic change through ironic commentary.
sherlock0896
Oct 20, 2025
Haha one guy said i used to work they dont work then said they work for cash
Haha one guy said i used to work they dont work then said they work for cash
Mocking commentary pointing out a logical contradiction in another commenter's argument using sarcasm.
Humor / Satire
0.80
jass1794
Oct 11, 2025
“Its like home” dude your standing in the snow…
“Its like home” dude your standing in the snow…
Uses sarcastic humor to mock immigrants' claims that Canada feels like home, contrasting with Canadian weather.
user-pc8tb7hg1lHandlesRDumb
Feb 4, 2026
come to australia lmao
come to australia lmao
Jocular suggestion to move to Australia instead, using casual tone and sarcasm to comment on Canada's desirability.
AytiHD
Feb 4, 2026
And they say Channel 5 is better. 😂
And they say Channel 5 is better. 😂
Sarcastic comparison between news channels using emoji to signal ironic tone.
InsideOutMedia23
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)