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
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
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
Ironic commentary using historical comparison to critique perceived hypocrisy in immigration attitudes, marked by laughing emoji.
prateekbhardwaj9943
Oct 6, 2025
Go check Trudeau’s basment or his bedroom 😂
Go check Trudeau’s basment or his bedroom 😂
Uses sarcastic humor and innuendo directed at Prime Minister Trudeau with a laughing emoji.
Humor / Satire
0.85
shan-r6p7l
Oct 3, 2025
everyone from america, saying you wish you had a president who can speak like this, lol yall voted biden in How'd that work? please move to canada
everyone from america, saying you wish you had a president who can speak like this, lol yall voted biden in How'd that work? please move to canada
Uses ironic humor to compare American and Canadian leadership while sarcastically suggesting Americans move to Canada.
@cheesengritz7154
Mar 4, 2025
The old ladies in the temple are the worst bunch 😅
The old ladies in the temple are the worst bunch 😅
Light-hearted, humorous observation about elderly temple attendees with emoji indicating comedic intent.
Humor / Satire
0.85
karthikckrishna
Oct 5, 2025
It is Mumbai’s heaven!
It is Mumbai’s heaven!
Sarcastic one-liner comparing Canada to Mumbai, using ironic commentary on immigration demographics.
Humor / Satire
0.85
ICXC_NIKA7
Oct 3, 2025
Why is it so hard in Brampton to buy deodorant
Why is it so hard in Brampton to buy deodorant
Rhetorical question using ironic humor to make a derogatory stereotype about immigrants in Brampton.
Humor / Satire
0.85
xphaisalx
Oct 5, 2025
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
Uses sarcasm and ironic suggestion to mock progressive immigration supporters through exaggerated proposal.
Humor / Satire
0.85
olivermeier2949
Oct 2, 2025
Lol they are a joke? I hope you guys don't believe this
Lol they are a joke? I hope you guys don't believe this
The comment uses dismissive humor ('Lol they are a joke') and questions the credibility of the video content itself.
@MatthewKellogg-vn2nh
Mar 4, 2025
Take the trumpers alcohol and maybe they will stop supporting Trump
Take the trumpers alcohol and maybe they will stop supporting Trump
Sarcastic joke suggesting removing alcohol from Trump supporters to change their political views.
Humor / Satire
0.85
@ts2thankful1
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
Canada spitting bars !!!!
Canada spitting bars !!!!
The comment uses slang ('spitting bars') and exclamation marks to express approval in a playful, informal manner typical of internet humor.
Humor / Satire
0.85
@adrianpicson9047
Mar 4, 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
Imagine Canada thinking they are the tough guys lol
Imagine Canada thinking they are the tough guys lol
Uses sarcastic mockery to dismiss Canada's perceived toughness in a joking manner.
@llguap8679
Mar 4, 2025
“80% good 20% bad” reminds me of 50/50 😂😂
“80% good 20% bad” reminds me of 50/50 😂😂
Joking reference to a 50/50 meme in response to the '80% good 20% bad' framing.
Humor / Satire
0.85
alienlifestyle3768
Feb 14, 2026
Now contrast this with whatever ‘garble garble garble’ trump will garble tonight.
Now contrast this with whatever ‘garble garble garble’ trump will garble tonight.
Uses sarcastic mockery ('garble garble garble') to ridicule Trump's speaking style in contrast to the video's content.
Humor / Satire
0.85
@Naniamania3
Mar 4, 2025
4:11 funniest shet I've heard , as a Indian 😂 Upper class will travel on business class there , buy a mansion or something Middle class would move there legally for job or education They …
4:11 funniest shet I've heard , as a Indian 😂
Upper class will travel on business class there , buy a mansion or something
Middle class would move there legally for job or education
They don't have to move there illegally
Also watching so far , that doesn't look like a foreign country to me , L to Canada
Commenter uses humor and sarcasm to mock the video's claims about illegal immigration, drawing on personal perspective as an Indian.
zeus-yz6gs
Feb 13, 2026
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
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
Pretty sure that Trump and his followers wouldn’t understand a word like, “Pretext.”
Pretty sure that Trump and his followers wouldn’t understand a word like, “Pretext.”
Uses sarcastic mockery of Trump supporters' intelligence through a vocabulary joke.
Humor / Satire
0.85
@MichelleSQuick
Mar 4, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)