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
I’m as racist as the next guy. 😂
I’m as racist as the next guy. 😂
Self-deprecating joke using emoji to signal ironic commentary about racism rather than sincere endorsement.
WHAMaTRON
Jan 27, 2026
They wear the rag on their head because hair is a gift from god…. Then why hide your hair you boneheads! Dirka Dirka
They wear the rag on their head because hair is a gift from god…. Then why hide your hair you boneheads! Dirka Dirka
Uses mocking humor and ethnic stereotyping ('Dirka Dirka') to ridicule religious head coverings and the people who wear them.
artarttheotter
Dec 20, 2025
8:39 😂😂😂 NO THEY WON'T......
8:39 😂😂😂 NO THEY WON'T......
Dismissive joke with emoji responding to a video claim, using humor to express disagreement.
b8bb8r
Feb 26, 2026
Only 18k deported??? 😂 Canada is really really bad at deportations! It should be atleast 1 million!
Only 18k deported??? 😂 Canada is really really bad at deportations! It should be atleast 1 million!
Uses sarcasm and exaggeration (emoji, hyperbolic deportation target) to mock Canada's deportation enforcement.
brutos17
Dec 25, 2025
What's the problem? You need stronger immigration laws to stop Americans entering the country!🤷♂️ 😂😂😂
What's the problem?
You need stronger immigration laws to stop Americans entering the country!🤷♂️
😂😂😂
Uses sarcasm and ironic humor to critique immigration policy by sarcastically suggesting Americans are the real immigration problem, inverting typical discourse.
berserkirclaws107
Feb 12, 2026
You are in an Indian city but you hate Africans 😂 go watch ispeed travel history about Africa 🌍
You are in an Indian city but you hate Africans 😂 go watch ispeed travel history about Africa 🌍
Uses ironic humor to point out perceived hypocrisy, comparing attitudes toward different immigrant groups with a laughing emoji indicating satirical intent.
TheOusmane2011
Jan 28, 2026
Canada Pooperpower till 2030
Canada Pooperpower till 2030
Uses sarcastic wordplay ('Pooperpower') to mock Canada's status and immigration policies.
1stSand
Jan 27, 2026
NOW THAT IS A REAL LEADER\n\nVote Trudeau for POTUS!
NOW THAT IS A REAL LEADER\n\nVote Trudeau for POTUS!
Uses ironic humor by suggesting Canadians vote for Trudeau as US President, satirizing the comparison between leaders.
@ReyMattMD
Mar 4, 2025
Trump is a Hoser!
Trump is a Hoser!
Lighthearted insult using Canadian slang ('Hoser') as humorous criticism of Trump.
Humor / Satire
0.82
@joeguzmanguzman
Mar 4, 2025
Maybe Trump loves inflation, if he has fixed rate debt on all his real estate
Maybe Trump loves inflation, if he has fixed rate debt on all his real estate
Sarcastic speculation about Trump's personal financial interests, using irony to critique economic policy.
@zadokp
Mar 4, 2025
I think you should rebudget all that border money and build a wall- to keep us out. Then turn off the power a couple hours a day. They’ll get the pictures.
I think you should rebudget all that border money and build a wall- to keep us out. Then turn off the power a couple hours a day. They’ll get the pictures.
Sarcastically suggests building a wall and cutting power as deterrents, using ironic commentary on border security.
@tabithabrewsterotoole6946
Mar 4, 2025
As a Canadian, I am tired from liking all the comments... lol
As a Canadian, I am tired from liking all the comments... lol
Self-deprecating joke about liking many supportive comments, using humor to express Canadian solidarity.
@Ogami0Itto
Mar 4, 2025
Lol middle class tax. What about corporate and wealth tax?
Lol middle class tax. What about corporate and wealth tax?
Uses sarcasm ('Lol') to critique tax policy while raising economic concerns about wealth inequality.
THEIronWolf38
Jan 15, 2026
We got Tyler in Brampton before GTA VI 🔥🔥🔥
We got Tyler in Brampton before GTA VI 🔥🔥🔥
Joking reference to video creator's presence in a city, using pop culture reference (GTA VI) for comedic effect.
justinbrown8991
Jan 27, 2026
Shall we do referendum on how beautiful alaska would look like on a map if it was attached to Canada?
Shall we do referendum on how beautiful alaska would look like on a map if it was attached to Canada?
Satirical suggestion about a referendum to attach Alaska to Canada, using absurdist humor to comment on territorial/national boundaries.
@volodymyrh1413
Feb 21, 2026
I as a Sikh living in India can ensure you that even of Khalistan is made, none of them are returning to live in 40°C. 🤣
I as a Sikh living in India can ensure you that even of Khalistan is made, none of them are returning to live in 40°C. 🤣
Uses humorous personal perspective to satirize claims about Khalistan separatism through practical climate-based reasoning.
harshdeepsingh2372
Jan 27, 2026
When a INDIAN says ther is too MAnY INDIAN IN CANADA that means it really is to much indian in CANADADA😅☠️
When a INDIAN says ther is too MAnY INDIAN IN CANADA that means it really is to much indian in CANADADA😅☠️
Uses ironic humor and emoji to suggest that even Indians acknowledge there are too many Indians in Canada, implying demographic saturation.
Humor / Satire
0.82
2MDRecords
Jan 27, 2026
This is an exceedingly rare Trudeau W
This is an exceedingly rare Trudeau W
Uses internet slang ('W' for win) and ironic tone to humorously praise Trudeau in contrast to typical criticism.
@user-bw8vn6xp5h
Mar 4, 2025
This is the country that applauded an elderly ex SS soldier for his heroism 😂
This is the country that applauded an elderly ex SS soldier for his heroism 😂
Sarcastic criticism of Canada's immigration policies using ironic reference to a controversial historical incident.
GeekedLynx
Feb 6, 2026
Don’t that bike being so racist 😂
Don’t that bike being so racist 😂
Uses joking tone with emoji to make a humorous observation about an object or person in the video.
Humor / Satire
0.82
builderminky
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)