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
A white man saying rape is in your culture is wild 😝
A white man saying rape is in your culture is wild 😝
Uses ironic commentary and sarcasm to critique a speaker's argument about cultural practices and sexual violence.
princeskellet5537
Jan 28, 2026
You might want to dumb it down for the MAGA morons
You might want to dumb it down for the MAGA morons
Sarcastic jab at Trump supporters using derogatory language ('MAGA morons'), employing ironic commentary about audience intelligence.
@alexharney3269
Mar 4, 2025
Lmaooo in other words, standing on bidness.
Lmaooo in other words, standing on bidness.
Slang expression ('standing on bidness') used ironically/humorously to comment on the situation.
Humor / Satire
0.82
@pam4116
Mar 4, 2025
and how do you know this wee girly??? Did your aunty tell you? or Grandpa???
and how do you know this wee girly??? Did your aunty tell you? or Grandpa???
Uses sarcasm and mockery to question the credibility or knowledge of another commenter, dismissing their claims as secondhand gossip.
magatinypeepee
Feb 23, 2026
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
So our ally now is the Russian? lol
So our ally now is the Russian? lol
A sarcastic, ironic comment questioning the shift in alliances with a joking tone.
Humor / Satire
0.82
@cyberheo
Mar 4, 2025
Trump is very talented doing “ a very dumbest thing to do”. ?
Trump is very talented doing “ a very dumbest thing to do”. ?
Uses ironic/sarcastic language to mock Trump's decision-making abilities.
@johnnyfontechanic7556
Mar 4, 2025
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan …
"people believe in khalistan for rightful reasons" ??😂
Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back.
If you want khalistan in india, declare a war against us and take it (if you can, well you can't)🤣🤣
Uses mocking tone and laughing emojis to dismiss Khalistan supporters and assert Indian national identity against separatism.
himage6540
Feb 18, 2026
Who the hell gets into a fight with Canada? They are so nice, they don’t even know how to fight. Team Canada: “hold my beer…”
Who the hell gets into a fight with Canada? They are so nice, they don’t even know how to fight. Team Canada: “hold my beer…”
Uses ironic humor about Canada's peaceful reputation and the absurdity of conflict with them, with a joking rallying cry ('hold my beer').
@sailingalphascramble8169
Mar 4, 2025
The orange guy is doing it because Melania face lit up when she met Trudeau, and her face never light up like that, when she looks at him.
The orange guy is doing it because Melania face lit up when she met Trudeau, and her face never light up like that, when she looks at him.
Uses satirical speculation about Melania's personal preferences as a humorous explanation for Trump's tariff policy.
@brendanash9702
Mar 4, 2025
Way to go Canada, put the thumb screws on the orange oompa loompa
Way to go Canada, put the thumb screws on the orange oompa loompa
Uses sarcastic, mocking language ('orange oompa loompa') to critique Trump in a humorous tone.
Humor / Satire
0.82
@janettesalisbury6524
Mar 4, 2025
Maybe canada should annex america and kick trump to the curb
Maybe canada should annex america and kick trump to the curb
Satirical suggestion that Canada annex America, using ironic reversal of typical power dynamics.
@josephmueller251
Mar 4, 2025
Lmao this affects nobody , because nobody is going to America 😂 America is cancer , why would Canadians even want to waste time or money there?
Lmao this affects nobody , because nobody is going to America 😂
America is cancer , why would Canadians even want to waste time or money there?
Uses sarcasm and humor ('Lmao', 'cancer') to mock the USA and suggest the policy is irrelevant because Canadians won't travel there anyway.
CanadianFuturist
Dec 8, 2025
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
12 years in Brampton causes me to have fatigue upon seeing a Mustangs or Dodge Chargers 😩
12 years in Brampton causes me to have fatigue upon seeing a Mustangs or Dodge Chargers 😩
Humorous personal anecdote about car culture in Brampton using sarcasm and emoji to make a joke about local demographics.
Dragoslava-sylkiContent
Jan 28, 2026
lmao man like the jeets didnt hate you enough
lmao
man like the jeets didnt hate you enough
Uses slang and sarcastic tone to mock a specific immigrant group in a joking manner.
Humor / Satire
0.82
DrakenRP
Jan 27, 2026
Ooooooo only now . Investigating 😂. Wot a joke .
Ooooooo only now . Investigating 😂. Wot a joke .
Uses sarcasm and emojis to mock the government's delayed response to immigration issues.
immortalwarrior2406
Feb 18, 2026
à bunch of maga ding dongs if you ask me
à bunch of maga ding dongs if you ask me
Dismissive name-calling of MAGA supporters delivered in a joking, contemptuous tone.
Humor / Satire
0.82
@kiiwii11
Mar 4, 2025
Liberals cooking 🔥🔥 🤡
Liberals cooking 🔥🔥 🤡
Uses sarcasm and emoji to mock political figures or policies, with ironic tone about government competence.
East-rh6yx
Feb 8, 2026
you went to fuqen brown town (its what torontarians call it)
you went to fuqen brown town (its what torontarians call it)
Makes a joking reference to a Toronto neighborhood nickname associated with Indian immigrants, using casual slang humor.
erankartist
Jan 28, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)