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
Your fired.. soon to be 51st state
Your fired.. soon to be 51st state
Uses sarcastic/joking tone with a pun ('fired') and satirical reference to territorial annexation.
@krockjamoney
Mar 4, 2025
I hope America doesnt buy Canada. They can stay over there. We American Indians dont want them here 😂
I hope America doesnt buy Canada. They can stay over there. We American Indians dont want them here 😂
Uses joking tone and emoji to make a satirical comment about American territorial expansion, while asserting Native American identity.
ZiggiRai-p5j
Feb 8, 2026
What a W ⚓️
What a W ⚓️
Casual slang expression ('What a W') with emoji suggests ironic or joking commentary rather than substantive engagement.
Humor / Satire
0.75
@jadesmith6823
Mar 4, 2025
Yeah trump is scared????, CNN is such a loser
Yeah trump is scared????, CNN is such a loser
Sarcastic comment dismissing Trump's confidence while making a jab at CNN, using ironic tone.
@OuterSpace-m1x
Mar 4, 2025
Tey also show u a ctr finger😂😂😂
Tey also show u a ctr finger😂😂😂
Joking comment with laughing emojis about a gesture shown in the video.
Humor / Satire
0.75
RoslanMohdYusoff
Jan 27, 2026
I thought he resigned? Oh wait...
I thought he resigned? Oh wait...
Sarcastic comment questioning a resignation claim, using ironic tone to critique the subject's narrative.
@andrewkeesays
Mar 4, 2025
Trump made him popular I never knew who he was or even the president of Canada until trump ❤ Canada have mercy that trump for history education lesson cause I know ain't nobody know how …
Trump made him popular I never knew who he was or even the president of Canada until trump ❤ Canada have mercy that trump for history education lesson cause I know ain't nobody know how much insight Canada ?? has on American ?? supply
Uses ironic, rambling commentary about Trump's role in raising awareness of Canadian politics, with sarcastic tone about international relations.
@empresslocdoctor6328
Mar 4, 2025
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, …
That guy with the reflector jacket is dumb as a bicker of dead shrimp.
So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂.
Foreigners, please go to USA, Canada, Europe etc and claim what these whit colonizing bastards stole from ur ancestors and land to build theirs. 😂😂😂
Please rush to claim and kick them out 😂😂😂
Uhmm, who said America is the greatest country in the world?😂😂😂
Shit hole that place. Oh wait, they steal and plunder from others for money and wealth. White people in power I tell u😂😂😂😂
Uses sarcasm and ironic humor throughout (laughing emojis, exaggerated claims) while making identity-based critiques of Western colonialism and racial dynamics.
khalidedros743
Jan 27, 2026
2:25 Then tell them to go to Punjab lol a great example by the host!
2:25 Then tell them to go to Punjab lol a great example by the host!
References a specific timestamp and makes a sarcastic joke about the host's suggestion to go to Punjab.
emilyannagarrett196
Feb 8, 2026
Justin does tough guy.
Justin does tough guy.
Brief sarcastic jab at Justin Trudeau's public persona, using ironic tone typical of satirical commentary.
Humor / Satire
0.75
@agecoochek-bo2qr
Mar 4, 2025
Justin you are being very generous. Donald is NOT a smart guy. ??
Justin you are being very generous. Donald is NOT a smart guy. ??
Mocking personal insult with emoji, using sarcasm to criticize a political figure's intelligence.
@kikithompson7754
Mar 4, 2025
Basically, Trudeau is saying don't get mad...get even.
Basically, Trudeau is saying don't get mad...get even.
Sarcastic interpretation of Trudeau's speech, presenting a humorous reframing of his message.
Humor / Satire
0.75
@garnetmitchell1883
Mar 4, 2025
Great job trump!! What an asshole
Great job trump!! What an asshole
Sarcastic praise of Trump followed by insult, using ironic contradiction for comedic effect.
Humor / Satire
0.75
@VictorMartinez-co3ds
Mar 4, 2025
What ever Trump touches it turns to dust & ashes.
What ever Trump touches it turns to dust & ashes.
Uses hyperbolic, sarcastic language about Trump's impact, employing metaphorical language typical of satirical commentary.
@gravessatownley6468
Mar 4, 2025
Governor Trudeau, you go girl.
Governor Trudeau, you go girl.
Uses playful sarcasm by calling Trudeau 'Governor' and 'girl' in a supportive but tongue-in-cheek manner.
@Caesar_Himself
Mar 4, 2025
drump and the us population anally violated by this man lol
drump and the us population anally violated by this man lol
Uses crude sarcasm and exaggeration ('anally violated') as ironic commentary on political figures.
Humor / Satire
0.75
@gamegoof
Mar 4, 2025
Who is this Governor TrueDope anyway?
Who is this Governor TrueDope anyway?
Mocking rhetorical question using derogatory nickname, combining sarcasm with commentary on the speaker's identity.
@neighborbob3043
Mar 4, 2025
Poor Justine!
Poor Justine!
Brief sarcastic comment expressing sympathy for Trudeau through ironic tone ('Poor Justine').
Humor / Satire
0.75
@BeholdMyStrength
Mar 4, 2025
Lol this dude is fake af
Lol this dude is fake af
Brief dismissive comment with casual tone suggesting the speaker is inauthentic.
Humor / Satire
0.75
@kylesawkon4074
Mar 4, 2025
WE AIN'T NEVA SCARED!!!
WE AIN'T NEVA SCARED!!!
Exclamatory phrase using colloquial slang in a celebratory/ironic tone, likely referencing a song or meme format.
Humor / Satire
0.75
@elmoduran2554
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)