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
Don't worry we going to Mars ?
Don't worry we going to Mars ?
Dismissive joke deflecting from the topic with absurdist humor about Mars colonization.
Humor / Satire
0.75
@trecordingshere
Mar 5, 2025
The Republican Party should be renamed the Communist Party.?\nFrom China.
The Republican Party should be renamed the Communist Party.?\nFrom China.
Uses sarcastic renaming as a rhetorical attack, combining humor with ideological criticism.
@台taiwan独泉家泗光光
Mar 5, 2025
You too shall soon kiss the ring
You too shall soon kiss the ring
Cryptic, sarcastic comment using figurative language ('kiss the ring') likely mocking submission or capitulation in a political context.
Humor / Satire
0.75
@Cacocajado
Mar 4, 2025
Trump would eat black face Trudeau for breakfast
Trump would eat black face Trudeau for breakfast
Uses hyperbolic, sarcastic framing comparing political figures in a dismissive, joking manner.
@BrutisGuy-w5g
Mar 5, 2025
Let’s all give up are guns? That should make us safe.
Let’s all give up are guns? That should make us safe.
Uses sarcasm to mock gun control as a safety measure, employing ironic commentary.
Humor / Satire
0.75
@thomashowe5374
Feb 19, 2026
This,is a joke. Trudeau is out next month.???
This,is a joke. Trudeau is out next month.???
Uses sarcasm ('This is a joke') and dismissive tone about Trudeau's political future, mixing satire with political criticism.
@BanditBandit-q5x
Mar 4, 2025
One specific american Donald ??? I liked that brilliant
One specific american Donald ??? I liked that brilliant
Appreciative comment about a specific rhetorical moment, likely praising a pointed reference with ironic or witty undertones.
Humor / Satire
0.75
@steffylvmk89
Mar 5, 2025
We can have only so many derka derka. Me derka derka, OK. But no more derka derka. Logical ..
We can have only so many derka derka. Me derka derka, OK. But no more derka derka.
Logical ..
Uses mock gibberish and sarcasm to mock immigration and cultural difference through offensive stereotyping.
sculpinator14
Jan 27, 2026
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho. Edit: not his fault tho. Just like how its not my fault …
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho.
Edit: not his fault tho. Just like how its not my fault for not being able to run as fast as Bolt, its not his fault for being DENSE(not in the physical sense of course, for he is NOT physically dense, for his mass/volume ratio is low-just like his iq)
Uses sarcasm and ironic commentary with exaggerated insults and a self-aware edit attempting humor through absurdist comparisons.
magickauras
Feb 19, 2026
Thank a liberal near you
Thank a liberal near you
Sarcastic jab at liberal voters/politicians, using ironic gratitude as a vehicle for political criticism.
@andrewmuir3302
Feb 19, 2026
even this idiot became something, whatever that is, because of Trump
even this idiot became something, whatever that is, because of Trump
Uses sarcastic insult ('idiot') and ironic framing to critique Trudeau while invoking Trump comparison.
@elvis3571
Mar 4, 2025
You clowns voted for liberal and want deportation of criminals. Rofl
You clowns voted for liberal and want deportation of criminals. Rofl
Uses sarcastic mockery ('clowns', 'Rofl') to critique voting choices and deportation policy inconsistency.
@headpower999
Feb 19, 2026
Trudeau hi is similar like comedian guy ? no power zero
Trudeau hi is similar like comedian guy ? no power zero
Sarcastically compares Trudeau to a comedian and mocks his power through fragmented, joking language.
Humor / Satire
0.75
@nomchenikoloski7729
Mar 5, 2025
Is this because Trudeau laughed at Ivanka that time?
Is this because Trudeau laughed at Ivanka that time?
Sarcastically suggests a personal grudge (Trudeau laughing at Ivanka) as the cause of tariffs, using ironic humor.
@kommissar.murphy
Mar 5, 2025
Imagine your country being invaded by indians 😂
Imagine your country being invaded by indians 😂
Uses sarcastic framing of immigration as 'invasion' with laughing emoji, blending dark humor with underlying demographic anxiety.
RemDrago
Jan 27, 2026
FCNN and Canada you want some come and get it
FCNN and Canada you want some come and get it
Sarcastic, confrontational tone using humor to mock media outlets and assert Canadian identity/defiance.
@JerryArmstrong-c2s
Mar 4, 2025
Me eating a port of subs sandwich, dang that crazy. Chomp, chomp.
Me eating a port of subs sandwich, dang that crazy. Chomp, chomp.
Playful, absurdist commentary mimicking eating sounds in response to video content.
Humor / Satire
0.75
layneco9545
Jan 27, 2026
American President aata hai ek physically unstable present President mentally unstable president hai , mujhe lagta hai pura america mentally aur physically unstable hai 😂😂😂😂😂😂😂😂 kon sa mal fukte zombie ban jate ho zombie guy😂😂😂😂😂😂
American President aata hai ek physically unstable present President mentally unstable president hai , mujhe lagta hai pura america mentally aur physically unstable hai 😂😂😂😂😂😂😂😂 kon sa mal fukte zombie ban jate ho zombie guy😂😂😂😂😂😂
Uses sarcasm and jokes about American political instability with excessive emoji, comparing nations mockingly.
status.0519
Feb 4, 2026
Donald Trump is America's Putin
Donald Trump is America's Putin
Uses sarcastic comparison equating Trump's America with Putin's Russia through ironic anthem suggestion.
@Bigjonmetal
Mar 4, 2025
4:15 yeah that's you guys shitting and junking around 😂😂😂 can't live without fentanyl right?
4:15 yeah that's you guys shitting and junking around 😂😂😂 can't live without fentanyl right?
Uses sarcasm and joking tone to mock a group, though the underlying stereotype about drug use suggests identity-based framing.
no-Nonsense-tolerated
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)