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
Me coming to hear Trudeau and learning that Canadians want to separate from each other. Now I need to get the tea.
Me coming to hear Trudeau and learning that Canadians want to separate from each other. Now I need to get the tea.
Uses ironic humor to comment on internal Canadian divisions revealed during Trudeau's speech.
@NGHealthCoach
Mar 5, 2025
In other news: _Tyler has just been added to pjeet’s most wanted list._
In other news:
_Tyler has just been added to pjeet’s most wanted list._
Uses sarcasm and ironic commentary with a made-up news format to mock the discussion.
Humor / Satire
0.85
Rick_Rolld
Jan 29, 2026
DJT got owned there
DJT got owned there
Brief sarcastic or mocking comment suggesting Trump was defeated or embarrassed in an exchange.
Humor / Satire
0.85
@smallakam7310
Mar 5, 2025
It's the war of 1812 all over again! And canada beat us that time too! XD
It's the war of 1812 all over again! And canada beat us that time too! XD
Uses historical reference and joking tone (XD) to humorously compare current events to the War of 1812, with comparative framing between Canada and the US.
@LakeLee-r1g
Mar 5, 2025
Blah blah blah b?Blah blah blah ??
Blah blah blah b?Blah blah blah ??
Dismissive nonsense phrase used sarcastically to mock or trivialize the preceding discussion.
Humor / Satire
0.85
@noahacero6742
Mar 5, 2025
Could be worse… they could have Somalians instead of Indians….😂
Could be worse… they could have Somalians instead of Indians….😂
Uses comparative ethnic ranking with emoji to make a joke, combining humor with implicit ethnic hierarchy.
faithsmith197
Jan 28, 2026
The guy is a joker.. this conference sounds like a spurned lover unable to contact his love interest so making a message for her to see
The guy is a joker.. this conference sounds like a spurned lover unable to contact his love interest so making a message for her to see
Uses sarcastic metaphor comparing the speaker to a spurned lover, employing ironic commentary on the speech.
Humor / Satire
0.85
@LS-ql4wp
Mar 4, 2025
I thought he was gonna start rapping for a sec
I thought he was gonna start rapping for a sec
Makes a joking observation about the speaker's delivery style, treating the video content humorously rather than engaging with substantive content.
@manuel3hernandez
Mar 4, 2025
Dumb Americans. Drumpf is peeling his people like potatoes
Dumb Americans. Drumpf is peeling his people like potatoes
Uses sarcastic insult and crude metaphor to mock American political leadership in humorous tone.
Humor / Satire
0.85
@nathanwakeman3138
Mar 5, 2025
The fat guy on the bike REALLY hates black people😂
The fat guy on the bike REALLY hates black people😂
Makes a joking observation about a person featured in the video with a laughing emoji.
zxcv010
Jan 28, 2026
Oh no! Canada has always been so faithful to US!
Oh no! Canada has always been so faithful to US!
Uses ironic tone to comment on Canada's historical loyalty to the US, suggesting skepticism about that characterization.
Humor / Satire
0.85
@joannakimball2024
Mar 5, 2025
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Uses sarcasm and emojis to mock voter behavior and government policy, combining ironic commentary with political criticism.
justinzacharias32
Jan 29, 2026
4:51 "im as racist as the next guy.." hahah 😂😂😂
4:51 "im as racist as the next guy.." hahah 😂😂😂
Laughing at a quote from the video where someone admits to racism, using humor/irony to comment on the video content.
johnnybacon8675
Jan 29, 2026
15:49 oh no! He called him Donald! Run Donald! Ruuuuunnn!!!!!!! ??
15:49 oh no! He called him Donald! Run Donald! Ruuuuunnn!!!!!!! ??
Mocking commentary on a video moment, using exaggerated dramatic language and emojis for comedic effect.
@The-VoiceofReason
Mar 4, 2025
Trump is the sickest ????
Trump is the sickest ????
Brief dismissive statement with emoji expressing sarcastic criticism of Trump through exaggeration.
Humor / Satire
0.85
@nappa4eva
Mar 5, 2025
In terms MAGA folks can understand:\nCanadians good! ?\nAmericans bad! ?
In terms MAGA folks can understand:\nCanadians good! ?\nAmericans bad! ?
Uses ironic, simplified framing ('in terms MAGA folks can understand') to satirize political polarization and comparative national attitudes.
@Boodschap
Mar 4, 2025
18:41. ABORT!! ABORT!! ABORT!!🤣🤣
18:41. ABORT!! ABORT!! ABORT!!🤣🤣
Comment uses exaggerated alarm and laughter emojis to react to a video timestamp, employing comedic tone rather than serious discourse.
Humor / Satire
0.85
IRONLUNG5-vs7tf
Jan 27, 2026
Save us!\n- Your downstairs crack house neighbor.
Save us!\n- Your downstairs crack house neighbor.
Self-deprecating joke about Canada as a 'downstairs crack house neighbor,' using sarcasm and irony to comment on the situation.
Humor / Satire
0.85
@jessefowler2733
Mar 5, 2025
Sorry there is no incoherent ramblings on this speech so it must be false news. Who is this person who speaks straight and to facts … clearly a danger to making America great.
Sorry there is no incoherent ramblings on this speech so it must be false news. Who is this person who speaks straight and to facts … clearly a danger to making America great.
Sarcastic commentary inverting expectations—praising coherence and facts while sarcastically framing them as dangerous, mocking political discourse.
Humor / Satire
0.85
@TheAstrologicalBuddhist
Mar 5, 2025
Sooooo scary..the mighty justin is angry
Sooooo scary..the mighty justin is angry
Mocking commentary using sarcasm ('mighty justin is angry') to dismiss Canadian political response as ineffectual.
Humor / Satire
0.85
@sanh595
Mar 5, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)