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
cant wait what lie will Trump made up as reaction
cant wait what lie will Trump made up as reaction
Sarcastic comment using irony to critique Trump's statements and credibility.
@r6201sk
Mar 4, 2025
Like this comment if it comforts you to imagine Trump, Elon, JD, Steve Miller and Steve Bannon inside Airforce 1 as it explodes high in the air.
Like this comment if it comforts you to imagine Trump, Elon, JD, Steve Miller and Steve Bannon inside Airforce 1 as it explodes high in the air.
Uses dark humor and sarcasm to mock Trump administration officials through an absurdist scenario.
Humor / Satire
0.85
@ryangalvatron4451
Mar 4, 2025
Fuck not even Indians like Indians 😂😂
Fuck not even Indians like Indians 😂😂
Joking observation about intra-community tensions using crude humor and emoji, satirizing ethnic stereotypes.
nocopyrightstreammusic2886
Jan 28, 2026
Minnesota season 2
Minnesota season 2
Brief sarcastic reference comparing Canada's immigration situation to a TV show season, using ironic commentary.
Humor / Satire
0.85
latom9909
Jan 27, 2026
I love how you would keep cutting back to the guy on the bike and he would contradict everything the indians were saying 😂😂😂
I love how you would keep cutting back to the guy on the bike and he would contradict everything the indians were saying 😂😂😂
Uses humor and laughter emojis to mock the video's editing and the contradictions between subjects, with meta-commentary on the video itself.
Redpillshill
Jan 28, 2026
Trump’s just upset because Melania thinks he’s hot
Trump’s just upset because Melania thinks he’s hot
Sarcastic, off-topic joke about Trump and Melania unrelated to the immigration policy discussion.
Humor / Satire
0.85
@Enthusiasmisgood
Mar 4, 2025
The guy on the bike told no lies.😂
The guy on the bike told no lies.😂
Lighthearted agreement with someone in the video using emoji to signal joking tone.
Humor / Satire
0.85
jigar1p
Jan 28, 2026
😂😂bad A ss😂😂 recist
😂😂bad A ss😂😂 recist
Uses emojis and casual language to mock or joke about content, with accusation of racism presented in humorous tone.
Humor / Satire
0.85
pakbaz5736
Feb 24, 2026
Seriously greatest country on earth 😂 nice joke
Seriously greatest country on earth 😂 nice joke
Uses sarcasm and irony ('greatest country on earth 😂 nice joke') to mock or critique Canada's status or policies.
TheViki009
Jan 28, 2026
Naw the nigga on the bike got it bruh 😂😂😂😂😂 but he kept it hot tho so respect
Naw the nigga on the bike got it bruh 😂😂😂😂😂 but he kept it hot tho so respect
Comment uses casual humor and laughter emojis to react to someone's statement in the video.
Humor / Satire
0.85
carloszavala37
Jan 28, 2026
Jokes on Canada. The US doesn't make anything
Jokes on Canada. The US doesn't make anything
Sarcastic joke comparing US and Canadian manufacturing capacity with ironic tone.
@christophergolla775
Mar 4, 2025
Canadian used to blame Chinese for invasion and voila it's Inada now😂
Canadian used to blame Chinese for invasion and voila it's Inada now😂
Uses sarcasm and emoji to mock the shifting target of demographic blame, comparing past Chinese immigration concerns to current Indian immigration discourse.
hjjiang7766
Jan 28, 2026
The guy on the bike is my spirit animal
The guy on the bike is my spirit animal
Casual, joking reference to someone as a 'spirit animal' is lighthearted commentary unrelated to substantive immigration discourse.
Humor / Satire
0.85
0hn0haha
Feb 25, 2026
trump's setting himself up for a very late term abortion
trump's setting himself up for a very late term abortion
Uses dark humor and sarcasm to critique Trump through a provocative metaphorical comparison.
Humor / Satire
0.85
@blakeclark5898
Mar 4, 2025
If you’re really quiet you can hear the champagne corks popping in the Kremlin.
If you’re really quiet you can hear the champagne corks popping in the Kremlin.
Uses ironic, sarcastic imagery (Kremlin champagne) to mock geopolitical implications, employing dark humor.
Humor / Satire
0.85
@red_donut5894
Mar 4, 2025
Great job MAGA, fools
Great job MAGA, fools
Uses sarcasm ('Great job MAGA, fools') to mock Trump supporters and his policies.
Humor / Satire
0.85
@BirdSong_01
Mar 4, 2025
Good job Trump. You did it! You made yourself out to be even more of a joke! You can quit now! :D
Good job Trump. You did it! You made yourself out to be even more of a joke! You can quit now! :D
Sarcastic mockery of Trump's actions with ironic tone ('Good job') and emoji indicating comedic intent.
@1337Higgins
Mar 4, 2025
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
Uses sarcastic comparison between TDS (Trump Derangement Syndrome) and LGBT identity to mock Canadian inclusivity, employing ironic commentary.
Haiticast
Jan 27, 2026
The guy on the bike needs his own show
The guy on the bike needs his own show
Light-hearted joke suggesting the person on the bike deserves their own television show, using humor rather than making substantive claims.
Humor / Satire
0.85
NewEnglandkevinfaure
Jan 27, 2026
Canada becomes Kannada hahaha
Canada becomes Kannada hahaha
Makes a pun conflating 'Canada' with 'Kannada' (South Indian language), using wordplay for comedic effect.
Humor / Satire
0.85
arestoaresto5299
Feb 25, 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)