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
19:22 I’m about to possibly die, but first a word from our sponsor.
19:22 I’m about to possibly die, but first a word from our sponsor.
Satirical joke about video sponsorship interrupting a dramatic moment.
MrBlizzake
Jan 27, 2026
Justin must have been biting his tongue when he said Donald was a smart man! LOL
Justin must have been biting his tongue when he said Donald was a smart man! LOL
Employs sarcasm about Trudeau's diplomatic comments toward Trump, with humorous tone indicated by 'LOL'.
Humor / Satire
0.88
@robertsemple2016
Mar 4, 2025
Congrats on getting bedbugs from that place you slept in
Congrats on getting bedbugs from that place you slept in
Sarcastic jab using dark humor about travel hardships, likely mocking the immigration journey narrative.
Humor / Satire
0.88
blurtblaxter2708
Jan 27, 2026
Maybe scamming someone while driving 😂
Maybe scamming someone while driving 😂
Joking comment with emoji suggesting sarcastic commentary on an unspecified topic.
Humor / Satire
0.88
Regie69969
Jan 27, 2026
Singh Horton's!
Singh Horton's!
Wordplay joke combining political figures' names in a pun format.
Humor / Satire
0.88
shellbacksclub
Feb 20, 2026
تبرز في الحافلة 😂😂😂😂😂😂
تبرز في الحافلة 😂😂😂😂😂😂
Non-English comment with laughing emojis appears to be a crude joke or satirical commentary.
Humor / Satire
0.88
shadymfbi
Mar 1, 2026
I love the bike guy lol
I love the bike guy lol
Lighthearted comment expressing amusement at a specific person featured in the video.
Humor / Satire
0.88
ESÆLLE
Jan 27, 2026
Can America just become Canada’s next territory?
Can America just become Canada’s next territory?
Ironic reversal suggesting America become Canada's territory, using satire to comment on power dynamics and desirability.
@KevinLynchMusic
Mar 4, 2025
What a legend the guy on the bike is 😂😂😂😂
What a legend the guy on the bike is 😂😂😂😂
Lighthearted praise of someone in the video using casual humor and multiple laughing emojis.
Humor / Satire
0.88
T29BSB
Jan 27, 2026
It's Randy's fault. It always is. RANDY.
It's Randy's fault. It always is. RANDY.
Sarcastic blame directed at a specific person (Randy) in an exaggerated manner, likely joking commentary.
Humor / Satire
0.88
bklewis6412
Jan 15, 2026
8:20 that vid with terrible stinky armpits lol
8:20 that vid with terrible stinky armpits lol
Crude joke referencing a specific timestamp in the video with no substantive immigration commentary.
Humor / Satire
0.88
HERNANCAMPOS-u6v
Feb 7, 2026
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Dude goes to an Indian neighborhood and wonders why there are Indians there. He should go to Woodbridge next and ask why there are so many Italians.
Uses sarcastic irony to critique the video creator's apparent surprise at finding ethnic communities in their own neighborhoods, comparing to Italian neighborhoods.
d73gg91
Jan 28, 2026
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
Uses self-deprecating humor and laughter to react to being mentioned in the video, with a brief personal identity claim.
anngatwiri9975
Mar 1, 2026
5:26 What a brave man 😂
5:26 What a brave man 😂
Sarcastic comment with emoji mocking someone in the video as 'brave,' using irony to critique their position.
Humor / Satire
0.88
vincenttop10
Mar 1, 2026
City call center scam 😂
City call center scam 😂
Brief humorous comment about call center scams using laughing emoji, pure comedic commentary.
Humor / Satire
0.88
tuxprod1777
Jan 27, 2026
Donald Chump
Donald Chump
A brief insulting pun on Trump's name, functioning as sarcastic mockery rather than substantive argument.
Humor / Satire
0.88
@professionalboycottservice7872
Mar 4, 2025
Mélanie barely keeping it together as Trudeau calls Trump by his given name = Priceless!
Mélanie barely keeping it together as Trudeau calls Trump by his given name = Priceless!
Uses humor and irony to comment on a moment in the video (Mélanie's reaction), finding entertainment in the interaction.
@LucypherMorningstar
Mar 4, 2025
Trump is NOT smarter than a 5th grader
Trump is NOT smarter than a 5th grader
Sarcastic insult using hyperbolic comparison to mock Trump's intelligence.
Humor / Satire
0.88
@markmontes007
Mar 4, 2025
holy based bicycle man
holy based bicycle man
Slang approval ('based') of a person or idea presented in the video, using casual internet vernacular.
Ryan-fs8fq
Jan 27, 2026
It be funny to go watch trumps speech right after this. Lol
It be funny to go watch trumps speech right after this. Lol
Suggests watching Trump's speech for comedic contrast, using humor to make an implicit political comparison.
Humor / Satire
0.88
@premierproperties240
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)