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
i had an old coworker whose US visa ran out so he had to move to canada. i caught up with him and asked him what he thought of canada. his response 'i hate it …
i had an old coworker whose US visa ran out so he had to move to canada. i caught up with him and asked him what he thought of canada. his response 'i hate it here... too many indians" . the funniest part about this whole story is that he is indian himself
Uses ironic anecdote about an Indian person disliking Canada for having too many Indians to satirize demographic anxieties and in-group contradictions.
channelcolton
Jan 27, 2026
Aka Bramladesh.
Aka Bramladesh.
Derogatory nickname combining Brampton with 'Bangladesh,' using sarcasm to mock demographic change.
Nyeo_X
Oct 2, 2025
Cope bitches 😂😂😂
Cope bitches 😂😂😂
Uses dismissive slang and emojis in a sarcastic tone, mocking opposing viewpoints without substantive argument.
Humor / Satire
0.88
abhishekmahanta1112
Jan 28, 2026
Tim Horton's isn't Tim Horton's anymore, it's Taj Mahorton now.
Tim Horton's isn't Tim Horton's anymore, it's Taj Mahorton now.
Satirical wordplay mocking demographic change by renaming Tim Hortons with an Indian-sounding name.
tpp27
Jan 27, 2026
30 days in USA ?!?!? Let the rich suffer a bit !!!😊
30 days in USA ?!?!? Let the rich suffer a bit !!!😊
Uses sarcasm and emoji to joke about wealthy violators facing consequences.
Humor / Satire
0.88
Beto.Canada
Dec 29, 2025
The zoom in on the flip flops 😂
The zoom in on the flip flops 😂
Humorous observation about a specific moment in the video (zoom on flip flops) with laughing emoji.
jenniferglenn14
Mar 1, 2026
8:59 i think uncle must be speaking about himself😂
8:59 i think uncle must be speaking about himself😂
Sarcastic comment about a video subject with laughing emoji, making a joke at someone's expense.
Humor / Satire
0.88
avilegend1
Oct 2, 2025
lol the guy on the bike is a rockstar I would buy him a beer.
lol the guy on the bike is a rockstar I would buy him a beer.
Lighthearted, joking comment praising someone as a 'rockstar' with humorous tone.
San-diego-rippin
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
4:54 “I’m as racist as the next guy” is wild 🫠
4:54 “I’m as racist as the next guy” is wild 🫠
Uses humor and a shocked emoji to sarcastically comment on a statement made in the video, critiquing the speaker's explicit racism.
karebear11111
Jan 27, 2026
"its not called brown town for nothing" LMFAOOOOOOO
"its not called brown town for nothing" LMFAOOOOOOO
Laughing reaction to a quoted phrase from the video, using humor to respond to content about demographic change.
Humor / Satire
0.88
kylemeridith9611
Oct 1, 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
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD
I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
Uses sarcasm and absurdist humor comparing smuggling operations to fast food delivery, with playful tone indicated by emoticons.
Humor / Satire
0.88
LaPtaVerdad
Jan 27, 2026
What's the border of India and Pakistan? Bovaird & Hwy 10 That was a joke.... from the 2000s!
What's the border of India and Pakistan?
Bovaird & Hwy 10
That was a joke.... from the 2000s!
The commenter makes a joke about the India-Pakistan border and explicitly identifies it as humor from the 2000s, using sarcasm and wordplay.
Humor / Satire
0.88
T-Nah
Jan 27, 2026
Lol what a joke of a headline. That's like sinking in a ship and bragging that we're getting rid of a bucket of water a day while simultaniously dumping 12 olympic size swimming pools into …
Lol what a joke of a headline. That's like sinking in a ship and bragging that we're getting rid of a bucket of water a day while simultaniously dumping 12 olympic size swimming pools into the ship...
Uses extended metaphor and sarcasm ('bragging') to mock policy effectiveness, employing hyperbolic comparison for comedic effect.
sachacabezas1066
Jan 2, 2026
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
Are they being kidnapped 😂
Are they being kidnapped 😂
Sarcastic question with laughing emoji mocking the video's content or framing, using ironic commentary.
Humor / Satire
0.88
wjmartensen
Oct 3, 2025
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
He should get cream for the blistering.
He should get cream for the blistering.
Sarcastic joke about the prime minister being verbally attacked or criticized harshly.
Humor / Satire
0.88
@shanethepain1000
Mar 4, 2025
Tim Horton's isn't Tim Horton's anymore, it's Taj Mahorton now.
Tim Horton's isn't Tim Horton's anymore, it's Taj Mahorton now.
Uses wordplay and sarcasm to make a joke about Tim Hortons and demographic change in Canada.
Humor / Satire
0.88
tpp27
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)