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
Africans were just chilling and then boooom😂
Africans were just chilling and then boooom😂
Joking commentary using emoji and casual phrasing to make light of a topic.
Humor / Satire
0.88
militarypower846
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
It is obrigado, not abrigado 😂😂😂
It is obrigado, not abrigado 😂😂😂
Lighthearted correction of a Portuguese word pronunciation with laughing emojis, unrelated to immigration substance.
adelaideandrade6670
Mar 2, 2026
Call Trump😂
Call Trump😂
Joking reference to Trump as solution, using humor to express political sentiment about immigration.
Humor / Satire
0.88
Old_School_Country
Jan 27, 2026
Talking directly to Trump only works if one uses small words and \napproach it as if speaking to a 4 year old.
Talking directly to Trump only works if one uses small words and \napproach it as if speaking to a 4 year old.
Sarcastic joke about communicating with Trump using simple language, mocking his intelligence.
Humor / Satire
0.88
@karl-niclas_burner
Mar 4, 2025
Imagine the Aliens are watching us from space like let’s enjoy the show. The simpsons predicted it ?
Imagine the Aliens are watching us from space like let’s enjoy the show. The simpsons predicted it ?
Makes a joking, detached observation about world events using pop culture reference.
@mysticpapiknows
Mar 4, 2025
Imagine how us natives feel haha
Imagine how us natives feel haha
Ironic commentary using humor to highlight Indigenous perspective on settler immigration complaints.
StewartYatchotay-ur8qh
Sep 10, 2025
The whole time we worried about the southern border when the northern border was the issue 😂
The whole time we worried about the southern border when the northern border was the issue 😂
Ironic joke suggesting Canada's northern border (with the US) is overlooked compared to southern concerns, using humor to make a point.
MrJol420
Jan 28, 2026
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
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
😂😂😂 wh ite people in decline is so hilarious 😂
😂😂😂 wh ite people in decline is so hilarious 😂
Uses laughing emojis and sarcastic tone to mock demographic decline of white people as humorous commentary.
Humor / Satire
0.88
PurpleDoritos666
Oct 11, 2025
14:41 wtf is that bro 😂😂😂 the little tuktuk on the highway 😂
14:41 wtf is that bro 😂😂😂 the little tuktuk on the highway 😂
Humorous reaction to a specific moment in the video (timestamp 14:41) with laughing emojis, commenting on an unusual vehicle sighting.
SirClippens
Jan 27, 2026
I’m afraid Trump might not understand what PM Trudeau’s message was. The English he used was a bit too complex. He didn’t say “good”, “not good” and “bad” enough.
I’m afraid Trump might not understand what PM Trudeau’s message was. The English he used was a bit too complex. He didn’t say “good”, “not good” and “bad” enough.
Uses ironic satire to mock Trump's intelligence by suggesting Trudeau's English was too complex for him to understand.
Humor / Satire
0.88
@Sigurddragonmaster
Mar 4, 2025
BRO COME TO SURREY! its just as bad!
BRO COME TO SURREY!
its just as bad!
Jokingly suggests another Canadian city has similar problems, using casual humor to comment on urban conditions.
Humor / Satire
0.88
Zdarthpuma92
Jan 28, 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
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Joking commentary about a specific moment in the video using Batman reference and laughing emoji.
justyouraveragehonky
Jan 27, 2026
I like the how the shirtless guy is complaining about his neighbors walking around naked in their house. Lead by example and put on a shirt.
I like the how the shirtless guy is complaining about his neighbors walking around naked in their house. Lead by example and put on a shirt.
Uses ironic commentary pointing out the hypocrisy of someone complaining about neighbors' behavior while engaging in similar conduct.
Humor / Satire
0.88
JakeJ.-yi1du
Sep 19, 2025
4:50 that guy on the bike totally described my doctor appointment but he was standing in the deli line
4:50 that guy on the bike totally described my doctor appointment but he was standing in the deli line
Humorous anecdote comparing a video scene to a personal experience, using ironic commentary about everyday situations.
Humor / Satire
0.88
xgravityx0812
Jan 29, 2026
Who woulda thought by allowing immigration from the land of the scammer might provide you with....some scammers? Derp
Who woulda thought by allowing immigration from the land of the scammer might provide you with....some scammers? Derp
Uses sarcasm and ironic commentary ('Derp') to mock the idea that immigration from certain regions would produce scammers.
EasyThere
Sep 29, 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
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)