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
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
Ethnic joke using wordplay ('Singh hortons') and crude humor to mock a particular group, presented as satire.
9juwn
Jan 27, 2026
*Replacement theory is fake!* 😂😂😂
*Replacement theory is fake!* 😂😂😂
Uses sarcasm and laughing emojis to mock the concept of replacement theory, employing ironic commentary.
Humor / Satire
0.85
ProduccionesMisael
Jan 27, 2026
Charging the federal govt of Canada for "moral damages"? LMAO. Where do I line up?
Charging the federal govt of Canada for "moral damages"? LMAO. Where do I line up?
Mocking response to the concept of charging the government for 'moral damages,' using sarcasm and irony.
janetkoster6243
Feb 11, 2026
happy poop festival Canada 🥰
happy poop festival Canada 🥰
Sarcastic/ironic commentary using crude humor to mock Canada or the immigration discussion.
Humor / Satire
0.85
homina.homina
Jan 27, 2026
Guy on the bike was EPIC hahahahhaha lordt 😂
Guy on the bike was EPIC hahahahhaha lordt 😂
Expresses amusement and approval of a video participant through laughter and casual commentary, treating the content as entertainment.
rainnnnnn372
Feb 5, 2026
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Uses sarcastic, joking tone comparing American and Canadian driving habits with exaggerated claims about instinct versus signals.
watchinvidzwatchinvidz7691
Feb 5, 2026
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
Uses ironic humor to critique historical hypocrisy of European colonization while commenting on current immigration debates.
ashesofhopesinabonfireofdr6341
Feb 5, 2026
Hahaha the guy in the safety vest jus spiting facts.
Hahaha the guy in the safety vest jus spiting facts.
Uses humor and sarcasm ('spitting facts') to react to someone in the video.
rollinolan502
Feb 5, 2026
Singh Hortons
Singh Hortons
A play on 'Tim Hortons' using 'Singh' to make a joke about Indian immigration to Canada.
Humor / Satire
0.85
Mittens_fpv
Jan 27, 2026
Come to Australia next and report on our Indian problem 😂
Come to Australia next and report on our Indian problem 😂
Uses sarcastic emoji and comparative framing to joke about extending the video's topic to Australia, employing ironic tone.
ServoBum
Feb 10, 2026
2:15 he aint going anywhere lol🤣🤣
2:15 he aint going anywhere lol🤣🤣
The comment uses laughter emojis and casual dismissal ('aint going anywhere lol') as humorous commentary on the video content.
Humor / Satire
0.85
shibin5362
Feb 10, 2026
Eating poop? Who eats that, is this guy a madman?
Eating poop? Who eats that, is this guy a madman?
Appears to be sarcastic or absurdist commentary questioning the video content with exaggerated language.
desikahaniyaan475
Feb 9, 2026
5:26 This Guy Is 🤣
5:26 This Guy Is
🤣
Laughing emoji reaction to a video timestamp, expressing amusement at content rather than substantive engagement.
Clarityinlife335
Feb 11, 2026
Would you like flies with your donut?😅😅😅
Would you like flies with your donut?😅😅😅
A sarcastic joke using wordplay ('flies with your donut') to mock the video's content about immigration issues.
Humor / Satire
0.85
iamwesterncanadian570
Feb 10, 2026
Lol Tyler picking on India again, bout to piss off 1.7 billion people.
Lol Tyler picking on India again, bout to piss off 1.7 billion people.
Uses ironic humor to comment on the video creator's pattern of content while joking about potential backlash.
CcubedCast
Jan 27, 2026
Dude with the bike was saying what everyone’s thinking 😂
Dude with the bike was saying what everyone’s thinking 😂
Uses humor and emoji to express agreement with an unspecified statement, suggesting ironic commentary on shared sentiment.
Bruhstacean
Jan 27, 2026
Native Canadian 😅😅😅
Native Canadian 😅😅😅
Uses ironic laughter to mock the concept of 'Native Canadian,' likely commenting on immigration or settler colonial history.
Humor / Satire
0.85
hanjikioina6496
Feb 10, 2026
You know, I said I wasn't going to drink tonight. I need a beer.
You know, I said I wasn't going to drink tonight. I need a beer.
A joking comment using exaggeration and irony to express stress about the video content.
Humor / Satire
0.85
NotABotThereforeBanned
Feb 10, 2026
I love how you have to pay thousands of dollars to get smuggled across each country when it cost less to get a passport 😂
I love how you have to pay thousands of dollars to get smuggled across each country when it cost less to get a passport 😂
Uses ironic humor and emoji to mock the illogical economics of human smuggling versus legal immigration pathways.
Humor / Satire
0.85
Cosgaming1217
Feb 11, 2026
у этого парня просто стальные яйца
у этого парня просто стальные яйца
Russian slang expression ('steel balls') used as colloquial praise/admiration, functioning as informal commentary rather than substantive argument.
Humor / Satire
0.85
vik_c7
Feb 10, 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)