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
The guy with the bike is hilarious! 😂
The guy with the bike is hilarious! 😂
Expresses amusement at a person featured in the video, using humor to comment on video content.
STIMPYYT
Jan 27, 2026
Greatest country on earth😂
Greatest country on earth😂
Uses sarcasm (laughing emoji) to ironically praise Canada, likely critiquing the country's current state.
Humor / Satire
0.85
daru25able
Feb 22, 2026
Cut off the electricity to the states, he can't sign any excutive orders in the dark ?
Cut off the electricity to the states, he can't sign any excutive orders in the dark ?
Absurdist joke suggesting cutting off electricity to prevent executive orders, clearly satirical rather than serious proposal.
Humor / Satire
0.85
@gchriskonrath09
Mar 4, 2025
Sneaking into the greatest country on Earth? LMFAO
Sneaking into the greatest country on Earth? LMFAO
Sarcastic joke about Canada being 'the greatest country' while mocking illegal immigration, combining humor with nationalist framing.
HawttGarbage
Feb 17, 2026
may God forgive me for this thought, Canadian Bacon the movie part 2. ( The Trump Card) lol It writes itself and I already hate it before it even exist. I'm sure John candy wouldn't …
may God forgive me for this thought, Canadian Bacon the movie part 2. ( The Trump Card) lol It writes itself and I already hate it before it even exist. I'm sure John candy wouldn't want anything to do with it.
Joking reference to Canadian Bacon movie, using irony and pop culture satire about Canada-US tensions.
Humor / Satire
0.85
@kaptainkmann7808
Mar 4, 2025
They're all busy taking business calls 😂😂😂😂
They're all busy taking business calls 😂😂😂😂
Lighthearted joke about immigrants being busy with work calls, using humor without explicit hostility or stereotyping.
Humor / Satire
0.85
triclaw2010
Jan 27, 2026
“Even though you’re a very smart guy” rofl
“Even though you’re a very smart guy” rofl
Sarcastic commentary mocking a compliment given in the video, indicated by 'rofl' (laughing).
Humor / Satire
0.85
@Lonegunman9999
Mar 4, 2025
It would be better to join the United States of America. 😂😂😂
It would be better to join the United States of America. 😂😂😂
Ironic suggestion that Canada should join the US, marked by laughing emojis indicating sarcastic intent.
Humor / Satire
0.85
Bill-vo1wn
Dec 10, 2025
Please annex Minnesota, Canada.
Please annex Minnesota, Canada.
Joking request for territorial annexation, using satire to express political sentiment humorously.
Humor / Satire
0.85
@carinsvoice
Mar 4, 2025
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
First group of people on Tyler’s channel that didn’t invoke violence 😂😂 Indians are just more so a fruit fly to society
First group of people on Tyler’s channel that didn’t invoke violence 😂😂 Indians are just more so a fruit fly to society
Sarcastic comparison using dehumanizing metaphor, attempting dark humor about ethnic groups.
UnveilMatrix
Jan 27, 2026
illiteracy was very evident even before he became president. Ours is polite. lol
illiteracy was very evident even before he became president. Ours is polite. lol
Sarcastic comparison of Trump's intelligence to Trudeau's politeness, using irony to critique Trump.
@Calafi777
Mar 4, 2025
Who would have thought that electing Trump could cause the whole world's economy to crash. Look at Trump's business record and there is no way that he would blunder us into a bankruptcy. Just don't …
Who would have thought that electing Trump could cause the whole world's economy to crash. Look at Trump's business record and there is no way that he would blunder us into a bankruptcy. Just don't look into his casinos, university or airline business to name a few.
Uses ironic sarcasm ('Just don't look into his casinos, university or airline business') to critique Trump's business record and economic competence.
@seaturtledog
Mar 4, 2025
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
Otherwise know as the flip flop express
Otherwise know as the flip flop express
Uses sarcastic nickname ('flip flop express') to mock government policy inconsistency with ironic tone.
4loops43
Nov 23, 2025
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
Love the way Trudeau simplified his language when speaking to Trump so that he could understand better. Bravo
Love the way Trudeau simplified his language when speaking to Trump so that he could understand better. Bravo
Uses ironic praise to mock Trump's intelligence level through commentary on Trudeau's communication strategy.
@pang843
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)