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
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Humor / Satire
4,434 comments
USA are dead. Please rename to Western States of Russia.
USA are dead. Please rename to Western States of Russia.
Uses hyperbolic sarcasm and ironic renaming to critique political situation, blending satire with threat anxiety.
@elvital1742
Mar 4, 2025
Guy on the bike is so real lmao
Guy on the bike is so real lmao
Casual, approving comment using 'lmao' to express amusement at someone's behavior shown in the video.
Humor / Satire
0.75
Bambi72997
Jan 27, 2026
What a fusing idiot
What a fusing idiot
Uses crude sarcasm and name-calling ('fusing idiot') to mock someone, employing humor/insult as commentary.
Humor / Satire
0.75
@gabriellondondo8155
Mar 4, 2025
Globalist Trudeau on the ropes. Delicious ?
Globalist Trudeau on the ropes. Delicious ?
Uses sarcastic tone ('Delicious') and dismissive framing of Trudeau as a 'Globalist,' combining satire with identity-based criticism.
@RetroGamesCollector
Mar 4, 2025
Now next time ask Red Indians how they feel about America 😂😂
Now next time ask Red Indians how they feel about America 😂😂
Sarcastic suggestion to ask Indigenous peoples about America, using humor to critique the video's framing.
DanteDMC21
Feb 10, 2026
Have rickshaw in Canada??
Have rickshaw in Canada??
Sarcastic question about rickshaws in Canada, using humor to mock or comment on cultural differences.
Humor / Satire
0.75
LoLaCashew
Feb 6, 2026
PLEASE, SIR, DO NOT REDEEM THE CARD
PLEASE, SIR, DO NOT REDEEM THE CARD
Appears to be a cryptic joke or reference unrelated to immigration content, possibly mocking the video or comments.
HappySmilingDog-d7u
Jan 27, 2026
Happiness is a hard shit, just not on the bus.
Happiness is a hard shit, just not on the bus.
Cryptic joke or sarcastic commentary using crude humor, likely referencing transit or social situations.
Humor / Satire
0.75
hongolloyd8728
Jan 27, 2026
I got arrested for watching the bike guy bro be careful
I got arrested for watching the bike guy bro be careful
A joking/sarcastic comment about the video content using exaggeration for comedic effect.
VickieFelton-d4s
Feb 9, 2026
Benedictions by Trudeau
Benedictions by Trudeau
Cryptic comment appears to be sarcastic wordplay referencing the Prime Minister in relation to immigration policy.
Humor / Satire
0.75
dwheeUSA
Jan 27, 2026
Singh hortons
Singh hortons
Cryptic phrase combining a political name with a brand name, likely satirical wordplay or inside joke.
Humor / Satire
0.75
Ezsniper443
Jan 27, 2026
Straight Outta Brampton.
Straight Outta Brampton.
Playful reference to Brampton using a meme format ('Straight Outta'), employing humor to comment on the city mentioned in the video.
Humor / Satire
0.75
andersuberman683
Jan 27, 2026
Americans choose a crazy trumpet
Americans choose a crazy trumpet
Sarcastic/humorous criticism of American voters using wordplay ('trumpet' for Trump), employing ironic commentary.
Humor / Satire
0.75
@nizarhamsa
Mar 4, 2025
DONT THREATEN US BUKO OR WE' LL RAISE IT TO 60 PERCENT YA HEARD! ?
DONT THREATEN US BUKO OR WE' LL RAISE IT TO 60 PERCENT YA HEARD! ?
Uses sarcastic, joking tone with exaggerated threat language to mock Trump's tariff threats humorously.
@exin7778
Mar 4, 2025
5:22 BAAASED
5:22 BAAASED
Comment uses internet slang ('BAAASED') to humorously react to a specific video moment.
landonkrollins
Jan 27, 2026
This guy got human trafficked for a youtube video. What a chad
This guy got human trafficked for a youtube video. What a chad
Sarcastic comment about the video subject, using ironic praise ('chad') to mock the situation depicted.
medkittherapper4536
Jan 27, 2026
I see the problem, Canadians are just too nice bruhh like how are they this patient?
I see the problem, Canadians are just too nice bruhh like how are they this patient?
Uses ironic humor to characterize Canadians as overly patient/nice, with a casual tone suggesting satirical commentary on national character.
Mechadori
Feb 9, 2026
Canada please annex the US West Coast stares. We love you!
Canada please annex the US West Coast stares. We love you!
Jocular suggestion to annex US territory, expressing solidarity with Canada through ironic humor.
@gregdoyle6367
Mar 4, 2025
That guy on the bike lol
That guy on the bike lol
Brief humorous observation about a person visible in the video, using casual tone and laughter indicator.
Humor / Satire
0.75
dancehallmojomusicreviews5884
Jan 27, 2026
yes🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣😂
yes🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣😂
Laughing emojis suggest agreement or amusement with video content, likely reacting humorously to something shown.
Humor / Satire
0.75
yuperr557
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)