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
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
Inside Canada's European Invasion - oh wait - colonialism.
Inside Canada's European Invasion - oh wait - colonialism.
Uses ironic wordplay ('European Invasion' vs. 'colonialism') to satirize the contradiction between how European settlement and current immigration are framed.
WalterFreedman
Feb 23, 2026
I'm sure some African guy fucked that cyclist's wife. 🤣🤣🤣
I'm sure some African guy fucked that cyclist's wife. 🤣🤣🤣
Crude joke using racial/ethnic stereotypes and sexual innuendo presented as humor.
HoLeeSheet94
Feb 23, 2026
7:01 Donald remélem megértette ezen az általános iskolás szinten elhangzott pár mondatot. Köszönöm Trudeau miniszterelnök úrnak.
7:01 Donald remélem megértette ezen az általános iskolás szinten elhangzott pár mondatot. Köszönöm Trudeau miniszterelnök úrnak.
Written in Hungarian, the comment sarcastically suggests Trump may not understand simple statements, using ironic tone to critique his intelligence.
Humor / Satire
0.75
@gaborgabor136
Mar 4, 2025
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
Get em😂 outa here canaindia😂
Get em😂 outa here canaindia😂
Uses sarcasm and wordplay ('canaindia') to mock or comment on Indian-Canadian identity and presence.
J-JHandyman-Deliveries.
Jan 27, 2026
FINALLY! Homie went to BRAMLADESH!
FINALLY! Homie went to BRAMLADESH!
Casual, joking reference to someone going to Bangladesh, using slang ('Homie') and exclamation to mock or humorously comment on the video content.
Downsider24
Jan 27, 2026
Lmao even indians acknowledge the uncontrolled indian population in canada
Lmao even indians acknowledge the uncontrolled indian population in canada
Uses sarcastic tone ('Lmao') to mock Indian acknowledgment of high Indian population in Canada, combining humor with demographic concern.
ari-h4g5c
Jan 27, 2026
Nice move PM Trudeau! I think Trump is under the influence of Fentanyl. Just like our former president DU30.
Nice move PM Trudeau! I think Trump is under the influence of Fentanyl. Just like our former president DU30.
Uses sarcasm and absurdist comparison (fentanyl influence) to mock Trump, with a comparative reference to another leader.
@olben68
Mar 4, 2025
Go Indians invade Canada and whole uk😂❤we should take back all
Go Indians invade Canada and whole uk😂❤we should take back all
Uses sarcastic tone with emoji to mock the idea of Indian immigration invasion, employing ironic commentary.
oooyyeaahhh1205
Feb 12, 2026
India declared independence from the British Empire. Go back to India and celebrate and eat nice food🥳
India declared independence from the British Empire. Go back to India and celebrate and eat nice food🥳
Uses ironic/sarcastic tone suggesting Indians should leave Canada to celebrate independence in India, mixing humor with a pointed message.
NoahM-c6u
Jan 27, 2026
Onions soon be leaving 😂
Onions soon be leaving 😂
Joking reference to onions (likely wordplay on 'ones' or cultural stereotype) with emoji suggesting lighthearted mockery.
Humor / Satire
0.75
darkagentJAY111
Jan 15, 2026
"I'm as racist as the next guy" Based
"I'm as racist as the next guy"
Based
Uses ironic quoting and slang ('Based') to sarcastically comment on racist attitudes in the video.
DemarcusJohnsonIII
Jan 27, 2026
Holy deficit, Batman! For what? Joke!
Holy deficit, Batman! For what? Joke!
Uses comedic reference (Batman) to sarcastically critique government spending on immigration.
@fishwhistle9666
Feb 19, 2026
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho. Edit: not his fault tho. Just like how its not my fault …
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho.
Edit: not his fault tho. Just like how its not my fault for not being able to run as fast as Bolt, its not his fault for being DENSE(not in the physical sense of course, for he is NOT physically dense, for his mass/volume ratio is low-just like his iq)
Uses sarcasm and ironic commentary with exaggerated insults and a self-aware edit attempting humor through absurdist comparisons.
magickauras
Feb 19, 2026
As much as you hate scammers it’s crazy the things you promote 🤣
As much as you hate scammers it’s crazy the things you promote 🤣
Uses sarcasm and emoji to mock the video creator's apparent hypocrisy regarding scammers.
tttrey
Jan 27, 2026
Canada is not a real place.
Canada is not a real place.
Makes an absurdist or sarcastic statement questioning Canada's existence, likely as ironic commentary.
ChutterBuggins
Jan 27, 2026
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
This white man dont know about indians and how some are muslims but dont like muslims but like indians backward ass bitch 😂
Combines sarcastic commentary about cultural/religious identity with humor, mocking someone's understanding of Indian and Muslim communities.
thedopeopera9281
Jan 27, 2026
Thank a liberal near you
Thank a liberal near you
Sarcastic jab at liberal voters/politicians, using ironic gratitude as a vehicle for political criticism.
@andrewmuir3302
Feb 19, 2026
You clowns voted for liberal and want deportation of criminals. Rofl
You clowns voted for liberal and want deportation of criminals. Rofl
Uses sarcastic mockery ('clowns', 'Rofl') to critique voting choices and deportation policy inconsistency.
@headpower999
Feb 19, 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)