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
Send them to tommy Robinson in England he said he loves the Indian
Send them to tommy Robinson in England he said he loves the Indian
Uses sarcasm by referencing Tommy Robinson (a controversial figure) in a way that appears to mock anti-immigration sentiment.
Humor / Satire
0.70
Khalidx-1991
Jan 29, 2026
Let’s take there shit just like we do USA BABY
Let’s take there shit just like we do USA BABY
Sarcastically suggests taking Canadian resources similar to US actions, using dark humor to critique imperial attitudes.
@justinseward5181
Mar 4, 2025
Heinous. He sounds like a whiny little girl.
Heinous. He sounds like a whiny little girl.
Uses sarcastic insult comparing someone to 'a whiny little girl,' employing derisive humor rather than substantive critique.
Humor / Satire
0.70
@Rebelmusedesign
Mar 4, 2025
Butter chicken kinda fire tho ngl
Butter chicken kinda fire tho ngl
Casual, off-topic comment praising food with colloquial language and emoji, appearing as humorous aside.
Humor / Satire
0.70
jasonomenzfan91
Jan 29, 2026
truedoosh - just forget it
truedoosh - just forget it
Mocking wordplay ('truedoosh') dismissing Trudeau with sarcastic tone.
Humor / Satire
0.70
@luddite333
Mar 4, 2025
What a joke
What a joke
Brief dismissive comment expressing skepticism or mockery about the video's subject matter.
davidblaze3125
Feb 18, 2026
Here before this gets ovened and Nipah virus'd
Here before this gets ovened and Nipah virus'd
Uses sarcastic/joking language ('ovened', 'Nipah virus'd') to mock anticipated negative comments, blending satire with alarmist references.
jgman81
Jan 27, 2026
Ha ha, 52% of the population!
Ha ha, 52% of the population!
Appears to be sarcastic laughter at an exaggerated claim (52% of population), likely mocking immigration statistics.
johnbolt665
Oct 2, 2025
5:07 no way he is betting the allegation of being a White trash🤣
5:07 no way he is betting the allegation of being a White trash🤣
Commenter uses sarcasm and humor (emoji) to mock a moment in the video, referencing a specific timestamp.
RajivGhosh-ju1er
Jan 27, 2026
I bet that jodie foster look a like has a nice ? beaver ❤
I bet that jodie foster look a like has a nice ? beaver ❤
Sexually suggestive joke about a person's appearance, using crude humor and emojis.
Humor / Satire
0.70
@olivergastelumjr3755
Mar 4, 2025
Go apologize to some Indians.
Go apologize to some Indians.
Uses sarcastic jab referencing Trudeau's past apology to Indian parliament, employing irony as criticism.
@MisterPaulFish
Mar 4, 2025
H1beeing the town 🐝
H1beeing the town 🐝
Uses wordplay ('H1beeing') and emoji to make a joking reference to visa categories and immigration patterns.
Humor / Satire
0.70
manuelcruz2256
Jan 27, 2026
They are so many that they are spilling out of their cup.
They are so many that they are spilling out of their cup.
Uses metaphorical language ('spilling out of their cup') in a sarcastic manner to comment on population numbers.
fjm1991
Jan 29, 2026
Bramladesh at its finest! 👳🏾♂️👳🏿♂️
Bramladesh at its finest! 👳🏾♂️👳🏿♂️
Uses ethnic slur as sarcastic commentary on the video's content and the city of Brampton.
M.Bison88
Jan 29, 2026
INDIA, CANADA lol
INDIA, CANADA lol
Brief, cryptic comment with 'lol' suggesting sarcastic or joking commentary about India-Canada connection.
Humor / Satire
0.70
hiddenrainn
Jan 27, 2026
Native Canadians 😂
Native Canadians 😂
Uses laughing emoji to mock the concept of 'Native Canadians' in an ironic commentary.
Humor / Satire
0.70
jakesnake1481
Feb 7, 2026
he FINALLY put his big boy pants on omg
he FINALLY put his big boy pants on omg
Sarcastic praise using colloquial expression to mock political figure's actions.
Humor / Satire
0.70
@Juan-fv4sg
Mar 4, 2025
Bye bye USA
Bye bye USA
Brief dismissive statement with ironic tone suggesting departure or rejection, likely sarcastic commentary on US-Canada relations.
@tjijsie
Mar 4, 2025
ELBOWS UP!!!
ELBOWS UP!!!
Cryptic exclamation appears to be a joke or meme reference rather than substantive commentary.
Humor / Satire
0.70
@GothicCinderz
Mar 4, 2025
based indians
based indians
Uses slang ('based') in a sarcastic or ironic manner regarding Indian immigrants.
deadlyninja8391
Jan 29, 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)