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
Tariff war all because Justin made Melania moist.....BIG
Tariff war all because Justin made Melania moist.....BIG
Crude sexual joke presented as sarcastic explanation for tariff policy.
Humor / Satire
0.90
@randymoses5239
Mar 4, 2025
Deodorant sales are at an all time Low there
Deodorant sales are at an all time
Low there
A sarcastic joke about deodorant sales declining, likely mocking overcrowding or demographic changes in the referenced location.
Humor / Satire
0.90
88jameson88
Sep 27, 2025
I'm SHOCKED! SHOCKED I TELL YA!!!
I'm SHOCKED! SHOCKED I TELL YA!!!
Sarcastic expression of mock shock, likely commenting ironically on the video's revelations about fraud.
sultrysounds7948
Sep 29, 2025
Lol he's speaking in Trump language “Big Things “ ????
Lol he's speaking in Trump language “Big Things “ ????
Mocking commentary using humor and emoji to satirize Trump's speaking style and catchphrases.
Humor / Satire
0.90
@Enoplus1
Mar 4, 2025
Wow scammers scam. Water is wet.
Wow scammers scam.
Water is wet.
Dismissive sarcasm using clichéd phrases to mock the obviousness of scam-related commentary.
Humor / Satire
0.90
The_Inquisitive_Inquisitor
Oct 23, 2025
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50
Indian guy: Acctuly India is better for us
White guy: Why did you come
Indian guy: For better future
xDDDDDD
Uses sarcastic humor to mock the contradiction between an Indian immigrant claiming India is better while having immigrated for a better future.
Humor / Satire
0.90
hassanj1861
Sep 19, 2025
Truedoodoo.
Truedoodoo.
Uses a derogatory nickname (Truedoodoo) as mocking wordplay rather than substantive critique.
Humor / Satire
0.90
@rickworkman4608
Mar 4, 2025
What a shocker 😉
What a shocker 😉
Sarcastic winking emoji response suggesting ironic commentary on the video's content.
Humor / Satire
0.90
noobmaster_69_420
Oct 1, 2025
Killing myself laugh when he called him Donald!
Killing myself laugh when he called him Donald!
Expresses amusement at a joke or comedic moment in the video.
Humor / Satire
0.90
@sealstv6989
Mar 4, 2025
😹 you are insane in the best way
😹 you are insane in the best way
Lighthearted, joking response using emoji and casual language to express amusement.
Humor / Satire
0.90
lizrep9873
Jan 27, 2026
Singh Hortons
Singh Hortons
Wordplay joke combining 'Singh' (common Punjabi surname) with 'Tim Hortons' (Canadian coffee chain), mocking through pun.
Humor / Satire
0.90
shellbacksclub
Jan 27, 2026
The answer was 0 😂
The answer was 0 😂
Cryptic joke referencing zero immigration as the answer, using emoji to signal comedic intent.
inf1nitedance505
Jan 27, 2026
Trudeau: “I can’t believe you’ve done this” \nAlso Trudeau: “I’m going to do it too”
Trudeau: “I can’t believe you’ve done this” \nAlso Trudeau: “I’m going to do it too”
Sarcastic dialogue format mocking Trudeau's hypocrisy through ironic juxtaposition of statements.
Humor / Satire
0.90
@boogaloo20
Mar 4, 2025
The only lie he told here is that Donald is a “very smart guy”.
The only lie he told here is that Donald is a “very smart guy”.
Sarcastic joke dismissing Trump's intelligence while appearing to agree with a characterization.
Humor / Satire
0.90
@MoviesGamesMusic
Mar 4, 2025
I know where they are hiding, Tim Hortons Canada! Now they are no longer missing!
I know where they are hiding, Tim Hortons Canada! Now they are no longer missing!
Joking response using Tim Hortons as a punchline about missing people, clearly satirical commentary.
Humor / Satire
0.90
lazerathhome
Sep 30, 2025
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
Ironic/sarcastic comment using 'canaduh' spelling and 'LOL' to mock Canadian identity or immigration discourse.
Humor / Satire
0.90
hangthatflagupsidedownplea3049
Sep 19, 2025
Donald Trump is truly a magician. He did the unthinkable: he made Trudeau somewhat popular again. ?
Donald Trump is truly a magician. He did the unthinkable: he made Trudeau somewhat popular again. ?
Uses ironic humor to comment on Trump's unintended political effect on Trudeau's popularity.
Humor / Satire
0.90
@peterpluim7912
Mar 4, 2025
wait til trump sees this at the white house in the morning lol
wait til trump sees this at the white house in the morning lol
Uses ironic humor and sarcasm to comment on political implications, with 'lol' indicating comedic intent.
Humor / Satire
0.90
Frankly-x7h
Jan 27, 2026
Indian fatigue 😂
Indian fatigue 😂
Brief sarcastic phrase with laughing emoji expressing fatigue about Indian immigration discourse in a joking manner.
Humor / Satire
0.90
mamabearoffour
Aug 28, 2025
420$😂😂😂😂 thanks you Liberal's 😂
420$😂😂😂😂 thanks you Liberal's 😂
Sarcastic mockery of inadequate government payment amount using laughing emojis and ironic thanks.
Humor / Satire
0.90
BenSmith-gx7kg
Jan 14, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)