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
This is a joke lol Just stop letting fentanyl into the USA. Stop forcing endless wars overseas when peace can be negotiated. We can drop maple syrup and avocados. Industry is already returning to the …
This is a joke lol Just stop letting fentanyl into the USA. Stop forcing endless wars overseas when peace can be negotiated. We can drop maple syrup and avocados. Industry is already returning to the USA in a big way. In a year or so we will be doing better than ever. Let's see how it works out for you.
Opens with 'This is a joke lol' and uses sarcasm throughout while critiquing US policy and predicting economic recovery.
@jordanturner7821
Mar 4, 2025
Is it possible Trump is lying about Canadian drug trafficking? I dont think so, Trump cares so much about his credibility he would never lie to anyone ?
Is it possible Trump is lying about Canadian drug trafficking? I dont think so, Trump cares so much about his credibility he would never lie to anyone ?
The comment uses sarcasm to mock Trump's credibility by ironically claiming he 'cares so much about his credibility he would never lie,' which is satirical commentary on his reputation.
@keithgmartz
Mar 4, 2025
That statue is ridiculous take that shit down lol.
That statue is ridiculous take that shit down lol.
Casual, joking comment about removing a statue with informal language and laughter, though could reference identity politics.
Humor / Satire
0.75
DJSweatReborn
Jan 29, 2026
Like Zelinsky, you will have a change of heart when you realize you done FAFO
Like Zelinsky, you will have a change of heart when you realize you done FAFO
Uses sarcastic reference to Zelinsky and cryptic acronym 'FAFO' (Find Out For Oneself) as ironic commentary.
Humor / Satire
0.75
@ChrisKibler-q2q
Mar 4, 2025
Let’s play a game how many whites are on welfare
Let’s play a game how many whites are on welfare
Proposes a provocative 'game' as sarcastic reversal of welfare stereotypes.
hedykarim3614
Feb 26, 2026
@4:10 this guy is right. Now I understand all the anti-indian memes about Canada
@4:10 this guy is right. Now I understand all the anti-indian memes about Canada
References anti-Indian memes about Canada in a tone suggesting ironic commentary.
formedbyfusion
Jan 29, 2026
You know when Trump saw this he was making the same stupid face he had when the french president corrected him the other day.
You know when Trump saw this he was making the same stupid face he had when the french president corrected him the other day.
Uses sarcastic humor mocking Trump's facial expressions and intelligence without substantive argument.
@joedookeran2569
Mar 4, 2025
YEET THE JEET
YEET THE JEET
The slur-based wordplay appears intended as crude humor/satire, though it conveys hostile sentiment toward a specific ethnic group.
BootLip
Jan 29, 2026
LOL A WHITE MAN WHOSE ANCESTORS STOLE LAND FROM NATIVE AMERICANS
LOL A WHITE MAN WHOSE ANCESTORS STOLE LAND FROM NATIVE AMERICANS
Uses ironic all-caps and historical reference as sarcastic commentary on white settler hypocrisy.
hedykarim3614
Feb 26, 2026
They must be freezing cold
They must be freezing cold
Makes a lighthearted observation about immigrants experiencing cold weather, using gentle humor rather than hostility.
Humor / Satire
0.75
andrewpyrah
Jan 29, 2026
And no need for a teleprompt, a lacky or a golf cart...
And no need for a teleprompt, a lacky or a golf cart...
Uses sarcastic comparison to mock a political figure's independence or competence through ironic commentary about teleprompters and support staff.
Humor / Satire
0.75
@babalonkie
Mar 4, 2025
It’s not us it’s orange orangutan and Elon lawd have mercy on us ?
It’s not us it’s orange orangutan and Elon lawd have mercy on us ?
Sarcastic/joking reference to Trump and Elon Musk with exaggerated tone ('lawd have mercy'), using humor to critique US leadership.
@wandaholmes9139
Mar 4, 2025
Trump is a crazy son of a bitch... Americans with common sense have my sympathy. (Greetings from Hungary.)
Trump is a crazy son of a bitch... Americans with common sense have my sympathy. (Greetings from Hungary.)
Uses sarcastic insult about Trump while expressing sympathy for Americans, with international perspective from Hungary.
@SuperMrBlaze
Mar 4, 2025
Bro on the bike is blunt😂all Africans😂😂
Bro on the bike is blunt😂all Africans😂😂
The commenter uses humor and laughter emojis while making an ethnic observation, though the tone is ambiguous between joking and stereotyping.
xolasidziya8702
Jan 28, 2026
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! …
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! I’m switching to McDonalds. Singh Hortons will never see another dollar from me
Uses sarcasm and wordplay ('Singh Hortons') to mock a business owner's ethnicity while complaining about service, blending satire with identity-based criticism.
docsgearheadgaming2503
Jan 29, 2026
do i run from police??? ya
do i run from police???
ya
Appears to be a joking or sarcastic exchange mimicking dialogue, likely referencing content from the video in a humorous way.
Humor / Satire
0.75
Shmunkident-it2kb
Jan 28, 2026
"I dont have the 6000 he asked for we'll have to figure that out." Dude is trolling a human smuggler lmao.
"I dont have the 6000 he asked for we'll have to figure that out." Dude is trolling a human smuggler lmao.
Humorous observation about a video subject's interaction with a human smuggler, using sarcasm ('trolling') to comment on the video content.
goodfty
Jan 27, 2026
and then canadians start glazing 'their' country too
and then canadians start glazing 'their' country too
Sarcastic commentary using quotation marks around 'their' to mock nationalist pride and identity claims.
samaintmagic
Jan 29, 2026
Why was us africans getting the hit😂😂 what did we do to the white guy who can only afford a bicycle 😂
Why was us africans getting the hit😂😂 what did we do to the white guy who can only afford a bicycle 😂
Ironic commentary using humor and emojis to critique racial double standards in the video or comments.
Humblejed111
Jan 29, 2026
The Indian people saying there's to many Indian and Punjabi people there is crazy ....one Indian guy said I wanted to come to Canada not new india 😂😂😂
The Indian people saying there's to many Indian and Punjabi people there is crazy ....one Indian guy said I wanted to come to Canada not new india 😂😂😂
Uses humor and a quoted anecdote about Indian immigrants' concerns regarding demographic saturation, with ironic tone signaled by laughing emojis.
JamesdeanD
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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