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
We got malorganite, we got and unlimited supply lol.
We got malorganite, we got and unlimited supply lol.
Uses sarcastic humor ('unlimited supply lol') to mock a situation, likely referring to a policy or resource.
Humor / Satire
0.80
@34-DTAJizargo74
Mar 4, 2025
Perhaps the US should become Canada's 11th province.
Perhaps the US should become Canada's 11th province.
Presents a tongue-in-cheek proposal comparing US-Canada relations through absurdist humor.
@DrStrange1966
Mar 4, 2025
Welcome to ( India Hortons)
Welcome to ( India Hortons)
Sarcastic wordplay on 'Tim Hortons' suggesting Indian cultural dominance in Canada, using ironic humor to critique demographic change.
omarzahraoui805
Jan 28, 2026
Make that make sense!!
Make that make sense!!
Sarcastic expression of confusion or disbelief using colloquial phrasing.
Humor / Satire
0.80
@MauriceWilliams-f8y
Mar 4, 2025
Noo way brooo you in brampton😂😂😂
Noo way brooo you in brampton😂😂😂
Playful, joking reaction to recognizing Brampton as a location, using humor rather than substantive argument.
beauchamp81
Jan 27, 2026
Sorry, smart is something that Donald never was and still not is - idiot has no reading comprehension and thus makes stuff up on a go
Sorry, smart is something that Donald never was and still not is - idiot has no reading comprehension and thus makes stuff up on a go
Uses sarcasm and insult-based humor to mock Trump's intelligence and comprehension abilities.
Humor / Satire
0.80
@blackgenesis7472
Mar 4, 2025
Resolute desk in the White House must be pretty big. It holds up Trump while Putin f's him repeatedly.
Resolute desk in the White House must be pretty big. It holds up Trump while Putin f's him repeatedly.
Uses crude sexual metaphor and sarcasm to mock Trump's relationship with Putin, primarily functioning as satirical commentary.
@VXDGuy
Mar 4, 2025
Canada voted for Liberals for the 10th time in a row now... then they complain about liberal policies. If you want conservartive politiks then vote for them 😂😂
Canada voted for Liberals for the 10th time in a row now... then they complain about liberal policies. If you want conservartive politiks then vote for them 😂😂
Uses sarcasm and emojis to mock voters for repeatedly electing Liberals then complaining about their policies.
ziczac1056
Jan 28, 2026
Trump is idiot. Stupid is what stupid does.
Trump is idiot. Stupid is what stupid does.
Uses repetitive, exaggerated insults in a sarcastic tone rather than substantive critique.
Humor / Satire
0.80
@HaroldHobson-p3b
Mar 4, 2025
Singh Hortons
Singh Hortons
Wordplay combining an Indian surname with a Canadian brand name in satirical commentary.
waykthufukup
Jan 27, 2026
Man, I hate this guy, but he’s right hard to say
Man, I hate this guy, but he’s right hard to say
Uses ironic contradiction ('hate this guy, but he's right') to express reluctant agreement through comedic tension.
Humor / Satire
0.80
@itsjaynguyen
Mar 4, 2025
Goodbye Clowndeau. Don't let the door hit you on the way out.
Goodbye Clowndeau. Don't let the door hit you on the way out.
Uses sarcastic wordplay ('Clowndeau') to mock a political figure with dismissive tone.
@aphrodite7194
Mar 4, 2025
The name of that is Correct. DOWN JONES STOCK.....not UP JONES ...... lol. there you go.
The name of that is Correct. DOWN JONES STOCK.....not UP JONES ...... lol. there you go.
Makes a joking correction about stock market terminology ('DOWN JONES' vs 'UP JONES') with explicit laughter indicator, unrelated to immigration topic.
@zedacruja681
Mar 4, 2025
Lol Trudeau is a clown being kicked out by his own party ? didn't he already resign until they choose a new liberal leader ?
Lol Trudeau is a clown being kicked out by his own party ? didn't he already resign until they choose a new liberal leader ?
Sarcastic comment using 'clown' and joking about Trudeau's resignation, with a questioning tone suggesting ironic commentary.
@NacuaMatata
Mar 4, 2025
The Polish guy walking on the road half naked talking about naked guys in their homes LOL what a hypocrite.
The Polish guy walking on the road half naked talking about naked guys in their homes LOL what a hypocrite.
Uses sarcasm and ironic commentary to mock a commenter's perceived hypocrisy regarding nudity.
lynkDom-wf5io
Oct 27, 2025
When you taste your own medicine .
When you taste your own medicine .
The comment uses the idiom 'taste your own medicine' sarcastically to suggest Canada is experiencing consequences similar to what it imposed on others.
kneelb4mebech
Feb 10, 2026
Indians are running circles around Canadians while they send revenue canada to pester us about our tax returns 😅😅😅
Indians are running circles around Canadians while they send revenue canada to pester us about our tax returns
😅😅😅
Uses ironic humor and emojis to mock Canadian tax authorities while making a backhanded comment about Indian success.
Humor / Satire
0.79
cris1735
Oct 2, 2025
I am an American and I don’t need any maple syrup from Canada or ice cream
I am an American and I don’t need any maple syrup from Canada or ice cream
Uses ironic/sarcastic statement about not needing Canadian products as a form of protest commentary.
@215markmark
Mar 4, 2025
0:17 upper class are the ones that actually eat poop.😂 Other's avoid it.
0:17 upper class are the ones that actually eat poop.😂
Other's avoid it.
Uses sarcasm and crude humor to mock a claim made in the video, with a laughing emoji indicating comedic intent.
Leavingnemo
Feb 27, 2026
😂😂 india people migration to Pakistan 🎉🎉🎉😂 Pakistan rupee is rising 🎉🎉 please make a vdo on Pakistan currency rise🎉 welcome to the BEST COUNTRY IN THE WORLD... PAKISTANI countries 🎉🎉
😂😂 india people migration to Pakistan 🎉🎉🎉😂 Pakistan rupee is rising 🎉🎉 please make a vdo on Pakistan currency rise🎉 welcome to the BEST COUNTRY IN THE WORLD... PAKISTANI countries 🎉🎉
Uses sarcasm and emojis to mock Indian migration patterns and promote Pakistan, appearing to be off-topic commentary with satirical intent.
loveonlylove1013
Dec 19, 2025
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)