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
You need to take those red earrings of because they are weighting your brain from functioning right
You need to take those red earrings of because they are weighting your brain from functioning right
Sarcastic personal attack using absurdist humor about earrings affecting brain function.
Humor / Satire
0.80
@Susan-ms1wm
Mar 4, 2025
+50% Prostitution Tariff.... ?❤
+50% Prostitution Tariff.... ?❤
Satirical comment making a crude joke about prostitution tariffs with emoji.
Humor / Satire
0.80
@OfficialSpiritualSuccess
Mar 4, 2025
Its all too late tutti frutti turdo and sinister carnage will go down in the history books as ruining canada
Its all too late tutti frutti turdo and sinister carnage will go down in the history books as ruining canada
Uses sarcastic wordplay ('tutti frutti turdo', 'sinister carnage') to mock political leadership and immigration policy in a satirical tone.
rodyoung1906
Aug 28, 2025
"Hold the door not only for me but other white people" she is not white 😅😂
"Hold the door not only for me but other white people" she is not white 😅😂
Uses sarcasm and emoji to mock a statement about racial identity, with ironic commentary on someone's racial categorization.
thefonz2199
Aug 27, 2025
😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where the government is weak and the crime is high cuz 🇨🇦 let them in and out and as a 🇨🇦👈 over 30yr I still can't a home or a job
😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where the government is weak and the crime is high cuz 🇨🇦 let them in and out and as a 🇨🇦👈 over 30yr I still can't a home or a job
Uses sarcasm and emojis to mock Canada's governance while sharing personal frustration about housing and employment, blending humor with lived experience.
abdiaden2680
Aug 26, 2025
Asses up !!! Die hard liberal here and I love hiring cheap labor 🖕🏼
Asses up !!! Die hard liberal here and I love hiring cheap labor 🖕🏼
Uses sarcasm and irony to mock liberal hiring practices and cheap labor exploitation, with a dismissive gesture.
anthonyfiorilli4512
Aug 25, 2025
Strange this test isnt in Hindi, loooool. Thank you so much. This's very helpful.
Strange this test isnt in Hindi, loooool. Thank you so much. This's very helpful.
Uses sarcastic joke about the test not being in Hindi, followed by genuine thanks for helpful content.
iROChakri
Jun 30, 2025
Lol illegal White Europeans Settler's Are Angry At legal Indian Immigrants .?
Lol illegal White Europeans Settler's Are Angry At legal Indian Immigrants .?
Uses ironic sarcasm to highlight perceived hypocrisy of European settlers criticizing Indian immigrants, employing humor to make a point.
greatkaafir7478
Aug 25, 2025
Hahaha there you go liberal voters, you ask for it, so have fun.
Hahaha there you go liberal voters, you ask for it, so have fun.
Mocking liberal voters with sarcasm, suggesting they caused immigration problems they now face.
cgordon1386
Aug 25, 2025
" They aren't sending their best. " - DJT
" They aren't sending their best. "
- DJT
Quotes Trump sarcastically to mock immigrant quality, combining humor with negative characterization.
g.w.7893
Jun 20, 2025
Justin Trudeau. That's how. The most punchable face in Canada. Anyone have Ty Domi's #?
Justin Trudeau. That's how. The most punchable face in Canada. Anyone have Ty Domi's #?
Sarcastic attack on Justin Trudeau using crude humor and a veiled threat reference, mixing satire with political criticism.
General_Artorius
Jul 10, 2025
Who would have thought an ideological zealot with a flare for dramatics would have gone overboard?! (On everything)😖
Who would have thought an ideological zealot with a flare for dramatics would have gone overboard?! (On everything)😖
Sarcastic rhetorical question with ironic tone criticizing leadership character and policy overreach.
happydaze7386
Jun 16, 2025
The good thing is knowing that Americans will clean toilets and do agriculture ????
The good thing is knowing that Americans will clean toilets and do agriculture ????
Sarcastic commentary using irony about Americans performing low-wage labor, marked by emoji indicating joking tone.
Humor / Satire
0.80
@PauloAraujo273
Mar 5, 2025
“Poi-lever”
“Poi-lever”
Appears to be a joke or sarcastic comment about pronunciation, likely referencing content from the video.
Humor / Satire
0.80
KyloWick
Jun 6, 2025
Trudeau has something that Trump doesn't have, a pair of balls ?!
Trudeau has something that Trump doesn't have, a pair of balls ?!
Uses crude humor and sarcasm to compare Trudeau and Trump's perceived toughness or courage.
@alfredkowsky7374
Mar 5, 2025
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Uses sarcasm and emojis to mock population concerns, though the underlying sentiment expresses demographic anxiety.
DedraKeller-f9x
Apr 13, 2025
Donald is nt a smart man. You are though to stroke his ego whilst subtly insulting him ?
Donald is nt a smart man. You are though to stroke his ego whilst subtly insulting him ?
Uses ironic humor to critique Trump's intelligence while praising the speaker's diplomatic subtlety.
@Superterminal
Mar 5, 2025
not mims used in politics lol im with canada but that was hilarious (gotta find humor where we can)
not mims used in politics lol im with canada but that was hilarious (gotta find humor where we can)
Uses humor and irony ('mims used in politics') while expressing support for Canada, finding levity in a serious situation.
@ssua3035
Mar 5, 2025
And we forgot that no one can afford anything in canada before this lolol! Yall so dumb this guys a crooked goofie
And we forgot that no one can afford anything in canada before this lolol! Yall so dumb this guys a crooked goofie
Uses sarcasm and name-calling to mock the argument that immigration caused affordability issues, implying pre-existing problems.
@TheOfficialBrocco
Mar 5, 2025
Trudeau is lookin pretty fine rn lol can’t believe I’m saying that!
Trudeau is lookin pretty fine rn lol can’t believe I’m saying that!
Lighthearted, self-aware comment making a joke about finding Trudeau physically attractive.
Humor / Satire
0.80
@lizrogers4127
Mar 5, 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)