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
Lol. Night night frenchie! Try not to cry. You're finished!\nMAGA??❤️??????
Lol. Night night frenchie! Try not to cry. You're finished!\nMAGA??❤️??????
Mocking tone with 'Night night frenchie' and MAGA reference uses sarcasm and irony to taunt, with underlying nationalist framing.
@michaelbiehl7516
Mar 4, 2025
Colonisers getting colonised 😂😂😂
Colonisers getting colonised 😂😂😂
Ironic/sarcastic commentary using 'colonisers getting colonised' as a reversal joke about demographic change.
factssonlyyy
Sep 18, 2025
Bro is literally trying to convince us that we won’t survive without Canadian fertilizer. It’s shit, it’s literally cow shit and we can get by just fine with American fertilizer ?
Bro is literally trying to convince us that we won’t survive without Canadian fertilizer. It’s shit, it’s literally cow shit and we can get by just fine with American fertilizer ?
Uses sarcasm and crude humor ('cow shit') to mock claims about Canadian fertilizer dependency while making an economic argument about self-sufficiency.
@Chaotickush
Mar 4, 2025
You mean Divided States
You mean Divided States
Sarcastic wordplay renaming the United States as 'Divided States,' critiquing American political division through irony.
@lastrellpoet9331
Mar 4, 2025
Why Maple-Magas are turning against immigrants. There...fixed it for ya.
Why Maple-Magas are turning against immigrants. There...fixed it for ya.
Uses sarcastic wordplay ('Maple-Magas') to mock a political identity while critiquing anti-immigrant sentiment.
antagonizerr
Sep 9, 2025
Electoral college elected dumb trump ????
Electoral college elected dumb trump ????
Uses sarcastic questioning with excessive punctuation to mock the electoral college system and Trump's election.
Humor / Satire
0.80
@joseontiveros9057
Mar 4, 2025
Nowadays every drivethrough here is like: Hello Saaar, How may I take your order Saar?
Nowadays every drivethrough here is like:
Hello Saaar, How may I take your order Saar?
Uses stereotypical accent mockery and exaggeration as satirical commentary on immigrant workers in service industries.
zengamer1-r2g
Feb 21, 2026
Trump is Dumb and Dumber
Trump is Dumb and Dumber
Uses repetitive insult phrasing ('Dumb and Dumber') in a mocking, satirical manner rather than substantive critique.
Humor / Satire
0.80
@KimWarrington-k9b
Mar 4, 2025
Let me give u idea just move in to your house and live with her. ..than she will storm out
Let me give u idea just move in to your house and live with her. ..than she will storm out
Offers a joking, sarcastic suggestion about resolving a relationship conflict through cohabitation.
Humor / Satire
0.80
@Vance-p2u
Mar 4, 2025
😂😂😂😂😂😂😂 ooooo you yt ppl !!! STFU !!! WE WORLD WIDE IN ALL YOUR BACKYARDS 😂😂😂😂😂😂 SUCKERS !!! CHIPPEWA FIRST NATIONS !!!
😂😂😂😂😂😂😂 ooooo you yt ppl !!!
STFU !!!
WE WORLD WIDE IN ALL YOUR BACKYARDS 😂😂😂😂😂😂
SUCKERS !!!
CHIPPEWA FIRST NATIONS !!!
Uses mocking tone, emojis, and sarcasm to make a provocative statement about demographic presence and First Nations identity.
gerrymcconnell9240
Sep 3, 2025
Guvernor Trudeau
Guvernor Trudeau
Sarcastic renaming of Trudeau as 'Governor' rather than Prime Minister, mocking his authority or status.
Humor / Satire
0.80
@gosnfrenki
Mar 4, 2025
Leave canada come back as a miggrant make 6 gs😢
Leave canada come back as a miggrant make 6 gs😢
Uses sarcastic irony to critique immigration policy by suggesting immigrants receive better financial treatment than Canadian citizens.
IEluca
Aug 30, 2025
Trudeau a joke of centuries. ????
Trudeau a joke of centuries. ????
Dismissive characterization of Trudeau using hyperbole and emoji, primarily humorous rather than substantive critique.
@Proud-444american
Mar 4, 2025
Trudeau you're such a little punk
Trudeau you're such a little punk
Dismissive insult using casual language and name-calling, primarily humorous/sarcastic rather than substantive.
Humor / Satire
0.80
@Agent77-e8o
Mar 4, 2025
What? He’s not in blackface?\n\nThe substitute theater teacher is confused as to who is the vassal.
What? He’s not in blackface?\n\nThe substitute theater teacher is confused as to who is the vassal.
Uses sarcasm and ironic reference to Trudeau's past blackface controversy to mock his authority and credibility.
@icouce
Mar 4, 2025
That was so brave of you ? ?
That was so brave of you ? ?
Sarcastic praise with emojis, likely mocking the subject or the video content.
Humor / Satire
0.80
@anupamathaparanjan
Mar 4, 2025
Thought the socialists were removing Justine, love those high taxes!
Thought the socialists were removing Justine, love those high taxes!
Sarcastic comment mocking socialist removal of Trudeau while criticizing high taxes, mixing irony with policy complaint.
@lvgk8898
Mar 4, 2025
Justin don't you mean irregular fentanyl?
Justin don't you mean irregular fentanyl?
Sarcastic wordplay suggesting the speaker misspoke or is being ironic about drug policy terminology.
Humor / Satire
0.80
@glenhodgetts6448
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
Trump is a troglodyte.
Trump is a troglodyte.
Insulting characterization using hyperbolic language ('troglodyte') that functions as dismissive satire rather than substantive critique.
Humor / Satire
0.80
@vitordasilva545
Mar 4, 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)