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
I am sorry, I had to pause it..when he started speaking the Donald, his word choice went down to a like 3rd grade level. Hahahah..he knows the guy so well.
I am sorry, I had to pause it..when he started speaking the Donald, his word choice went down to a like 3rd grade level. Hahahah..he knows the guy so well.
Mocking commentary about Trump's speech patterns and vocabulary, using humor to criticize his communication style.
Humor / Satire
0.85
@jonholland3617
Mar 4, 2025
The white guy was a savage about lindus eating poo😂
The white guy was a savage about lindus eating poo😂
Laughing emoji response to offensive stereotyping, treating the comment as comedic rather than serious.
Humor / Satire
0.85
zamborghini89
Mar 2, 2026
4:53 it’s safe environment in Brampton 😂😂. Joke of the day
4:53 it’s safe environment in Brampton 😂😂. Joke of the day
Uses sarcasm and laughter emojis to mock claims about safety in Brampton.
Humor / Satire
0.85
blogcanada7428
Jan 27, 2026
Tyler's videos gave me ptsd I need a check ✔️
Tyler's videos gave me ptsd I need a check ✔️
Joking reference to the video creator's content causing emotional distress, combining humor with meta-commentary about the channel.
FentanylFloyd
Jan 27, 2026
I am sory, but this is so funny :D I am sory americans... Tough times for you guys...
I am sory, but this is so funny :D I am sory americans... Tough times for you guys...
Uses humor and irony to comment on the situation, expressing sympathy for Americans while finding amusement in the conflict.
@kfeldmanis
Mar 4, 2025
And the Order of Lenin goes to ........ President Trump.
And the Order of Lenin goes to ........ President Trump.
Uses ironic sarcasm by awarding Trump a Soviet honor, mocking his policies through absurdist comparison.
Humor / Satire
0.85
@jamiecooksey9037
Mar 4, 2025
US VOTER: “Uhhh, so you do this fella Trudeau is near the end of his term as Canada’s PM? I mean, if you all are done with him and all we could certainly use a …
US VOTER: “Uhhh, so you do this fella Trudeau is near the end of his term as Canada’s PM? I mean, if you all are done with him and all we could certainly use a guy like him in our executive branch “ ?? ??. \n BTW, I love Canadians. Hell, “ some of my best friends are Canadian.” None In the family of course-what would people say? But you know. This guy Trump is quite the hoser. How about you open up your borders just a pinch to let us sane Americans over? We don’t eat much and we’ll even pay for any medical expenses! Really we will. We’re use to it. How’s about like starting up an H1VFK visa. Yeah, you know-the Hey, I Voted For Kamala visa. Well, just think on it. You guys were there for us during Nam. You can do the human thing again. Cheers ?
Satirical US voter persona humorously requests Canadian asylum while praising Canadians and criticizing Trump, using irony and comedic exaggeration.
@doubleslit9513
Mar 4, 2025
Trump is such a clown!
Trump is such a clown!
Dismissive characterization of Trump as a 'clown' using casual, mocking language typical of satirical commentary.
Humor / Satire
0.85
@famandfun7772
Mar 4, 2025
How tf Africans catch a stray on a video about Indian immigrants? 😅
How tf Africans catch a stray on a video about Indian immigrants? 😅
Sarcastic comment using humor to point out the irrelevance of bringing up Africans in a video about Indian immigrants.
Humor / Satire
0.85
TheCommentSection
Jan 27, 2026
I always wanted to come to canada to drive a taxi. Now i am a liberal supporter!
I always wanted to come to canada to drive a taxi. Now i am a liberal supporter!
Satirical comment using self-deprecating humor about immigrant employment and political affiliation as ironic commentary.
Humor / Satire
0.85
DetectiveVincentMolotov
Dec 26, 2025
A dunce named trump
A dunce named trump
Brief insulting characterization of Trump presented as dismissive commentary rather than substantive critique.
Humor / Satire
0.85
@THATCHRONIC
Mar 4, 2025
Hope you survive 🙏🏻😂
Hope you survive 🙏🏻😂
Joking expression using prayer emoji and laughing emoji to make light of a situation.
Humor / Satire
0.85
w1ff
Jan 27, 2026
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. …
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. You'd think Conservatives would be happy that Libs are acting on their complaints....NO... Conservatives cry 'they stole our ideas'... It's so pathetic. And WEAK.
Uses sarcasm and ironic commentary to mock Conservative political inconsistency, framed as satirical critique rather than serious argument.
randyt3558
Jan 20, 2026
how come I never see Bigfoots in canada
how come I never see Bigfoots in canada
Absurdist joke comparing Bigfoot sightings to immigration, using non-sequitur humor unrelated to actual immigration discourse.
Humor / Satire
0.85
hippo780
Dec 25, 2025
LMAO and now bigoted Canadians realizing these deportations are causing a housing crisis! Good job! Racism is EXPENSIVE.
LMAO and now bigoted Canadians realizing these deportations are causing a housing crisis! Good job! Racism is EXPENSIVE.
Uses sarcasm and ironic commentary ('LMAO', 'Good job') to critique deportation policy and accuse supporters of racism.
b18tuner5875
Dec 24, 2025
It would be better to join the United States of America. 😂😂😂
It would be better to join the United States of America. 😂😂😂
Ironic suggestion that Canada should join the US, marked by laughing emojis indicating sarcastic intent.
Humor / Satire
0.85
Bill-vo1wn
Dec 10, 2025
Typical lib scare tactics 😂😂😂😂😂
Typical lib scare tactics 😂😂😂😂😂
Uses sarcasm and emojis to mock what the commenter views as liberal political messaging.
ldd9672
Dec 10, 2025
Putin is so proud of his investment in the last U.S. election! Good work comrade Trump!
Putin is so proud of his investment in the last U.S. election! Good work comrade Trump!
Sarcastic jab using ironic praise ('Good work comrade') to mock Trump and suggest foreign interference, employing satire rather than literal claim.
@tgchism
Mar 4, 2025
I guess no one has played poker before.
I guess no one has played poker before.
Cryptic poker reference appears to be sarcastic commentary on the situation, using wordplay rather than direct statement.
Humor / Satire
0.85
@princessjewels78
Mar 4, 2025
canadians are just straight confused if they are choosing to go down there voluntarily 🤦♂️ probably the albertan separatists looking for a new home 😂
canadians are just straight confused if they are choosing to go down there voluntarily 🤦♂️ probably the albertan separatists looking for a new home 😂
Uses sarcasm and joking tone to mock Canadians visiting the US, with a satirical jab at Albertan separatists.
quickstep2408
Dec 10, 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)