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
Watch for Smith to star in a new movie: "The Gripes of Rath".
Watch for Smith to star in a new movie:
"The Gripes of Rath".
Satirical movie title pun ('Gripes of Rath' playing on 'Grapes of Wrath') mocking Premier Smith.
Humor / Satire
0.82
@rickbaker8188
Feb 20, 2026
Shall we do referendum on how beautiful alaska would look like on a map if it was attached to Canada?
Shall we do referendum on how beautiful alaska would look like on a map if it was attached to Canada?
Satirical suggestion about a referendum to attach Alaska to Canada, using absurdist humor to comment on territorial/national boundaries.
@volodymyrh1413
Feb 21, 2026
This is an exceedingly rare Trudeau W
This is an exceedingly rare Trudeau W
Uses internet slang ('W' for win) and ironic tone to humorously praise Trudeau in contrast to typical criticism.
@user-bw8vn6xp5h
Mar 4, 2025
I just heard an Indian man call Canada cheap to live 🤣 I guess it would be when the government pays your way 💀
I just heard an Indian man call Canada cheap to live 🤣 I guess it would be when the government pays your way 💀
Uses sarcasm and humor to mock Indian immigrants, with an implied false claim about government subsidies.
The_Hateful_Aussie
Mar 1, 2026
India is the best country in the world , says mr Patel sitting in his flat in Berlin
India is the best country in the world , says mr Patel sitting in his flat in Berlin
Satirical commentary mocking nationalist pride claims by highlighting the irony of someone abroad claiming national superiority.
Zach-khokar
Mar 3, 2026
Listen here maple monkeys! We got your trade war swinging!!!????????????????????
Listen here maple monkeys! We got your trade war swinging!!!????????????????????
Humorous, sarcastic commentary using stereotypical Canadian references and playful tone about trade tensions.
Humor / Satire
0.82
@isaaccaynor3562
Mar 4, 2025
Nice to see a little of his dad finally coming out!
Nice to see a little of his dad finally coming out!
Sarcastic remark comparing current leadership to his father, using ironic tone to critique or mock.
Humor / Satire
0.82
@johnhubert3875
Mar 4, 2025
You know you're losing the war when you have to get on TV and tell the other team they need you. ?
You know you're losing the war when you have to get on TV and tell the other team they need you. ?
Sarcastic sports metaphor suggesting Trump's weakness by implying he needs Canada's support.
Humor / Satire
0.82
@tonysbaby2005
Mar 4, 2025
Trudeau doth protest too much
Trudeau doth protest too much
Uses Shakespeare reference ('doth protest too much') as ironic commentary on Trudeau's speech, employing literary allusion for satirical effect.
Humor / Satire
0.82
@conspirasteve
Mar 4, 2025
Look, I'm not going to say that Donald Trump is a Russian asset, but what I will say is that if I personally was a Russian asset, I'd be doing the exact same things that …
Look, I'm not going to say that Donald Trump is a Russian asset, but what I will say is that if I personally was a Russian asset, I'd be doing the exact same things that Donald Trump is doing. I'm sure that's just a strange coincidence.
Sarcastic, tongue-in-cheek commentary using ironic logic to suggest Trump's alignment with Russian interests, employing satire rather than direct accusation.
@vsGoliath96
Mar 4, 2025
Lol Trump just dismantles the US from within. Xi Jingping and Putin are probably opening champagne everyday since trump is in office?
Lol Trump just dismantles the US from within. Xi Jingping and Putin are probably opening champagne everyday since trump is in office?
Uses sarcastic humor to critique US leadership while expressing geopolitical security concerns.
@CrispyRichter
Mar 5, 2025
8:39 😂😂😂 NO THEY WON'T......
8:39 😂😂😂 NO THEY WON'T......
Dismissive joke with emoji responding to a video claim, using humor to express disagreement.
b8bb8r
Feb 26, 2026
Oh no the economy stopped growing because you stopped trucking in loaded bank accounts with no other consideration. Cry me a river.
Oh no the economy stopped growing because you stopped trucking in loaded bank accounts with no other consideration.
Cry me a river.
Sarcastic commentary dismissing economic concerns about immigration with ironic tone ('Cry me a river').
larrymunn5279
Feb 11, 2026
"Canada's tighter immigration policy *UNITES* the country". There, I fixed the title for you.
"Canada's tighter immigration policy *UNITES* the country". There, I fixed the title for you.
Sarcastic reframing of the video title to suggest immigration restrictions unite rather than divide the country.
PixxelNomad
Feb 11, 2026
You are in an Indian city but you hate Africans 😂 go watch ispeed travel history about Africa 🌍
You are in an Indian city but you hate Africans 😂 go watch ispeed travel history about Africa 🌍
Uses ironic humor to point out perceived hypocrisy, comparing attitudes toward different immigrant groups with a laughing emoji indicating satirical intent.
TheOusmane2011
Jan 28, 2026
T'Rumpty has lost credibility world wide - Except for in Russia, but basically Putin is sitting back laughing at the orange buffoon in the White House!
T'Rumpty has lost credibility world wide - Except for in Russia, but basically Putin is sitting back laughing at the orange buffoon in the White House!
Uses sarcastic wordplay ('T'Rumpty', 'orange buffoon') and compares Trump's credibility across nations.
@sandraluvly598
Mar 4, 2025
They wear the rag on their head because hair is a gift from god…. Then why hide your hair you boneheads! Dirka Dirka
They wear the rag on their head because hair is a gift from god…. Then why hide your hair you boneheads! Dirka Dirka
Uses mocking humor and ethnic stereotyping ('Dirka Dirka') to ridicule religious head coverings and the people who wear them.
artarttheotter
Dec 20, 2025
Hey MAGA … is it sinking in yet?
Hey MAGA … is it sinking in yet?
Rhetorical question with sarcastic tone mocking MAGA supporters' realization of consequences.
Humor / Satire
0.82
@DevonRexPurrs
Mar 4, 2025
NOW THAT IS A REAL LEADER\n\nVote Trudeau for POTUS!
NOW THAT IS A REAL LEADER\n\nVote Trudeau for POTUS!
Uses ironic humor by suggesting Canadians vote for Trudeau as US President, satirizing the comparison between leaders.
@ReyMattMD
Mar 4, 2025
That dude on the bike 😂😂😂😂
That dude on the bike 😂😂😂😂
Brief comedic reaction to a person featured in the video, using emoji to signal amusement.
branjustoc6675
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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Discourse Quality (Perspective API)