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
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
That south park song plays in my head all the time
That south park song plays in my head all the time
Reference to a cultural meme/song used for humorous commentary on the situation.
Humor / Satire
0.80
@Ural_Batyr_News
Mar 5, 2025
Trump single handedly saved Trudeau’s career
Trump single handedly saved Trudeau’s career
Ironic or sarcastic claim that Trump inadvertently benefited Trudeau politically.
Humor / Satire
0.80
@Franzlio
Mar 5, 2025
American here... Canada can I come live with you? I promise I didn't vote for this crap!
American here... Canada can I come live with you? I promise I didn't vote for this crap!
Humorous request to immigrate to Canada with self-deprecating disclaimer about voting record.
@olympicgoddess6828
Mar 5, 2025
It's Michael Moore comedy all the way down. Don't forget huh! Canada has the CN Tower!
It's Michael Moore comedy all the way down. Don't forget huh! Canada has the CN Tower!
Sarcastic commentary comparing the speech to Michael Moore comedy and making a joking reference to the CN Tower.
@CheesecakeJohnson-g7q
Mar 5, 2025
The US Gov looks like a reality shit show. I think Trump is about evolving dementia.
The US Gov looks like a reality shit show. I think Trump is about evolving dementia.
Uses sarcastic and exaggerated language about US politics to critique through ironic commentary rather than direct argument.
@nickheld797
Mar 5, 2025
Trudeau for US president!
Trudeau for US president!
Jokingly suggests a Canadian leader for US president, using ironic comparison to critique US politics.
@PhilipBrandt1973
Mar 5, 2025
make Canada join the EU !!!
make Canada join the EU !!!
Uses exaggerated, sarcastic language about Canada joining the EU as ironic commentary on geopolitical preferences.
@sebastiankell84
Mar 5, 2025
Trump should take english lessons from Trudeau
Trump should take english lessons from Trudeau
Uses ironic comparison between Trump and Trudeau's communication styles as comedic commentary.
@Colmoschin123
Mar 5, 2025
Trump: hmmmmmm ...now we are talking!!!!!!!
Trump: hmmmmmm ...now we are talking!!!!!!!
Uses ironic tone and exaggeration to humorously comment on Trump's reaction to the speech.
Humor / Satire
0.80
@gauravpatel3220
Mar 5, 2025
I can't believe trump got re-elected.\n\nIt's down to Elon chap and his mate Phil
I can't believe trump got re-elected.\n\nIt's down to Elon chap and his mate Phil
Uses sarcasm and humor to express disbelief at Trump's re-election, with a joking reference to Elon Musk and associates.
@Skunkworks66
Mar 5, 2025
We can see how you guys do at Eurovision this year and then maybe you can join the EU. You can send Celine Dion again. We shouldn't let Canada do this alone.
We can see how you guys do at Eurovision this year and then maybe you can join the EU. You can send Celine Dion again. We shouldn't let Canada do this alone.
The comment uses ironic/joking tone about Eurovision and EU membership while comparing Canada to European nations in a lighthearted manner.
@Hosigie
Mar 5, 2025
Also, gosh.. Canadian politicians are good looking. Look at those faces we have in the States ?
Also, gosh.. Canadian politicians are good looking. Look at those faces we have in the States ?
Lighthearted, off-topic observation comparing Canadian and American politicians' appearance using casual humor.
@Llxvtraqyouzal
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)