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
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
Trump a very smart guy? ?? He bankrupted his Casinos for God’s sake!
Trump a very smart guy? ?? He bankrupted his Casinos for God’s sake!
Uses sarcasm and ironic criticism to mock Trump's business acumen.
Humor / Satire
0.80
@LuchoVega68
Mar 4, 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
Not that I'm actually going to watch this but fuck it took over a month for his speech writers to come up with a reply LOLOLOLOLOLOLOLOL. Trash on a trash network.
Not that I'm actually going to watch this but fuck it took over a month for his speech writers to come up with a reply LOLOLOLOLOLOLOLOL. Trash on a trash network.
Uses sarcasm and mockery to criticize the video creator and network, with humorous tone indicated by repeated 'LOL'.
@Gandalf-v7e
Mar 4, 2025
Trudeau is a Statesman. Rump is a cretin. I'll give him a break and call him just a feeble-mnded Puttie Lap Dog...tongue hanging out.
Trudeau is a Statesman. Rump is a cretin. I'll give him a break and call him just a feeble-mnded Puttie Lap Dog...tongue hanging out.
Uses exaggerated insults and sarcastic language ('cretin', 'feeble-minded Puttie Lap Dog') to mock political figures rather than substantively critique policy.
@ruthcook7103
Mar 4, 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
Canada if you want you can join EU :) greetings from Germany
Canada if you want you can join EU :) greetings from Germany
Jokingly suggests Canada join the EU as an alternative alliance, using sarcasm to comment on Canada's geopolitical situation.
@DerJoJoKanal
Mar 5, 2025
Canadian Prime Minister Justin Trudeau wearing a suit, Donald don't know how to start talking now!
Canadian Prime Minister Justin Trudeau wearing a suit, Donald don't know how to start talking now!
Uses sarcastic/ironic comparison of Trudeau's professionalism versus Trump's communication style as humorous commentary.
@ArtshesArakelyan
Mar 5, 2025
Justin was on point until he said Trump was smart lol
Justin was on point until he said Trump was smart lol
Humorous critique of Trudeau's statement about Trump being smart, using 'lol' to signal ironic commentary.
@PrimateEnrichment
Mar 4, 2025
Trumps just jealous that Treudo was standing with all of eu and Zelensky straight after the Zelensky meeting. Chucking a schoolboy mentality fit ?
Trumps just jealous that Treudo was standing with all of eu and Zelensky straight after the Zelensky meeting. Chucking a schoolboy mentality fit ?
Uses sarcasm and mockery ('schoolboy mentality fit') to characterize Trump's behavior, employing ironic commentary rather than serious argument.
@me-yg1lz
Mar 4, 2025
Petty but I like that Trudeau called him 'Donald'.
Petty but I like that Trudeau called him 'Donald'.
Light-hearted observation about Trudeau's informal address to Trump, appreciating the rhetorical choice with gentle irony.
@Big_Jo_Jo
Mar 4, 2025
tRump gave the Prime Minister the best gift ever, a war that Canada didn't start but rallies the whole country together against an antagonistic bully. Trudeau will get a 20 point bump in his approval …
tRump gave the Prime Minister the best gift ever, a war that Canada didn't start but rallies the whole country together against an antagonistic bully. Trudeau will get a 20 point bump in his approval ratings and go out a winner.
Employs ironic framing to suggest Trump's antagonism could paradoxically boost Trudeau's approval ratings, using sarcasm about geopolitical consequences.
Humor / Satire
0.80
@celestialnubian
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)