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
It's hilarious that so many people think speech means anything.. \nOh, did you write Trump a nasty letter? Oh no whatever will Trump do? \nIt sucks being a Democrat these days. (To be clear, I …
It's hilarious that so many people think speech means anything.. \nOh, did you write Trump a nasty letter? Oh no whatever will Trump do? \nIt sucks being a Democrat these days. (To be clear, I am a Democrat who is very disappointed with Democrats who do nothing and think that talking is going to do anything)
Sarcastic commentary on ineffectiveness of political speech and Democratic inaction, using ironic tone throughout.
@hendricksausges3006
Mar 4, 2025
Whats the greatest country on earth? Greenland?
Whats the greatest country on earth? Greenland?
Sarcastic rhetorical question comparing Canada to Greenland, implying Canada is not the greatest country.
zanethepain8915
Jan 28, 2026
Imagine starting a trade war with such a calm country ?
Imagine starting a trade war with such a calm country ?
Uses ironic commentary ('Imagine...') to mock the US for initiating conflict with a peaceful nation, employing sarcasm as primary rhetorical device.
@szlpharmacology1330
Mar 4, 2025
we call it bramladesh
we call it bramladesh
Derisive nickname for Brampton combining 'Bram' with 'Bangladesh,' using satire to critique demographic change.
smileographer
Jan 27, 2026
America goes into a trade war with their most reliable ally before the new GTA game, damn man!
America goes into a trade war with their most reliable ally before the new GTA game, damn man!
Uses ironic humor comparing the timing of trade war with a video game release, satirizing the absurdity of the situation.
@betonpastore
Mar 4, 2025
Dang it’s like trying to befriend the gay friend to get closer to the hot chick
Dang it’s like trying to befriend the gay friend to get closer to the hot chick
Uses an analogy/joke format to comment on social dynamics, employing sarcasm rather than direct policy discussion.
Humor / Satire
0.81
juswolf22
Feb 7, 2026
How many Whites works in tim Hortons..... Um yeah zero 😂😂😂 buddy on the bike is a real one respect bud my kinda guy we need more bike guys like him 😅😅😂😂
How many Whites works in tim Hortons..... Um yeah zero 😂😂😂 buddy on the bike is a real one respect bud my kinda guy we need more bike guys like him 😅😅😂😂
Sarcastic observation about workplace demographics paired with approval of a previous commenter's identity-based stance, using humor to signal agreement.
J-JHandyman-Deliveries.
Jan 27, 2026
I hope Mr. Trudeau is not offended when I say he reminds me a bit of Ryan F9. I mean it as a compliment, by the way.
I hope Mr. Trudeau is not offended when I say he reminds me a bit of Ryan F9. I mean it as a compliment, by the way.
Commenter makes a playful comparison between Trudeau and a YouTuber (Ryan F9), using ironic framing ('I mean it as a compliment').
Humor / Satire
0.81
@randalbladel2817
Mar 4, 2025
The best moment for me was when every single person, race, culture, etc all chimed that Brampton drivers are absolutely nuts. lol. The real truth. We're all bozos on the same bus. xD
The best moment for me was when every single person, race, culture, etc all chimed that Brampton drivers are absolutely nuts. lol. The real truth. We're all bozos on the same bus. xD
Uses humor to unite people across racial and cultural lines around shared criticism of Brampton drivers, promoting inclusive solidarity through comedy.
zenexcellence
Jan 29, 2026
Trump always wins. How many times will Trump embarrass Trudeau before Trudeau learns? It is entertaining though. ?
Trump always wins. How many times will Trump embarrass Trudeau before Trudeau learns? It is entertaining though. ?
Sarcastic commentary on Trump's perceived dominance over Trudeau, presented as entertainment.
@beansmcdonough1782
Mar 4, 2025
When's the concept of a plan forward to make my grocery prices cheaper. Ohwait, there never was even a concept of a plan from comb over Caligula.
When's the concept of a plan forward to make my grocery prices cheaper. Ohwait, there never was even a concept of a plan from comb over Caligula.
Uses sarcasm and insulting wordplay ('comb over Caligula') to mock the government's lack of economic policy solutions.
@CaveatDraco
Mar 4, 2025
The United States should become Canada's 11th Province.
The United States should become Canada's 11th Province.
Uses absurdist humor to comment on US-Canada relations by proposing political integration as a joke.
@chrissmyth2402
Mar 4, 2025
Meanwhile native canadians having generational flashbacks listening🙈😅
Meanwhile native canadians having generational flashbacks listening🙈😅
Uses ironic humor to reference Indigenous peoples' historical displacement, sarcastically commenting on the irony of immigration debates.
antonykotturan7802
Oct 5, 2025
LIKE KAMALA SAID PUTIN WILL HAVE DON-OLD FOR BREAKFAST ??????✊
LIKE KAMALA SAID PUTIN WILL HAVE DON-OLD FOR BREAKFAST ??????✊
Uses joking tone and emoji to mock political figure while expressing partisan support.
@elainehazen7856
Mar 4, 2025
Haha what a Beta
Haha what a Beta
Uses slang insult 'Beta' in joking manner to mock someone, likely Trudeau, with minimal substantive content.
Humor / Satire
0.80
@Drogers8675
Mar 4, 2025
Y u talking like a femboy to the indians😂
Y u talking like a femboy to the indians😂
Makes a joking comment about the video creator's tone or manner of speaking.
Jacksonmahomeisgay
Jan 28, 2026
You fool🤡 canad is Punjab😅😅😅
You fool🤡 canad is Punjab😅😅😅
Sarcastic joke using emojis to mock the perception that Canada has become predominantly Indian/Punjabi.
Sulemangarments36
Mar 3, 2026
I can smell Brampton from Alberta...
I can smell Brampton from Alberta...
Sarcastic jab at Indian immigration concentration in Brampton using olfactory humor and geographic stereotyping.
Gottageterdone
Feb 25, 2026
The bike guy just said the opposite against Africans as compared to Indians 😂😂😂
The bike guy just said the opposite against Africans as compared to Indians 😂😂😂
Uses laughing emojis to mock perceived hypocrisy or contradiction in someone's statements about different immigrant groups.
fungkhesten4602
Feb 25, 2026
20:30 >Safe house >Doesn't look very safe
20:30
>Safe house
>Doesn't look very safe
Sarcastic joke about the video's content (safe house reference) using ironic contradiction.
PCB389
Feb 28, 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)