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
Look at the widdle pwime minister. Who's a big boy? Is it you?
Look at the widdle pwime minister. Who's a big boy? Is it you?
Uses mocking baby-talk tone and condescending rhetoric as sarcastic ridicule of the Prime Minister.
Humor / Satire
0.90
@SunTzu-f6d
Mar 4, 2025
Just put a mask over this guy's face .and yake him to Starbucks
Just put a mask over this guy's face .and yake him to Starbucks
Uses absurdist humor and sarcasm (masking someone and taking them to Starbucks) to mock a political figure.
Humor / Satire
0.90
@wha530
Mar 4, 2025
Make it 10000 billion%. That'll show how ridiculous the whole thing is.
Make it 10000 billion%. That'll show how ridiculous the whole thing is.
Uses exaggerated hyperbole and sarcasm to mock the absurdity of tariff proposals.
Humor / Satire
0.90
@mannedhandle
Mar 5, 2025
Didn’t realise Canadian Bacon was a true story ? ?
Didn’t realise Canadian Bacon was a true story ? ?
Joking reference to the 1995 film 'Canadian Bacon' as if political events were fictional.
Humor / Satire
0.90
@jonathanvanderwesthuizen8089
Mar 4, 2025
I think, it doesn't help that the guy behind him looks like young Walter White when he talks about Fentanyl. :D
I think, it doesn't help that the guy behind him looks like young Walter White when he talks about Fentanyl. :D
Makes a joking observation comparing someone in the video to a TV character, using humor and sarcasm rather than substantive critique.
Humor / Satire
0.90
@exander77
Mar 4, 2025
lol they were scammed by Canada
lol they were scammed by Canada
Uses ironic humor to comment on the situation, suggesting Canada itself scammed the immigrants.
Humor / Satire
0.90
rajeevdsamuel
Jan 15, 2026
I love this bicycle guy., stand up comedy 😂
I love this bicycle guy., stand up comedy 😂
Expresses appreciation for the 'bicycle guy' as comedy/entertainment, treating the content as humorous rather than serious commentary.
Humor / Satire
0.90
oscarduh8696
Jan 29, 2026
Lol castreau must geau
Lol castreau must geau
Uses wordplay and mockery ('castreau must geau') to satirize Canadian leadership.
Humor / Satire
0.90
@douglasjenner5064
Mar 4, 2025
Thats sun wukong 😂
Thats sun wukong 😂
Makes a joke referencing an anime character, unrelated to the immigration topic.
Humor / Satire
0.90
Panda_Obey283
Jan 27, 2026
Can California defect from America and become part of Canada? I want to be Cali-nadian!
Can California defect from America and become part of Canada? I want to be Cali-nadian!
Playful, tongue-in-cheek comment using humor to express preference for Canada over the US through a fictional scenario.
Humor / Satire
0.90
@TheBonyLevi
Mar 4, 2025
3:02 i need this to be the next tik tok sound bite trend
3:02 i need this to be the next tik tok sound bite trend
Joking comment about turning a video moment into a TikTok trend, using humor to comment on the content.
@maceyschroeder464
Mar 4, 2025
HAHAHAHAHAHHAAHHAHAA
HAHAHAHAHAHHAAHHAHAA
Laughter-only comment expressing amusement or mockery without substantive content.
Humor / Satire
0.90
@Meowdy2004
Mar 5, 2025
lmaooo the guy on the bike gotta be a paid actor
lmaooo the guy on the bike gotta be a paid actor
Jokingly suggests a video participant is a paid actor, using sarcasm to comment on the video's authenticity.
nicholasbui4197
Jan 29, 2026
TRUMP is real life THANOS.? He is slightly more stupid though.?
TRUMP is real life THANOS.? He is slightly more stupid though.?
Sarcastic comparison of Trump to Thanos with humorous insult about intelligence.
Humor / Satire
0.90
@Freespch
Mar 4, 2025
Those are rookie numbers, you’ve gotta pump those numbers up
Those are rookie numbers, you’ve gotta pump those numbers up
Uses a famous movie quote sarcastically to mock the reported numbers as inadequately low.
Humor / Satire
0.90
TheWoodfordreserve
Dec 24, 2025
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Sarcastic joke comparing Indian smugglers to more dangerous criminal types, using emojis to signal comedic intent.
Humor / Satire
0.90
Mr.spicy1200
Mar 2, 2026
Birdie num num 😂😂😂
Birdie num num 😂😂😂
Uses playful emoji and nonsensical phrase ('Birdie num num') as comedic commentary.
Humor / Satire
0.90
David-g4u3e
Dec 24, 2025
3:50 - you mispronounced "Singh Hortons" and I know the answer is ZERO
3:50 - you mispronounced "Singh Hortons" and I know the answer is ZERO
A sarcastic joke about mispronunciation and a pun on 'Tim Hortons,' using wordplay to mock the video content.
CanadiansInCarsGettingCocky
Jan 29, 2026
trudeau goin' gangsta! \n\n\n\n\n? ? ?
trudeau goin' gangsta! \n\n\n\n\n? ? ?
Playful slang comment with emojis mocking Trudeau's toughness, purely comedic in tone.
Humor / Satire
0.90
@alvinhenders
Mar 4, 2025
If only we could import some of your politeness to instill in our government officials—we would wholeheartedly pay the 25% tariff on it!
If only we could import some of your politeness to instill in our government officials—we would wholeheartedly pay the 25% tariff on it!
Uses ironic, joking tone to contrast Canadian politeness with American government behavior while accepting tariff consequences.
@BNFaraj-vy9zh
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)