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
Guy on the bike was too funny
Guy on the bike was too funny
Light-hearted comment about a video participant's performance, treating the content as entertainment rather than engaging substantively with immigration issues.
jorgitobest1366
Jan 27, 2026
Justin needs to change his tampon
Justin needs to change his tampon
Uses crude sarcasm/insult as a form of political mockery directed at the Prime Minister.
@buckz55
Mar 4, 2025
Justin Trudeau. That's how. The most punchable face in Canada. Anyone have Ty Domi's #?
Justin Trudeau. That's how. The most punchable face in Canada. Anyone have Ty Domi's #?
Sarcastic attack on Justin Trudeau using crude humor and a veiled threat reference, mixing satire with political criticism.
General_Artorius
Jul 10, 2025
11:47 you really think we believe this s$#%? 🤨🤨🤔🤔🤣🤣🤦🤦👌👌
11:47 you really think we believe this s$#%?
🤨🤨🤔🤔🤣🤣🤦🤦👌👌
Skeptical, sarcastic commentary with emojis questioning the credibility of the video's claims.
D3ATHANG3L21
Jan 27, 2026
Who would have thought an ideological zealot with a flare for dramatics would have gone overboard?! (On everything)😖
Who would have thought an ideological zealot with a flare for dramatics would have gone overboard?! (On everything)😖
Sarcastic rhetorical question with ironic tone criticizing leadership character and policy overreach.
happydaze7386
Jun 16, 2025
Canada be smelling like BO everywhere! 😅
Canada be smelling like BO everywhere! 😅
Joking criticism of Canada using crude humor and emoji, satirizing the country's conditions.
Humor / Satire
0.80
Michelle.A79
Feb 9, 2026
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
How do we tag Donald Trump😂
How do we tag Donald Trump😂
Joking question about tagging Donald Trump, using humor to make a political reference related to immigration discourse.
ashleyiyoupe6013
Feb 25, 2026
Let's increase it 109x more!!!
Let's increase it 109x more!!!
Extreme exaggeration (109x increase) used sarcastically to mock or critique the immigration policy being discussed.
Humor / Satire
0.80
Skelch777
Dec 29, 2025
Welcome to Liberal Canada Tyler. We have angry drivers, smugglers, bad Timmies, foreign worker exploitation and immigrants illegally stealing Salmon with blankets.
Welcome to Liberal Canada Tyler.
We have angry drivers, smugglers, bad Timmies, foreign worker exploitation and immigrants illegally stealing Salmon with blankets.
Satirical list of Canadian problems uses irony and exaggeration to critique the country and its policies.
thecoffeebadger5807
Jan 27, 2026
When you say “greatest country on earth” what is it exactly you’re great at? 🤣
When you say “greatest country on earth” what is it exactly you’re great at? 🤣
Sarcastic question challenging nationalist claims about Canada's greatness using ironic tone.
rawad2472
Jan 27, 2026
Guy on the bike for prime minister!!
Guy on the bike for prime minister!!
Jokingly suggests a person from the video should become prime minister, using ironic humor.
lucasglowacki4683
Jan 27, 2026
Queue up that meme where a massive hoard of zombies is running towards a point.. that’s all the Indians watching and commenting on this video right now.😂🤣
Queue up that meme where a massive hoard of zombies is running towards a point.. that’s all the Indians watching and commenting on this video right now.😂🤣
Uses meme reference and emoji to make a satirical/joking comment about Indian viewership, though with underlying identity-based framing.
SMN7861
Jan 27, 2026
All our tax dollars just paid for that face-lift she got.
All our tax dollars just paid for that face-lift she got.
Uses sarcastic/satirical attack on the Premier's appearance, implying misuse of public funds through ironic commentary.
Humor / Satire
0.80
@Fern_kitsune
Feb 20, 2026
Canada is finally united. Here. I fixed the title for you.
Canada is finally united. Here. I fixed the title for you.
Sarcastic comment suggesting Canada is now unified, implying ironic commentary on divisive immigration debates.
RyersonHaha7
Feb 12, 2026
Trump tantrums
Trump tantrums
Sarcastic, dismissive characterization of Trump's behavior using the term 'tantrums' as ironic commentary.
Humor / Satire
0.80
@geraldpayumo8396
Mar 4, 2025
As a American, the only two languages Trump can speak are Bull and Shit...
As a American, the only two languages Trump can speak are Bull and Shit...
Uses crude wordplay joke to satirize Trump's communication abilities and credibility.
@lonewolf7761
Mar 4, 2025
60% india. As for the government data, still even today doesn't make hundreds ruppe a day 60% of India that roughly work about 70cr indians people's you don't make even hundreds rupees per day India …
60% india. As for the government data, still even today doesn't make hundreds ruppe a day 60% of India that roughly work about 70cr indians people's you don't make even hundreds rupees per day India is a poor country In india where 90cr indians can't afford 2 time food 50lakh childrens die every year due to the hunger 30cr indians are homeless 40cr Indians living in deadly slums 800 million Indian waiting everymonth for 5kg atta (source indian gourmet data 2024) So Indians love india so much they are immigrated to Canada, UK, Europe and the USA to talk about how great India is 😂😂😂
Uses ironic commentary and statistics about India's poverty to satirize the contradiction of Indians emigrating while praising their home country.
Kingovv
Feb 24, 2026
canada is the new india saaaar do not redeem the indianphobia saaar
canada is the new india saaaar do not redeem the indianphobia saaar
Sarcastic comment using exaggerated 'saaaar' dialect and comparing Canada to India in a mocking tone.
reisen888
Feb 28, 2026
I think it's so hilarious that he bought a knife for protection I love this videos but he only keeps on proving how much of a 🐱🐱🐱🐱 he is lmfao
I think it's so hilarious that he bought a knife for protection I love this videos but he only keeps on proving how much of a 🐱🐱🐱🐱 he is lmfao
Mocking commentary on the video creator's behavior, using sarcasm and crude humor to critique his credibility.
thetinggoBOP
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)