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
Hey Donnie,we will never be a US state,if you want a new state try epstein island ,we know you've been there
Hey Donnie,we will never be a US state,if you want a new state try epstein island ,we know you've been there
Sarcastic response to Trump using humor and innuendo (Epstein reference) to assert Canadian independence and reject annexation.
@maxgames9043
Mar 5, 2025
Mister Prime Minister, you could have used your time much better than speaking directly to Trump and hoping he is listening ..... maybe taking a big dump ....
Mister Prime Minister, you could have used your time much better than speaking directly to Trump and hoping he is listening ..... maybe taking a big dump ....
Uses crude sarcasm and toilet humor to mock the PM's diplomatic approach to Trump, combining satire with implicit policy criticism.
@knallharterhund8929
Mar 4, 2025
lol ? good trump going to win
lol ? good trump going to win
Brief, joking comment expressing approval through casual, ironic tone.
Humor / Satire
0.85
@yatusabes9616
Mar 4, 2025
Lmaoooo you know its bad when the indian guy says its too much! 🤣🤣
Lmaoooo you know its bad when the indian guy says its too much! 🤣🤣
Uses ironic humor and laughing emojis to mock the severity of immigration concerns by noting even an Indian person acknowledges the problem.
Humor / Satire
0.85
TGBM0
Jan 27, 2026
“Even though you’re a very smart guy” rofl
“Even though you’re a very smart guy” rofl
Sarcastic commentary mocking a compliment given in the video, indicated by 'rofl' (laughing).
Humor / Satire
0.85
@Lonegunman9999
Mar 4, 2025
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
Uses sarcastic comparison between TDS (Trump Derangement Syndrome) and LGBT identity to mock Canadian inclusivity, employing ironic commentary.
Haiticast
Jan 27, 2026
The guy on the bike needs his own show
The guy on the bike needs his own show
Light-hearted joke suggesting the person on the bike deserves their own television show, using humor rather than making substantive claims.
Humor / Satire
0.85
NewEnglandkevinfaure
Jan 27, 2026
Trump made America the laughing stock of the world. Not Great again. He turned America into the crackhead cousin at the cookout.
Trump made America the laughing stock of the world. Not Great again. He turned America into the crackhead cousin at the cookout.
Uses humorous metaphor ('crackhead cousin') to satirically critique Trump's presidency and international reputation.
@monsterensemble351
Mar 4, 2025
Trump has seriously united the entire world together... against him. Well done!
Trump has seriously united the entire world together... against him. Well done!
Ironic commentary using sarcasm to critique a political figure by inverting the claim of unity.
Humor / Satire
0.85
@farrahlipsham5533
Mar 5, 2025
Canada becomes Kannada hahaha
Canada becomes Kannada hahaha
Makes a pun conflating 'Canada' with 'Kannada' (South Indian language), using wordplay for comedic effect.
Humor / Satire
0.85
arestoaresto5299
Feb 25, 2026
Buddy with a bike is my favorite character there😂😂 his humor is tops 😂
Buddy with a bike is my favorite character there😂😂 his humor is tops 😂
Lighthearted comment praising a character from the video for humor, using emojis to indicate joking tone.
zero_propagandaa
Jan 28, 2026
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians it's also very ironic when racists complain about assimilation because; what indians are doing is the …
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians
it's also very ironic when racists complain about assimilation because; what indians are doing is the most canadian thing they could do, show up assert their culture spread politics from their own country and be polite. Just like with indigenous people
Uses ironic commentary to critique Canadian hypocrisy on racism and assimilation, employing sarcasm to highlight perceived contradictions.
Spaghettilama
Jan 28, 2026
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
Mocking commentary using humor and emoji to ridicule another commenter's apparent confusion between Indian immigrants and Native Americans.
boomtsstbahhoughahh
Oct 3, 2025
do texas next lmao
do texas next lmao
Joking request to extend the video's scope to Texas, using casual humor ('lmao') rather than serious critique.
Humor / Satire
0.85
floridianslip
Jan 27, 2026
Sleepy joe to donald foe
Sleepy joe to donald foe
Rhyming wordplay ('Sleepy joe to donald foe') used as humorous commentary on political figures.
Humor / Satire
0.85
@Shareefhamida
Mar 4, 2025
Men ham Allohga shukur qilaman kofir bulib tug'ulmaganimga Yoki Sigirni hudo demaganimga Shukur Bu velosipedlik Hayvonga uhshab qolmaganimga😂😂😂
Men ham Allohga shukur qilaman kofir bulib tug'ulmaganimga Yoki Sigirni hudo demaganimga Shukur Bu velosipedlik Hayvonga uhshab qolmaganimga😂😂😂
Comment uses humor and emojis to make light-hearted jokes about religious gratitude and physical appearance, unrelated to immigration policy.
Humor / Satire
0.85
BaTuSaYT
Feb 24, 2026
As soon as Trudeau made his first statement, the guy behind him looked like he wanted to break into a smile
As soon as Trudeau made his first statement, the guy behind him looked like he wanted to break into a smile
Observational humor about a person's facial expression and body language in the video.
Humor / Satire
0.85
@wiremuhewitt8678
Mar 5, 2025
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Uses ironic humor and emojis to mock the hypocrisy of immigrants criticizing immigrants, comparing historical and current immigration.
binoyk7516
Oct 2, 2025
Its NOT about the Fentanyl or Border Crossings Justin. Its because his wife Melania has the hots for you. This is personal for him.
Its NOT about the Fentanyl or Border Crossings Justin. Its because his wife Melania has the hots for you. This is personal for him.
Uses absurdist humor and sarcasm to mock the political situation by making a ridiculous personal claim about Melania Trump.
@JB-re9hc
Mar 4, 2025
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Sarcastic critique comparing Canada favorably to the US through ironic jabs at American schools and politics, using multiple laughing emojis.
Phot0modeTiktok
Jan 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)