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
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Satirical/mocking comment using cultural stereotypes as a form of sarcastic commentary on immigration.
kevininginselalugajian1127
Jan 27, 2026
it's really weird to hear a leader speak in full sentences, use big words and not call anyone names.
it's really weird to hear a leader speak in full sentences, use big words and not call anyone names.
Ironic commentary contrasting a leader's articulate speech with Trump's typical communication style, using sarcasm to critique.
@BlueCollarBeerSnob
Mar 4, 2025
😅😆😁😄😃😀🤣 0:12 "Indians are generally a dirty People"..."they don't seem to be eating poo"
😅😆😁😄😃😀🤣
0:12
"Indians are generally a dirty People"..."they don't seem to be eating poo"
Uses emojis and quotes what appears to be offensive/fabricated statements in a mocking tone, likely satirizing xenophobic rhetoric.
jaiyabyrd4177
Jan 27, 2026
The guy in bike sound like trump lol
The guy in bike sound like trump lol
Makes a joking comparison between someone in the video and a political figure.
ThaexakaMavro
Feb 28, 2026
Well he did say he would build a wall. Unfortunately it's to keep us in and away from the world.
Well he did say he would build a wall. Unfortunately it's to keep us in and away from the world.
Uses ironic commentary and sarcasm to critique Canadian border/immigration policy through a wall metaphor.
@Weaselbroom
Mar 4, 2025
Looks like the liberal gun ban is working
Looks like the liberal gun ban is working
Uses ironic sarcasm to comment on gun policy effectiveness, implying the opposite of the stated claim through satirical tone.
Paul-gf9fc
Feb 24, 2026
Add Hindu Tax. They will leave.
Add Hindu Tax.
They will leave.
Sarcastic suggestion to impose discriminatory tax on Hindu immigrants to drive them away, using dark humor.
deshanrathnayake2737
Feb 24, 2026
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
It's as if Canada is filling up with Indians so America won't want to take them over
It's as if Canada is filling up with Indians so America won't want to take them over
Uses sarcastic conspiracy-like framing about Canada's immigration policy as a humorous jab.
joker090100
Jan 27, 2026
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Uses sarcasm to mock the 'great replacement' conspiracy theory, ironically citing Wikipedia as a source in a dismissive tone.
Notenjoying
Jan 27, 2026
If he can't read, I don't think the term, smart, applies to Trump.
If he can't read, I don't think the term, smart, applies to Trump.
A sarcastic jab questioning Trump's intelligence based on the premise of the video, using ironic tone.
Humor / Satire
0.80
@rogetrogetgiddy
Mar 4, 2025
“I came here as a Student”😂 Yeah we don’t doubt that, buddy!
“I came here as a Student”😂
Yeah we don’t doubt that, buddy!
Uses sarcasm and skepticism to mock an immigrant's stated reason for coming to Canada, implying deception through ironic tone.
Athithan_2000
Jan 27, 2026
You know its bad when the old asian woman is calling you out on your driving lmao
You know its bad when the old asian woman is calling you out on your driving lmao
Uses joking tone to comment on a video moment, making light of a driving incident involving an Asian woman.
justinmassey7651
Feb 27, 2026
United State of poopjeet ✅😂😂
United State of poopjeet ✅😂😂
Uses a derogatory slur and meme format as satirical commentary on Indian immigration, combining offensive humor with a false claim.
My_name_is_khan_009
Jan 27, 2026
That guy with the bike is sooo hurt 😂😂😂😂😂😂 racist fk
That guy with the bike is sooo hurt 😂😂😂😂😂😂 racist fk
Mocking commentary with laughing emojis about someone's reaction in the video, using sarcasm to critique perceived racism.
TWAKSTAR
Feb 27, 2026
Africans catching strays out here 😫😫😫😫
Africans catching strays out here 😫😫😫😫
Uses slang and emojis in a joking manner about collateral damage in a conversation, employing casual humor.
Humor / Satire
0.80
bawdiestcupid
Jan 27, 2026
Canada needs to build a wall. And make the USA pay for it.
Canada needs to build a wall.
And make the USA pay for it.
Uses ironic reversal of Trump's wall proposal applied to Canada, combining sarcasm with political commentary.
RitalinBoy
Dec 10, 2025
How much did YOU give to Ukraine? Ok clown
How much did YOU give to Ukraine? Ok clown
Uses sarcastic rhetorical question and dismissive language ('clown') to mock someone's position on Ukraine aid.
@trumpcard4182
Mar 4, 2025
Maybe it's Canada's long game plan to save water and by that, save the planet. More indians = less showers = less water usage = planet.. saved?
Maybe it's Canada's long game plan to save water and by that, save the planet.
More indians = less showers = less water usage = planet.. saved?
Sarcastic joke using a false stereotype about shower habits to mock immigration concerns.
ImARealHumanPerson
Jan 27, 2026
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Mocking criticism of someone's racist statement that confused geographic regions, using ironic humor.
TitanicSwimTeam07
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)