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
Unverified Claim
3,221 comments
are you fucking kidding with that sponsor its literally a huge scam being promoted by bots which literally tries to steal your accounts on stuff fucking idiot
are you fucking kidding with that sponsor its literally a huge scam being promoted by bots which literally tries to steal your accounts on stuff fucking idiot
Makes unsubstantiated claims about a sponsor being a scam and calls out the video creator.
refund763
Jan 29, 2026
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all big white countries they just wanna turn people against because there’s a growth in their people
Alleges the video is propaganda designed to manipulate public opinion against specific groups while defending Indians, combining conspiracy thinking with identity claims.
R4ZAR4
Jan 29, 2026
khalisthan is terrrist organization
khalisthan is terrrist organization
Makes a political/security claim about Khalistan without context or evidence, appearing to conflate a political movement with terrorism.
Unverified Claim
0.80
AMARKUMAR-de9ow
Jan 29, 2026
8:42 same thing as in Minnesota with the scamali They scam here to pay their political-terrorist agenda “back home” 🚩
8:42 same thing as in Minnesota with the scamali
They scam here to pay their political-terrorist agenda “back home” 🚩
Makes unsubstantiated claims linking immigrants to scams and political-terrorist agendas without evidence.
ElizabetaDante
Jan 27, 2026
I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled so …
I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled so bad. I even saw five men with one woman and was shocked. I will never go back there again.”
Anecdotal story containing stereotypical and dehumanizing claims about Indian people presented as fact.
Babarwrrite
Jan 29, 2026
0:41 I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled …
0:41 I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled so bad. I even saw five men with one woman and was shocked. I will never go back there again
Duplicate anecdotal story with stereotypical and dehumanizing claims presented as factual testimony.
Babarwrrite
Jan 29, 2026
And all 2.9 had a child to stay here…. Or seek asylum… they wanted to circumnavigate the immigration system… deport them all and the children they have!
And all 2.9 had a child to stay here…. Or seek asylum… they wanted to circumnavigate the immigration system… deport them all and the children they have!
Makes unsupported claim that 2.9 million immigrants had children to circumvent immigration system, presented as fact.
knganth3m
Jan 15, 2026
@pwila Fkface beatch having a mental breakdown under comments thinking anyone who hates their restarded arse is a muslim😂
@pwila Fkface beatch having a mental breakdown under comments thinking anyone who hates their restarded arse is a muslim😂
Abusive comment with ethnic slurs and false accusations, combined with meta-commentary about other commenters' behavior.
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
INDIA NEED A ONE CHILD POLICY!!! can’t say it’s racist the Chinese did it to help curb world population. They helped the world!
INDIA NEED A ONE CHILD POLICY!!! can’t say it’s racist the Chinese did it to help curb world population. They helped the world!
Makes false equivalence between China's one-child policy and population control, misrepresenting facts and applying them to India.
sameaulahad2824
Jan 29, 2026
They are friends behind closed doors! \nWake up people your being played its how they stay in power and wealth and you stay in poverty and hardship fear and worry.\nSeriously guys are you really that …
They are friends behind closed doors! \nWake up people your being played its how they stay in power and wealth and you stay in poverty and hardship fear and worry.\nSeriously guys are you really that stupid to believe the nonsense you see on the tv and radio,
Presents unsubstantiated conspiracy theory that leaders are secretly allied to maintain power and wealth inequality.
@drewred5744
Mar 4, 2025
And 2.8 million will simply hang around.
And 2.8 million will simply hang around.
Presents a specific numerical claim (2.8 million immigrants remaining) without evidence to suggest policy failure.
Unverified Claim
0.80
g.w.7893
Jan 15, 2026
400,000? IT WAS 800 THOUSAND BY MAY!!!!
400,000? IT WAS 800 THOUSAND BY MAY!!!!
Presents a specific factual claim (immigration numbers doubled to 800k by May) without evidence, contradicting the video's figures.
imagemaker6593
Jan 6, 2026
These are fraud colleges opened to solicite money inthe name of Canadian university
These are fraud colleges opened to solicite money inthe name of Canadian university
Makes an unsubstantiated claim that colleges are fraudulent schemes designed to solicit money.
Form_Evolve_Invent_India
Jan 29, 2026
Trump and the Republicans have sold out to Putin.
Trump and the Republicans have sold out to Putin.
Makes a specific factual assertion about Trump and Republicans' alleged collusion with Putin without supporting evidence.
Unverified Claim
0.80
@david4096
Mar 4, 2025
These Indian only hire their own people and discriminate against others
These Indian only hire their own people and discriminate against others
Makes a sweeping, unsubstantiated claim about discriminatory hiring practices by Indian business owners without evidence.
thetruth392
Jan 29, 2026
A student visa is totally fraud they are just enrolled students for immigration only.
A student visa is totally fraud they are just enrolled students for immigration only.
Makes a sweeping, unsubstantiated claim that student visas are fraudulent schemes without evidence.
MullBatoora-kf6cj
Jan 29, 2026
Brampton has a monkey man statue, So they are monkeys? Makes sense.
Brampton has a monkey man statue, So they are monkeys? Makes sense.
Makes a dehumanizing false claim using a statue as fabricated evidence of demographic characteristics.
glennpritchard274
Jan 29, 2026
they still poo on streets
they still poo on streets
Makes a specific dehumanizing factual claim about immigrant behavior without evidence, targeting a particular group.
IsmailPainedeCirc
Jan 27, 2026
8:52 their god looks like a Monkey
8:52 their god looks like a Monkey
Offensive, dehumanizing stereotype presented as fact, referencing a specific timestamp in the video.
NoahMyers
Jan 28, 2026
no wonder young immigrates do so much crime, parents have no cutler on what the west is like because every place suits them.
no wonder young immigrates do so much crime, parents have no cutler on what the west is like because every place suits them.
Unsubstantiated causal claim linking immigrant parenting to crime, expressing demographic anxiety.
CherryNecessary
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)