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
Actually it’s 50 percent because he made a 25 percent tariff. So now it’s not 25 it’s 50.
Actually it’s 50 percent because he made a 25 percent tariff. So now it’s not 25 it’s 50.
Makes a specific mathematical claim about tariff rates (50% vs 25%) presented as fact without evidence or source.
Unverified Claim
0.85
@mahoganysins614
Mar 4, 2025
This is fake news
This is fake news
Makes a blanket factual assertion ('This is fake news') without evidence or specific claims being disputed.
Unverified Claim
0.85
@luciomartinez9653
Mar 4, 2025
W Polsce za to mamy ukraińców 🐷 którzy jedzą kupę 🤮
W Polsce za to mamy ukraińców 🐷 którzy jedzą kupę 🤮
Derogatory stereotyping of Ukrainian immigrants in Poland with crude, unsubstantiated claims presented as fact.
DarkSite-
Feb 14, 2026
It’s Hindu who eat number 2 they worship the cow that’s why
It’s Hindu who eat number 2 they worship the cow that’s why
Makes a false, stereotypical claim about Hindu dietary practices to demean a religious group.
L.NormanUK
Jan 28, 2026
Quién invado América nativa ocupada de los judíos sionista masónica 👹 y los ingleses qué ahora quieren invadir todo mundo 😂😂😂😂
Quién invado América nativa ocupada de los judíos sionista masónica 👹 y los ingleses qué ahora quieren invadir todo mundo 😂😂😂😂
Contains conspiracy theories blaming Jewish/Masonic/English groups for invasion, mixing fabricated historical claims with alarmist framing.
elenarata1505
Feb 13, 2026
Heroinn Heroin den 70% of them are truck drivers and they smoke heroin secretly from their families and they use meth, they drive cars like crazy and endanger people by increasing the price of insurance.
Heroinn Heroin den 70% of them are truck drivers and they smoke heroin secretly from their families and they use meth, they drive cars like crazy and endanger people by increasing the price of insurance.
Makes unsubstantiated claims about drug use and dangerous driving among a specific ethnic group, combining false stereotypes with threat rhetoric.
KURDGOAT004
Feb 12, 2026
4:13 the people who ate urine and poop of cow are the superstious people they think it is holy so..
4:13 the people who ate urine and poop of cow are the superstious people they think it is holy so..
Makes a false and inflammatory claim about Indian cultural practices, combining misinformation with ethnic stereotyping.
Wanderdust61
Feb 13, 2026
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 …
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 Canada sure has changed
Makes unsubstantiated claims about extortion and criminal activity by immigrants, mixing anecdotal concerns with fabricated narratives.
ashhotti3887
Feb 12, 2026
Indians overwhelming Canada with fake diplomas and IDs. Kick them out.
Indians overwhelming Canada with fake diplomas and IDs. Kick them out.
Makes unsubstantiated claims about a specific nationality committing fraud and calls for expulsion based on these false allegations.
海岛风情
Feb 12, 2026
Brothers, India is dirty only because people of all types of communities live there, that is why there are only a few selected communities who like to live in filth. ❤India is dirty only because …
Brothers, India is dirty only because people of all types of communities live there, that is why there are only a few selected communities who like to live in filth. ❤India is dirty only because of the wrong community people there.
Makes false, inflammatory generalizations about Indian communities and cleanliness, promoting stereotypes and misinformation.
HackwithManav
Feb 11, 2026
Bomb blasts are carried out by the Muslim community, not the Hindu community.
Bomb blasts are carried out by the Muslim community, not the Hindu community.
Makes a false generalization attributing bomb blasts to Muslim communities while exonerating Hindu communities without evidence.
LordBuddha-w8z5l
Feb 11, 2026
The Russians own Trump. It's obvious.
The Russians own Trump. It's obvious.
Presents a specific factual claim ('Russians own Trump') without evidence, characteristic of conspiracy theory framing.
Unverified Claim
0.85
@thebottles2667
Mar 4, 2025
Blame it on prime minister trump.
Blame it on prime minister trump.
Makes a factually false claim attributing Canadian policy to a US president, demonstrating confusion or deliberate misinformation.
Unverified Claim
0.85
br9811
Feb 11, 2026
Brampton has become New India... Note the relationship between skyrocketing scam, fraud, and the population of Punjabi's and Sikhs
Brampton has become New India... Note the relationship between skyrocketing scam, fraud, and the population of Punjabi's and Sikhs
Makes a causal claim linking ethnic/religious demographics to crime rates without evidence, combining false correlation with ethnic stereotyping.
TheLitman72
Feb 10, 2026
They get their license handed to them in brampton. Ontario. They literally do it. It's a scam, okay, because the tow truckers. Okay, they get the calls, but it's a mafia owned. So that's why …
They get their license handed to them in brampton. Ontario. They literally do it. It's a scam, okay, because the tow truckers. Okay, they get the calls, but it's a mafia owned. So that's why they do drivers school with them. They know they can't drive, but they pay for their license. And they hope they get in an accident. It's a big mafia scam.
Makes unsubstantiated claims about mafia-controlled driver licensing scams in Brampton, combining conspiracy thinking with alarmism.
KevR-h5o
Feb 9, 2026
Africans are unintelligent, terrible terrible, people.😮... The ignorance of the man.
Africans are unintelligent, terrible terrible, people.😮... The ignorance of the man.
Demonstrably false racial stereotype presented as fact, with the commenter ironically calling out ignorance.
t-wo89
Feb 9, 2026
Canadian liberal government is so generous that they even gave human traffickers a job. What a nice place.
Canadian liberal government is so generous that they even gave human traffickers a job. What a nice place.
Makes a false, inflammatory claim about the government employing human traffickers, combining sarcasm with a fabricated accusation.
theboshane
Feb 8, 2026
OMG! YOU'RE ALIVE 😭 I WATCHED YOU GOING ON THE EPSTEIN ISLAND
OMG! YOU'RE ALIVE 😭
I WATCHED YOU GOING ON THE EPSTEIN ISLAND
A conspiracy theory claim falsely linking the video creator to the Epstein scandal, representing fabricated and defamatory misinformation.
JooLovesDan
Feb 8, 2026
reptilians aim to extract loosh by civilising third world. AI surveillance technology will enable them to do this
reptilians aim to extract loosh by civilising third world. AI surveillance technology will enable them to do this
Presents conspiracy theory about reptilians and AI surveillance with no factual basis.
Unverified Claim
0.85
hollyhabanero117
Feb 7, 2026
Bring more Vietnamese 😂! They are the most fun and hard-working people in world. Their average IQ is 110. They are either Catholics or Buddhists.
Bring more Vietnamese 😂! They are the most fun and hard-working people in world. Their average IQ is 110. They are either Catholics or Buddhists.
Makes false claims about IQ statistics and stereotypes Vietnamese people, mixing praise with pseudoscientific misinformation.
liujay9609
Feb 5, 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)