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
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Unverified Claim
3,221 comments
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase …
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase Bank main headquarters quite a bit out there and he said its RUN OVER with indians. Chase brings them all here, gets them these work visas youll see every car in the parking lot says student driver on the bumper stickers. They cannot drive. My husband also says the floors they have them all working on stink so bad people gag having to walk in there straight off the elevator. They will just piss on the floor IN THE BATHROOMS they just go wherever they want. These people are their supposed tech smart people and they are stinking and pissing on the floor so imagine the lower IQ ones! They wipe with their barw hand!!!;One hand for wiping no toilet paper and one hand for eating. Thats why they only shake hands with their eating hand. They are disgusting!!!!
Contains multiple demonstrably false and dehumanizing stereotypes about Indian immigrants' hygiene and behavior, presented as personal anecdotes to lend false credibility.
JMac-27
Jan 28, 2026
The problem of Indian people is the gases and bad smell. thanks God
The problem of Indian people is the gases and bad smell. thanks God
Stereotypical, dehumanizing claim about Indian people based on fabricated generalizations without evidence.
الحمدلله-ظ6ج1ش
Jan 28, 2026
Mf Indians= scammers this is the reality. Now call me whatever you want
Mf Indians= scammers this is the reality. Now call me whatever you want
Makes a sweeping false generalization equating an entire ethnic group with criminal behavior.
myonggrg6291
Jan 28, 2026
Do we need any more proof that Trump is a Russian puppet?
Do we need any more proof that Trump is a Russian puppet?
Makes a specific factual assertion (Trump is a Russian puppet) presented as a question without supporting evidence.
Unverified Claim
0.88
@Skyfitter
Mar 4, 2025
What do Indians and Orcs have in common? This punchline can get you arrested for extremism in Canada
What do Indians and Orcs have in common?
This punchline can get you arrested for extremism in Canada
Contains a dehumanizing comparison presented as a joke with false claims about Canadian extremism laws.
wenterinfaer1656
Jan 28, 2026
Trump is a kgb agent
Trump is a kgb agent
Makes a specific factual claim (Trump is a KGB agent) without evidence, presenting a conspiracy theory.
Unverified Claim
0.88
@Alan-l7m2o
Mar 4, 2025
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free …
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free health insurance and better than basic income, just claim refugee. It'll take years to progress. Canada will also give interest free loans while you're here. Most just pool up their funds and buy businesses outright. There is simply no reason why not to leave America and go to Canada.
Contains exaggerated and false claims about Canadian welfare programs, refugee benefits, and immigrant economic behavior designed to alarm.
fusiondust
Jan 28, 2026
People from India, Pakistan Bangladesh Come to Canada Get into car accidents To get easy money
People from India, Pakistan Bangladesh
Come to Canada
Get into car accidents
To get easy money
Presents a conspiracy-like claim about intentional car accidents for fraud, targeting specific ethnic groups without evidence.
donovangordon3383
Feb 16, 2026
Turdeau a dictator who is killing his own people with free drugs--- trudeau has killed more Canadian then Russia ever will
Turdeau a dictator who is killing his own people with free drugs--- trudeau has killed more Canadian then Russia ever will
Makes specific factual claims (Trudeau killed more Canadians than Russia) without evidence, combined with alarmist framing.
@TrevorWetmore
Mar 5, 2025
Almost all of them just enrolled in Canada not really to study, but to use Canada as a pathway to cross into the US, which is why they disappear after enrolling in school. That’s the …
Almost all of them just enrolled in Canada not really to study, but to use Canada as a pathway to cross into the US, which is why they disappear after enrolling in school.
That’s the kind of moves people from INDIA’s make.
Makes specific factual claims about Indian students using Canada as a pathway to the US without evidence, and stereotypes a nationality.
ArEm672
Sep 30, 2025
We would only be lucky if all our immigrants came from India because in my 30 plus years of interactions with them I'd say bring more of them and stop bringing in Islamic terrorists Pakistani …
We would only be lucky if all our immigrants came from India because in my 30 plus years of interactions with them I'd say bring more of them and stop bringing in Islamic terrorists Pakistani at that, you never hear of a suicide bomber from India blowing himself up on our buses subways schools etc as Muslims do yes we had a air India bombing from infighting but that's so rare because their religion doesn't teach them to convert or kill like piss lam does and that thing Muslims do because their Quran teaches them its okay you know sexually enslaving our infidels girls, another good point is they will fight side by side with us once the Muslims start following their qurans and wage jihad on our asses
Contains demonstrably false claims about religious teachings, suicide bombing statistics, and sexual violence, mixed with discriminatory stereotyping of Muslims and Pakistanis.
John-jc4om
Jan 29, 2026
İnsan ırkını melezleştirip saf ırkları yok etmek amacıyla Siyonistler tarafından planlanan bir durum. Aynısını Amerika'da Türkiye'de kanadada İngiltere'de gibi yerlerde görebiliriz.
İnsan ırkını melezleştirip saf ırkları yok etmek amacıyla Siyonistler tarafından planlanan bir durum. Aynısını Amerika'da Türkiye'de kanadada İngiltere'de gibi yerlerde görebiliriz.
Presents a conspiracy theory about deliberate demographic replacement by a named group, combining false claims with alarmist framing.
refreshkaya2006
Feb 12, 2026
Trump is a Russian asset... Please fake check me!
Trump is a Russian asset... Please fake check me!
Makes a specific factual claim about political allegiance without evidence, then requests fact-checking.
Unverified Claim
0.88
@biglaur1953
Mar 4, 2025
It's done on purpose = 100 million people for 2100 in 75 years Magically the same problem is happening to white countries around the world
It's done on purpose = 100 million people for 2100 in 75 years
Magically the same problem is happening to white countries around the world
Presents unsubstantiated conspiracy claim about intentional population targets and coordinated global demographic replacement.
MOONSHIPETH
Jun 16, 2025
Go to bohemian grove and mexico ranch owned by epstein
Go to bohemian grove and mexico ranch owned by epstein
Makes unsubstantiated claims linking unrelated conspiracy theories to the immigration discussion.
Unverified Claim
0.88
malanoticia-h5z
Feb 11, 2026
Blame Prime Minister of India, Nerander Modi and his party for sending millions of Hindus to the western nations in the name of students. All students from India are fake. They are in West to …
Blame Prime Minister of India, Nerander Modi and his party for sending millions of Hindus to the western nations in the name of students.
All students from India are fake. They are in West to introduce HINDUTVA, HINDU IDEOLOGY AND RACISM.
Makes sweeping unverified claims that all Indian students are 'fake' and part of an ideological conspiracy to spread 'Hindutva' in Western nations.
torontoinoneday5605
Apr 15, 2025
USA just exposed the Indian government is working with criminal gangs to do this
USA just exposed the Indian government is working with criminal gangs to do this
References an unverified claim about USA exposing Indian government involvement without credible sourcing.
Unverified Claim
0.88
navdhillon7912
Feb 18, 2026
INDIA AND PAKISTAN ARE BOTH ABUSING THE SYSTEM AND SCREAMING INTO CANADA. And with the new CORRUPT CRIMINAL GOVERNMENT allowing them to bring in their OLD FAMILY MEMBERS IN TOTAL, we in Canada will be …
INDIA AND PAKISTAN ARE BOTH ABUSING THE SYSTEM AND SCREAMING INTO CANADA. And with the new CORRUPT CRIMINAL GOVERNMENT allowing them to bring in their OLD FAMILY MEMBERS IN TOTAL, we in Canada will be out populated in a few years. BY LITERAL CRIMINALS.
So WHY are these officials not being held to the law and SHOWING THAT THEY ARE ALREADY GUILTY OF TREASON!
Makes specific factual claims without evidence (system abuse, criminal government, treason) while expressing demographic anxiety and national identity concerns.
WhyPropagandaWorks
Sep 30, 2025
4:35 that is better than not serving you and not able to buy something from their shops like the jews ones in the last video
4:35 that is better than not serving you and not able to buy something from their shops like the jews ones in the last video
Makes a false and inflammatory comparison between immigrant business practices and Jewish shop owners, combining unverified claims with ethnic stereotyping.
mosmaantech556
Jan 28, 2026
Darn. Joanie is exactly describing PP's wife, who crossed our border illegally and has been living high off the hog for years on end now in a taxpayer funded mansion, with servants. Huh.
Darn. Joanie is exactly describing PP's wife, who crossed our border illegally and has been living high off the hog for years on end now in a taxpayer funded mansion, with servants. Huh.
Makes unverified claims about a political figure's spouse crossing the border illegally and living in taxpayer-funded luxury, presenting speculation as fact.
deborahhennessey
Feb 23, 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)