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
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per …
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per cent of the workforce will be Hindu or Pakistani. NO WHITES ALLOWED. Tim Horton's is now hiring.....
Makes specific fabricated claims about Mark Carney approving immigrants and predicts demographic replacement with inflammatory language about exclusion.
AlexusYoung-h6t
Sep 3, 2025
They are dirty people for the most part! They 💩 anywhere in public then don't wipe their 🫏 and walk around like that. 🤮
They are dirty people for the most part! They 💩 anywhere in public then don't wipe their 🫏 and walk around like that. 🤮
Dehumanizing stereotypes presented as fact with no evidence, combining false generalizations with xenophobic framing.
daveallanbonner1682
Jan 27, 2026
The guy on the bike should run for office. I agree most black people are dumb as fuck and violent
The guy on the bike should run for office. I agree most black people are dumb as fuck and violent
Contains demonstrably false racial stereotypes presented as fact, combined with identity-based prejudicial claims.
TheRt2bear
Jan 28, 2026
these bio weapons ruined india, now they will come to your nation and tell you how to ruin yours and if you dont accept u r racist btw , india was just voted the most …
these bio weapons ruined india, now they will come to your nation and tell you how to ruin yours and if you dont accept u r racist
btw , india was just voted the most polluted nation on earth by far
Makes false claims about 'bio weapons' and conspiracy-like accusations, combined with alarmist framing about cultural imposition.
purplelizard777
Jan 27, 2026
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will be replaced.
He has said we have no core identity and are the “first post national state”.
These liberals let illegals in knowing they have a fake asylum claim but let them in and give them free housing free food free healthcare free money to the tune of $224 bucks a day. It takes near 4 years to have an asylum claim heard in Canada.
So they are paid well over $320,000 bucks.
And nobody wants to talk about this but these covid shots sterilizes males and females. But immigrants be it legal or illegals
We’re not mandated to take the shots.
I just read a piece on substack. I highly recommend you find it and read it.
Quote
Leaked internal Pfizer documents have revealed a disturbing truth: the vaccine’s greatest impact may not be on the lungs, but on the future of human reproduction.
LIONESS OF JUDAH MINISTRY
SEP 09, 2025
End Quote
Quote:
It’s titled
Pfizer knew mRNA nanoparticles attack baby boys testes, damaging masculinity and fertility for generations.
Contains multiple unsubstantiated claims including fabricated quotes, conspiracy theories about vaccines and immigration, and replacement theory rhetoric.
tammyrobinson5249
Sep 10, 2025
I work for CRA. I'll let you guess which ethnic group has the most compliance issues when it comes to failure to pay taxes and remit GST/HST and payroll source deductions. I'll let you guess …
I work for CRA. I'll let you guess which ethnic group has the most compliance issues when it comes to failure to pay taxes and remit GST/HST and payroll source deductions. I'll let you guess but it shouldn't be very hard. They are known for butter chicken, smelling like curry, and throwing trash everywhere.
Makes specific factual claim about tax compliance by ethnic group without evidence, paired with ethnic stereotyping (food, smell, behavior).
RogerFedupderor
Sep 28, 2025
Insurance fraud, mortgage fraud, license fraud, education fraud, business fraud. Scams galore. Not every indian but always an indian.
Insurance fraud, mortgage fraud, license fraud, education fraud, business fraud. Scams galore. Not every indian but always an indian.
Sweeping generalization attributing fraud patterns to a specific ethnic group without evidence, combining stereotype with false causal claims.
ljguy300
Jan 27, 2026
“The guy with the bike was so honest” fucking hell?!?!? Saying Africans have an average iq <70/rape is part of their culture is genuinely retarded and spewing racist bs. Idk what honesty that is
“The guy with the bike was so honest” fucking hell?!?!? Saying Africans have an average iq <70/rape is part of their culture is genuinely retarded and spewing racist bs. Idk what honesty that is
Calls out racist pseudoscientific claims (IQ statistics, cultural stereotypes) as false and morally wrong.
bane18
Jan 27, 2026
Putin isn't the bad guy. Nato and Klaus swab WEF is !
Putin isn't the bad guy. Nato and Klaus swab WEF is !
Presents unsubstantiated claims that Putin is not the villain and that NATO/WEF are the real threats, reflecting conspiracy thinking.
Unverified Claim
0.90
@Baiasa13
Mar 5, 2025
It’s a program of genocide all started back in the 60s but Pierre Trudeau..
It’s a program of genocide all started back in the 60s but Pierre Trudeau..
Makes a demonstrably false conspiracy claim about genocide linked to Pierre Trudeau without evidence.
FrogDolphin88
Jan 27, 2026
96% of ALL Canadas immigrants come from India. That means its NOT multiculturalism, its an INVASION!!!!
96% of ALL Canadas immigrants come from India. That means its NOT multiculturalism, its an INVASION!!!!
Makes a specific false factual claim (96% of Canadian immigrants from India) presented without evidence, framed as an 'invasion' to invoke demographic threat.
doobydude420
Aug 28, 2025
their average IQ is 78. in all of india there is less than 3000 people with an IQ over 130. over 1.5 billion people, over 4.25x the number of people in the USA. yet any …
their average IQ is 78. in all of india there is less than 3000 people with an IQ over 130. over 1.5 billion people, over 4.25x the number of people in the USA. yet any midsize american city will have more people with 130 IQ than all of india.
Makes demonstrably false claims about IQ statistics and uses pseudoscientific reasoning to demean an entire population.
JuanWonOneYuan
Jan 27, 2026
*REMEMBER KALERGI PLAN?* 🧃🧃🧃☪️☪️☪️
*REMEMBER KALERGI PLAN?* 🧃🧃🧃☪️☪️☪️
Commenter references the Kalergi Plan conspiracy theory, a debunked antisemitic myth used to promote demographic replacement fears.
SIBERIAN-TIGERS
Jan 27, 2026
Looks like Kalergi's plan is also unfolding flawlessly in Canada
Looks like Kalergi's plan is also unfolding flawlessly in Canada
References the Kalergi conspiracy theory, a debunked white supremacist myth about demographic replacement in Europe and Canada.
oooooooooooooooooo709
Jan 27, 2026
I dont know about anywhere else in canada but ive noticed that a growing number of men lurking around playgrouds trying to lure children are east indian males in their 20's-30s. These cultures in their …
I dont know about anywhere else in canada but ive noticed that a growing number of men lurking around playgrouds trying to lure children are east indian males in their 20's-30s. These cultures in their own countries had arranged marriages where they married children and is something they are bringing to our country except we dont allow that here so we are taking in these preditors who clearly want a young child and shielding them because if we point this out were racist. And to be clear i know theres other races that are preditors canadians included . But its a scary number of them that are young imigrant males who marry children in their own country
Makes specific factual claims about predatory behavior patterns among East Indian immigrant males without evidence, framing as a demographic threat.
leanne3093
Aug 30, 2025
"sub sahara intelligence level below 70", people with that level of intelligence cannot take care of themselves much less reason or use a computer... am i dead? lol, okay seriously, anyone with an IQ above …
"sub sahara intelligence level below 70", people with that level of intelligence cannot take care of themselves much less reason or use a computer... am i dead?
lol, okay seriously, anyone with an IQ above 110 - i am saying this knowing the IQ system is flawed but is the most common metric everyone can understand - who seriously believes a region of people exists with below 70 IQ as an average is clearly dumb. Believing online graphs without investigating the sources to prove your biast is dumb, the guy on the bike is dumb.
I's not racism or anti racism, it's just reality, people with that level of IQ grouped together would not be able to take care of themselves, they would die out, it would not be possible, i would not even exist as a software developer before AI became mainstream.
Commenter critiques racist pseudoscientific claims about IQ and intelligence by region, debunking misinformation with logical reasoning.
malumbosiwale3832
Jan 27, 2026
Well, atleast both men and women work and pay taxes, in comparison to the small hats that are only praying. They literally have 10-20 kids, only women work allegedly and are extremely racist against all …
Well, atleast both men and women work and pay taxes, in comparison to the small hats that are only praying. They literally have 10-20 kids, only women work allegedly and are extremely racist against all other races. All while living on others cost, free food, free homes and no worries in life. Literally the parasites of the world.
Contains fabricated stereotypes and false claims about a religious/ethnic group's behavior, welfare use, and racism.
wiktorixgaming8014
Jan 27, 2026
I bet it smells in Brampton. A stinky, dirty people.
I bet it smells in Brampton. A stinky, dirty people.
Makes a dehumanizing, stereotypical claim about a city's population based on ethnic/cultural composition without factual basis.
IsaacMandel86
Jan 29, 2026
INDIAN PRINCIPLES EXPOSED FINALLY!!! DIFFERENT CULTURE IMPOSE!!! THERE HERE TO TAKE ADVANTAGE OF GOVERNMENT LOOPHOLE LEGALLY!!!LIKE SEVEN YEARS TAX BREAKS ON BUSINESS AFTER SELL IT TO FAMILY MEMBERS IT'S A CYCLE! WHEN HIRING ONLY INDIANS …
INDIAN PRINCIPLES EXPOSED FINALLY!!! DIFFERENT CULTURE IMPOSE!!! THERE HERE TO TAKE ADVANTAGE OF GOVERNMENT LOOPHOLE LEGALLY!!!LIKE SEVEN YEARS TAX BREAKS ON BUSINESS AFTER SELL IT TO FAMILY MEMBERS IT'S A CYCLE! WHEN HIRING ONLY INDIANS NEED TO APPLY! NOT HERE TO BUILT BETTER COUNTRY! BUT TO TAKE OVER ! MEXICANS NO SECRET NEVER DO CONSTRUCTION JOBS FOR INDIAN! WHEN FINISH ONLY PAY 10% FOR JOB ! HYGIENE DON'T USE TOILET PAPER INSTEAD LEFT HAND ! IN INDIA THEY POO OPEN AIR ! DON'T BELIEVE IN DEORANT! EVEN DOCTORS! THEY LIVE IN ALMOST MANSION INSIDE LIKE SHACKS ! THERE GOD IS NOT A COW IS MONEY! THERE HUNGRY FOR IT ! FROM EXPERIENCE LEARN THE HARD WAY AND PAY A PRICE! STAY AWAY FROM GAS STATION THERE KNOWN TO HAVE SKIMMERS.! THEY CREATE MAFIAS SELLING CELLULAR TO WORKING IN HOSPITALS!!!
Contains numerous unsubstantiated stereotypes, fabricated claims about cultural practices, and conspiracy-like accusations presented as fact.
JoseCardenas-t6b
Jan 28, 2026
a slow form of ethnic cleansing by jews
a slow form of ethnic cleansing by jews
Makes an unsubstantiated conspiracy claim attributing immigration policy to Jewish actors engaged in ethnic cleansing.
Gtawizard21
Sep 18, 2025
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)