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
genreally Indians are dirty people 😆😅🤣
genreally Indians are dirty people 😆😅🤣
Makes a sweeping, dehumanizing generalization about an ethnic group presented as fact, which is a stereotype-based false claim.
jacksondebbarma7644
Jan 28, 2026
whever indians go, scams follow
whever indians go, scams follow
Makes a sweeping, unsubstantiated generalization about an ethnic group and criminal behavior.
The_Pontiff-f3j
Jan 28, 2026
They were pooing on our beaches covering it with sand like cat liter
They were pooing on our beaches covering it with sand like cat liter
Makes a crude, unsubstantiated claim about immigrant behavior designed to provoke disgust and reinforce negative stereotypes.
pancakes4027
Jan 28, 2026
5:18 ….. check Ontario’s SA news reports in the last 2 years and see for yourself how many are Indian and Pakistani vs how many are Africans, both immigrants and ones who’ve grown up here
5:18 ….. check Ontario’s SA news reports in the last 2 years and see for yourself how many are Indian and Pakistani vs how many are Africans, both immigrants and ones who’ve grown up here
Implies Indian and Pakistani immigrants commit more sexual assaults than African immigrants/Canadians, presenting unverified statistical claim as fact.
Firstslavee
Jan 28, 2026
Great Replacement is Great Actually ✌🏾.
Great Replacement is Great Actually ✌🏾.
References the 'Great Replacement' conspiracy theory, a demonstrably false and alarmist narrative.
akeel6328
Jan 28, 2026
And the Canadian authorities haven’t done anything about these Indian criminals.
And the Canadian authorities haven’t done anything about these Indian criminals.
Makes an unsubstantiated claim about Indian criminals and government inaction, combining false assertion with security anxiety.
aheat3036
Jan 28, 2026
The great replacement is live and well. Tucker did a recent podcast on it.
The great replacement is live and well. Tucker did a recent podcast on it.
References the 'great replacement' conspiracy theory and cites Tucker Carlson as authority, promoting a debunked demographic replacement narrative.
Liveinspirit77
Jan 28, 2026
Calistanies are a terrorist group, Tyler!!! Take it from a Canadian from Ontario: These people are destroying our country!! From defecating on our beautiful beaches to scamming in every way they can to theft of …
Calistanies are a terrorist group, Tyler!!! Take it from a Canadian from Ontario:
These people are destroying our country!!
From defecating on our beautiful beaches to scamming in every way they can to theft of our homes, cars etc; we are sick of them!!!!!
Makes multiple unsubstantiated claims about criminal behavior and harm caused by a specific ethnic group, combining conspiracy thinking with false accusations.
karenlesiak3625
Jan 28, 2026
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent 1. The Data is Factually Fraudulent (Sample Bias) Richard Lynn did …
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent
1. The Data is Factually Fraudulent (Sample Bias)
Richard Lynn did not use representative samples. For example, he famously assigned Equatorial Guinea an average IQ of 59 based on a group of children in a Spanish home for the developmentally disabled, then claimed that score represented the entire country. Peer-reviewed studies by researchers like Jelte Wicherts proved that Lynn systematically ignored higher-scoring African studies (some in the 80s and 90s) to keep his "averages" artificially low. If you judge a country’s intelligence by testing its hospitals and orphanages, you aren't a scientist—you're a fraud.
2. Nutrition is the "Hardware" of the Brain
Intelligence cannot develop without biological fuel. As of 2026, roughly 30% of children in Sub-Saharan Africa suffer from stunting due to chronic malnutrition. Science proves that iodine and iron deficiencies alone can drop a population's IQ by 10–15 points. You aren't measuring "race"; you are measuring starvation.
3. The Education Gap (Abstract Reasoning)
IQ tests do not measure "raw brain power." They measure Western-style schooling. Studies show that for every single year of formal education, a person’s IQ score increases by 1 to 5 points. Comparing the scores of people in countries with 30% literacy rates to people with PhDs in the West is like comparing the "athletic ability" of a runner to someone who has never been given shoes.
4. The "Age and War" Factor
The median age in many African nations is under 20, compared to over 40 in Europe. These tests are often administered to children and adolescents in areas plagued by toxic stress from war and displacement. Peer-reviewed research confirms that trauma and PTSD physically impair the parts of the brain responsible for the logic puzzles found on IQ tests.
5. The Flynn Effect (The Death of the Racial Argument)
If IQ were "innate" and "racial," it would never change. However, as nutrition and education improved in the West over the last 100 years, average IQ scores jumped by nearly 30 points. This is called the Flynn Effect. African scores are currently rising at the same rate as they develop. The "gap" is a development gap, not a genetic one.
Conclusion:
Using Richard Lynn’s data doesn't make you a "truth-teller"; it means you fell for a man so biased that his own university revoked his emeritus status for scientific or incompetence and racism. You are confusing privilege—access to food, safety, and a classroom—with innate ability.
Directly refutes false claims about African IQ data with peer-reviewed evidence, framing the original claims as fraudulent.
fathertime-e4k
Jan 28, 2026
Largest gold heist in Canadian history was perpetrated by…. You guessed it!
Largest gold heist in Canadian history was perpetrated by…. You guessed it!
Makes an unsubstantiated claim about a crime attributed to a specific ethnic group, combining false accusation with identity-based blame.
tyler6639
Jan 27, 2026
Trump did a deal with Russia to win the election and now trump is on the hook to do Russia’s bidding
Trump did a deal with Russia to win the election and now trump is on the hook to do Russia’s bidding
Asserts a specific factual claim about Trump's election dealings with Russia and alleged coercion without providing evidence, presenting it as established fact.
Unverified Claim
0.88
@Raima888s
Mar 4, 2025
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
Makes unverifiable claims about India selecting 'worst' immigrants and relies on anecdotal hearsay presented as fact.
danielhoffman4026
Jan 27, 2026
USA sends more Fentanyl to Canada than they send to us. FACT!
USA sends more Fentanyl to Canada than they send to us. FACT!
Comment presents a specific factual claim about fentanyl flows between countries without evidence, marked as 'FACT' despite being unsubstantiated.
Unverified Claim
0.88
@andys242424
Mar 4, 2025
Notice how Indians are used by Israel’s to spread propaganda about Muslims on social media yet you have them everywhere not assimilating and causing crime.
Notice how Indians are used by Israel’s to spread propaganda about Muslims on social media yet you have them everywhere not assimilating and causing crime.
Conspiracy-like claim linking ethnic groups to propaganda and crime without evidence, combining false generalizations.
chubbydudu
Jan 27, 2026
Don't believe 5:35 whatever this guy said if that's true why do we not have driving problems in Africa only in places with asain people and south asains 😅
Don't believe 5:35 whatever this guy said if that's true why do we not have driving problems in Africa only in places with asain people and south asains 😅
Makes a false causal claim linking driving problems to specific ethnic groups without evidence, promoting harmful stereotypes.
P_R_I_N_C_3
Jan 27, 2026
Ice ice ice ice ice, all 🐀🐀🐀🐀deport to indi🐀a
Ice ice ice ice ice, all 🐀🐀🐀🐀deport to indi🐀a
Incoherent message combining false claims with dehumanizing language and calls for deportation.
kosovoalbanian
Jan 27, 2026
"ra** is not against their culture" 😂😂 indian and african are the same😂 both is a 🥷🏽🥷🏽🥷🏽
"ra** is not against their culture" 😂😂
indian and african are the same😂
both is a 🥷🏽🥷🏽🥷🏽
Makes false generalizations equating ethnic groups and uses dehumanizing language to spread inflammatory stereotypes.
MrBombastic_007
Jan 27, 2026
You know the truth President Trumpet, about Canada as our evidence proving sir that Canada’s Governments hire the international known Biker Criminal Organizations to put the Hit on Canadians whom have evidence against Canada’s very …
You know the truth President Trumpet, about Canada as our evidence proving sir that Canada’s Governments hire the international known Biker Criminal Organizations to put the Hit on Canadians whom have evidence against Canada’s very corrupted Criminal politicians of the Liberal Party and Conservatives whom for decades across Canada with their provincial underlings have turned Canada into a a Pro Domestice Organized Criminal state , all biker gangs in Canada and mafia have complete Criminal Immunity by all of Canada’s governments. Trudeau Pollievre are iars along with their provincial counter parts. Trudeau currently the head of his governments criminal syndicate’s. The governments of Canada are guilty of criminal acts against us by very much approving and hiring biker gangs and all their street thugs as well as many members of police and national security supporting these gang institutions with complete criminal immunity. The fact is that All of Canada’s allies that have embassies in Ottawa have protected Canada’s clear defined terrorist acts against my wife and I for almost 20 years one government after the other. The Trudeau Government has cut trade deals with other member states that include these nations forced to as part of the Trudeau liberal conservative agenda in trade agreements with out this being written with in those trade agreements that member states must adhere to a collective part of trade agreements that no nation in such agreements is allowed to present any criminal evidence against the governments of Canada by Canadian citizens . Factum. The Trudeau government and their entire Parliament of opposition are so frightened of our 20 years of evidence that they have closed off all my videos on YouTube to the public both with in Canada and outside Canada. The world cannot become all gangster states and gangster statemen for this will destroy the nations. Canada’s prime ministers have lied and lied and lied they do not at all deal with internal domestic criminal gang terrorism they secretly endorce all of it. Many American peoples suffer from the governments of Canada’s secret criminal gang Drug Trade. Trudeau for example decided to legalise cannabis a industry run by all the criminal organizations in Canada prior to legalisation making hundreds of millions of pot laundering drug money, Trudeau decides he wants a cut of the pot trade so he legalises all the criminal organizations running illegal grow operations now licenced to legally operate across Canada and sell pot legally to Canadians paying revenue Canada tens of millions in taxes the same organizations are now licienced by Trudeau to grow operations these same groups also are involved in international illegal drug activity in with South American Cartels and Mexican Cartels. Trump must come clean with God and take action against Canada 75 percent sanctions must employed. The reason why Canada refuses to join the U.S as a 51’s state is because we would then fall under the U.S Justice System and then the U.S would be shocked to see that Canada is a criminal state.
Presents elaborate conspiracy theories about Canadian government hiring criminal organizations without evidence, characteristic of fabricated claims.
@danielfitzgerald3417
Mar 4, 2025
Stop lying please, they are foreign invaders and their culture views whites as outsiders in their caste system. We are viewed as lower than them, they have entitlement and take advantage of people, industries and …
Stop lying please, they are foreign invaders and their culture views whites as outsiders in their caste system. We are viewed as lower than them, they have entitlement and take advantage of people, industries and destroy everything and make it ugly.
Unsubstantiated claims about cultural attitudes, caste-based discrimination, and destructive behavior presented as fact without evidence.
jeremysmith5919
Jan 27, 2026
I think you r well enjoying funds received from a specific country/group to make these kind of content..it is clear from your last two videos ..on j$ws and now ind$ans 😮
I think you r well enjoying funds received from a specific country/group to make these kind of content..it is clear from your last two videos ..on j$ws and now ind$ans 😮
Alleges the creator is funded by specific groups to produce biased content targeting particular nationalities/religions without evidence.
Unverified Claim
0.88
RohitKumar-ci3jc
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)