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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
Page 12 of 162
Their Bollywood Hindu actors and politicians drink cow urine and poop and admitted publicly. That’s normal for them. You can smell sh— when you go to their grocery stores in US and Canada.
Their Bollywood Hindu actors and politicians drink cow urine and poop and admitted publicly. That’s normal for them. You can smell sh— when you go to their grocery stores in US and Canada.
Contains fabricated stereotypes and false claims about cultural practices paired with xenophobic sensory disgust rhetoric.
Sam-m5b5q Feb 7, 2026
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs …
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs forming there’s so many guys now.
Fabricated claim linking immigration to gang recruitment with partisan blame, combining false statistics with alarmist rhetoric.
oneeyedwilly65 Feb 25, 2026
The biggest biological weapons on earth
The biggest biological weapons on earth
Dehumanizing conspiracy theory comparing people to biological weapons without evidence or context.
jesusonXTC Feb 8, 2026
The gov created fentinyl
The gov created fentinyl
Makes a specific factual claim about government creation of fentanyl without evidence.
@nomadbarka7407 Mar 4, 2025
Indians are the world top law violators in the world, they violate every country laws. Involved in all kind of scams, fraud, fake IT degrees stealing people jobs
Indians are the world top law violators in the world, they violate every country laws. Involved in all kind of scams, fraud, fake IT degrees stealing people jobs
Presents demonstrably false stereotypes and sweeping generalizations about an entire nationality as fact.
thetruth392 Jan 29, 2026
Stop Kalergi-Plan To DestroyEuropeanPeoples...✡️🇮🇱🇪🇺
Stop Kalergi-Plan To DestroyEuropeanPeoples...✡️🇮🇱🇪🇺
References the debunked 'Kalergi Plan' conspiracy theory about European demographic replacement, combining false claims with antisemitic imagery.
rafi_rfk Mar 1, 2026
Indians r bioweapons. they hv already invaded & destroyed Brampton...
Indians r bioweapons. they hv already invaded & destroyed Brampton...
Contains demonstrably false and inflammatory claims ('bioweapons', 'invaded & destroyed') that are conspiracy-like and factually baseless.
DanWolverine Mar 1, 2026
U dont make movie about pedo jews
U dont make movie about pedo jews
This contains a fabricated, inflammatory claim that conflates ethnicity with criminal behavior, representing both misinformation and identity-based attack.
idontknowname-rl8yb Feb 9, 2026
0:39 someone looked at that and said yea I know what will make this better let's flood the place with dysgenic poop eating Indians
0:39 someone looked at that and said yea I know what will make this better let's flood the place with dysgenic poop eating Indians
Contains dehumanizing slurs and fabricated claims about immigration policy, combining conspiracy-like rhetoric with ethnic stereotyping.
jolly-rancher Jan 27, 2026
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and …
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and tell them birth rates going down which is a fuckinig lie just like global warming use these lies to take control. All these countries are what keep the world running in a "free state" and keep the world going in general. They have been replaced by 2nd and 3rd world immigrants on purpose. Why do you think Russia is at war and china is the bad country etc? Because israel doesnt have control over them fully. they are only few country's left where arent being replaced by goddamn immigrants. they use 2nd world immigrants to replace the white countrys because 3rd world counrtys they wouldnt be able to keep things running there iq is so low they are considered retarded by western standards. IThis is all being done by Israel.. there goal is to have a one world order meaning they control the world fully and have one country is the main goal. They were never promised a homeland so this is there plan. Once there are no white countrys left they have full control over every country. they have this written out to the public. the next phase will be to kill off the world population too 500,000,000 either through world war or a man made virus. And it will be kept under 500,000,000 after.. Then the one world order will be put in place. If you cant undestand this or see this yet then you are part of the problem and insanelly dumb because you are being used these people (the jews) want you dead. They look at anyone that isnt jewish as subhuman.. goyim.
Presents conspiracy theories about white replacement, Israel, and global control alongside demonstrably false claims about demographics and birth rates.
descentmvm Mar 2, 2026
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Makes false claims about parallel societies and fabricated comparisons to India's treatment of white people while expressing civilizational decline anxiety.
6530517 Jan 29, 2026
Sundar Pichai blocked this video for 5 days
Sundar Pichai blocked this video for 5 days
This is a conspiracy theory claiming that a Google executive censored the video, presenting an unfounded claim as fact.
shredderz3w Feb 4, 2026
“Foreign nationals” means “illegal migrants.” And it’s all part of the WEF agenda.
“Foreign nationals” means “illegal migrants.” And it’s all part of the WEF agenda.
Conflates 'foreign nationals' with 'illegal migrants' and invokes conspiracy theory about WEF agenda without evidence.
diannemcbeth7428 Feb 18, 2026
Canada has become a breeding ground for Khalistani terrorists who aim to destroy India by separating the state of Punjab from Canada. These Khalistani terrorists, originating from Punjab, have killed numerous Hindus in India.
Canada has become a breeding ground for Khalistani terrorists who aim to destroy India by separating the state of Punjab from Canada. These Khalistani terrorists, originating from Punjab, have killed numerous Hindus in India.
Makes unsubstantiated claims linking Canadian immigrants to terrorism and separatism, presenting conspiracy-like allegations without evidence.
bhanupratapsharma7350 Jan 27, 2026
I don't blame them. We are not importing the best anymore. 7500 criminals have been intentionally brought in by criminals since 2015. Plus we also have 400 hamas operators here.
I don't blame them. We are not importing the best anymore. 7500 criminals have been intentionally brought in by criminals since 2015. Plus we also have 400 hamas operators here.
Presents specific unsubstantiated claims ('7500 criminals intentionally brought in', '400 Hamas operators') as factual assertions without evidence.
jasonplante191 Dec 7, 2025
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
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
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Asserts specific factual claims about 'millions of illegal/not eligible people from India' without evidence, presented as fact rather than opinion.
JacobAdam-l9k Dec 24, 2025
"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
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
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Discourse Over Time

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Category Co-occurrence

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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)