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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 29 of 162
The africa having the low IQ is a free shot beside the fact thats a lie. African people do better in those coubtries than the locals all situation considered
The africa having the low IQ is a free shot beside the fact thats a lie. African people do better in those coubtries than the locals all situation considered
Refutes a false claim about African IQ while asserting that African immigrants outperform locals, countering misinformation with evidence-based argument.
fbc-info Feb 8, 2026
The United Nations identified India as the second most corrupt country on Earth.......and North America imports them by the millions......Are we stupid? Watch the documentary movie "Gods of the New Age!"
The United Nations identified India as the second most corrupt country on Earth.......and North America imports them by the millions......Are we stupid? Watch the documentary movie "Gods of the New Age!"
Makes unverified claims about UN corruption rankings and promotes conspiracy-adjacent documentary while expressing security/demographic anxiety.
thomasrichard890 Feb 8, 2026
I’m sure trump rigged the election because there’s no fucking way we voted for him. Wtf
I’m sure trump rigged the election because there’s no fucking way we voted for him. Wtf
Makes an unsubstantiated claim about election rigging without evidence, presented as a factual assertion.
@MikazukiNomiko Mar 4, 2025
Poop eaters spoiling earth 😅
Poop eaters spoiling earth 😅
Uses dehumanizing slur and unsubstantiated environmental claims to demean immigrants.
sanu.shaikh1234 Feb 6, 2026
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will …
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will be walking on eggshells due to cultural differences. All of this can be blamed on liberal politicians who allowed such population replacement. This is a real-world version of the Hunger Games. Good luck, everyone—as Effie from the Hunger Games always says: “May the odds be ever in your favor!
Makes specific factual claims about 'ethnic replacement' and demographic projections without evidence, combined with fear-based framing and identity-based us-vs-them rhetoric.
Bonbon-C Jan 27, 2026
The only people you should look out for are Zionist... They will take over everything...
The only people you should look out for are Zionist... They will take over everything...
Promotes a conspiracy theory about a specific group taking over, without evidence or context.
23e.chromosoom Jan 28, 2026
Greatest country on earth? Yeah the Jewnited states of pedophiles. Sure…
Greatest country on earth? Yeah the Jewnited states of pedophiles. Sure…
Makes a false, inflammatory claim conflating Canada with the US and promoting a conspiracy theory about pedophilia.
akashmohan999 Feb 3, 2026
the Africans high five each other in jail for grape charges as they think it's cool. I've seen it many many times
the Africans high five each other in jail for grape charges as they think it's cool. I've seen it many many times
Makes a sweeping, unsubstantiated claim about criminal behavior tied to a racial group, combining false generalization with demographic anxiety.
PeekThroughDrywall Jan 29, 2026
I do believe that Putin has something incriminating on Trump that he has been blackmailing him with. Maybe something totally embarrassing from when Trump visited Russia as a private citizen several years ago.
I do believe that Putin has something incriminating on Trump that he has been blackmailing him with. Maybe something totally embarrassing from when Trump visited Russia as a private citizen several years ago.
Speculates about Putin blackmailing Trump with unsubstantiated claims presented as plausible theory.
@geomar6854 Mar 4, 2025
Amazon has destroyed America by importing so many indians
Amazon has destroyed America by importing so many indians
Makes a false causal claim blaming a company for immigration patterns, spreading unfounded conspiracy.
Arbormancer Jan 29, 2026
Pojeets needs dung and urine 🐮🐮
Pojeets needs dung and urine 🐮🐮
Uses a dehumanizing ethnic slur and stereotype, combining false characterization with identity-based framing.
khan77007 Jan 29, 2026
Most Indi*n scammers you meet are from Punj*b. They mostly earn from esco*ts website by exploiting ho*ny guys. They pose as esco*ts and take money in advance and never turns up. Of course they are …
Most Indi*n scammers you meet are from Punj*b. They mostly earn from esco*ts website by exploiting ho*ny guys. They pose as esco*ts and take money in advance and never turns up. Of course they are not alone but there are Pakist*nis as well. They are actually cousins with different religions.
Commenter makes sweeping, unsubstantiated claims about criminal behavior tied to specific ethnic groups.
Theunknown12345-u Jan 29, 2026
We have their 75 IQ children in our schools no wonder the teachers are learing?
We have their 75 IQ children in our schools no wonder the teachers are learing?
Makes false, dehumanizing claims about intelligence tied to ethnicity while criticizing educational outcomes.
ClarkPhillips-g8k Jan 29, 2026
middle east India and africa etc all leeches living on benefits. we are slaves paying tax so these people dont feel sad.
middle east India and africa etc all leeches living on benefits. we are slaves paying tax so these people dont feel sad.
Makes sweeping false generalizations about immigrants from specific regions as welfare dependents.
sekiro_o7659 Jan 29, 2026
全世界将会被印度人占据,到处都是拉屎的印度人
全世界将会被印度人占据,到处都是拉屎的印度人
Chinese-language comment making a false, inflammatory demographic claim about Indian population replacement combined with dehumanizing language.
永远支持中国 Jan 29, 2026
This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many …
This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many compalining about indians in the west ..dint realise the globalist plan and r also as braiwnashed as the indians who r actually seaking asylum from the designed poverty corruption and pollution ..the govt programs on cleaning up rivers and the nation have all been pilfered by the corrupt polticians who r the same ones runnig npart of the drug networks from golden traiangle, india , golden crescent ,dubai , israel, rotterdam...mexico.. And they use these routes for human trafficking... All the people are caught up in between this devil and the dark deep sea.. Utube : wire manipur CM dtuglord brind asp Utube : ntt manipur CM druglord brinda asp Utube : esptein dubai Utube : epstein saudi Human and child trafficking pivots on this crypto neo caliphate aixs for decades...now they are weaponsing it to create global chaos and tension between cultures .. Utube : esptein kashoggi octopus
Contains conspiracy theories about globalists, human trafficking networks, and fabricated claims linking government officials to drug trafficking without evidence.
kdcruz75 Jan 29, 2026
6:23 funny until you see how many AMERICAN CIITIZENS these Indians killed!
6:23 funny until you see how many AMERICAN CIITIZENS these Indians killed!
Makes a fabricated claim about Indians killing American citizens without evidence, combining false accusation with demographic anxiety.
Steph2tha_izzo Jan 29, 2026
@21:50 khalistan is also part of the drug network franchise that uses these comtrolled and bought routes for human trafficking This will only get worse...ur present pm is a hell bent globalists whose aim is …
@21:50 khalistan is also part of the drug network franchise that uses these comtrolled and bought routes for human trafficking This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many compalining about indians in the west ..dint realise the globalist plan and r also as braiwnashed as the indians who r actually seaking asylum from the designed poverty corruption and pollution ..the govt programs on cleaning up rivers and the nation have all been pilfered by the corrupt polticians who r the same ones runnig npart of the drug networks from golden traiangle, india , golden crescent ,dubai , israel, rotterdam...mexico.. And they use these routes for human trafficking... All the people are caught up in between this devil and the dark deep sea.. Utube : wire manipur CM dtuglord brind asp Utube : ntt manipur CM druglord brinda asp Utube : esptein dubai Utube : epstein saudi Human and child trafficking pivots on this crypto neo caliphate aixs for decades...now they are weaponsing it to create global chaos and tension between cultures .. Utube : esptein kashoggi octopus Googlw : insight crime mexico 800 tons india precursors
Contains conspiracy theories linking immigration to drug trafficking, human trafficking, and globalist plots with unsubstantiated claims and fabricated connections.
kdcruz75 Jan 29, 2026
Upper caste Hindus eat cow dung and drink cow urine. Sikhs are not Hindus; Sikhism is a separate religion.
Upper caste Hindus eat cow dung and drink cow urine. Sikhs are not Hindus; Sikhism is a separate religion.
The commenter makes inflammatory and demonstrably false stereotypical claims about Hindu practices to assert religious/cultural distinctions.
Before13.5LY Jan 29, 2026
??? Trump is a Russian KGB agent
??? Trump is a Russian KGB agent
Makes a specific factual claim about Trump's alleged ties to Russia without evidence.
@hakobhajyan9593 Mar 4, 2025
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Classifier Confidence

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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

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)