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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 10 of 162
The nicest things I can say about Indians is that at least they're not jews
The nicest things I can say about Indians is that at least they're not jews
Makes a comparative ethnic slur ranking groups, presenting prejudicial stereotypes as factual comparison.
Aappendix-131 Feb 28, 2026
Disgusting religion/beliefs and nothing but a bunch of animals
Disgusting religion/beliefs and nothing but a bunch of animals
Makes dehumanizing false claims about a religious or ethnic group, combining misinformation with identity-based hostility.
SirSmokeAlot1985 Jan 29, 2026
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂 beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever …
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂 beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever fuckand grape and do whatever with yho raindy beatch modrs ever cvckold pos can never even touch anyone irl. So sybau and go eat Puop somewhere pos pjeeet grepist grepland inbred restard.@pwila this restard thoight iam pakistani abdul🤮🤮🖕🏻🖕🏻
Abusive, incoherent hate speech with ethnic slurs and fabricated accusations, constituting misinformation and harassment.
MyReply_MyChannelBio_forPjeets Jan 29, 2026
Saying Africans have an IQ below 70 is insane
Saying Africans have an IQ below 70 is insane
Rejects a demonstrably false and racist pseudoscientific claim about IQ and race.
maximusryus Jan 29, 2026
@pwila bot ahh beatch Lol yea 🖕🏻☪️🇮🇳 beatch did this pjeet thought that iam a Pakistani abdul 😂😂🤮🤮 yea Never beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only …
@pwila bot ahh beatch Lol yea 🖕🏻☪️🇮🇳 beatch did this pjeet thought that iam a Pakistani abdul 😂😂🤮🤮 yea Never beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever fuckand grape and do whatever with yho raindy beatch modrs ever cvckold pos can never even touch anyone irl. So sybau and go eat Puop somewhere pos pjeeet grepist grepland inbred restard.
Abusive hate speech with ethnic slurs and incoherent accusations, characteristic of misinformation and targeted harassment.
MyReply_MyChannelBio_forPjeets Jan 29, 2026
No wonder Trump wanted to kill Justin Trudeau and his lunatic party
No wonder Trump wanted to kill Justin Trudeau and his lunatic party
References a false/fabricated claim about Trump's alleged intentions toward the Canadian Prime Minister.
grandiora Jan 29, 2026
White genocide, plain and simple.
White genocide, plain and simple.
Invokes conspiracy theory framing ('white genocide') without evidence, a debunked demographic alarmist claim.
tomato-ir9xs Jan 29, 2026
Turdo works for hammas
Turdo works for hammas
Makes an unsubstantiated factual claim linking Trudeau to Hamas without evidence.
@PsyKotyK Mar 4, 2025
I will tell you how this EVIL happened = first MARXIST CARNEY THE CORRUPT CRIMINISTER WHO HATES CANADIAN BORN N ONLY SERVES HIS BROUGHT OVER SLAVES$$$$ CARNEY HATES OUR COUNTRY CANADA 🇨🇦 AS HE DESTROYED …
I will tell you how this EVIL happened = first MARXIST CARNEY THE CORRUPT CRIMINISTER WHO HATES CANADIAN BORN N ONLY SERVES HIS BROUGHT OVER SLAVES$$$$ CARNEY HATES OUR COUNTRY CANADA 🇨🇦 AS HE DESTROYED THE 🇬🇧 N WAS BOOTED OUT TRUDEAU N CARNEY BOTH GOT AWAY WITH RIGGING THE 2020 ELECTION SO THE PLANNED N DID IT AGAIN IN 2025 WITH THERE USUAL HACKERS / HELPERS = 🇨🇳 🇮🇳 ☪️ also they FIRED our REAL canadian born RCMP N POLICE N HIRED THERE OWN AS THEY LANDED n please REMEMBER MARXIST CARNEY 'S RIGHT HAND PARTNERS ARE = WEF CLAUS SHWAB N BILL GATES WHO SEE US AS THERE PREY !!! HOPES THIS HELPS YOU A BIT INVTHE REAL TRUTHS OF TRUDEAU N MARXIST CARNEY N THERE COMPLIENT LIBERAL / DEMOCRAT REGIME PARTY 100% FACTS oh n they bought$$$$ the fake media !!! Our only option = FIGHT FIGHT !!! TO JOIN THE 🇺🇸 NOW!!!!NOT 1 SECOND TO LOOSE 😊
Contains multiple unsubstantiated conspiracy claims about election rigging, government corruption, and international conspiracies presented as facts without evidence.
lanabethmorrison6584 Aug 26, 2025
@pwila blocked me 🖕🏻🖕🏻 I brutallyfuck and grep pwila and his mom open her sareey then tearHer vagnee then open pwila grep his brownhole then hos intestines churnOut😂
@pwila blocked me 🖕🏻🖕🏻 I brutallyfuck and grep pwila and his mom open her sareey then tearHer vagnee then open pwila grep his brownhole then hos intestines churnOut😂
Contains incoherent, abusive, and sexually violent language directed at a commenter; appears to be spam or bot-generated hate content.
MyReply_MyChannelBio_forPjeets Jan 29, 2026
I can make it make sense. DTJ is owned by Russia. He has been a paid Russian asset since 1987.
I can make it make sense. DTJ is owned by Russia. He has been a paid Russian asset since 1987.
Makes a specific factual claim about Trump being a Russian asset since 1987 without providing evidence.
@danielvest9602 Mar 4, 2025
Unvetted immigration has let more than 600 terrorists into Canada
Unvetted immigration has let more than 600 terrorists into Canada
Makes a specific, unverified claim about terrorist infiltration through immigration without credible evidence.
todddonly2787 Jan 19, 2026
india is basically the rape capital of the world lol
india is basically the rape capital of the world lol
Makes a sweeping, false generalization about a country to demean a national group, combining misinformation with xenophobic identity framing.
samilb5334 Feb 27, 2026
80% of Punjabis 👳🏽‍♂️👳🏾‍♂️👳🏽‍♂️ and Muslims ☪️ are on welfare, costing taxpayers billions 💸💸💸.
80% of Punjabis 👳🏽‍♂️👳🏾‍♂️👳🏽‍♂️ and Muslims ☪️ are on welfare, costing taxpayers billions 💸💸💸.
Makes a demonstrably false statistical claim (80% welfare rate) targeting specific ethnic/religious groups to support an economic argument.
barry9901 Feb 27, 2026
Trudeau is Fidel Castro’s love child
Trudeau is Fidel Castro’s love child
Repeats the unsubstantiated conspiracy theory that Trudeau is Fidel Castro's biological son.
@alexandermilentis2130 Mar 4, 2025
Trump uses drugs and sexually hurts young boys and girls and traffics them for profit
Trump uses drugs and sexually hurts young boys and girls and traffics them for profit
Serious criminal allegations presented without evidence or source.
@maryvaltierra3944 Mar 4, 2025
Mark Carney is laundering Canadian taxpayers dollars in Ukraine to try and protect his Brookfield Corp nuclear reactors. Regular Canadians don't know how corrupt Mark Carney is.
Mark Carney is laundering Canadian taxpayers dollars in Ukraine to try and protect his Brookfield Corp nuclear reactors. Regular Canadians don't know how corrupt Mark Carney is.
Makes unsubstantiated conspiracy claims about financial corruption and misuse of taxpayer funds without evidence.
BIGFOOT-BC-HammerDown Feb 27, 2026
हम 1.4 अरब से अधिक छोटे भूरे भिखारी चोर हैं और हमेशा रहेंगे, जो दूसरों को धोखा देकर दुनिया की संचार प्रणालियों को जाम कर देते हैं (जब हम अपने नंगे हाथों से अपना पिछवाड़ा …
हम 1.4 अरब से अधिक छोटे भूरे भिखारी चोर हैं और हमेशा रहेंगे, जो दूसरों को धोखा देकर दुनिया की संचार प्रणालियों को जाम कर देते हैं (जब हम अपने नंगे हाथों से अपना पिछवाड़ा पोंछने के तुरंत बाद फर्श पर उंगलियों से खाने की चीजें साझा नहीं कर रहे होते हैं)।
Contains dehumanizing stereotypes and false generalizations about a nationality, promoting xenophobic conspiracy theories.
cam-g8w2k Feb 27, 2026
You can’t answer why? I mean sure you can. This is what white genocide looks like. There’s UN documents that describe exactly this. It’s not a conspiracy theory. It’s happening. It’s real. Unless we do …
You can’t answer why? I mean sure you can. This is what white genocide looks like. There’s UN documents that describe exactly this. It’s not a conspiracy theory. It’s happening. It’s real. Unless we do something about it we’re toast.
Presents conspiracy theory claims about 'white genocide' and UN documents without evidence, framed as urgent threat requiring action.
tracheotome Oct 2, 2025
should look into maid and how it is the 4th leading cause of death in canada....and 97% of the recipients are white canadians. seems like they arent offering it to the massive influxes of indian …
should look into maid and how it is the 4th leading cause of death in canada....and 97% of the recipients are white canadians. seems like they arent offering it to the massive influxes of indian or chinese immigrants. would be very interesting to see who is pushing maid the hardest, and what ethnicity those doctors / care practitioners are. call me crazy but seems a bit like institutionalized genocide.
Makes unsubstantiated claims about MAID policy targeting specific ethnic groups and frames it as 'institutionalized genocide.'
jeffreymaxwell5558 Feb 28, 2026
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Category Distribution

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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

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)