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
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.
Unverified Claim
0.90
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.
Unverified Claim
0.90
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.
Unverified Claim
0.90
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.
Unverified Claim
0.90
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.
Unverified Claim
0.90
@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.
Unverified Claim
0.90
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.
Unverified Claim
0.90
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.
Unverified Claim
0.90
@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.
Unverified Claim
0.90
@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.
Unverified Claim
0.90
@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
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)