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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 71 of 162
Trump is working like a Putin's mole ???
Trump is working like a Putin's mole ???
Makes an unsubstantiated conspiracy claim that Trump is acting as a Russian agent.
@bobk7827 Mar 4, 2025
7:59 That's exactly why Trump is doing it. He has his orders.
7:59 That's exactly why Trump is doing it. He has his orders.
Makes an unsubstantiated conspiracy claim that Trump is following orders from an unspecified entity.
@BabyMakR Mar 4, 2025
@5:19 This guy know nothing about india. Rape is totally part of the primitive caste indian culture. In fact rape is a huge in India. In 2022 more than 31k case where record by the …
@5:19 This guy know nothing about india. Rape is totally part of the primitive caste indian culture. In fact rape is a huge in India. In 2022 more than 31k case where record by the National Crime Records Bureau. It 86 rape by day (one every 20 minutes). Theses numbers are only the tip of the iceberg. For the driving watch the New-Dehhi episode of Dont drive here. The get the drive exam is to turn around a ciment slab in a parking lot. Those people are really low IQ.
Makes inflammatory generalizations about Indian culture and people using selective statistics and dehumanizing language to support xenophobic claims.
jvidechi Jan 28, 2026
Indian are dirty people ! And grand children of bigot and looters are judgeing
Indian are dirty people ! And grand children of bigot and looters are judgeing
Makes dehumanizing stereotypical claims about Indians while invoking historical grievances in a sweeping, inflammatory manner.
Aryanrajsingh-nv4ot Jan 28, 2026
there is no point in speaking to donald trump as if he is an american who cares about america. he doesnt. he is bought and paid for by russia and only works for THEM not …
there is no point in speaking to donald trump as if he is an american who cares about america. he doesnt. he is bought and paid for by russia and only works for THEM not us. hes a traitor and a disgrace
Makes specific factual claims about Trump being 'bought and paid for by Russia' without evidence, presented as conspiracy assertion.
@ZeriBlackheart Mar 4, 2025
Looks as if Elon Muskler’s brain is tacitly behind this dictatorial Trade War-otherwise Trump could have done it during Trump 1.0 ??
Looks as if Elon Muskler’s brain is tacitly behind this dictatorial Trade War-otherwise Trump could have done it during Trump 1.0 ??
Presents an unsubstantiated conspiracy theory that Elon Musk is secretly orchestrating Trump's trade war policies without evidence.
@ZID61 Mar 4, 2025
A large portion of Americans do NOT agree with Trump and we love our brothers to the North. Russia owns Trump because he has been a Russian spy for 35 years and Russia has all …
A large portion of Americans do NOT agree with Trump and we love our brothers to the North. Russia owns Trump because he has been a Russian spy for 35 years and Russia has all of the proof and they will use it against him if he doesn't make good this time around.
Makes unsubstantiated conspiracy claim that Russia owns Trump and has 35-year spy evidence, framed within solidarity messaging.
@josamaroo Mar 4, 2025
All those secret phone calls Trump has had with Putin. What the heck have they been talking about? I think they’ve come up with a plan to divide the world between three empires - an …
All those secret phone calls Trump has had with Putin. What the heck have they been talking about? I think they’ve come up with a plan to divide the world between three empires - an American empire, a Russian empire, and a Chinese empire. Trump gave it away when he accused Zelenskyy of potentially starting WW3 if he doesn’t give Russia what it wants. \n\nWe’ve already had several threats from Putin that he’d use nuclear weapons to protect Russia if other countries ally with Ukraine and send their own military to assist Ukrainians. Trump once again proves he’s a Russian asset as he parrots Putin’s threats. \n\nAlso, prepare yourself for the China-Taiwan war. Putin and Trump will stand down their navies.
Presents multiple unsubstantiated conspiracy theories about secret Trump-Putin dealings and alleged plans to divide world empires without evidence.
@donskuse2194 Mar 4, 2025
Keep an eye....soon you will see Donald Trump and his Gangsters , bringing Americas most advance weapons to Russia and obligating the American Military Industrial Complex through extortion to sale Advance Weapons to Russia ,plus …
Keep an eye....soon you will see Donald Trump and his Gangsters , bringing Americas most advance weapons to Russia and obligating the American Military Industrial Complex through extortion to sale Advance Weapons to Russia ,plus they will be lifting all USA sanctions to Russia. This will happens in a couple of weeks from now. Americans must stand against this and take out Donald Trump and his gangsters out of the white house by any means possible.
Makes specific unsubstantiated claims about Trump selling weapons to Russia and lifting sanctions, framed as imminent conspiracy.
@ANVAL125 Mar 4, 2025
The indians who moved to USA vs the indians who moved to canada are so different while the usa one are educated skilled ones while these are mostly truck drivers.
The indians who moved to USA vs the indians who moved to canada are so different while the usa one are educated skilled ones while these are mostly truck drivers.
Makes specific factual claim about educational/occupational differences between Indian immigrants to USA vs. Canada without evidence.
sunaaaa324 Sep 20, 2025
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their …
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their religion properly.
Makes an unverified claim that Hindu and Sikh individuals are lying about being peaceful while fighting each other, and suggests their communities are not properly taught their religion.
mnc365 Sep 19, 2025
Asylum seekers who commit serious crimes here get a lessor sentence as not to affect their claim. If their claim is denied they appeal and still get $$ during appeal. The asylum seekers go thru …
Asylum seekers who commit serious crimes here get a lessor sentence as not to affect their claim. If their claim is denied they appeal and still get $$ during appeal. The asylum seekers go thru many countries to get here when they should be intercepted before arriving . Our taxes go up to pay for all this.
Makes multiple specific factual claims about asylum seeker sentencing, appeals, and costs without evidence, combined with policy criticism.
joanpurcell3840 Nov 21, 2025
Has anyone noticed that the Hanuman god statue’s arm’s and hand’s are positioned similar to the baphomet statue?
Has anyone noticed that the Hanuman god statue’s arm’s and hand’s are positioned similar to the baphomet statue?
Promotes a conspiracy theory connecting religious imagery to occult symbolism without evidence.
I_love_furry_cats Jan 27, 2026
Billions of dollars of taxpayers money being spent for those useless people milking the system like there is no tomorrow.
Billions of dollars of taxpayers money being spent for those useless people milking the system like there is no tomorrow.
Makes unsubstantiated claim that immigrants are 'useless' and exploiting welfare without providing evidence.
oslec111 Dec 3, 2025
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
Makes a specific factual claim about '800 fake Indian run colleges in Ontario' without evidence, presented as fact.
TheTussman Sep 19, 2025
hope to see interracial couples skyrocket in peel region otherwise this will be eventually become hub for disease due to LACK of biodiversity . obviously .
hope to see interracial couples skyrocket in peel region otherwise this will be eventually become hub for disease due to LACK of biodiversity . obviously .
Makes a specific factual claim linking ethnic diversity to disease risk without evidence, presented as scientific fact.
earthworldserver Sep 19, 2025
tRump is Vladimir’s puppet
tRump is Vladimir’s puppet
Makes a specific factual assertion (Trump is Putin's puppet) presented without evidence, a common conspiracy theory claim.
@anc2242 Mar 4, 2025
Not Indian metropolis! this is khalistani metropolis, the same people Canada has been harboring for use against India to destabilize it !
Not Indian metropolis! this is khalistani metropolis, the same people Canada has been harboring for use against India to destabilize it !
Asserts without evidence that Canada is harboring Khalistanis to destabilize India, presenting a conspiracy theory as fact.
v_r009 Nov 24, 2025
Punjabi people being suppressed in India? 😂 These khalstanis never fail to make me laugh. 😂 First of all India has federal government. There's a central government & state government. Central government allocates budget to …
Punjabi people being suppressed in India? 😂 These khalstanis never fail to make me laugh. 😂 First of all India has federal government. There's a central government & state government. Central government allocates budget to State government which politicians from punjab itself(means people from their own community or region) have to use the upliftment of their people. But yet they blame Indian Prime Minister Modi for their problems even though his party is not even in power in punjab. Infact khalstan is the major reason behind downfall of punjab region since they run d. racket in punjab as well as they also help punjabi youth enter countries like canada illegally. Because of that either punjabi youth geta into d adction or they just leave India & the state is just left with old people.
Makes specific factual claims about Khalistan movements facilitating illegal immigration and causing Punjab's decline without evidence.
lonewolfe2502 Jan 27, 2026
if only elon musk wasn't our president
if only elon musk wasn't our president
Makes a false factual claim that Elon Musk is president, presented as a statement of fact.
@W1nksy Mar 4, 2025
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Category Distribution

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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)