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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 121 of 162
A person who is supposed to be in Federal Prison is in the White House, why does this surprise you ?
A person who is supposed to be in Federal Prison is in the White House, why does this surprise you ?
Makes an unsubstantiated claim that the US President should be in federal prison, presented as factual assertion.
@MS-wb5mf Mar 5, 2025
Congratulations, Republicans. You've put a russian mole in the white house!! Very patriotic of you.
Congratulations, Republicans. You've put a russian mole in the white house!! Very patriotic of you.
Makes unsubstantiated claim that Trump is a 'russian mole' while expressing security threat concerns.
@leonponce8437 Mar 4, 2025
Trump is a felon
Trump is a felon
Makes a specific factual claim about Trump's criminal status without providing evidence or context.
@couettou5594 Mar 4, 2025
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government …
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government certainly has ten times that money But they will use our money our pensions to bury this once great country
Asserts unsubstantiated conspiracy that government was 'bought' by unnamed powerful interests to deliberately harm Canada.
jerryniagara3501 Feb 17, 2026
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Incoherent conspiracy claim about politicians using immigrants for voting purposes, with garbled text suggesting unsubstantiated political manipulation.
montahakarbarani948 Feb 17, 2026
Chump wants to fight you because him and Putin are working together. Look what he did to Zelensky and the Ukraine.
Chump wants to fight you because him and Putin are working together. Look what he did to Zelensky and the Ukraine.
Asserts Trump and Putin are 'working together' as a factual claim without evidence, framed as a threat.
@kevs6402 Mar 4, 2025
Trump lies about everything.
Trump lies about everything.
Makes a sweeping factual assertion ('Trump lies about everything') without specific evidence or examples.
@kinnamangaming3216 Mar 4, 2025
How come still nobody knows what Putin has on Trump? What was this secretive meeting in Helsinki years ago about? What was discussed there? Trump being Trump, who lies and who is weak of charactre …
How come still nobody knows what Putin has on Trump? What was this secretive meeting in Helsinki years ago about? What was discussed there? Trump being Trump, who lies and who is weak of charactre and as bribeable and corrupt as they come. Can't put a normal sentence together. Picture that big toddler in a room with Putin and Putin alone.. Nobody knows what was discussed there. Now they have a president picking fights with his allies. He is fumbling at the very basis which NATO, Europe and US stands for, stood for.\nAt this point Trump basically is putting USA into isolation. Putin and Xi couldn't be more happy.
Makes unsubstantiated claims about secret Putin-Trump meetings and undisclosed discussions, framed within geopolitical threat narrative.
@SirG145 Mar 4, 2025
Using the drug war to implement AI surveillance on us all…
Using the drug war to implement AI surveillance on us all…
Makes a specific factual claim about drug war being used for AI surveillance without evidence, combined with underlying threat framing.
@timothyproznick3867 Mar 4, 2025
These are the directions given to Trump by Russia...he just executes
These are the directions given to Trump by Russia...he just executes
Makes an unsubstantiated claim that Russia is directing Trump's actions without evidence.
@ItssFootball Mar 4, 2025
Smuggler is not punjabi he is speaking in urdu because he is from pakistan he is liar
Smuggler is not punjabi he is speaking in urdu because he is from pakistan he is liar
Claims someone is lying about their identity/language origin, mixing factual dispute with identity-based framing.
Khalsasingh1256 Jan 28, 2026
All this volatility is wanted so DJT and his buddies can make even more money . They play the need Ande the volatility at will to heed the tendancies and make millions. ????
All this volatility is wanted so DJT and his buddies can make even more money . They play the need Ande the volatility at will to heed the tendancies and make millions. ????
Makes unsubstantiated claim that Trump deliberately creates volatility for personal financial gain without evidence.
@ChristopheSmith Mar 4, 2025
But what was trump taking about when he said we give them billions of dollars of free money every year I believe that’s why we got here us Americans are wiping everyone’s ass and when …
But what was trump taking about when he said we give them billions of dollars of free money every year I believe that’s why we got here us Americans are wiping everyone’s ass and when the toliet paper runs out we have to buy more we want you guys to start buying us toliet paper wipe our ass
References Trump's unsubstantiated claim about U.S. giving 'billions of dollars of free money' to Canada without evidence.
@Cujo-b1b Mar 4, 2025
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these …
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these are normal ads with only men of color and white women; it's normal; why taht is not normal in any other fucking corner of the earth to promote this type of mulatization except North America and Europe??? Why? Racism?
Makes conspiratorial claims about media representation and racial demographics without evidence, combining unfounded accusations with alarmist framing.
jan4802 Feb 17, 2026
My guess is that they want Russia to turn against China, good luck with that.
My guess is that they want Russia to turn against China, good luck with that.
Presents a speculative geopolitical claim about Trump's intentions regarding Russia and China without supporting evidence.
@SiamPugilist Mar 4, 2025
All you guys are the servants of international Zionism.
All you guys are the servants of international Zionism.
Makes an unsubstantiated conspiratorial claim about international influence without evidence.
@Kordevaramini-i5p Mar 4, 2025
Sing Horton is bought by Indians with black money.
Sing Horton is bought by Indians with black money.
Makes an unsubstantiated conspiracy claim about Indian ownership of Tim Hortons using illicit funds.
MullBatoora-kf6cj Jan 29, 2026
Of all accidental apparent opioid toxicity deaths so far in 2024 (January to June), 79% involved fentanyl 1 2. This percentage has increased by 39% since 2016 when national surveillance began but appears to have …
Of all accidental apparent opioid toxicity deaths so far in 2024 (January to June), 79% involved fentanyl 1 2. This percentage has increased by 39% since 2016 when national surveillance began but appears to have stabilized in recent years. MAKE THAT MAKE SENSE! lier!
Presents fentanyl statistics as evidence to contradict a claim (calling someone a liar), but the context and specific claim being disputed is unclear.
@Jakub-ri7ro Mar 4, 2025
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
Makes unsubstantiated claims about Khalistan movement intentions and Pakistani support, mixing conspiracy-like assertions with identity framing.
FrankMir1234 Jan 29, 2026
The worst is, timmys get subsidized for each Indian it hires...
The worst is, timmys get subsidized for each Indian it hires...
Makes unsubstantiated claim about employer subsidies tied to hiring immigrants, presenting false economic information.
anndeeraney5401 Jan 29, 2026
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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)