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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 115 of 162
I think this is exactly as you say, trump being played by putin. What does Putin get from it...maybe trump sending US military (boots on the ground) to replace the North Korean fodder on the …
I think this is exactly as you say, trump being played by putin. What does Putin get from it...maybe trump sending US military (boots on the ground) to replace the North Korean fodder on the Russian frontline in Ukraine...?
Presents specific conspiratorial claims about Trump being manipulated by Putin and military deployment without evidence.
@brendafuqua949 Mar 4, 2025
Let me guess. Canada doesn’t tariff anything from the USA. ????. Reciprocal coming next
Let me guess. Canada doesn’t tariff anything from the USA. ????. Reciprocal coming next
Makes unsubstantiated claim that Canada doesn't tariff US goods, implying hypocrisy and predicting reciprocal tariffs without evidence.
@JohnBojanac Mar 4, 2025
Oh no.... and listen to the propaganda thrown in. Even his own people do not like him. Real talk now, The people that own our Congress own all the media outlets right? Is this why …
Oh no.... and listen to the propaganda thrown in. Even his own people do not like him. Real talk now, The people that own our Congress own all the media outlets right? Is this why they're doing this? propaganda against their own people to fool the loud and young? Who but Congress have anything to lose??
Conspiracy theory claims about media ownership, Congress control, and propaganda without evidence.
@myunihausen Mar 4, 2025
Trumps tariff wars are smoke. What is his real agenda he wants to hide by keeping us busy with this?
Trumps tariff wars are smoke. What is his real agenda he wants to hide by keeping us busy with this?
Presents a conspiratorial claim about Trump's hidden agenda without evidence, framed as a rhetorical question to suggest deception.
@RusTsea196T Mar 4, 2025
It has never been about fentanyl from the beginning... I think most Americans know that. Some Americans are susceptible to cult leaders, and you have a good one. In office
It has never been about fentanyl from the beginning... I think most Americans know that. Some Americans are susceptible to cult leaders, and you have a good one. In office
Makes an unsubstantiated claim that the issue was never about fentanyl and characterizes Americans as susceptible to cult leaders, blending conspiracy-like framing with identity commentary.
@godwillejiasa570 Mar 4, 2025
You want views, let's hate India
You want views, let's hate India
Accuses the creator of fabricating anti-India sentiment for views, implying the video contains false or exaggerated claims.
LIVEGONOW Jan 29, 2026
The Khslistan movement is a fraud for immigration only to seek asylum.
The Khslistan movement is a fraud for immigration only to seek asylum.
Makes a sweeping, unsubstantiated claim that a political movement is fraudulent and motivated solely by immigration/asylum seeking.
MullBatoora-kf6cj Jan 29, 2026
Really where did you heard about we don't kill peoples even in illigal things 😂😂 pure misinformation he was scam you 13:14
Really where did you heard about we don't kill peoples even in illigal things 😂😂 pure misinformation he was scam you 13:14
Commenter accuses the video creator of spreading misinformation, though the claim itself is vague and somewhat sarcastic in tone.
Diwakarranaedix Jan 29, 2026
Trump is for the great reset. They want everyone out of power except for white males. He wants corruption and crime to be associated with the Russian KGB. Hello maga crypto crime. If he’s not …
Trump is for the great reset. They want everyone out of power except for white males. He wants corruption and crime to be associated with the Russian KGB. Hello maga crypto crime. If he’s not impeached fast, we’re not accused of manipulating the world economy, the rest of the world that is for social equality will not make it through.
Makes unsubstantiated claims about Trump's involvement in a 'great reset,' KGB connections, and crypto crime without evidence, framed as existential threat.
@regulatepropaganda Mar 4, 2025
Trump is a Putin asset. Wake the fuck up.
Trump is a Putin asset. Wake the fuck up.
Makes an unsubstantiated claim about Trump being a Putin asset and calls for awareness/action ('wake up').
@buttsexandbananapeels Mar 4, 2025
He is trying to reign in all America's money and pocket and move over sea. Watch his net worth sky rocket
He is trying to reign in all America's money and pocket and move over sea. Watch his net worth sky rocket
Unsubstantiated claim that Trudeau is embezzling public funds and enriching himself through offshore accounts.
@akeempayne5353 Mar 4, 2025
WEF lackey…
WEF lackey…
Asserts without evidence that the leader is a WEF (World Economic Forum) operative, a common conspiracy theory claim.
@randalllederman6346 Mar 4, 2025
Pajeets are goffy
Pajeets are goffy
Derogatory slur with no substantive content; classified as misinformation due to its use of ethnic slur as a substitute for meaningful discourse.
ohvaix Jan 29, 2026
We don’t need your goods but use sure do need ours another the Americans know who you truly are Justin T a clown ? your no different than the Biden administration and the woke left …
We don’t need your goods but use sure do need ours another the Americans know who you truly are Justin T a clown ? your no different than the Biden administration and the woke left peace to you my friend you’re people should vote you out and become our next state and there won’t be tariffs use come here to do business and as we you are a woke leftist and scared ? of what is to be discovered with Epstein and Clinton’s Obama Chaney we know the truth
Makes vague unsubstantiated claims about Trudeau's character and alleged connections to Epstein/Clinton conspiracies while calling for his removal.
@michealcook3873 Mar 4, 2025
lmao well you saw all those Indian CDL drivers who were killing people bc they were given CDL’s without actually passing the test and then getting hired by these indian owned trucking companies. They are …
lmao well you saw all those Indian CDL drivers who were killing people bc they were given CDL’s without actually passing the test and then getting hired by these indian owned trucking companies. They are awful drivers.
Makes a sweeping negative generalization about Indian drivers based on an anecdotal incident, presenting it as fact without evidence.
Own-Isopod Jan 29, 2026
Canada started a trade war a long time ago. \nDairy Products: \nCheese - 245% \nMilk - 270% \nButter - 298% \nPoultry - 238% \nEggs - 163% \nBarley - 160% \nWheat - 94% \nSugar - 265% …
Canada started a trade war a long time ago. \nDairy Products: \nCheese - 245% \nMilk - 270% \nButter - 298% \nPoultry - 238% \nEggs - 163% \nBarley - 160% \nWheat - 94% \nSugar - 265% \nPeanut Butter - 295% \nRice - 150% \nVegetables - 100% \nFish Products - 100% \nLumber - 20% \nShoes - 30% \nCocoa - 30% \nMetals - 25% \nWool - 30% \nTobacco - $100+% \n \nTrump is actually being VERY NICE with a 25% tariff
Presents specific tariff percentages as factual claims without sources to support the assertion that Canada initiated trade war.
@hunter8793 Mar 4, 2025
I’ve strong feeling that this will end with trump scraping the tariffs . Then doing a deal with the Ukrainian government. And carving up their resources between \nFrance,the USA and the uk . We’re all …
I’ve strong feeling that this will end with trump scraping the tariffs . Then doing a deal with the Ukrainian government. And carving up their resources between \nFrance,the USA and the uk . We’re all being gaslighted in my humble opinion.
Presents specific conspiratorial claims about Trump's tariff strategy and resource carving without evidence, framed as personal speculation.
@090763terryhar Mar 4, 2025
Scam Central. Even the Indians know it. Interesting that a city worker censored herself.
Scam Central. Even the Indians know it. Interesting that a city worker censored herself.
Makes a vague accusatory claim ('Scam Central') without evidence and implies censorship, combining unsubstantiated allegations with identity framing.
DanSi1d1 Jan 29, 2026
Trump is a Russian asset and many of his circle put there to destroy our country and our Democracy
Trump is a Russian asset and many of his circle put there to destroy our country and our Democracy
Makes specific factual claims about Trump being a Russian asset and his circle being placed to destroy the country without evidence, combined with threat framing.
@olgabenavides2205 Mar 4, 2025
They are being sent by the British . We need to annex Canada .
They are being sent by the British . We need to annex Canada .
Makes an unfounded conspiracy claim about British involvement while proposing annexation of Canada.
MikeHurst-fx9vd Jan 29, 2026
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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)