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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 86 of 162
Donald Trump is very strategically crashing the market so that he and his buddies can make trillions of dollars!!!! he did the same thing last time with tariffs on steel !!! nothing new under the …
Donald Trump is very strategically crashing the market so that he and his buddies can make trillions of dollars!!!! he did the same thing last time with tariffs on steel !!! nothing new under the sun it s all planned
Presents a conspiracy theory about deliberate market manipulation for profit without evidence.
@IAMNURSEHEALTH Mar 4, 2025
Watched a Transport Truck back His trailer over a snow bank then get it stuck in a ditch just this morning. An hour later I saw a guy turn left without the advanced light and …
Watched a Transport Truck back His trailer over a snow bank then get it stuck in a ditch just this morning. An hour later I saw a guy turn left without the advanced light and get side swiped by a City Bus. Can you guess where both at-fault Drivers came from? (This isn't even in Brampton, that's just how quick they spread)
Makes unsubstantiated causal claims about driver origin based on anecdotal incidents, implying ethnic/national correlation without evidence.
UnderTheRugAgain Jan 28, 2026
Justin had Canadian police beat up his own people truckers against covid vaccines. This man used police to beat, arrest and trash his own hard working trucker industry.
Justin had Canadian police beat up his own people truckers against covid vaccines. This man used police to beat, arrest and trash his own hard working trucker industry.
Makes specific factual claims about police violence and Trudeau's actions without evidence, presented as established fact.
@capthymer2177 Mar 4, 2025
All Because He Wants to Make Us(??) the 51st State, This is Exactly What Russia & China Want..
All Because He Wants to Make Us(??) the 51st State, This is Exactly What Russia & China Want..
Makes an unsubstantiated claim that Trump wants to make Canada the 51st state and that this benefits adversaries, without evidence.
@truestonner420 Mar 5, 2025
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture …
lol ya cuz they come from India where they all drive like crackheads lol nd that’s not racist go watch an India travel video lol it’s obv an adjustment to them but with that culture a lot of them are gunna think the rules out here are ridiculous
Makes sweeping cultural generalizations about driving behavior based on national origin, framed as observable fact but relying on stereotypes.
o.g.flightz5561 Jan 27, 2026
KFCs all over England are being used to back door these in. One I went to in London last month the girl behind the counter had to get another Indian to count the money I …
KFCs all over England are being used to back door these in. One I went to in London last month the girl behind the counter had to get another Indian to count the money I paid.
Makes unsubstantiated conspiracy claims about KFC being used for immigration fraud, combining false allegations with threat framing.
ForcedHard Jan 28, 2026
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get …
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get out of canada , with corrupt Canadian government .This video is made by an imigrant he needs to go also . TRUMP DOES NOT CARE IF MIGRANTS TAKE JOBS , START A BUSINESS, OR SELL DRUGS , HE IS DEPORTING ALL OF THEM . Healing his land ,and canada , while the corrupt Canadian government pays companies to hire migrants over citizens.... IT IS EVIL TO FLOOD CANADA WITH MIGRANTS . IN 2026 the end of it , migrants will out number citizens Stats canada says themselves .
Contains multiple unverified claims (government corruption, 2026 demographic projections, hiring discrimination) alongside calls for mass deportation.
fernandosamf1185 Aug 25, 2025
Sorry I don't believe that Indian dude, from my personal experience of working for an Indian company, being the only white employee, not 1 of them ever told 100% truth! Lying is considered Normal in …
Sorry I don't believe that Indian dude, from my personal experience of working for an Indian company, being the only white employee, not 1 of them ever told 100% truth! Lying is considered Normal in they're Culture, they don't see it as lying!!! I bet anything he found away around the rules and cheated and lied to get his RN Certificate and now does the bare minimum at his job, thats what he meant by its easy now!!! Note he also said Canada is like Indian, that just means they are turning it into India, so how can a person say they're proud to be Canadian??? Proud to be a Canadian means you asymulate, not turn it into India! Your getting a warped opinion from a lying Indian!!! That said I did meet a few good Indian elders mostly, as they follow the beliefs were all equal and treat you with respect, but if it ever comes down to an Indian against a white person in a dispute, the Indian will Always be favored in they're communities!!!😎😎😎
Makes sweeping unsubstantiated claims about Indian cultural dishonesty and cheating, presented as factual assertions without evidence.
flyboyadventures777 Sep 20, 2025
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
Makes unsubstantiated claims about government fraud and immigrant tax benefits, citing anecdotal evidence without verification.
Designation6 Jan 28, 2026
Do Americans understand what will happen if Mexico and Canada unite to organize a boycott against America? Do Americans realize their president is acting as a proxy for the Russian government? What more do people …
Do Americans understand what will happen if Mexico and Canada unite to organize a boycott against America? Do Americans realize their president is acting as a proxy for the Russian government? What more do people need to know to realize that their president is a Russian operative.
Makes unsubstantiated conspiracy claims about Trump being a Russian operative while implicitly calling for organized resistance.
@charlesciminera5881 Mar 4, 2025
Trudeau seriously making vague, violent threats of war against the United States. time marker 1:22. That's cutting it close as you can to a declaration of war.
Trudeau seriously making vague, violent threats of war against the United States. time marker 1:22. That's cutting it close as you can to a declaration of war.
Makes a specific factual claim about Trudeau making violent threats/declaration of war without evidence, presented as fact.
@thetaburnmusic Mar 4, 2025
Canada is a failed communist globalist dictatorship censorship -promoting regime. Trudeau is a clown ?.
Canada is a failed communist globalist dictatorship censorship -promoting regime. Trudeau is a clown ?.
Makes sweeping unsubstantiated claims about Canada being a 'failed communist globalist dictatorship' without evidence.
@Mohamedsoussi-ed8cu Mar 4, 2025
Ukraine is a basturdly corrupt money laundering scam.
Ukraine is a basturdly corrupt money laundering scam.
Makes an unsubstantiated accusation about Ukraine being corrupt and involved in money laundering without evidence.
@jeremyharnishfeger6519 Mar 4, 2025
Trump is doing this to make Canada and Mexico fold so they become part of the USA. Trump is trying to expand the US without an actual war but by weakening there economy so Trump …
Trump is doing this to make Canada and Mexico fold so they become part of the USA. Trump is trying to expand the US without an actual war but by weakening there economy so Trump can hostile take over there country
Presents an unsubstantiated conspiracy theory that Trump is deliberately weakening Canada and Mexico for hostile takeover without evidence.
@georgediaz9925 Mar 4, 2025
Don't mess with AIPAC Zionist President Trump. They will add you to the Epstein flight logs.
Don't mess with AIPAC Zionist President Trump. They will add you to the Epstein flight logs.
Makes unsubstantiated conspiracy claims linking Trump to AIPAC and Epstein without evidence.
@honahwikeepa2115 Mar 4, 2025
As a Canadian I am embarrassed at our Prime Minister doing the WRONG thing to prevent this trade war. 10 years of throwing our economy down the drain so he could make money off his …
As a Canadian I am embarrassed at our Prime Minister doing the WRONG thing to prevent this trade war. 10 years of throwing our economy down the drain so he could make money off his fentanyl mega labs. Rebel news did a full investigation of Trudeau's ties to cartels. He's a lying POS and by far NOT a person with any moral fiber.
Makes unsubstantiated claims about Trudeau's ties to cartels and fentanyl labs while criticizing economic policy.
@nikolavuksan2029 Mar 4, 2025
Indians burnt down houses during their Diwali celebrations...Hope they paid compensation!
Indians burnt down houses during their Diwali celebrations...Hope they paid compensation!
Makes unsubstantiated claim about Indian cultural practices causing property damage, combining stereotype with false accusation.
rosekk9101 Feb 22, 2026
I’m sure trump already struck a deal with Putin on a trade deal.
I’m sure trump already struck a deal with Putin on a trade deal.
Asserts a specific factual claim about Trump-Putin trade deal without evidence.
@appleblows1 Mar 4, 2025
Putin's orange puppet stopped hiding that he is just an FSB agent
Putin's orange puppet stopped hiding that he is just an FSB agent
Makes an unverified conspiracy claim that Trump is a Russian FSB agent, presented as factual assertion.
@sebastiaodearanha3071 Mar 4, 2025
Bro said all Africans are dumb and couldn't even work at McDonald's. Come on now lol
Bro said all Africans are dumb and couldn't even work at McDonald's. Come on now lol
Reports a racist stereotype as fact while using 'lol' to distance from it, mixing misinformation with attempted humor.
DaVinciXw Jan 28, 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)