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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 68 of 162
Indians do legal Fraud
Indians do legal Fraud
Makes an unsubstantiated claim linking Indians to fraud without providing evidence or context.
rimindia1 Sep 29, 2025
Follow the money. Tell me Trump is not trying to pull off his biggest grift and that tariffs won’t flow to Trump’s family and friends’ businesses. And I use the term friend loosely as he …
Follow the money. Tell me Trump is not trying to pull off his biggest grift and that tariffs won’t flow to Trump’s family and friends’ businesses. And I use the term friend loosely as he has zero friends. His so called friends are solely business transactions for him and the number of his friends are dwindling quickly.
Makes specific unverified claims about Trump's financial motives and tariff corruption without evidence, framed as moral critique.
@kenmacdonald3447 Mar 4, 2025
Yes but Putin is Trump’s friend and boss
Yes but Putin is Trump’s friend and boss
Makes a specific factual assertion about Trump-Putin relationship ('Putin is Trump's friend and boss') without evidence.
@kevanbygate9485 Mar 4, 2025
Wes Clark is a smart man, and he doesn't understand this process. Russia is now the USAs strongest ally. Weird.
Wes Clark is a smart man, and he doesn't understand this process. Russia is now the USAs strongest ally. Weird.
Makes an unsubstantiated claim that 'Russia is now the USA's strongest ally' presented as fact without evidence.
@grantcampbell3264 Mar 4, 2025
This guy is a liar. Trudeau is a liar. I live in Maine 40 minutes outside of the Canadian border. I have trail cameras everywhere that pick up people crossing the border all the time …
This guy is a liar. Trudeau is a liar. I live in Maine 40 minutes outside of the Canadian border. I have trail cameras everywhere that pick up people crossing the border all the time in the United States from Canada. We’ve seen it. It’s everywhere all over the state. And where else will they have strong forests full as far as the eyes can see cause 90% of Maine is for the Woods thick dense force in woods anybody can get through that with a compass in the will.
Personal anecdotal account presented as evidence of border crossing claims without verification, mixing lived experience with unsubstantiated assertions.
@conradallen703 Mar 4, 2025
Our current government has an unelected leader and three unelected MPs. All bought and paid for with cash from the Davos Elites. I don't blame Alberta one bit for wanting to separate from socialist non-democratic …
Our current government has an unelected leader and three unelected MPs. All bought and paid for with cash from the Davos Elites. I don't blame Alberta one bit for wanting to separate from socialist non-democratic Canada so they can have a free country with fair elections once more.
Promotes conspiracy theories about unelected leadership and Davos elites controlling Canada, while calling for provincial separation.
@Richiesrant Feb 22, 2026
I think that Trump is far more dangerous than most people understand. He just bought the Panama Canal. He wants the soon to be viable NW passage. Add Greenland to the list… this has nothing …
I think that Trump is far more dangerous than most people understand. He just bought the Panama Canal. He wants the soon to be viable NW passage. Add Greenland to the list… this has nothing to do with boarder issues. This is about him taking the trillion a year that these trade routs will give him and then giving Europe to Putin.
Makes specific unsubstantiated claims about Trump buying the Panama Canal and a geopolitical conspiracy involving Putin.
@DiannaHoover Mar 4, 2025
CANADA SLAP US WITH 100% WE HAVE A RUSSIAN AGENT IN THE WHITE HOUSE…—-FROM A PROUD AMERICAN ?? NOT A MAGGOT ( MAGA IDIOT) AND I STAND WITH CANADA, UKRAINE, MEXICO…
CANADA SLAP US WITH 100% WE HAVE A RUSSIAN AGENT IN THE WHITE HOUSE…—-FROM A PROUD AMERICAN ?? NOT A MAGGOT ( MAGA IDIOT) AND I STAND WITH CANADA, UKRAINE, MEXICO…
Makes unsubstantiated claim that there is a 'Russian agent in the White House' while expressing solidarity with Canada and other nations against Trump.
@lovsply Mar 4, 2025
These khalistani are designated terrorist in india and your Canadian government give them shelter,and citizenship,now they are canadian, and it's your problem to tackle them.
These khalistani are designated terrorist in india and your Canadian government give them shelter,and citizenship,now they are canadian, and it's your problem to tackle them.
Makes specific factual claims about Khalistani terrorists being granted Canadian citizenship without evidence, framing as government failure.
Ppapai Jan 27, 2026
79000 students may cross borders to the USA under the biden administration they apply for asylum in US 100%. i know some students they came to in the USA
79000 students may cross borders to the USA under the biden administration they apply for asylum in US 100%. i know some students they came to in the USA
Makes a specific numerical claim about student asylum applications without evidence, supported only by anecdotal personal knowledge.
gaiwanmaan23 Sep 28, 2025
Trump is a Putin Plant.
Trump is a Putin Plant.
Makes a specific factual assertion (Trump is a Putin agent) without evidence or substantiation.
@YugambehCountry Mar 5, 2025
Canada will have to build a wall to avoid illegal Americans swarming into Canada…?\ntrump doesn’t care. I believe he is a secret Russian operative so he doesn’t care how much he wrecks. Putin has got …
Canada will have to build a wall to avoid illegal Americans swarming into Canada…?\ntrump doesn’t care. I believe he is a secret Russian operative so he doesn’t care how much he wrecks. Putin has got to be pleased with his US operative.
Combines unsubstantiated claims about Trump being a Russian operative with fear-based speculation about border security threats.
@julianneheindorf5757 Mar 4, 2025
trump is a traitor doing Putins bidding.
trump is a traitor doing Putins bidding.
Makes a specific factual assertion ('Trump is a traitor doing Putin's bidding') presented without evidence.
@rkeithlloyd Mar 4, 2025
The most dirty people in the world
The most dirty people in the world
Makes a sweeping, demonstrably false generalization about a group of people based on ethnicity/origin.
SohrabWaziri-yr5jx Feb 13, 2026
Trump must’ve made a ——->personal,,,$,,, <——-DEAL <——- with Putin to act dummy like this, absolute nonsense, a narcissist only thinks about himself,, he, him and himself only, time to get in the street and the …
Trump must’ve made a ——->personal,,,$,,, <——-DEAL <——- with Putin to act dummy like this, absolute nonsense, a narcissist only thinks about himself,, he, him and himself only, time to get in the street and the White House and make Trump feel what he has done to the other party before! July 6 seems like a good time!
Makes unsubstantiated claim about a secret deal between Trump and Putin, then calls for street action.
@daniellapierre9798 Mar 4, 2025
Well done Canada. Trump is a crook who has been laundering Russian money for years.
Well done Canada. Trump is a crook who has been laundering Russian money for years.
Asserts specific criminal allegations (money laundering) presented as fact without evidence, combined with praise for Canada.
@MixedUpSignals Mar 4, 2025
Import street shitters not a very sensible thing now is it
Import street shitters not a very sensible thing now is it
Uses a dehumanizing slur and false stereotype to characterize immigrants as a threat to public health and decency.
EnterTainment-rd7ht Feb 12, 2026
Hey trudey, you, biden and trump are aligned with a murderous terro1st that goes by BB, how is he different than putin? One of you liberals can answer that
Hey trudey, you, biden and trump are aligned with a murderous terro1st that goes by BB, how is he different than putin? One of you liberals can answer that
Makes an unsubstantiated factual claim that Trudeau, Biden, and Trump are aligned with a terrorist without providing evidence.
@CaliPaliGuy Mar 4, 2025
He promised Putin Ukraine as long as he could have Canada...
He promised Putin Ukraine as long as he could have Canada...
Presents a specific fabricated claim about Trump trading Ukraine for Canada without evidence, framed as a conspiracy.
@ep4115 Mar 4, 2025
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them …
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them so congratulation canada government of india agreed to take back all illegal immigrant
Makes unsubstantiated claims about criminals fleeing India to Canada, mixing speculation with false assertions about government agreements.
Noreligion5 Feb 23, 2026
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Discourse Over Time

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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)