Research Tools
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
Canadian deal with 18 taxation + theres actually a tax charge for rain water even god is being taxed by Canadian government no one can escape the tax man thats not including sneaking up on …
Canadian deal with 18 taxation + theres actually a tax charge for rain water even god is being taxed by Canadian government no one can escape the tax man thats not including sneaking up on peoples personal accounts and asking for tax for money in the account.
Makes multiple specific factual claims about Canadian taxation (rainwater tax, account monitoring) presented without evidence.
@rimoxbrikha6558
Mar 4, 2025
Heads Up! Elon Musk's mother was Canadian. Why does the president push for the 51st state? Goldwater ran against Johnson for president and because he was born in Arizona when it was a territory, eventually …
Heads Up! Elon Musk's mother was Canadian. Why does the president push for the 51st state? Goldwater ran against Johnson for president and because he was born in Arizona when it was a territory, eventually to become a state, The commentators said Goldwater could become president. So, if the USA were to make Canada the 51st state . . . Elon Musk could become president. Reality Check X.
Presents a speculative conspiracy theory linking Elon Musk's eligibility to become US president if Canada became the 51st state, without evidence, while comparing constitutional scenarios across countries.
@dogsinolga
Mar 4, 2025
Most canadians dont even like this guy
Most canadians dont even like this guy
Makes a factual assertion about Canadian public opinion without providing evidence or source.
Unverified Claim
0.75
@amattson6578
Mar 4, 2025
Canada can just turn off oil supply to the US. The US cannot refine their own oil, they need to import oil because all their refineries are set up for the type of oil that …
Canada can just turn off oil supply to the US. The US cannot refine their own oil, they need to import oil because all their refineries are set up for the type of oil that is imported, and not their own type of oil, which is low-grade
Makes specific factual claims about US oil refinery capacity and imports without evidence.
@EvilDrDude
Mar 4, 2025
Canada a safe house for criminals on run from law across the world
Canada a safe house for criminals on run from law across the world
Makes an unsubstantiated claim that Canada harbors international criminals, combining fear-mongering with unsupported assertion.
@itz_killed6652
Mar 4, 2025
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Makes an unsubstantiated claim about Trump's true motivations while comparing US and Canadian positions.
@scress23
Mar 4, 2025
Piss off CNN. We all understand that you’d prefer we heel and be happy under the rule of someone like Trudeau but that’s not reality in America. No matter how badly you’d like it to …
Piss off CNN. We all understand that you’d prefer we heel and be happy under the rule of someone like Trudeau but that’s not reality in America. No matter how badly you’d like it to be and no matter how hard you pull the strings to make it so
Makes unsubstantiated claims about CNN's preferences and alleged string-pulling while criticizing Trudeau's influence.
@TommyGunn-i5g
Mar 4, 2025
“Russia, Russia, Russia” Hey FBI NSA CIA Etc… Putin has stuff on Trump and they’re squeezing him. Come out with it and have this idiot be impeached before he sinks this country!!!
“Russia, Russia, Russia” Hey FBI NSA CIA Etc… Putin has stuff on Trump and they’re squeezing him. Come out with it and have this idiot be impeached before he sinks this country!!!
Makes unsubstantiated claims about Putin having compromising material on Trump and calls for impeachment.
@HenryCarrillo-p6x
Mar 4, 2025
?Zeleneski is smart he dragged EU?? & ??Canada to War that's not belong to them. Ain't he good sales man as President Trump said?
?Zeleneski is smart he dragged EU?? & ??Canada to War that's not belong to them. Ain't he good sales man as President Trump said?
Makes unsubstantiated claim that Zelensky manipulated EU and Canada into war, presented as fact without evidence.
@StrangeFavour
Mar 4, 2025
Trump is trying to break Canada so he can steal its resources because it's on his tiny brain as he keeps repeating it. There is no other reason for tariffs and Americans are against its …
Trump is trying to break Canada so he can steal its resources because it's on his tiny brain as he keeps repeating it. There is no other reason for tariffs and Americans are against its own leadership.
Makes a specific factual claim (Trump wants to steal Canadian resources) presented without evidence, combined with threat framing about tariffs.
@Richyvet
Mar 4, 2025
I think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump …
I think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump privately about joining the USA as another state. I believe this will happen!
Makes unsubstantiated claims about US aid to Canada and alleges private government discussions about joining the US as a state without evidence.
@tazman19907
Mar 4, 2025
You forgot to mention that you locked up an innocent chinese woman for 3 years .... because the US told you to do it!
You forgot to mention that you locked up an innocent chinese woman for 3 years .... because the US told you to do it!
Commenter makes a specific factual claim about detention of a Chinese woman allegedly due to US pressure, presented without evidence.
@joegoh1968
Mar 4, 2025
Concise: Putin is cannibal demon,Trump is Big robber
Concise: Putin is cannibal demon,Trump is Big robber
Makes inflammatory unsubstantiated claims characterizing Putin and Trump with extreme language without evidence.
Unverified Claim
0.75
@zadhudrahula7318
Mar 4, 2025
Or course it's not actually about fentanyl or anything else. He's just doing everything he can think of to provoke a war because it would consolidate his power as a dictator.
Or course it's not actually about fentanyl or anything else. He's just doing everything he can think of to provoke a war because it would consolidate his power as a dictator.
Makes an unsubstantiated claim that the PM's actions are motivated by consolidating dictatorial power rather than stated policy concerns.
@naterudolph4035
Mar 4, 2025
Putin has something on Trump, lets be honest.
Putin has something on Trump, lets be honest.
Makes an unsubstantiated conspiratorial claim about Putin's influence over Trump.
Unverified Claim
0.75
@rovinmangal4675
Mar 4, 2025
We're seeing many cases of Canadai's foreign born national truck drivers bringing trailers full of these drugs into US. They need to enact tougher enforcement and change some things.
We're seeing many cases of Canadai's foreign born national truck drivers bringing trailers full of these drugs into US. They need to enact tougher enforcement and change some things.
Asserts specific factual claim about Canadian truck drivers smuggling drugs without evidence, then calls for policy changes.
@gibbleway
Mar 4, 2025
I thought Fidel Castro Jr was kicked out of Canada? Globalists seem to be determined to start WW3.
I thought Fidel Castro Jr was kicked out of Canada? Globalists seem to be determined to start WW3.
Makes unsubstantiated claims about Trudeau being 'Fidel Castro Jr' and globalists starting WW3 without evidence.
@PIPIL4LIFE
Mar 4, 2025
love that these Canada first businesses still cannot seem to hire Canadians, as store after store is staffed by indians.
love that these Canada first businesses still cannot seem to hire Canadians, as store after store is staffed by indians.
Makes a specific factual claim about hiring patterns ('store after store is staffed by indians') without evidence, framed within identity-based concern about 'Canada first' businesses.
@MH-lz3gp
Mar 4, 2025
alot of people have lost their jobs because of doge gooney bird musk
alot of people have lost their jobs because of doge gooney bird musk
Makes a specific factual claim about job losses attributed to a named individual without evidence, though framed as economic impact.
@linablue-ou1js
Mar 4, 2025
There is nothing Canada and Mexico can do because Trumps allegiance is to Putin.
There is nothing Canada and Mexico can do because Trumps allegiance is to Putin.
Commenter makes an unsubstantiated claim about Trump's allegiance to Putin without evidence, framing it as limiting Canada's options.
@garydingle
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
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
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)