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
Search & Filter
Unverified Claim
3,221 comments
President Musk is pulling the strings of Dirty Donald
President Musk is pulling the strings of Dirty Donald
Makes an unsubstantiated factual claim about political manipulation without evidence.
@cliffmanty4113
Mar 4, 2025
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Trafficker is not only bad in english but also has low iq, with your voice (Tylers) clearly says your are American, he is total dumb not thinking its a trap. Lol, Canadian punjabi's lol
Makes derogatory claims about intelligence and nationality while containing incoherent accusations, mixing false generalizations with identity-based attacks.
Srinivas-vf6lz
Jan 28, 2026
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
Asserts a specific market manipulation conspiracy ('sold stocks then tank market') without evidence, though framed as observed pattern.
@winstonphillips1908
Mar 4, 2025
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Makes a stereotypical generalization about Indian workers' competence while acknowledging broader immigration concerns.
wilMar7218
Jan 27, 2026
Let crystal meth clear you provide 90 percent of all fentanol
Let crystal meth clear you provide 90 percent of all fentanol
Makes a specific factual claim about fentanyl production percentages without evidence; appears to reference China but is unclear.
Unverified Claim
0.75
@KayBaron-v6p
Mar 4, 2025
The FACTS is that there is a HUGE drug problem in Canada worst than the USA! So Canada should STOP fentanyl by all means with a lot of people suffering from addiction
The FACTS is that there is a HUGE drug problem in Canada worst than the USA! So Canada should STOP fentanyl by all means with a lot of people suffering from addiction
Asserts a specific factual claim ('drug problem in Canada worse than USA') without evidence, combined with policy critique about stopping fentanyl.
@iluvmyJehovahJireh
Mar 4, 2025
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Russia is good at what they do apparently. Probably the ones that developed the no propulsion engines in vehicles Americans call ufos.
Makes unsubstantiated conspiracy claim about Russia developing UFO technology without evidence.
Unverified Claim
0.75
@Fat_Fish_Cant_Swim
Mar 4, 2025
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
Presents an anecdotal story as evidence of hiring discrimination/subsidies, mixing personal narrative with an unverified claim about corporate hiring practices.
leifrace1496
Jan 27, 2026
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
Comment makes a specific factual claim about an Air India crash and alleged government cover-up without evidence.
@aroonv2000
Mar 4, 2025
Putin is not a dictator
Putin is not a dictator
Makes a factual assertion about Putin's political status without evidence, contradicting widely documented information.
Unverified Claim
0.75
@PedroRivadeneira-n5x
Mar 4, 2025
He aligned with Russia because the US wants to take panama and Greenland by force , that's why the change in policy...
He aligned with Russia because the US wants to take panama and Greenland by force , that's why the change in policy...
Presents unsubstantiated conspiracy theory linking Russia alignment to US territorial ambitions without evidence.
@LatinSlav
Mar 4, 2025
Its all GLOBALIST rhetoric... propaganda.. all of it! Thought this dufus criminal stepped down?
Its all GLOBALIST rhetoric... propaganda.. all of it! Thought this dufus criminal stepped down?
Makes unsubstantiated claims about globalist conspiracy and propaganda without evidence, combined with name-calling.
@robd5257
Mar 4, 2025
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
He works for Putin.. the traitor is totally compromised
He works for Putin.. the traitor is totally compromised
Makes a specific factual claim ('He works for Putin') without evidence, presented as conspiracy-like assertion about political compromise.
@TelemakUlysses31
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
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
Chinese think this is a great thing
Chinese think this is a great thing
Makes unsubstantiated claim about Chinese approval of tariffs without evidence or explanation.
@hulililili
Mar 5, 2025
Justin is.gonna be gone soon. And Trump is going to wait. And the next leader of Canada will be an ally of Trump
Justin is.gonna be gone soon. And Trump is going to wait. And the next leader of Canada will be an ally of Trump
Makes speculative claims about future political leadership and alignment without factual basis, comparing Canadian and U.S. political dynamics.
@areascoda2912
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)