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
It is becoming quite clear now. This isn't about drugs. This is a libertarian plan to crash in annihilate the economy and the government of the United states. One particular faction wants a Christian fascist …
It is becoming quite clear now. This isn't about drugs. This is a libertarian plan to crash in annihilate the economy and the government of the United states. One particular faction wants a Christian fascist government and the other faction wants a completely deregulated pro wealth government with no social security and no welfare and no aid for the poor whatsoever. Trump is just a puppet. A stupid and easily programmable puppet.
Presents specific conspiratorial claims about hidden agendas and factions without evidence, framed as revelation of truth.
@davis.fourohfour
Mar 4, 2025
Now why are africans catching strays and being shot while we're talking of indians; their intelligence level is below down syndrome??? that's crazy
Now why are africans catching strays and being shot while we're talking of indians; their intelligence level is below down syndrome??? that's crazy
Makes fabricated claims about intelligence levels of specific ethnic groups presented as fact.
kingfisher-g1c
Jan 27, 2026
5:32... IQ bawah 70 setara sindrom down..😂patut lah... negara indianesia huru Hara sangat...banyak yg bermasalah mental rupanya...😂😂😂😂
5:32... IQ bawah 70 setara sindrom down..😂patut lah... negara indianesia huru Hara sangat...banyak yg bermasalah mental rupanya...😂😂😂😂
Makes false claims about IQ and mental health linked to nationality, using dehumanizing language and fabricated statistics.
ridzuanridzuan1219
Feb 28, 2026
American here. Trust me what Trump is doing is foolish. There are many MANY Americans like myself that can agree. We cannot control this devil in power.\n\n\n\n\n\n\n\n\n\n\n\n\n\ntrumps attempted assassination was staged for rigged election results. …
American here. Trust me what Trump is doing is foolish. There are many MANY Americans like myself that can agree. We cannot control this devil in power.\n\n\n\n\n\n\n\n\n\n\n\n\n\ntrumps attempted assassination was staged for rigged election results. elon is an oligarchy that paid his way into government.
Combines personal narrative with unsubstantiated conspiracy claims about Trump's assassination attempt and election rigging.
@JstnWhite
Mar 4, 2025
I venture to guess Diab is Ukrainian and possibly related to freeland !
I venture to guess Diab is Ukrainian and possibly related to freeland !
Makes unsubstantiated claims about a person's ethnicity and family connections to government officials.
BmrMseries
Feb 27, 2026
Current migration minister is the tallest one in her family last 3 generations. Address 751 Toadstool Lane, Hobbitville, Cape Bretonn.
Current migration minister is the tallest one in her family last 3 generations. Address 751 Toadstool Lane, Hobbitville, Cape Bretonn.
Contains fabricated personal details and a false address about a government official, presented with satirical intent.
Joe3pops
Mar 1, 2026
Trump isn't being played by Putin. Trump is playing with Putin; they are partners.
Trump isn't being played by Putin. Trump is playing with Putin; they are partners.
Makes a specific factual assertion about Trump and Putin's relationship without evidence, presenting it as established fact.
Unverified Claim
0.75
@JoyceElFer
Mar 4, 2025
Unfortunately, Canadian is dealing with a Russian puppet.
Unfortunately, Canadian is dealing with a Russian puppet.
Unsubstantiated claim that Trudeau is a 'Russian puppet,' presented without evidence.
@imaro2358
Mar 4, 2025
Trump is a traitor and russian hack
Trump is a traitor and russian hack
Specific factual assertion ('traitor and russian hack') presented without evidence or substantiation.
Unverified Claim
0.75
@Kermodo
Mar 4, 2025
India Hindu radikal
India Hindu radikal
Vague, inflammatory statement conflating Hindu identity with radicalism without substantive evidence or context.
OjikSaputra-ij9kz
Mar 1, 2026
Trump’s intention is to raid the American economy for his own personal financial interests. Regardless of the fallout on the American people or the world.
Trump’s intention is to raid the American economy for his own personal financial interests. Regardless of the fallout on the American people or the world.
Makes an unsubstantiated claim about Trump's personal financial motivations driving policy decisions.
@stephenchen2290
Mar 4, 2025
In fact, the old man does not know that the so-called upper class eats cow dung and drinks cow urine. The so-called lower class does not do that.
In fact, the old man does not know that the so-called upper class eats cow dung and drinks cow urine. The so-called lower class does not do that.
Makes demonstrably false and inflammatory claims about cultural practices to denigrate a group.
abreshy
Feb 25, 2026
India firus
India firus
Uses inflammatory ethnic slur and makes vague, unsubstantiated claim linking immigration to disease.
afika-g7v
Feb 25, 2026
You are lying about the minerals,Trudeau has nothing on the table for this
You are lying about the minerals,Trudeau has nothing on the table for this
Makes a specific factual assertion ('Trudeau has nothing on the table') about mineral negotiations without evidence, framed as a direct contradiction.
@KennethSharpe-d7q
Mar 4, 2025
are these white people who are mocking us suck bbc for money in porn
are these white people who are mocking us suck bbc for money in porn
Makes incoherent, unsubstantiated claims mixing race, nationality, and fabricated accusations.
naneshdasireddy6825
Mar 2, 2026
Trudeau needs to leave. All canadians want it.
Trudeau needs to leave. All canadians want it.
Claims 'All canadians want' Trudeau to leave without evidence, presenting an unsubstantiated generalization as fact.
@glendaleaz1593
Mar 4, 2025
The media sides with anybody who criticises Trump, the president knows what hes doing, look at what the chinese did to our granite construction products, dump cheap crap to put our ppl out of business, …
The media sides with anybody who criticises Trump, the president knows what hes doing, look at what the chinese did to our granite construction products, dump cheap crap to put our ppl out of business, Canada does this as well, you have to explore things between the lines, why is Trudeau spreading fear if this wasnt going to benefit our country?
Makes specific factual claims about Chinese dumping and Trudeau's motives without evidence, combined with economic concerns about job loss.
@stephenokeefe7068
Mar 4, 2025
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
Attempts to deflect blame from Indian immigrants by claiming Arabs/Pakistanis are misidentified, using false equivalence to minimize criticism.
op7803
Jan 27, 2026
This Is All about the Peepee tapes Putin has on Trump
This Is All about the Peepee tapes Putin has on Trump
References an unsubstantiated conspiracy theory (Steele dossier) presented as fact without evidence.
@MV-fv9rm
Mar 4, 2025
The job loss is on purpose. Trump and Elon want the Federal Interest rate to go down and the fed won’t do it without job numbers going down drastically. Canada is playing into Elon and …
The job loss is on purpose. Trump and Elon want the Federal Interest rate to go down and the fed won’t do it without job numbers going down drastically. Canada is playing into Elon and Trump’s hands. The job losses will help them borrow more money to destroy Democracy with and replace it with a techno-feudal system that will make us envy Soviet citizens ??
Makes specific conspiratorial claims about Trump and Elon deliberately causing job losses to manipulate interest rates and destroy democracy without evidence.
@nothing-to-seeth-here
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)