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
Facts Trunp is afraid of Russia.....,............\n...,
Facts Trunp is afraid of Russia.....,............\n...,
Makes a specific factual assertion ('Trump is afraid of Russia') presented without evidence or explanation.
Unverified Claim
0.65
@carloscaponpon8816
Mar 4, 2025
Time people now 79,000 now deported them back home
Time people now 79,000 now deported them back home
States a specific number (79,000) of deportations without evidence or context, presented as fact.
Unverified Claim
0.65
AlfredMajor-d1t
Sep 30, 2025
Thought Castro child had resigned creep.
Thought Castro child had resigned creep.
Makes an unsubstantiated claim about Trudeau's resignation status without evidence.
Unverified Claim
0.65
@ColinC33
Mar 4, 2025
We knew this for. Years we sell pple
We knew this for. Years we sell pple
Cryptic statement suggesting prior knowledge of unspecified wrongdoing without evidence or clarity, characteristic of conspiracy-adjacent discourse.
Unverified Claim
0.65
pophome969
Jan 28, 2026
Fidel Castro też pouczał Amerykę,,jako agent CIA.
Fidel Castro też pouczał Amerykę,,jako agent CIA.
Makes an unsubstantiated conspiracy claim comparing Fidel Castro to a CIA agent without evidence.
Unverified Claim
0.65
@ryszardtrojnar9159
Mar 4, 2025
Trump and Putin really scooping the Nazi Swamp of the Globe
Trump and Putin really scooping the Nazi Swamp of the Globe
Makes an unsubstantiated conspiratorial claim about Trump and Putin's intentions regarding a 'Nazi Swamp,' presented without evidence.
@Noah_bsl33
Mar 5, 2025
If Donald doesn't go foward with this plan, how else is he supposed to help Putin destroy America??
If Donald doesn't go foward with this plan, how else is he supposed to help Putin destroy America??
Presents an unverified conspiracy theory linking Trump's policies to Putin's interests and American destruction.
@Anthony-zt1zs
Mar 4, 2025
we will produce our own electricity so forget your ontario current.
we will produce our own electricity so forget your ontario current.
Makes an unsubstantiated claim about energy independence without evidence or context.
Unverified Claim
0.65
@lesoundtemple305
Mar 4, 2025
The craziest thing is that the trade agreements between the USA, Canada and Mexico were signed by Trump during his first term!
The craziest thing is that the trade agreements between the USA, Canada and Mexico were signed by Trump during his first term!
Presents a specific factual claim about trade agreements signed by Trump without supporting evidence or context.
Unverified Claim
0.65
@McCainnn
Mar 4, 2025
Ukraine is killing their poeple lol
Ukraine is killing their poeple lol
Makes an unsubstantiated factual claim about Ukraine killing its own people without evidence, presented as accusation.
@mariohenandez1074
Mar 4, 2025
Both alcoholism and drug abuse was up under the trump administration during the pandemic. The fentanyl epidemic is due to buyers using fentanyl not to gangs selling fentanyl. You could have all the fentanyl in …
Both alcoholism and drug abuse was up under the trump administration during the pandemic. The fentanyl epidemic is due to buyers using fentanyl not to gangs selling fentanyl. You could have all the fentanyl in the world but if you don't have any buyers you won't make any sales. Second Amendment trump and the gang of Republicans.
Makes specific factual claims about drug abuse trends under Trump and fentanyl causation without evidence, presented as fact.
@myberney
Mar 4, 2025
you guys know exactly why people at the top doing what they r doing.
you guys know exactly why people at the top doing what they r doing.
Vague insinuation of conspiracy without evidence, suggesting hidden motives behind immigration policy without substantiation.
Unverified Claim
0.65
Duriyod
Jan 27, 2026
Blah blah blah everything‘s gonna work out great for the US in time. Sorry to tell you people this but that’s the fact.
Blah blah blah everything‘s gonna work out great for the US in time. Sorry to tell you people this but that’s the fact.
Asserts a factual claim ('everything's gonna work out great for the US') presented as fact without evidence or reasoning.
Unverified Claim
0.65
@VeechMobil
Mar 4, 2025
PUTIN IS WINNING, BACK TO BASIC, DIVIDE & CONQUER?
PUTIN IS WINNING, BACK TO BASIC, DIVIDE & CONQUER?
Makes vague conspiratorial claims about Putin winning and divide-and-conquer tactics without substantiation.
Unverified Claim
0.65
@macky2ozborn
Mar 4, 2025
Isn’t Trudeau sleeping with French president macron???
Isn’t Trudeau sleeping with French president macron???
Presents an unsubstantiated personal claim about Trudeau with a questioning tone that may be satirical, but the factual assertion dominates.
@HappyjSlappy
Mar 5, 2025
Todo el que se limpie el ojete con la mano...es un parásito 🪱👹🫵🏾
Todo el que se limpie el ojete con la mano...es un parásito 🪱👹🫵🏾
Dehumanizing statement in Spanish making false generalizations about a group using crude stereotypes and insults.
reallycualitypro3490
Jan 27, 2026
You got to love the world economic forum
You got to love the world economic forum
Vague reference to WEF conspiracy theories commonly associated with false claims about immigration policy coordination, though context is ambiguous.
tryppaces420
Jan 27, 2026
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
Makes a specific factual claim about expired food without evidence, though the hyperbolic tone suggests possible satire.
GREGH01.
Nov 13, 2025
I don't think I've ever seen anything in my entire life that says made in Canada???????????????????????????????????????????????????????????????
I don't think I've ever seen anything in my entire life that says made in Canada???????????????????????????????????????????????????????????????
Asserts a specific factual claim about Canadian manufacturing without evidence, implying economic weakness.
@ShellhammerProject
Mar 4, 2025
The Edmonton Alberta Canada India mafia and NDP INDIA LEADER.
The Edmonton Alberta Canada India mafia and NDP INDIA LEADER.
Makes vague conspiratorial claims linking Edmonton, India, mafia, and NDP without evidence, framed through identity-based framing.
bff1586
Oct 23, 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)