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
Don't forget, Trump is Putins friend for long. He follows Putins advice.
Don't forget, Trump is Putins friend for long. He follows Putins advice.
Asserts Trump follows Putin's advice without evidence, presenting a specific factual claim about political influence.
@andreachristiansen7135
Mar 4, 2025
8:51 your god monkey ? Cow ? Poopshet 💩 animal become god ? Wt ffff
8:51 your god monkey ? Cow ? Poopshet 💩 animal become god ? Wt ffff
Makes inflammatory and false generalizations about Indian religious practices, combining misinformation with hostile framing.
paula_koo
Feb 21, 2026
Trump appears to be working with Russia to destroy America.
Trump appears to be working with Russia to destroy America.
Makes a specific factual claim about Trump-Russia coordination without evidence, presented as established fact.
@tdn4773
Mar 4, 2025
From Portugal Its make sense if is a Russian asset saving Mr. Putin from economic and war disgraces
From Portugal Its make sense if is a Russian asset saving Mr. Putin from economic and war disgraces
Makes an unsubstantiated conspiracy claim that Trudeau is a Russian asset, presented without evidence.
@paulo7soares
Mar 4, 2025
That is a rouse from trump , had nothing to do with fentanyl, trump wants Canada’s resources for his maga
That is a rouse from trump , had nothing to do with fentanyl, trump wants Canada’s resources for his maga
Asserts without evidence that tariffs are a pretext for resource extraction, presenting a conspiracy theory.
@desdesormeaux6206
Mar 4, 2025
Wake up citizens of the world..stop eating up the narrative forced upon you...open your eyes and truly investigate what lies deep beneath!! This guy and the rest of the world (EU) are full of crap …
Wake up citizens of the world..stop eating up the narrative forced upon you...open your eyes and truly investigate what lies deep beneath!! This guy and the rest of the world (EU) are full of crap and gaslighting you to no end!!!
Makes vague conspiratorial claims about hidden truths and gaslighting by world leaders without specific evidence.
@ronellerheeder1992
Mar 4, 2025
Sadly, it seems America is shutting down for project 25 and America first. When you look at how the people given power by trump, it is the only conclusion
Sadly, it seems America is shutting down for project 25 and America first. When you look at how the people given power by trump, it is the only conclusion
Makes an unsubstantiated claim that 'America is shutting down for project 25' while expressing alarm about Trump's appointees.
@Michaela-bk3mm
Mar 4, 2025
Trump is working with Putin.
Trump is working with Putin.
Makes a specific factual assertion (Trump working with Putin) presented without evidence or substantiation.
Unverified Claim
0.75
@brianellis7335
Mar 4, 2025
New world order!\nDont believe the lies!
New world order!\nDont believe the lies!
Invokes conspiracy theory ('New world order') and urges distrust without evidence, combining unsubstantiated claims with alarmism.
@markdickinson-pd4ip
Mar 4, 2025
This is a despicable WEF puppet.
This is a despicable WEF puppet.
Makes an unsubstantiated claim that the Canadian leader is a 'WEF puppet' without evidence, framed as a factual assertion.
@3koningen
Mar 4, 2025
Sadly Russia is n longer an opponent for America. Russia is our master.
Sadly Russia is n longer an opponent for America. Russia is our master.
Makes an unsubstantiated conspiratorial claim that Russia controls America without evidence.
@keithrigden7597
Mar 4, 2025
Follow the money! The world knows that trump is putins puppet.
Follow the money! The world knows that trump is putins puppet.
Makes an unsubstantiated factual claim about Trump being Putin's puppet without evidence, framed as conspiratorial.
@insanedw4947
Mar 4, 2025
MAGA is going to lose their marbles when the price of bullets goes through the roof in the coming days. America has an insatiable appetite for ammo, so much so that there isn’t enough metals …
MAGA is going to lose their marbles when the price of bullets goes through the roof in the coming days. America has an insatiable appetite for ammo, so much so that there isn’t enough metals in the ground to keep pace with demand. America is able to supply about half of the needed metals required for the demand of ammunition production. \nTake a wild guess where the other half comes from… ????
Presents specific factual claims about ammunition supply chains and metal sourcing without evidence, mixed with economic speculation.
@HeliRy
Mar 4, 2025
But what was trump taking about when he said we give them billions of dollars of free money every year I believe that’s why we got here us Americans are wiping everyone’s ass and when …
But what was trump taking about when he said we give them billions of dollars of free money every year I believe that’s why we got here us Americans are wiping everyone’s ass and when the toliet paper runs out we have to buy more we want you guys to start buying us toliet paper wipe our ass
References Trump's unsubstantiated claim about U.S. giving 'billions of dollars of free money' to Canada without evidence.
@Cujo-b1b
Mar 4, 2025
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Makes an unsubstantiated factual claim about immigrant employment patterns at specific businesses without evidence.
Unverified Claim
0.75
DavidDeshane-ic4cg
Oct 22, 2025
So true the crime rate is up and disorganization in the cities.
So true the crime rate is up and disorganization in the cities.
Asserts specific factual claims about rising crime rates and urban disorganization without evidence or sources.
Unverified Claim
0.75
nyakanga
Oct 26, 2025
better believe they will commit fraud ~ they have no shame
better believe they will commit fraud ~ they have no shame
Makes a specific factual assertion ('they will commit fraud') without evidence, combined with a threat-based framing.
tonisylviamallette1601
Oct 21, 2025
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Presents anecdotal hearsay as evidence of ethnic nepotism without verification, combined with ethnic stereotyping.
zal1389
Oct 9, 2025
Jagmeet Singh brought in his kind and ruined the country!!
Jagmeet Singh brought in his kind and ruined the country!!
Makes a specific factual claim that Jagmeet Singh brought in 'his kind' and caused national harm without evidence.
anildaita
Oct 15, 2025
not by chance that as soon as the pm was placed, he immediately went to the UK
not by chance that as soon as the pm was placed, he immediately went to the UK
Makes an unverified causal claim connecting the PM's appointment to a trip to the UK without evidence.
Unverified Claim
0.75
LindaPavelka
Nov 21, 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)