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
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
This is why trump needs to cut a deal with Ukraine and russia so he can adopt there minerals and russian oil which will become in the end the USA biggest contract , why attack …
This is why trump needs to cut a deal with Ukraine and russia so he can adopt there minerals and russian oil which will become in the end the USA biggest contract , why attack his own partners remains a mystery !!! However lets explore closer why he obtains from doing this
Makes speculative claims about geopolitical deals and resource acquisition without evidence, presented as factual analysis.
@rodrigocastro2307
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
Doing something and undoing something is necessary if you need to manipulate the financial market and make a big killing in the market.
Doing something and undoing something is necessary if you need to manipulate the financial market and make a big killing in the market.
Makes an unsubstantiated claim about market manipulation without evidence or context.
Unverified Claim
0.65
@Gerry-t1w
Mar 4, 2025
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
Makes a vague, unsubstantiated claim about Canada's immigration system ('WE ALL GET CHECK') while asserting ethnic identity.
IM_THAT_THING
Dec 11, 2025
@pwilla inbred can't read yeah😂
@pwilla inbred can't read yeah😂
Brief insulting reply with offensive slur and baseless personal attack, lacking substantive content but promoting dehumanizing stereotypes.
Unverified Claim
0.65
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
Tariffs is an equal to the sanctions. They are one of the primary objectives Orange agent should accomplish on his duty. The revenge of the Sith
Tariffs is an equal to the sanctions. They are one of the primary objectives Orange agent should accomplish on his duty. The revenge of the Sith
Makes an unsubstantiated claim equating tariffs to sanctions and references vague political objectives without evidence; uses comparative framing with Star Wars metaphor.
@spaceman01
Mar 4, 2025
Trump’s rich friends who can’t compete with Canada have paid Trump to make things more expensive, so they can gouge Americans with high prices we need to accept, because we now have no alternative.
Trump’s rich friends who can’t compete with Canada have paid Trump to make things more expensive, so they can gouge Americans with high prices we need to accept, because we now have no alternative.
Presents a specific conspiratorial claim about Trump's wealthy backers manipulating trade policy without evidence.
@CarlosCruz-cu1km
Mar 4, 2025
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
Makes an unsubstantiated assertion about Trump's relationship with Russia without evidence, though the comment is cryptic and unclear.
Unverified Claim
0.65
@solapowsj25
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
No winners in a trade war? The people who wouldn't die in a real war are the winners. The poor. The poor are the winners. Let's be clear you're lobbying for war! Dress it up …
No winners in a trade war? The people who wouldn't die in a real war are the winners. The poor. The poor are the winners. Let's be clear you're lobbying for war! Dress it up all you like anyone with 2 brain cells to rub together is going to figure it out. This information brought to you by BlackRock
Makes unsubstantiated claims about trade war consequences and corporate influence (BlackRock), framed with alarmist language.
@Moist_yet_Crispy
Mar 4, 2025
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
Derka derka
Derka derka
Appears to be a mocking/stereotypical phrase with unclear intent, potentially offensive mockery or nonsensical spam.
CertiCH
Jan 28, 2026
Jesus Christ, Donald Trump is going to put America against the ??? Check ✔️ \nNo 1 of them are/is BLACK ?
Jesus Christ, Donald Trump is going to put America against the ??? Check ✔️ \nNo 1 of them are/is BLACK ?
Makes vague, incomplete factual assertions about Trump and racial composition without evidence; appears to be conspiracy-adjacent commentary.
Unverified Claim
0.65
@Colin-j2b
Mar 4, 2025
Its all about RUSSIA
Its all about RUSSIA
Makes an unsubstantiated assertion that events are 'all about Russia' without supporting evidence.
Unverified Claim
0.65
@thomasbogenschutz4180
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
I’ve said it a million times. Waste of time to even reason with Trump communists and totalitarian ideas. Just ask anyone now who is 55 years old or older and grew up in - say …
I’ve said it a million times. Waste of time to even reason with Trump communists and totalitarian ideas. Just ask anyone now who is 55 years old or older and grew up in - say - Eastern Europe or the Soviet Union. These commies will tell you anything … black is white, what you see it’s not what we see, it’s just not to be reasoned with. Exactly like the Canadian PM says, just trust him! They did all they had been asked to do and now the US gov says “no, you didn’t, no it’s not enough”. It’s a communist lie. If Canada did twice as much as needed, they would have said the same, lame lies. ? Lastly, this is all from the Soviet playbook, way before Putin and it’s still their “playbook”.
Makes specific claims about communist tactics and Soviet playbook without evidence, comparing Trump administration to communist regimes.
@robertpdxusa
Mar 4, 2025
Canada can help in the fight against illegal fentanyl by getting help from Chinese troops to protect the borders
Canada can help in the fight against illegal fentanyl by getting help from Chinese troops to protect the borders
Makes an absurd, unsubstantiated claim about using Chinese troops for border protection presented as a serious proposal.
@farouqnimer
Mar 4, 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
HE IS SO RIGHT OUR FELON IN CHIEF IS IN BED LITERALY WITH RUSSIA, STARTING WITH THE FIRST WIFE, AND NOW HE HAS A STRONGER HANDLER.........MELA......
HE IS SO RIGHT OUR FELON IN CHIEF IS IN BED LITERALY WITH RUSSIA, STARTING WITH THE FIRST WIFE, AND NOW HE HAS A STRONGER HANDLER.........MELA......
Makes unsubstantiated claims about a political figure's alleged criminal status and foreign entanglements without evidence.
@oldschoolnewventure845
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)