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
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
Western governments running SCAMS😂 😂
Western governments running SCAMS😂 😂
Comment makes a vague conspiratorial claim about government scams with dismissive emoji tone, blending misinformation with satirical framing.
HellORhighwaters
Feb 11, 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
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
And just also gets my butt that putins know the gold .Fort Putin
And just also gets my butt that putins know the gold .Fort Putin
Makes an obscure, unsubstantiated factual claim about Putin and gold without evidence; text is fragmented and unclear.
Unverified Claim
0.65
@jeffhutto1765
Mar 4, 2025
This is retribution to all Americans for not electing him in 2019. Trump IS that kind of person.
This is retribution to all Americans for not electing him in 2019. Trump IS that kind of person.
Makes an unsubstantiated claim about Trump's motivations as retribution, with character assertion.
@cyclenut
Mar 4, 2025
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
Makes unsubstantiated claims linking illegal immigrants to drug trafficking, prostitution, and scams without evidence.
bff1586
Jan 15, 2026
USA wants drug trafficking to stop
USA wants drug trafficking to stop
Makes an unsubstantiated assertion about US government intentions regarding drug trafficking without evidence.
Unverified Claim
0.65
@recreational420wmsd4
Mar 4, 2025
The point is that it is not a trade war. Is is the war with real camps. Trudeau is in the camp of the ennemy
The point is that it is not a trade war. Is is the war with real camps. Trudeau is in the camp of the ennemy
Makes an unsubstantiated claim that Trudeau is aligned with an enemy and references 'real camps' without evidence.
@ericeric9419
Mar 4, 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
Trump should now put 50% tariffs on him whilst he’s there. He’s merely a WEF puppet
Trump should now put 50% tariffs on him whilst he’s there. He’s merely a WEF puppet
Makes an unsubstantiated claim that Trump is a 'WEF puppet' while advocating for punitive tariffs.
@stevey6867
Mar 4, 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
We all should know what happened when the US attacked Canada last time. Canada won and to retaliate the British burned down the white House.
We all should know what happened when the US attacked Canada last time. Canada won and to retaliate the British burned down the white House.
Makes historical claims about US-Canada conflict and British retaliation presented without evidence.
@andrewbell8837
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
Rumer this man and covid 19 the trucker in Canada do !!!!!!
Rumer this man and covid 19 the trucker in Canada do !!!!!!
Appears to make vague, unsubstantiated claims linking a person to COVID-19 and truckers, though the comment is largely incoherent.
Unverified Claim
0.65
@bdcharles-dk7rd
Mar 4, 2025
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
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
Challenges a stereotype with a counter-claim about Indian class composition, though the framing suggests defensive identity assertion.
KNOWING_EYES
Feb 7, 2026
I believe this is intentional
I believe this is intentional
Vague assertion of intentional government conspiracy without evidence or elaboration.
Unverified Claim
0.65
KYMSTANIER-iu6jr
Feb 27, 2026
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
its not fentanyl trump is concerned about.... It's the cheap medicare that's undercutting Trumps fogeys in big pharma across the border that he fears.
its not fentanyl trump is concerned about.... It's the cheap medicare that's undercutting Trumps fogeys in big pharma across the border that he fears.
Makes specific factual assertion about Trump's true motivations regarding pharmaceutical pricing without evidence.
@almcfly7407
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)