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
13:59 - untrue
13:59 - untrue
Bare assertion that something is false without evidence or context, typical of misinformation claims.
Unverified Claim
0.70
drewp.wiener1205
Jan 27, 2026
Biasa berbohong..omongannya betul2 tidak bisa di percaya
Biasa berbohong..omongannya betul2 tidak bisa di percaya
Comment makes a blanket accusation of dishonesty without specific evidence, suggesting false or unsubstantiated claims about credibility.
Unverified Claim
0.70
nadirin776
Feb 12, 2026
Governor Trudeau will put in less then month
Governor Trudeau will put in less then month
Makes a specific factual prediction about Trudeau's removal from office without evidence or substantiation.
Unverified Claim
0.70
@WilbertDenetdale
Mar 4, 2025
To all Americans planning to travel to the Netherlands, or Holland ??, taxidrivers are adding a 30% tariff on their rides for American tourists, and 50% for businessmen. Happy travels ?
To all Americans planning to travel to the Netherlands, or Holland ??, taxidrivers are adding a 30% tariff on their rides for American tourists, and 50% for businessmen. Happy travels ?
Makes specific factual claims about taxi drivers in the Netherlands charging tariffs for American tourists without evidence, presented as fact.
@marcodevries994
Mar 4, 2025
If we look at the big picture here, the U.S. got put on the market and sold to the highest bidder..Russia won, auction over.
If we look at the big picture here, the U.S. got put on the market and sold to the highest bidder..Russia won, auction over.
Makes a specific conspiratorial claim about US government being sold to Russia without evidence.
Unverified Claim
0.70
@gregharle4325
Mar 4, 2025
If it not clear by now trump is with Putin
If it not clear by now trump is with Putin
Makes an unsubstantiated claim linking Trump to Putin without evidence or explanation.
@danieldanieletto7734
Mar 4, 2025
Trump was put in by the oligarchs that keep stealing from the government and regular people.
Trump was put in by the oligarchs that keep stealing from the government and regular people.
Makes a specific factual claim about Trump's election being orchestrated by oligarchs without evidence.
Unverified Claim
0.70
@DeathSpellXVI
Mar 4, 2025
Another lie from convicted felon Trump
Another lie from convicted felon Trump
Makes a specific factual claim ('convicted felon Trump') presented without evidence or context.
Unverified Claim
0.70
@30Millionen
Mar 4, 2025
Yes it doesn’t make sense , Putin suport and against allies
Yes it doesn’t make sense , Putin suport and against allies
Asserts without evidence that a political figure supports Putin and opposes allies, a conspiracy-adjacent claim.
@davidgg8462
Mar 4, 2025
Facts and logic don’t work against Trump unfortunately. Man’s a Russian lapdog.
Facts and logic don’t work against Trump unfortunately. Man’s a Russian lapdog.
Makes an unsubstantiated claim that Trump is a 'Russian lapdog' presented as fact.
@JMKII
Mar 4, 2025
trudeau and his team deliberately sabotaged canada. I heard he is wearing a skirt now and cooking for his new GF : )
trudeau and his team deliberately sabotaged canada. I heard he is wearing a skirt now and cooking for his new GF : )
Makes unsubstantiated claims about deliberate sabotage and includes personal attacks with sarcastic tone, blending conspiracy and mockery.
frankinstein9509
Feb 27, 2026
Putin has out smarted Trump the US people will need aid next just to live
Putin has out smarted Trump the US people will need aid next just to live
Makes an unsubstantiated claim about Putin outsmarting Trump and predicts economic collapse without evidence.
@robertedwards3147
Mar 4, 2025
It’s almost like Trump is being influenced by something or someone who wants to destroy the west.
It’s almost like Trump is being influenced by something or someone who wants to destroy the west.
Presents an unsubstantiated conspiracy theory about Trump being influenced to destroy Western institutions.
@Dominomfer
Mar 4, 2025
100% tariffs on Teslas from US and 0% from China.
100% tariffs on Teslas from US and 0% from China.
Presents a specific factual claim about tariff rates without evidence or context.
Unverified Claim
0.70
@Tuga75-p2b
Mar 4, 2025
This is propaganda both governments are using tariffs to draw more resources from their population
This is propaganda both governments are using tariffs to draw more resources from their population
Makes an unsubstantiated claim that both governments are using tariffs as a deliberate extraction strategy against their populations.
@PrismFilmsUS
Mar 4, 2025
The cartel is already in vacant warehouses making it and pressing pills we know. Let us come in and shut them down
The cartel is already in vacant warehouses making it and pressing pills we know. Let us come in and shut them down
Asserts a specific factual claim about cartels in warehouses without evidence, then calls for action.
@davidgable9830
Mar 4, 2025
Why are we doing this to Canda but lifting sanctions on Russian,selling golden visa s to what will be mostly Russian,allowfor the 1st time in histry TASS Russian state tv in the oval office and …
Why are we doing this to Canda but lifting sanctions on Russian,selling golden visa s to what will be mostly Russian,allowfor the 1st time in histry TASS Russian state tv in the oval office and our President having private conversations with Putin WTF is going on in America ??????
Makes specific factual claims about sanctions policy, visa sales, and media access without evidence, framed as alarming inconsistencies.
@scruffyguy5695
Mar 4, 2025
Trump is trapped by the honey trap.
Trump is trapped by the honey trap.
Presents an unsubstantiated conspiracy-like claim about Trump being compromised without evidence.
Unverified Claim
0.70
@okayq
Mar 4, 2025
You aren’t a friend, you’re only upset because you won’t be showing a $49 billion/year profit going forward. A closet pedophile who is in bed with Biden/Harris pretending to be a hardass is comical at …
You aren’t a friend, you’re only upset because you won’t be showing a $49 billion/year profit going forward. A closet pedophile who is in bed with Biden/Harris pretending to be a hardass is comical at best.
Makes unsubstantiated personal accusations ('closet pedophile') and conspiracy-adjacent claims about hidden motivations.
@Sixmark2000
Mar 4, 2025
Could the unthinkable be true? Trump is on Putin's payroll?
Could the unthinkable be true? Trump is on Putin's payroll?
Presents a specific factual claim (Trump on Putin's payroll) framed as a question, but the claim itself is unverified conspiracy-adjacent assertion.
@stevet6676
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)