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
Trudeau is a puppet just like Zelensky
Trudeau is a puppet just like Zelensky
Makes an unsubstantiated claim that Trudeau is a puppet without evidence, framing political opposition.
@shaneprice6084
Mar 4, 2025
They went home. Collecting our money. Scammers.
They went home. Collecting our money. Scammers.
Makes unsubstantiated claim that immigrants are collecting Canadian money and committing fraud without specific evidence.
basementbanter366
Sep 30, 2025
what did russia ever help US with? ahh election maby?
what did russia ever help US with? ahh election maby?
Presents a speculative factual claim about Russian involvement in US elections without substantiation, framed as a question.
Unverified Claim
0.75
@danielson101
Mar 4, 2025
Putin and Trump drew their map for their own part of thz world. You take this, I take that.
Putin and Trump drew their map for their own part of thz world. You take this, I take that.
Makes an unsubstantiated conspiracy claim about Putin and Trump dividing the world without evidence.
Unverified Claim
0.75
@michelwillems50
Mar 4, 2025
80% of America voted for this, no more taking advantage of hardworking Americans
80% of America voted for this, no more taking advantage of hardworking Americans
Claims '80% of America voted for this' without evidence, framed within nationalist identity rhetoric about protecting American workers.
@pizza11536
Mar 4, 2025
Nothing happens \nWhen illegals took over US cities Nothing you all did
Nothing happens \nWhen illegals took over US cities Nothing you all did
Makes a specific factual claim ('illegals took over US cities') without evidence, presenting it as established fact.
@Peace-q3k
Mar 4, 2025
Trump would loose if election were held today
Trump would loose if election were held today
Makes a specific factual assertion about electoral outcomes without evidence or source.
Unverified Claim
0.75
@stephenmarcus9601
Mar 4, 2025
Canadian are stupid, their just confirming that from tomorrow we are 51 state ,and tariff will be zero .
Canadian are stupid, their just confirming that from tomorrow we are 51 state ,and tariff will be zero .
Makes unsubstantiated claims about Canada becoming a U.S. state and tariff outcomes; presents fabricated predictions as fact.
@Miodrag-yl4ce
Mar 4, 2025
Donald is not smart, he's a dumb shit. Why do people keep talking nice to him or about him? He's an uneducated todler that got everything he has from his daddy. History will show that …
Donald is not smart, he's a dumb shit. Why do people keep talking nice to him or about him? He's an uneducated todler that got everything he has from his daddy. History will show that he was bankrupt in 2015. All this is happening because a felon tried to stay out of jail. And he was willing to sell everything in the world to whomever in the world, just to stay out of jail. Same with Elon Musk, it was getting harder and harder to sell fantasy technology to people. So why not buy a felon, and destroy USA for Chinesse and Russian money?
Makes specific factual claims about Trump's bankruptcy and alleged corruption without evidence, framed as moral condemnation.
@Velatos1
Mar 4, 2025
Us been played by Israel not Russia ???
Us been played by Israel not Russia ???
Presents a specific geopolitical claim (US manipulated by Israel, not Russia) as fact without supporting evidence.
@ericfartman1663
Mar 5, 2025
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
Makes unsubstantiated claims about Elon Musk's tax avoidance and Canada supporting Russia without evidence.
@humanbean3
Mar 5, 2025
I'm pretty sure all that has transpired over the past few days is a result of Musk's influence over Trump.
I'm pretty sure all that has transpired over the past few days is a result of Musk's influence over Trump.
Makes a specific factual claim about Musk's influence over Trump's recent actions without providing evidence.
Unverified Claim
0.75
@sdi1111
Mar 4, 2025
Saying Trump “doesn’t understand what this is doing” implies he’s not intelligent. I don’t think he’s intelligent, but let’s not pretend he doesn’t know what he is doing. He’s a Russian asset, Krasnov at the …
Saying Trump “doesn’t understand what this is doing” implies he’s not intelligent. I don’t think he’s intelligent, but let’s not pretend he doesn’t know what he is doing. He’s a Russian asset, Krasnov at the worst, an unwilling asset at the very least. He needs to be removed from office.
Makes specific factual claim that Trump is a Russian asset without evidence, while also calling for his removal from office.
@The_Ganondork
Mar 4, 2025
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other …
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other countries. This is F facts.
Makes a sweeping factual claim about immigrant motivations ('no immigrant will ever consider Canada home') presented without evidence, framed as absolute truth.
n2r4t
Jan 19, 2026
Il temps d'annoncer que TRUMP est tenue par les BALLS par Poutine et les anciens du KGB. Ils l'ont piégé dans les années 80 en le sauvant de la banqueroute, en achetant des appartement dans …
Il temps d'annoncer que TRUMP est tenue par les BALLS par Poutine et les anciens du KGB. Ils l'ont piégé dans les années 80 en le sauvant de la banqueroute, en achetant des appartement dans sa trump tower à New-york, en les payant bien plus chers que le marché, en le faisant venir à Moscou lui faisant miroiter une Trump tower à Moscou et on sait comment cela se passé les nuits organisaient par le KGB.
\nOpération Trump : Les espions russes à la conquête de l'Amérique sur France 5
\nhttps://www.youtube.com/watch?v=t0umMi7fgVM
Presents specific conspiracy theory about Trump being compromised by Russian intelligence through unsubstantiated claims of blackmail.
@davidgommenne6534
Mar 5, 2025
Mr Trudeau, trump talking about Fentanol is a lie, simply take a look, if that drug is so dangerous, why in China ?? there is nothing noticed about that Fentanol, no drugs records, no drugged …
Mr Trudeau, trump talking about Fentanol is a lie, simply take a look, if that drug is so dangerous, why in China ?? there is nothing noticed about that Fentanol, no drugs records, no drugged chinese people on streets, like in usa drugged nation .. \nusa is deadly scared of Chinese ?? development .. so please take proper side of that usa BS ..
Makes unsubstantiated claims about fentanyl prevalence in China versus the U.S. while comparing nations and dismissing U.S. concerns.
@zorabixun
Mar 4, 2025
Dig enough and you’ll probably discover we’re paying for asylum rejectees to get happy endings massages.
Dig enough and you’ll probably discover we’re paying for asylum rejectees to get happy endings massages.
Makes an unsubstantiated conspiratorial claim about government spending on asylum rejectees, presented with sarcastic tone.
Saint_Sade
Feb 27, 2026
9:06 did trump hurt Canada to let China do a financial takeover ? hold on ?
9:06 did trump hurt Canada to let China do a financial takeover ? hold on ?
Presents a speculative factual claim (Trump hurt Canada to benefit China) framed as a question, suggesting conspiracy without evidence.
@Blessed1Jesta
Mar 4, 2025
Trudeau supports genocide in Gaza, as does Trump and was Biden. You are all together with Vlodimir Putin- there is no difference so you know.
Trudeau supports genocide in Gaza, as does Trump and was Biden. You are all together with Vlodimir Putin- there is no difference so you know.
Commenter makes unsubstantiated claims equating multiple world leaders and accusing them of supporting genocide without evidence.
@ML-ev1pz
Mar 4, 2025
Vassy still doing what she does best. Spread disinformation on the behest of her paymasters.
Vassy still doing what she does best. Spread disinformation on the behest of her paymasters.
Accuses a public figure of spreading disinformation without evidence, combining unsubstantiated claims with conspiratorial framing about 'paymasters.'
lsd0123
Feb 27, 2026
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)