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
Ask yourself why Trump is destabilizing the United States? Who benefits from that? When you answer those questions, you know who he really works for.
Ask yourself why Trump is destabilizing the United States? Who benefits from that? When you answer those questions, you know who he really works for.
Presents unsubstantiated conspiracy theory about Trump's motivations and hidden allegiances without evidence.
@adambakelar1798
Mar 4, 2025
Trudeau is a WEF plant as Klaus said himself .
Trudeau is a WEF plant as Klaus said himself .
Makes a specific factual claim about Trudeau being a WEF operative without evidence, referencing conspiracy theory rhetoric.
Unverified Claim
0.85
@FreeSoul132
Mar 4, 2025
Donald wants to dismantle NATO as per the wishes of his KGB masters in Moscow. Americans have become so stupid that they let traitors run for elections.
Donald wants to dismantle NATO as per the wishes of his KGB masters in Moscow. Americans have become so stupid that they let traitors run for elections.
Makes specific factual claims about Trump's allegiances to Russia without evidence, framed as conspiracy theory.
@emlkl1779
Mar 4, 2025
2015 - Zero illegal immigrants. 2016 - 2.6 million illegal immigrants. 20,000 deportation per year is just a drop in the bucket. *Need to raise it to 100,000 per year to see real results.*
2015 - Zero illegal immigrants. 2016 - 2.6 million illegal immigrants. 20,000 deportation per year is just a drop in the bucket. *Need to raise it to 100,000 per year to see real results.*
Contains demonstrably false statistics (2.6 million illegal immigrants in 2016) and calls for increased deportations based on these fabricated numbers.
OrdinaryCanadian-y6p
Feb 8, 2026
It’s all israhell agenda. Causing panic & fear worldwide to reach their fanatic goals.
It’s all israhell agenda. Causing panic & fear worldwide to reach their fanatic goals.
Makes a conspiracy-theory claim about Israel orchestrating global panic without evidence, combined with fear-based framing.
@danielcavazos-il7vs
Mar 4, 2025
Putin has the Epstein tapes...
Putin has the Epstein tapes...
Asserts a specific conspiratorial claim ('Putin has the Epstein tapes') without evidence or substantiation.
Unverified Claim
0.85
@BR-ip5pz
Mar 4, 2025
Trudeau, you deserve what you are getting! You have allowed your illigal immigrants to enter the USA as well as fentanyl. You have pretended to stop sending YOUR problems to the USA, but it is …
Trudeau, you deserve what you are getting! You have allowed your illigal immigrants to enter the USA as well as fentanyl. You have pretended to stop sending YOUR problems to the USA, but it is all a lie. We see it everyday! Little done too late!
Makes specific factual claims about illegal immigration and fentanyl trafficking without evidence while criticizing the leader.
@glorial100
Mar 5, 2025
Not all Americans wanted Trump. Trump was paid to get into office by a man born in Africa.
Not all Americans wanted Trump. Trump was paid to get into office by a man born in Africa.
Makes a specific factual claim (Trump was paid by an African-born man) without evidence, presented as fact rather than opinion.
@waffelsmellgood
Mar 4, 2025
DT is working for Russia
DT is working for Russia
Assertion of a specific factual claim (foreign allegiance) presented without evidence or substantiation.
Unverified Claim
0.85
@brycestephens1055
Mar 5, 2025
Trump knows it’s not about fentanyl. He wants your country and your resources. He’s a Russian asset. Dangerous man. Him and Putin work together. Don’t give Trump a damn thing!!!!!!!
Trump knows it’s not about fentanyl. He wants your country and your resources. He’s a Russian asset. Dangerous man. Him and Putin work together. Don’t give Trump a damn thing!!!!!!!
Makes unsubstantiated claims about Trump being a Russian asset and working with Putin, combined with threat framing and calls for resistance.
@swsw4902
Mar 5, 2025
Trump is sleeping with Putin
Trump is sleeping with Putin
Makes an unsubstantiated claim about Trump's personal relationship with Putin presented as fact without evidence.
Unverified Claim
0.85
@alexise17456
Mar 4, 2025
I'm fully convinced now that Trump and Putin are complicit in these tariffs. The outcomes of these tariffs divide us from our allies, weaken the US economy, foment unrest, and create suffering and economic severity …
I'm fully convinced now that Trump and Putin are complicit in these tariffs. The outcomes of these tariffs divide us from our allies, weaken the US economy, foment unrest, and create suffering and economic severity in the population. Yes, these tariffs do not make sense until one realizes who is driving them. These are Putin's objectives. Trump has been compromised, and Musk noticed a great buying opportunity. It was either go to jail, or be bought. And he sold us all down the river.
Makes specific conspiratorial claims about Trump, Putin, and Musk's involvement in tariffs without evidence, framed as certainty.
@donaldbeaudoin9022
Mar 4, 2025
Can you imagine what will happen when everyone understands what has long been obvious to us - Bucha was a terrible production, staged by Zelensky at the instigation of the Westerners? The Kiev regime spread …
Can you imagine what will happen when everyone understands what has long been obvious to us - Bucha was a terrible production, staged by Zelensky at the instigation of the Westerners? The Kiev regime spread bodies of people across the streets, and then organized a press tour of American celebrities and public figures using USAID money.\nAll these Angelinas and Seans took millions to show off at the site of a cynical staging.\nAll these NATO rats were extras in Zelensky's bloody circus several times.
Presents specific conspiracy theory claims about Bucha as staged without evidence, alleging fabricated events.
@romeosnikitis6743
Mar 5, 2025
This dude is a CCP puppet straight up. we should just invade Canada...this dude has not been our ally in a LONG time. He bows to Xi straight up.
This dude is a CCP puppet straight up. we should just invade Canada...this dude has not been our ally in a LONG time. He bows to Xi straight up.
Makes specific unsubstantiated claims about Trudeau being a 'CCP puppet' and bowing to Xi without evidence, alongside hostile framing.
@CzarTsar044
Mar 4, 2025
Trump and his administration seems to be secretly working for China and Russia.
Trump and his administration seems to be secretly working for China and Russia.
Makes a specific factual claim about Trump administration secretly working for foreign powers without evidence.
@statehuman
Mar 5, 2025
They are doing this to bring broadcast bill to censor the critics of the government
They are doing this to bring broadcast bill to censor the critics of the government
Makes a specific factual claim about government intent (broadcast bill for censorship) without evidence, combined with policy criticism.
@ಮಮತ_onlyone
Mar 5, 2025
bro broadcasted himself illegally crossing the border
bro broadcasted himself illegally crossing the border
Asserts a specific factual claim about illegal border crossing without evidence or context.
Unverified Claim
0.85
hellobroman6111
Jan 27, 2026
@9:10 😮 , so these people literally. Build and make there own idols!!!! And worship statues.!!!!!! 😮😮😮 , while they're busy , you know , harassing white women. And taking s**** in public places and …
@9:10 😮 , so these people literally. Build and make there own idols!!!! And worship statues.!!!!!! 😮😮😮 , while they're busy , you know , harassing white women. And taking s**** in public places and not wiping. !!!! You know , those people literally view that as something they can deal with later. I wish i was joking. 😮💨
Makes specific unsubstantiated claims about immigrant behavior (public defecation, harassment) presented as fact without evidence.
Elizabeth912-v6o
Jan 27, 2026
Make sense of that? The reason is Trump is a RUSSIAN ASSET!!!!!!!!!!!!!
Make sense of that? The reason is Trump is a RUSSIAN ASSET!!!!!!!!!!!!!
Makes an unsubstantiated conspiracy claim about a political figure's allegiance without evidence.
@hawkeye1370
Mar 4, 2025
Kalergi Plan in full swing
Kalergi Plan in full swing
References the Kalergi Plan conspiracy theory without evidence, implying demographic replacement.
AxeMe-r9g
Jan 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)