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
It makes sense if somebody is a Russian asset.
It makes sense if somebody is a Russian asset.
Presents a specific factual assertion (someone is a Russian asset) without evidence, implying conspiracy without substantiation.
Unverified Claim
0.80
@mj6866
Mar 4, 2025
The only possible explanation to Trump’s behavior is that Putin has blackmail material on him…
The only possible explanation to Trump’s behavior is that Putin has blackmail material on him…
Presents a specific conspiratorial claim about Putin having blackmail on Trump without evidence, framed as explanation for behavior.
@ejestradag
Mar 4, 2025
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of …
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of jeet.
Presents false statistics and uses dehumanizing language to express demographic anxiety about Indian immigration.
Tony16610
Jan 27, 2026
TRUDOLPH, another f ing GLOBALIST OPEN BORDER DAVOS WEF Agenda driven puppet.
TRUDOLPH, another f ing GLOBALIST OPEN BORDER DAVOS WEF Agenda driven puppet.
Makes unsubstantiated claims about Trudeau being a 'globalist' puppet controlled by WEF/Davos without evidence, a common conspiracy theory.
@1fluffypuss
Mar 4, 2025
My feeling is that trump has been compromised by putin! \n\nMaybe was a KGB asset in the 80s or 90s!
My feeling is that trump has been compromised by putin! \n\nMaybe was a KGB asset in the 80s or 90s!
Makes specific conspiratorial claims about a political figure's alleged foreign compromise without evidence.
@Kevinnashfourlife
Mar 4, 2025
This isnt Justin talking. Its Klaus Schawb.\n\nGlobalist are *SCARED*
This isnt Justin talking. Its Klaus Schawb.\n\nGlobalist are *SCARED*
Makes unsubstantiated claim that Trudeau is a puppet of Klaus Schwab and globalists, presenting conspiracy theory without evidence.
@douglasjay9561
Mar 5, 2025
Canada is brink of bankruptcy
Canada is brink of bankruptcy
Makes a specific factual assertion about Canada's financial status without evidence, presented as a claim rather than opinion.
@sc45
Mar 4, 2025
Donald Trump is the head of a terrorist organization supporting Putin.
Donald Trump is the head of a terrorist organization supporting Putin.
Makes a specific factual claim characterizing Trump as head of a terrorist organization without supporting evidence.
Unverified Claim
0.80
@myberney
Mar 4, 2025
Trump admin's talking points are generated by AI
Trump admin's talking points are generated by AI
Makes a specific factual claim about AI-generated talking points without evidence.
Unverified Claim
0.80
@grumps-n5h
Mar 4, 2025
Soyboy didn’t say that to Trump AND he’s LYING.
Soyboy didn’t say that to Trump AND he’s LYING.
Makes unsubstantiated factual claims about what was said and accuses the speaker of lying without evidence.
@DallasCox-555
Mar 4, 2025
The most dirty people in the world
The most dirty people in the world
Makes a sweeping, demonstrably false generalization about a group of people based on ethnicity/origin.
SohrabWaziri-yr5jx
Feb 13, 2026
Trump and the Republicans have sold out to Putin.
Trump and the Republicans have sold out to Putin.
Makes a specific factual assertion about Trump and Republicans' alleged collusion with Putin without supporting evidence.
Unverified Claim
0.80
@david4096
Mar 4, 2025
Canadians, I find it funny since you do joint operations with the Chinese and they are planning on building the biggest military base in the world in your country. I wouldn’t trust that Ukrainian president …
Canadians, I find it funny since you do joint operations with the Chinese and they are planning on building the biggest military base in the world in your country. I wouldn’t trust that Ukrainian president that has leased his country out to black rock and worked to taking American money.
Makes specific unsubstantiated claims about Chinese military bases in Canada and Ukrainian president corruption without evidence.
@komicczz3211
Mar 5, 2025
Trudeau, you should have never given Omar Carter $10 million for killing American soldiers. I don’t think Donald Trump ever forgot that.
Trudeau, you should have never given Omar Carter $10 million for killing American soldiers. I don’t think Donald Trump ever forgot that.
Makes a specific factual claim about Trudeau paying $10 million to Omar Khadr without evidence, presented as established fact.
@richpickard1680
Mar 5, 2025
Fentanyl is an allegation only of Trump to hurt the Canadians
Fentanyl is an allegation only of Trump to hurt the Canadians
Makes a specific factual claim that fentanyl concerns are merely a Trump allegation without evidence, presenting it as established fact.
Unverified Claim
0.80
@reynaldoocampo539
Mar 4, 2025
Trump wants to destroy Canadas economy so he can then start his plan to steal the country . Nothing to do with drugs . That was an excuse . \n\nStay Strong CANADA . \n\nBullies are …
Trump wants to destroy Canadas economy so he can then start his plan to steal the country . Nothing to do with drugs . That was an excuse . \n\nStay Strong CANADA . \n\nBullies are the easiest to beat . Abe Lincoln
Makes an unsubstantiated claim that Trump's real motive is to 'steal the country' rather than address drugs, while also calling for Canadian solidarity.
@kevinvincent2994
Mar 5, 2025
Now COMPLETELY OFF Subject. BUT This is a BIG Problem. When the US V.Pres. BELIEVES MY Country UK. HAS NOT Been any armed Conflict, within the Past 30-40xYrs. AND LETS Just say Politly HE NO'S …
Now COMPLETELY OFF Subject. BUT This is a BIG Problem. When the US V.Pres. BELIEVES MY Country UK. HAS NOT Been any armed Conflict, within the Past 30-40xYrs. AND LETS Just say Politly HE NO'S ABS J/S! As Just 1x Armed incident (N.Ireland Troubles). Was 1969-1994/5. SO basically he No:s F-ALL! So UR President IS AS FAKE As the Orange Peel on his skin.
Makes specific factual claim that US VP believes UK had no armed conflict in 30-40 years without evidence, presented as fabricated ignorance.
@PeterCummins-gm2bu
Mar 4, 2025
THAT TRAITOR IS WORKING FOR FUCKING RUSSIA
THAT TRAITOR IS WORKING FOR FUCKING RUSSIA
Makes an unsubstantiated factual claim that the PM is working for Russia without evidence.
@michaela0elisej667
Mar 4, 2025
Trump is a Russian asset. The moment that is understood, all of Trump's past actions make perfect sense - since the beginning.
Trump is a Russian asset. The moment that is understood, all of Trump's past actions make perfect sense - since the beginning.
Makes a specific factual assertion (Trump is a Russian asset) presented without evidence, characteristic of conspiracy theory framing.
Unverified Claim
0.80
@mortenwellhaven
Mar 4, 2025
Trump loves Putin an ex KBJ. He loves communists, Russia , North Korea, China to name but a few.
Trump loves Putin an ex KBJ. He loves communists, Russia , North Korea, China to name but a few.
Makes unsubstantiated claims about Trump's political allegiances and sympathies without evidence.
@mariaobrien284
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)