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
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
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA... STOP SENSATIONALIZING and turning people against us
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA...
STOP SENSATIONALIZING and turning people against us
Asserts unsubstantiated claims about Indian immigrants' financial contributions and non-compliance rates, while urging against sensationalism.
Mandeep_D
Sep 27, 2025
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Makes a specific factual claim that Trump's actions prioritize Russia over America without providing evidence, suggesting hidden allegiances.
@rrw-qk1xk
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
They are in the US many go there illegally
They are in the US many go there illegally
Vague assertion about illegal immigration to the US without evidence or specifics.
Unverified Claim
0.70
ramboram03
Sep 29, 2025
Broffman Family control alcool , hahah
Broffman Family control alcool , hahah
Makes an unsubstantiated claim about the Broffman family controlling alcohol without evidence.
Unverified Claim
0.70
@DianeRouleau
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
Im not saying Trumps a Russian asset...but if someone were to be one...theyd use his playbook. Pulling out of Ukraine aid, voting with Russia interest in NATO, trade wars with our closest allies....Putin..release the pee …
Im not saying Trumps a Russian asset...but if someone were to be one...theyd use his playbook. Pulling out of Ukraine aid, voting with Russia interest in NATO, trade wars with our closest allies....Putin..release the pee pee tapes so we can go back to normal already.
Makes specific factual assertions about political alignment with Russian interests without evidence, wrapped in satirical framing.
@jessejames5109
Mar 4, 2025
I thought this dude resigned from being prime Minister? This idiot has no shot against Trump
I thought this dude resigned from being prime Minister? This idiot has no shot against Trump
Questions Trudeau's legitimacy by claiming he resigned (factually disputed) and dismisses his ability to oppose Trump.
@bruceellenburg429
Mar 4, 2025
More drugs come into canada from the usa thats facts
More drugs come into canada from the usa thats facts
Presents a specific factual assertion about drug trafficking patterns without evidence, comparing Canada-US border issues.
@dirkdiggler4860
Mar 4, 2025
There's a picture with Trump looking at satan in the mirror.
There's a picture with Trump looking at satan in the mirror.
References an unverified conspiratorial image/claim without substantiation.
Unverified Claim
0.70
@JonInvestor33
Mar 4, 2025
See who do these people work for,obviously not caring Canadian,who pays these people
See who do these people work for,obviously not caring Canadian,who pays these people
Makes an unsubstantiated claim that unnamed officials don't care about Canada and implies improper allegiances without evidence.
valr852
Sep 29, 2025
They are driving trucks , working in fast food places etc .....thats where they are !
They are driving trucks , working in fast food places etc .....thats where they are !
Makes a vague factual assertion about where undocumented immigrants are working without evidence or specificity.
Unverified Claim
0.70
PrairiePatriots
Sep 29, 2025
Look up Donki Route. CNA (Singapore broadcast) did a documentary on this fraudulent student immigration
Look up Donki Route. CNA (Singapore broadcast) did a documentary on this fraudulent student immigration
References a documentary about fraudulent student immigration routes without providing context or verification.
Unverified Claim
0.70
cyberagent2024
Sep 29, 2025
these people get millions of dollars this is stupefying
these people get millions of dollars this is stupefying
Makes an unsubstantiated claim about immigrants receiving millions of dollars, likely a fabricated or exaggerated statistic.
maeldesrochers3458
Jan 27, 2026
Let's be clear. Nobody outside the US thinks Donald is a smart man.
Let's be clear. Nobody outside the US thinks Donald is a smart man.
Presents a generalized factual claim about international opinion without evidence, though phrased as common knowledge.
Unverified Claim
0.70
@kriswillems5661
Mar 4, 2025
Are you sure that Putin are not pay millions to Trump ? I'm not sure
Are you sure that Putin are not pay millions to Trump ? I'm not sure
Presents an unsubstantiated factual claim (Putin paying Trump millions) framed as a question to express doubt.
@gianluigirupel7957
Mar 5, 2025
I think the king is trying to hurt America to get back at the Democrats
I think the king is trying to hurt America to get back at the Democrats
Makes a specific factual claim about political motivation without evidence.
Unverified Claim
0.70
@bernardjones5950
Mar 4, 2025
Trump administration trying to make Americans refugees is what it looks like
Trump administration trying to make Americans refugees is what it looks like
Makes an unsubstantiated claim that Trump's policies would create American refugees without supporting evidence.
@analoggurl
Mar 4, 2025
Yes Trump is definitely being played by Putin
Yes Trump is definitely being played by Putin
Makes a specific factual assertion about Trump being controlled by Putin without providing evidence, characteristic of conspiracy-adjacent claims.
Unverified Claim
0.70
@dianeaalders2520
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)