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
Fix your imagination problem. And stop sending chinas drugs to America
Fix your imagination problem. And stop sending chinas drugs to America
Makes an unsubstantiated factual claim about China sending drugs to America without evidence.
@Jamie-k3y
Mar 4, 2025
Trump is Pleasing Putin as a Request by her Russian wife...???
Trump is Pleasing Putin as a Request by her Russian wife...???
Makes an unsubstantiated conspiracy claim linking Trump's actions to Putin through a Russian wife, presented without evidence.
@romeomamansag2691
Mar 4, 2025
Did you see the clip with Keir Starmer and Donald Trump in the Oval Office Starmer gives Trump a letter from King Charles Trump opens it supposedly reading it then shows it to the camera …
Did you see the clip with Keir Starmer and Donald Trump in the Oval Office Starmer gives Trump a letter from King Charles Trump opens it supposedly reading it then shows it to the camera and then requests Starmer to read a section. What the hell why didn't Trump read it himself what reading is beneath him. The question here is can Donald Trump read I think not this is why he has never read any history books which leads me to my next question. How can an illierate man become the President of the United States? Mind boggling and this is why he dances at Maralago he is saying to himself I can't read and these fools made me President!!!
Makes unsubstantiated claims about Trump's literacy and election integrity without evidence, framed as rhetorical questions.
@RonBerry-p8r
Mar 4, 2025
The First Nation community is getting sick of them as well
The First Nation community is getting sick of them as well
Unsubstantiated claim that First Nations communities are becoming hostile toward immigrants without evidence.
Twizzymadhatter
Jan 27, 2026
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
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
Makes perfect sence dipshits russia has nukes ukraine is dead in the water. Facts facts facts. ? ?
Makes perfect sence dipshits russia has nukes ukraine is dead in the water. Facts facts facts. ? ?
Makes specific factual assertions about geopolitical situations ('Russia has nukes, Ukraine is dead') presented without evidence or sources.
Unverified Claim
0.70
@pjtg024
Mar 4, 2025
Soon we gonna see 50%
Soon we gonna see 50%
Vague claim about a future demographic or statistical threshold ('50%') presented without context or evidence, suggesting alarmism.
@MrChand12
Mar 5, 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
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
Trudeau lied, he said Trump is smart.
Trudeau lied, he said Trump is smart.
Makes a specific factual claim (Trudeau said Trump is smart) presented without evidence, framed as a contradiction.
Unverified Claim
0.70
@tommysnello
Mar 4, 2025
Thanks Chump! ? \nChump is a Russian asset!
Thanks Chump! ? \nChump is a Russian asset!
Makes an unsubstantiated claim that Trump is a Russian asset, presented with sarcastic tone.
@SethKettlebell
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
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
canada goverment wants this to happen
canada goverment wants this to happen
Makes an unsubstantiated claim that the Canadian government intentionally caused immigration issues without providing evidence.
ShitboxNation
Jan 27, 2026
Old footage it was a one time attempt to make Biden look like he was in control
Old footage it was a one time attempt to make Biden look like he was in control
Asserts without evidence that footage is old and staged as a political manipulation tactic.
@ahoo5753
Mar 4, 2025
This is what happens when a convicted criminal is president and South African slave owner run the country.
This is what happens when a convicted criminal is president and South African slave owner run the country.
Makes unsubstantiated claims about criminal status and ownership/control of government without evidence.
@rbutch950
Mar 4, 2025
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
Makes specific unverified spending claims (70 billion, 20 billion) presented as fact without evidence, framed as 'invasion.'
speediesthesquirrel
Aug 25, 2025
They are HUGE fraudsters here
They are HUGE fraudsters here
Makes a sweeping, unsubstantiated claim about fraud targeting a specific ethnic group without evidence or context.
ivorypoacherplays
Jan 28, 2026
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Posts another religious text quote out of context, appearing to support caste-based discrimination through selective scriptural citation.
Unverified Claim
0.70
GrambanglaRestaurant
Feb 23, 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)