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
Fall of cabal.
Fall of cabal.
References 'fall of cabal' conspiracy theory without elaboration, presenting an unverified conspiratorial claim.
Unverified Claim
0.65
@memphisnicholas8095
Mar 4, 2025
Trump and Putin really scooping the Nazi Swamp of the Globe
Trump and Putin really scooping the Nazi Swamp of the Globe
Makes an unsubstantiated conspiratorial claim about Trump and Putin's intentions regarding a 'Nazi Swamp,' presented without evidence.
@Noah_bsl33
Mar 5, 2025
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
Makes unsubstantiated claims linking illegal immigrants to drug trafficking, prostitution, and scams without evidence.
bff1586
Jan 15, 2026
If Donald doesn't go foward with this plan, how else is he supposed to help Putin destroy America??
If Donald doesn't go foward with this plan, how else is he supposed to help Putin destroy America??
Presents an unverified conspiracy theory linking Trump's policies to Putin's interests and American destruction.
@Anthony-zt1zs
Mar 4, 2025
Trump punishes Truedough for once ridiculing Trump during a global meeting...G7 if I'm not mistaken. That incident was broadcasted everywhere.
Trump punishes Truedough for once ridiculing Trump during a global meeting...G7 if I'm not mistaken. That incident was broadcasted everywhere.
Asserts a specific causal claim (Trump punishing Trudeau for past ridicule) without evidence, presenting it as established fact.
@Brisamars-q1c
Mar 4, 2025
Ahhhhhh trying to weakest them to try and pull a putin and take them over! Hate did this!!!
Ahhhhhh trying to weakest them to try and pull a putin and take them over! Hate did this!!!
Makes an unsubstantiated conspiracy claim that Trudeau is weakening Canada to enable a Putin-style takeover.
@funnypeoplerule
Mar 4, 2025
Putin managed to take the U.S. without ever firing shot! All thanks to weak, weak, dementia Don! Ukraine has managed to stave off Russian violence and military action for more than 3 years! The U.S. …
Putin managed to take the U.S. without ever firing shot! All thanks to weak, weak, dementia Don! Ukraine has managed to stave off Russian violence and military action for more than 3 years! The U.S. has turned their backs on their allies and licks the boots of a dictator! The gloves are off! Elbows Up, Canada! ❤️???✊️❤️?? ???
Makes unsubstantiated claims about Putin's influence over the US while expressing solidarity with Canada against perceived threats.
@christinasmith4072
Mar 4, 2025
Doug ford now goingbtobthebuS governors,how is that so different to the Jjavanibtrip, at least javanibtold everyone, Doug just sticking into election interference in the USA
Doug ford now goingbtobthebuS governors,how is that so different to the Jjavanibtrip, at least javanibtold everyone, Doug just sticking into election interference in the USA
Makes unclear allegations about Doug Ford and election interference with garbled text, suggesting unsubstantiated conspiracy claims.
concern-ity
Feb 27, 2026
タイのことわざで、インド人とコブラが飛び出してきたらインド人を叩けと言います
タイのことわざで、インド人とコブラが飛び出してきたらインド人を叩けと言います
References a Thai proverb about Indians and cobras that appears to be a fabricated or misattributed stereotype used to demean a group.
Unverified Claim
0.60
ひですた
Feb 8, 2026
Please go to Epstein Island again and enter that temple, we really want to!
Please go to Epstein Island again and enter that temple, we really want to!
References conspiracy theory about Epstein Island temple, likely mixing satire with misinformation or trolling.
matematikhocası_yiyen
Feb 9, 2026
they dont need they have Ukraine
they dont need they have Ukraine
Cryptic assertion implying Canada should prioritize Ukraine over domestic concerns, presented without supporting evidence or context.
Unverified Claim
0.60
@spicky2966
Mar 4, 2025
que gente tan fea
que gente tan fea
This is a derogatory statement in Spanish ('what ugly people') that appears to be a hateful generalization, though context is limited.
Unverified Claim
0.60
danarodriguez25
Feb 4, 2026
Who is going to tell trudue AMERICA NEEDS your Uranium deposits.
Who is going to tell trudue AMERICA NEEDS your Uranium deposits.
Makes an unsubstantiated claim about America's need for Canadian uranium deposits without evidence, implying Trudeau should be informed of this leverage.
@oraclegeniuses
Mar 4, 2025
sell usd folks and buy cad instead all, qtrump and nelon was bet on usa economy collapse, theyre direct wanna killingit
sell usd folks and buy cad instead all, qtrump and nelon was bet on usa economy collapse, theyre direct wanna killingit
Makes unsubstantiated claims about Trump and Nelson betting on US economic collapse without evidence.
Unverified Claim
0.60
@xiuhtezcatl8161
Mar 4, 2025
Hell get transformers ? there going jail
Hell get transformers ? there going jail
Makes an unsubstantiated claim that someone will face jail time, though the comment is fragmented and unclear.
Unverified Claim
0.60
@cecileetelford
Mar 4, 2025
Its in the millions not the hundreds
Its in the millions not the hundreds
Appears to be a factual correction or dispute about numbers, but lacks context; classified as potential misinformation due to unsubstantiated claim without evidence.
Unverified Claim
0.60
teamrelentless2239
Feb 18, 2026
Godamn people are so godamn annoying like they dont ducking how we have 1b people and how how the fuck are u whites talking u fucking to over back then sybau
Godamn people are so godamn annoying like they dont ducking how we have 1b people and how how the fuck are u whites talking u fucking to over back then sybau
Incoherent comment with inflammatory language and unclear claims; appears to contain false or fabricated assertions.
Unverified Claim
0.60
woman_scary
Feb 8, 2026
It's 50 % now
It's 50 % now
Cryptic numerical claim without context or evidence; likely referencing an unsubstantiated statistic about immigration or policy.
Unverified Claim
0.60
@jaylondon2177
Mar 4, 2025
Very good news is❓❓ against Canadian government?? and trudo (interfere with indian) TERERISM ???) Now Canada???? will stopped at the end
Very good news is❓❓ against Canadian government?? and trudo (interfere with indian) TERERISM ???) Now Canada???? will stopped at the end
Makes fragmented, unsubstantiated claims about Canadian government, Trudeau, and alleged terrorism without coherent evidence.
Unverified Claim
0.60
@SudhirGupta-s2e
Mar 4, 2025
Man, Russia got something DT!?!?!?
Man, Russia got something DT!?!?!?
Makes an unsubstantiated conspiracy claim linking Trump to Russian interests without evidence.
@solomonancrum5156
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)