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
Isn’t Trudeau sleeping with French president macron???
Isn’t Trudeau sleeping with French president macron???
Presents an unsubstantiated personal claim about Trudeau with a questioning tone that may be satirical, but the factual assertion dominates.
@HappyjSlappy
Mar 5, 2025
Follow the $$$ trail between Trump & Russia. Also between Elon & Trump. Qui pro quo...he who pays the piper, plays the tune.
Follow the $$$ trail between Trump & Russia. Also between Elon & Trump. Qui pro quo...he who pays the piper, plays the tune.
Makes unsubstantiated claims about financial connections between political figures without evidence, though context suggests it may be off-topic commentary.
@srwasa1822
Mar 4, 2025
Trump sold to citizen, therfore must commit to tarif as the solution.
Trump sold to citizen, therfore must commit to tarif as the solution.
Makes an unsubstantiated causal claim about Trump's tariff commitment without evidence, framed as political analysis.
@yewhanlim8916
Mar 4, 2025
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
Makes unsubstantiated claims about Canadian drug policy and family destruction without evidence, mixed with comparative framing.
@rimoxbrikha6558
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
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
Lowshame poeple
Lowshame poeple
Incoherent statement with apparent misspelling ('Lowshame poeple') that appears to make an unsubstantiated claim but is too unclear to classify with high confidence.
Unverified Claim
0.60
redone1306
Feb 26, 2026
Agent ? orange ?
Agent ? orange ?
Cryptic reference to 'Agent Orange' appears to be an unsubstantiated claim or conspiracy theory, though the brevity makes interpretation uncertain.
Unverified Claim
0.60
@high-_
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
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
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
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
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
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
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
Even at FBI, there is no better agent than Kevin Brosseau, the Fentanyl Czar of Canada
Even at FBI, there is no better agent than Kevin Brosseau, the Fentanyl Czar of Canada
Makes a specific factual claim about Kevin Brosseau's status as an FBI agent without evidence or context.
Unverified Claim
0.60
@gusj2800
Mar 4, 2025
U protecting China trading drugs so what's the difference of war and war in drugs
U protecting China trading drugs so what's the difference of war and war in drugs
Makes an unsubstantiated accusation that the government is protecting China's drug trade without evidence.
@erahhernandez1521
Mar 4, 2025
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
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
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)