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
Doing something and undoing something is necessary if you need to manipulate the financial market and make a big killing in the market.
Doing something and undoing something is necessary if you need to manipulate the financial market and make a big killing in the market.
Makes an unsubstantiated claim about market manipulation without evidence or context.
Unverified Claim
0.65
@Gerry-t1w
Mar 4, 2025
The only winner in this trade war is ....RUSSIA!
The only winner in this trade war is ....RUSSIA!
Presents a specific claim about Russia benefiting from trade war without supporting evidence.
@mauricesiermachesky4900
Mar 4, 2025
He said bye and came back ? trump found replacements so don’t cry do whatever you can .get some money from Islamic regim of Iran
He said bye and came back ? trump found replacements so don’t cry do whatever you can .get some money from Islamic regim of Iran
Makes unsubstantiated claims about Trump's actions and Iran's involvement without evidence, mixed with alarmist framing.
@misaghg5151
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
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
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
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
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
It’s all about Russia,
It’s all about Russia,
Vague assertion blaming Russia without evidence or context, presented as a factual claim.
Unverified Claim
0.60
@poutine53
Mar 4, 2025
How about car thief?
How about car thief?
Presents an unsubstantiated claim about immigrants being car thieves without evidence, though the brevity makes interpretation uncertain.
Unverified Claim
0.60
@Keashane
Mar 4, 2025
WE KNOW SIR AND THANK YOU! IT WILL GET THESE MONSTA'S BACK MORE THAN DOUBLE ?? PRESIDENT KAMALA HARRIS TOLD THEM FOOLS
WE KNOW SIR AND THANK YOU! IT WILL GET THESE MONSTA'S BACK MORE THAN DOUBLE ?? PRESIDENT KAMALA HARRIS TOLD THEM FOOLS
Makes vague, unsubstantiated claims about tariffs and consequences without evidence, with some call-to-action framing.
@YOUKNOW-x4j
Mar 4, 2025
[2028] democratic Congresswoman Jasmine Crockett (TX-30), Attorney General to senator Adam Schiff (CA) presidentcy. ? ??
[2028] democratic Congresswoman Jasmine Crockett (TX-30), Attorney General to senator Adam Schiff (CA) presidentcy. ? ??
Presents a specific fictional political prediction as if it were factual information about future Democratic leadership.
Unverified Claim
0.60
@lajanac
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
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
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
He is making money on fenty…
He is making money on fenty…
Makes a specific factual assertion about financial dealings without evidence or context.
Unverified Claim
0.60
@Boozeblues
Mar 5, 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
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
Video dropped exactly at the time of European Union-India Free Trade Agreement.
Video dropped exactly at the time of European Union-India Free Trade Agreement.
Makes a conspiratorial claim linking the video timing to an unrelated trade agreement without evidence.
Unverified Claim
0.60
mykolaskucinskas9473
Jan 28, 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)