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
GOOGLE on the internet: TOP US PSYCHIATRISTS and PSYCHOLOGISTS (publicly) DIAGNOSE Trump.
GOOGLE on the internet: TOP US PSYCHIATRISTS and PSYCHOLOGISTS (publicly) DIAGNOSE Trump.
Directs readers to search for alleged public diagnoses by psychiatrists without providing evidence or specific sources.
Unverified Claim
0.68
@joni-s4h
Mar 4, 2025
CNN is a globalist propaganda gaping maw.
CNN is a globalist propaganda gaping maw.
Makes an unsubstantiated claim about CNN being propaganda without evidence or specifics.
@Caesar_Himself
Mar 4, 2025
AMERICAN STREETS ARE VACANT TODAY. ?
AMERICAN STREETS ARE VACANT TODAY. ?
Makes an unsubstantiated factual claim about American streets being vacant, suggesting societal disruption without evidence.
@SuperBhashi
Mar 4, 2025
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
Asserts a specific claim about student housing conditions in particular cities without supporting evidence.
judecrasto9527
Sep 28, 2025
Trump Xi and Putin in bed together
Trump Xi and Putin in bed together
Makes a specific factual assertion about political leaders conspiring together without evidence, presented as a conspiracy claim.
@joserizal9845
Mar 4, 2025
All by design.
All by design.
Vague conspiracy insinuation suggesting immigration is intentionally orchestrated without providing specifics or evidence.
tuckersdadnb
Feb 18, 2026
Alberta having the India BRATS over populated drug trafficking from India problem.
Alberta having the India BRATS over populated drug trafficking from India problem.
Makes unverified claims linking Indian immigrants to drug trafficking and overpopulation without evidence.
bff1586
Oct 23, 2025
Putin's plan is coming along nicely. Well done Trump. Well done MAGA. This is the real insurrection.
Putin's plan is coming along nicely. Well done Trump. Well done MAGA. This is the real insurrection.
Makes conspiratorial claims about Putin's involvement and Trump executing a plan without evidence, framed as alarmist threat.
@costidisa
Mar 4, 2025
Canada is American puppet
Canada is American puppet
Makes an unsubstantiated geopolitical claim about Canada's relationship to America without evidence.
harishparbhoo2968
Apr 16, 2025
Trump is compromised by Putin and is so weak, he'll sell the US to save his skin
Trump is compromised by Putin and is so weak, he'll sell the US to save his skin
Makes specific unsubstantiated claims about Trump being compromised by Putin and willing to sell the US, presented as fact.
@stephenappleyard5467
Mar 4, 2025
If you arrest your political opponents murder your people your a dictator just like zalinski.
If you arrest your political opponents murder your people your a dictator just like zalinski.
Makes unsubstantiated claims about arresting political opponents and murdering people, comparing to another leader.
@golfguy6071
Mar 4, 2025
現在のところ、カナダ国際空港は、民間機離発着を、禁止されてますので、七種族worm蟲達の国外退去御命令発動は、貨物タンカー乗船です。
現在のところ、カナダ国際空港は、民間機離発着を、禁止されてますので、七種族worm蟲達の国外退去御命令発動は、貨物タンカー乗船です。
Makes unsubstantiated claims about Canadian airport restrictions and deportation orders without evidence.
Unverified Claim
0.65
SokLong-h5g
Dec 10, 2025
Americans don’t want this et
Americans don’t want this et
Makes a generalized claim about American public opinion without evidence or context.
Unverified Claim
0.65
@jamesdeibler5657
Mar 4, 2025
Derka derka
Derka derka
Appears to be a mocking/stereotypical phrase with unclear intent, potentially offensive mockery or nonsensical spam.
CertiCH
Jan 28, 2026
putin once said trump is a useful idiot and the one that would bring the most damage to the country and look what he is causing.
putin once said trump is a useful idiot and the one that would bring the most damage to the country and look what he is causing.
Attributes a specific quote to Putin about Trump as a 'useful idiot' without citation or verification.
Unverified Claim
0.65
@eduardvonheizenstein3969
Mar 4, 2025
Ukraine is killing their poeple lol
Ukraine is killing their poeple lol
Makes an unsubstantiated factual claim about Ukraine killing its own people without evidence, presented as accusation.
@mariohenandez1074
Mar 4, 2025
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
Makes vague conspiratorial claims about monopolization and charity without evidence, though the garbled text makes interpretation difficult.
shashil3002
Dec 5, 2025
Carney loves illegals and communists Questional deal with China 8 million to Funa
Carney loves illegals and communists
Questional deal with China 8 million to Funa
Makes vague, unsubstantiated accusations about a political figure's alleged support for illegal immigration and a questionable China deal.
bassbeauty
Feb 27, 2026
This is absolute lies.
This is absolute lies.
Blanket accusation of falsehood without specific evidence, suggesting the video or claims are dishonest.
Unverified Claim
0.65
dougmackinnon5346
Dec 29, 2025
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Makes vague conspiratorial claim about financial interests profiting from immigration policy without specifics, with sarcastic tone.
jay1645
Jun 23, 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)