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
All those cheap Canadian Flags behind him are made in China! Fact!
All those cheap Canadian Flags behind him are made in China! Fact!
Makes a specific factual claim about flag manufacturing origin presented as fact without evidence.
Unverified Claim
0.75
@CanadianDrifter777
Mar 4, 2025
Trudeau, who applauded the Ukrainian Nazi in parliament... In 1941-45, this Ukrainian Nazi slaughtered people like dogs. And now churches, parties, media, and the opposition are banned in Ukraine... People are being killed, businesses are …
Trudeau, who applauded the Ukrainian Nazi in parliament... In 1941-45, this Ukrainian Nazi slaughtered people like dogs. And now churches, parties, media, and the opposition are banned in Ukraine... People are being killed, businesses are being taken away... Ukrainians are being banned from leaving the country...
Commenter makes specific factual claims about Ukrainian history and current conditions without evidence, presenting them as established fact.
@АндрейКривонос-л3ф
Mar 4, 2025
The thing about it is.. Is all this really real or not? I feel like it's all a conspiracy
The thing about it is.. Is all this really real or not? I feel like it's all a conspiracy
Suggests current events may be fabricated or part of a conspiracy without providing evidence or specifics.
Unverified Claim
0.75
@ninobrown3394
Mar 4, 2025
Trudeau , you just keep imporitng Hindu Indians from India to Canada!
Trudeau , you just keep imporitng Hindu Indians from India to Canada!
Makes a specific factual claim about Trudeau importing Hindu Indians without evidence, framed as demographic concern.
@altruistization
Mar 4, 2025
It seems pretty obvious. There've been rumors that Trump is a Russian stooge. Now, everything he's doing is either eroding western alliances or empowering Russia. The US is a puppet of Putin's Russia at this …
It seems pretty obvious. There've been rumors that Trump is a Russian stooge. Now, everything he's doing is either eroding western alliances or empowering Russia. The US is a puppet of Putin's Russia at this point. Never thought I'd see it in my lifetime.
Makes specific conspiratorial claims about Trump being a Russian puppet and the US being controlled by Putin without evidence, combined with expressions of alarm about geopolitical threats.
@garthd1627
Mar 4, 2025
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you …
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you on a waiting list because they are taking immigrants first! WTF!??? WEF Agenda!
Makes specific factual claims about military hiring practices prioritizing immigrants without evidence, and invokes conspiracy ('WEF Agenda').
TheDmac5440
Aug 26, 2025
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ? Wake up. Fake currency is NOT MONEY!
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ?
Wake up. Fake currency is NOT MONEY!
Makes unsubstantiated claims about currency systems being 'fake' and urges people to 'wake up,' presenting conspiracy-adjacent assertions without evidence.
DaveTechCA
Aug 26, 2025
the government has done this bs put rag on ur head n u get the job
the government has done this bs put rag on ur head n u get the job
Makes a specific factual claim about hiring discrimination based on religious/cultural markers without evidence, presented as established fact.
littledove1292
Aug 26, 2025
The crime is outta control thanks to feminism and a corrupt liberal government
The crime is outta control thanks to feminism and a corrupt liberal government
Makes an unsubstantiated causal claim linking crime to feminism and government corruption without evidence.
sheldoncarmichael4534
Aug 26, 2025
Think election fraud ?
Think election fraud ?
Raises unsubstantiated claim about election fraud in relation to immigration policy without evidence.
ClarkPhillips-g8k
Aug 26, 2025
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Makes a specific causal claim linking crime to liberal policies without evidence, presented as factual assertion.
Jonsnow-u3f
Aug 26, 2025
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
Makes specific claims about scammers and illegal immigrants without supporting evidence while critiquing visa policies.
mariacarreiro5770
Jul 5, 2025
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
Presents a specific numerical claim about migration numbers without evidence and implies negative consequences without substantiation.
madjoe8622
Aug 25, 2025
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
Makes unsubstantiated claims linking illegal immigrants to serious crimes and demands deportation action.
NareshMoirangthem-o8r
Aug 25, 2025
These people smells soo much armpits smell
These people smells soo much armpits smell
Makes a dehumanizing, unsubstantiated generalization about a group of people without evidence or context.
Unverified Claim
0.75
bunnyhelper7791
Aug 25, 2025
European women don't have babies.
European women don't have babies.
Makes a generalized factual claim about European women's reproductive behavior without evidence, implying demographic threat.
troump-the-pervrt-peeg
Jun 17, 2025
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
Makes vague but specific claim that nation was 'sold out to the enemy' without evidence, framing immigration as consequence of betrayal.
IDIOMRADIO
Jun 20, 2025
Too many immigrants living in Canada on expired student visas
Too many immigrants living in Canada on expired student visas
Makes a specific factual claim about expired student visas without providing evidence or context.
chadmk.1681
Apr 16, 2025
This kaitlin person is an activist. Her primary job is to divide america. Shes a traitor and should be arrested
This kaitlin person is an activist. Her primary job is to divide america. Shes a traitor and should be arrested
Makes unsubstantiated claims about a person's role and intentions ('primary job is to divide'), combined with alarmist language about arrest.
@Wuggieee
Mar 6, 2025
Nobody is leaving canada.
Nobody is leaving canada.
Makes a specific factual assertion ('nobody is leaving Canada') without evidence, contradicting the video's premise.
Unverified Claim
0.75
blindsurfer7446
Apr 15, 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)