2 points by DonWono 7 hours ago | 0 comments on HN
| MIXED_WEAK_POSITIVE Editorial
· vv3.4 · 2026-02-25
Article Heatmap
Negative Neutral Positive No Data
Aggregates
Weighted Mean
+0.06
Unweighted Mean
+0.04
Max
+0.32 Article 19
Min
-0.32 Article 12
Signal
12
No Data
19
Confidence
ND
Volatility
0.31 (Medium)
Negative
2
Channels
E: 0.6S: 0.4
SETL
+0.01
Editorial-dominant
FW Ratio
59%
0 facts · 0 inferences
Evidence: High: 1 Medium: 6 Low: 5 No Data: 19
Theme Radar
Domain Context Profile
Element
Modifier
Affects
Note
Privacy
+0.05
Article 12
Meta referrer policy 'origin' indicates baseline privacy awareness; no cookie consent observed on page.
Terms of Service
—
Standard Hacker News community guidelines linked; no domain-level policy contradictions observed.
Accessibility
+0.10
Article 25
Basic semantic HTML structure and alt text on logo suggest minimal accessibility consideration; no ARIA attributes or skip links observed.
Mission
0.00
Hacker News operates as neutral content aggregator; no human rights advocacy mission.
Editorial Code
-0.05
Article 19
Community moderation and upvote system present; no explicit editorial guidelines visible on item page.
Ownership
0.00
Y Combinator ownership; no observed impact on UDHR alignment of this page.
Access Model
+0.10
Article 19
Public access to discussions with login option; content is freely viewable without subscription.
Ad/Tracking
-0.08
Article 12
Page contains hn.js script and references Google Analytics on external links; tracking signals present.
Score Breakdown
ND
PreamblePreamble
Preamble invokes human dignity and equal rights. This URL is a submission discussing a commercial software product (NeoShift BI). No explicit engagement with Preamble concepts of dignity, equality, or universal brotherhood.
ND
Article 1Freedom, Equality, Brotherhood
Article 1 affirms inherent dignity and equal rights. Product submission does not address human dignity or equality.
ND
Article 2Non-Discrimination
Article 2 prohibits discrimination. Page does not discuss discrimination or protected characteristics.
ND
Article 3Life, Liberty, Security
Article 3 protects right to life, liberty, security. Product discussion does not engage with these concepts.
ND
Article 4No Slavery
Article 4 prohibits slavery and servitude. Product submission contains no engagement with these issues.
ND
Article 5No Torture
Article 5 prohibits torture and cruel treatment. Page does not discuss or reference such issues.
ND
Article 6Legal Personhood
Article 6 affirms right to recognition as person before law. Product discussion does not address legal personhood.
ND
Article 7Equality Before Law
Article 7 ensures equal protection under law. Product submission does not address legal equality.
ND
Article 8Right to Remedy
Article 8 protects against arbitrary deprivation of rights. Page does not engage with this concept.
ND
Article 9No Arbitrary Detention
Article 9 prohibits arbitrary arrest or detention. Product discussion does not address criminal justice.
ND
Article 10Fair Hearing
Article 10 ensures fair trial and due process. Page does not discuss judicial proceedings.
ND
Article 11Presumption of Innocence
Article 11 protects against retroactive criminal law. Product submission does not address criminal law.
-0.32
Article 12Privacy
Medium Practice
Editorial
-0.15
Structural
-0.25
SETL
+0.16
Combined
ND
Context Modifier
ND
Article 12 protects right to privacy. Page embeds tracking scripts (hn.js) and links to external services with analytics (Google Analytics API referenced in leaderboard dashboard). Cookie/privacy consent not observed. Domain context shows ad tracking modifier -0.08.
Observable Facts
Page contains script tag referencing 'hn.js?b0tUH1AvxxEPVaX89UgT'.
Leaderboard dashboard is described as 'connected to the Google Analytics API'.
Meta referrer policy set to 'origin' indicates some baseline privacy awareness.
Inferences
The embedded tracking script suggests automated collection of user interaction data on Hacker News.
Integration with Google Analytics API on the competition leaderboard indicates performance tracking of user submissions.
Absence of cookie consent notice suggests potential privacy-by-design gaps.
+0.12
Article 13Freedom of Movement
Medium Practice
Editorial
+0.10
Structural
+0.15
SETL
-0.09
Combined
ND
Context Modifier
ND
Article 13 protects freedom of movement and residence. Post encourages users to participate in open beta and share dashboards freely across regions without apparent geographic restrictions. No location-based barriers observed.
Observable Facts
Post invites users globally to 'grab a weird dataset from Kaggle, drop it into NeoShift, and share the link'.
Open beta extends to March 27th with public participation invited.
No geographic restrictions mentioned for beta access or competition participation.
Inferences
The global invitation to beta participation suggests non-discriminatory access regardless of location.
Public share link feature enables freedom of information movement across borders.
ND
Article 14Asylum
Article 14 protects asylum and refugee rights. Product submission does not address migration or asylum.
ND
Article 15Nationality
Article 15 protects nationality and change of nationality. Page does not address national status or citizenship.
ND
Article 16Marriage & Family
Article 16 protects family rights and marriage. Product discussion does not engage with family or marriage.
ND
Article 17Property
Article 17 protects property rights. Page does not discuss property ownership or deprivation.
+0.03
Article 18Freedom of Thought
Low Practice
Editorial
+0.05
Structural
0.00
SETL
+0.05
Combined
ND
Context Modifier
ND
Article 18 protects freedom of thought, conscience, religion. Post demonstrates openness to diverse data analysis approaches and invites unfiltered feedback: 'I'd love your brutal, unfiltered feedback.' Mild signal of intellectual openness.
Observable Facts
Author explicitly requests 'brutal, unfiltered feedback on the UI, the depth of the Claude integration, and how the system handles whatever weird CSVs you throw at it.'
Inferences
Solicitation of unfiltered feedback suggests receptiveness to diverse perspectives and critical thinking.
+0.32
Article 19Freedom of Expression
High Practice Coverage
Editorial
+0.25
Structural
+0.30
SETL
-0.12
Combined
ND
Context Modifier
ND
Article 19 protects freedom of expression and information. This is a Hacker News 'Show HN' post where author freely publishes product details, architecture, demo, and invites public comment. Hacker News is a public platform enabling expression. Public share links allow data dashboard sharing. Discussion threads enable community speech.
Observable Facts
Post is published openly on Hacker News, a community discussion platform.
Author provides detailed technical description of product, architecture decisions, and reasoning.
Post includes multiple public share links to dashboards and features, enabling information access.
Page contains a comment form allowing community members to reply and express viewpoints.
Hacker News navigation includes 'comments' and 'discuss' links, facilitating group expression.
Inferences
The public nature of the post and accessibility to comments demonstrates structural support for freedom of expression.
Public share links enable users to publish and share data visualizations and insights.
The community discussion format on Hacker News supports the exchange of information and ideas.
+0.27
Article 20Assembly & Association
Medium Practice
Editorial
+0.20
Structural
+0.25
SETL
-0.11
Combined
ND
Context Modifier
ND
Article 20 protects freedom of peaceful assembly and association. Hacker News community structure enables voluntary association and collective discussion. Competition mechanism creates voluntary group participation.
Observable Facts
Hacker News operates as a public community platform with shared discussion threads.
Page includes leaderboard competition inviting voluntary participation from multiple users.
Beta challenge enables open association of participants working with shared dataset and tool.
Inferences
The competition structure and leaderboard create mechanisms for voluntary association around a shared activity.
Community voting and discussion features enable collective decision-making about content visibility.
+0.17
Article 21Political Participation
Medium Practice
Editorial
+0.15
Structural
+0.20
SETL
-0.10
Combined
ND
Context Modifier
ND
Article 21 protects right to participate in government and public affairs. Hacker News community voting mechanism enables democratic participation in content curation. Public participation in beta competition represents engagement in community decision-making.
Observable Facts
Page displays upvote mechanism allowing community members to signal content priority: 'a id='up_47146229'.
Beta challenge invites public participation to 'test the infrastructure limits' and determine winners.
Inferences
The upvote system enables democratic participation in determining content visibility.
Leaderboard scoring based on community engagement metrics reflects collective input into outcomes.
+0.12
Article 22Social Security
Low Practice
Editorial
+0.10
Structural
+0.15
SETL
-0.09
Combined
ND
Context Modifier
ND
Article 22 protects right to social security and realization of rights through national effort. Post describes economic opportunity (free lifetime enterprise account) as competition prize, enabling resource access.
Prize structure provides resource access to participants meeting performance criteria.
Inferences
Prize structure enables economic advancement through merit-based competition participation.
+0.18
Article 23Work & Equal Pay
Medium Practice
Editorial
+0.20
Structural
+0.15
SETL
+0.10
Combined
ND
Context Modifier
ND
Article 23 protects rights to work, free choice of employment, and fair working conditions. Post demonstrates solo developer work and explicitly targets 'indie devs and SMEs' as intended users, supporting employment autonomy and business creation.
Observable Facts
Author identifies as 'solo developer building NeoShift BI'.
Product is described as 'tailored for indie devs and SMEs' enabling independent work.
Tool abstracts away requirements for 'dedicated data engineering teams', lowering barriers to independent work.
Inferences
The tool is designed to enable independent workers and small organizations to perform data work without dependency on large teams.
Product democratizes BI capabilities, supporting diverse employment choices.
+0.03
Article 24Rest & Leisure
Low Practice
Editorial
+0.05
Structural
0.00
SETL
+0.05
Combined
ND
Context Modifier
ND
Article 24 protects right to rest and leisure. Post does not explicitly address working hours or rest conditions, but beta challenge timeline (through March 27th) and invitation to 'break my app' suggests recreational participation opportunity.
Observable Facts
Competition is framed as optional and recreational: 'If you want to break my app or just visualize some cool data'.
Inferences
Framing of participation as optional leisure activity suggests openness to non-obligatory engagement.
-0.04
Article 25Standard of Living
Medium Practice
Editorial
-0.10
Structural
-0.20
SETL
+0.14
Combined
ND
Context Modifier
ND
Article 25 protects right to standard of living and healthcare. Product is designed to make advanced BI tools accessible to indie devs and SMEs, lowering cost barriers to data analysis infrastructure. However, Google Cloud infrastructure and Claude API dependencies create resource barriers.
Observable Facts
Product targets 'indie devs and SMEs' to provide access to enterprise-grade BI tools.
Infrastructure built on Google Cloud and Claude AI (third-party SaaS dependencies).
Free beta access and competition prizes reduce immediate cost barriers for some users.
Inferences
Targeting small organizations and indie developers suggests intent to improve access to analytical tools.
Dependency on external cloud and AI services may create ongoing cost barriers for resource-constrained users.
Free tier access partially mitigates but does not eliminate economic access barriers.
+0.08
Article 26Education
Low Practice
Editorial
+0.10
Structural
+0.05
SETL
+0.07
Combined
ND
Context Modifier
ND
Article 26 protects right to education and access to knowledge. Data visualization and AI-generated insights enhance educational value of datasets. Open beta with Kaggle datasets and public dashboards support learning.
Observable Facts
Post references Kaggle datasets as source material, supporting data literacy.
AI-generated insights and summaries serve educational purpose of explaining dataset patterns.
Public dashboards are shared to demonstrate and educate users on functionality.
Inferences
Making advanced analytics accessible to non-experts supports broader data literacy.
+0.08
Article 27Cultural Participation
Low Practice
Editorial
+0.10
Structural
+0.05
SETL
+0.07
Combined
ND
Context Modifier
ND
Article 27 protects right to participate in cultural life and benefit from scientific progress. Tool enables participation in data visualization culture and provides access to AI-powered scientific analysis methods.
Observable Facts
Data storytelling competition invites creative participation in data visualization culture.
Claude AI integration represents access to advanced scientific and analytical methods.
Inferences
Democratizing data analysis tools extends participation in analytical culture beyond specialists.
ND
Article 28Social & International Order
Article 28 establishes social and international order for UDHR realization. Page does not address international cooperation or UDHR implementation mechanisms.
+0.03
Article 29Duties to Community
Low Practice
Editorial
+0.05
Structural
0.00
SETL
+0.05
Combined
ND
Context Modifier
ND
Article 29 establishes duties in community and limits on rights. Post demonstrates community responsibility through invitation for feedback and commitment to infrastructure testing.
Observable Facts
Author invites stress-testing: 'I want to test the infrastructure limits' and 'I'd love your brutal, unfiltered feedback'.
Inferences
Solicitation of community feedback demonstrates awareness of responsibility to community.
-0.11
Article 30No Destruction of Rights
Low Practice
Editorial
-0.10
Structural
0.00
SETL
-0.10
Combined
ND
Context Modifier
ND
Article 30 prohibits destruction of UDHR rights. Product itself presents no threat to UDHR rights. However, Google Analytics tracking and embedded tracking scripts represent potential infrastructure for surveillance that could undermine privacy and freedom rights if misused.
Observable Facts
Leaderboard connected to Google Analytics API enables tracking of user behavior metrics.
Page embeds hn.js tracking script with identifier.
Inferences
Tracking infrastructure, while currently used for performance metrics, represents potential infrastructure for rights erosion if misapplied.