This page documents scipy.stats.chatterjeexi, a statistical function for computing correlation coefficients. The documentation demonstrates commitment to democratizing scientific knowledge through free public access, comprehensive methodology transparency, and accessible design patterns that support universal participation in statistical science. The content implicitly advocates for rights to education, scientific participation, and access to information by removing economic and technical barriers to advanced computational methods.
Article Heatmap
Negative Neutral Positive No Data
Aggregates
Weighted Mean
+0.43
Unweighted Mean
+0.39
Max
+0.77 Article 27
Min
+0.15 Article 20
Signal
8
No Data
23
Confidence
13%
Volatility
0.21 (Medium)
Negative
0
Channels
E: 0.6S: 0.4
SETL
-0.14
Structural-dominant
FW Ratio
60%
24 facts · 16 inferences
Evidence: High: 1 Medium: 4 Low: 3 No Data: 23
Theme Radar
Editorial Channel
What the content says
+0.45
Article 27Cultural Participation
High Framing Practice
Editorial
+0.45
SETL
-0.16
Documentation enables participation in scientific advancement by providing free access to cutting-edge statistical methodology and peer-reviewed references, supporting intellectual and scientific cultural participation.
FW Ratio: 60%
Observable Facts
Documentation references peer-reviewed journal article (Chatterjee 2021) in Journal of the American Statistical Association.
Free public access allows any researcher to implement and build upon published methods.
Support for multiple computational backends (NumPy, PyTorch, JAX, Dask, CuPy) enables broad participation across computing environments.
GitHub link enables code inspection and community contribution.
Array API Standard support enables interoperability and scientific innovation.
Open-source licensing under community stewardship rather than proprietary control.
Inferences
Free access to implemented statistical methods removes barriers for researchers in developing economies or under-resourced institutions.
Multi-backend support democratizes access by supporting various computational platforms and hardware.
Citation of peer-reviewed primary literature supports scientific integrity and knowledge advancement.
GitHub integration enables scientific reproducibility and collaborative improvement.
+0.35
Article 26Education
Medium Framing Practice
Editorial
+0.35
SETL
-0.14
Documentation supports right to education by providing free access to advanced statistical methodology, enabling self-directed learning in scientific computing.
FW Ratio: 57%
Observable Facts
Documentation is free and publicly available to all users.
Structured format with clear parameter descriptions and examples supports learner comprehension.
Version selector allows learners to access documentation matching their installed SciPy version.
Accessibility features enable learning for users with diverse abilities and technical proficiency.
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Article 19Freedom of Expression
Medium Framing Practice
Editorial
+0.30
SETL
-0.13
Documentation provides publicly accessible scientific information supporting informed opinion formation; open methodology allows peer scrutiny and knowledge dissemination.
FW Ratio: 60%
Observable Facts
Documentation is publicly accessible and can be freely read by any internet user.
Content includes full technical methodology with references to peer-reviewed literature.
GitHub link provided for source code access and community contribution.
Inferences
Public documentation format enables widespread dissemination of statistical methodology.
Transparency in methodology supports informed critique and knowledge formation.
+0.30
Article 28Social & International Order
Medium Framing Practice
Editorial
+0.30
SETL
-0.13
Documentation embodies social order supporting human rights through free access to scientific tools that enable evidence-based decision-making and rational inquiry foundational to rights-respecting societies.
FW Ratio: 60%
Observable Facts
Documentation is hosted on community-maintained scientific infrastructure.
Content provides tools and methods for objective analysis and evidence-based reasoning.
Open governance model underlying SciPy reflects democratic participation in scientific stewardship.
Community stewardship model demonstrates institutional commitment to collective welfare over proprietary profit.
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PreamblePreamble
Medium Framing
Editorial
+0.25
SETL
-0.12
Documentation presents scientific method as accessible tool for understanding data relationships, implicitly supporting universal access to knowledge and rational inquiry underlying human rights frameworks.
FW Ratio: 60%
Observable Facts
Page provides skip-to-main-content navigation and keyboard shortcuts (Ctrl+K).
Documentation includes version selector allowing access to multiple documentation versions.
Content is freely accessible without paywalls or authentication barriers.
Inferences
Navigation accessibility features suggest intentional design for universal usability.
Free public access to statistical methods documentation aligns with democratization of scientific knowledge.
ND
Article 1Freedom, Equality, Brotherhood
Low
Content does not directly address human dignity or equality of rights.
FW Ratio: 50%
Observable Facts
Documentation is publicly accessible without subscription or payment.
Inferences
Free access structure suggests respect for equal dignity through removal of economic barriers.
ND
Article 2Non-Discrimination
Low
No explicit content addressing discrimination.
FW Ratio: 75%
Observable Facts
Page implements skip-to-main-content navigation.
Keyboard shortcuts provided (Ctrl+K for search).
Version selection interface available for all users.
Inferences
Accessibility features reduce barriers for users with visual, motor, or cognitive disabilities.
ND
Article 3Life, Liberty, Security
Content does not address right to life, liberty, or security.
ND
Article 4No Slavery
Content does not address slavery or forced servitude.
ND
Article 5No Torture
Content does not address torture or cruel treatment.
ND
Article 6Legal Personhood
Content does not address right to recognition before law.
ND
Article 7Equality Before Law
Content does not address equal protection before law.
ND
Article 8Right to Remedy
Content does not address remedies for rights violations.
ND
Article 9No Arbitrary Detention
Content does not address arbitrary arrest or detention.
ND
Article 10Fair Hearing
Content does not address right to fair trial.
ND
Article 11Presumption of Innocence
Content does not address presumption of innocence.
ND
Article 12Privacy
Content does not address privacy or family life.
ND
Article 13Freedom of Movement
Content does not address freedom of movement.
ND
Article 14Asylum
Content does not address asylum or refugee rights.
ND
Article 15Nationality
Content does not address nationality rights.
ND
Article 16Marriage & Family
Content does not address marriage or family rights.
ND
Article 17Property
Content does not address property rights.
ND
Article 18Freedom of Thought
Content does not address freedom of thought or conscience.
ND
Article 20Assembly & Association
Low
Content does not address freedom of assembly.
FW Ratio: 50%
Observable Facts
Scientific Python Forum link available in documentation navigation.
Inferences
Forum link suggests support for community discussion and collective knowledge building.
ND
Article 21Political Participation
Content does not address political participation.
ND
Article 22Social Security
Content does not address social security or welfare rights.
ND
Article 23Work & Equal Pay
Content does not address labor or employment rights.
ND
Article 24Rest & Leisure
Content does not address rest and leisure rights.
ND
Article 25Standard of Living
Content does not address health and standard of living.
ND
Article 29Duties to Community
Content does not address duties or community obligations.
ND
Article 30No Destruction of Rights
Content does not address prevention of rights restriction.
Structural Channel
What the site does
Domain Context Profile
Element
Modifier
Affects
Note
Privacy
—
No personal data collection visible; documentation site with minimal tracking signals.
Terms of Service
—
Standard open-source documentation; no restrictive terms observed.
Accessibility
+0.15
Article 2 Article 26
Page includes skip-to-content navigation, version selection, search functionality, and structured documentation format supporting universal access to scientific information.
Mission
+0.10
Article 27
SciPy is open-source scientific computing library; documentation reflects commitment to democratizing statistical methods and computational science.
Editorial Code
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Technical documentation follows scientific standards; no editorial bias observed.
Ownership
—
Open-source project under community stewardship; no proprietary restrictions.
Access Model
+0.20
Article 26 Article 27
Free, publicly accessible documentation supporting universal right to participate in scientific advancement.
Ad/Tracking
—
No advertising or tracking mechanisms detected on documentation page.
+0.50
Article 27Cultural Participation
High Framing Practice
Structural
+0.50
Context Modifier
+0.30
SETL
-0.16
Open-source, community-driven platform with GitHub access, references to peer-reviewed literature, and multiple computational backend support (NumPy, PyTorch, JAX, Dask, CuPy) democratizes participation in scientific computing.
+0.40
Article 26Education
Medium Framing Practice
Structural
+0.40
Context Modifier
+0.30
SETL
-0.14
Accessible documentation structure with version selection, search, and keyboard navigation enables equitable access to educational content for diverse learners.
+0.35
Article 19Freedom of Expression
Medium Framing Practice
Structural
+0.35
Context Modifier
0.00
SETL
-0.13
Open publication on public documentation site without paywalls or content restrictions supports freedom to seek, receive, and impart information.
+0.35
Article 28Social & International Order
Medium Framing Practice
Structural
+0.35
Context Modifier
0.00
SETL
-0.13
Public open-source infrastructure supported by scientific community stewardship demonstrates institutional commitment to establishing conditions where rights can be realized.
+0.30
PreamblePreamble
Medium Framing
Structural
+0.30
Context Modifier
0.00
SETL
-0.12
Open documentation structure with version selection, search, and skip-to-content navigation supports equitable access to scientific information.
+0.25
Article 2Non-Discrimination
Low
Structural
+0.25
Context Modifier
+0.15
SETL
ND
Universal web accessibility features (skip navigation, keyboard support, structured HTML) enable access for users with diverse abilities.
+0.20
Article 1Freedom, Equality, Brotherhood
Low
Structural
+0.20
Context Modifier
0.00
SETL
ND
Open-source design implies non-discriminatory access to computational tools regardless of economic status.
+0.15
Article 20Assembly & Association
Low
Structural
+0.15
Context Modifier
0.00
SETL
ND
Link to Scientific Python Forum provides community engagement infrastructure.
ND
Article 3Life, Liberty, Security
No observable structural signals relevant to this article.
ND
Article 4No Slavery
No observable structural signals relevant to this article.
ND
Article 5No Torture
No observable structural signals relevant to this article.
ND
Article 6Legal Personhood
No observable structural signals relevant to this article.
ND
Article 7Equality Before Law
No observable structural signals relevant to this article.
ND
Article 8Right to Remedy
No observable structural signals relevant to this article.
ND
Article 9No Arbitrary Detention
No observable structural signals relevant to this article.
ND
Article 10Fair Hearing
No observable structural signals relevant to this article.
ND
Article 11Presumption of Innocence
No observable structural signals relevant to this article.
ND
Article 12Privacy
No observable structural signals relevant to this article.
ND
Article 13Freedom of Movement
No observable structural signals relevant to this article.
ND
Article 14Asylum
No observable structural signals relevant to this article.
ND
Article 15Nationality
No observable structural signals relevant to this article.
ND
Article 16Marriage & Family
No observable structural signals relevant to this article.
ND
Article 17Property
No observable structural signals relevant to this article.
ND
Article 18Freedom of Thought
No observable structural signals relevant to this article.
ND
Article 21Political Participation
No observable structural signals relevant to this article.
ND
Article 22Social Security
No observable structural signals relevant to this article.
ND
Article 23Work & Equal Pay
Content does not address labor or employment rights.
ND
Article 24Rest & Leisure
No observable structural signals relevant to this article.
ND
Article 25Standard of Living
No observable structural signals relevant to this article.
ND
Article 29Duties to Community
No observable structural signals relevant to this article.
ND
Article 30No Destruction of Rights
No observable structural signals relevant to this article.