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NIH Data Sharing Index (S-Index) Example Dataset Records
Professional compliance and sharing index analytics for NIH-funded research datasets.
📂 Audit Data Source:
Source: Example Dataset Records
📐 How is the CoreAI Experimental S-Index calculated? (Formula & Scoring Weights)
The CoreAI Experimental S-Index evaluates dataset FAIRness, metadata completeness, repository interoperability, and citation impact for research datasets:
CoreAI Experimental S-Index = [ (FAIR Score × 0.40) + (Metadata Quality × 0.30) + (Repo Interoperability × 0.20) + (Impact × 0.10) ] / 100
1. FAIR Compliance (40%)
Findability, Accessibility, Interoperability, and Reusability evaluation.
2. Metadata Quality (30%)
MINiML / SOFT XML schema attribute completeness and machine readability.
3. Repo Interoperability (20%)
Open persistent identifier resolution (GEO, DOI, Zenodo).
4. Citation & Impact (10%)
PubMed publication linkage, citations, and re-use count signals.
Note: The CoreAI Experimental S-Index is an internal research metric designed to assist in dataset FAIR auditing and compliance tracking. It is not an official NIH policy metric.
Repositories
1
Active evaluated sources
Datasets
13
Evaluated pipelines
Average FAIR Score
95.7%
Compliance average
Average S-index
0.87
Calculated platform score
Compliance Analytics Charts
Interactive metrics| Dataset | Repository | FAIR | Metadata | Documentation | S-index | |
|---|---|---|---|---|---|---|
|
Advanced physiological maturation of iPSC-derived human cardiomyocytes using an algorithm-directed optimization of defined media components
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 13/15 | 0.8 | |
|
Silk scaffolding drives self-assembly of functional and mature human brain organoids [RNA-seq]
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.82 | |
|
Human prefrontal cortex gene regulatory dynamics from gestation to adulthood at single-cell resolution
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.85 | |
|
CITE-seq: Large scale simultaneous measuremnt of epitopes and transcriptomes in single cells
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.85 | |
|
The emergent landscape of the mouse gut endoderm at single-cell resolution
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.85 | |
|
Human amygdala-like telencephalic organoids from Pluripotent Stem Cells
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.77 | |
|
Differentiation of Human induced Pluripotent Stem Cells to Authentic Macrophages using Defined, Serum Free, Open Source Media
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.9 | |
|
Expression data from primary medulloblastoma samples
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.92 | |
|
Breast cancer relapse free survival
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.92 | |
|
Human tri-tissue organoids model neuromusculoskeletal development and disease [bulk RNA-Seq]
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.84 | |
|
A human cell atlas of fetal gene expression
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.92 | |
|
A survey of human brain transcriptome diversity at the single cell level
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.92 | |
|
Transcriptional dynamics of iPSC differentiation into β cells revealed by single-cell RNA sequencing
|
Gene Expression Omnibus (GEO)
Live NCBI GEO Metadata
|
95.71% | 15/15 | 10/15 | 0.9 |