Severe Acute Respiratory Syndrome Coronavirus-2 Lambda Variant Collected from a Child from Arkansas and Sequenced is a dataset published in Microbiology Resource Announcements (2023). On theSindex it has a DataRank of 0, placing it in the top 100% of the data-sharing corpus. Its calibrated FAIR score is 67/100.
Ranks in the top 100% for downstream scientific impact
Linked data & code
DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?
FAIR checklist signals are shown for context only and do not affect DataRank scoring.
Full FAIR picture · advisory
The headline score is computed from the scored criteria — the fact-shaped checks (a repository, an accession, a licence) that two independent models agree on. The advisory criteria below are real FAIR guidance but rest on judgment calls that models read differently, so they inform without moving the number.
“The consensus sequence for the Illumina platform has been deposited to GenBank ( OP589812 ); raw sequences were deposited into the NCBI SRA database ( SRR21817417 ).”
The paper provides GenBank and SRA accession numbers, which are persistent identifiers in the accepted PID scheme.
RDA-F1-01D — FAIR Data Maturity Model: 'Data is identified by a persistent identifier' (priorit · RDA-F1-02D — FAIR Data Maturity Model: 'Data is identified by a globally unique identifier' · FsF-F1-02D — F-UJI/FAIRsFAIR: 'Data is assigned a persistent identifier'
“GenBank”
The paper names GenBank and NCBI SRA, both of which are data repositories registered in re3data. [majority verdict 'yes' (4/5 passes agreed)]
RDA-F4-01M — FAIR Data Maturity Model: metadata is offered so it can be harvested and indexed ( · NIH DMS Policy Element 4 (NOT-OD-21-014) — name the repository where data will be archived · NSTC Desirable Characteristics of Data Repositories (2022) — 'Long-Term Sustainability', 'Reten
“The consensus sequence for the Illumina platform has been deposited to GenBank ( OP589812 ); raw sequences were deposited into the NCBI SRA database ( SRR21817417 ).”
The dataset identifiers appear in the body text (data availability statement) but not in the reference list.
FORCE11 Joint Declaration of Data Citation Principles (2014) — data should be cited as a first- · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes · FsF-F3-01M — F-UJI: 'Metadata includes the identifier of the data it describes'
Advisory · not in the published score
“The consensus sequence for the Illumina platform has been deposited to GenBank ( OP589812 ); raw sequences were deposited into the NCBI SRA database ( SRR21817417 ). The Oxford Nanopore assembly sequence has been deposited to GenBank ( OM462008 ); raw sequences were deposited into the NCBI SRA database ( SRR22753266 ).”
The data availability statement points to repository records with accessions, conforming to Colavizza category 3.
Colavizza, Hrynaszkiewicz, Staden, Whitaker & McGillivray (2020), 'The citation advantage of li · Springer Nature research data policy — Data Availability Statements: standard statement templat · RDA-F3-01M — metadata clearly and explicitly includes the identifier of the data it describes
“The consensus sequence for the Illumina platform has been deposited to GenBank ( OP589812 ); raw sequences were deposited into the NCBI SRA database ( SRR21817417 ).”
The dataset content is described only in running prose; there is no itemized inventory such as a section, table, or list. [majority verdict 'partial' (4/5 passes agreed)]
RDA-F2-01M — 'Rich metadata is provided to allow discovery' (priority Essential) · FsF-F2-01M — F-UJI: 'Metadata includes descriptive core elements to support data findability' · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data'
“The consensus sequence for the Illumina platform has been deposited to GenBank ( OP589812 ); raw sequences were deposited into the NCBI SRA database ( SRR21817417 ).”
The data are deposited in public repositories with no stated precondition for access.
RDA-A1.1-01D — 'Data is accessible through a free access protocol' · FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · NSTC Desirable Characteristics of Data Repositories (2022) — 'Free and Easy Access'
Advisory · not in the published score
“The consensus sequence for the Illumina platform has been deposited to GenBank ( OP589812 ); raw sequences were deposited into the NCBI SRA database ( SRR21817417 ).”
The paper describes the action of depositing data but does not apply an explicit access-level label (e.g., open access) to the data. [majority verdict 'partial' (4/5 passes agreed)]
FsF-A1-01M — F-UJI: 'Metadata contains access level and access conditions of the data' · RDA-A1-01M — metadata contains information to enable the user to get access to the data · COAR Controlled Vocabularies — Access Rights v1.0 (open / embargoed / restricted / metadata-onl
The data are from a human subject but are deposited in open repositories without any named gatekeeper or access control.
NIH Genomic Data Sharing Policy (NOT-OD-14-124) — controlled-access via a Data Access Committee · RDA-A1.2-01D — 'Data is accessible through an access protocol that supports authentication and · NIH DMS Policy Element 5 (NOT-OD-21-014) — Access, Distribution, or Reuse Considerations (conse
The paper does not state any temporal commitment regarding persistence or availability of the data.
NIH DMS Plan Element 4 (NOT-OD-21-014) — Data Preservation, Access, and Associated Timelines · NSTC Desirable Characteristics (2022), Organizational Infrastructure: 'Retention Policy' · RDA-A2-01M — 'Metadata is guaranteed to remain available after data is no longer available'
“Demultiplexed FASTQ files were subsequently processed”
FASTQ is an open, community-standard file format named for the data. [majority verdict 'yes' (3/5 passes agreed)]
FsF-R1.3-02D — F-UJI: 'Data is available in a file format recommended by the target research co · RDA-R1.3-02D — data is expressed in a machine-understandable community standard · RDA-I1-01D — data uses a knowledge representation expressed in a standardised format
Advisory · not in the published score
No data or metadata community standard (e.g., MIAME, GO) is named for the data. [majority verdict 'no' (4/5 passes agreed)]
RDA-R1.3-01M — 'Metadata complies with a community standard' (priority Essential) · RDA-R1.3-01D — 'Data complies with a community standard' · RDA-I2-01M — '(Meta)data use vocabularies that follow FAIR principles'
“NC_045512.2”
The paper provides an identifier (NC_045512.2) for the reference genome used, which is a resource other than its own dataset.
RDA-I3-01M — '(meta)data include references to other (meta)data' · RDA-I3-03M — 'metadata includes qualified references to other metadata' · FsF-I3-01M — F-UJI: 'Metadata includes links between the data and its related entities'
No licence for the data is stated; the paper's CC BY licence applies to the article only.
RDA-R1.1-01M — 'Metadata includes information about the licence under which the data can be reu · RDA-R1.1-02M — 'Metadata refers to a standard reuse licence' · RDA-R1.1-03M — 'Metadata refers to a machine-understandable reuse licence'
No version token or date is stated for the data; the accession numbers are identifiers but not version tokens.
DataCite Metadata Schema 4.6 — the 'Version' property · RDA-R1.2-01M — provenance information (which version was used is provenance) · NSTC Desirable Characteristics of Data Repositories (2022) — 'Provenance', 'Retention Policy'
The paper does not provide any locator for the study's own code.
NIH DMS Policy Element 2 (NOT-OD-21-014) — 'Related Tools, Software and/or Code' · FAIR4RS Principles v1.0 (Chue Hong et al., 2022; RDA/FORCE11/ReSA) — FAIR Principles for Resear · FORCE11 Software Citation Principles (Smith, Katz & Niemeyer, 2016, PeerJ CS 2:e86)
“P20GM103625”
The paper lists specific grant numbers (e.g., P20GM103625) in the acknowledgments.
DataCite Metadata Schema 4.6 — 'FundingReference' property (funderName, funderIdentifier, award · Crossref Funder Registry — canonical funder identifiers for funding metadata · RDA-F2-01M — rich metadata provided to allow discovery (funding is part of the descriptive reco
Advisory · not in the published score
“Oxford Nanopore GridION device”
The paper names specific instruments and software used to produce the data, such as the Oxford Nanopore GridION.
RDA-R1.2-01M — 'Metadata includes provenance information according to community- specific standa · FsF-R1.2-01M — F-UJI: 'Metadata includes provenance information about data creation or generati · W3C PROV-O (W3C Recommendation, 2013) — the entity/activity/agent model of provenance
No documentation object (README, data dictionary, codebook) is named as accompanying the data. [majority verdict 'no' (4/5 passes agreed)]
RDA-R1-01M — '(Meta)data are richly described with a plurality of accurate and relevant attribu · FsF-R1-01MD — F-UJI: 'Metadata specifies the content of the data' · NIH DMS Policy Element 3 (NOT-OD-21-014) — Standards (documentation and metadata to accompany t
Calibrated FAIR score — a parallel quality metric, independent of the DataRank citation score. See the full evaluation →
HHS | NIH | National Institute of General Medical Sciences
Grant: P20GM103625
HHS | NIH | National Institute of General Medical Sciences
Grant: P20GM130422
HHS | NIH | National Center for Advancing Translational Sciences
Grant: UL1TR003107
National Science Foundation
Grant: OIA-1946391
NCATS NIH HHS
Grant: KL2 TR000063
NCATS NIH HHS
Grant: KL2 TR001448
NIGMS NIH HHS
Grant: P20 GM121293
NCATS NIH HHS
Grant: UL1 TR001449
National Institutes of Health
Grant: 1P20GM130422-01A1
University of New Mexico Center for Metals in Biology and Medicine
National Institutes of Health
Grant: 5P20GM103625-02
Project 1 - Virus-Host Interactions in Gammaherpesvirus Pathogenesis
National Institutes of Health
Grant: 3UL1TR003107-02S1
CTSA Admin Supp QAQC - UL1 - Revision
National Science Foundation
Grant: 1946391
RII Track-1: Data Analytics that are Robust and Trusted (DART): From Smart Curation to Socially Aware Decision Making
FWCI
0.00
Citation Percentile
0.0%
Fields of Study
Keywords
Sustainable Development Goals