Multiple genome viewer (MGV): a new tool for visualization and comparison of multiple annotated genomes is a dataset published in Mammalian Genome (2021). On theSindex it has a DataRank of 0.499, placing it in the top 38.4% of the data-sharing corpus. It has been cited 8 times, with 6 citing works in its 1-hop citation network. Its calibrated FAIR score is 50/100.
Ranks in the top 38% 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 software for the MGV viewer and the scripts for preparing the data files used by the viewer are available at GitHub: https:// github. com/ mgijax/ mgv and https:// github. com/ mgijax/ mgv_ data, respectively.”
The paper provides web addresses (URLs) for the data, not a persistent identifier from the accepted PID scheme list. [majority verdict 'partial' (3/5 passes agreed)]
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'
“The software for the MGV viewer and the scripts for preparing the data files used by the viewer are available at GitHub: https:// github. com/ mgijax/ mgv and https:// github. com/ mgijax/ mgv_ data, respectively.”
GitHub is a code-hosting platform, not a curated data repository from the listed class-1 set. [majority verdict 'partial' (3/5 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 software for the MGV viewer and the scripts for preparing the data files used by the viewer are available at GitHub: https:// github. com/ mgijax/ mgv and https:// github. com/ mgijax/ mgv_ data, respectively.”
The dataset identifier (GitHub URLs) appears only in the body text, not in the reference list. [majority verdict 'partial' (3/5 passes agreed)]
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
“MGV is accessible from the mouse genome informatics (MGI) web site (http:// www. infor matics. jax. org/ mgv/).”
The data availability statement points to a web site, not a repository record with an accession or DOI.
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
“MGV comprises two software components: the viewer itself, a JavaScript application running in the browser, and the scripts (Python and shell) for preparing the data files used by the viewer.”
The paper describes the dataset's content (the two software components) in running prose, but not in an itemised inventory. [majority verdict 'partial' (3/5 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 software for the MGV viewer and the scripts for preparing the data files used by the viewer are available at GitHub: https:// github. com/ mgijax/ mgv and https:// github. com/ mgijax/ mgv_ data, respectively.”
The GitHub repositories are publicly accessible with no stated precondition.
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 software for the MGV viewer and the scripts for preparing the data files used by the viewer are available at GitHub: https:// github. com/ mgijax/ mgv and https:// github. com/ mgijax/ mgv_ data, respectively.”
The paper provides the GitHub URL as the access route, which implies an action of visiting the site, but no explicit access-level label is given. [majority verdict 'partial' (3/5 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 not sensitive or human-subject, and no gatekeeper is named.
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 mention any retention period or availability timeline for 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'
No file format is named for the released code; the programming languages (JavaScript, Python) are not in the open data format list. [majority verdict 'no' (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 is named and applied to the code. [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'
No identifier (DOI, accession, RRID, etc.) for an external resource is provided in the text. [majority verdict 'no' (4/5 passes agreed)]
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'
The paper does not state a license for the data (software); the CC BY 4.0 license applies only to the article.
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 provided for the software snapshot.
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 software for the MGV viewer and the scripts for preparing the data files used by the viewer are available at GitHub: https:// github. com/ mgijax/ mgv and https:// github. com/ mgijax/ mgv_ data, respectively.”
The paper provides a machine-resolvable locator (GitHub URL) for the 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)
“U24 HG000330 and U24 HG10859”
The paper includes specific grant numbers from the NIH.
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
“The viewer is a single-page JavaScript web app written with the Vue.js reactive framework.”
The paper names the specific frameworks and languages used to produce the software (JavaScript, Vue.js, Python, shell). [majority verdict 'yes' (3/5 passes agreed)]
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
The paper does not include a documentation object (e.g., README, data dictionary) or an internal table defining the data files or variables. [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 →
Base Score Contribution
0.330
From this paper's citation signal
Citation Network Contribution
0.170
From 5 citing papers with measurable signal
Ranked by each citer's contribution to N(p) — log1p(Cq) divided by its reference count — out of 6 citers.
national human genome research institute
Grant: U24 HG000330
national human genome research institute
Grant: U24 HG10859
NHGRI NIH HHS
Grant: U24 HG010859
National Institutes of Health
Grant: 5U24HG010859-05
Alliance Central: A platform for sustainable development of next generation genome knowledgebases
National Institutes of Health
Grant: 5U24HG000330-34
Mouse Genome Database (MGD): A Core Knowledge Resource for Functional Characterization of the Human Genome
FWCI
0.37
Citation Percentile
0.6%
Citation Trend
Fields of Study
MeSH Terms
Keywords