Quality wines in Italy and France: A dataset of protected designation of origin specifications is a dataset published in Data in Brief (2024). On theSindex it has a DataRank of 0.165, placing it in the top 70.2% of the data-sharing corpus. It has been cited 2 times, with 1 citing works in its 1-hop citation network. Its calibrated FAIR score is 71/100.
Ranks in the top 70% 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.
“Data identification number: 10.6084/m9.figshare.25393261.v2”
The paper provides a DOI for its own dataset, which is a persistent identifier 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'
“Repository name: figshare”
The paper names figshare as the repository holding the data, which is a recognised data repository.
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
“Candiago S. Tscholl S. Bassani L. Fraga H. Egarter Vigl L. Quality wines of Italy and France: a dataset of selected protected designation of origin specifications, figshare dataset, v2, 2024 10.6084/m9.figshare.25393261.v2”
The dataset identifier appears as a reference-list entry (reference [8]).
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
“Repository name: figshare Data identification number: 10.6084/m9.figshare.25393261.v2 Direct URL to data: https://figshare.com/articles/dataset/Quality_wines_in_Italy_and_France_a_dataset_of_protected_designation_of_origin_specifications/25393261”
The data-availability statement points to a repository record with a PID and direct link, matching 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
“Our dataset comprises a set of regulatory information for all the PDO wines produced in Italy and France as of 04.11.2021, usable by researchers and decision makers (see Fig. 1). We collected only information that was standardizable among the two countries and the PDO wines. The information collected covers several specifications related to wine products protected by the PDO quality scheme. This includes the name of the wine product as well as information about the PDO where it is produced (e.g., name and registration date), the colour of the wine and the category of the wine product. The dataset also includes information on several agronomic practices that must be used when producing the wine, such as the main varieties that make up a wine and the additional varieties that may be added to the product in lower percentages. The varieties are spelled using the OIV nomenclature, the letter at the end of the variety commonly specifies the grape colour (e.g., N = noir, B = blanc, G = gris). Additionally, the collected data also specifies the minimum usable planting density and maximum yield from the vineyards for each wine product.”— not found in the paper; verdict downgraded
The dataset content is described in running prose rather than an itemised inventory (section, table, or list). [downgraded to 'no' — no verifiable quote from the paper] [majority verdict 'no' (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 data is freely available through the Figshare data publisher”
The paper gives an unconditional route to the data via figshare 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 data is freely available through the Figshare data publisher”
The paper explicitly states that the data is freely available, which is a natural-language label for open access.
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 current work did not involve human subjects, animal experiments, or any data collected from social media platforms.”
The data are not sensitive or human-subject, and no gatekeeper is named; the paper explicitly states no human subjects were involved.
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 data is freely available through the Figshare data publisher”
The paper states the data is available now but does not specify how long it will persist, so only availability timing is given. [majority verdict 'partial' (3/5 passes agreed)]
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'
“.csv”— not found in the paper; verdict downgraded
The data is provided in CSV format, which is an open, community-standard format. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (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
“The varieties are spelled using the OIV nomenclature”
The paper names the OIV nomenclature, a community standard for vine varieties, applied to the data.
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'
“10.1038/s41597-022-01513-0”
The paper references another dataset with a DOI (reference [1]), providing an identifier for 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 license or terms document is named for the data; the CC BY license applies to the article, not the data explicitly.
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'
“Data identification number: 10.6084/m9.figshare.25393261.v2”
The dataset DOI includes a version token ('v2'), identifying the specific snapshot. [majority verdict 'yes' (4/5 passes agreed)]
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'
No code or custom software is mentioned, and no code availability statement is provided.
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)
“project number ASP 183”
The paper names specific grant numbers (e.g., ASP 183, ITAT1002) attached to funders.
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
“Next, we collected the relevant entries by copy-pasting them in a dedicated spreadsheet table before proceeding with their standardization using the Excel software.”— not found in the paper; verdict downgraded
The paper names Excel software as a specific tool used to produce the data. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (2/5 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
“Fig. 1 (a) PDO wine information included in our database (b) names of the fields included in our database and methodology for standardization.”
The variable-level definitions are provided inside the article (Figure 1 caption and text), but no separate documentation object is shipped with the data. [majority verdict 'partial' (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
0.165
From this paper's citation signal
Citation Network Contribution
0
From 0 citing papers with measurable signal
This paper's DataRank is currently driven only by its base citation score. None of the citing papers had measurable citation signal.
Learn more about DataRank methodology →Intramural NIH HHS
Grant: Z01 CT000002
Fields of Study
Keywords