NowIKnowMyABCD: A global resource hub for researchers using data from the ABCD Study is a dataset published in Developmental Cognitive Neuroscience (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 54/100.
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.
“http://github.com/now-i-know-my-abcd”
The identifier is a GitHub URL, not 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'
“Code specific to our website and twitter pipeline can be found at: http://github.com/now-i-know-my-abcd”
GitHub is a code hosting platform, not a dedicated data repository. [majority verdict 'partial' (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
“http://github.com/now-i-know-my-abcd”
The dataset identifier appears only in the body text (Data Availability section), 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
“Data Availability Code specific to our website and twitter pipeline can be found at: http://github.com/now-i-know-my-abcd”
The statement points to a GitHub repository, which is a public repository with a persistent link. [majority verdict 'yes' (3/5 passes agreed)]
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 discussion board combines features of platforms such as Slack and Stack Exchange, offering discussion threads that are categorized under broader 'channels'.”— not found in the paper; verdict downgraded
The paper describes the resource in prose but does not itemize the dataset's files or variables. [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'
“Code specific to our website and twitter pipeline can be found at: http://github.com/now-i-know-my-abcd”
The GitHub URL is given with no stated precondition, implying unconditional 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
“Code specific to our website and twitter pipeline can be found at: http://github.com/now-i-know-my-abcd”
The paper does not label the access level but describes the action of obtaining the data from GitHub. [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 paper's own data are code and are not sensitive; no gatekeeper is mentioned.
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
No statement about when the data are available or how long they persist.
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'
“Both data and metadata were extracted as JavaScript Object Notation (JSON) files”— not found in the paper; verdict downgraded
JSON 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
No community standard vocabulary or ontology is named for 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'
“Jupyter Book (v0.10). Zenodo. 10.5281/zenodo.4539666”
The paper provides a DOI for the Jupyter Book software used to build the website. [majority verdict 'yes' (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'
No license is attached to the data; the CC BY-NC-ND license 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 given for the data.
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'
“Code specific to our website and twitter pipeline can be found at: http://github.com/now-i-know-my-abcd”
A machine-resolvable GitHub URL 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)
“R25MH112480”
A grant number is provided for the funding.
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
“We used the Python (v3.9) package snscrape (JustAnotherArchivist, 2018)”— not found in the paper; verdict downgraded
The paper names specific tools and versions used to produce the data. [downgraded to 'partial' — no verifiable quote from the paper] [majority verdict 'partial' (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
No documentation object (README, codebook) is mentioned 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 →
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 →National Institute of Neurological Disorders and Stroke
Grant: R25MH125545
National Institute on Drug Abuse
Grant: R25-DA051675
National Institutes of Health
Grant: U01DA050988
National Institutes of Health
Grant: U01DA041048
National Institutes of Health
Grant: U01DA041106
National Institutes of Health
Grant: U01DA050987
National Institutes of Health
Grant: U01DA041117
National Institutes of Health
Grant: U01DA041134
National Institutes of Health
Grant: U01DA051016
National Institutes of Health
Grant: U01DA041148
National Institutes of Health
Grant: U01DA041028
National Institutes of Health
Grant: U01DA041093
National Institutes of Health
Grant: U01DA051018
National Institutes of Health
Grant: U01DA041156
National Institutes of Health
Grant: U01DA041089
National Institutes of Health
Grant: U01DA041174
National Institutes of Health
Grant: U01DA051038
National Institutes of Health
Grant: U24DA041123
National Institutes of Health
Grant: U01DA041022
National Institutes of Health
Grant: U01DA050989
National Institutes of Health
Grant: U01DA041120
National Institutes of Health
Grant: U01DA051039
National Institutes of Health
Grant: U24DA041147
National Institutes of Health
Grant: U01DA041025
National Institutes of Health
Grant: U01DA051037
National Institute of Mental Health
Grant: R25MH112480
Eunice Kennedy Shriver National Institute of Child Health and Human Development
National Institute on Alcohol Abuse and Alcoholism
National Cancer Institute
National Institute on Minority Health and Health Disparities
FWCI
0.32
Citation Percentile
0.5%
Citation Trend
Fields of Study
MeSH Terms
Keywords