Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
7
datasets available to search
ShareScore release 0.9.0
Dataset results
7 results for “Identifier Names”
Understanding Digits in Identifier Names: An Exploratory Study
<p>This is the dataset that accompanies the study: "<strong>Understanding Digits in Identifier Names: An Exploratory Study</strong>." This study has been accepted for publication at: The 1<sup>st</sup> International Workshop on Natural Language-based Software Engineering (NLBSE 2022).</p> <p> </p> <p><strong><em>Following is the abstract of the study:</em></strong></p> <p>Before any software maintenance can occur, developers must read the identifier names found in the code to be maintained. Thus, high-quality identifier names are essential for productive program comprehension and maintenance activities. With developers free to construct identifier names to their liking, it can be difficult to automatically reason about the quality and semantics behind an identifier name. Studying the structure of identifier names can help alleviate this problem. Existing research focuses on studying words within identifiers, but there are other symbols that appear in identifier names-- such as digits. This paper explores the presence and purpose of digits in identifier names through an empirical study of 800 open-source Java systems. We study how digits contribute to the semantics of identifier names and how identifier names that contain digits evolve over time through renaming. We envision our findings improving the efficiency of name appraisal and recommendation tools and techniques.</p> <p> </p>
BioNames persistent identifiers for taxonomic names and publications
<p>Linked data for taxonomic names in BioNames linked to publications of those names. Triples use terms from http://schema.org vocabulary, taxonomic names identified by Life Science Identifiers, publications identified with DOIs.</p>
Index Fungorum persistent identifiers for taxonomic names and publications
<p>Linked data for taxonomic names in Index Fungorum linked to publications of those names. Triples use terms from http://schema.org vocabulary, fungal names identified by Life Science Identifiers, publications identified with DOIs.</p>
DIRE: A Neural Approach to Decompiled Identifier Naming
<p>This dataset is released as a companion to the paper "DIRE: A Neural Approach to Decompiled Identifier Naming", appearing in the proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019).</p> <p>It contains information generated by decompiling 3,195,962 functions found in 164,632 unique binaries generated from C code scraped from GitHub. For practicality, the dataset is partitioned into 16 archives by the first hexadecimal digit of the SHA-256 hash of the binary used to generate it. Each of the 16 archives contains approximately 10,000 JSONL files, named according to a binary's hash. Each JSONL file consists of a single JSON object per-line corresponding to a single function in the decompiled binary.</p> <p>Archives are provided in both GZIP and BZIP2 format.</p> <p>See the README file for more information.</p>
TA B L E 2 Identified R packages useful for taxonomic name harmonization. Square brackets indicate supplementary references in Harmonizing taxon names in biodiversity data: A review of tools, databases and best practices
TA B L E 2 Identified R packages useful for taxonomic name harmonization. Square brackets indicate supplementary references
IPNI persistent identifiers for taxonomic names and publications
<p>Linked data for taxonomic names in IPNI linked to publications of those names. Triples use terms from http://schema.org vocabulary, plant names identified by Life Science Identifiers, publications identified with DOIs.</p>
The Monument Test : A New Tool for Assessing the Ability to Name and Identify Unique Entities. (TeDIMO)
ClinicalTrials.gov study NCT07367880. IPD Sharing: Not stated. Countries: 0. Publications: 0.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.