Dataverse
Description[edit]
'Dataverse' is an open source (code is available on GitHub) web application to share, preserve, cite, explore and analyze research data. It facilitates making data available to others, and allows you to replicate others' work (see their About page). Researchers, data authors, publishers, data distributors, and affiliated institutions all receive appropriate credit via a data citation with a persistent identifier (DOI, or Handle).
A Dataverse repository hosts multiple dataverses (see diagram). Each dataverse contains dataset(s) or other dataverses, and each dataset contains descriptive metadata and data files (including documentation and code that accompany the data - see diagram).
Provider[edit]
Institute for Quantitative Social Science at Harvard University, along with many collaborators and contributors worldwide.
Licensing and cost[edit]
Apache 2 License – free.
Platform and interoperability[edit]
The Dataverse makes use of the following components: Java Server Faces; Enterprise Java Beans; PostgreSQL; Solr; and R and Zelig. Prerequisites for installation include Oracle JDK or OpenJDK, a “virgin” installation of Glassfish Version 4.1+, preferably as part of the NetBeans Web Development bundle, PostgreSQL Version 9.3+, and R. The software was designed to integrate reCAPTCHA, Google Analystics, ImageMagick, Shibboleth, and DOI registration via EZID if the installer so wishes. The Dataverse currently has multiple open APIs available, which allow for searching, depositing and accessing data.
Functional notes[edit]
Dataverses can be configured for multiple levels of access (at the dataverse, dataset and file level). Dataverse will accept any format, but will give full support to tabular data or fits file data (astronomy format). SPSS, STATA, R and csv are the preferred formats; data in these formats will be eligible for subsettable features, multiple formats for download, and a Universal Numerical Fingerprint (UNF). These files will be eligible for subsetting and pre-defined measurements. Dataverse has the capability to register DOIs from EZID, which allows the repository to assign persistent identifiers to data sets.
Documentation and user support[edit]
The website contains extensive software documentation, including user, installer, and developer guides. A Users google group appears to be reasonably active, along with a specific support email address.
Usability[edit]
The Dataverse software provides a web-based interface for both administrators and users. The package includes an installer, which is run through the command line; basic install is designed to be very quick. Comfort with command-line interface and general systems knowledge appear to be crucial for configuration and installation of any add-ons.
Expertise required[edit]
To take full advantage of the archival management features in the software, users should have a firm grasp on the metadata expectations for their field.
Standards compliance[edit]
The software supports numerous metadata standards, including DDI, Dublin Core, Data Cite, Virtual Observatory (for astronomy), ISA-Tab (for biomedical). Each dataset is also given a data citation with a persistent global unique identifier that is in compliance with DataCite and the Joint Declaration of Data Citation Principles.
Influence and take-up[edit]
Current installations include
- Harvard University: A collaboration with the Institute for Quantitative Social Science (IQSS), the Harvard Library, and Harvard University Information Technology (HUIT): the Harvard Dataverse is a repository for sharing, citing, analyzing, and preserving research data; open to all scientific data from all disciplines worldwide.
- Odum Institute
- Dutch Universities (DANS)
- Fudan University
- University of Alberta Libraries
- Department of Cross Cultural and Regional Studies, University of Copenhagen (ToRS)
- ABACUS - British Columbia Research Libraries' Data Services
- Scholars Portal - Ontario Council of University Libraries (OCUL)
- HeiDATA - Heidelberg University
- UiT Open Research Data - UiT The Arctic University of Norway
User Experiences[edit]
Development Activity[edit]
Version 4.0 was released in April 2015. The current version (in December 2015) is 4.2.2. The software is continually development, as revealed by an active issues tracking page. The project is Harvard-sponsored, and appears to have support for the foreseeable future. All development activity is visible on GitHub: http://github.com/IQSS/dataverse/commits
Release Feed[edit]
Below the last 3 release feeds:
- 2025-03-18 21:23:52
- [tag:github.com,2008:Repository/14051004/v6.6 v6.6]
- by stevenwinship
- 2024-12-12 21:10:11
- [tag:github.com,2008:Repository/14051004/v6.5 v6.5]
- by ofahimIQSS
- 2024-11-06 16:21:56
- [tag:github.com,2008:Repository/14051004/v6.4 v6.4]
- by ofahimIQSS
Activity Feed[edit]
Below the last 5 commits:
- 2025-03-18 20:42:05
- [tag:github.com,2008:Grit::Commit/c6b6dac5c3dcc9b78bbc7765ba0eae0fc96a4b81 Release 6.6 (#11355)]
- by stevenwinship https://github.com/stevenwinship
- 2025-03-18 20:10:19
- [tag:github.com,2008:Grit::Commit/269335645faa4385efb578b36b169f01e588f24f merge develop to master (#11352)]
- by stevenwinship https://github.com/stevenwinship
- 2024-12-12 16:40:00
- [tag:github.com,2008:Grit::Commit/d9cc5ebcaca1c4fdb651468d314ec7cb2dc1e067 Merge pull request #11093 from IQSS/develop]
- by ofahimIQSS https://github.com/ofahimIQSS
- 2024-12-12 15:05:14
- [tag:github.com,2008:Grit::Commit/a4d01270da53e1d76420c3f607a699f05e59fa8c Merge pull request #11091 from IQSS/10954-bump-to-6.5]
- by ofahimIQSS https://github.com/ofahimIQSS
- 2024-12-11 21:14:13
- [tag:github.com,2008:Grit::Commit/d9c03e0cf93b4cb6a8b1fadd838a3df5737d4bb4 make change for proper tagging of images #10954]
- by pdurbin https://github.com/pdurbin