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USER GUIDE — DATAVERSE.ORG Data Exploration Guide. TwoRavens: Tabular Data Exploration. Exploring and Analyzing Tabular files in Dataverse. Selection/Left Panel. Original Data and Subset Data. Variables, Models, and Summary. Modeling/Center Panel. DATA EXPLORATION GUIDE Data Exploration Guide¶. Note that the installation of Dataverse you are using may have additional or different tools configured. Developers interested in creating tools should refer to the External Tools section of the Installation Guide.. Contents:MAKE DATA COUNT
Make Data Count¶. Make Data Count is a project to collect and standardize metrics on data use, especially views, downloads, and citations. The Dataverse Software can integrate Make Data Count to collect and display usage metrics including counts of dataset views, SAMPLE DATA USAGE AGREEMENT **Note: This is a sample DUA for datasets that have de-identified human subject data This is an agreement (“Agreement”) between you the downloader (“Downloader”) and the owner of the materials (“User”) governing the use of the materials (“Materials”) to be downloaded. I. Acceptance of this Agreement By downloading or otherwise accessing the Materials, Downloader represents hisGEOSPATIAL DATA
A shapefile is a set of files, often uploaded/transferred in .zip format. This set may contain up to fifteen files. A minimum of three specific files ( .shp, .shx, .dbf) are needed to be a valid shapefile and a fourth file ( .prj) is required for some applications – or anytype of
SHIBBOLETH AND OAUTH Shibboleth and OAuth ¶. If you are working on anything related to users, please keep in mind that your changes will likely affect Shibboleth and OAuth users. BACKUPS — DATAVERSE.ORG Backups. Running tape, or similar backups to ensure the long term preservation of all the data stored in the Dataverse Repository is an implied responsibility that should be taken most seriously. In addition to running these disk-level backups, we have provided an experimental script that can be run on schedule (via a cron job orsomething
CLIENT LIBRARIES
Currently there are client libraries for Python, Javascript, R, and Java that can be used to develop against Dataverse Software APIs. We use the term “client library” on this page but “Dataverse Software SDK” (software development kit) is another way of describing these resources. They are designed to help developersexpress Dataverse
DEVELOPERS | THE DATAVERSE PROJECT The Dataverse Project Development Community is an active group of internal and external contributors to the Dataverse software codebase. From fixing bugs to writing documentation as well as creating integrations and client libraries, the community is a major part of the what makes the Dataverse software successful. Get involved by contributing, integrating, or participating. FINDING AND USING DATA Finding Data ¶. Without logging in to Dataverse, users can browse Dataverse, search for dataverses, datasets, and files, view dataset descriptions and files for published datasets, and subset, analyze, and visualize data for published (restricted & not restricted) datafiles.
USER GUIDE — DATAVERSE.ORG Data Exploration Guide. TwoRavens: Tabular Data Exploration. Exploring and Analyzing Tabular files in Dataverse. Selection/Left Panel. Original Data and Subset Data. Variables, Models, and Summary. Modeling/Center Panel. DATA EXPLORATION GUIDE Data Exploration Guide¶. Note that the installation of Dataverse you are using may have additional or different tools configured. Developers interested in creating tools should refer to the External Tools section of the Installation Guide.. Contents:MAKE DATA COUNT
Make Data Count¶. Make Data Count is a project to collect and standardize metrics on data use, especially views, downloads, and citations. The Dataverse Software can integrate Make Data Count to collect and display usage metrics including counts of dataset views, SAMPLE DATA USAGE AGREEMENT **Note: This is a sample DUA for datasets that have de-identified human subject data This is an agreement (“Agreement”) between you the downloader (“Downloader”) and the owner of the materials (“User”) governing the use of the materials (“Materials”) to be downloaded. I. Acceptance of this Agreement By downloading or otherwise accessing the Materials, Downloader represents hisGEOSPATIAL DATA
A shapefile is a set of files, often uploaded/transferred in .zip format. This set may contain up to fifteen files. A minimum of three specific files ( .shp, .shx, .dbf) are needed to be a valid shapefile and a fourth file ( .prj) is required for some applications – or anytype of
SHIBBOLETH AND OAUTH Shibboleth and OAuth ¶. If you are working on anything related to users, please keep in mind that your changes will likely affect Shibboleth and OAuth users. BACKUPS — DATAVERSE.ORG Backups. Running tape, or similar backups to ensure the long term preservation of all the data stored in the Dataverse Repository is an implied responsibility that should be taken most seriously. In addition to running these disk-level backups, we have provided an experimental script that can be run on schedule (via a cron job orsomething
CLIENT LIBRARIES
Currently there are client libraries for Python, Javascript, R, and Java that can be used to develop against Dataverse Software APIs. We use the term “client library” on this page but “Dataverse Software SDK” (software development kit) is another way of describing these resources. They are designed to help developersexpress Dataverse
FEATURES | THE DATAVERSE PROJECT Please help us keep this page up to date! To contribute ideas, please reply on the favorite features of the Dataverse Project thread on the mailing list or request access to the crowdsourced list of ideas spreadsheet (further instructions).See also our Comparative Review of Various Data Repositories.RESEARCHERS
What is a Dataverse Collection? Having a Dataverse collection allows you to share, organize and archive your data, while also being able to display it on your site.INTEGRATIONS
Open Journal Systems (versions 2.4.8-2 and earlier) Open Journal Systems (OJS) is a journal management and publishing system that has been developed by the Public Knowledge Project through its federally funded efforts to expand and improve access to research. Read More. The Dataverse Package for R, part of the rOpenSci Project, integrates DEVELOPERS | THE DATAVERSE PROJECT The Dataverse Project Development Community is an active group of internal and external contributors to the Dataverse software codebase. From fixing bugs to writing documentation as well as creating integrations and client libraries, the community is a major part of the what makes the Dataverse software successful. Get involved by contributing, integrating, or participating.PRESENTATIONS
Presentation at the FORCE2017 Meeting on "Credit for Data Sharing", an effort co-led with Barbara Bierer, Heather Pierce, Jeffrey Drazen, and Mercè Crosas. Cloud Dataverse, at MOC Workshop, Boston University, Tuesday, October 3, 2017: clouddataverse20171003.pdf. Presentation at the Massachusetts Open Cloud workshop at Boston University: http REPLICATION DATASET GUIDELINES Many journals, publishers, and funding agencies require researchers to deposit replication datasets in a public repository. The Dataverse Project helps researchers fulfill this requirement by supporting the deposit of replication datasets, making this special type of data easily discoverable for other researchers to reuse and verify that a study can be replicated without having to contact the FINDING AND USING DATA Finding Data ¶. Without logging in, users can browse a Dataverse installation and search for Dataverse collections, datasets, and files, view dataset descriptions and files for published datasets, and subset, analyze, and visualize data for published (restricted & not restricted) data files.DEVELOPER GUIDE
Developer Guide¶. Contents: Introduction. Intended Audience; Getting Help; Core Technologies; Roadmap; Kanban BoardGEOSPATIAL DATA
A shapefile is a set of files, often uploaded/transferred in .zip format. This set may contain up to fifteen files. A minimum of three specific files ( .shp, .shx, .dbf) are needed to be a valid shapefile and a fourth file ( .prj) is required for some applications – or anytype of
BACKUPS — DATAVERSE.ORG Backups. Running tape, or similar backups to ensure the long term preservation of all the data stored in the Dataverse Repository is an implied responsibility that should be taken most seriously. In addition to running these disk-level backups, we have provided an experimental script that can be run on schedule (via a cron job orsomething
JOURNALS | THE DATAVERSE PROJECT This guide recommends four ways journals can use Dataverse repositories. It applies to data repositories that help journals publish and archive their authors' data, including: Harvard Dataverse Repository. Scholar's Portal Dataverse Repository. UNC Dataverse Repository. See our map of data repositories using the DataverseProject software.
RESEARCHERS
What is a Dataverse Collection? Having a Dataverse collection allows you to share, organize and archive your data, while also being able to display it on your site. FEATURES | THE DATAVERSE PROJECT Please help us keep this page up to date! To contribute ideas, please reply on the favorite features of the Dataverse Project thread on the mailing list or request access to the crowdsourced list of ideas spreadsheet (further instructions).See also our Comparative Review of Various Data Repositories.PRESENTATIONS
Presentation at the FORCE2017 Meeting on "Credit for Data Sharing", an effort co-led with Barbara Bierer, Heather Pierce, Jeffrey Drazen, and Mercè Crosas. Cloud Dataverse, at MOC Workshop, Boston University, Tuesday, October 3, 2017: clouddataverse20171003.pdf. Presentation at the Massachusetts Open Cloud workshop at Boston University: httpINTEGRATIONS
Open Journal Systems (versions 2.4.8-2 and earlier) Open Journal Systems (OJS) is a journal management and publishing system that has been developed by the Public Knowledge Project through its federally funded efforts to expand and improve access to research. Read More. The Dataverse Package for R, part of the rOpenSci Project, integrates REPLICATION DATASET GUIDELINES Many journals, publishers, and funding agencies require researchers to deposit replication datasets in a public repository. The Dataverse Project helps researchers fulfill this requirement by supporting the deposit of replication datasets, making this special type of data easily discoverable for other researchers to reuse and verify that a study can be replicated without having to contact the DATA EXPLORATION GUIDE Data Exploration Guide¶. Note that the installation of Dataverse you are using may have additional or different tools configured. Developers interested in creating tools should refer to the External Tools section of the Installation Guide.. Contents: SAMPLE DATA USAGE AGREEMENT **Note: This is a sample DUA for datasets that have de-identified human subject data This is an agreement (“Agreement”) between you the downloader (“Downloader”) and the owner of the materials (“User”) governing the use of the materials (“Materials”) to be downloaded. I. Acceptance of this Agreement By downloading or otherwise accessing the Materials, Downloader represents hisMAKE DATA COUNT
Make Data Count¶. Make Data Count is a project to collect and standardize metrics on data use, especially views, downloads, and citations. The Dataverse Software can integrate Make Data Count to collect and display usage metrics including counts of dataset views, SHIBBOLETH AND OAUTH Shibboleth and OAuth ¶. If you are working on anything related to users, please keep in mind that your changes will likely affect Shibboleth and OAuth users. JOURNALS | THE DATAVERSE PROJECT This guide recommends four ways journals can use Dataverse repositories. It applies to data repositories that help journals publish and archive their authors' data, including: Harvard Dataverse Repository. Scholar's Portal Dataverse Repository. UNC Dataverse Repository. See our map of data repositories using the DataverseProject software.
RESEARCHERS
What is a Dataverse Collection? Having a Dataverse collection allows you to share, organize and archive your data, while also being able to display it on your site. FEATURES | THE DATAVERSE PROJECT Please help us keep this page up to date! To contribute ideas, please reply on the favorite features of the Dataverse Project thread on the mailing list or request access to the crowdsourced list of ideas spreadsheet (further instructions).See also our Comparative Review of Various Data Repositories.PRESENTATIONS
Presentation at the FORCE2017 Meeting on "Credit for Data Sharing", an effort co-led with Barbara Bierer, Heather Pierce, Jeffrey Drazen, and Mercè Crosas. Cloud Dataverse, at MOC Workshop, Boston University, Tuesday, October 3, 2017: clouddataverse20171003.pdf. Presentation at the Massachusetts Open Cloud workshop at Boston University: httpINTEGRATIONS
Open Journal Systems (versions 2.4.8-2 and earlier) Open Journal Systems (OJS) is a journal management and publishing system that has been developed by the Public Knowledge Project through its federally funded efforts to expand and improve access to research. Read More. The Dataverse Package for R, part of the rOpenSci Project, integrates REPLICATION DATASET GUIDELINES Many journals, publishers, and funding agencies require researchers to deposit replication datasets in a public repository. The Dataverse Project helps researchers fulfill this requirement by supporting the deposit of replication datasets, making this special type of data easily discoverable for other researchers to reuse and verify that a study can be replicated without having to contact the DATA EXPLORATION GUIDE Data Exploration Guide¶. Note that the installation of Dataverse you are using may have additional or different tools configured. Developers interested in creating tools should refer to the External Tools section of the Installation Guide.. Contents: SAMPLE DATA USAGE AGREEMENT **Note: This is a sample DUA for datasets that have de-identified human subject data This is an agreement (“Agreement”) between you the downloader (“Downloader”) and the owner of the materials (“User”) governing the use of the materials (“Materials”) to be downloaded. I. Acceptance of this Agreement By downloading or otherwise accessing the Materials, Downloader represents hisMAKE DATA COUNT
Make Data Count¶. Make Data Count is a project to collect and standardize metrics on data use, especially views, downloads, and citations. The Dataverse Software can integrate Make Data Count to collect and display usage metrics including counts of dataset views, SHIBBOLETH AND OAUTH Shibboleth and OAuth ¶. If you are working on anything related to users, please keep in mind that your changes will likely affect Shibboleth and OAuth users. ABOUT | THE DATAVERSE PROJECT The Project The Dataverse Project is an open source 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 more easily. Researchers, journals, data authors, publishers, data distributors, and affiliated institutions all receive academic credit and web visibility.PUBLICATIONS
Publication of large datasets is a challenge shared by several fields, and the SBDG has begun collaborating with the Institute for Quantitative Social Science at Harvard University to extend the Dataverse (dataverse.org) open‐source data repository system to structural biology datasets. Several extensions are necessary to support the size and FEATURES | THE DATAVERSE PROJECT Please help us keep this page up to date! To contribute ideas, please reply on the favorite features of the Dataverse Project thread on the mailing list or request access to the crowdsourced list of ideas spreadsheet (further instructions).See also our Comparative Review of Various Data Repositories.INSTITUTIONS
With over 65 institutions around the world currently using the Dataverse Project software as the solution to their data sharing, archiving, and publishing needs, your institution will join a community that is committed to making research data available to all. The Dataverse Project software is available for anyone to download inthe Dataverse
DEVELOPERS | THE DATAVERSE PROJECT The Dataverse Project Development Community is an active group of internal and external contributors to the Dataverse software codebase. From fixing bugs to writing documentation as well as creating integrations and client libraries, the community is a major part of the what makes the Dataverse software successful. Get involved by contributing, integrating, or participating. REPLICATION DATASET GUIDELINES Many journals, publishers, and funding agencies require researchers to deposit replication datasets in a public repository. The Dataverse Project helps researchers fulfill this requirement by supporting the deposit of replication datasets, making this special type of data easily discoverable for other researchers to reuse and verify that a study can be replicated without having to contact theDATA CITATION
Data Citation. The Dataverse Project standardizes the citation of datasets to make it easier for researchers to publish their data and get credit as well as recognition for their work. When you create a dataset in a Dataverse repository, the citation is generated and presented automatically. As an open source framework and research data FINDING AND USING DATA Finding Data ¶. Without logging in, users can browse a Dataverse installation and search for Dataverse collections, datasets, and files, view dataset descriptions and files for published datasets, and subset, analyze, and visualize data for published (restricted & not restricted) data files. FINDING AND USING DATA Finding Data ¶. Without logging in to Dataverse, users can browse Dataverse, search for dataverses, datasets, and files, view dataset descriptions and files for published datasets, and subset, analyze, and visualize data for published (restricted & not restricted) datafiles.
GEOSPATIAL DATA
A shapefile is a set of files, often uploaded/transferred in .zip format. This set may contain up to fifteen files. A minimum of three specific files ( .shp, .shx, .dbf) are needed to be a valid shapefile and a fourth file ( .prj) is required for some applications – or anytype of
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DATAVERSE SOFTWARE 5.5 RELEASEMay 21, 2021
This release brings new features, enhancements, and bug fixes to the Dataverse Software. Thank you to all of the community members who contributed code, suggestions, bug reports, and other assistanceacross the project.
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AUXILIARY FILES ACCESSIBLE THROUGH THE UI Auxiliary Files can now be downloaded from the web interface. Auxiliary files uploaded as type=DP appear under "Differentially Private Statistics" under file level download. The rest appear under "Other Auxiliary Files". Please note that the auxiliary files feature... Read more about Dataverse Software 5.5 Release DATAVERSE SOFTWARE 5.4 RELEASEApril 9, 2021
This release brings new features, enhancements, and bug fixes to the Dataverse Software. Thank you to all of the community members who contributed code, suggestions, bug reports, and other assistanceacross the project.
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DEACTIVATE USERS API, GET USER TRACES API, REVOKE ROLES API A new API has been added to deactivate users to prevent them from logging in, receiving communications, or otherwise being active in the system. Deactivating a user is an alternative to deleting a user, especially when the latter is not possible due to the... Read more about Dataverse Software 5.4 ReleaseMore
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