# Features ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :columns: 12 This page highlights features for administrators and power-users of a Dataverse installation. *See {doc}`/quickstart/what-is-dataverse` to learn about its {ref}`core-capabilities` for researchers if you're new to Dataverse.* - [](feature-ai) - [](feature-access-and-download) - [](feature-administration) - [](feature-authentication) - [](feature-customization) - [](feature-fair-data-publication) - [](feature-file-management) - [](feature-geospatial-data-support) - [](feature-integrations) - [](feature-interoperability) - [](feature-reusability) ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-ai)= ## {material-regular}`terminal` Artifical Intelligence ``` ```{grid-item-card} AI Tools A number of AI tools integrate with Dataverse. +++ {doc}`More information.` ``` ```{grid-item-card} Model Context Protocol Model Context Protocol (MCP) is a standard for AI Agents to communicate with tools and services. +++ {ref}`More information.` ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-access-and-download)= ## {material-regular}`download` Access and Download ``` ```{grid-item-card} Faceted Search Facets are data driven and customizable per collection. +++ {doc}`More information.` ``` ```{grid-item-card} File Previews A preview is available for text, tabular, image, audio, video, and geospatial files. +++ {ref}`More information.` ``` ```{grid-item-card} Preview URL Create a URL for reviewers to view an unpublished (and optionally anonymized) dataset. +++ {ref}`More information.` ``` ```{grid-item-card} Guestbook Optionally collect data about who is downloading the files from your datasets. +++ {ref}`More information.` ``` ```{grid-item-card} Download in Open Tabular Formats Proprietary tabular formats are converted into TSV and RData for download. +++ {doc}`More information.` ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-administration)= ## {material-regular}`manage_accounts` Administration ``` ```{grid-item-card} User Management Dashboard for common user-related tasks. +++ {doc}`More information.` ``` ```{grid-item-card} Quotas For number of files, amount of storage, etc. +++ {doc}`More information.` ``` ```{grid-item-card} Usage Statistics and Metrics Download counters, support for Make Data Count. +++ {doc}`More information.` ``` ```{grid-item-card} Configurable Notifications In-app and email notifications for access requests, requests for review, etc. can be muted. +++ {ref}`More information.` ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-authentication)= ## {material-regular}`local_police` Authentication ``` ```{grid-item-card} Login via Shibboleth Single Sign On (SSO) using your institution's credentials. +++ {doc}`More information.` ``` ```{grid-item-card} Login via ORCID, Google, GitHub, or Microsoft Log in using popular OAuth2 providers. +++ {doc}`More information.` ``` ```{grid-item-card} Login via OpenID Connect (OIDC) Log in using your institution's identity provider or a third party. +++ {doc}`More information.` ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-customization)= ## {material-regular}`palette` Customization ``` ```{grid-item-card} Branding Your installation can be branded with a custom homepage, header, footer, CSS, etc. +++ {ref}`More information.` ``` ```{grid-item-card} Internationalization The Dataverse software has been translated into multiple languages. +++ {ref}`More information.` ``` ```{grid-item-card} Customization of Collections Each personal or organizational collection can be customized and branded. +++ {ref}`More information.` ``` ```{grid-item-card} Widgets Embed listings of data in external websites. +++ {ref}`More information.` ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-fair-data-publication)= ## {material-regular}`search`{material-regular}`touch_app`{material-regular}`settings`{material-regular}`recycling` FAIR Data Publication ``` ```{grid-item-card} Support for FAIR Data Principles Findable, Accessible, Interoperable, Reusable. +++ [More information.](https://web.archive.org/web/20191206043258/https://scholar.harvard.edu/mercecrosas/presentations/fair-guiding-principles-implementation-dataverse) ``` ```{grid-item-card} Versioning History of changes to datasets and files are preserved. +++ {doc}`More information.` ``` ```{grid-item-card} Prepublication Review Support Datasets start as drafts and can be submitted for review before publication where curators can mark datasets with curation status labels. +++ {ref}`More information.` ``` ```{grid-item-card} Labels for Traditional Knowledge Integrate with the Local Contexts platform, enabling the use of Traditional Knowledge and Biocultural Labels, and Notices. +++ {doc}`More information.` ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-file-management)= ## {material-regular}`rule_folder` File Management ``` ```{grid-item-card} File Hierarchy Users are able to control dataset file hierarchy and directory structure. +++ {doc}`More information.` ``` ```{grid-item-card} Restricted Files Control who can download files and choose whether or not to enable a "Request Access" button. +++ {ref}`More information.` ``` ```{grid-item-card} Embargo Make files inaccessible until an embargo end date. +++ {ref}`More information.` ``` ```{grid-item-card} Retention Periods Make files inaccessible once the retention period set has passed. +++ {ref}`More information.` ``` ```{grid-item-card} Metadata Extraction from Files Populate dataset metadata fields from tabular, NetCDF, HDF5, and FITS files. +++ {ref}`More information.` ``` ```{grid-item-card} Configurable Storage Choose between filesystem or object storage, configurable per collection and per dataset. +++ {doc}`More information.` ``` ```{grid-item-card} Direct Upload and Download for S3 After a permission check, files can pass freely and directly between a client computer and S3. +++ {doc}`More information.` ``` ```{grid-item-card} Fixity Checks for Files MD5, SHA-1, SHA-256, SHA-512, UNF. +++ {ref}`More information.<:FileFixityChecksumAlgorithm>` ``` ```{grid-item-card} Auxiliary Files for Data Files Each data file can have any number of auxiliary files for documentation or other purposes (experimental). +++ {doc}`More information.` ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-geospatial-data-support)= ## {material-regular}`map` Geospatial Data Support ``` ```{grid-item-card} Geospatial Metadata Fields There is a dedicated geospatial metadata block. +++ {ref}`More information.` ``` ```{grid-item-card} Geospatial File Preview GeoJSON, GeoTIFF, and Shapefiles can be previewed as a map. +++ {ref}`More information.` ``` ```{grid-item-card} Geospatial Search API Pass `geo_point` and `geo_radius` to find datasets based on their bounding box. +++ {doc}`More information.` ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-integrations)= ## {material-regular}`api` Integrations ``` ```{grid-item-card} DataCite DOIs are reserved, and when datasets are published, their metadata is published to DataCite. +++ {doc}`More information.` ``` ```{grid-item-card} Handle Handles are a Persistent ID (PID) that are an alternative to DOIs. +++ {ref}`More information.` ``` ```{grid-item-card} Globus Upload from and download to Dataverse using Globus endpoints. +++ {ref}`More information.` ``` ```{grid-item-card} RSpace Exchange data and metadata with RSpace (e.g. IGSN ID). For example, a Data Management Plan (DMP) can be uploaded to RSpace and updated with the DOI of a Dataverse dataset. +++ {ref}`More information.` ``` ```{grid-item-card} GitHub A GitHub Action is available to upload files from GitHub to a dataset. +++ {doc}`More information.` ``` ```{grid-item-card} iRODS Pull data from an iRODS instance to a Dataverse dataset. +++ {ref}`More information.` ``` ```{grid-item-card} Dropbox Upload files stored on Dropbox. +++ {doc}`More information.` ``` ```{grid-item-card} Jupyter Notebooks Datasets can be opened in Binder to run code in Jupyter notebooks, RStudio, and other computation environments. They can also be previewed in Dataverse itself. +++ {ref}`More information.` ``` ```{grid-item-card} Galaxy Import files directly from Dataverse into Galaxy as well as publish datasets containing artifacts (Histories, datasets, etc.) from Galaxy to Dataverse. +++ {ref}`More information.` ``` ```{grid-item-card} External Tools Enable additional features not built in to the Dataverse software. +++ {doc}`More information.` ``` ```{grid-item-card} Additional Integrations Dataverse integrates with a wide variety of third party systems, some of which are highlighted above. +++ For a full list, see {doc}`Integrations`. ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-interoperability)= ## {material-regular}`compare_arrows` Interoperability ``` ```{grid-item-card} APIs Search API, Data Deposit API, Data Access API, Metrics API, Migration API, etc. and client libraries in various languages. +++ {doc}`More information.` ``` ```{grid-item-card} OAI-PMH Metadata Harvesting Serve and harvest metadata to and from other systems (e.g. DataCite, other Dataverse installations, etc.) using standardized metadata formats. +++ {doc}`More information.` ``` ```{grid-item-card} Schema.org JSON-LD Used by Google Dataset Search and other services for discoverability. +++ {ref}`More information.` ``` ```{grid-item-card} Croissant Export metadata as linked data following the Croissant ontology. +++ {ref}`More information.` ``` ```{grid-item-card} Signposting Enable easier machine access to datasets by adding linkset in a Dataverse header. +++ {ref}`More information.` ``` ```{grid-item-card} External Vocabulary Let users pick from external vocabularies (provided via API/SKOSMOS) when filling in metadata. +++ {ref}`More information.` ``` ```{grid-item-card} BagIt Export For preservation, bags can be sent to the local filesystem, Duracloud, and Google Cloud. +++ {ref}`More information.` ``` ```{grid-item-card} RO-Crate Export dataset metadata as an ro-crate.json. +++ {ref}`More information.` ``` ```` ````{grid} 1 2 2 3 :gutter: 1 ```{grid-item-card} :text-align: center :columns: 12 :class-body: sd-fs-2 (feature-reusability)= ## {material-regular}`open_in_new` Reusability ``` ```{grid-item-card} Multiple License Support Users can select from multiple standard and provided custom licenses. +++ {ref}`More information.` ``` ```{grid-item-card} Custom Terms of Use Users can write custom terms of use in place of a predefined license. +++ {ref}`More information.` ``` ```{grid-item-card} Data Citation Formats EndNote XML, RIS, BibTeX, or 1000+ CSL formats at the dataset or file level. +++ {doc}`More information.` ``` ```{grid-item-card} Provenance At the file level, upload standard W3C provenance files or enter free text instead. +++ {ref}`More information.` ``` ```{grid-item-card} Post-Publication Workflows Allow publication of a dataset to trigger external processes and integrations. +++ {doc}`More information.` ``` ````