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add features page and incorporate it into the home page
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‎content/_index.md‎

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## Open source research data repository software
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Publish your data and get academic credit. Join a [community](community) of researchers, data scientists, and data curators.
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The Dataverse software has an extensive set of [features](features), such as support for the [FAIR Data Principles](https://doi.org/10.1038/sdata.2016.18). Try them out on our [demo server](#try-the-dataverse-software).
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[![Dozens of Dataverse community members](/braga.jpg)](community/events/community-meetings)
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*The 2023 [Dataverse Community Meeting](community/events/community-meetings) in Braga, Portugal. [Join us](community/events/community-meetings) in 2025!*

‎content/features.md‎

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title = 'Features'
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You are very welcome to try the Dataverse software at https://demo.dataverse.org or (for the brave of heart) https://beta.dataverse.org! The demo server runs our latest [release](https://github.com/IQSS/dataverse/releases) while the beta server runs unreleased software just merged [on GitHub](https://github.com/IQSS/dataverse).🚀
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## Support for FAIR Data Principles
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Findable, Accessible, Interoperable, Reusable.
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[More information](https://scholar.harvard.edu/mercecrosas/presentations/fair-guiding-principles-implementation-dataverse)
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## Data citation for datasets and files
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EndNote XML, RIS, or BibTeX format at the dataset or file level.
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[More information](https://guides.dataverse.org/en/latest/user/find-use-data.html#cite-data)
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## OAI-PMH (Harvesting)
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Gather and expose metadata from and to other systems using standardized metadata formats: Dublin Core, Data Document Initiative (DDI), OpenAIRE, etc.
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[More information](https://guides.dataverse.org/en/latest/admin/dashboard.html#harvesting)
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## APIs for interoperability and custom integrations
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Search API, Data Deposit (SWORD) API, Data Access API, Metrics API, Migration API, etc.
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[More information](https://guides.dataverse.org/en/latest/api)
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## API client libraries
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Interact with Dataverse APIs from Python, R, Javascript, Java, and Ruby
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[More information](https://guides.dataverse.org/en/latest/api/client-libraries.html)
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## DataCite integration
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DOIs are reserved, and when datasets are published, their metadata is published to DataCite.
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[More information](https://guides.dataverse.org/en/latest/admin/integrations.html#discoverability)
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## Login via Shibboleth
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Single Sign On (SSO) using your institution's credentials.
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[More information](https://guides.dataverse.org/en/latest/installation/shibboleth.html)
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## Login via ORCID, Google, GitHub, or Microsoft
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Log in using popular OAuth2 providers.
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[More information](https://guides.dataverse.org/en/latest/installation/oauth2.html)
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## Login via OpenID Connect (OIDC)
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Log in using your institution's identity provider or a third party.
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[More information](https://guides.dataverse.org/en/latest/installation/oidc.html)
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## Internationalization
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The Dataverse software has been translated into multiple languages.
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[More information](https://guides.dataverse.org/en/latest/installation/config.html#internationalization)
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## Versioning
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History of changes to datasets and files are preserved.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#dataset-versions)
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## Restricted files
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Control who can download files and choose whether or not to enable a "Request Access" button.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#restricted-files-terms-of-access)
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## Embargo
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Make content inaccessible until an embargo end date.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#embargoes)
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## Custom licenses
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CC0 by default but add as many standard licenses as you like or create your own.
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[More information](https://guides.dataverse.org/en/latest/installation/config.html#license-config)
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## Custom terms of use
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Custom terms of use can be used in place of a license or disabled by an administrator.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#terms)
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## Publishing workflow support
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Datasets start as drafts and can be submitted for review before publication.
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[More information](https://guides.dataverse.org/en/latest/user/dataverse-management.html#roles-permissions)
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## File hierarchy
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Users are able to control dataset file hierarchy and directory structure.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#file-path)
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## File previews
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A preview is available for text, tabular, image, audio, video, and geospatial files.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#file-previews)
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## Preview and analysis of tabular files
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Data Explorer allows for searching, charting and cross tabulation analysis
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[More information](https://guides.dataverse.org/en/latest/admin/external-tools.html#inventory-of-external-tools)
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## Usage statistics and metrics
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Download counters, support for Make Data Count.
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[More information](https://guides.dataverse.org/en/latest/admin/make-data-count.html)
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## Guestbook
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Optionally collect data about who is downloading the files from your datasets.
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[More information](https://guides.dataverse.org/en/latest/user/dataverse-management.html#dataset-guestbooks)
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## Fixity checks for files
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MD5, SHA-1, SHA-256, SHA-512, UNF.
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[More information](https://guides.dataverse.org/en/latest/installation/config.html#filefixitychecksumalgorithm)
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## File download in R and TSV format
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Proprietary tabular formats are converted into RData and TSV.
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[More information](https://guides.dataverse.org/en/latest/user/tabulardataingest/index.html)
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## Faceted search
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Facets are data driven and customizable per collection.
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[More information](https://guides.dataverse.org/en/latest/user/find-use-data.html#finding-data)
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## Customization of collections
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Each personal or organizational collection can be customized and branded.
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[More information](https://guides.dataverse.org/en/latest/user/dataverse-management.html#theme)
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## Private URL
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Create a URL for reviewers to view an unpublished (and optionally anonymized) dataset.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#private-url-to-review-unpublished-dataset)
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## Widgets
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Embed listings of data in external websites.
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[More information](https://guides.dataverse.org/en/latest/user/dataverse-management.html#widgets)
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## Notifications
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In app and email notifications for access requests, requests for review, etc.
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[More information](https://guides.dataverse.org/en/latest/user/account.html#notifications)
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## Schema.org JSON-LD
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Used by Google Dataset Search and other services for discoverability.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#supported-metadata)
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## External tools
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Enable additional features not built in to the Dataverse software.
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[More information](https://guides.dataverse.org/en/latest/installation/external-tools.html)
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## External vocabulary
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Let users pick from external vocabularies (provided via API/SKOSMOS) when filling in metadata.
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[More information](https://guides.dataverse.org/en/latest/admin/metadatacustomization.html#using-external-vocabulary-services)
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## Dropbox integration
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Upload files stored on Dropbox.
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[More information](https://guides.dataverse.org/en/latest/admin/integrations.html#dropbox)
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## GitHub integration
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A GitHub Action is available to upload files from GitHub to a dataset.
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[More information](https://guides.dataverse.org/en/latest/admin/integrations.html#github)
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## Integration with Jupyter notebooks
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Datasets can be opened in Binder to run code in Jupyter notebooks, RStudio, and other computation environments.
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[More information](https://guides.dataverse.org/en/latest/admin/integrations.html#binder)
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## User management
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Dashboard for common user-related tasks.
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[More information](https://guides.dataverse.org/en/latest/admin/dashboard.html#users)
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## Curation status labels
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Let curators mark datasets with a status label customized to your needs.
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[More information](https://guides.dataverse.org/en/latest/installation/config.html#allowedcurationlabels)
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## Branding
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Your installation can be branded with a custom homepage, header, footer, CSS, etc.
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[More information](https://guides.dataverse.org/en/latest/installation/config.html#branding-your-installation)
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## Backend storage on S3 or Swift
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Choose between filesystem or object storage, configurable per collection and per dataset.
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[More information](https://guides.dataverse.org/en/latest/installation/config.html#file-storage-using-a-local-filesystem-and-or-swift-and-or-object-stores)
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## Direct upload and download for S3
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After a permission check, files can pass freely and directly between a client computer and S3.
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[More information](https://guides.dataverse.org/en/latest/developers/big-data-support.html#s3-direct-upload-and-download)
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## Export data in BagIt format
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For preservation, bags can be sent to the local filesystem, Duraclound, and Google Cloud.
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[More information](https://guides.dataverse.org/en/latest/installation/config.html#bagit-export)
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## Post-publication automation (workflows)
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Allow publication of a dataset to kick off external processes and integrations.
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[More information](https://guides.dataverse.org/en/latest/developers/workflows.html)
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## Pull header metadata from Astronomy (FITS) files
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Dataset metadata prepopulated from FITS file metadata.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#astronomy-fits)
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## Provenance
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Upload standard W3C provenance files or enter free text instead.
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[More information](https://guides.dataverse.org/en/latest/user/dataset-management.html#data-provenance)
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## Auxiliary files for data files
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Each data file can have any number of auxiliary files for documentation or other purposes (experimental).
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[More information](https://guides.dataverse.org/en/latest/developers/aux-file-support.html)

‎hugo.yml‎

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- name: Community
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url: /community/
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weight: 20
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- name: Features
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url: /features/
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weight: 25
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- name: Demo
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url: /#try-the-dataverse-software
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weight: 30

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