Dataverse 4.0 & Beyond. Eleni Castro > Ins/tute for Quan/ta/ve Social Science (IQSS), Harvard University
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1 Dataverse 4.0 & Beyond ì Eleni Castro > Ins/tute for Quan/ta/ve Social Science (IQSS), Harvard University
2 2 Data Science Team Data Cura/on & Stewardship Informa/on Scien/sts Researchers Sta/s/cal Innova/on Data Science Applica/ons and Tools Tool Building & Computer Science SoCware Engineers Find out more: h$p://datascience.iq.harvard.edu
3 3 What is Dataverse? SoCware framework for publishing, ci/ng and preserving research data (open source on github for others to install) Provides incen8ves for researchers to share: Recogni/on & credit via data cita/ons Control over data & branding Fulfill Data Management Plan requirements Harvard Dataverse (open to all, repository instance at Harvard) currently has: 700 Dataverses > 1 Million Downloads 53,857 Datasets 739,326 Files
4 4 Who is using Dataverse? Worldwide Dataverse Installa8ons Ins8tu8ons can setup/host their own Dataverse installa/on (OCUL, UoA, etc) and within them can have dataverses for a variety of users (across all research domains): Researchers, Projects, Journals (OJS Dataverse integra/on), etc.
5 5 Streamlined Workflows Based on extensive con/nuous usability tes/ng: improved account crea/on process, dataverse setup (incl. customiza/ons), and dataset (prev. study) crea/on.
6 Featured Dataverses 6
7 7 Improved File Upload & Handling Select mul/ple files, Drag- n- Drop, Dropbox, File Previews, and extra handling for csv, tsv and excel files (no control card needed).
8 8 Rigorous Data Publishing Workflows Upload DraE Dataset Note: A Published Dataset cannot be deleted (only deaccessioned, with reason included (i.e., legal)). Publish Version 1 Authors, Title, Year, DOI, Repository, V1 Published Dataset v1 Publish Version 1.1: small metadata change (not cita/on); files not changed. Published Dataset v1.1 Publish Version 2: File change (automa/c); big metadata change (cita/on metadata). Authors, Title, Year, DOI, Repository, UNF, V2 See: Altman, M., & King, G. (2007) doi: /march2007- altman Published Dataset v2
9 9 Expanding Metadata Support Metadata Schema Version 3.6 Version 4.0 DDI (General & Social Science)* X (v2.1) X (v.2.5) Simple Dublin Core X X Dublin Core Terms X DataCite 3.0 X Virtual Observatory (Astronomy)** X ISA- Tab (Biomedical)*** X * Including variable level metadata found in tabular data files. ** Automa/cally extracts relevant metadata from the header FITS files. *** Controlled vocabulary maps to ontologies/taxonomies (OBI, NCBI, ).
10 Astronomy Metadata: Certain values (e.g., Type, Facility, Instrument, etc) automa/cally extracted from FITS file header. 10
11 Biomedical Metadata 11
12 Enhanced Faceted Search 12
13 13 Expanded Advanced Search Ability to search on specific dataverses, dataset metadata fields across various domains, and files (variables).
14 14 Visualize & Analyze Data: TwoRavens Integrated with Dataverse & Zelig (sta/s/cal socware) From beginners up to advanced stats users Explore data, view descrip/ve sta/s/cs, and es/mate sta/s/cal models for files in datasets
15 15 WorldMap Integration 1. Upload a file containing geographic data into Dataverse 2. Easily visualize the data on the WorldMap system. 3. WorldMap layer embedded into dataset in Dataverse Read more on: Data Science Blog.
16 16 After 4.0 ì ì Sharing Privacy Sensi/ve Data ì ì Secure Dataverse DataTags (ques/onnaires based on privacy laws) ORCID Integra/on (API) Longer- Term Large- scale datasets (efficient storage) Ensuring long- term preserva/on for more file formats (e.g., Archivema/ca)
17 17 Get Involved: Dataverse Community Let us know your thoughts on Dataverse 4.0 Beta in the Dataverse Google Group. Sign up to par/cipate in usability tes/ng of Dataverse 4.0 Beta by filling out this form. Contribute to our code or scripts: GitHub Pull Requests. Read our Data Science Blog for any upcoming updates and no/fica/ons. Credit: FlickrCommons
18 18 Thank You! Eleni Castro, Research Coordinator IQSS, Harvard University Dataverse 4.0 Demo: hqp://dataverse- demo.iq.harvard.edu/ Dataverse
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