Materials for 1 full-day workshop on Research Data Management basics covering the following topics:
Part 1: Overview of the RDM unit services and support
Part 2: What is Data?
Part 3: FAIR data
Part 4: Open Data
Part 5: Reuse and Reproducibility
Part 6:Where do we start?
Part 7: Documentation
- Electronic lab notebooks
- Metadata
- README files
Examples of breakout room exercises and discussion questions included.
- For feedback please feel free to get in touch by email or Twitter
Resources:
Research data management:
Making the Case for Research Data Management
dcc.ac.uk
What is Research Data?
www2.le.ac.uk
New England Collaborative Data Management Curriculum
library.umassmed.edu
Science Europe- RDM guide:
scienceeurope.org
Roberts Lab Handbook- Data management in life sciences
robertslab.github.io
Research data management (RDM) open training materials
zenodo.org
What is data & FAIR data:
Research Libraries’
liberquarterly.eu
Zenodo-FAIR principles:
about.zenodo.org
"A love letter to your future self": What scientists need to know about FAIR data
natureindex.com
Invest 5% of research funds in ensuring data are reusable
nature.com
FAIRaware- FAIR assessment
fairaware.dans.knaw.nl
H2020 Programme Guidelines on FAIR Data Management in Horizon 2020
ec.europa.eu
FAIRsFAIR Europe
fairsfair.eu
How to FAIR
howtofair.dk
Go FAIR
go-fair.org
FAIR sharing
fairsharing.org
Open Data & reuse, reproducibility:
Mozilla open science- challenges to open data and how to respond:
github.com
Ten arguments against Open Science that you can win:
software.ac.uk
‘I ain’t afraid of no myth’ – busting the myths on data sharing:
blog.wellcomeopenresearch.o…
OpenAIRE Research Data Management Hand Book
openaire.eu
Open Data Hand Book
opendatahandbook.org
Open Science Hand Book
zenodo.org
Papers Without Code - submission
paperswithoutcode.com
Open Data and FAIR Data: differences and similarities
ogoov.com
Open Science Mooc:
opensciencemooc.eu
Rein in the four horsemen of irreproducibility
nature.com
Making experimental data tables in the life sciences more FAIR: a pragmatic approach
academic.oup.com
Open Scientist Handbook
openscientist.pubpub.org
German reproducibility network
reproducibilitynetwork.de
The Turing Way
the-turing-way.netlify.app
Data Organization:
Towards a Standardized Research Folder Structure
genr.eu
Swedish National Data service
snd.gu.se
DataOne research data management modules:
old.dataone.org
Imperial College Research data management guides:
imperial.ac.uk
King’s college- Managing your data:
kcl.ac.uk
UK Data Services:
ukdataservice.ac.uk
Electronic Lab notebooks:
Cambridge University Guide
data.cam.ac.uk
LabFolder white papers on Compliance
labfolder.com
Electronic Code of Federal Regulations-CFR
ecfr.gov
Cost-benefit analysis for FAIR research data
op.europa.eu
Invest 5% of research funds in ensuring data are reusable article
nature.com
Harvard Matrix
shrtco.de
University of Glasgow Adapted Matrix
docs.google.com
Research Notebooks Blog
researchnotebooks.wordpress…
Metadata:
Repository finder:
repositoryfinder.datacite.o…
Dublin Core Metadata initiative
dublincore.org
Documentation and Metadata-Stockholm university:
pp-prod-admin.it.su.se
ANDs guide-Metadata:
ands.org.au
RD-alliance repositories:
rd-alliance.github.io
Cessda-Documentation & Metadata:
cessda.eu
What is Metadata? 5-min video tutorial
vimeo.com
JISC Metadata guide:
jisc.ac.uk
FAIRsharing as a community approach to standards, repositories and policies
nature.com
Digital Curation Center:
dcc.ac.uk
Guidelines for writing“readme” stylemetadata
data.research.cornell.edu
Software:
Reproducible analysis and Research Transparency
reproducible-analysis-works…
Data Science for the Biomedical Sciences
ds4biomed.tech