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awesome-RDM
A curated list of awesome RDM resources for researchers and organisations
https://github.com/UB-Mannheim/awesome-RDM
Last synced: 4 days ago
JSON representation
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RDM for researchers
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Executing a project
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- User guide on creating metadata - metadata/metadata-tools).
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- Data anonymization
- Anonymisation and Pseudonymisation
- Anonymising quantitative data
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- FAIRmat Guide to Legal Aspects in Research Data Management
- Research Data Management - Legal and Practical Aspects - Ocko Heuer (2022, Juli 15)
- Research Data Management - Legal Aspects
- Collecting data
- 10 Great Places to Find Free Datasets for Your Next Project
- 21 Places to Find Free Datasets for Data Science Projects
- Kaggle
- 7 Data Collection Methods in Business Analytics
- Data organization
- Folder structure, file names, and versioning
- File Naming and Versioning
- Naming files and folders
- File Naming Conventions & Version Control
- File Naming Conventions: simple rules save time and effort
- Data Storage & Backup
- 5 Research Data Storage Problems (and Tips) in Research Data Management
- Data backups 101: A complete guide for 2023
- Backup, Storage & Security
- The Ultimate Guide to Data Cleaning
- What Is Data Cleaning and Why Does It Matter?
- Data cleaning tutorial at Kaggle
- Top ten ways to clean your data from Microsoft
- 15 Data Exploration techniques to go from Data to Insights
- Comprehensive data exploration with Python
- 11 Open Source Data Exploration Tools You Need to Know in 2023
- Data Exploration in R (9 Examples) | Exploratory Analysis & Visualization
- Data Interpretation
- Data Interpretation: Method, Types, Tips with Solved Examples
- Basic data interpretation
- Anonymisation and pseudonymisation
- Data Protection Notice for Research Funding from the German Research Foundation (DFG)
- Germany - Data Protection Overview
- Data protection in research
- Data provenance
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- Data Backup Strategies for Your PhD/Research Data
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- Data Interpretation
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- 21 Places to Find Free Datasets for Data Science Projects
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
- The Ultimate Guide to Data Cleaning
- 15 Data Exploration techniques to go from Data to Insights
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Finishing a project
- License chooser
- Wikidata
- difference between sharing, publishing & archiving
- RDA & CODATA Legal Interoperability Of Research Data: Principles And Implementation Guidelines
- How do I license my research data? OpenAIRE
- What is the most appropriate license for my data?
- Restrictive Licence Template
- Data Availability Statements for Restricted Data
- Aligning restricted access data with FAIR: a systematic review
- Research data archiving
- On the Long-term Archiving of Research Data
- GitHub repo data-journals
- Forschungsdaten.org
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Planning a project
- Benefits of data management
- Benefits of RDM
- Advantages of research data management - Nürnberg
- Benefits of good data management
- What are the advantages of managing research data?
- Benefits of Data Management
- Benefits of RDM
- Benefits of Open Data
- Data management costing tool and checklist
- Guide on research data management costs
- How to identify and assess RDM costs
- Tips for your proposal by DFG
- Planning and Writing a Grant Proposal: The Basics
- Data management coordination
- Behavioral and Economic Sciences, Chapter 2
- Guidelines for Effective Data Management Plans - university Consortium for Political and Social Research
- DMP Wizard - D, Humanities
- DMP template
- here
- RDMO Research Data Management Organiser
- DMPonline
- Data Stewardship Wizard
- DMPTool
- Data Management Plan Catalogue
- Practical Guide to the International Alignment of Research Data Management
- Creating a data management plan (DMP) document
- Existing data
- Reusing existing data
- OpenAIRE
- Data
- Scientific Data
- Data in brief
- Standardised Data Management Plan for Educational Research
- Cost-benefit analysis for FAIR research data - Cost of not having FAIR research data - General for Research and Innovation (European Commission) and PwC EU Services
- DFG - pilot/h2020-hi-erc-oa-guide_en.pdf))
- American Economic Association - research/research-data), other policies can be found at [ReplicationWiki](http://replication.uni-goettingen.de/wiki/index.php/Journal_publication_policies#cite_note-1))
- DFG
- institute-specific - specific](https://www.forschungsdaten.org/index.php/Data_Policies#Forschungsdaten-Policies_f%C3%BCr_Forschungsprojekte))
- FDMentor - Policies](https://zenodo.org/records/3333410), [Strategischer Leitfaden zur Etablierung einer institutionellen Forschungsdaten-Policy](https://zenodo.org/records/3333392), [RISE-DE](https://zenodo.org/records/3585556)
- LEARN - rdm.eu/en/dissemination/toolkit/)
- Behavioral and Economic Sciences, Chapter 2
- Science Europe Guidelines on the evaluation of DMPs
- Reviewing Data Management Plans
- here
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General resources
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Courses
- McMaster RDM Webinars - rdm)]
- Carpentries-style lesson on Research Data Management - data-management-lesson)]
- Research Data Management with DataLad - de/rdm-course)]
- RDM at Griffith Uni Library - data-management)]
- Data Steward Certificate Course
- openAIRE Workshops
- Essentials 4 Data Support
- Library Carpentry: FAIR Data and Software - fair-research)]
- Research Data Management Promotion Materials - promotion)]
- Data Management Expert Guide CESSDA
- Essentials 4 Data Support
- MANTRA Research Data Management Training
- Datatree - Data Training Engaging End-users
- Research Data Management and Sharing
- PARTHENOS training
- Manage, improve and open up your research and data
- FOSTER open science courses
- Managing and Sharing Research Data
- Research data bootcamp
- Data Management Short Course for Scientists
- RDM Knowledge Base
- EUDAT Training
- EOSC-Pillar: RDM Training and support catalogue
- RDM Knowledge Base
- Essentials 4 Data Support
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FAIR principles
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Research data centers
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Registries
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Books
- A Research Data Management Handbook OpenAIRE
- Research Data Management Handbook
- Research Data Management and Data Literacies
- The Data Book: Collection and Management of Research Data
- Data Management for Social Scientists
- Hand-book of the modern development specialist
- RDM chapter
- The Turing Way: a how to guide for reproducible data science - turing-institute/the-turing-way)]
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Games
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Wikis
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Toolkits
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Journals
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Conferences
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Discipline-specific tools
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Digital Humanities and Social Sciences
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Discipline-specific repositories
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Domain-specific NFDI consortia
- MaRDI
- NFDI4Earth
- PUNCH4NFDI
- NFDI4Microbiota
- NFDI4Health
- DAPHNE4NFDI
- FAIRmat - Matter Physics and the Chemical Physics of Solids
- NFDI4Cat
- NFDIxCS
- FAIRagro
- NFDI4Immuno
- GHGA
- NFDI4Biodiversity
- NFDI
- BERD@NFDI
- KonsortSWD
- NFDI4Culture
- NFDI4Memory
- NFDI4Objects
- Text+ - based research data infrastructure
- NFDI4DataScience
- NFDI4Energy
- NFDI4Biodiversity
- DataPLANT
- NFDI4BIOIMAGE
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Digital editions
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Definitions
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RDM for organizations
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How to develop RDM services
- Engaging Researchers with Data Management: The Cookbook
- How to Develop RDM Services - a guide for HEIs
- The Realities of Research Data Management. Part Four: Sourcing and Scaling University RDM Services
- Ten simple rules for starting FAIR discussions in your community
- Ten simple rules for starting FAIR discussions in your community
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How to choose an RDM repository
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Persistent Identifiers
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Discipline-specific RDM
Programming Languages
Categories
Sub Categories
Executing a project
109
Planning a project
44
Domain-specific NFDI consortia
25
Courses
25
Finishing a project
13
Digital Humanities and Social Sciences
8
Books
8
Digital editions
7
Conferences
6
Registries
6
FAIR principles
6
Toolkits
6
Persistent Identifiers
6
How to develop RDM services
5
Games
4
Journals
4
Wikis
2
How to choose an RDM repository
1
Research data centers
1
Keywords
research-data-management
2
awesome
2
awesome-list
2
carpentries-lesson
1
rdm
1
ai-ready
1
data-provenance
1
data-science
1
digital-objects
1
fair
1
fair-digital-objects
1
fair-principles
1
fdo
1
interoperability
1
metadata
1
metadata-information
1
metadata-management
1
metadata-standard
1
provenance
1
research-data
1
dh-resources
1
dh-tools
1
digital-humanities
1