Additional Resources
Links and resources related to research data management, open science, and academic best practices.
Research Data Management
Institutional Resources
- Data Center for the Humanities, University of Cologne - Local RDM support and services
- Research Data Management at University of Cologne - Institutional RDM guidelines
- University and City Library of Cologne - Library services and support
National and International
- FAIR Data Principles - Findable, Accessible, Interoperable, Reusable
- DFG Guidelines on Handling Research Data - German Research Foundation guidelines
- CLARIN-D - Digital research infrastructure for humanities
- re3data.org - Registry of research data repositories
Open Science and Reproducibility
Platforms and Tools
- Open Science Framework (OSF) - Open collaboration platform
- Zenodo - Research data repository
- GitHub - Version control and collaboration
- ORCID - Researcher identification system
Preregistration
- OSF Preregistration - Preregistration platform and templates
- AsPredicted - Simple preregistration tool
- Center for Open Science - Preregistration resources
Literature Management
Tools and Platforms
- Zotero - Free reference management tool
- EduLabs Zotero Course - Comprehensive tutorial
- Mendeley - Reference manager and academic social network
- EndNote - Professional reference management
Citation and Style Guides
- Citation Style Language - Open citation style repository
- Purdue OWL - Citation guides and writing resources
Ethics and Good Practice
Guidelines and Policies
- Ethics Committee of the Faculty of Arts and Humanities - Local ethics approval
- University of Cologne Guidelines on Good Scientific Practice
- DFG Guidelines for Safeguarding Good Research Practice
- Declaration of Helsinki
International Standards
- European Code of Conduct for Research Integrity
- Committee on Publication Ethics (COPE) - Publication ethics guidelines
Corpus Linguistics and Annotation
Tools and Software
- ELAN - Multimedia annotation tool
- WebAnno - Web-based annotation platform
- CATMA - Computer Assisted Text Markup and Analysis
- AntConc - Corpus analysis toolkit
Programming and Analysis
- R for Data Science - Comprehensive R guide
- Natural Language Toolkit (NLTK) - Python library for NLP
- quanteda - R package for quantitative text analysis
- tidytext - Text mining with R
Statistical Analysis and Reproducibility
R Resources
- R Project - Statistical computing environment
- RStudio - Integrated development environment
- R Markdown - Dynamic documents
- Quarto - Next-generation publishing system
Python Resources
- Python.org - Python programming language
- Jupyter - Interactive computing notebooks
- pandas - Data manipulation and analysis
- matplotlib - Plotting library
Training and Education
Online Courses
- The Carpentries - Teaching foundational coding and data science skills
- Software Carpentry - Programming skills for researchers
- Data Carpentry - Data skills for researchers
- Library Carpentry - Software skills for library professionals
Local Training
- ReproducibiliTea in the HumaniTeas - Local reproducibility journal club
- Digital Humanities Colloquium - DH talks and workshops
Professional Development
Academic Writing
- Academic Writing Month (AcWriMo) - Writing support community
- The Thesis Whisperer - Academic writing blog
- Academic Twitter - Professional networking (use #AcademicTwitter)
Career Development
- Future of Research - Early career researcher advocacy
- The Professor Is In - Academic career advice
- Versatile PhD - Career development beyond academia
Funding and Grants
German Funding
- Deutsche Forschungsgemeinschaft (DFG) - German Research Foundation
- DAAD - German Academic Exchange Service
- Alexander von Humboldt Foundation - International research cooperation
European Funding
- Horizon Europe - EU research and innovation programme
- Marie Skłodowska-Curie Actions - EU fellowship programme
This list is continuously updated. Please suggest additional resources by contributing to the repository.