Data processing is the phase in the project where data is converted into a desired format and prepared for analysis. When data has been freshly collected, data processing includes some automated steps in a workflow that perform format conversion, quality check and preprocessing following a standardised protocol. The main aim of processing is to:
- Convert data into readable format giving it the shape and form necessary for downstream analysis;
- Discard bad or low quality data in order to create clean, high-quality dataset for reliable results.
RDM Tools and Services
| Tool of Service | Description | Service Provider | RDM stage |
|---|---|---|---|
| Digital Humanities Lab (DH-Lab) | Service facility for researchers in the field of digital humanities. |
UFR Faculty of Philology | analyse process collect |
| Galaxy | Galaxy is a free, open-source system for analyzing data, authoring workflows, training and education, publishing tools, managing infrastructure, and more. |
Galaxy Team, UFR | analyse process store collaborate |
| HAWKI (AI) (deprecated) | Access AI models such as ChatGPT in a data protection-compliant manner. |
Rechenzentrum, UFR | collect process analyse |
| Open WebUI | Access AI models such as ChatGPT in a data protection-compliant manner. |
Rechenzentrum, UFR | collect process analyse |