The tools and data in this repository provide insight into photovoltaic systems deployed in Germany.
The analysed data is provided by the German Markstammdatenregister (MaStR).
You can reproduce the following data processing steps on your computer:
- Download data (from MaStR): data/README.md
- Convert data from Excel to CSV
- Migration parts 1 and 2 (data before Jan 2019): notebooks/convert-MaStR-Migration-to-CSV.ipynb
- data since Jan 2019: notebooks/convert-MaStR-since20190131-to-CSV.ipynb
- Extract data for a given city
- Migration parts 1 and 2: notebooks/extract-city-from-MaStR-before20190201.ipynb
- data since Jan 2019: notebooks/extract-city-from-MaStR-since20190131.ipynb
- Combine data partitions
- Migration part 1
- Migration part 2
- data since 2019
Each step is implemented in a shell script or a Jupyter notebook.
Either in a Jupyter notebook or in an Observable. (TODO)
To enable further analysis of the data, the combined partitions (see "Data Processing" step 4 above) are split up again. This results in handable chunks of data, one partition per federal state (German: Bundesland).
You can find these partitions in states/<state name>.csv. (TODO)