It's recommend to set up a virtual python environment.
MacOS
python3 -m venv .venv
source .venv/bin/activate
Install dependencies
pip install -r requriements.txt
Obtain usage csv files and store them in the ./data
directory.
Expected file structure for ./data
:
./data
├── 2023_11
│ ├── gasverbrauch.csv
│ └── stromverbrauch.csv
├── 2023_12
│ ├── gasverbrauch.csv
│ └── stromverbrauch.csv
├── 2024_01
│ ├── gasverbrauch.csv
│ └── stromverbrauch.csv
Open evaluation.ipynb
with a python notebook tool like Jupyter or VSCode and select the environment with the previously installed dependencies as kernel.
Run notebook. To evalute the power consumption, make sure to run the power consumption data loading block (Block 2) and skip running the gas consompution data loading block (Block 3) and vice versa.