This contains all the necessary resources to generate the figures in the article

Manik, D., Molkenthin, N. Topology dependence of on-demand ride-sharing. Appl Netw Sci 5, 49 (2020). https://doi.org/10.1007/s41109-020-00290-2, https://arxiv.org/abs/2001.09711.

HOWTO

1. Install the software

# Create a new virtualenv and activate it
python3.6 -m venv venv
source venv/bin/activate
# install depndencies
pip install -r requirements.txt
pip install -e ./

2. Download streetnetworks using OSMnx for figures 5-6. Execute generate_data_and_plot/gen_streetnetworks_for_simulations.ipynb.

3. Run the simulations. This can be done by running generate_data_and_plot/generate_all_data.py. This is a time and resource intensive step, which is best done parallely in an HPC cluster. Ways to do so are described in generate_data_and_plot/cluster_generate_all_data.py

4. Now the figures can be generated. Execute the notebooks generate_data_and_plot/fig_.*.ipynb.