Code for the paper "Measuring the impact of multimodal cycling infrastructures on accessibility to jobs in Amsterdam, using a utility-based indicator."
This code is used for computing the results of the paper "Measuring the impact of multimodal cycling infrastructures on accessibility to jobs in Amsterdam, using a utility-based indicator.".
This code measures job accessibility improvements in Amsterdam when cycling can be combined with public transport and quantifies the individual contribution of every potential bicycle parking location and cycle lane in the total accessibility improvements.
This source code should be stored in a folder named code. The folder code and the folder data should be located in the same directory.
FORMAT
*.mkd;
*.ipynb;
*.txt;
*.csv
RECOMMENDED HARDWARE
1. Processor: Intel® Core™ i5-10210U CPU
2. RAM: 16GiB of RAM (DDR4)
3. GPU: Intel® UHD Graphics GPU
RECOMMENDED OPERATING SYSTEM
Ubuntu 22.04.2, 64-bit
REQUIRED VERSION OF PYTHON
3.9.7
REQUIRED LIBRARIES USED
see requirements.txt
EXTRA FILE
parameter.csv specifies some parameters used in the analysis.
SEQUENCE OF SCRIPTS
The scripts should be run in the following order:
1. perimeter_of_study.ipynb
2. transfer_preprocess.ipynb
3. waiting_time.ipynb
4. shortest_path.ipynb
5. compute_stops_reachable_PT.ipynb
6. compute_accessibility.ipynb
7. identifying_cr_infrastructure.ipynb
- 2023-05-26 first online, published, posted
DATA
To access the source code, use the following command:
git clone https://data.4tu.nl/v3/datasets/d29a32cc-f9b1-4624-a16c-0d82eaa54785.git
- 1,980 bytesMD5:
f87a31d6c5211ba49c320ff67f476ee2README_code.mkd - 44,637 bytesMD5:
1fa1399fe8b2fc0ea872ed6949844fb9compute_accessibility.ipynb - 48,918 bytesMD5:
09460ce3abdffff692e2648872ee16c5compute_stops_reachable_PT.ipynb - 39,805 bytesMD5:
3f2267942e684722f513aec5c468fa43identify_cr_infrastructure.ipynb - 1,579 bytesMD5:
84642f28cfa41dcfc9a9ebde54924c7bparameter.csv - 15,817 bytesMD5:
d5d5060f76f7ad36adc64f38e6022ffaperimeter_of_study.ipynb - 1,169 bytesMD5:
a78baedf2627750d53caf9fe14aa15afrequirements.txt - 21,664 bytesMD5:
6acf117d7fe111de079c012e8da1ad3dshortest_paths.ipynb - 5,087 bytesMD5:
827e54fb1bc384ac60424a2fa69965c4transfer_preprocess.ipynb - 3,477 bytesMD5:
34b18f4618e2106a65bbb13aa862e8b2visualization_transit_map.ipynb - 109,299 bytesMD5:
3e5e6d0f264db7df3a56adfb42a3ec58waiting_time.ipynb -
download all files (zip)
293,432 bytes unzipped
