cff-version: 1.2.0 abstract: "

## Data to reproduce figures from the paper:

>Cats, O., Kucharski, R., Danda, S. R., & Yap, M. (2021). Beyond the Dichotomy: How Ride-hailing Competes with and Complements Public Transport. arXiv preprint arXiv:2104.04208.


### fig_1_data.csv

* each row denotes a single histogram line with 7 percentile values (in columns), each row is named after city and attribute name

### fig_2_data.csv

* each row denotes a single histogram line with 7 percentile values (in columns), each row is named after city and attribute name

### maps.zip

* each map has its own csv file named `hexdata_city_attribute_level.csv`.

* each row in .csv file denotes single hex and contains: hex_id (https://github.com/uber/h3-py), hex geometry (in WKT format) and attribute value (used as a coloring scale in the maps)

### fig. 6

* each dot in the file is stored in the `.csv` as the x,y,value in respective lines in rows


" authors: - family-names: Kucharski given-names: Rafal orcid: "https://orcid.org/0000-0002-9767-8883" - family-names: Cats given-names: Oded - family-names: Yap given-names: Menno title: "Raw data to reproduce figures from the paper Beyond the Dichotomy: How Ride-hailing Competes with and Complements Public Transport" keywords: version: 1 identifiers: - type: doi value: 10.4121/16698166.v1 license: MIT date-released: 2021-09-30