Grid-based dataset of Barcelona POIs

This is a processed dataset, generated by a) a set of datasets collected from the open portal of Barcelona city containing points-of-interest and b) image of Barcelona city collected from Copernicus Access Hub. 

The dataset contains a series of csv files, where each csv file describes a grid of square cells of different lengths (1, 2, 5, 10km). Each cell corresponds to a geographical area in the city, with the following attributes:

Geometry, describing the spatial dimension of the cell

min, max, avg, sum kurtosis, skewness, stddev, variation of the number of a given POI, such as bike stations, zoos, participation spaces, etc.

not_vegetation, percentage of space in the cell with no vegetation

vegetation, percentage of space in the cell with vegetation

water, percentage of space in the cell with water

other, percentage of space in the cell with other than vegetation, water