MBCbook (version 0.1.2)

velibCount: The discrete version (count data) of the Vélib data set

Description

The discrete version (count data) of Vélib data set contains data from the bike sharing system of Paris, called Vélib. The data consist in the number of bikes at stations over one week. The data were collected every hour during the period Sunday 1st Sept. - Sunday 7th Sept., 2014. The data were first used in Bouveyron et al. (2015) <doi:10.1214/15-AOAS861>.

Usage

data("velibCount")

Format

The format is:

- data: the nb of available bikes of the 1189 stations at 181 time points.

- position: the longitude and latitude of the 1189 bike stations.

- dates: the download dates.

- bonus: indicates if the station is on a hill (bonus = 1).

- names: the names of the stations.

References

The data were first used in C. Bouveyron, E. Côme and J. Jacques, The discriminative functional mixture model for the analysis of bike sharing systems, The Annals of Applied Statistics, vol. 9 (4), pp. 1726-1760, 2015 <doi:10.1214/15-AOAS861>.

Examples

data(velib2D)