bixi_temporal_features {BKTR}

Temporal Features in Montreal applicable to BIXI for 2019

Description

These data represent the temporal features in Montreal applicable to a Montreal based bike sharing company named BIXI. The data include six features (columns) for 196 days (rows). The time column represent the label associated to each captured time for the 2019 season of BIXI. The other columns contain information about Montral weather and applicable holidays for each day.

Usage

data("bixi_temporal_features")

Format

A data frame with 196 observations on the following 6 variables.

time

a IDate

humidity

a numeric vector

max_temp_f

a numeric vector

mean_temp_c

a numeric vector

total_precip_mm

a numeric vector

holiday

a numeric vector

Source

Lei, M., Labbe, A., & Sun, L. (2021). Scalable Spatiotemporally Varying Coefficient Modelling with Bayesian Kernelized Tensor Regression. arXiv preprint arXiv:2109.00046.

References

The weather data is sourced from the Environment and Climate Change Canada Historical Climate Data website.

The holiday column is specifying if a date is a holiday or not, according to the Quebec government.