bikes {fmeffects}

Regression data of the usage of rental bikes in Washington D.C., USA

Description

This data set contains information on daily bike sharing usage in Washington, D.C. for the years 2011-2012. The target variable is count, the total number of bikes lent out to users at a specific day.

Usage

data(bikes)

Format

An object of class data.frame with 731 rows and 10 columns.

Details

This data frame contains the following columns:

season

Season of the year

year

Year; 0=2011, 1=2012

holiday

If a day is a public holiday (y/n)

weekday

Day of the week

workingday

If a day is aworking day (y/n)

weather

Weather situation

temp

Temperature in degrees celsius

humidity

Humidity (relative)

windspeed

Windspeed in miles per hour

count

Total number of bikes lent out to users

Source

The original data can be found on the UCI database (ID = 275).

References

Fanaee-T, Hadi, and Gama, Joao, "Event labeling combining ensemble detectors and background knowledge", Progress in Artificial Intelligence (2013): pp. 1-15, Springer Berlin Heidelberg, doi:10.1007/s13748-013-0040-3.