R Dataset / Package boot / amis

On this R-data statistics page, you will find information about the amis data set which pertains to Car Speeding and Warning Signs. The amis data set is found in the boot R package. You can load the amis data set in R by issuing the following command at the console data("amis"). This will load the data into a variable called amis. If R says the amis data set is not found, you can try installing the package by issuing this command install.packages("boot") and then attempt to reload the data with the library() command. If you need to download R, you can go to the R project website. You can download a CSV (comma separated values) version of the amis R data set. The size of this file is about 79,057 bytes.

Car Speeding and Warning Signs


The amis data frame has 8437 rows and 4 columns.

In a study into the effect that warning signs have on speeding patterns, Cambridgeshire County Council considered 14 pairs of locations. The locations were paired to account for factors such as traffic volume and type of road. One site in each pair had a sign erected warning of the dangers of speeding and asking drivers to slow down. No action was taken at the second site. Three sets of measurements were taken at each site. Each set of measurements was nominally of the speeds of 100 cars but not all sites have exactly 100 measurements. These speed measurements were taken before the erection of the sign, shortly after the erection of the sign, and again after the sign had been in place for some time.




This data frame contains the following columns:


Speeds of cars (in miles per hour).


A numeric column indicating the time that the reading was taken. A value of 1 indicates a reading taken before the sign was erected, a 2 indicates a reading taken shortly after erection of the sign and a 3 indicates a reading taken after the sign had been in place for some time.


A numeric column indicating whether the location of the reading was chosen to have a warning sign erected. A value of 1 indicates presence of a sign and a value of 2 indicates that no sign was erected.


A numeric column giving the pair number at which the reading was taken. Pairs were numbered from 1 to 14.


The data were kindly made available by Mr. Graham Amis, Cambridgeshire County Council, U.K.


Davison, A.C. and Hinkley, D.V. (1997) Bootstrap Methods and Their Application. Cambridge University Press.

Dataset imported from https://www.r-project.org.

Attachments: csv, json

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