Select points by drawing a freehand gate
Wajid Jawaid 2017-03-14
Installation
gatepoints can be installed from Github or through CRAN.
Github
library(devtools)
install_github("wjawaid/gatepoints")
CRAN
The package can be downloaded from CRAN using:
install.packages("gatepoints")
Usage example
gatepoints provides an easy to use function, fhs (freehand select) for gating or selecting points freehand on a plot. If using from RStudio please use X11 display for a better user experience. Take the simple plot below:
x <- data.frame(x=1:10, y=1:10, row.names = 1:10)
## If you are using RStudio do X11() first.
plot(x, pch = 16, col = "red")
library(gatepoints)
selectedPoints <- fhs(x, mark = TRUE)
To select an arbitrarily complex region run the above commands and proceed as follows:
- Mark region of your choice by left clicking around your region of interest.
- Close polygon by right clicking. On the Windows platform click stop after right clicking.
The points can be marked as defined by the user with additional parameters passed to the points function. The names of the points as given by the rownames of the data frame x will be returned in selectedPoints. Additionally the points selected for the gate will be returned as the gate attribute.
selectedPoints
#> [1] "4" "5" "7"
#> attr(,"gate")
#> x y
#> 1 6.099191 8.274120
#> 2 8.129107 7.048649
#> 3 8.526881 5.859404
#> 4 5.700760 6.716428
#> 5 5.605314 5.953430
#> 6 6.866882 3.764390
#> 7 3.313575 3.344069
#> 8 2.417270 5.217868
