Question

I have histogram data of the form

Key  |  #occurences_of_key
--------------------------
 -10 | 1200
   0 | 1000
  10 | 700
  33 | 500
  67 | 200
  89 | 134
--------------------------

Code to make it:

structure(c(-10, 0, 10, 33, 67, 89, 1200, 1000, 700, 500, 200, 134), .Dim = c(6L, 2L))

I want to plot an Empirical Cumulative Distribution Chart (percentile chart) using R with this data. I am new to R, so I appreciate any pointers. I read about the ecdf function available in R but it is hard for me to follow.

Answer 1

One way I can think of would be to use rep to reconstruct the original data and use ecdf on that.

mat <- structure(c(-10, 0, 10, 33, 67, 89, 1200, 1000, 700, 500, 200, 134), .Dim = c(6L, 2L))

original <- unlist(apply(mat, 1, function(x) rep(x[1], x[2])))

original_ecdf <- ecdf(original)

plot(original_ecdf)