python - Which languages allow importing non-rectangular data to plot -


i have deal data multiple experimental runs have different x-axis sizes. data may instance.

[1 2 3 4]   [5 6]   [7 8 9 10 15]   [4]  

this means languages (e.g. matlab) either have tough time reading in data, or aren't plotting friendly (e.g. java). can suggest language makes importing, manipulating, , plotting data easy? switched python numpy/scipy haven't found helpful (i using python). please post specific functionality opposed blanket statements language. thanks

here's attempt in free, open-source statistical programming language r - i'll try update more specifics data.

as example data file, i'm using .txt these lines:

1, 2, 3, 4 5, 6 7, 8, 9, 10, 15 4 

to read in data, i'd write:

# set option - trust me options(stringsasfactors = false)  # read each line of file vector of strings x <- readlines(con = file("blah.txt"))  # split whatever delimiter xlist <-strsplit(x, ", ")  # now, each experiment's data element in xlist # it'll easiest plot if whole thing data.frame # i'm there's more elegant way this, but... # name elements of xlist (kludge) names(xlist) <- c("experiment 1", "experiment 2",                    "experiment 3", "experiment 4")  # convert each experiment's data data.frame, stack # using package plyr library(plyr)  dat <- ldply(names(xlist), .fun = function(expname) {        data.frame(exp = expname,                  result = xlist[[expname]])  })   # check out data.frame make sure came through okay str(dat)  # might need convert string numeric... dat$result <- as.numeric(dat$result)   # plot (for i'd use ggplot2) library(ggplot2)  # results ggplot(dat, aes(x = result)) + geom_histogram()  # experiment ggplot(dat, aes(x = result)) + geom_histogram() + facet_wrap( ~ expname)  # overlaid densities - doesn't work if experiment has few results ggplot(dat, aes(x = result, color = expname)) + geom_density() 

no doubt there's more elegant way this, general flow in r - read in list (doesn't need rectangular data), convert molten-format data (inherently rectangular), plot.


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