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How to mark 90 percentile in gnuplot

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gnuplot

How to mark 90 percentile in gnu plot. sample needed

plot [][] "fle.txt" using 1:2 with lines

This is how i plot the graph i want to mark the 90% in the graph this is my data set

time(seconds)  frequency  cumulativeFrequency
10             2          2
11             6          8
12             8          16
13             10         26
14             7          33
15             5          38
16             5          43
17             4          47
18             2          49
like image 507
Geehan Avatar asked Dec 21 '25 09:12

Geehan


2 Answers

I can't see any way to do this in gnuplot by itself, but it's not hard to do using python --

# percent90.py
import sys
def to_num(iterable):
    for line in iterable:
        columns = line.split()  # split into columns
        if not columns:  # empty line
            continue
        try:
            yield float(columns[1])  # This is a good number -- Yield it and keep going
        except ValueError:  # Not a number on the line
            pass            # just keep going -- do nothing
        except IndexError:
            print line

with open(sys.argv[1]) as fin:
     data = sorted(to_num(fin))

top_10 = data[int(len(data)*0.9):]  #top 10 percent of the data
print(top_10[0])

which you can call something like:

python percent90.py path/to/datafile

This will tell you where to place your mark. As for marking it, I would probably do something like this in gnuplot:

YVAL = `python percent90.py path/to/datafile`
set arrow 1 from graph 0,first YVAL to graph 1,first YVAL ls 1 nohead front
like image 82
mgilson Avatar answered Dec 24 '25 10:12

mgilson


If you just want to compute the 90% point of the data, this could be done with the stats or plot command and gnuplot's internal variables, then draw a line as mgilson suggested:

#!/usr/bin/env gnuplot

set terminal png
set output 'test.png'

# 'every ::1' skips header
stats 'fle.txt' every ::1 

mark = (STATS_max_y - STATS_min_y)*0.9 + STATS_min_y

set arrow 1 from graph 0,first mark to graph 1,first mark ls 1 nohead front

plot 'fle.txt' every ::1

This script produces this output:

enter image description here

like image 37
andyras Avatar answered Dec 24 '25 12:12

andyras



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