How to combine two box-whisker plots into one using gnuplot

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陌清茗
陌清茗 2021-01-07 09:15

I have two box-whisker plots, one showing time, another memory usage. Please see below:

Box-Whisker plot showing time usage: http://goo.gl/jhYBXr

Box-Whisker

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  • 2021-01-07 09:52

    As you haven't provided any example data, I used the data from gnuplot's candlestick.dem demo and assumed, you have the JDK numbers in the first column:

    2.1 1 1.5 2   2.4 4   6.
    2.2 2 1.5 3   3.5 4   5.5
    3.0 3 4.5 5   5.5 6   6.5
    3.1 4 3.7 4.5 5.0 5.5 6.1
    4.0 5 3.1 3.5 4.2 5   6.1
    5.0 6 1   4   5.0 6   9
    6.0 7 4   4   4.8 6   6.1
    7.0 8 4   5   5.1 6   6.1
    

    The plotting is done like follows:

    1. Plot an empty plot (with linetype -3, which doesn't draw anything) and use xticlabels to generate the custom xtics.

    2. Plot the box-whiskers for the time usage shifted a bit to the left relative to the xtic

    3. Plot the box-whiskers for the memory usage shifted a bit to the right relative to the xtic

    For simplicity, here I use the same data for both time and memory, but you can of course use different data files and different y2range and yrange:

    set boxwidth 0.2 absolute
    set offset 0.5,0.5,0,0
    
    set yrange[0:10]
    set y2range[0:10]
    set ytics nomirror
    set y2tics
    set ylabel 'time usage'
    set y2label 'memory usage'
    set xlabel 'JDKs'
    
    set key left
    
    plot 'data.txt' using 2:4:xticlabels(1) linetype -3 notitle,\
         '' using ($2-0.15):4:3:7:6 with candlesticks linetype 1 title 'Quartiles, time' whiskerbars,\
         '' using ($2-0.15):5:5:5:5 with candlesticks linetype -1 linewidth 2 notitle,\
         'data.txt' using ($2+0.15):4:3:7:6 with candlesticks linetype 2 axes x1y2 title 'Quartiles, memory' whiskerbars,\
         '' using ($2+0.15):5:5:5:5 with candlesticks linetype -1 linewidth 2 axes x1y2 notitle
    

    This gives:

    enter image description here

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