问题
I have a data file that I am creating a histogram from.
The data file is :
-0.1 0 0 JANE
1 1 1 BILL
2 2 1 BILL
1 3 1 BILL
6 4 0 JANE
35 5 0 JANE
9 6 1 BILL
4 7 1 BILL
24 8 1 BILL
28 9 1 BILL
9 10 0 JANE
16 11 1 BILL
4 12 0 JANE
45 13 1 BILL
My gnuplot script is :
file='test.txt'
binwidth=10
bin(x,width)=width*floor(x/width)
set boxwidth 1
plot file using (bin($1,binwidth)):(1.0) smooth freq with boxes, \
file using (1+(bin($2,binwidth))):(1.0) smooth freq with boxes
I would like to plot this data on a logscale in y. However there are some 0 values (because some of the bins are empty) that cannot be handled by set logscale y. I get the error Warning: empty y range [1:1], adjusting to [0.99:1.01].
According to gnuplot's help, "The frequency option makes the data monotonic in x; points with the same x-value are replaced by a single point having the summed y-values."
How can I take the log10() of the summed y-values computed by smooth freq with boxes?
回答1:
There are at least two things that you could do. One is to use a linear axis between 0 and 1 and then use the logarithmic one as explained in this answer. The other one is to plot to a table first and then set the log scale ignoring the points with zero value.
With a normal linear axis and your code (plus set yrange [0:11]) your data looks:
Now lets plot to a table, then set the log scale, then plot ignoring the zero values:
file='test.txt'
binwidth=10
bin(x,width)=width*floor(x/width)
set table "data"
plot file using (bin($1,binwidth)):(1.0) smooth freq, \
file using (1+(bin($2,binwidth))):(1.0) smooth freq
unset table
set boxwidth 1
set logscale y
set yrange [0.1:11]
plot "data" index 0 using ($1):($2 == 0 ? 1/0 : $2) with boxes lc 1, \
"data" index 1 using ($1):($2 == 0 ? 1/0 : $2) with boxes lc 2
set table sometimes generates some undesirable points in the plot, which you can see at x = 0. To get rid of them you can use "< grep -v u data" instead of "data".
来源：https://stackoverflow.com/questions/32465409/gnuplot-using-a-logarithmic-axis-for-a-histogram