I'd just use octave. It's as simple as
$ octave
octave:1> a=load('numbers.txt');
octave:2> sum(a)
ans = 55
octave:3> mean(a)
ans = 5.5000
octave:4> std(a)
ans = 3.0277
octave:5> quantile(a)
ans =
1.0000
3.0000
5.5000
8.0000
10.0000
etc