summary() method to all pandas objects.

[daehyok]

I always envy summary() function in R. It is really useful in displaying basic statistics of each object. How about supporting the method for all pandas objects?

[wesm]

Have you tried .describe()?

[daehyok]

You already implemented it. Great!. One minor suggestion. I don't know why 25% and 75% were not included there. As we all know, they also defines IQR. How about adding them?

[wesm]

I agree it should be 1st and 3rd quartiles instead of 1st / 9th deciles by default. I'll make that change in 0.4.3

[wesm]

Changed in the above commit