Pandas Convert 'NA' to NaN

Question

I just picked up Pandas to do with some data analysis work in my biology research. Turns out one of the proteins I\'m analyzing is called \'NA\'.

I have a matrix wit

Answer 1

Turn off NaN detection this way: pd.read_csv(filename, keep_default_na=False)

I originally suggested na_filter=False, which gets the job done. But, if I understand Jeff's comments below, this is a cleaner solution.

Example:

In [1]: pd.read_csv('test')
Out[1]:[4]: pd.read_csv('test', keep_default_na=False)
Out[4]:1   2
2   3