Converting strings to floats in a DataFrame

Question

How to covert a DataFrame column containing strings and NaN values to floats. And there is another column whose values are strings and floats; how to convert th

Answer 1

you have to replace empty strings ('') with np.nan before converting to float. ie:

df['a']=df.a.replace('',np.nan).astype(float)