First, the loss of data classification
1) nd are divided into two types: None and np.nan (NaN)
Wherein, None, python objects, Object is a; and a float is nan
Two different types, the operation speed is different
2) pandas Two were treated as NaN (np.nan)
Created by control columns have NaN data: