删除数据帧Pandas中的NULL列？

Question

我有一个dataFrame熊猫,有几个列都有空值.是否有内置函数可以删除这些列？

谢谢!

Answer 1

是的,dropna.请参阅http://pandas.pydata.org/pandas-docs/stable/missing_data.html和DataFrame.dropnadocstring:

Definition: DataFrame.dropna(self, axis=0, how='any', thresh=None, subset=None)
Docstring:
Return object with labels on given axis omitted where alternately any
or all of the data are missing

Parameters
----------
axis : {0, 1}
how : {'any', 'all'}
    any : if any NA values are present, drop that label
    all : if all values are NA, drop that label
thresh : int, default None
    int value : require that many non-NA values
subset : array-like
    Labels along other axis to consider, e.g. if you are dropping rows
    these would be a list of columns to include

Returns
-------
dropped : DataFrame

要运行的特定命令是:

df=df.dropna(axis=1,how='all')