[英]Python : Convert 2D numpy array to pandas series
I have a 2D numpy array like below, which I would like to store in a pandas column.我有一个 2D numpy 数组,如下所示,我想将其存储在 pandas 列中。 I'm unable to find relevant example any where upon search.
我无法在搜索的任何地方找到相关示例。 Please help.Thanks!
请帮忙。谢谢!
#2D array
[[0,2],[2,3]]
#Expected output is pandas dataframe with single column :
[0,2]
[2,3]
IIUC use: IIUC 用途:
a = np.array([[0,2],[2,3]])
s = pd.Series(a.tolist())
print (s)
0 [0, 2]
1 [2, 3]
dtype: object
EDIT: For avoid lists use:编辑:对于避免列表使用:
a = np.array([[0,2],[2,3]])
s = pd.Series(list(a))
print (s)
0 [0, 2]
1 [2, 3]
dtype: object
print (s.apply(type))
0 <class 'numpy.ndarray'>
1 <class 'numpy.ndarray'>
dtype: object
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