python - 将列表项放在数据框的单独单元格中
问题描述
我有一个 numpy 数组列表,其中单个数组如下所示:
[array([[-0.8129685 , 0.25563928, 0.5257286 , ..., 0.27218387,
-0.09186438, 0.21530187]], dtype=float32), array([[-0.41776586, -0.03817111, 0.8204172 , ..., 0.16926236,
0.1923414 , 0.18040611]], dtype=float32), array([[-0.70996654, -0.03073553, 0.74552304, ..., 0.52257764,
-0.1465849 , -0.38585848]], dtype=float32), array([[-1.0497763 , -0.05266491, 0.69915617, ..., 0.24170516,
0.05062697, 0.29804927]], dtype=float32), array([[-0.70316374, 0.22170547, 0.47574154, ..., 0.52260965,
-1.2310463 , 0.431722 ]], dtype=float32), array([[-0.72455716, -0.05363848, 0.8941862 , ..., 0.05577775,
0.14195909, -0.0771163 ]], dtype=float32), array([[-0.45597026, 0.31754223, 0.72948986, ..., 0.40124443,
-0.52186936, 0.54976016]], dtype=float32), array([[-0.64960825, -0.02850961, 0.79791856, ..., 0.26005346,
-0.32073644, -0.1945045 ]], dtype=float32), array([[-0.6557834 , 0.1716764 , 0.938828 , ..., 1.0849419 ,
-0.12322052, -0.38584358]], dtype=float32), array([[-0.41776586, -0.03817111, 0.8204172 , ..., 0.16926236,
0.1923414 , 0.18040611]], dtype=float32)]
我想将数组的项目复制到数据框。我将这个数组列表作为变量embeddings
传递给第四行的数据框。
这是我得到的代码,但我不知道如何为列表中的每个项目执行此操作...
def createDataFrame(embeddings, data):
sentences = data['Interest_Name']
sentences_df = pd.DataFrame(sentences)
embeddings_df = pd.DataFrame(embeddings) ### don't know how to get the list of arrays right :/
print(embeddings_df)
dataframe = sentences_df.join(embeddings_df)
return dataframe
dataframe = createDataFrame(embeddings, data)
提前致谢!
解决方案
emdeddings 是列的名称?数据给出列表?每个 numpy 数组都是数据框中的一列?如果我是对的,那么试试这个:
# your given list of arrays
arr = [np.random.rand(5, 1), np.random.rand(5, 1), np.random.rand(5, 1)]
embeddings = list('abc')
arr = np.array(arr)
arr = reshape(3, 5).T
df = pd.DataFrame(arr, columns=embeddings)
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