Python 如何仅打印出熊猫数据框的索引?

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时间:2020-08-19 07:57:16  来源:igfitidea点击:

How can I print out just the index of a pandas dataframe?

pythonpandas

提问by Dan

I'm trying to make a table, and the way Pandas formats its indices is exactly what I'm looking for. That said, I don't want the actual data, and I can't figure out how to get Pandas to print out just the indices without the corresponding data.

我正在尝试制作一张表格,而 Pandas 格式化其索引的方式正是我正在寻找的。也就是说,我不想要实际数据,而且我不知道如何让 Pandas 只打印出没有相应数据的索引。

采纳答案by EdChum

You can access the index attribute of a df using .index:

您可以使用以下方法访问 df 的索引属性.index

In [277]:

df = pd.DataFrame({'a':np.arange(10), 'b':np.random.randn(10)})
df
Out[277]:
   a         b
0  0  0.293422
1  1 -1.631018
2  2  0.065344
3  3 -0.417926
4  4  1.925325
5  5  0.167545
6  6 -0.988941
7  7 -0.277446
8  8  1.426912
9  9 -0.114189
In [278]:

df.index
Out[278]:
Int64Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype='int64')

回答by fixxxer

.index.tolist()is another function which you can get the index as a list:

.index.tolist()是另一个可以将索引作为列表获取的函数:

In [1391]: datasheet.head(20).index.tolist()
Out[1391]: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19]

回答by NILESH KUMAR

You can access the index attribute of a df using df.index[i]

您可以使用 df.index[i] 访问 df 的索引属性

>> import pandas as pd
>> import numpy as np
>> df = pd.DataFrame({'a':np.arange(5), 'b':np.random.randn(5)})
   a         b
0  0  1.088998
1  1 -1.381735
2  2  0.035058
3  3 -2.273023
4  4  1.345342

>> df.index[1] ## Second index
>> df.index[-1] ## Last index

>> for i in xrange(len(df)):print df.index[i] ## Using loop
... 
0
1
2
3
4