Python——使用删除多重索引元素的新建 Pandas 索引


要使用删除多重索引元素的新建 Pandas 索引,请使用 index.delete() 方法。在其中设置多重索引元素。

首先,导入所需的库 −

import pandas as pd

创建索引 −

index = pd.Index([15, 25, 35, 45, 55, 75, 95])

显示索引 −

print("Pandas Index...\n",index)

删除第 3 个位置(即索引 2)和第 5 个位置(即索引 4)的多重索引 −

print("\nRemaining Index after deleting multiple index elements...\n", index.delete([2, 4]))

示例

以下是代码 −

import pandas as pd

# Creating the index
index = pd.Index([15, 25, 35, 45, 55, 75, 95])

# Display the index
print("Pandas Index...\n",index)

# Return the number of elements in the Index
print("\nNumber of elements in the index...\n",index.size)

# Return a tuple of the shape of the underlying data
print("\nA tuple of the shape of underlying data...\n",index.shape)

# get the bytes in the data
print("\nReturn the bytes...\n",index.nbytes)

# get the dimensions of the data
print("\nReturn the dimensions...\n",index.ndim)

# deleting multiple indexes at 3rd position i.e. index 2 and 5th position i.e. index 4
print("\nRemaining Index after deleting multiple index elements...\n", index.delete([2, 4]))

输出

这将生成以下代码 −

Pandas Index...
Int64Index([15, 25, 35, 45, 55, 75, 95], dtype='int64')

Number of elements in the index...
7

A tuple of the shape of underlying data...
(7,)

Return the bytes...
56

Return the dimensions...
1

Remaining Index after deleting multiple index elements...
Int64Index([15, 25, 45, 75, 95], dtype='int64')

于更新:2021-10-13

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