Python Pandas - 排序索引值並返回對索引進行排序的索引
要對索引值排序並也返回對索引進行排序的索引,請使用 index.sort_values()。將 return_indexer 引數設定為 True。
首先,匯入需要的庫 −
import pandas as pd
建立 Pandas 索引 −
index = pd.Index([50, 10, 70, 95, 110, 90, 30])
顯示 Pandas 索引 −
print("Pandas Index...\n",index)對索引值進行排序。預設為升序排列。使用值設為 True 的 “return_indexer” 引數返回對索引進行排序的索引 −
print("\nSort and also return the indices that would sort the index...\n",index.sort_values(return_indexer=True))示例
以下是程式碼 −
import pandas as pd
# Creating Pandas index
index = pd.Index([50, 10, 70, 95, 110, 90, 30])
# Display the Pandas index
print("Pandas Index...\n",index)
# Return the number of elements in the Index
print("\nNumber of elements in the index...\n",index.size)
# Sort index values
# By default, sorts in Ascending order
# Return the indices to sort the index using the "return_indexer" parameter with value True
print("\nSort and also return the indices that would sort the index...\n",index.sort_values(return_indexer=True))輸出
將產生如下輸出 −
Pandas Index... Int64Index([50, 10, 70, 95, 110, 90, 30], dtype='int64') Number of elements in the index... 7 Sort and also return the indices that would sort the index... (Int64Index([10, 30, 50, 70, 90, 95, 110], dtype='int64'), array([1, 6, 0, 2, 5, 3, 4], dtype=int64))
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