Python Pandas - 删除重复值的返回索引保留最后一次出现
要返回删除重复值并保留最后一次出现的索引，请使用该方法。使用值为last的keep参数。index.drop_duplicates()
首先，导入所需的库-
import pandas as pd
创建具有一些重复项的索引-
index = pd.Index(['Car','Bike','Airplane','Ship','Airplane'])
显示索引-
print("Pandas Index with duplicates...\n",index)删除重复值的返回索引。值为“last”的“keep”参数保留每组重复条目的最后一次出现-
print("\nIndex with duplicate values removed (keeping the last occurrence)...\n",index.drop_duplicates(keep='last'))示例
以下是代码-
import pandas as pd
#创建具有一些重复项的索引
index = pd.Index(['Car','Bike','Airplane','Ship','Airplane'])
#显示索引
print("Pandas Index with duplicates...\n",index)
#返回数据的dtype
print("\nThe dtype object...\n",index.dtype)
#获取数据中的字节
print("\nGet the bytes...\n",index.nbytes)
#获取数据的维度
print("\nGet the dimensions...\n",index.ndim)
#删除重复值的返回索引
# The "keep" 带值的参数 "last" keeps the last occurrence for each set of duplicated entries
print("\nIndex with duplicate values removed (keeping the last occurrence)...\n",index.drop_duplicates(keep='last'))输出结果这将产生以下代码-
Pandas Index with duplicates... Index(['Car', 'Bike', 'Airplane', 'Ship', 'Airplane'], dtype='object') The dtype object... object Get the bytes... 40 Get the dimensions... 1 Index with duplicate values removed (keeping the last occurrence)... Index(['Car', 'Bike', 'Ship', 'Airplane'], dtype='object')
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