Python Pandas CategoricalIndex - 獲取此分類的類別


要獲取此分類的類別,請使用 Pandas 中 CategoricalIndexcategories 屬性。首先,匯入所需的庫 −

import pandas as pd

CategoricalIndex 只能取有限的,通常是固定的可能值(類別)。使用 "categories" 引數為分類設定類別。使用 "ordered" 引數將分類視為有序的 −

catIndex = pd.CategoricalIndex(["p", "q", "r", "s","p", "q", "r", "s"], ordered=True, categories=["p", "q", "r", "s"])

顯示分類索引 −

print("Categorical Index...\n",catIndex)

獲取類別 −

print("\nDisplaying Categories from CategoricalIndex...\n",catIndex.categories)

範例

如下所示為程式碼 −

import pandas as pd

# CategoricalIndex can only take on a limited, and usually fixed, number of possible values
# Set the categories for the categorical using the "categories" parameter
# Treat the categorical as ordered using the "ordered" parameter
catIndex = pd.CategoricalIndex(["p", "q", "r", "s","p", "q", "r", "s"], ordered=True, categories=["p", "q", "r", "s"])

# Display the Categorical Index
print("Categorical Index...\n",catIndex)

# Get the categories
print("\nDisplaying Categories from CategoricalIndex...\n",catIndex.categories)

輸出

將產生以下輸出 −

Categorical Index...
CategoricalIndex(['p', 'q', 'r', 's', 'p', 'q', 'r', 's'], categories=['p', 'q', 'r', 's'], ordered=True, dtype='category')

DisplayingCategories from CategoricalIndex...
Index(['p', 'q', 'r', 's'], dtype='object')

更新於:2021 年 10 月 18 日

381 次瀏覽

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