Python Pandas CategoricalIndex - 檢查類別是否具有有序關係


若要檢視類別是否具有有序關係,請使用 CategoricalIndex 的ordered 屬性。

首先,匯入所需庫 −

import pandas as pd

使用 “categories”引數為類別設定類別。使用 “ordered”引數將類別視為有序 −

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("\nDisplayingCategories from CategoricalIndex...\n",catIndex.categories)

檢查類別是否有序關係 −

print("\nDoes categories have ordered relationship...\n",catIndex.ordered)

示例

以下是程式碼 −

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("\nDisplayingCategories from CategoricalIndex...\n",catIndex.categories)

# Check categories for ordered relationship
print("\nDoes categories have ordered relationship...\n",catIndex.ordered)

輸出

這將產生以下輸出 −

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')

Does categories have ordered relationship...
True

更新時間: 18-10-2021

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