Python Pandas - 獲取 MultiIndex 的級別
若要獲取 MultiIndex 中的級別,請使用 Pandas 中的 MultiIndex.levels 屬性。首先,匯入所需的庫:
import pandas as pd
MultiIndex 是 pandas 物件的多層次(或分層)索引物件。建立陣列:
arrays = [[1, 2, 3, 4, 5], ['John', 'Tim', 'Jacob', 'Chris', 'Keiron']]
"names" 引數為索引的每個級別設定名稱。from_arrays() 用於建立 Multiindex:
multiIndex = pd.MultiIndex.from_arrays(arrays, names=('ranks', 'student'))在 Multiindex 中獲取級別:
print("\nThe levels in Multi-index...\n",multiIndex.levels)
示例
以下為該程式碼:
import pandas as pd
# MultiIndex is a multi-level, or hierarchical, index object for pandas objects
# Create arrays
arrays = [[1, 2, 3, 4, 5], ['John', 'Tim', 'Jacob', 'Chris', 'Keiron']]
# The "names" parameter sets the names for each of the index levels
# The from_arrays() uis used to create a Multiindex
multiIndex = pd.MultiIndex.from_arrays(arrays, names=('ranks', 'student'))
# display the Multiindex
print("The Multi-index...\n",multiIndex)
# get the levels in Multiindex
print("\nThe levels in Multi-index...\n",multiIndex.levels)輸出
這將產生以下輸出:
The Multi-index... MultiIndex([(1, 'John'), (2, 'Tim'), (3, 'Jacob'), (4, 'Chris'), (5, 'Keiron')], names=['ranks', 'student']) The levels in Multi-index... [[1, 2, 3, 4, 5], ['Chris', 'Jacob', 'John', 'Keiron', 'Tim']]
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