Q:

Python Pandas | How to get the levels in MultiIndex?

0

Get the levels in MultiIndex

MultiIndex.levels property is used to get the levels in MultiIndex. To work with MultiIndex in Python Pandas, we need to import the pandas library. Below is the syntax,

import pandas as pd

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Consider the below example –

Python code to get the names of levels in MultiIndex

# Import the pandas package
import pandas as pd

# Create arrays
cities = [
        ['New Delhi', 'Mumbai', 'Banglore', 'Kolkata'],
        ['New York', 'Los Angeles', 'Chicago', 'Houston']
    ]

# Create a Multiindex using from_arrays() 
mi = pd.MultiIndex.from_arrays(cities, names=('india_cities', 'usa_cities'))

# display the Multiindex
print("The MultiIndex...\n",mi)

# Get the levels in MultiIndex
print("The levels in MultiIndex...\n",mi.levels)

# Get the names of levels in MultiIndex
print("The names of levels in MultiIndex...\n",mi.names)

Output:

The MultiIndex...
 MultiIndex([('New Delhi',    'New York'),
            (   'Mumbai', 'Los Angeles'),
            ( 'Banglore',     'Chicago'),
            (  'Kolkata',     'Houston')],
           names=['india_cities', 'usa_cities'])
The levels in MultiIndex...
 [['Banglore', 'Kolkata', 'Mumbai', 'New Delhi'], ['Chicago', 'Houston', 'Los Angeles', 'New York']]
The names of levels in MultiIndex...
 ['india_cities', 'usa_cities']

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