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Python Pandas - Remove the specified categories from CategoricalIndex

AmitDiwan

AmitDiwan

Updated on 18-Oct-2021 07:10:02

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To remove the specified categories from CategoricalIndex, use the remove_categories() method in Pandas.At first, import the required libraries −import pandas as pdSet 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"], ... Read More

Python Pandas CategoricalIndex - Add new categories

AmitDiwan

AmitDiwan

Updated on 18-Oct-2021 07:07:25

209 Views

To add new categories, use the CategoricalIndex add_categories() method in Pandas. At first, import the required libraries −import pandas as pdSet 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, ... Read More

Python Pandas CategoricalIndex - Reorder categories

AmitDiwan

AmitDiwan

Updated on 18-Oct-2021 07:04:54

419 Views

To eorder categories, use the CategoricalIndex reorder_categories() method in Pandas. At first, import the required libraries −import pandas as pdCategoricalIndex 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 ... Read More

Python Pandas CategoricalIndex - Rename categories with lambda

AmitDiwan

AmitDiwan

Updated on 18-Oct-2021 07:02:14

186 Views

To rename categories with Lambda, use the CategoricalIndex rename_categories() method in Pandas.At first, import the required libraries −import pandas as pdCategoricalIndex 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 ... Read More

Python Pandas CategoricalIndex - Rename categories with dict-like new categories

AmitDiwan

AmitDiwan

Updated on 18-Oct-2021 06:50:12

133 Views

To rename categories with dict-like new categories, use the CategoricalIndex rename_categories() method in Pandas.At first, import the required libraries −import pandas as pdCategoricalIndex can only take on a limited, and usually fixed, number of possible values. Treat the categorical as ordered using the "ordered" parameter −catIndex = pd.CategoricalIndex(["p", "q", "r", ... Read More

Python Pandas CategoricalIndex - Rename categories

AmitDiwan

AmitDiwan

Updated on 18-Oct-2021 06:47:25

294 Views

To rename categories, use the CategoricalIndex rename_categories() method in Pandas. At first, import the required libraries −import pandas as pdCategoricalIndex 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 ... Read More

Python Pandas CategoricalIndex - Check whether the categories have an ordered relationship

AmitDiwan

AmitDiwan

Updated on 18-Oct-2021 06:44:28

107 Views

To check whether the categories have an ordered relationship, use the ordered property of the CategoricalIndex.At first, import the required libraries −import pandas as pdSet 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", ... Read More

Python Pandas CategoricalIndex - Get the categories of this categorical

AmitDiwan

AmitDiwan

Updated on 18-Oct-2021 06:41:04

459 Views

To get the categories of this categorical, use the categories property of the CategoricalIndex in Pandas. At first, import the required libraries −import pandas as pdCategoricalIndex can only take on a limited, and usually fixed, number of possible values (categories. Set the categories for the categorical using the "categories" parameter. ... Read More

Python Pandas CategoricalIndex - Get the category codes of this categorical

AmitDiwan

AmitDiwan

Updated on 18-Oct-2021 06:38:25

357 Views

To get the category codes of this categorical, use the codes property of the CategoricalIndex in Pandas. At first, import the required libraries −import pandas as pdCategoricalIndex can only take on a limited, and usually fixed, number of possible values (categories). Set the categories for the categorical using the "categories" ... Read More

Python Pandas - Get the maximum value from Ordered CategoricalIndex

AmitDiwan

AmitDiwan

Updated on 14-Oct-2021 11:12:51

417 Views

To get the maximum value from Ordered CategoricalIndex, use the catIndex.max() method in Pandas.At first, import the required libraries −import pandas as pdSet 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", ... Read More

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