AmitDiwan has Published 10744 Articles

Python Pandas - Get location and sliced index for requested label/ level but do not drop the level

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 08:19:02

109 Views

To get location and sliced index for requested label/ level in a MultiIndex, use the get_loc_level() method in Pandas. Use the drop_level parameter and set it False to avoid dropping the level.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas ... Read More

Python Pandas - Get location and sliced index for requested label/ level in a MultiIndex

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 08:16:13

173 Views

To get location and sliced index for requested label/ level in a MultiIndex, use the get_loc_level() method in Pandas.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas objects −multiIndex = pd.MultiIndex.from_arrays([list('pqrrss'), list('strvwx')], names=['One', 'Two'])Display the MultiIndex −print("The MultiIndex...", multiIndex) Get ... Read More

Python Pandas - Get location for a sequence of labels in a MultiIndex

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 08:14:16

156 Views

To get location for a sequence of labels in a MultiIndex, use the MutiIndex.get_locs() method in Pandas.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas objects −multiIndex = pd.MultiIndex.from_arrays([list('pqrrst'), list('kytssp')]) Display the MultiIndex −print("The MultiIndex...", multiIndex)Get the location for a ... Read More

Python Pandas - Get location for a label or a tuple of labels in a MultiIndex

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 08:12:27

181 Views

To get location for a label or a tuple of labels in a MultiIndex, use the MultiIndex.get_loc() method in Pandas.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas objects −multiIndex = pd.MultiIndex.from_arrays([list('pqrrss'), list('stuvwx')]) Display the MultiIndex −print("The MultiIndex...", multiIndex)Get the ... Read More

Python Pandas - Rearrange levels in MultiIndex

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 08:08:47

3K+ Views

To rearrange levels in MultiIndex, use the MultiIndex.reorder_levels() method in Pandas. Set the order of levels using the order parameter.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas objects. Create arrays −arrays = [[2, 4, 3, 1], ['Peter', 'Chris', 'Andy', ... Read More

Python Pandas - Rearrange levels using level name in MultiIndex

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 08:05:45

331 Views

To rearrange levels using level name in MultiIndex, use the MultiIndex.reorder_levels() method in Pandas. Pass the levels (level names) to be rearranged as arguments.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas objects. Create arrays −arrays = [[2, 4, 3, ... Read More

Python Pandas - Swap levels of a MultiIndex

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 08:02:30

1K+ Views

To swap levels of a MultiIndex, use the swaplevel() method in Pandas. The levels to be swapped should be mentioned as arguments.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas objects. Create arrays −arrays = [[2, 4, 3, 1], ['Peter', ... Read More

Python Pandas - Return MultiIndex with multiple levels removed using the level names

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 08:00:02

168 Views

To return MultiIndex with multiple levels removed using the level names, use the MultiIndex.droplevel() method and set the multiple levels (level name) to be removed as arguments.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas objects. Create arrays −arrays = ... Read More

Python Pandas - Return MultiIndex with requested level removed using the level name

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 07:57:35

158 Views

To return MultiIndex with requested level removed using the level name, use the MultiIndex.droplevel() method and set the level (level name) to be removed as an argument.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas objects. Create arrays −arrays = ... Read More

Python Pandas - Return MultiIndex with requested level removed

AmitDiwan

AmitDiwan

Updated on 19-Oct-2021 07:54:26

136 Views

To return MultiIndex with requested level removed, use the MultiIndex.droplevel() method in Pandas. Set the level to be removed as an argument.At first, import the required libraries −import pandas as pdMultiIndex is a multi-level, or hierarchical, index object for pandas objects. Create arrays −arrays = [[2, 4, 3, 1], ['Peter', ... Read More

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