pandas_util Module
Utility functions for working with pandas datatypes, i.e. DataFrames and
Series.
@author: drusk
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pml.utils.pandas_util.are_dataframes_equal(dataframe1, dataframe2)[source]
Compares two pandas DataFrame objects to see if they are equal.
- Args:
- dataframe1: pandas.DataFrame
dataframe2: pandas.DataFrame
- Returns:
- True if the DataFrames are identically-labeled and all elements are the
same. False otherwise.
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pml.utils.pandas_util.get_indices_with_value(series, value)[source]
Retrieves the indices of a pandas Series which have the specified value.
- Args:
- series: pandas.Series
- The series to search and retrieve indices from.
- value:
- The value to search for.
- Returns:
- indices: pandas.Index
- The indices which held the specified value.