5 examples of 'drop unnamed column pandas' in Python

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def _drop_col(self, df):
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    '''
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    Drops last column, which was added in the parsing procedure due to a
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    trailing white space for each sample in the text file
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    Arguments:
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        df: pandas dataframe
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    Return:
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        df: original df with last column dropped
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    '''
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    return df.drop(df.columns[-1], axis=1)

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@property
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def drop_columns(self):
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    drop_col=self.uni_table.query('Iv<%s'%(self._iv_threshold))
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    return pd.concat([drop_col,self.uni_table[self.uni_table['Iv'].isnull()]])

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def df_column_types_rename(df):
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    result = [df[x].dtype.name for x in list(df.columns)]
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    result[:] = [x if x != 'object' else 'string' for x in result]
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    result[:] = [x if x != 'int64' else 'integer' for x in result]
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    result[:] = [x if x != 'float64' else 'double' for x in result]
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    result[:] = [x if x != 'bool' else 'boolean' for x in result]
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    return result

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def _clean_column(self, column):
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    if not isinstance(column, (int, str, unicode)):
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        raise ValueError('{} is not a valid column'.format(column))
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    return column in self.df.columns

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def _clean_columns(df, keep_colnames):
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    new_colnames = []
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    for i,colname in enumerate(df.columns):
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        if colname not in keep_colnames:
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            new_colnames.append(i)
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        else:
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            new_colnames.append(colname)
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    return new_colnames