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Sorry if there is a specific reason why this is not supported, but with boolean dataframe indexing, I would expect the following to work:
http://pandas.pydata.org/pandas-docs/dev/indexing.html#indexing-a-dataframe-with-a-boolean-dataframe
In [36]: df_rand = pd.DataFrame(np.random.randn(10,10))
In [37]: df_rand < 0
Out[37]:
0 1 2 3 4 5 6 7 8 9
0 False False True False True False True False True True
1 False True True False True False False True False True
2 True True True False True False False True False False
3 False False True False True True True False False True
4 True False False True False False True False False False
5 False False False False False False False False False False
6 False True False False True True True False False True
7 False False False True False False True False True False
8 True True True False True True True False False False
9 False False True True True False True True True False
In [38]: df_rand[df_rand < 0] = -0.1
In [39]: df_rand[df_rand < 0] += 0.1
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
C:\Python27\Scripts\<ipython-input-39-6dc58d9235e9> in <module>()
----> 1 df_rand[df_rand < 0] += 0.1
C:\Python27\lib\site-packages\pandas\core\frame.pyc in __getitem__(self, key)
1655 return self._getitem_multilevel(key)
1656 else:
-> 1657 return self._get_item_cache(key)
1658
1659 def _getitem_array(self, key):
C:\Python27\lib\site-packages\pandas\core\generic.pyc in _get_item_cache(self, item)
479 from pandas.core.frame import DataFrame
480 if isinstance(item, DataFrame):
--> 481 raise ValueError('Cannot index using (boolean) dataframe')
482 raise
483
ValueError: Cannot index using (boolean) dataframe
In [40]: print pd.__version__
0.8.0b1