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Showing content from https://github.com/pandas-dev/pandas/issues/12333 below:

behaviour of label indexing with floats on integer index · Issue #12333 · pandas-dev/pandas · GitHub

In [11]: s = pd.Series([1,2,3])

In [12]: s.loc[0.0] = 10

In [13]: s.loc[0.0]
TypeError: cannot do label indexing on <class 'pandas.indexes.range.RangeIndex'>
 with these indexers [0.0] of <type 'float'>

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