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Showing content from https://github.com/pandas-dev/pandas/issues/7814 below:

at allowing fallback type indexing (which is not correct, its a restricted version of loc) · Issue #7814 · pandas-dev/pandas · GitHub

In [19]: s = pd.Series([1,2,3], index=list('abc'))

In [20]: s.at['a']
Out[20]: 1

In [23]: s.at[0]
Out[23]: 1

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