How to convert a single column Pandas DataFrame into Series

s = df.squeeze()
>>> s
gene
foo    4
bar    3
Name: score, dtype: float64

To get it back to a dataframe:

>>> s.to_frame()
      score
gene       
foo       4
bar       3

Try swapping the indices in the brackets:

df.iloc[:,0]

This should work.