I am working with a Dataframe that has five sheets and I want to use four of them. So I can load it in:
df = pd.read_excel('***.xls', sheet_name=['a', 'b', 'c', 'd'])
But now I would like to add a column that says what sheet each row was in, and I am not sure how to do this. I tried something like this
for name, frame in df.items():
frame['Sheet'] = name
df = df.append(frame, ignore_index=True)
but I was getting the following error:
AttributeError: 'collections.OrderedDict' object has no attribute 'append'
Any help would be greatly appreciated. Thank you in advance!
Let's say this is what my data looks like after I concat the sheets:
df = pd.concat(pd.read_excel(***.xls, sheet_name=['a', 'b', 'c', 'd'],
header=1), ignore_index=True, sort=False)
My goal is to add a column that says what sheet each row was from, like so...
Concat data with sheet name row
Hopefully that helps you understand what I am trying to go for.
(Edit) I would also like to know how to do this if I wanted to use all the sheets in a dataframe, but didn't want to list the individual names of each sheet. Thanks!