I have am having trouble with a for loop. I dont know what happened, this used to work, but now it tells me "No objects to concatenate".
I want to accomplish two things. I want to loop through all excel files in a folder. For each excel file I want to remove 2 lines of header data (which the code below already does).
Then I want to save each edited file with its original file name in a new folder. But also, save a new file where all the data from each edited file is appended together.
I thought I had the append correct but for some reason it is not working anymore.
import os
import pandas as pd
import numpy as np
from pandas import Series, DataFrame
appended_data = []
path = 'C:TestTestRawFile'
for fn in os.listdir(path):
if os.path.isfile(fn):
# Import the excel file and call it xlsx_file
xlsx_file = pd.ExcelFile(fn)
# View the excel files sheet names
xlsx_file.sheet_names
# Load the xlsx files Data sheet as a dataframe
df = xlsx_file.parse('Sheet1',header= None)
df_NoHeader = df[2:]
data = df_NoHeader
appended_data.append(data)
appended_data = pd.concat(appended_data)
Here is the error I currently get.
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-46-962ccf280c0b> in <module>()
11 data = df_NoHeader
12 appended_data.append(data)
---> 13 appended_data = pd.concat(appended_data)
C:Anaconda2libsite-packagespandastoolsmerge.pyc in concat(objs, axis, join, join_axes, ignore_index, keys, levels, names, verify_integrity, copy)
832 keys=keys, levels=levels, names=names,
833 verify_integrity=verify_integrity,
--> 834 copy=copy)
835 return op.get_result()
836
C:Anaconda2libsite-packagespandastoolsmerge.pyc in __init__(self, objs, axis, join, join_axes, keys, levels, names, ignore_index, verify_integrity, copy)
865
866 if len(objs) == 0:
--> 867 raise ValueError('No objects to concatenate')
868
869 if keys is None:
ValueError: No objects to concatenate
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