Python: How to read excel files and skip title and information

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Python: How to read excel files and skip title and information



I am trying to read excel files in python, some of the files have information in the first few rows before the table. On of the columns of the tables is "cola". I would like to read the files where "cola" is found. Other files have the columns in the first row. When I run the following codes, it gives me an error: "Stopiteration". I don't know what I am doing wrong.


import pandas as pd
import os
import itertools as it
#import shutil

rootdir = r"C:\location"
for fname in os.listdir(rootdir):
file_path = os.path.join(rootdir,fname)
with open(file_path) as fp:
skip = next(it.ifilter(
lambda x: x[1].startswith('cola'),enumerate(fp)))[0]
if fname.endswith(".xlsx") or fname.endswith(".xls") or fname.endswith(".xlsm"):
print (os.path.join(rootdir,fname))
df = pd.read_excel(file_path, skiprows=skip)









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