how to read multiple worksheet from a single workbook in column in python

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showing results for - "how to read multiple worksheet from a single workbook in column in python"
Mira
03 Nov 2016
1import pandas as pd
2
3def read_excel_sheets(xls_path):
4    """Read all sheets of an Excel workbook and return a single DataFrame"""
5    print(f'Loading {xls_path} into pandas')
6    xl = pd.ExcelFile(xls_path)
7    df = pd.DataFrame()
8    columns = None
9    for idx, name in enumerate(xl.sheet_names):
10        print(f'Reading sheet #{idx}: {name}')
11        sheet = xl.parse(name)
12        if idx == 0:
13            # Save column names from the first sheet to match for append
14            columns = sheet.columns
15        sheet.columns = columns
16        # Assume index of existing data frame when appended
17        df = df.append(sheet, ignore_index=True)
18    return df
19
Federico
25 Jan 2018
1xls = pd.ExcelFile('path_to_file.xls')
2df1 = pd.read_excel(xls, 'Sheet1')
3df2 = pd.read_excel(xls, 'Sheet2')
Hannah
20 Feb 2017
1import pandas as pd
2
3df = pd.read_excel(excel_file_path, sheetname="sheet_name")
4
Daniel
15 Jan 2016
1stops = read_excel_sheets("data/PIALog_through-20171231.xlsx")
2
Effie
16 Sep 2017
1stops2 = read_excel_sheets("data/PIANorthCarolina_02152019.xlsx")
2stops2.to_csv("data/stops.01end.csv", mode="a", header=False, index=False)
3
Elida
24 Jan 2020
1stops.to_csv("data/stops.01end.csv", index=False)
2
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