user10540
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Q:

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

xls = pd.ExcelFile('path_to_file.xls')
df1 = pd.read_excel(xls, 'Sheet1')
df2 = pd.read_excel(xls, 'Sheet2')
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import pandas as pd

df = pd.read_excel(excel_file_path, sheetname="sheet_name")
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stops.to_csv("data/stops.01end.csv", index=False)
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stops = read_excel_sheets("data/PIALog_through-20171231.xlsx")
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import pandas as pd

def read_excel_sheets(xls_path):
    """Read all sheets of an Excel workbook and return a single DataFrame"""
    print(f'Loading {xls_path} into pandas')
    xl = pd.ExcelFile(xls_path)
    df = pd.DataFrame()
    columns = None
    for idx, name in enumerate(xl.sheet_names):
        print(f'Reading sheet #{idx}: {name}')
        sheet = xl.parse(name)
        if idx == 0:
            # Save column names from the first sheet to match for append
            columns = sheet.columns
        sheet.columns = columns
        # Assume index of existing data frame when appended
        df = df.append(sheet, ignore_index=True)
    return df
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stops2 = read_excel_sheets("data/PIANorthCarolina_02152019.xlsx")
stops2.to_csv("data/stops.01end.csv", mode="a", header=False, index=False)
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