how to combine excel files in pandas code example
Example 1: python combine multiple excel files
import os
import pandas as pd
cwd = os.path.abspath('')
files = os.listdir(cwd)
## Method 1 gets the first sheet of a given file
df = pd.DataFrame()
for file in files:
if file.endswith('.xlsx'):
df = df.append(pd.read_excel(file), ignore_index=True)
df.head()
df.to_excel('total_sales.xlsx')
## Method 2 gets all sheets of a given file
df_total = pd.DataFrame()
for file in files: # loop through Excel files
if file.endswith('.xlsx'):
excel_file = pd.ExcelFile(file)
sheets = excel_file.sheet_names
for sheet in sheets: # loop through sheets inside an Excel file
df = excel_file.parse(sheet_name = sheet)
df_total = df_total.append(df)
df_total.to_excel('combined_file.xlsx')
Example 2: merge multiple excel workssheets into a single dataframe
df = pd.concat(pd.read_excel(workbook_url, sheet_name=None), ignore_index=True)