Pandas Excel: Import three datasheets from a given excel data into a single dataframe and export the result into new Excel file
Pandas: Excel Exercise-25 with Solution
Write a Pandas program to import three datasheets from a given excel data (employee.xlsx ) into a single dataframe and export the result into new Excel file. Go to Excel data
Note: Structure of the three datasheets are same.
Sample Solution:
Python Code :
import pandas as pd
import numpy as np
df1 = pd.read_excel('E:\employee.xlsx',sheet_name=0)
df2 = pd.read_excel('E:\employee.xlsx',sheet_name=1)
df3 = pd.read_excel('E:\employee.xlsx',sheet_name=2)
df = pd.concat([df1, df2, df3])
df.to_excel('e:\output.xlsx', index=False)
Excel Data:
employee.xlsx:
Sheet-1
Sheet-2
Sheet-3
Have another way to solve this solution? Contribute your code (and comments) through Disqus.
What is the difficulty level of this exercise?
Test your Programming skills with w3resource's quiz.
Python: Tips of the Day
Split a String:
>>> sentence = 'this is, a python, tutorial, about, idioms.' >>> sentence.split(', ') ['this is', 'a python', 'tutorial', 'about', 'idioms.'] >>> sentence.split(', ', 2) ['this is', 'a python', 'tutorial, about, idioms.'] >>> sentence.rsplit(', ') ['this is', 'a python', 'tutorial', 'about', 'idioms.'] >>> sentence.rsplit(', ', 2) ['this is, a python, tutorial', 'about', 'idioms.']
- Exercises: Weekly Top 12 Most Popular Topics
- Pandas DataFrame: Exercises, Practice, Solution
- Conversion Tools
- JavaScript: HTML Form Validation
- SQL Exercises, Practice, Solution - SUBQUERIES
- C Programming Exercises, Practice, Solution : For Loop
- Python Exercises, Practice, Solution
- Python Data Type: List - Exercises, Practice, Solution
- C++ Basic: Exercises, Practice, Solution
- SQL Exercises, Practice, Solution - exercises on Employee Database
- SQL Exercises, Practice, Solution - exercises on Movie Database
- SQL Exercises, Practice, Solution - exercises on Soccer Database
- C Programming Exercises, Practice, Solution : Recursion