Turn Your Excel Worksheet Into An Exploratory Data Analysis Report In Just 3 Lines Of Python Code ๐ฅ
๐ Explore All My Excel Solutions: https://pythonandvba.com/solutions
๐๐๐ฆ๐๐ฅ๐๐ฃ๐ง๐๐ข๐ก
โโโโโโโโโโโโโโโโโโโโโโโโโโ
In this tutorial, I will show you, how you can turn your Excel Worksheet into an interactive Exploratory Data Analysis Report in just 3 lines of code.
We can achieve this by using the python library โPandas Profilingโ. This very useful library will help you to speed up your data analysis.
โ
Chapters:
0:00 Demo
0:45 Introduction
2:19 Python Code
7:24 Outro
_____________________________________________________________________
๐ SOURCE CODE:
import pandas as pd # pip install pandas openpyxl
from pandas_profiling import ProfileReport # pip install pandas-profiling
# LINK TO DATASET:
# https://www.kaggle.com/dansbec....ker/melbourne-housin
# Pandas-Profiling GitHub Link:
# https://github.com/pandas-prof....iling/pandas-profili
# Read CSV File
df = pd.read_csv('melb_data.csv')
# Read Excel File
# df = pd.read_excel('YOURFILENAME.xlsx', sheet_name='Sheet1')
# Create Pandas Profiling Report
profile = ProfileReport(df, title="Pandas Profiling Report")
profile.to_file('EDA_Houseprice_Analysis.html')
_____________________________________________________________________
Files of the tutorial [Google Drive]:
๐ https://bit.ly/2UvgsLw
Pandas Profiling GitHub Page:
๐ https://github.com/pandas-prof....iling/pandas-profili
๐ง๐ข๐ข๐๐ฆ ๐๐ก๐ ๐ฅ๐๐ฆ๐ข๐จ๐ฅ๐๐๐ฆ
โโโโโโโโโโโโโโโโโโโโโโโโโโ
๐ใ๐๐ฅ๐๐ใExcel Add-in (๐ ๐๐ง๐ผ๐ผ๐น๐๐ฒ๐น๐): https://pythonandvba.com/mytoolbelt
๐ Dashboard Excel Add-In (๐๐ฟ๐ฎ๐ณ๐น๐): https://pythonandvba.com/grafly
๐จ Cartoon Charts Excel Add-In (๐๐๐๐ฒ๐ฃ๐น๐ผ๐๐): https://pythonandvba.com/cuteplots
๐คช Fun Emoji Excel Add-In (๐๐บ๐ผ๐ท๐ถ๐ณ๐): https://pythonandvba.com/emojify
๐ Excel Templates: https://pythonandvba.com/go/excel-templates
๐ My Courses: https://pythonandvba.com/go/courses
๐ Books, Tools, and More: https://pythonandvba.com/resources
๐๐ข๐ก๐ก๐๐๐ง ๐ช๐๐ง๐ ๐ ๐
โโโโโโโโโโโโโโโโโโโโโโโโโโ
๐ LinkedIn: https://www.linkedin.com/in/sven-bosau/
๐ธ Instagram: https://instagram.com/codingisfun_official
๐ป GitHub: https://github.com/Sven-Bo
๐ฌ Discord: https://pythonandvba.com/discord
๐ฌ Contact: https://pythonandvba.com/contact
โ ๐๐๐ ๐บ๐ฒ ๐ฎ ๐ฐ๐ผ๐ณ๐ณ๐ฒ๐ฒ?
If you want to support this channel, you can buy me a coffee here: https://pythonandvba.com/coffee-donation