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Turn Your Excel Worksheet Into An Exploratory Data Analysis Report In Just 3 Lines Of Python Code ๐Ÿ”ฅ

0 Visningerยท 09/15/24
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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 โ€œPandas Profilingโ€. This very useful library will help you to speed up your data analysis.

โœ… Chapters:
0:00 Demo
0:45 Introduction
2:19 Python Code
7:24 Outro

_____________________________________________________________________
๐Ÿ“ 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]:
๐Ÿ‘‰ https://bit.ly/2UvgsLw

Pandas Profiling GitHub Page:
๐Ÿ‘‰ https://github.com/pandas-prof....iling/pandas-profili

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