Fast and Effective Exploratory Data Analysis (EDA) With Python and Pandas Profiling for Data Science

In this short Python EDA tutorial, we will cover the use of an excellent Python library called Pandas Profiling. This library helps us carry fast and automatic EDA on our dataset with minimal lines of code. Exploratory Data Analysis (EDA) is an important and essential part of the data science and machine learning workflow. It allows us to become familiar with our data by exploring it, from multiple angles, through statistics, data visualisations, and data summaries. This helps discover patterns in the data, spot outliers, and gain a solid understanding of the data we are working with. ⭐️ If you haven't already, make sure you subscribe to the channel: https://www.youtube.com/channel/UCn1O_4_ApzbYwrsUdRoMmOg?sub_confirmation=1 ▼ ---- SUPPORT THE CHANNEL ---- ▼ ☕️ BUY ME A COFFEE: https://www.buymeacoffee.com/andymcdonaldgeo ▼ ---- RECOMMENDED BOOKS ---- ▼ As an Amazon Associate I earn from qualifying purchases. By buying through any of the links below I will earn commission at no extra cost to you. PYTHON FOR DATA ANALYSIS: Data Wrangling with Pandas, NumPy, and IPython UK: https://amzn.to/3HNycJ9 US: https://amzn.to/3DL7qPv FUNDAMENTALS OF PETROPHYSICS UK: https://amzn.to/3l1PgSf PETROPHYSICS: Theory and Practice of Measuring Reservoir Rock and Fluid Transport Properties UK: https://amzn.to/30UNWZS US: https://amzn.to/3DNqBbd WELL LOGGING FOR EARTH SCIENTISTS UK: https://amzn.to/3FHsbfn US: https://amzn.to/3CILAuE GEOLOGICAL INTERPRETATION OF WELL LOGS UK: https://amzn.to/3l2v2HV US: https://amzn.to/30UOTkU ▼ ---- SOCIAL CHANNELS ---- ▼ Thanks for watching, if you want to connect you can find me at the links below: https://andymcdonaldgeo.medium.com/ https://twitter.com/geoandymcd https://www.linkedin.com/in/andymcdonaldgeo/ https://www.andymcdonald.scot/ Be sure to sign up for my newsletter to be kept updated when I post and share new content on YouTube and Medium. https://www.getrevue.co/profile/andymcdonald #datascience #petrophysics #python #geoscience #eda