Exploratory Data Analysis on Covid-19 Dataset | Data Profiling & Visualization

👩🏻‍💻 My laptop and iPad for doing DS/ study 👉 https://kit.co/thuvu/computer-ipad ⚙️ Tech I use for making Youtube videos 👉 https://kit.co/thuvu/my-budget-youtube-gear 🔍Check out my other videos on Data Analyst/ Data Science 👉 https://bit.ly/3qW9YpU Hi there! Hope you're well and welcome back to my channel! In today's video, we're exploring a real-life dataset on Covid 19 from Kaggle. In this video, we're covering some theories on EDA, performing data profiling, exploring categorical and numerical variables. Check out the timestamp below. Hope you enjoy it! 🤗 🔗Github repo to data and code used in this tutorial: https://github.com/thu-vu92/explore-covid19-ep2 👩🏻‍💻 COURSES & RESOURCES ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 📖 Google Advanced Data Analytics Certificate 👉 https://imp.i384100.net/anK9zZ 📖 Google Data Analytics Certificate 👉 https://imp.i384100.net/15v9y6 📖 Learn SQL Basics for Data Science Specialization 👉 https://imp.i384100.net/AovPnJ 📖 Excel Skills for Business 👉 https://coursera.pxf.io/doPaoy 📖 Machine Learning Specialization 👉 https://imp.i384100.net/RyjykN 📖 Data Visualization with Tableau Specialization 👉https://imp.i384100.net/n15XWR 📖 Deep Learning Specialization 👉 https://imp.i384100.net/zavBA0 📖 Mathematics for Machine Learning and Data Science Specialization 👉 https://imp.i384100.net/LXK0gj 📖 Applied Data Science with Python 👉 https://imp.i384100.net/gbxOqv 🙋🏻‍♀️ LET'S CONNECT! ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🤓 Join my Discord server: https://discord.gg/SK7ZC5XhcS 📩 Newsletter: https://thu-vu.ck.page/profile ✍ Medium: https://medium.com/@vuthihienthu.ueb As a member of the Amazon and Coursera Affiliate Programs, I earn a commission from qualifying purchases on the links above. By using the links you help support this channel at no cost for you. 🔑 TIMESTAMPS ================================ 0:00 - Intro 0:19 - 1) Loading and viewing data 2:12 - 2) EDA fundamentals - univariate vs. multivariate analyses 3:12 - 3) Basic data profiling 5:29 - 4) Exploring categorical variables 6:36 - 5) Profiling numerical variables (graphically) 7:47 - 6) Profiling numerical variables (non-graphically) 9:55 - 7) Narrow down analysis - Netherlands vaccinations 15:42 - 8) Outro & next steps #ThuVu #Datanerd #DataAnalysis #CoffeeData #DataScience #dataanalytics