EDA for Beginners

  What is EDA? EDA stands for Exploratory Data Analysis.  In Statistics ,  exploratory data analysis  is an approach of analysing data sets  to summarize their main characteristics, often using statistical  graphics  and other data visualization  methods. Need of EDA There are numerous applications of EDA. But the basic and by far the most important need of EDA is to analyse, visualise and clean data and build models out of it. Intuition Imagine your wolf pack decides to watch a movie you haven’t hear d  of. There is absolutely no debate about that, it will lead to a state where you find yourself puzzled with lot of questions which needs to be answered in order to make a decision. Being a good chieftain the first question you would ask, what is the cast and crew of the movie?As a regular practice, you would also watch the trailer of the movie on YouTube. Furthermore, you’d find out ratings and reviews the movie has received from the audi...