EDA Techniques

We had a look over the basics of EDA in our previous article EDA - Exploratory Data Analysis. So now let's move ahead and look at how we can automate the process and the various APIs used for the same.

We will be focusing on the 7 major libraries that can be used for the same. These are our personal favourites & we prefer to use them most of the time. 

We will look into the libraries' & will cover the install, load, and analyse parts for each separately. 

1. D-tale
2. Pandas - Profiling
3. Lux
4. Sweetviz
5. Autoviz
6. ExploriPy
7. Dora