Attached is a great practical exercise I completed that shows you how to perform basic I/O utilizing Pandas, and data visualization utilizing Matplotlib and Seaborn. Along with seeing how to load the data, you can see some great basic functions of utilizing Pandas for data cleansing such as adding columns or groupby’s. Several basic lambda functions are also shown, which can be a bit mind bending at first for those who haven’t dealt with them before.