Ordered Numerical Data

Introduction

When handling numerical features, one of the intuitive things we’ll do is to get a sense of the ordered sequence of the numbers. Beyond the basic sort_values() and sort_index() that we’re already familiar with, we can retrieve information from sorted arrays with the methods of nlargest(), nsmallest(), and rank(). We’ll use a subset of the credit card dataset to illustrate these pandas methods.