4. Tackling Company Bankruptcy
Overview
In this chapter, we will be looking at a Polish company's bankruptcy data to try and understand the main reasons behind bankruptcy and whether it could be possible to identify early warning signs. By the end of this chapter, you will be able to perform exploratory data analysis using pandas profiling. You will also be able to apply missing value treatments with two different types of imputers and successfully handle imbalances in the data.
Introduction
In the previous chapter, we analyzed the data derived from the direct marketing campaign of a Portuguese bank using techniques such as hypothesis testing and clustering to be able to identify the impact it had on acquiring new customers for the bank. ...
Get The Data Analysis Workshop now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
