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The Data Wrangling Workshop - Second Edition
book

The Data Wrangling Workshop - Second Edition

by Brian Lipp, Shubhadeep Roychowdhury, Dr. Tirthajyoti Sarkar, John Wesley Doyle, Harshil Jain, Robert Thas John, Akshay Khare, Nagendra Nagaraj, Samik Sen, Dr. Vlad Sebastian Ionescu
July 2020
Beginner to intermediate content levelBeginner to intermediate
576 pages
9h 12m
English
Packt Publishing
Content preview from The Data Wrangling Workshop - Second Edition

6. Learning the Hidden Secrets of Data Wrangling

Overview

In this chapter, you will learn about data problems that arise in business use cases and how to resolve them. This chapter will give you the skills needed to be able to clean and handle real-life messy data. By the end of this chapter, you will be able to prepare data for analysis by formatting it as required by downstream systems. You will also be able to identify and remove outliers from data.

Introduction

In this chapter, we will learn the secret behind creating a successful data wrangling pipeline. In the previous chapters, we were introduced to basic and advanced data structures and other building blocks of data wrangling, such as pandas and NumPy. In this chapter, we will ...

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Publisher Resources

ISBN: 9781839215001Supplemental Content