Skip to Main Content
The Data Analysis Workshop
book

The Data Analysis Workshop

by Gururajan Govindan, Shubhangi Hora, Konstantin Palagachev, Brent Broadnax, John Wesley Doyle, Ashish Jain, Robert Thas John, Ravi Ranjan Prasad Karn, Pritesh Tiwari
July 2020
Beginner to intermediate content levelBeginner to intermediate
626 pages
10h 2m
English
Packt Publishing
Content preview from The Data Analysis Workshop

9. Analysis of the Energy Consumed by Appliances

Overview

This chapter aims to display the application of general data analysis techniques to a specific use case—analyzing the energy consumed by household appliances. By the end of this chapter, you will be able to analyze individual features of the dataset to assess whether the data is skewed. You will also be equipped to perform feature engineering by creating new features from existing ones, and also to conduct Exploratory Data Analysis (EDA) and design informative visualizations.

Introduction

In the previous chapter, we took a look at the retail industry through the dataset of an online retail store based out of the UK. We applied a variety of techniques, such as breaking down the ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

The Data Science Workshop - Second Edition

The Data Science Workshop - Second Edition

Anthony So, Thomas Joseph, Robert Thas John, Andrew Worsley, Dr. Samuel Asare
The Data Wrangling Workshop - Second Edition

The Data Wrangling Workshop - Second Edition

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
The Data Visualization Workshop

The Data Visualization Workshop

Mario Döbler, Tim Großmann, Rohan Chikorde, Joshua Görner, Anshu Kumar, Piotr Malak, Ankit Verma
The Applied Data Science Workshop - Second Edition

The Applied Data Science Workshop - Second Edition

Alex Galea, Paul Van Branteghem, Guillermina Bea j, Shovon Sengupta, Karen Yang

Publisher Resources

ISBN: 9781839211386Supplemental Content