Packt+ | Advance your knowledge in tech

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Free Learning

Spatial Analytics with ArcGIS

You're reading from Spatial Analytics with ArcGIS Build powerful insights with spatial analytics

Product type Paperback

Published in Apr 2017

Publisher Packt

ISBN-13 9781787122581

Length 290 pages

Edition 1st Edition

Languages

Python

Tools

ArcGIS

Concepts

Geospatial Analysis

Author (1):

Eric Pimpler

View More author details

Table of Contents (11) Chapters

Preface

1. Introduction to Spatial Statistics in ArcGIS and R FREE CHAPTER

2. Measuring Geographic Distributions with ArcGIS Tools

3. Analyzing Patterns with ArcGIS Tools

4. Mapping Clusters with ArcGIS Tools

5. Modeling Spatial Relationships with ArcGIS Tools

6. Working with the Utilities Toolset

7. Introduction to the R Programming Language

8. Creating Custom ArcGIS Tools with ArcGIS Bridge and R

9. Application of Spatial Statistics to Crime Analysis

10. Application of Spatial Statistics to Real Estate Analysis

Finding outliers in real estate sales activity using the Cluster and Outlier Analysis tool

The next tool we'll examine is the Cluster and Outlier Analysis tool. This tool, in addition to performing hot spot analysis, identifies outliers in your data. Outliers are extremely relevant to many types of analysis. The tool starts by separating features and neighborhoods from the study area. Each feature is examined against every other feature to see if it is significantly different from the other features. Likewise, each neighborhood is examined in relationship to all other neighborhoods to see if it is statistically different than other neighborhoods. In this exercise, you'll learn how to use the Cluster and Outlier Analysis tool to find outliers (hot spots located in areas of cold spots and cold spots located in areas of hot spots).

Preparation

Let's get prepared before using the Cluster and Outlier Analysis tool for finding outliers in real estates sales activity by performing the following steps...

The rest of the chapter is locked

Register for a free Packt account to unlock a world of extra content!

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at $19.99/month. Cancel anytime

Authors (1)

Eric Pimpler

Eric Pimpler

Eric Pimpler is the founder and owner of GeoSpatial Training Services and has over 20 years of experience in implementing and teaching GIS solutions using Esri, Google Earth/Maps, and open source technology. Currently, he focuses on ArcGIS scripting with Python and the development of custom ArcGIS Server web and mobile applications using JavaScript. He is the author of Programming ArcGIS 10.1 with Python Cookbook. Eric has a bachelor's degree in geography from Texas A&M University and a master's degree in applied geography with a specification in GIS from Texas State University.

See other products by Eric Pimpler

Other recommended products

Related to this chapter

ArcGIS Pro 2.x Cookbook

ArcGIS Pro 2.x Cookbook

ArcGIS Pro makes use of the modern ribbon interface and 64-bit processing to increase the speed and efficiency of using GIS. If you want to gain a thorough understanding of the various data formats that can be used in ArcGIS Pro and shared via ArcGIS Online, then this book is for you.

Feb 2018 23h 28m

ArcGIS Pro 2.x Cookbook

ArcGIS Pro 2.x Cookbook

ArcGIS Pro makes use of the modern ribbon interface and 64-bit processing to increase the speed and efficiency of using GIS. If you want to gain a thorough understanding of the various data formats that can be used in ArcGIS Pro and shared via ArcGIS Online, then this book is for you.

Feb 2018 23h 28m

ArcGIS Pro 2.x Cookbook

ArcGIS Pro 2.x Cookbook

ArcGIS Pro makes use of the modern ribbon interface and 64-bit processing to increase the speed and efficiency of using GIS. If you want to gain a thorough understanding of the various data formats that can be used in ArcGIS Pro and shared via ArcGIS Online, then this book is for you.

Feb 2018 23h 28m

Building Web and Mobile ArcGIS Server Applications with JavaScript

Building Web and Mobile ArcGIS Server Applications with JavaScript

ArcGIS Server is the leading software for developing both web and mobile GIS applications. The ArcGIS API for JavaScript is the preferred way of developing your custom applications for ArcGIS Server since it can be used for both web and mobile application development. It's easy to use and doesn't require the use of a browser plugin. This practical guide provides you with hands-on experience in developing custom web and mobile ArcGIS Server applications with step-by-step style exercises.

Oct 2017 10h 48m

Hands-On Geospatial Analysis with R and QGIS

Hands-On Geospatial Analysis with R and QGIS

Managing spatial data has always been challenging and it's getting more complex as the size of data increases. This book is your companion to understand, manage, and analyze spatial data effectively using R and QGIS. You'll learn to use different statistical analyses with spatial data and automate spatial tasks. You'll also learn to classify remote sensing data and use a machine learning approach to map landslide susceptibility.

Nov 2018 11h 48m

Hands-On Geospatial Analysis with R and QGIS

Hands-On Geospatial Analysis with R and QGIS

Managing spatial data has always been challenging and it's getting more complex as the size of data increases. This book is your companion to understand, manage, and analyze spatial data effectively using R and QGIS. You'll learn to use different statistical analyses with spatial data and automate spatial tasks. You'll also learn to classify remote sensing data and use a machine learning approach to map landslide susceptibility.

Nov 2018 11h 48m

Hands-On Geospatial Analysis with R and QGIS

Hands-On Geospatial Analysis with R and QGIS

Managing spatial data has always been challenging and it's getting more complex as the size of data increases. This book is your companion to understand, manage, and analyze spatial data effectively using R and QGIS. You'll learn to use different statistical analyses with spatial data and automate spatial tasks. You'll also learn to classify remote sensing data and use a machine learning approach to map landslide susceptibility.

Nov 2018 11h 48m

QGIS Quick Start Guide

QGIS Quick Start Guide

QGIS is a user friendly, open source geographic information system (GIS). The popularity of open source GIS and QGIS, in particular, has been growing rapidly over the last few years. This book is designed to help beginners learn about all the tools required to use QGIS 3.4.

Jan 2019 5h 28m

QGIS Quick Start Guide

QGIS Quick Start Guide

QGIS is a user friendly, open source geographic information system (GIS). The popularity of open source GIS and QGIS, in particular, has been growing rapidly over the last few years. This book is designed to help beginners learn about all the tools required to use QGIS 3.4.

Jan 2019 5h 28m

Learning ArcGIS Pro 2

Learning ArcGIS Pro 2

Learning ArcGIS Pro teaches readers how to successfully use this new powerful desktop GIS application to create maps, perform spatial analysis, and maintain data. Filled with hands-on exercises based on real-world use cases, this book will show you how to use ArcGIS Pro to visualize, analyze and maintain GIS data.

Jul 2020 18h 4m

Learning ArcGIS Pro 2

Learning ArcGIS Pro 2

Learning ArcGIS Pro teaches readers how to successfully use this new powerful desktop GIS application to create maps, perform spatial analysis, and maintain data. Filled with hands-on exercises based on real-world use cases, this book will show you how to use ArcGIS Pro to visualize, analyze and maintain GIS data.

Jul 2020 18h 4m

Learning ArcGIS Pro 2

Learning ArcGIS Pro 2

Learning ArcGIS Pro teaches readers how to successfully use this new powerful desktop GIS application to create maps, perform spatial analysis, and maintain data. Filled with hands-on exercises based on real-world use cases, this book will show you how to use ArcGIS Pro to visualize, analyze and maintain GIS data.

Jul 2020 18h 4m

Personalised recommendations for you

Based on your interests and search pattern

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Mastering Python Design Patterns

Mastering Python Design Patterns

Unlock the power of design patterns to build maintainable and scalable software and applications using Python. Authored by Python veterans, this book is your guide to mastering design patterns in Python.

May 2024 9h 52m

Mastering Python Design Patterns

Mastering Python Design Patterns

Unlock the power of design patterns to build maintainable and scalable software and applications using Python. Authored by Python veterans, this book is your guide to mastering design patterns in Python.

May 2024 9h 52m