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  • Book Overview & Buying Geospatial Data Analytics on AWS
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Geospatial Data Analytics on AWS

Geospatial Data Analytics on AWS

By : Scott Bateman, Janahan Gnanachandran, Jeff DeMuth
4.9 (11)
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Geospatial Data Analytics on AWS

Geospatial Data Analytics on AWS

4.9 (11)
By: Scott Bateman, Janahan Gnanachandran, Jeff DeMuth

Overview of this book

Managing geospatial data and building location-based applications in the cloud can be a daunting task. This comprehensive guide helps you overcome this challenge by presenting the concept of working with geospatial data in the cloud in an easy-to-understand way, along with teaching you how to design and build data lake architecture in AWS for geospatial data. You’ll begin by exploring the use of AWS databases like Redshift and Aurora PostgreSQL for storing and analyzing geospatial data. Next, you’ll leverage services such as DynamoDB and Athena, which offer powerful built-in geospatial functions for indexing and querying geospatial data. The book is filled with practical examples to illustrate the benefits of managing geospatial data in the cloud. As you advance, you’ll discover how to analyze and visualize data using Python and R, and utilize QuickSight to share derived insights. The concluding chapters explore the integration of commonly used platforms like Open Data on AWS, OpenStreetMap, and ArcGIS with AWS to enable you to optimize efficiency and provide a supportive community for continuous learning. By the end of this book, you’ll have the necessary tools and expertise to build and manage your own geospatial data lake on AWS, along with the knowledge needed to tackle geospatial data management challenges and make the most of AWS services.
Table of Contents (23 chapters)
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1
Part 1: Introduction to the Geospatial Data Ecosystem
4
Part 2: Geospatial Data Lakes using Modern Data Architecture
10
Part 3: Analyzing and Visualizing Geospatial Data in AWS
16
Part 4: Accessing Open Source and Commercial Platforms and Services

Visualization layout

Connecting to your data and configuring the dataset is often a one-time activity, and you can modify and duplicate datasets as necessary to meet your reporting needs. Once you have prepared your data, create a new QuickSight analysis based on the data. The layout to design your visualizations is intuitive and has detailed documentation in the QuickSight user guide. You have the ability to set filters on your data and define parameters that allow your analysis to behave differently under different contexts. For example, you can specify date parameters to show current or historical data values. Actions, themes, and settings control the overall look and feel of the analysis and provide the capability to define what happens when the user interacts with the visualization.

 Figure 12.11: Creating a new analysis in Amazon QuickSight

Figure 12.11: Creating a new analysis in Amazon QuickSight

Features and controls

On the bottom left of the QuickSight layout, you will see the various visual types...

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Geospatial Data Analytics on AWS
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