Summary
Data Wrangling with JavaScript
is hands-on guide that will teach you how to create a JavaScript-based data
processing pipeline, handle common and exotic data, and master practical
troubleshooting strategies.
About the Technology
Why not handle your data analysis in JavaScript? Modern libraries and data
handling techniques mean you can collect, clean, process, store, visualize,
and present web application data while enjoying the efficiency of a single-
language pipeline and data-centric web applications that stay in JavaScript
end to end.
About the Book
Data Wrangling with JavaScript
promotes JavaScript to the center of the data analysis stage! With this hands-
on guide, you'll create a JavaScript-based data processing pipeline, handle
common and exotic data, and master practical troubleshooting strategies.
You'll also build interactive visualizations and deploy your apps to
production. Each valuable chapter provides a new component for your reusable
data wrangling toolkit.
What's inside
Establishing a data pipeline
Acquisition, storage, and retrieval
Handling unusual data sets
Cleaning and preparing raw dataInteractive visualizations with D3
About the Reader
Written for intermediate JavaScript developers. No data analysis experience
required.
About the Author
Ashley Davis
Table of Contents
Getting started: establishing your data pipeline
Getting started with Node.js
Acquisition, storage, and retrieval
Working with unusual data
Exploratory coding
Clean and prepare
Dealing with huge data files
Working with a mountain of data
Practical data analysis
Browser-based visualization
Server-side visualization
Live data
Advanced visualization with D3
Getting to production
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