- 432 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Data Wrangling with JavaScript
About this book
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.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. 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 is a software developer, entrepreneur, author, and the creator of Data-Forge and Data-Forge Notebook, software for data transformation, analysis, and visualization in JavaScript. 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
Trusted by 375,005 students
Access to over 1 million titles for a fair monthly price.
Study more efficiently using our study tools.
Information
Table of contents
- Cover
- Titlepage
- Copyright
- preface
- acknowledgments
- about this book
- about the author
- about the cover illustration
- Chapter 1: Getting started: establishing your data pipeline
- Chapter 2: Getting started with Node.js
- Chapter 3: Acquisition, storage, and retrieval
- Chapter 4: Working with unusual data
- Chapter 5: Exploratory coding
- Chapter 6: Clean and prepare
- Chapter 7: Dealing with huge data files
- Chapter 8: Working with a mountain of data
- Chapter 9: Practical data analysis
- Chapter 10: Browser-based visualization
- Chapter 11: Server-side visualization
- Chapter 12: Live data
- Chapter 13: Advanced visualization with D3
- Chapter 14: Getting to production
- appendix a: JavaScript cheat sheet
- appendix b: Data-Forge cheat sheet
- appendix c: Getting started with Vagrant
- Index
- List of Figures
Frequently asked questions
- Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
- Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app