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Data Visualization with Python and JavaScript: Scrape, Clean, Explore, and Transform Your Data Paperback - 2023

Name: Data Visualization with Python and JavaScript 2e: Scrape, Clean, Explore, and Transform Your Data
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Author: Kyran Dale
ISBN: 9781098111878

by Kyran Dale

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From the publisher

How do you turn raw, unprocessed, or malformed data into dynamic, interactive web visualizations? In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and JavaScript developers--how to create the ideal toolchain for the job. By providing engaging examples and stressing hard-earned best practices, this guide teaches you how to leverage the power of best-of-breed Python and JavaScript libraries.

Python provides accessible, powerful, and mature libraries for scraping, cleaning, and processing data. And while JavaScript is the best language when it comes to programming web visualizations, its data processing abilities can't compare with Python's. Together, these two languages are a perfect complement for creating a modern web-visualization toolchain. This book gets you started.

You'll learn how to:

Obtain data you need programmatically, using scraping tools or web APIs: Requests, Scrapy, Beautiful Soup
Clean and process data using Python's heavyweight data processing libraries within the NumPy ecosystem: Jupyter notebooks with pandas+Matplotlib+Seaborn
Deliver the data to a browser with static files or by using Flask, the lightweight Python server, and a RESTful API
Pick up enough web development skills (HTML, CSS, JS) to get your visualized data on the web
Use the data you've mined and refined to create web charts and visualizations with Plotly, D3, Leaflet, and other libraries

Details

Title Data Visualization with Python and JavaScript: Scrape, Clean, Explore, and Transform Your Data
Author Kyran Dale
Binding Paperback
Pages 566
Volumes 1
Language ENG
Publisher O'Reilly Media
Publication date 2023-01-17
Features Index
ISBN 9781098111878 / 1098111877
Weight 1.98 lbs (0.90 kg)
Dimensions 9.1 x 6.9 x 1.2 in (23.11 x 17.53 x 3.05 cm)
Category Computers - Data Base Management
Library of Congress subjects Python (Computer program language), JavaScript (Computer program language)
Dewey Decimal Code 001.422

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Data Visualization with Python and JavaScript 2e: Scrape, Clean, Explore, and Transform Your Data

by Kyran Dale

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Paperback / softback. New. In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and JavaScript developers--how to create the ideal toolchain for the job. By providing engaging examples and stressing hard-earned best practices, this guide teaches you how to leverage the power of best-of-breed Python and JavaScript libraries.

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Item price

A$80.76

A$19.00 Delivery to USA

Data Visualization with Python and JavaScript 2e

by Kyran Dale

New
Paperback

Condition: New
Binding: Paperback
ISBN 10 / ISBN 13: 9781098111878 / 1098111877
Quantity available: 2
Seller: Ria Christie Collections
Item price: A$85.29

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Paperback / softback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and JavaScript developers--how to create the ideal toolchain for the job. By providing engaging examples and stressing hard-earned best prac