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Data Visualization with Python and JavaScript 2e Scrape, Clean, Explore, and Transform Your Data by Kyran Dale is a nonfiction available to read on EtoBox.

What is Data Visualization with Python and JavaScript 2e Scrape, Clean, Explore, and Transform Your Data about?

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 Pyt

Who reads Data Visualization with Python and JavaScript 2e Scrape, Clean, Explore, and Transform Your Data?

Author

Kyran Dale

Publisher

O'Reilly Media, Incorporated

Published

2023

Language

EN

ISBN

9781098111878

Category

nonfiction

Subjects

Language Learning, Computer Science, Science

Rating

3 / 5 (1 ratings)

Updated

2026-03-24