Data Visualization on the Web with Python and Javascript: Scrape, Clean & Transform Your Data, 2nd Edition (Early Release)КНИГИ » ПРОГРАММИНГ
Название: Data Visualization on the Web with Python and javascript: Scrape, Clean & Transform Your Data, 2nd Edition (Early Release) Автор: Kyran Dale Издательство: O’Reilly Media, Inc. Год: 2021-09-29 Страниц: Язык: английский Формат: epub Размер: 10.1 MB
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.
Python’s Matplotlib and its family of extensions (such as the statistically focused Seaborn) form a mature and very customizable plotting ecosystem. Matplotlib plots can be used interactively by IPython (the Qt and Notebook versions), providing a very powerful and intuitive way of finding interesting nuggets in your data.
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
Скачать Data Visualization on the Web with Python and javascript: Scrape, Clean & Transform Your Data, 2nd Edition (Early Release)
Web Scraping with Python, 2nd Edition Название: Web Scraping with Python, 2nd Edition Автор: Ryan Mitchell Издательство: O'Reilly Media Год: 2018 Страниц: 284 Формат: True PDF, EPUB...
Data Visualization with Python and JavaScript Название: Data Visualization with Python and javascript (Early Release) Автор: Kyran Dale Издательство: O'Reilly Media Год: 2016 Формат: PDF...
Информация
Посетители, находящиеся в группе Гости, не могут оставлять комментарии к данной публикации.
Навигация
Вход на сайт
Реклама
Data Visualization on the Web with Python and Javascript: Scrape, Clean & Transform Your Data, 2nd Edition (Early Release) 
Название: Data Visualization on the Web with Python and javascript: Scrape, Clean & Transform Your Data, 2nd Edition (Early Release)
