Data visualization with Python and JavaScript scrape, clean, explore & transform your data
Learn how to turn raw data into rich, interactive web visualizations with the powerful combination of Python and JavaScript. With this hands-on guide, author Kyran Dale teaches you how build a basic dataviz toolchain with best-of-breed Python and JavaScript libraries--including Scrapy, Matplotlib, P...
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| Format: | eBook |
| Language: | English |
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Sebastopol, CA
O'Reilly Media
2016
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| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | Learn how to turn raw data into rich, interactive web visualizations with the powerful combination of Python and JavaScript. With this hands-on guide, author Kyran Dale teaches you how build a basic dataviz toolchain with best-of-breed Python and JavaScript libraries--including Scrapy, Matplotlib, Pandas, Flask, and D3--for crafting engaging, browser-based visualizations. As a working example, throughout the book Dale walks you through transforming Wikipedia's table-based list of Nobel Prize winners into an interactive visualization. You'll examine steps along the entire toolchain, from scraping, cleaning, exploring, and delivering data to building the visualization with JavaScript's D3 library. If you're ready to create your own web-based data visualizations--and know either Python or JavaScript-- this is the book for you |
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| Item Description: | Includes index |
| Physical Description: | 1 volume illustrations |
| ISBN: | 9781491920541 1491920513 9781491920534 1491920548 149192053X |