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Data wrangling with JavaScript /

紀錄類型:	書目-語言資料,印刷品 : 單行本
正題名/作者:	Data wrangling with JavaScript // Ashley Davis.
作者:	Davis, Ashley.
出版者:	Shelter Island, New York :Manning Publications Co.,c2019.
面頁冊數:	xxv, 402 p. :ill. ;24 cm.
附註:	Includes index.
標題:	JavaScript (Computer program language) -
ISBN:	9781617294846 (pbk.) :
ISBN:	1617294845 (pbk.)

Data wrangling with JavaScript /
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245 1 0 $a Data wrangling with JavaScript / $c Ashley Davis.
260 # $a Shelter Island, New York : $b Manning Publications Co., $c c2019.
300 $a xxv, 402 p. : $b ill. ; $c 24 cm.
500 $a Includes index.
505 0 # $a 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 -- Service-side visualization -- Live data -- Advanced visualization with D3 -- Getting to production.
520 # $a 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. "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.
650 # 0 $a JavaScript (Computer program language) $3 155314
650 # 0 $a Data mining $x Computer programs. $3 1000128500
650 # 0 $a Electronic data processing $x Data preparation. $3 158658