Data Wrangling with JavaScript (Paperback)
Ashley Davis
- 出版商: Manning
- 出版日期: 2019-03-29
- 定價: $1,750
- 售價: 9.5 折 $1,663
- 語言: 英文
- 頁數: 432
- 裝訂: Paperback
- ISBN: 1617294845
- ISBN-13: 9781617294846
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相關分類:
JavaScript
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相關翻譯:
JavaScript 數據整理 (Data Wrangling with JavaScript) (簡中版)
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商品描述
Data Wrangling with JavaScript is hands-on guide that will teach you how to create a JavaScript-based data processing pipeline, handle common and exotic data, and master practical troubleshooting strategies.
about the technology
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.
about the book
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.
what's inside
- Establishing a data pipeline
- Acquisition, storage, and retrieval
- Handling unusual data sets
- Cleaning and preparing raw data
- Interactive visualizations with D3
商品描述(中文翻譯)
《使用 JavaScript 進行資料整理》是一本實用指南，將教導您如何建立基於 JavaScript 的資料處理流程，處理常見和特殊的資料，並掌握實用的故障排除策略。
關於技術方面，為什麼不使用 JavaScript 進行資料分析呢？現代的函式庫和資料處理技術意味著您可以在 JavaScript 中收集、清理、處理、儲存、視覺化和呈現網路應用程式資料，同時享受單一語言流程和以資料為中心的 JavaScript 網路應用程式的效率。
關於本書， 《使用 JavaScript 進行資料整理》將 JavaScript 提升到資料分析的核心！通過這本實用指南，您將建立一個基於 JavaScript 的資料處理流程，處理常見和特殊的資料，並掌握實用的故障排除策略。您還將建立互動式視覺化並將應用程式部署到生產環境。每個有價值的章節都為您的可重複使用的資料整理工具包提供了一個新的組件。
本書的內容包括：
- 建立資料流程
- 資料獲取、儲存和檢索
- 處理不尋常的資料集
- 清理和準備原始資料
- 使用 D3 進行互動式視覺化
