使用 JavaScript 进行数据分析？
声明：本页面是StackOverFlow热门问题的中英对照翻译，遵循CC BY-SA 4.0协议，如果您需要使用它，必须同样遵循CC BY-SA许可，注明原文地址和作者信息，同时你必须将它归于原作者（不是我）：StackOverFlow
原文地址: http://stackoverflow.com/questions/23451828/
Warning: these are provided under cc-by-sa 4.0 license. You are free to use/share it, But you must attribute it to the original authors (not me):
StackOverFlow
Data analysis with JavaScript?
提问by Carlos Cinelli
Today my data analysis routine would be something like the following: do the heavy work with either R, Julia or Python and then display it in the web with JavaScript (for example, using D3.js).
今天，我的数据分析例程类似于以下内容：使用 R、Julia 或 Python 完成繁重的工作，然后使用 JavaScript（例如，使用 D3.js）将其显示在网络中。
My initial focus with JS was mainly data visualization/interaction with the end product of the analysis, so I started studying it with this in mind. But I was wondering: are there JS libraries focused on data analysis (data manipulation with the notion of data frames, implementation of statistical models) so it would be feasible to do some of the heavy work directly in JavaScript?
我最初对 JS 的关注主要是数据可视化/与分析最终产品的交互，所以我开始研究它时考虑到这一点。但我想知道：是否有 JS 库专注于数据分析（数据操作与数据框架的概念，统计模型的实现），所以直接在 JavaScript 中完成一些繁重的工作是可行的吗？
回答by Mimo
I can list a number of projects that can help you in this process:
我可以列出一些可以帮助您完成此过程的项目：
d3js, which you already mentioned. It is not only limited to visualizing but also looking at the APIsection of the library, offers many manipulation methods.
DataSetoffers a good way to manipulate data.
TableTopis a library intended for parsing of CSV data
jStatis a library for statistical data analysis.
With a bit of googling I also found this interesting website, full of infos: https://jgoodall.me/2012/02/01/javascript-statistical-libraries
