Data Analysis with JavaScript

Pubblicato il: 17 agosto 2021
sul canale di: JCharisTech

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In this tutorial we will be exploring data analysis in Javascripts using DataForge.js.

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⏲️===TimeStamps===⏲️
0:01 Intro & Libraries for Datascience in JS
01:45 Setting up and Installation Nodejs & Pkg
03:05 npm install data-forge & npm init
05:50 import packages
06:40 Creating DataFrame
10:15 Displaying DataFrame as Array,JSON,Pairs
13:25 Reading CSV Files
15:45 Displaying DF as Pretty Format
16:20 Head
17:00 Tail
17:37 Check DataTypes
19:10 Check Summary/Describe
20:20 Get Columns
21:00 Rename Column Names
22:40 Selection of Rows
25:20 Selection of Columns
28:20 Selection of Multiple Columns
29:25 Delete Columns
32:10 Filtering and Conditions
34:20 Modifying and Transforming Columns
41:00 Groupby
42:10 Recap

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