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Data Wrangler

by AlexLamson ALL

Make quick and dirty data mining made easier in Sublime Text

Details

Installs

  • Total 288
  • Win 190
  • Mac 70
  • Linux 28
Dec 5 Dec 4 Dec 3 Dec 2 Dec 1 Nov 30 Nov 29 Nov 28 Nov 27 Nov 26 Nov 25 Nov 24 Nov 23 Nov 22 Nov 21 Nov 20 Nov 19 Nov 18 Nov 17 Nov 16 Nov 15 Nov 14 Nov 13 Nov 12 Nov 11 Nov 10 Nov 9 Nov 8 Nov 7 Nov 6 Nov 5 Nov 4 Nov 3 Nov 2 Nov 1 Oct 31 Oct 30 Oct 29 Oct 28 Oct 27 Oct 26 Oct 25 Oct 24 Oct 23 Oct 22
Windows 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Mac 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
Linux 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0

Readme

Source
raw.​githubusercontent.​com

DataWrangler - Sublime Plugin

Clean and analyze text data more easily

"Screenshot" I used this to capture the screen

Motivation

While cleaning data from a large survey, I wanted to ask questions about the data so I could clean it better. For example, many people would type what city they were from, but some would misspell it. By looking at the most common responses, I could quickly find the mispelled words and fix them.

Installation

Install via Package Control by searching for DataWrangler.

If you don't have Package Control, you can install it here.

Usage

To run a command, open the command palette (ctrl+shift+P on Windows) and type the name of the function you want.

If a command expects data to be formatted in rows and columns of data, tabs are the preferred separator (it also tries to be clever if you are using another separator, ex. commas). This was chosen because it makes it very compatible with copy-pasting from Google Sheets and Excel spreadsheets.

Commands

All commands are non-destructive, and the results will appear in a new tab.

  • Line/word frequency
  • Flatten a list of lists
  • Vertically align all columns
  • Delete each column that contains a cursor