Linked by Thom Holwerda on Mon 3rd Dec 2012 22:51 UTC
General Unix "Few tools are more indispensable to my work than Unix. Manipulating data into different formats, performing transformations, and conducting exploratory data analysis (EDA) is the lingua franca of data science.1 The coffers of Unix hold many simple tools, which by themselves are powerful, but when chained together facilitate complex data manipulations. Unix's use of functional composition eliminates much of the tedious boilerplate of I/0 and text parsing found in scripting languages. This design creates a simple and succinct interface for manipulating data and a foundation upon which custom tools can be built. Although languages like R and Python are invaluable for data analysis, I find Unix to be superior in many scenarios for quick and simple data cleaning, idea prototyping, and understanding data. This post is about how I use Unix for EDA."
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RE[4]: But ....
by moondevil on Tue 4th Dec 2012 12:34 UTC in reply to "RE[3]: But ...."
moondevil
Member since:
2005-07-08

Having worked with commercial UNIX systems that were pretty close to System V, I am not sure if I want to replicate the experience again.

Reply Parent Score: 2

RE[5]: But ....
by Delgarde on Tue 4th Dec 2012 20:47 in reply to "RE[4]: But ...."
Delgarde Member since:
2008-08-19

Having worked with commercial UNIX systems that were pretty close to System V, I am not sure if I want to replicate the experience again.


Agreed - at work, we develop on Linux, and deploy to AIX, Solaris, and HP-UX. And of those, AIX is decent enough, Solaris is a pain in the ass, and the less said about HP-UX the better.

Reply Parent Score: 4