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Simple Tools for Data Analysis (STDA)
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About
=====
STDA includes some primary tools for data analysis. You can evaluate sums,
averages, integrals, derivatives, histograms or probability distribution
functions of 1-d data, and eventually plot the results. The programs are
stand-alone tools (supporting the standard UNIX input and output pipelines)
intended for data processing from the command line. It should be noted that
all but one of the scripts use awk and core system utilities. For plotting you
have to install Gnuplot (see http://gnuplot.info) since 'muplot' is a wrapper
around it. In summary, the package provides utilities for straightforward
analysis of data series where a complex analytical approach is not needed
and where an ultimate numerical precision with floating-point numbers is not
critical. Some general examples of application cases include evaluating usage
statistics from server logfiles, determining a response time distribution from
a series of queries to a [remote] service, producing a plot from multiple data
files, etc.
This software should be considered as an open project to be extended with new
command-line driven utilities helpful for performing common data analysis
tasks. Any contributions and suggestions are welcome.
Following programs are included in the distribution:
* maphimbu - histogram builder for 1-d numerical and text data
* mintegrate - average/sum/integral/derivative of 1-d numerical data
* mmval - find minimum and maximum value in a dataset
* muplot - plot a multi-curve figure from multiple dataset using Gnuplot
* nnum - produce a series of equally separated integers or floats
* prefield - prepare input file for 'muplot' to plot 2-d fields by arrows
Download
========
You can find the newest version of STDA at http://gnu.mirendom.net/stda.html
Installation
============
The software can be installed or uninstalled by using the script 'install.sh'
as follows:
./install.sh install
or
./install.sh uninstall
The default destination directories for the binaries and manual pages can be
overwritten by command line options. To see a short help, execute the script
without options.
Examples
========
- Evaluate the current apache2 logfile and make an unique list of the hostnames
(respectively ip-addresses) sorted by the total number of their http requests:
maphimbu -rs2 /var/log/apache2/access.log
- On a X terminal plot the probability function and the cumulative distribution
function of a 'sin(x)' data sample:
nnum -3.14159 3.14159 0.00001 "sin(x)" "%.17f %.7f" | maphimbu -d0.01 -x1 -ns1 | mintegrate -d0.01 -x1 -y3 -S | muplot lp - 1:3,4
Features
========
For new features, major changes and bug fixes see the NEWS file.
Copyright
=========
Copyright (C) 2009, 2011-2014 Dimitar Ivanov <dimitar.ivanov@mirendom.net>
This is free software; You can redistribute it and/or modify it under the
terms of the GNU General Public License, Version 3 or later. For the full
text of the licence see the LICENCE file.
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