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StatisticalDiagrams

Python package for drawing statistical summary diagrams such as Taylor or Target Diagrams.

Installation:

After downloading the source from github_ install via pip, descending into the top-level of the source tree and launching::

pip install .

or to install in developers mode::

pip install -e .

Or install the latest release from PyPI::

pip install StatisticalDiagrams

.. _github: https://github.com/mommebutenschoen/StatisticalDiagrams

Documentation

Documentation of this package can be found on readthedocs_.

.. _readthedocs: https://statisticaldiagrams.readthedocs.io/

Simple Example:

.. code-block:: python

from StatsDiagram import * from numpy.random import randn from matplotlib.pyplot import show,subplot from scipy.stats import pearsonr

a=randn(10) b=randn(10) ref=randn(10) subplot(221) TD=TargetStatistics(a,ref) TD(b,ref) subplot(222) TD=TaylorStatistics(a,ref) TD(b,ref)

std1=a.std() std2=b.std() refstd=ref.std() R1,p=pearsonr(a,ref) E1=(a.mean()-ref.mean())/refstd G1=std1/refstd R2,p=pearsonr(b,ref) E2=(b.mean()-ref.mean())/refstd G2=std2/refstd

subplot(223) TayD=TargetDiagram(G1,E1,R1,) TayD(G2,E2,R2,) subplot(224) TarD=TaylorDiagram(G1,E1,R1,) TarD(G2,E2,R2,)

show()