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Compute Natural Breaks (Jenks algorythm)

Project Description

Compute “natural” break values (Jenks algorythm) on list/tuple/numpy.ndarray of integers/floats.

(Intented compatibility: CPython 2.7+ and 3.3+ - Wheels are provided via PyPI for windows users)

Usage :

>>> import jenkspy
>>> import random
>>> list_of_values = [random.random()*5000 for _ in range(12000)]

>>> breaks = jenkspy.jenks_breaks(list_of_values, nb_class=6)

>>> breaks
(0.1259707312994962, 1270.571003315598, 2527.460251085392, 3763.0374498649376, 4999.87456576267)

>>> import json
>>> with open('tests/test.json', 'r') as f:
...     data = json.loads(f.read())
...
>>> jenkspy.jenks_breaks(data, nb_class=5)
(0.0028109620325267315, 2.0935479691252112, 4.205495140049607, 6.178148351609707, 8.09175917180255, 9.997982932254672)

Installation :

pip install jenkspy
git clone http://github.com/mthh/jenkspy
cd jenkspy/
python setup.py install

Requirements (only for building from source):

  • C compiler
  • Python C headers

Motivation :

  • Making a painless installing C extension so it could be used more easily as a dependency in an other package (and so learning how to build wheels using appveyor).
  • Getting the break values! (and fast!). No fancy functionnality provided, but contributions/forks/etc are welcome.
  • Other python implementations are currently existing.
Release History

Release History

This version
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0.1.3

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0.1.2

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0.1.1

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0.1.0

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File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
jenkspy-0.1.3-cp27-cp27m-win32.whl (32.6 kB) Copy SHA256 Checksum SHA256 2.7 Wheel Jan 18, 2017
jenkspy-0.1.3-cp27-cp27m-win_amd64.whl (33.0 kB) Copy SHA256 Checksum SHA256 2.7 Wheel Jan 18, 2017
jenkspy-0.1.3-cp34-cp34m-win32.whl (32.4 kB) Copy SHA256 Checksum SHA256 3.4 Wheel Jan 18, 2017
jenkspy-0.1.3-cp34-cp34m-win_amd64.whl (32.8 kB) Copy SHA256 Checksum SHA256 3.4 Wheel Jan 18, 2017
jenkspy-0.1.3-cp35-cp35m-win32.whl (33.0 kB) Copy SHA256 Checksum SHA256 3.5 Wheel Jan 18, 2017
jenkspy-0.1.3-cp35-cp35m-win_amd64.whl (34.6 kB) Copy SHA256 Checksum SHA256 3.5 Wheel Jan 18, 2017
jenkspy-0.1.3.tar.gz (42.1 kB) Copy SHA256 Checksum SHA256 Source Jan 18, 2017

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