Skip to main content

ABC analysis with automated limit detection

Project description

Performs and visualizes an ABC analysis with automated limit detection.

This package is a Python implementation of the R package ABCanalysis.

The package is based on “Computed ABC Analysis for rational Selection of most informative Variables in multivariate Data”, PLoS One. Ultsch. A., Lotsch J. (2015) doi:10.1371/journal.pone.0129767.

Basic Usage

from abc_analysis import abc_analysis, abc_plot

# Perform an ABC analysis on a numeric vector (without plotting)
dctAnalysis = abc_analysis([1, 15, 25, 17, 2, 3, 5, 6, 2, 3, 22])

# Perform an ABC analysis with plotting
dctAnalysis = abc_analysis([1, 15, 25, 17, 2, 3, 5, 6, 2, 3, 22], True)

# Plot saved results of an ABC analysis

Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for abc-analysis, version 0.1.21
Filename, size File type Python version Upload date Hashes
Filename, size abc_analysis-0.1.21-py3-none-any.whl (18.0 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size abc_analysis-0.1.21.tar.gz (5.5 kB) File type Source Python version None Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring DigiCert DigiCert EV certificate Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page