pycvcqv

v0.1.18

Coefficient of Variation (CV) and Coefficient of Quartile Variation (CQV) with Confidence Intervals (CI) For more information about how to use this package see README

Latest version published 4 months ago

License: MIT

PyPI

GitHub

Package Health Score

63 / 100

security
No known security issues
popularity
Limited
maintenance
Sustainable
community
Sustainable

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Popularity

Limited

GitHub Stars: 7
Forks: 5
Contributors: 3

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package pycvcqv, we found that it has been starred 7 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Aug 26, 2024
Direct Vulnerabilities: 0
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0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
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License Risk: 0
H
0
M
0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

Yes

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Maintenance

Sustainable

Commit Frequency

Open Issues: 9
Open PR: 27
Last Release: 4 months ago
Last Commit: 4 months ago

Further analysis of the maintenance status of pycvcqv based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

We found that pycvcqv demonstrates a positive version release cadence with at least one new version released in the past 12 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Sustainable

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 3
Funding: Yes

This project has seen only 10 or less contributors.

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Package

Python Versions Compatibility: <4.0,>=3.9

Age: 3 years
Latest Release: 4 months ago
Dependencies: 2 Direct
Versions: 19
Maintainers: 0
Wheels: OS Independent

Readme

pycvcqv

Find homogeneity with confidence.

Python port of cvcqv

Introduction

pycvcqv provides some easy-to-use functions to calculate the Coefficient of Variation (cv) and Coefficient of Quartile Variation (cqv) with confidence intervals provided with all available methods.

Install

pip install pycvcqv

Usage

import pandas as pd
from pycvcqv import coefficient_of_variation, cqv

coefficient_of_variation(
    data=[
        0.2, 0.5, 1.1, 1.4, 1.8, 2.3, 2.5, 2.7, 3.5, 4.4,
        4.6, 5.4, 5.4, 5.7, 5.8, 5.9, 6.0, 6.6, 7.1, 7.9
    ],
    multiplier=100,
    ndigits=2
)
# {'cv': 57.77, 'lower': 41.43, 'upper': 98.38}
cqv(
    data=[0.2, 0.5, 1.1, 1.4, 1.8, 2.3, 2.5, 2.7, 3.5, 4.4, 4.6, 5.4, 5.4],
    multiplier=100,
)
# 51.7241
data = pd.DataFrame(
    {
        "col-1": pd.Series([0.2, 0.5, 1.1, 1.4, 1.8, 2.3, 2.5, 2.7, 3.5]),
        "col-2": pd.Series([5.4, 5.4, 5.7, 5.8, 5.9, 6.0, 6.6, 7.1, 7.9]),
    }
)
coefficient_of_variation(data=data, num_threads=3)
#   columns      cv      lower      upper
# 0   col-1  0.6076     0.3770     1.6667
# 1   col-2  0.1359     0.0913     0.2651
cqv(data=data, num_threads=-1)
#   columns      cqv
# 0   col-1  0.3889
# 1   col-2  0.0732

Credits

This project was generated with python-package-template

pycvcqv dependencies

pandas scipy

FAQs

What is pycvcqv?

Coefficient of Variation (CV) and Coefficient of Quartile Variation (CQV) with Confidence Intervals (CI). Visit Snyk Advisor to see a full health score report for pycvcqv, including popularity, security, maintenance & community analysis.

Is pycvcqv popular?

The python package pycvcqv receives a total of 124 weekly downloads. As such, pycvcqv popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is pycvcqv well maintained?

We found indications that pycvcqv maintenance is sustainable demonstrating some project activity. We saw a total of 3 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is pycvcqv safe to use?

The python package pycvcqv was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 21 December-2024, at 12:50 (UTC).

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Readme

pycvcqv

Introduction

Install

Usage

Credits

pycvcqv dependencies

FAQs

What is pycvcqv?

Is pycvcqv popular?

Is pycvcqv well maintained?

Is pycvcqv safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

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