View statannot on Snyk Open Source Advisor

Package Health Score

45 / 100

security
No known security issues
popularity
Limited
maintenance
Inactive
community
Limited

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Popularity

Limited

GitHub Stars: 383
Forks: 74
Contributors: 8

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package statannot, we found that it has been starred 383 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Feb 25, 2020
Direct Vulnerabilities: 0
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0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

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Maintenance

Inactive

archived

Commit Frequency

No Recent Commits

Open Issues: 9
Open PR: 4
Last Release: 4 years ago
Last Commit: 2 years ago

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

An important project maintenance signal to consider for statannot is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

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

Limited

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 8
Funding: No

This project has seen only 10 or less contributors.

We found a way for you to contribute to the project! Looks like statannot is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.5

Age: 4 years
Latest Release: 4 years ago
Dependencies: N/A
Versions: 2
Maintainers: 1
Wheels: OS Independent

Readme

What is it

Python package to optionnally compute statistical test and add statistical annotations on an existing boxplot/barplot generated by seaborn.

Features

Single function to add statistical annotations on an existing boxplot/barplot generated by seaborn boxplot.
Integrated statistical tests (binding to scipy.stats methods):
- Mann-Whitney
- t-test (independent and paired)
- Welch's t-test
- Levene test
- Wilcoxon test
- Kruskal-Wallis test
Smart layout of multiple annotations with correct y offsets.
Annotations can be located inside or outside the plot.
Format of the statistical test annotation can be customized: star annotation, simplified p-value, or explicit p-value.
Optionally, custom p-values can be given as input. In this case, no statistical test is performed.

Installation

The latest stable release can be installed from PyPI:

pip install statannot

You may instead want to use the development version from Github:

pip install git+https://github.com/webermarcolivier/statannot.git

Documentation

See example jupyter notebook example/example.ipynb.

Usage

Here is a minimal example:

import seaborn as sns
from statannot import add_stat_annotation

df = sns.load_dataset("tips")
x = "day"
y = "total_bill"
order = ['Sun', 'Thur', 'Fri', 'Sat']
ax = sns.boxplot(data=df, x=x, y=y, order=order)
test_results = add_stat_annotation(ax, data=df, x=x, y=y, order=order,
                                   box_pairs=[("Thur", "Fri"), ("Thur", "Sat"), ("Fri", "Sun")],
                                   test='Mann-Whitney', text_format='star',
                                   loc='outside', verbose=2)
test_results

More examples are available in the jupyter notebook example/example.ipynb.

Examples

Example 1

Example 2

Requirements

Python >= 3.5
numpy >= 1.12.1
seaborn >= 0.8.1
matplotlib >= 2.2.2
pandas >= 0.23.0
scipy >= 1.1.0

FAQs

What is statannot?

add statistical annotations on an existing boxplot/barplot generated by seaborn. Visit Snyk Advisor to see a full health score report for statannot, including popularity, security, maintenance & community analysis.

Is statannot popular?

The python package statannot receives a total of 596 weekly downloads. As such, statannot popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is statannot well maintained?

We found indications that statannot is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is statannot safe to use?

The python package statannot 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 23 April-2024, at 16:39 (UTC).

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statannot

add statistical annotations on an existing boxplot/barplot generated by seaborn. For more information about how to use this package see README

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Package

Readme

What is it

Features

Installation

Documentation

Usage

Examples

Requirements

FAQs

What is statannot?

Is statannot popular?

Is statannot well maintained?

Is statannot safe to use?

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Scan your app for vulnerabilities

Fix identified vulnerabilities

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Package Health Score

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Direct Usage Popularity

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Commit Frequency

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Snyk Vulnerability Scanner

Readme

What is it

Features

Installation

Documentation

Usage

Examples

Requirements

FAQs

What is statannot?

Is statannot popular?

Is statannot well maintained?

Is statannot 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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