ProjectUtility 0.0.2

A collection of data analysis and visualization utilities designed for scientific and research applications.

Project Utility

This project is a collection of essential functions and utilities that I frequently use in my data analysis workflows.

Why This Project Exists

As a data analyst, I found myself repeatedly writing the same helper functions across different projects. ProjectUtility centralizes these common utilities into a single, well-documented package that can be easily imported into any analysis.

Install ProjectUtility in Development mode

If you are new to using nbdev here are some useful pointers to get you started.

# make sure ProjectUtility package is installed in development mode
$ pip install -e .

# make changes under nbs/ directory
# ...

# compile to have changes apply to ProjectUtility
$ nbdev_prepare

Usage

Install latest from the GitHub repository:

$ pip install git+https://github.com/mtinti/ProjectUtility.git

or from conda

$ conda install -c mtinti ProjectUtility

or from pypi

$ pip install ProjectUtility

Dashboards for visualising dataset

with missing values

with dimensionality reduction

with coefficent of variation

with Volcano & MA plots

Documentation

Documentation can be found hosted on this GitHub repository’s pages. Additionally you can find package manager specific guidelines on conda and pypi respectively.