izandescriptive 0.0.2

This library generates different graphics of numerical variables from a csv file.

Izandescriptive: powerful PyPi data analysis package

What is it?

Izandescriptive is a PyPi library that provides fast and easy to undersand data analysis. It aims to speed up the exploratory analysis process. It performs different graphs of the numerical variables in a single function called graphic().

Main Features

Here are just a few of the things that izandescriptive does well:

• Easy handling of reading csv.
• Selects numerical variables from the dataframe.
• Creates histograms, raincloud graphs and a heatmap graph.

Class desc_analysis():

You can define the following class name desc_analysis

Attributes

This class will have an attibute called data

• data : this attribute reads a csv and selects the numeric variables

Methods

• graphic : The class desc_analysis has one method graphic. This method will take an argument wich is data defined in the previous attribute.

Dependencies

• pandas
• turtle
• ptitprince
• seaborn
• matplotlib

Using the library

Installation

pip install izandescriptive

Import

from izandescriptive import class_descriptives

Intance attributes and init the method

c1=desc_analysis('example.csv')

c1.graphic()

Example

This would be the result of the desc_analysis class.

Histograms

Raincloud

Heatmap

Where to get the library

The library is currently hosted on PyPi at: https://pypi.org/project/izandescriptive/