PyGWalker: Usecases for EDA

Tableau Style Interface for Python

PyGWalker is a library that uses that helps in Data Visualization and Exlporatory Data Analysis using a tableau style interface in a jupyter notebook.

Some Examples of Visualisation

Scatter Plot

Bar Plot

Box Plot

Advantages

• Can create beautiful plots quicky using user intreface if one is feeling lazy to type some code
• Free to use unlike paid BI softwares
• Easy to implement

Disadvantages

• One of the key disadvantages is that this libraray failed to operate well with a fairly small data set. Often freezes or takes time to update plots.
• Even thoough I liked the color scheme used in these plots, I could not change or adjust the color of the plots if I have to as per the design language used by the organisation.
• Cannot create custom columns or variables using the interface like in tableau