This is a small project showing capabilities of Plotly Dash. It consists in a simple example of an e-commerce dashboard to monitor sales with some business KPIs and visualization based on transactional data with a simple ARMA sales 15 days look-ahead forecast. It is based on the public data Brazilian E-Commerce Public Dataset by Olist available on Kaggle.
The dataset contains around 100k transactional data about orders on a Brazilan e-commerce platform named Olist. Details on the dataset can be found on Kaggle.
A live demo of the app can be found here
Just clone this repository, navigate to the directory and execute the command:
python app.py
- Python 3.7
- numpy
- pandas
- dash
- plotly
- statsmodels
This project is licensed under the MIT License - see the LICENSE.md file for details
- Olist and André Sionek, “Brazilian E-Commerce Public Dataset by Olist.” Kaggle, doi: 10.34740/KAGGLE/DSV/195341.
- Dash Natural Gas Well Production demo from which I largely took inspiration.