Member-only story
How to Develop a Streamlit Data Analytics Web App in 3 Steps
Step-by-Step Guide to Build Your First YouTube Analytics App
For the majority of the time, data science/data analytics projects end up as delivering a static report or dashboard, which tremendously downgrades the efforts and thoughts being put into the process. Alternatively, web app is a great way to demonstrate your data analytics work, which can be further expanded as a service on self-served and interactive platforms. However, as data scientists or data analysts, we are not trained for developing softwares or websites. In this article, I would like to introduce tools like Streamlit and Plotly that allows us to easily develop and serve your data analytics projects through a web app, with the following three steps:
- Extract Data and Build Database
- Define Data Analytics Process as Functions
- Construct Web App Interface
Afterwards, we will be able to create a simple web app like this: