This article introduces Streamlit, a Python library for building data dashboards, as a solution for Python programmers to create graphical front-ends without needing to delve into CSS, HTML, or JavaScript. The author, a seasoned data engineer, explains how Streamlit and similar tools enable the creation of attractive dashboards, marking a shift from traditional tools like Tableau or Quicksight. This piece serves as the first in a series focusing on Streamlit, with future articles planned on Gradio and Taipy. The author aims to replicate similar layouts and functionalities across dashboards using consistent data.
Create awesome e-paper dashboards within minutes! Modularity? Check! Python3? Check? Works on Raspberry Pi Zero W? Check! Support for own modules? Check!
Shiny for Python lets you build interactive web applications with ease. It utilizes reactive programming for efficient and dynamic visualizations.
an open-source solution: Vizro as a template for a low-code dashboard, and Vizro-AI to build the individual charts with generative AI.
Prompting GPT-4 for multi-visual interactive dashboard creation
