When writing Python, some data analysis scripts are quite convenient to run, but sharing them with others or creating an interactive interface can become troublesome. The traditional web development process is tedious and lengthy: HTML, CSS, JavaScript, and a bunch of frameworks can be overwhelming.Streamlit perfectly solves this problem by transforming Python scripts into beautiful … Read more
Hello everyone, today I want to share a magical Python library – Streamlit. Github Address: https://github.com/streamlit/streamlit Streamlit is a revolutionary Python library that allows data scientists and developers to quickly create and share custom web applications. Unlike traditional web development frameworks, Streamlit focuses on developing data applications, simplifying the complex web development process into writing … Read more
# Streamlit: A Rapid Development Tool for Visualization in Python! Hello everyone! Today I want to introduce a super user-friendly Python web application framework: Streamlit. It’s like a magical wand that allows us to quickly create beautiful data applications with simple Python code. While other frameworks require you to master various skills in front-end and … Read more
I always thought that building data applications was particularly troublesome; you need to understand both front-end and back-end, and also know how to deploy them. It made someone like me, who is purely a data developer, feel overwhelmed. However, I recently discovered a treasure tool, Streamlit, which is simply a timely rain for data developers! … Read more
In today’s data-driven era, data scientists and developers often face the challenge of transforming complex data analyses and machine learning models into user-friendly applications. The traditional web development process is cumbersome, requiring mastery of various front-end and back-end technologies, which is undoubtedly a significant barrier for those focused on data processing and algorithm development. The … Read more
Hello everyone, today we are going to learn about an interesting Python animation component: Streamlit-Lottie. Lottie is an animation library for web and mobile applications, and Streamlit-Lottie is a Python component developed based on Lottie, allowing us to easily add cool animation effects to our Streamlit applications. Installing Streamlit-Lottie First, make sure you have Streamlit … Read more
Hello everyone, today we will talk about how to perform map visualization and interactive geographical analysis using Python. If you are learning Python, you must be curious about data visualization. So, let’s explore the mysteries of Streamlit and Folium and embark on an interesting journey of Python map visualization! Streamlit: A Powerful Tool for Python … Read more
Streamlit: A Python Library Making Data App Development Easy 1. Introduction When data scientists finally tune their models but spend three days writing the frontend interface, this open-source tool born in 2019 changes the game. Streamlit makes building interactive web applications with Python as easy as writing documents, and its “Development is Documentation” philosophy has … Read more
As a Python developer, have you ever struggled to create web applications for data visualization? Streamlit is your savior! This amazing library allows you to create stunning interactive applications with just a few lines of code. What is Streamlit? Streamlit is an open-source Python library designed specifically for data scientists and developers. Its core goal … Read more
Writing Python code for data analysis is quite enjoyable, but how do you present it to others? Creating a web interface requires learning a bunch of front-end knowledge, which is overwhelming! But now you don’t have to worry, there’s a Python library called Streamlit that can help us easily accomplish this. It allows us to … Read more