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Streamlit

Streamlit is an open-source Python library that makes it easy to create and share beautiful, custom web apps for machine learning and data science. In this section, we will learn how to use Streamlit to create a simple web app that displays a list of movies and their ratings.

Prerequisites

  1. Python 3.6 or later
  2. Streamlit library

Step 1: Install Streamlit

To install Streamlit, run the following command in your terminal:

pip install streamlit

Step 2: Create a new Streamlit app

To create a new Streamlit app, run the following command in your terminal:

streamlit hello

This will create a new directory called my_first_app with a sample app. Open the app.py file in your text editor to see the code.

Step 3: Add a list of movies and their ratings

To add a list of movies and their ratings, replace the code in app.py with the following:

import streamlit as st

# Create a list of movies and their ratings

Pydeck

Pydeck is a Python library for creating data visualizations using deck.gl, an open-source WebGL-based visualization framework. We can use it to create a map of the movies and their ratings.