Interactive choropleth maps in python

Interactive choropleth maps in python

Interactive choropleth maps in python. A Step by step guide to create interactive map visuals in python using opensource libraries - Altair, Plotly, and Folium.

A Step by step guide to create interactive map visuals in python using opensource libraries - Altair, Plotly, and Folium

Interactive choropleth map using Plotly in python — Image by author

Looking for a simple python library to create a choropleth map for your next web app or blog? Spent hours online looking for tutorials on how to get started? While there are a lot of popular libraries that can get you started with the simple implementation of static choropleth maps(matplotlib, seaborn etc), if Interactivity is what you are looking for, this is the article for you! While there are libraries like d3.js which can build custom maps, there are few simpler tools that you can explore. This blog talks about 3 such easy to implement but powerful opensource python libraries!

Overwhelmed and lost in Documentation?

Few months back , I wanted to create an interactive map for an interesting web app that we were developing. I spent hours online looking for the perfect library to get started with,but found it very difficult to run through the documentations, for there was no proper step by step guide for implementation and customizing the visuals as required. I wish I had a guide that compared the features and a proper implementation along with the details about customization.

This is an attempt to create such a guide.The following write-up compares and contrasts the implementation of an interactive choropleth map along with the details and possible customizations to get the final output as required, using three of the popular map libraries available for Python —

  1. Altair —Simple and fast implementation with readily available set of features and pre-defined functionalities.
  2. *Plotly *— Variety of available implementations including Mapbox,Custom configurations and styling.
  3. *Folium *— Leaflet implementation with complete customization and interactivity including tool-tips, pop-ups and a lot more features.

folium choropleth-map plotly data-visualization python

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Create and visualize Choropleth map with Folium

Create and visualize Choropleth map with Folium. Is the representation of an object, situation, or set of information as a chart or other image. The goal of data visualization is to simplify data values, develop an understanding of them, and communicate important concepts and notions to the audience. Our brains are wired for rapid visual processing.

Hands-on Tutorial On Folium, Python For Geographical Data Visualization

Exploring Folium, a python library which is used for geographical data visualizations. Creating different types of maps and markers on it.In this article, we will explore Folium, a python library which is used to create different types of geographical data visualizations. We will try and create different types of maps and markers on maps.

Basic Data Types in Python | Python Web Development For Beginners

In the programming world, Data types play an important role. Each Variable is stored in different data types and responsible for various functions. Python had two different objects, and They are mutable and immutable objects.

Data Visualization With Python: Matplotlib

Data visualization is the graphical representation of data in a graph, chart or other visual formats. It shows relationships of the data with images.

Data Visualization With Python | Data Visualization | Python For Data Science

🔥To access the slide deck used in this session for Free, click here: 🔥 Great Learning brings you this live session on 'Data Vis...