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Plotly VS Leaflet

Compare Plotly VS Leaflet and see what are their differences

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Plotly logo Plotly

Low-Code Data Apps

Leaflet logo Leaflet

Leaflet is a modern, lightweight open-source JavaScript library for mobile-friendly interactive maps.
  • Plotly Landing page
    Landing page //
    2023-07-31
  • Leaflet Landing page
    Landing page //
    2023-06-13

Plotly features and specs

  • Interactivity
    Plotly offers highly interactive plots that allow users to pan, zoom, and hover over data points for more information. This enhances the user experience and provides deeper insights.
  • High-quality visualizations
    It provides aesthetically pleasing and highly customizable charts, making it suitable for publication-quality visuals.
  • Versatility
    Plotly supports multiple chart types including line charts, scatter plots, bar charts, and 3D plots, making it suitable for a wide range of applications.
  • Python integration
    Plotly is well-integrated with Python and works seamlessly with other popular data science libraries like Pandas, NumPy, and Scikit-learn.
  • Web-based
    The plots can be easily embedded in web applications or dashboards, making it ideal for sharing insights over the internet.
  • Open-source
    Plotly offers an open-source version, which allows users to create and share visualizations without any cost.

Possible disadvantages of Plotly

  • Performance
    Rendering very large datasets can sometimes be slow, which may not be suitable for real-time data visualization requirements.
  • Learning curve
    Even though the library is well-documented, the extensive range of features can have a steep learning curve for beginners.
  • Cost for advanced features
    While the basic functionality is free, more advanced features, such as export to certain formats and additional customizable options, require a paid subscription.
  • Dependency management
    Plotly has a number of dependencies that need to be managed properly, which can sometimes complicate the setup process.
  • Complexity
    For simple visualizations, Plotly might be overkill and simpler libraries like Matplotlib or Seaborn could be more appropriate.

Leaflet features and specs

  • Lightweight
    Leaflet is designed to be easy on resources, making it fast to load and suitable for performance-critical applications.
  • Ease of Use
    The API is straightforward and well-documented, which makes it accessible for developers of all experience levels.
  • Open Source
    Being open-source means it is free to use and has a collaborative community contributing to its improvement.
  • Extensible
    Leaflet supports a wide range of plugins for additional functionality, allowing for customization and extension based on specific requirements.
  • Support for Mobile
    Leaflet is optimized for mobile browsers and touch devices, including multi-touch support.
  • Customizable
    It allows for extensive customization with a variety of map projections, tile layers, and interactive overlays.

Possible disadvantages of Leaflet

  • Limited Built-in Features
    Compared to some other mapping libraries, Leaflet has fewer built-in features out of the box.
  • Performance with Large Data Sets
    Rendering large data sets (such as many markers or complex geometries) can impact performance.
  • Steeper Learning Curve for Advanced Customization
    While basic use is straightforward, more advanced customizations can be challenging and may require deeper knowledge of JavaScript and Leaflet's architecture.
  • Limited 3D Support
    Leaflet is primarily designed for 2D maps, and doesn't natively support 3D visualizations, which may be a limitation for some applications.
  • Dependence on Third-party Services
    For certain functionalities like tile layers, geocoding, and routing, you may need to rely on third-party services, which can involve additional costs and dependencies.

Plotly videos

+ Add

Create Real-time Chart with Javascript | Plotly.js Tutorial

More videos:

  • Review - Introducing plotly.py 3.0
  • Review - Is Plotly The Better Matplotlib?
  • Tutorial - Plotly Tutorial 2021
  • Review - Data Visualization as The First and Last Mile of Data Science Plotly Express and Dash | SciPy 2021

Leaflet videos

+ Add

leaflet review

More videos:

  • Review - Labour Party Leaflet Review
  • Demo - Liberal Democrats Party Leaflet Review

Category Popularity

0-100% (relative to Plotly and Leaflet)

Plotly

Leaflet

Data Visualization
100 100%
Data Visualization
0% 0
Maps
0 0%
Maps
100% 100
Data Dashboard
100 100%
Data Dashboard
0% 0
Web Mapping
0 0%
Web Mapping
100% 100

User comments

Share your experience with using Plotly and Leaflet. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Plotly and Leaflet

Plotly Reviews

Best 8 Redash Alternatives in 2023 [In Depth Guide]
Plotly is specifically designed for companies who want to build and deploy analytic applications like dashboards using Python, Julia, or R without needing DevOps or Javascript developers.
Source: www.datapad.io
5 Best Python Libraries For Data Visualization in 2023
Plotly is a web-based data visualization toolkit that comes with unique functionalities such as dendrograms, 3D charts, and also contour plots, which is not very common in other libraries. It has a great API offering scatter plots, line charts, bar charts, error bars, box plots, and other visualizations. Plotly can even be accessed from a Python Notebook.
Source: www.technotification.com
Top 8 Python Libraries for Data Visualization
Plotly is a free open-source graphing library that can be used to form data visualizations. Plotly (plotly.py) is built on top of the Plotly JavaScript library (plotly.js) and can be used to create web-based data visualizations that can be displayed in Jupyter notebooks or web applications using Dash or saved as individual HTML files. Plotly provides more than 40 unique...
Source: www.geeksforgeeks.org
5 top picks for JavaScript chart libraries
Plotly is a graphing library that’s available for various runtime environments, including the browser. It supports many kinds of charts and graphs that we can configure with a variety of options.
Source: blog.logrocket.com

Leaflet Reviews

Top 15 Price Monitoring Tools For E-Commerce In 2022
Leaflet.js is the most popular open-source JavaScript library for providing mobile-friendly interactive maps. With a simple, easy-to-use interface, it is the perfect solution for all of your data management needs. It operates well right out of the box on all major platforms and devices. The platform offers the following services:
Source: adscale.com
Top 5 Open-Source Google Maps Alternatives in 2022
The Leaflet is another open source interactive maps software that comes with self-hosting capabilities. This map application is lightweight and easy to use. Above all, it is available for all desktop and mobile platforms such as Android, IOS, and web. Further, this offline maps app is highly extensible and offers a well-documented API for third-party integrations. This open...
Source: blog.containerize.com
The Best Data Visualization Tools - Top 30 BI Software
Leaflet leverages OpenStreetMap data and adds HTML5/CSS3 visualizations and interactivity on top to ensure everything is responsive and mobile ready. Its extensive plugin repository lets you add heatmaps , masks and animated markers. Leaflet is open source JavaScript library designed for creating interactive mobile-friendly maps and ships at only 33kb. This Javascript...
Source: improvado.io
Farewell, Google Maps
On a positive note we were impressed by the quality of open source code for operating maps (Leaflet). Some advanced functions which we had implement ourselves on Google side were readily available in Leaflet.
Source: www.inderapotheke.de
Survey of the Best Online Mapping Tools for Web Developers: The Roadmap to Roadmaps
It is safe to say that Leaflet was born as a reaction to OpenLayers’ bloat, clutter and complexity. Vladimir Agafonkin was asked to build a wrapper around OpenLayers, but he instead created a simple and lightweight OpenLayers alternative, and in May 2011 Leaflet was born. Vladimir focused on simplicity, performance and usability for this online map tool. The core library...
Source: www.toptal.com

Social recommendations and mentions

Based on our record, Leaflet should be more popular than Plotly. It has been mentiond 133 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Plotly mentions (33)

  • Python for Data Visualization: Best Tools and Practices
    Plotly is perfect for interactive visualizations. You can create interactive charts and graphs that allow users to hover, click, and zoom in. Plotly is also great for web-based visuals, making it easy to share your findings online. - Source: dev.to / about 1 month ago
  • Generative AI Powered QnA & Visualization Chatbot
    Front End: A React application that leverages React-Chatbotify library to easily integrate a chatbot GUI. It also uses the Plotly library to display the charts/visualizations. The generative AI implementation and details are entirely abstracted from the front end. The front-end application depends on a single REST endpoint of the backend application. - Source: dev.to / 3 months ago
  • Build a Stock Dashboard in less than 40 lines of Python code!🤓
    In this tutorial, Mariya Sha will guide you through building a stock value dashboard using Taipy, Plotly, and a dataset from Kaggle. - Source: dev.to / 5 months ago
  • Essential Deep Learning Checklist: Best Practices Unveiled
    How to Accomplish: Utilize visualization libraries like Matplotlib, Seaborn, or Plotly in Python to create histograms, scatter plots, and bar charts. For image data, use tools that visualize images alongside their labels to check for labeling accuracy. For structured data, correlation matrices and pair plots can be highly informative. - Source: dev.to / 11 months ago
  • Python equivalent to power bi/power query?
    For dashboards: - https://plotly.com/ is probably my favourite, but there are others like streamlit, voila and others... Source: over 1 year ago
View more

Leaflet mentions (133)

  • Understanding Mapbox API Integration: A Deep Dive
    Leaflet with OpenStreetMap: Cost-effective open-source solution with no vendor lock-in, lightweight JavaScript library perfect for basic mapping needs, though lacking some advanced features found in commercial options. - Source: dev.to / 10 days ago
  • Data viz library built with Apache ECharts, Leaflet, and shadcn
    This is a terrible title. Info on what leaflet.js is here: https://leafletjs.com/. Took me a lot longer than I'd like to find that, and I'm still not sure what it has to do with the majority of those examples. - Source: Hacker News / 27 days ago
  • Show HN: Leaflet.pub a web app for delightful documents
    Just as an FYI: "leaflet" is the name of a popular web mapping JS library. https://leafletjs.com/ May or may not be relevant for you, but if you're releasing client libraries of any sort, it might be good to be aware of. Either way, looks nifty!! - Source: Hacker News / 2 months ago
  • The Tools and APIs That Made My GeoGuessr 🌍 Project Possible
    For the map interface, I chose Leaflet.js. It’s an open-source JavaScript library for interactive maps. I liked it because it’s lightweight and easy to use. With Leaflet, I could display the map, add markers, and let users interact with it seamlessly. - Source: dev.to / 3 months ago
  • How can I integrate Leaflet to React Native
    Hi, I am very new with React Native. I built a smartphone app with Cordova but I want to migrate to Reat Native. My App use and need Leaftlet and Chartjs and I need to find a way to use those feature with my new Reat Native 7.6 and Expo App. - Source: dev.to / 5 months ago
View more

What are some alternatives?

When comparing Plotly and Leaflet, you can also consider the following products

D3.js - D3.js is a JavaScript library for manipulating documents based on data. D3 helps you bring data to life using HTML, SVG, and CSS.

jQuery - The Write Less, Do More, JavaScript Library.

Chart.js - Easy, object oriented client side graphs for designers and developers.

React Native - A framework for building native apps with React

Highcharts - A charting library written in pure JavaScript, offering an easy way of adding interactive charts to your web site or web application

Babel - Babel is a compiler for writing next generation JavaScript.

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