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Plotly VS Vaadin Framework

Compare Plotly VS Vaadin Framework and see what are their differences

Plotly logo Plotly

Low-Code Data Apps

Vaadin Framework logo Vaadin Framework

Vaadin is a web application framework for Rich Internet Applications (RIA).
  • Plotly Landing page
    Landing page //
    2023-07-31
  • Vaadin Framework Landing page
    Landing page //
    2023-07-24

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.

Vaadin Framework features and specs

  • Rich Set of Components
    Vaadin provides a wide array of UI components that are ready to use. These components are well-designed and can help speed up the development process by reducing the need for custom UI coding.
  • Java-centric Development
    Vaadin allows developers to write the entire application, including the UI, in Java. This is advantageous for Java developers who prefer to work within a single language ecosystem.
  • Strong Type Safety
    Because Vaadin applications are written in Java, they benefit from the strong type-checking and compile-time error checking, reducing the likelihood of runtime errors.
  • Seamless Integration with Java Ecosystem
    Vaadin integrates well with other Java frameworks and libraries such as Spring, making it a good choice for enterprise applications that already leverage these technologies.
  • Server-Side Architecture
    The server-side execution model of Vaadin means that the business logic and UI management are handled on the server, which can simplify the development of complex UIs.
  • Built-in Support for Progressive Web Apps (PWAs)
    With Vaadin, creating PWAs is straightforward and requires minimal setup, making it easier to build responsive and offline-capable web applications.

Possible disadvantages of Vaadin Framework

  • Heavy Server Load
    Because Vaadin handles UI rendering on the server side, it can generate a significant amount of load on the server, especially for applications with a large number of concurrent users.
  • Latency Issues
    The server-side architecture can lead to latency issues, particularly in applications where a snappy, highly responsive user experience is critical.
  • Limited Client-Side Flexibility
    Developers who require extensive customization on the client-side might find Vaadin limiting, as it abstracts much of the client-side code.
  • Learning Curve
    Though Vaadin simplifies many aspects of web development, it has its own set of abstractions and conventions, which can require a learning curve for new developers.
  • Resource Intensive
    Applications built with Vaadin can be resource-intensive in terms of memory and CPU, potentially leading to higher operational costs.
  • Dependency on Vaadin Ecosystem
    Vaadin tries to provide an end-to-end solution, and heavy reliance on this ecosystem might make it difficult to integrate with other front-end frameworks or libraries without significant effort.

Analysis of Plotly

Overall verdict

  • Overall, Plotly is a strong choice for those looking to create dynamic and interactive data visualizations, thanks to its range of features and ease of integration with web technologies.

Why this product is good

  • Plotly is considered good because it offers a comprehensive suite of tools for creating interactive visualizations that can be used in web applications, reports, and dashboards. It supports many different types of plots, is easy to use for both beginners and experienced developers, and integrates well with popular programming languages like Python, R, and JavaScript.

Recommended for

    Plotly is recommended for data scientists, analysts, and developers who need to create interactive and visually appealing data visualizations. It's particularly useful for those who work with Python or R and want the ability to embed their visualizations in web applications or dashboards.

Plotly videos

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

Vaadin Framework videos

No Vaadin Framework videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to Plotly and Vaadin Framework)
Data Visualization
100 100%
0% 0
Developer Tools
0 0%
100% 100
Charting Libraries
100 100%
0% 0
Web Frameworks
0 0%
100% 100

User comments

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Reviews

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

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.
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...
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.

Vaadin Framework Reviews

17 Popular Java Frameworks for 2023: Pros, cons, and more
Vaadin 10+ approaches web app development in a new way: it gives developers direct access to the DOM (Document Object Model) from the Java Virtual Machine. With the new release, the Vaadin team split the previously monolithic framework into two parts. It has a lightweight Java framework called Vaadin Flow that handles routing and server-client communication and a set of UI...
Source: raygun.com
10 Best Java Frameworks You Should Know
After the Vaadin framework, the next leading framework currently being used in the IT industry is Blade.

Social recommendations and mentions

Vaadin Framework might be a bit more popular than Plotly. We know about 40 links to it since March 2021 and only 34 links to Plotly. 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 (34)

  • How to Analyze 47 Million Hacker News Posts: A Data Scientist's Dream Dataset Just Got Better
    Let's dive into some practical examples. First, you'll need to set up your environment with the right tools. I recommend using pandas for data manipulation and plotly for visualization. - Source: dev.to / 6 months ago
  • 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 / over 1 year 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 / over 1 year 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 / almost 2 years 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 / about 2 years ago
View more

Vaadin Framework mentions (40)

  • LangChain4j in Action: Building an AI Assistant in Java
    In this case, for simplicity, the example is built using Vaadin, an open-source Java framework for building web apps. It lets you create UIs fully in Java and also supports using TypeScript or JavaScript components when needed. - Source: dev.to / 12 months ago
  • Year After Switching from Java to Go: Our Experiences
    But Javas has so many of these web frameworks?! * Spring (https://spring.io/) * Spring Boot (https://spring.io/projects/spring-boot) * Helidon (https://helidon.io/) * Micronaut (https://micronaut.io/) * Quarkus (https://quarkus.io/) * JHipster (https://www.jhipster.tech/) * Vaadin (https://vaadin.com/) That's just to mention the bigger ones, there's lots of mini frameworks like Javalin (https://javalin.io/) and... - Source: Hacker News / over 1 year ago
  • Top 10 Java Frameworks Every Dev Need to Know
    Overview: Vaadin is a Java framework that focuses on building modern, single-page web applications (SPAs) with a rich user interface. It allows developers to write frontend logic in Java, which is unusual compared to other JavaScript-based SPA frameworks. - Source: dev.to / almost 2 years ago
  • Vaadin, the battery-included server-side AJAX framework
    I've written a lot about Vaadin. I was so enthusiastic that I wrote the first book about it (besides the Book of Vaadin), its updated edition for Vaadin 7, and a companion website. Still, I'm amazed that so many people in the JVM world never heard of it. - Source: dev.to / almost 2 years ago
  • A short history of AJAX and SSR
    We must recognize the benefits that client-side rendering offers, but perhaps the pendulum has swung too far. Is it possible to have the best of both worlds? In some corners of the industry, cooler heads have prevailed, and the term SSR has been coined to describe a return to what we've been doing for ages—albeit with some modern enhancements. The idea is to leverage AJAX, JavaScript, and browser improvements... - Source: dev.to / almost 2 years ago
View more

What are some alternatives?

When comparing Plotly and Vaadin Framework, 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.

Grails - An Open Source, full stack, web application framework for the JVM

RAWGraphs - RAWGraphs is an open source app built with the goal of making the visualization of complex data...

Spring Framework - The Spring Framework provides a comprehensive programming and configuration model for modern Java-based enterprise applications - on any kind of deployment platform.

Tableau - Tableau can help anyone see and understand their data. Connect to almost any database, drag and drop to create visualizations, and share with a click.

Eclipse RAP - Java Web Frameworks