Software Alternatives, Accelerators & Startups

Plotly VS Storybook

Compare Plotly VS Storybook and see what are their differences

Plotly logo Plotly

Low-Code Data Apps

Storybook logo Storybook

Storybook is an open source tool for developing UI components in isolation for React, Vue, and Angular. It makes building stunning UIs organized and efficient.
  • Plotly Landing page
    Landing page //
    2023-07-31
  • Storybook Landing page
    Landing page //
    2023-10-21

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.

Storybook features and specs

  • Component Isolation
    Storybook allows developers to isolate components from the main application, making it easier to develop and debug individual components without dealing with the app's entire context.
  • Live Component Demos
    Storybook provides real-time, interactive demos of components. This is especially useful for showcasing components to non-technical stakeholders or for internal documentation.
  • Improved Documentation
    Storybook's interface allows for comprehensive documentation of components, including their states and variations, which improves team communication and onboarding processes.
  • Supports Multiple Frameworks
    Storybook is framework-agnostic and supports popular JavaScript frameworks and libraries, including React, Vue, Angular, and more.
  • Addons and Plugins
    There is a large ecosystem of addons and plugins that extend Storybook's functionality, such as accessibility checking, design tool integration, and performance testing.
  • Hot Module Replacement (HMR)
    Storybook supports HMR, providing instant feedback on code changes without requiring a full page reload, thereby speeding up the development process.

Possible disadvantages of Storybook

  • Initial Setup and Configuration
    Setting up Storybook for the first time can be complex and time-consuming, especially for large projects with unique configurations.
  • Overhead for Small Projects
    For very small projects or simple components, using Storybook might add unnecessary overhead, both in terms of setup and ongoing maintenance.
  • Learning Curve
    There is a learning curve associated with Storybook, particularly for developers who are not familiar with component-driven development or have limited experience with UI libraries.
  • Performance Issues
    For extremely large projects, Storybook can sometimes experience performance issues, primarily due to the volume of components and stories being processed.
  • Dependency Management
    Storybook introduces additional dependencies to a project, which can complicate dependency management and version conflicts.
  • Context and Global State
    Managing global states, contexts, or inter-component interactions can be challenging in Storybook, as it isolates components from the larger application context.

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

Storybook videos

Disney's Cinderella Deluxe Storybook Review

More videos:

  • Review - Disney's Snow White and The Seven Dwarfs Deluxe Storybook Review
  • Review - Disney Frozen The Story of Anna and Elsa Deluxe Storybook Review

Category Popularity

0-100% (relative to Plotly and Storybook)
Data Visualization
100 100%
0% 0
Developer Tools
0 0%
100% 100
Data Dashboard
100 100%
0% 0
React
0 0%
100% 100

User comments

Share your experience with using Plotly and Storybook. For example, how are they different and which one is better?
Log in or Post with

Reviews

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

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.

Storybook Reviews

20 Best JavaScript Frameworks For 2023
Storybook is free, open-source, and one of the best JavaScript frameworks for creating separate UI elements and testing. For UI development, UI testing, and documentation, it is used by thousands of teams. It is simpler to find and repair issues with the components when developers use Storybook to construct a catalog and interact with them in a live environment.

Social recommendations and mentions

Based on our record, Storybook should be more popular than Plotly. It has been mentiond 225 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 / 3 months 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 / 5 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 / 6 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 / 12 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

Storybook mentions (225)

  • Monorepo Tutorial With Lerna, Storybook & Next.js
    In this tutorial, you'll learn how to build a monorepo using Lerna. We’ll be building a Next.js application which will import components from a separate package. We’ll also be using Storybook to showcase those components. - Source: dev.to / 2 months ago
  • UmiJS: the Shaolin of web frameworks
    Dumi. A static site generator specifically designed for component library development. Look at it as something between Storybook and Docusaurus inside the Umi world (but much better integrated between each other, presumably). - Source: dev.to / 2 months ago
  • Screenshot testing: Gotta Catch 'Em All
    Import type { Meta, StoryObj } from '@storybook/react'; Import { fn } from '@storybook/test'; Import { Button } from './Button'; // More on how to set up stories at: https://storybook.js.org/docs/writing-stories#default-export Const meta = { title: 'Example/Button', component: Button, parameters: { // Optional parameter to center the component in the Canvas. More info:... - Source: dev.to / 3 months ago
  • Storybook Starter Guide: Learn Design System Principles
    Storybook is an open-source tool for building and testing UI components in isolation. Think of it as a dedicated workshop where you can create, preview, and document components in every possible state without spinning up the full application. - Source: dev.to / 3 months ago
  • Documenting Web Components With Storybook
    Documentation is a crucial part of any design system. There's the aspect of writing, maintaining, and ensuring that it doesn't drift from the codebase. It's a lot of work, and it's easy to let it slip. I've spent a lot of time over the last year and a half thinking about the right way to document components, and it took some time until I found a sustainable solution I was happy with. In this article, I want to... - Source: dev.to / 4 months ago
View more

What are some alternatives?

When comparing Plotly and Storybook, 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.

styled-components - styled-components is a visual primitive for the component age that also helps the user to use the ES6 and CSS to style apps.

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

Tailwind CSS - A utility-first CSS framework for rapidly building custom user interfaces.

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

React - A JavaScript library for building user interfaces