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Plotly VS TanStack Table

Compare Plotly VS TanStack Table and see what are their differences

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Plotly logo Plotly

Low-Code Data Apps

TanStack Table logo TanStack Table

Headless UI for building powerful tables & datagrids with TS/JS, React, Solid, Svelte and Vue
  • Plotly Landing page
    Landing page //
    2023-07-31
  • TanStack Table Landing page
    Landing page //
    2023-09-03

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.

TanStack Table features and specs

  • Performance
    TanStack Table is designed for high performance, capable of handling large datasets efficiently through features like virtualized scrolling, which only renders visible rows.
  • Customization
    Provides extensive customization options for UI and behavior, allowing developers to tailor the table to specific needs with hooks and plugins.
  • Lightweight
    The core library is minimal and can be extended with plugins, making it lightweight by default and allowing developers to include only the features they need.
  • Headless Design
    Being headless, TanStack Table focuses solely on offering functionality, leaving the implementation of styles and appearance completely to the developer, which provides flexibility.
  • Community and Documentation
    The library has an active community and comprehensive documentation, which helps developers quickly understand and implement features.

Possible disadvantages of TanStack Table

  • Complexity
    With its headless nature and high level of customization, there can be a steep learning curve for developers unfamiliar with its approach or those new to React.
  • Lack of Built-in Styles
    Since it does not include built-in styles or components, additional work is required to implement design aspects, which may be a drawback for projects that need a quick setup.
  • React Dependency
    It is specifically designed for React, which makes it unsuitable for projects built with other frameworks.
  • Fragmentation
    Due to its plugin-based architecture, essential features can sometimes depend on third-party solutions, leading to possible fragmentation or inconsistency in updates and support.

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

+ 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

TanStack Table videos

No TanStack Table videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Plotly and TanStack Table)

Plotly

TanStack Table

Data Visualization
100 100%
Data Visualization
0% 0
Design Tools
0 0%
Design Tools
100% 100
Data Dashboard
100 100%
Data Dashboard
0% 0
Data Grid
0 0%
Data Grid
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 TanStack Table

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

TanStack Table Reviews

Using AG Grid in React: Guide and alternatives
Implementing pagination can be a little trickier. But one of the benefits of TanStack Table is that we have complete control over the functionality. Let’s implement server-side pagination with TanStack Table and see how it works.
Source: blog.logrocket.com
The Best React Data Grid/Table Libraries with Material Design in 2023 - MRT Blog
The main advantage of this project is that it is also built on top of TanStack Table v8 (formerly known as React Table) and TanStack Virtual v3 (formerly known as React Virtual), which are powerful headless UI libraries for efficiently rendering react table components with virtualization. This also means the the APIs to customize the behavior of the table are standardized...
Source: www.material-react-table.com
Best Free and Open-Source JavaScript Data Grid Libraries and Widgets
The TanStack Table library is a modern and up-to-date library for creating powerful tables and data grids. This is actually a headless library, so it won't ship with components, markup, or styles.
Source: code.tutsplus.com

Social recommendations and mentions

Based on our record, Plotly should be more popular than TanStack Table. It has been mentiond 33 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 / about 1 year 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

TanStack Table mentions (6)

  • Building a Google Sheets–Like Table Component with TanStack Table, Zod, and ShadCN/UI
    TanStack Table for the core table logic. - Source: dev.to / 5 months ago
  • What are headless UI libraries?
    UI libraries aside, the whole headless rave has spread to packages and libraries for standalone components, headless text editors like Tiptap and Platejs, headless table components like Tanstack table, and more out there to explore. - Source: dev.to / about 1 year ago
  • Task tracker application using NextJS and SurrealDB
    To create the task table I have used [@tanstack/react-table](https://tanstack.com/table/v8) as it has many features like searching, pagination, sorting, and filtering. As it is a Headless table library it handles most of the complex tasks on its own. - Source: dev.to / over 1 year ago
  • React Ecosystem in 2024
    If you're looking for information about tables in React, you can explore the TanStack Table documentation for version 8 at tanstack.com/table/v8. TanStack Table is a headless UI library that allows you to build powerful tables and datagrids in various frameworks like TS/JS, React, Vue, Solid, and Svelte while retaining control over markup and styles. The documentation will provide you with detailed information on... - Source: dev.to / over 1 year ago
  • ⚡ Best Open Source React framework and libraries for Building Enterprise B2B apps
    Refer to TanStack Table documentation. - Source: dev.to / over 1 year ago
View more

What are some alternatives?

When comparing Plotly and TanStack Table, 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.

AG Grid - The best HTML5 datagrid in the world

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

MUI X Data Grid - A fast and extensible React data table and React data grid, with filtering, sorting, aggregation, and more.

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

Material React Table - Material React Table, a fully featured Material UI V5 implementation of TanStack React Table V8. Written from the ground up in TypeScript.

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