Software Alternatives, Accelerators & Startups

Plotly VS vuex

Compare Plotly VS vuex and see what are their differences

Plotly logo Plotly

Low-Code Data Apps

vuex logo vuex

Centralized State Management for Vue.js
  • Plotly Landing page
    Landing page //
    2023-07-31
  • vuex Landing page
    Landing page //
    2023-08-27

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.

vuex features and specs

  • Centralized State Management
    Vuex provides a single source of truth for the state of your application. This centralization simplifies state management, especially in larger applications with many components sharing state.
  • Reactivity
    Vuex is designed to work seamlessly with Vue’s reactivity system. This ensures that any changes made to the state are automatically reflected in the components, reducing the chances of synchronization bugs.
  • Time-travel Debugging
    Vuex supports tools like Vue Devtools, which offer time-travel debugging capabilities, allowing developers to inspect every state change and step through mutations, making it easier to debug and understand application state changes.
  • Strict Structure and Modularity
    Vuex enforces a strict pattern across the state management flow—actions, mutations, getters, and state— which helps in maintaining consistency and modularity within the codebase, especially in large applications.
  • Integration with Vue CLI
    Vuex is tightly integrated with the Vue ecosystem, including the Vue CLI, making initial setup straightforward and enabling seamless integration into Vue projects.

Possible disadvantages of vuex

  • Increased Boilerplate
    Vuex can introduce a significant amount of boilerplate code due to its strict architecture and pattern requirements, which may be overkill for simpler applications.
  • Learning Curve
    Understanding Vuex’s architecture, including concepts like mutations, actions, and getters, can be challenging for developers new to state management and adds complexity to learning Vue.js.
  • Verbose Syntax
    Compared to simpler state management solutions, Vuex can result in more verbose code. This verbosity can increase development time for small applications where such structured state management isn’t critical.
  • Complexity in Large-scale Applications
    While Vuex provides structure, as applications grow, managing the store can become complex and the boilerplate and structuring needs might outweigh its benefits.
  • Overhead for Small Projects
    For small projects or applications with minimal shared state, using Vuex can be unnecessary overhead, and simpler solutions or native Vue reactivity could be more appropriate.

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.

Analysis of vuex

Overall verdict

  • Vuex is a strong choice for managing state in medium to large Vue.js applications, particularly where complexity arises from various components needing to share and mutate state. However, for smaller applications, it might be overkill, and simpler state management solutions might be more appropriate.

Why this product is good

  • Vuex is good because it provides a centralized state management solution for Vue.js applications, which makes it easier to manage and track changes in application state. It supports features like hot reloading, time-travel debugging, and is designed to work seamlessly with Vue's reactivity system, making state management more predictable and maintainable.

Recommended for

    Vuex is recommended for developers working on Vue.js applications that require a predictable and structured way to manage state across multiple components. It's ideal for cases where multiple components need to access or mutate shared state, especially in larger applications where state management can become complex.

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

vuex videos

LEARN VUEX IN 15 MINUTES (VUE.JS STATE MANAGEMENT) FOR 2020 // DAD JOKE GENERATOR APP -VUEX TUTORIAL

More videos:

  • Review - Using AXIOS in VUEJS with VUEX to consume the Backend API
  • Review - Creating a Better Vuex Experience | Tips by Example
  • Review - Learn Vuex in 30 MINUTES! (Vue JS 3)
  • Tutorial - Vuex: Intro Tutorial
  • Tutorial - Vuex vs Pinia | Vue 3 Tutorial

Category Popularity

0-100% (relative to Plotly and vuex)
Data Visualization
100 100%
0% 0
Javascript UI Libraries
0 0%
100% 100
Data Dashboard
100 100%
0% 0
Front-End 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 vuex

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.

vuex Reviews

We have no reviews of vuex yet.
Be the first one to post

Social recommendations and mentions

Based on our record, vuex should be more popular than Plotly. It has been mentiond 60 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
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vuex mentions (60)

  • The problem with indirections
    Something I have already seen in many different code bases using frontend libraries like React and Vue is that developers use advanced state management solutions (e.g. Redux, Vuex, or Pinia) way too often. - Source: dev.to / 4 months ago
  • 2024 Nuxt3 Annual Ecosystem Summary🚀
    Document address: Vuex official document. - Source: dev.to / 6 months ago
  • Code Refactoring: Avoid Prop Drilling in Vue with Provide/Inject
    To avoid prop drilling we can make use of state management library like Vuex and Pinia, but for this article I will demonstrate of using Vue provide and inject. Let's refactor our components. - Source: dev.to / 11 months ago
  • Comparing Frontend Technologies: ReactJS vs VueJS
    Flexibility: Vue is also flexible but provides more built-in solutions out of the box, such as Vue Router for navigation and Vuex for state management. This can reduce the need for additional libraries and make development more straightforward. - Source: dev.to / 12 months ago
  • You no longer need Vuex / Pinia for shared state in Vue.
    If you have been using Vue.js before 3.x you are probably familiar with Vuex now renamed Pinia. It allows you to have a centralized state that is shared across all your application components. If you have ever found yourself in situations where you are passing data/props between components and things are getting complicated, a centralized state is the answer. - Source: dev.to / about 1 year ago
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What are some alternatives?

When comparing Plotly and vuex, 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.

MobX - Simple, scalable state management

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

Redux.js - Predictable state container for JavaScript apps

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

Vue.js - Reactive Components for Modern Web Interfaces