Plotly Dash vs. React

Plotly Dash suits well where you need to build a web-based reporting tool as a minimum viable product. You will be surprised when you build your first hosted web-based reporting tool in a few minutes without the need for web development expertise. However, when it comes to building a more complete solution, you may feel a bit restricted by the options provided by the API. But as you imagine, this is the cost of the abstraction of the web development layer, in other words, simplicity vs completeness. Still, Plotly Dash is a powerful option whenever you prefer simplicity over completeness.

Incentivized

React is a JavaScript user interface construction library that works well for:

• Developing web apps with dynamic and complicated user interfaces.
• creating reusable UI elements that may be used in other applications.
• creating single-page applications with dynamic content updates that don't require a page reload.
• The Virtual DOM's effective updating mechanism allows it to handle large volumes of data updates.

React, on the other hand, might be less suitable for:

• Websites that are simple, stagnant, and have no interaction. Other libraries or simple HTML, CSS, and JavaScript may be a better fit in such circumstances.
• Web sockets may be a better choice for applications that need real-time updates, such as chat or gaming apps.
• When creating mobile apps, React Native is a better option.
• Server side rendering only, as React is designed to run on the client side.

• Simple codes to create quick graphs.
• Nice exportable figures.
• Good for the initial exploratory analysis of the data.

Incentivized

• Solid backing by large organization (Facebook) thats committed to keeping the development on the project. In my mind, this is the number one priority for any library because without this: time is wasted on getting up-to speed on a library that you will never use, have a codebase with a library thats hard to maintain because few years down the lane, hiring devs to maintain an unsupported library is very difficult.
• As with any libraries, open source community's support is critical for success of any framework because this allows for more pre-built components that could be used right out-of-box => makes Development using React a breeze.
• React's Stateful and Stateless components make organizing your code a breeze. These components would also allow for writing clean Unit Tests on the logic.
• React's component lifecycle. It offers a variety of lifecycle methods, that allows for handling different scenarios of loading and manipulating data in the UI.
• I found React's documentation very well maintained with plenty of examples explaining each feature.
• Responsiveness is a very important criteria in selecting a UI and React is very responsive. It does some neat optimizations on re-rendering using virtual DOM and would only re-render parts of the DOM that changed. These optimizations makes React Applications feel really fast.
• React Native would allow for building applications that span across web and mobile interfaces (iOS and Android). This makes learning React even more enticing, because using a single library, you could build applications that span across Web, iOS and Android.
• create-react-app is an effort by Facebook (creators of React) that makes getting started with React really easy. It does all the heavy lifting of configurations for you and allow you to focus on just development.
• Small footprint, minified React + React DOM is under 150Kb, that makes loading UI's with react really fast.
• React + Enzyme (backed by Airbnb) + Sinon + Mocha + Chai makes unit testing the UI components fun and improves the overall maintainability of the project.

Incentivized

• React JSX syntax support can be added/improved.
• Built-in UI components can be improved.
• The API used for AJAX calls can be made more understandable and simpler.

Incentivized

• React's state management can get hairy if you have a deeply nested component and need to pass things up or down the tree very far. This is where libraries like Redux come in, however.
• The progressive nature of its development and change cycles can leave information outdated online faster than other frameworks. This can make finding help or documentation on 3rd party sites frustrating.
• The learning curve on "thinking in React" can be slightly higher than other more familiar patterns of web development.
• Building an app in it can be cumbersome to set up with webpack, but things like Create React App can get you going in a jiffy.

Incentivized

There are a few things that may take some getting used to when coming to a modern JS frontend. Tools like Babel and Webpack (or abstractions that hide their details from you) are often a starting point and JSX can be confusing at first. But assuming the developer is already familiar with modern frontend tools, React is a very natural fit and makes creating user interfaces a joy.

Incentivized

Since it's open-source and very popular, the community support for React and related tools and libraries is excellent. There are a lot of people using the same tools, and so issues tend to get fixed quickly and "recipes" are easy to come by. And since it's backed by Facebook, they have a dedicated engineering team working on the progression of React.

Incentivized

Incentivized

There are other options for building SPAs, and the two most common aside from React are Vue and Angular. React has been the leader of the pack for a while and has been an innovator. Angular is good for companies that want an opinionated framework so that it standardizes practices. However, Angular is known to be more difficult to work with and unnecessarily complex. Vue is seen as taking the best from React and Angular, and it is built for incremental upgrades. Vue has a passionate and growing user base, but it hasn't quite caught React in popularity.

Incentivized

• Reduce product monetization lead time
• Real time performance monitoring
• Deep learning to allow better marketing segmentation models

Incentivized

• Since we're still in the conversion cycle, all the data is not in. But React has had a positive impact on Developer productivity and the ability to produce efficient, highly flexible UX. This in turn, enhances our customer experience, which is generally the most important component of our ROI.
• Conversion has been difficult since it requires a change of mindset. Most developers have adapted quite well, but the process has been lengthy, and 2 years in, we are still not fully converted. This essentially is a temporary negative impact on ROI.

Incentivized