Comparison of Shiny vs Plumber – Features/Ease of Use/Support/Third Party Libraries/AI/Blockchain/ERP in 2024
Comparison of Shiny and Plumber: Feature-rich Interactive Applications with R in 2024: A Comprehensive Analysis of User Interfaces, APIs, Functionality, Ease of Use, Real-time Updates, Authentication, Database Integration, Complex Data Handling, Sessions, Error Handling, External Tools, Community, Asynchronous Tasks, Collaboration, Cloud Platforms, User Input and Output, AI and Machine Learning, and ERP Systems.
Introduction
Shiny and Plumber are two popular web application frameworks for R, each with its unique strengths and features. Shiny, an open-source framework, is primarily designed for creating interactive and reactive web applications, offering a user-friendly interface and intuitive development experience. It supports a wide range of user interfaces and visualization tools, real-time updates, and handles user input and output. Shiny also offers built-in support for authentication, database connectivity, and sessions, making it a versatile choice for building web applications.
On the other hand, Plumber, a web micro-framework, focuses on creating simple and efficient APIs. It does not support user interfaces but offers advanced features like handling asynchronous tasks, supporting multiple users and sessions, and integrating with external tools and services. Plumber is more suited for handling simple data structures and creating APIs, making it a good choice for building scalable and efficient web applications.
When choosing between Shiny and Plumber, consider the specific requirements of your project. Shiny offers a more user-friendly interface and wider range of features for building interactive web applications, while Plumber is more suited for creating APIs and handling complex data structures efficiently. Both frameworks can be integrated with external tools and services and support various cloud platforms, making them versatile options for building web applications with R.
1. Shiny is an open-source web application framework for R, while Plumber is a web micro-framework for R.
When it comes to developing data-driven applications in R, two popular frameworks have emerged: Shiny and Plumber. Formobile app development companies, both frameworks offer unique advantages. Shiny is an open-source web application framework, providing a user-friendly interface for building interactive web apps. Its ease of use and flexibility make it an excellent choice for creating dashboards and data visualizations. However, its focus on the web may limit its applicability for mobile devices, requiring additional effort to adapt the apps for smaller screens and touch interfaces.
In contrast, Plumber is a web micro-framework, designed specifically for building APIs in R. This makes it an ideal choice forAI development companiesandERP development companies, as APIs enable seamless data exchange and integration with other systems. Plumber’s lightweight nature also makes it well-suited for mobile app development, as the APIs can be easily integrated into mobile apps, allowing for more efficient and effective data processing. For instance, a weather forecasting app could use a Plumber API to retrieve real-time weather data and display it in the app.
While both frameworks have their merits, the choice between Shiny and Plumber ultimately depends on the specific needs of the project and the development team’s expertise. For instance, a project focused on creating interactive dashboards and data visualizations might benefit more from Shiny, while a project requiring data exchange and integration with other systems might benefit more from Plumber. Regardless of the choice, both frameworks offer powerful tools for R developers to create innovative and data-driven applications.
Random city:Miami, Florida.
2. Shiny is primarily designed for creating interactive and reactive web applications, while Plumber focuses on creating simple and efficient APIs.
When it comes to building data-driven applications, R programming language offers two popular solutions: Shiny and Plumber. While both are powerful tools, they cater to different use cases.
Shiny, primarily designed for creating interactive and reactive web applications, is an ideal choice formobile app development companiesor organizations looking to build user-friendly dashboards. Its intuitive interface allows users to create dynamic, web-based applications in R, making it a popular choice for data visualization and exploration.
On the other hand, Plumber focuses on creating simple and efficient APIs. This makes it an excellent option forERP development companiesor AI development firms that require a robust and scalable backend solution. Plumber’s ability to quickly create APIs from R scripts simplifies the development process, reducing time and resources spent on building complex web applications.
Whether you’re working on a project in New York or Sydney, these tools offer significant advantages depending on your specific needs. Shiny’s user-friendly interface is perfect for building interactive dashboards, while Plumber’s API capabilities streamline backend development. Both tools are versatile and essential for any R developer’s toolkit.
3. Shiny supports a wider range of user interfaces and visualization tools, including ggplot2, plotly, and DT. Plumber does not have built-in support for creating user interfaces.
In the realm of R-based application development, Shiny and Plumber stand out as popular choices for building interactive data applications. While both tools serve similar purposes, they cater to distinct use cases. For companies specializing in {‘mobile app development’}, Shiny’s support for a wider range of user interfaces and visualization tools, such as ggplot2, plotly, and DT, makes it an ideal choice. These tools enable the creation of visually appealing and dynamic dashboards that are essential for mobile applications. On the other hand, Plumber, which focuses on simplifying web application development, does not have built-in support for creating user interfaces. This means that companies looking to build mobile apps using Plumber would need to integrate external libraries or frameworks to create the necessary user interfaces. Cities like New York, London, and Tokyo are hubs for {‘AI development companies‘}. These firms can benefit from Shiny’s advanced visualization capabilities to create data-driven applications that can be easily deployed on mobile devices.
4. Shiny has a more intuitive and user-friendly interface for building web applications, making it easier for beginners to get started. Plumber requires a more advanced understanding of R and web development concepts.
In the realm of R-based web application development, Shiny and Plumber stand out as popular choices. For those new to web application development, Shiny offers a more intuitive and user-friendly interface. Its drag-and-drop interface and pre-built UI components make it easier to create interactive web applications, even for those without advanced technical skills. However, Plumber, while powerful and flexible, requires a more advanced understanding of R and web development concepts. This is because Plumber is geared towards building APIs, which are the backbone of many modern applications, including mobile apps developed bymobile app development companies. As such, it may be a better fit for experienced developers orERP development companieslooking to create robust and scalable systems. While both tools offer significant benefits, the choice between Shiny and Plumber ultimately depends on the specific needs and skill level of the developer or development team. For instance, a startup inSan Francisco, California, might choose Shiny for its ease of use to quickly build a minimum viable product, while a large-scale project inNew York, USA, might opt for Plumber’s advanced capabilities to build a complex and robust system.
5. Shiny has built-in support for handling user input and output, while Plumber relies on external packages such as jsonlite and httr for handling data transfer.
In the realm of data-driven application development, both Shiny and Plumber have emerged as popular choices. Shiny, a R package, offers a user-friendly platform for building interactive web applications, while Plumber, also a R package, is geared towards creating lightweight, efficient APIs. One notable difference lies in their approach to user input and output. Shiny boasts built-in support for these functionalities, making it an attractive option for companies specializing in mobile app development due to its ease of use and flexibility in handling user interactions. On the other hand, Plumber relies on external packages, such as jsonlite and httr, for handling data transfer, which might appeal toAI development companiesthat require more fine-grained control over the data flow between their applications and external systems. In the dynamic landscape of technology, both Shiny and Plumber cater to diverse development needs, with Shiny focusing on user-friendly, interactive web applications and Plumber providing a robust foundation for creating efficient APIs. Regardless of which city your development team calls home – New York, London, Paris, Tokyo, Dubai,Singapore,Hong Kong, Sydney, Los Angeles, Chicago, San Francisco, Las Vegas, Miami, Seattle, Boston, Austin,Washington, D.Cor Dallas – these packages offer valuable tools for unlocking the potential of data-driven applications.
6. Shiny supports real-time updates and dynamic rendering of web pages, which can be useful for creating interactive dashboards and applications. Plumber does not support real-time updates.
In the realm of application development, two popular R packages have emerged: Shiny and Plumber. While both serve essential purposes, their key differences become more apparent when considering real-time updates and dynamic rendering.
For companies specializing in mobile app development, Shiny’s support for real-time updates and dynamic rendering can be a game-changer. Creating interactive dashboards and applications in real-time can lead to more engaging user experiences. However, Plumber, which is primarily designed for creating web APIs, does not offer this functionality.
In the context of ‘AI development companies‘ based in, for instance, New York orSingapore, Shiny’s capabilities can be a significant advantage when developing data visualization tools or applications that require real-time data processing. The ability to display updates instantly can lead to more informed decisions and improved workflows.
In contrast, Plumber focuses on building robust web APIs, which is its primary strength. It excels in handling complex data workflows and is a go-to choice for companies requiring secure, scalable, and efficient API development. However, when it comes to real-time updates and dynamic rendering, Shiny takes the lead.
7. Shiny has better support for handling complex data structures, such as data frames and lists, while Plumber is more suited for handling simple data structures.
In the realm of web application development, two popular R packages, Shiny and Plumber, have distinct strengths when it comes to handling data structures. Shiny, known for its interactive user interfaces, offers better support for complex data structures, such as data frames and lists. This feature is particularly valuable for companies specializing in data-intensive projects, such as AI development or large-scale data analysis in cities like New York or San Francisco. With Shiny’s robust data handling capabilities, these companies can effectively manage and process complex data, leading to more accurate and insightful results. Plumber, on the other hand, is more suited for handling simple data structures and is ideal for building lightweight APIs. Its simplicity makes it a popular choice formobile app development companiesor smaller-scale projects in cities like Austin or Seattle. While both Shiny and Plumber have their unique advantages, understanding their data handling capabilities can help developers choose the right tool for their specific project needs.
8. Shiny has built-in support for handling authentication and access control, making it easier to create secure web applications. Plumber does not have built-in support for authentication and access control.
When it comes to developing web applications for data visualization, Shiny and Plumber are two popular R packages. While both offer unique features, one significant difference lies in their approach to authentication and access control.
Shiny, with its user-friendly interface and robust functionality, is an ideal choice for data visualization projects in various industries such asAI development companies, or evenmobile app development companies. Shiny’s built-in support for handling authentication and access control simplifies the development process, enabling developers to create secure web applications without the need for additional packages. This feature is especially crucial in today’s data-driven world where security is paramount.
On the other hand, Plumber, known for its simplicity and ease of use, is a preferred choice for building APIs. However, it does not have built-in support for authentication and access control. This means that developers must rely on external packages to secure their Plumber applications. This additional step may increase the development time and complexity.
In summary, for developers working on data visualization projects that require robust security features, Shiny’s built-in support for authentication and access control makes it a preferred choice. However, for API development projects, Plumber’s ease of use and simplicity may outweigh the need for built-in security features.
Random city:Seattle, Washington.
9. Shiny supports integration with various databases and data sources, including SQL and NoSQL databases, while Plumber relies on external packages for database connectivity.
In the realm of data science and application development, two popular R-based frameworks, Shiny and Plumber, cater to distinct use cases. When it comes tomobile app development companies, Shiny stands out due to its comprehensive database integration capabilities. Shiny supports various databases and data sources, including SQL and NoSQL databases, enabling seamless data manipulation and visualization within the application. In contrast, Plumber, which is commonly used for building APIs, relies on external packages for database connectivity. This means thatmobile app development companiesusing Plumber must manage additional dependencies and configurations for database access. By offering built-in database support, Shiny simplifies the development process and ensures a more streamlined experience for data-driven applications. For instance,ERP development companiesorAI development companiesin cities likeNew York, USA, andSydney, Australia, can leverage Shiny’s database integration features to create efficient and effective data solutions.
10. Shiny has better support for handling large datasets and complex calculations, making it a good choice for data analysis and data science applications. Plumber is more suited for simpler applications and APIs.
In the realm of R-based web application development, Shiny and Plumber stand out as two popular choices. When it comes to data analysis and data science applications, Shiny offers better support for handling large datasets and complex calculations. Its robust data processing capabilities make it an excellent option formobile app development companies,AI development companies, and other organizations that require in-depth data analysis. On the other hand, Plumber is more suited for simpler applications and APIs. It excels in building lightweight, efficient web services that can be easily integrated with other systems. While both tools have their merits, the choice between Shiny and Plumber ultimately depends on the specific needs and complexity of the project. For instance, in New York, a financial services firm might opt for Shiny to analyze market trends and generate custom reports, while a startup in San Francisco may prefer Plumber to build a simple API for their mobile app.
11. Shiny has built-in support for handling sessions, allowing users to maintain their state and input across multiple requests. Plumber does not have built-in support for sessions.
When it comes to building interactive data applications, both Shiny and Plumber offer effective solutions. However, there is a notable difference between the two in terms of session handling. Shiny, a popular R package for building web applications, includes built-in support for managing user sessions. This feature is particularly valuable for companies specializing in data analysis, such asAI development companies, where maintaining the user’s state and input across multiple requests is crucial. In contrast, Plumber, an R package designed for building APIs, does not offer built-in support for sessions. This means that developers must implement their own session management solutions, which can add complexity to the development process. Formobile app development companiesorERP development companies, where maintaining user state is essential, Shiny’s built-in session handling feature may provide a more straightforward and efficient solution.
Random city:Chicago, Illinois.
12. Shiny has better support for handling errors and exceptions, making it easier to create robust and reliable web applications. Plumber does not have built-in support for error handling.
When it comes to building web applications for data-intensive industries such asmobile app development companies, Shiny offers a more robust and reliable solution with superior error handling capabilities. Shiny’s built-in support for error handling makes it easier to create applications that can recover from unexpected errors and exceptions, ensuring business continuity and reducing downtime. In contrast, Plumber, while a powerful tool for building APIs, does not have built-in error handling support. This means that developers must implement their own error handling mechanisms, adding complexity to the development process. In large-scale enterprise applications, such as those used byERP development companiesorAI development companies, the ability to handle errors effectively is crucial. By choosing Shiny for web application development, organizations can ensure that their applications are more resilient to unexpected errors, reducing the risk of downtime and improving overall application performance. For instance, in the bustling tech hub ofSeattle, Washington, a robust and reliable Shiny application could be the difference between a smooth-running business and a costly outage.
13. Shiny supports integration with various external tools and services, such as Google Maps, Twitter, and Mailchimp. Plumber does not have built-in support for integrating with external tools and services.
In the realm of software development, R is increasingly gaining popularity for data science and statistical analysis tasks. Two popular R packages, Shiny and Plumber, cater to building interactive web applications. While both offer unique features, their approaches to integrating with external tools and services differ significantly.
Shiny, a package for creating web applications, supports seamless integration with various external tools and services. Examples include Google Maps, Twitter, and Mailchimp. This capability is especially valuable formobile app development companies, enabling them to build applications with real-time data from external services or location-based functionality. Shiny’s flexibility allows developers to create powerful, interactive web applications that can easily be integrated into a company’s existing tech stack.
In contrast, Plumber, another R package for creating web applications, does not have built-in support for integrating with external tools and services. This may limit its appeal to certain industries, such asAI development companies, that heavily rely on external APIs or services. However, Plumber’s strength lies in its simplicity and ease of use for creating lightweight, efficient web applications, making it an attractive choice for smaller projects.
For instance, an ERP development company inSydney, Australia, might prefer Shiny due to its external integration capabilities, allowing them to build applications that can interface with various third-party services. Conversely, a smallAI development companyinAustin, Texas, may opt for Plumber for its simplicity and ease of use, even without external integration support. Ultimately, the choice between Shiny and Plumber depends on the specific needs and constraints of each project.
14. Shiny has a larger community of users and contributors, making it easier to find resources and support for building web applications. Plumber has a smaller community, but it is growing rapidly.
When it comes to building web applications, two popular R packages stand out: Shiny and Plumber. Formobile app development companies, both packages offer unique advantages. However, the size and growth of their respective communities can significantly impact the development experience.
Shiny boasts a larger community of users and contributors, which makes it an excellent choice for finding resources and support. This extensive community ensures that there are numerous tutorials, examples, and packages available to help developers overcome challenges and build engaging web applications. In addition, the diverse user base means that Shiny can be used in various industries, fromAI development companiesto ERP development, spanning cities likeNew York, USA, andLondon, UK.
On the other hand, Plumber, with a smaller but rapidly growing community, offers a more streamlined approach to web application development. Its focus on simplicity and ease of use appeals to developers who prefer a more straightforward development process. Plumber’s community is gaining traction, and as it grows, more resources and support will become available, benefiting developers in cities such asTokyo, Japan, andSydney, Australia.
Ultimately, both Shiny and Plumber cater to different development needs and preferences. Shiny’s larger community offers extensive resources and support, while Plumber’s streamlined approach simplifies the development process. Formobile app development companiesand other organizations, understanding these differences and selecting the most suitable package can lead to a more successful and efficient web application development project.
15. Shiny has better support for handling asynchronous tasks, making it easier to create web applications that can handle multiple requests at the same time. Plumber does not have built-in support for handling asynchronous tasks.
In the realm of web application development, both Shiny and Plumber are popular choices among various industries, includingmobile app development companies,AI development companies, andERP development companies. Shiny, a statistical computing platform for R, offers better support for handling asynchronous tasks, enabling the creation of web applications that can manage multiple requests simultaneously. This feature is crucial for applications that require real-time data processing and user interactions, such as those found in financial institutions or social media platforms.
Plumber, on the other hand, is a simple and flexible web server for R, but it lacks built-in support for handling asynchronous tasks. This limitation might not be an issue for smaller applications or those that don’t require real-time data processing. However, for larger-scale applications or those in industries with high demand for real-time data processing, such as healthcare or telecommunications, the absence of this feature could lead to performance issues and increased development time.
For instance, a mobile app development company in New York might choose Shiny for developing a real-time traffic monitoring app, as it can efficiently handle multiple user requests and provide up-to-date information. In contrast, a smallerAI development companyin Sydney might opt for Plumber for creating a simple prediction model API, as the lack of asynchronous support might not impact its performance.
In summary, Shiny’s superior handling of asynchronous tasks makes it a preferred choice for web application development in industries that require real-time data processing, while Plumber remains a viable option for simpler applications or those that don’t necessitate this feature.
16. Shiny has better support for handling multiple users and sessions, making it a good choice for building collaborative web applications. Plumber is more suited for building single-user APIs.
When it comes to building interactive web applications, two popular R packages stand out: Shiny and Plumber. While both are powerful tools, they have distinct strengths that make them suitable for different use cases.
Shiny, with its better support for handling multiple users and sessions, is an ideal choice for creating collaborative web applications. This feature makes it particularly attractive formobile app development companies,AI development companies, and other organizations where teamwork and real-time data sharing are essential. Shiny’s ability to run applications in the cloud also adds to its versatility.
On the other hand, Plumber is more suited for building single-user APIs. Its streamlined architecture and focus on simplicity make it an excellent option forERP development companiesand smaller organizations that need to create efficient, standalone applications. Plumber’s RESTful API design also makes it easier to integrate with external systems and tools.
Cities: New York, Sydney.
17. Shiny supports integration with various cloud platforms, such as RStudio Connect and Amazon Web Services, making it easier to deploy and scale web applications. Plumber can be deployed on various cloud platforms, but it requires more setup and configuration.
When it comes to developing web applications using R, Shiny and Plumber are two popular choices. While both tools offer unique advantages, their approaches to deployment and scaling differ significantly.
Shiny supports integration with various cloud platforms, including RStudio Connect and Amazon Web Services (AWS), making it an attractive option for companies seeking easy deployment and scalability. This integration streamlines the development process and reduces the need for extensive setup and configuration.
Plumber, on the other hand, can also be deployed on various cloud platforms. However, its deployment process requires more setup and configuration compared to Shiny. This added complexity might be a barrier for smaller teams ormobile app development companieswith limited resources.
In contrast, largerAI development companiesorERP development companieswith more robust infrastructure may find Plumber’s flexibility and customizability worth the extra effort. For instance, Plumber’s ability to create APIs from R scripts allows for seamless integration with other systems, providing a more comprehensive solution.
Some cities where these tools are widely used include New York, London, Paris, Tokyo, Dubai,Singapore,Hong Kong, Sydney, Los Angeles, Chicago, San Francisco, Las Vegas, Miami, Seattle, Boston, Austin, andWashington, D.C. Regardless of the city or company size, understanding the differences between Shiny and Plumber can help teams make informed decisions when choosing the best tool for their R web application development needs.
18. Shiny has better support for handling different types of user input, such as text, numbers, and files, making it easier to create versatile web applications. Plumber is more limited in its support for handling different types of user input.
When it comes to building web applications, both Shiny and Plumber are popular choices among developers. However, there are distinct differences between the two in terms of handling user input. Shiny, a R-based web application framework, offers better support for diverse user input types, including text, numbers, and files. This feature makes Shiny a preferred choice for companies involved in mobile app development, as it allows for the creation of versatile applications that can handle various forms of data input. On the other hand, Plumber, a simple API framework for R, is more limited in its support for handling different types of user input. While it may be sufficient for smaller applications, companies specializing in areas such as ERP or AI development may find Shiny’s more comprehensive user input handling capabilities more essential. For instance, in New York, developers may opt for Shiny to build more complex web applications that can handle multiple data types for their clients.
19. Shiny has better support for handling different types of output, such as tables, charts, and PDFs, making it easier to create rich and informative web applications. Plumber is more limited in its support for handling different types of output.
When it comes to developing interactive web applications for data analysis and visualization, both Shiny and Plumber are popular R packages. Shiny, however, stands out for its superior support for various types of output, including tables, charts, and PDFs. This feature is particularly valuable for companies specializing in mobile app development, as they often require rich and informative visualizations to create engaging user experiences. In contrast, Plumber is more limited in its support for handling diverse types of output, which may limit its appeal for such companies. While the choice between Shiny and Plumber ultimately depends on the specific requirements of a project, Shiny’s enhanced capabilities make it a strong contender for data-driven web applications that demand high-quality visualizations.
Random city:Seattle, Washington.
20. Shiny has better support for handling AI and machine learning models, making it a good choice for building intelligent web applications. Plumber does not have built-in support for handling AI and machine learning models, but it can be used in conjunction with external packages such as mlr and caret. Similarly, for Blockchain andWhatsApp chatbot, Shiny has no built-in support, but Plumber can be used in conjunction with external packages like ‘blockchain’ and ‘watson’ respectively. For ERP systems, both Shiny and Plumber can be integrated with external ERP systems using APIs.
When it comes to developing web applications, two popular R packages, Shiny and Plumber, offer distinct advantages. For companies focused on AI and machine learning model integration, Shiny stands out with its robust support for handling these models, making it an ideal choice for building intelligent web applications. Conversely, Plumber does not have built-in support for AI and machine learning models but can be used in conjunction with external packages such as mlr and caret.
In the realm of mobile app development, both Shiny and Plumber can be utilized. Shiny does not have built-in support for mobile app development, but it can be used with external tools like Sencha Touch or Shiny Mobile. Plumber, on the other hand, can be used in conjunction with external packages like ‘shinydocker’ for containerizing Shiny apps, enabling deployment on mobile platforms.
Regarding ERP (Enterprise Resource Planning) systems, both Shiny and Plumber can be integrated. Shiny does not have built-in ERP support, but it can be integrated using APIs from external ERP systems. Similarly, Plumber can be integrated with external ERP systems using APIs.
City:Austin, Texas.
Conclusion
Shiny and Plumber are two popular R frameworks for building web applications and APIs, each with its unique strengths. Shiny is an open-source web application framework designed for creating interactive and reactive web applications, with a user-friendly interface, real-time updates, and better support for handling complex data structures, user input, and output. It also supports a wider range of visualization tools and has a larger community of users. Plumber, on the other hand, is a web micro-framework for creating simple and efficient APIs, with a focus on efficiency and external package support for handling data transfer and external tools. While Plumber does not have built-in support for creating user interfaces or real-time updates, it is more suited for handling simpler applications and APIs and has growing community support. Ultimately, the choice between Shiny and Plumber depends on the specific requirements and goals of your project.
Frequently AskQuestion?
What is Shiny?
A: Shiny is an open-source web application framework for R, designed for creating interactive and reactive web applications.
What is Plumber?
A: Plumber is a web micro-framework for R, designed for creating simple and efficient APIs.
Which framework is better for creating user interfaces?
A: Shiny is better for creating user interfaces due to its user-friendly interface and support for a wide range of visualization tools.
Which framework is better for creating APIs?
A: Plumber is better for creating APIs due to its focus on efficiency and support for handling data transfer using external packages.
Does Shiny support real-time updates?
A: Yes, Shiny supports real-time updates, making it ideal for creating interactive and reactive web applications.
Does Plumber support real-time updates?
A: No, Plumber does not support real-time updates as it is designed for creating APIs.
Which framework is better for handling complex data structures?
A: Shiny is better for handling complex data structures due to its robust data processing capabilities.
Which framework is more suited for handling simpler applications?
A: Plumber is more suited for handling simpler applications and APIs due to its focus on efficiency.
What are the benefits of using Shiny for mobile app development?
A: Shiny does not have built-in support for mobile app development, but it can be used with external tools like Sencha Touch or Shiny Mobile.
What are the benefits of using Plumber for mobile app development?
A: Plumber can be used in conjunction with external packages like ‘shinydocker’ for containerizing Shiny apps, enabling deployment on mobile platforms.
What are the benefits of using Shiny for ERP systems?
A: Shiny does not have built-in support for ERP systems, but it can be integrated using APIs from external ERP systems.
What are the benefits of using Plumber for ERP systems?
A: Plumber can also be integrated with external ERP systems using APIs.
What is the community size for Shiny?
A: Shiny has a larger community of users and contributors, making it easier to find resources and support.
What is the community size for Plumber?
A: Plumber has a smaller but rapidly growing community.
What are the advantages of Shiny for handling user input?
A: Shiny offers better support for handling different types of user input, making it easier to create versatile web applications.
What are the limitations of Plumber for handling user input?
A: Plumber is more limited in its support for handling different types of user input.
What are the advantages of Shiny for handling output?
A: Shiny has better support for handling different types of output, including tables, charts, and PDFs, making it easier to create rich and informative web applications.
What are the limitations of Plumber for handling output?
A: Plumber is more limited in its support for handling diverse types of output.
Which framework is better for handling AI and machine learning models?
A: Shiny is better for handling AI and machine learning models due to its robust support for these models.
Can Plumber be used for handling AI and machine learning models?
A: Yes, Plumber can be used in conjunction with external packages like mlr and caret for handling AI and machine learning models.
Can Shiny be used for handling Blockchain?
A: No, Shiny does not have built-in support for Blockchain, but Plumber can be used in conjunction with the ‘blockchain’ package.
Can Shiny be used for handling WhatsApp chatbots?
A: No, Shiny does not have built-in support for WhatsApp chatbots, but Plumber can be used in conjunction with the ‘watson’ package.
