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JAMIE Open, 4(3), 2021, 17 DOI: 10.1093/jamiaopen/ooab060 Case Report Case ReportPalash Sharma 1, Robert N. Montgomery1, Casino S. Graves2, Kayla Meyer3, Suzanne L Hunt1,3, Eric D. Vidoni3, Jonathan
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01
First, open your RStudio or any other R environment where you have installed the Shiny package.
02
Create a new R script and import the necessary libraries: library(shiny)
03
Define the user interface (UI) of your Shiny application using the shinyUI() function. This includes creating input elements, such as text inputs, checkboxes, and dropdown menus, as well as output elements, such as plots and tables.
04
Define the server-side logic of your Shiny application using the shinyServer() function. This includes specifying how the input elements should be processed and how the output elements should be updated based on the user's input.
05
Run the Shiny application using the runApp() function. This will launch a web browser with your application. You can also deploy your Shiny application on a Shiny server or on the web using tools like shinyapps.io.
06
Test your Shiny application by interacting with the input elements and verifying that the output elements are updated accordingly.
07
Iterate and refine your Shiny application as needed, making any necessary modifications to the UI or server-side logic.
08
Once you are satisfied with your Shiny application, share it with others by providing them with the code or the web link to access it.

Who needs a shiny application of?

01
Data analysts or scientists who want to create interactive visualizations or dashboards to explore and present their data.
02
Researchers who need to build interactive tools for data analysis or simulation.
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Statisticians or data scientists who want to create interactive applications to demonstrate their statistical models or algorithms.
04
Educators who want to create interactive learning materials or tutorials for their students.
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Companies or organizations that need to develop custom web applications for data analysis, reporting, or decision-making purposes.
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Any individual or group that wants to build web-based applications for data visualization, exploration, or collaboration.
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A shiny application is typically a web application built using the Shiny package in R to create interactive data visualizations and analysis.
Individuals or organizations that wish to submit data visualizations or interactive tools using the Shiny framework are required to file a shiny application.
To fill out a shiny application, you need to provide necessary details such as the R code for the app, descriptions of the data used, and the purpose of the application.
The purpose of a shiny application is to allow users to create interactive user interfaces that enable dynamic data exploration and analysis.
Information such as the application's name, purpose, data sources, user interface elements, and functionality must be reported on a shiny application.
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