Tutorial: Create and Customize a Simple R Shiny Dashboard
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- čas přidán 22. 07. 2024
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Data can be very powerful, but it’s useless if you can’t interpret it or navigate through it. For this reason, it’s crucial to have an interactive and understandable visual representation of your data. To achieve this, we frequently use dashboards. Dashboards are the perfect tool for creating coherent visualizations of data for business and scientific applications. In this tutorial we’ll teach you how to build and customize a simple Shiny dashboard.
We'll walk you through the following:
// Importing library(shiny) and library(shinydashboard)
// Creating a server function
// Setting up a dashboardPage() and adding UI components
// Displaying a correlation plot
// Adding basic interactivity to the plot
// Setting up navigation with dashboardSidebar()
// fluidPage()
// Data tables with library(DT)
// Using dashboard skins
// Taking advantage of semantic UI with library(semantic.dashboard)
Want more tutorials? Tell us what you’d like to learn in the comments.
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Thank you so much for this video, this will help me a lot. I hope you keep posting more tutorials on R, this kind of videos has high added value and helps to thousands of R users!
This is a fantastic video, thank you! So well explained and interesting.
I really learned a lot from this tutorial
Greats tutorial guys ! That’s was really helpful and Captivating till end
Excellent tutorial
Something, I've looking for three days. Can't just thank you enough!!!! Keep it up!! BTW, I was wondering if you could teach us about some basics of shiny package. Thank you!!!! :D
nice work useful for biggners
Hello, I have been using R for a while and now I want to start to use shiny to create environments for the visualization of the data process of the code. I have a simple question that I hope you can answer..... shiny allows new data input? imagine I just got a CSV with data can I add this new data to shiny and see all the visualization?
What other kinds of tutorials would you like us to make? Please tell us by replying to this comment.
Hi, I can post my requirements.
1. Shiny Dashboard - instead of pre-defined db if we can have see some examples from data exports from CSV.
2. Shiny Dashboard - Daily / Weekly / Monthly reporting dashboard
3. Tidyverse and dplyr tutorials
4. Ggplot basics to advanced
And more importantly this video is great to start with for beginners like me.
Thank you
Machine learning App with Shiny
Thanks for the nice tutorial... Maybe a tutorial on how to make a shiny app public, rather than running it local
More Shiny tutorial s please! How to make your App filter and take inputs
Hi, I follow your tutorial for the "cars" part, but the table I got for mtcars does not have row names. Any idea why?
Probably a stupid question, but can you make a public website or application using shiny? Like having users interact with graphs on the web. Thank you.
Very nice video. Awaiting for new videos.
I am having one query. How can we Auto hide sidebar in mobile view when its navigated? I developed an app. But in mobile whenever we navigate, we have to manually hide the sidebar by clicking on the 3lines. Please suggest how to auto hide that?
Thank you
if you could provide the copy of the code somewhere that would be very helpful!
Hi!.
How do we use our own data to use it in shiny?
quick question, how did you pick your dataset? there is no file path in your code
How can we host this application on our website?
Coming from the web development, I think shiny will that I need for my current dash-boarding project. I want to build an interactive and live atlas containing various maps depicting operations of the departments in my company.
I have got the maps working. Now I am at the stage of making the pages look good. I think I will just use plain bootstrap. I read somewhere that shiny gives an option for this.
how do i bring my dataset into shiny.
Please give the source codes to implement these ourselves. That will be very helpful.
i m not able to see the output when i tried this with another data set
This is useful for the sample data that R has already (iris, mtcars, etc.), but it would be more helpful if you could explain how to plot using external data since that's what most of us would be using this for...
Doing this is very simple, google how to read data into R, and additionally how to tidy and clean data in R. you can read in many different file types including csv and xslx files
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6:30
Can we use both shinydashboard and semantic.dashbard?