README.md

In alteryx/flightdeck: Interactive Dashboards for Predictive Models

Interactive Dashboards for Predictive Models

FlightDeck is an R package designed to make it easy to create interactive dashboards for reporting outputs of predictive models.

Installation

FlighDeck is not currently available from CRAN, and is under acive development. You can install a stable binary from https://alteryx.github.io/drat or the development version from github.

# Install stable binary...
install.packages("flightdeck", 
  repos = c(getOption('repos'), alteryx = 'https://alteryx.github.io/drat')
)

# ... or development version from github using devtools.
devtools::install_github('alteryx/flightdeck')

Usage

Here is a single page dashboard generated using flightdeck.

library(htmltools)
mod <- lm(mpg ~ ., data = mtcars)

# Sidebar
sidebar <- fdSidebarMenu(
  fdMenuItem('Summary', icon = fdIcon('th'), pageName = 'page1')
)

# Body
row1 <- fdRow(
  fdInfoBox('Adjusted R-squared', '80.7%', 
    color = 'blue', icon = fdIcon('chart-line', lib = 'entypo')),
  fdInfoBox('F-Statistic', 13.93,  'on 10 and 21 degrees of freedom', 
    color = 'green', icon = fdIcon('star', lib = 'entypo')),
  fdInfoBox('Residual Standard Error', 2.65, 'on 21 degrees of freedom', 
    color = 'purple', icon = fdIcon('flash', lib = 'entypo'))
)

row2 <- fdRow(fdBox(fdPanelCoefficients(mod), width = 12))

page1 <- fdPage(row1, row2, id = 'page1', display = TRUE)

fdBoard(
  fdHeader(title = 'Linear Regression'),
  fdSidebar(sidebar),
  fdBody(page1)
)

.figure img { max-width: 100%; box-shadow: 1px 2px 20px 0px rgba(0,0,0,0.25); border: 1px solid #ccc; display: block; margin-left: auto; margin-right: auto; margin-bottom: 30px; margin-top: 30px; } .figure .caption { display: none; }

alteryx/flightdeck documentation built on May 12, 2019, 1:39 a.m.