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SO question 28474903
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df1_number <-sample(seq(1,20,0.01),20,replace = T) | |
df2_number <-sample(seq(1,20,0.01),20,replace = T) | |
df1_number2 <-sample(seq(1,5,0.01),20,replace = T) | |
df2_number2 <-sample(seq(1,5,0.01),20,replace = T) | |
df1 <- data.frame(name = rep(letters[1:4],each = 5), number = df1_number, number2 = df1_number2) | |
df2 <- data.frame(name = rep(letters[1:4],each = 5), number = df2_number, number2 = df2_number2) | |
axis_vars_y <- c("number" = "number", "number2" = "number2") |
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library(shiny) | |
library(dplyr) | |
library(magrittr) | |
library(lazyeval) | |
shinyServer(function(input, output) { | |
datasetInput <- reactive({ | |
switch(input$dataset, | |
df1 = df1, | |
df2 = df2) | |
}) | |
axis_vara_y <- reactive({ | |
switch(input$yvar, | |
number = 2, | |
number2 = 3) | |
}) | |
output$slider <- renderUI({ | |
sliderInput("inslider","Slider", min = round(min(datasetInput()[,axis_vara_y()]),0)-1, | |
max = round(max(datasetInput()[,axis_vara_y()]),0)+1, | |
value = c(round(min(datasetInput()[,axis_vara_y()]),0)-1, | |
round(max(datasetInput()[,axis_vara_y()]),0)+1), | |
step = 0.5) | |
}) | |
data <- reactive({ | |
filteredData <- datasetInput() | |
axisData <- axis_vara_y() | |
if(!is.null(input$inslider)){ | |
filteredData <- filteredData %>% | |
filter(filteredData[,axisData] >= input$inslider[1], | |
filteredData[,axisData] <= input$inslider[2]) | |
} | |
if (nrow(filteredData) == 0){ | |
return (datasetInput()) | |
}else{ | |
return(filteredData) | |
} | |
}) | |
#data_two <- reactive({ | |
# df <- data() %>% | |
# mutate(id = 1:n()) | |
# df$y <- df[,input$yvar] | |
# df | |
#}) | |
#data_two %>% | |
# ggvis(x = ~name, y = ~y) %>% | |
# layer_points(size := 120, fill = ~name, fillOpacity := 0.6) %>% | |
# bind_shiny("plot", "plot_ui") | |
reactive({ | |
df <- data() %>% | |
mutate(id = 1:n()) | |
df$y <- df[,input$yvar] | |
df %>% | |
ggvis(x = ~name, y = ~y) %>% | |
layer_points(size := 120, fill = ~name, fillOpacity := 0.6)}) %>% | |
bind_shiny("plot", "plot_ui") | |
}) |
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library(dplyr) | |
library(shiny) | |
library(ggvis) | |
shinyUI( | |
navbarPage("", | |
tabPanel("Introduction", | |
fluidRow( | |
column(3, | |
wellPanel( | |
) | |
), | |
column(9, | |
br(),br(),br(), | |
h5("This screen will soon display a brief introduction to the project.") | |
) | |
) | |
), | |
tabPanel("Plot", | |
fluidRow( | |
column(3, | |
radioButtons("dataset", label = h4("Choose dataframe"), | |
choices = list("Item" = "df1", "Task" = "df2")), | |
selectInput("yvar", "Y-axis variable", axis_vars_y, selected = "number"), | |
uiOutput("slider") | |
), | |
column(9, | |
#uiOutput("plot_ui"), | |
ggvisOutput("plot") | |
) | |
) | |
) | |
) | |
) |
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