Aan de slagBegin gratis

Input toepassen op één grafiek

Laten we oefenen met het toepassen van een input op één grafiek.

Deze oefening maakt deel uit van de cursus

Dashboards bouwen met flexdashboard

Bekijk cursus

Oefeninstructies

  • Laat de grafiek Trip Durations reageren op de schuifregelaar duration_bin door de binbreedte aan te passen.

Interactieve oefening met praktijkervaring

Probeer deze oefening door deze voorbeeldcode aan te vullen.

{"my_document.Rmd":"---\ntitle: \"Bike Shares Daily\"\noutput: \n  flexdashboard::flex_dashboard:\n    orientation: columns\n    vertical_layout: fill\nruntime: shiny\n---\n\n```{r global, include=FALSE}\nlibrary(flexdashboard)\nlibrary(readr)\nlibrary(leaflet)\nlibrary(DT)\nlibrary(tidyverse)\nlibrary(lubridate)\nlibrary(plotly)\n\ntrips_df <- read_csv('https://assets.datacamp.com/production/repositories/1448/datasets/1f12031000b09ad096880bceb61f6ca2fd95e2eb/sanfran_bikeshare_joined_oneday.csv') %>%\n  mutate(duration_min = duration_sec / 60)\n\n```\n\nColumn {data-width=200 .sidebar}\n-----------------------------------------------------------------------\n\n```{r}\n\nsliderInput(\"duration_slider\", label = \"Select maximum trip duration to display (in minutes):\",\n            min = 0, max = 120, value = 15, step = 5, dragRange = TRUE)\n\nsliderInput(\"duration_bin\", label = \"Select # of minutes to bin trip durations:\",\n           min = 1, max = 15, value = 1, step = 1)\n\nshow_trips_df <- reactive({\n\n  trips_df %>%\n    filter(duration_sec <= input$duration_slider * 60)\n\n})\n```\n\nColumn {data-width=450}\n-----------------------------------------------------------------------\n\n### Origins\n\n```{r}\n\nrenderLeaflet({\n  show_trips_df() %>%\n    rename(latitude = start_latitude,\n           longitude = start_longitude) %>%\n    group_by(start_station_id, latitude, longitude) %>%\n    count() %>%\n    leaflet() %>%\n    addTiles() %>%\n    addCircles(radius = ~n)\n})\n\n```\n\nColumn {data-width=350}\n-----------------------------------------------------------------------\n\n### Total Trips\n\n```{r}\n\nrenderValueBox({\n  valueBox(prettyNum(show_trips_df() %>%\n                       nrow(), big.mark = ','), \n           icon = 'fa-bicycle')\n})\n\n```\n\n### Trips by Start Time\n\n```{r}\n\nrenderPlot({show_trips_df() %>%\n    mutate(hour = hour(start_date)) %>%\n    group_by(hour) %>%\n    summarize(`Trips Started` = n()) %>%\n    ggplot(aes(x = hour, y = `Trips Started`)) +\n    theme_bw() +\n    ylab('Trips Started \\n') +\n    geom_bar(stat = 'identity') \n})\n\n\n```\n\n### Trip Durations\n\n```{r}\n\nrenderPlot({show_trips_df() %>%\n  mutate(`Trip Duration (min)` = duration_sec / 60) %>%\n  ggplot(aes(x = `Trip Duration (min)`)) +\n  theme_bw() +\n  geom_histogram() +\n  ylab('# Trips')\n})\n\n\n```\n\n\n"}
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