There are a number of ways in R to make charts and maps interactive. This note uses the highcharter
package and is based on this example. It is the base graphics library used in Fingertips.
library(highcharter)
library(dplyr)
library(viridisLite)
library(forecast)
library(treemap)
thm <-
hc_theme(
colors = c("#1a6ecc", "#434348", "#90ed7d"),
chart = list(
backgroundColor = "transparent",
style = list(fontFamily = "Source Sans Pro")
),
xAxis = list(
gridLineWidth = 1
)
)
Highcharter
has a similar syntax to ggplot2
. If we use the built in mtcars
dataset, we can create a simple interactive scatter plot.
mtcars
## mpg cyl disp hp drat wt qsec vs am gear carb
## Mazda RX4 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4
## Mazda RX4 Wag 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4
## Datsun 710 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1
## Hornet 4 Drive 21.4 6 258.0 110 3.08 3.215 19.44 1 0 3 1
## Hornet Sportabout 18.7 8 360.0 175 3.15 3.440 17.02 0 0 3 2
## Valiant 18.1 6 225.0 105 2.76 3.460 20.22 1 0 3 1
## Duster 360 14.3 8 360.0 245 3.21 3.570 15.84 0 0 3 4
## Merc 240D 24.4 4 146.7 62 3.69 3.190 20.00 1 0 4 2
## Merc 230 22.8 4 140.8 95 3.92 3.150 22.90 1 0 4 2
## Merc 280 19.2 6 167.6 123 3.92 3.440 18.30 1 0 4 4
## Merc 280C 17.8 6 167.6 123 3.92 3.440 18.90 1 0 4 4
## Merc 450SE 16.4 8 275.8 180 3.07 4.070 17.40 0 0 3 3
## Merc 450SL 17.3 8 275.8 180 3.07 3.730 17.60 0 0 3 3
## Merc 450SLC 15.2 8 275.8 180 3.07 3.780 18.00 0 0 3 3
## Cadillac Fleetwood 10.4 8 472.0 205 2.93 5.250 17.98 0 0 3 4
## Lincoln Continental 10.4 8 460.0 215 3.00 5.424 17.82 0 0 3 4
## Chrysler Imperial 14.7 8 440.0 230 3.23 5.345 17.42 0 0 3 4
## Fiat 128 32.4 4 78.7 66 4.08 2.200 19.47 1 1 4 1
## Honda Civic 30.4 4 75.7 52 4.93 1.615 18.52 1 1 4 2
## Toyota Corolla 33.9 4 71.1 65 4.22 1.835 19.90 1 1 4 1
## Toyota Corona 21.5 4 120.1 97 3.70 2.465 20.01 1 0 3 1
## Dodge Challenger 15.5 8 318.0 150 2.76 3.520 16.87 0 0 3 2
## AMC Javelin 15.2 8 304.0 150 3.15 3.435 17.30 0 0 3 2
## Camaro Z28 13.3 8 350.0 245 3.73 3.840 15.41 0 0 3 4
## Pontiac Firebird 19.2 8 400.0 175 3.08 3.845 17.05 0 0 3 2
## Fiat X1-9 27.3 4 79.0 66 4.08 1.935 18.90 1 1 4 1
## Porsche 914-2 26.0 4 120.3 91 4.43 2.140 16.70 0 1 5 2
## Lotus Europa 30.4 4 95.1 113 3.77 1.513 16.90 1 1 5 2
## Ford Pantera L 15.8 8 351.0 264 4.22 3.170 14.50 0 1 5 4
## Ferrari Dino 19.7 6 145.0 175 3.62 2.770 15.50 0 1 5 6
## Maserati Bora 15.0 8 301.0 335 3.54 3.570 14.60 0 1 5 8
## Volvo 142E 21.4 4 121.0 109 4.11 2.780 18.60 1 1 4 2
hchart(mtcars, "scatter", hcaes(x = disp, y = mpg, group = am))
data(GNI2014)
head(GNI2014)
## iso3 country continent population GNI
## 3 BMU Bermuda North America 67837 106140
## 4 NOR Norway Europe 4676305 103630
## 5 QAT Qatar Asia 833285 92200
## 6 CHE Switzerland Europe 7604467 88120
## 7 MAC Macao SAR, China Asia 559846 76270
## 8 LUX Luxembourg Europe 491775 75990
## Static version
tm <- treemap(GNI2014, index = c("continent", "iso3"),
vSize = "GNI", vColor = "population",
type = "value", palette = magma(12))
## Interactive version
hctreemap(tm, allowDrillToNode = TRUE) %>%
hc_title(text = "Gross National Income World Data") %>%
hc_tooltip(pointFormat = "<b>{point.name}</b>:<br>
Pop: {point.valuecolor:,.0f}<br>
GNI: {point.value:,.0f}") %>%
hc_exporting(enabled = TRUE) # enable export
devtools::install_github("Bart6114/sparklines")
library(sparklines)
data <- readr::read_csv("~/Documents/R_projects/testflex/kistats.csv")
## Parsed with column specification:
## cols(
## id = col_integer(),
## date = col_datetime(format = ""),
## users = col_integer(),
## sessions = col_integer(),
## avgTimeonPage = col_double(),
## pageviews = col_integer(),
## webname = col_character()
## )
sparkdata <- data %>%
filter(stringr::str_detect(webname, "Fingertips|chimat")) %>%
group_by(webname, date) %>%
summarise(pages = sum(pageviews))
tail(sparkdata)
## Source: local data frame [6 x 3]
## Groups: webname [1]
##
## webname date pages
## <chr> <dttm> <int>
## 1 www.chimat.org.uk_http://www.chimat.org.uk 2017-03-16 784
## 2 www.chimat.org.uk_http://www.chimat.org.uk 2017-03-17 1512
## 3 www.chimat.org.uk_http://www.chimat.org.uk 2017-03-18 739
## 4 www.chimat.org.uk_http://www.chimat.org.uk 2017-03-19 1000
## 5 www.chimat.org.uk_http://www.chimat.org.uk 2017-03-20 1928
## 6 www.chimat.org.uk_http://www.chimat.org.uk 2017-03-21 1806
x <- filter(sparkdata, grepl("chimat", webname))
y <- filter(sparkdata, grepl("Fingertips", webname))
The sparkline
packages enables the creation of sparklines.
Site | Sparkline | Boxplot |
---|---|---|
Chimat | ||
Fingertips |