From 0f214b06d631f929cc50cbd8485dd2c1ff1f1af5 Mon Sep 17 00:00:00 2001 From: Guangchuang Yu Date: Fri, 13 Mar 2020 17:02:26 +0800 Subject: [PATCH] example in README --- .Rbuildignore | 2 ++ Makefile | 4 +++ README.md | 5 +++ example.R | 96 ++++++++++++++++++++++++++++++++++++++++++++++++++ nCov2019.png | Bin 0 -> 1508056 bytes 5 files changed, 107 insertions(+) create mode 100644 example.R create mode 100644 nCov2019.png diff --git a/.Rbuildignore b/.Rbuildignore index e82a1ab..1e84c9a 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -3,3 +3,5 @@ README.md Makefile ^.*\.Rproj$ ^\.Rproj\.user$ +example.R +nCov2019.png diff --git a/Makefile b/Makefile index 6925ee2..7711c78 100644 --- a/Makefile +++ b/Makefile @@ -6,6 +6,10 @@ all: rd check clean alldocs: rd readme +figure: + Rscript -e 'source("example.R")' + + rd: Rscript -e 'library(methods); devtools::document()' # Rscript -e 'roxygen2::roxygenise(".")' diff --git a/README.md b/README.md index e9e7b64..d760905 100644 --- a/README.md +++ b/README.md @@ -29,6 +29,11 @@ Get the development version from github: remotes::install_github("GuangchuangYu/nCov2019") ``` +## :art: Example + +Run the script [example.R](example.R) in R using `source("example.R")`, will produce the following figure: + +![](nCov2019.png) ## :book: Documents diff --git a/example.R b/example.R new file mode 100644 index 0000000..11bb65e --- /dev/null +++ b/example.R @@ -0,0 +1,96 @@ + +require(nCov2019) +y <- load_nCov2019(lang = 'en', source='github') +d = y['global'] + + +require(dplyr) +dd <- filter(d, time == time(y)) %>% + arrange(desc(cum_confirm)) + +dd = dd[1:40, ] +dd$country = factor(dd$country, levels=dd$country) + +dd$angle = 1:40 * 360/40 +require(ggplot2) +p <- ggplot(dd, aes(country, cum_confirm, fill=cum_confirm)) + + geom_col(width=1, color='grey90') + + geom_col(aes(y=I(5)), width=1, fill='grey90', alpha = .2) + + geom_col(aes(y=I(3)), width=1, fill='grey90', alpha = .2) + + geom_col(aes(y=I(2)), width=1, fill = "white") + + scale_y_log10() + + scale_fill_gradientn(colors=c("darkgreen", "green", "orange", "firebrick","red"), trans="log") + + geom_text(aes(label=paste(country, cum_confirm, sep="\n"), + y = cum_confirm *.8, angle=angle), + data=function(d) d[d$cum_confirm > 100,], + size=3, color = "white", fontface="bold", vjust=1) + + geom_text(aes(label=paste0(cum_confirm, " cases ", country), + y = max(cum_confirm) * 2, angle=angle+90), + data=function(d) d[d$cum_confirm < 100,], + size=3, vjust=0) + + coord_polar(direction=-1) + + theme_void() + + theme(legend.position="none") + +p1 = ggplotify::as.ggplot(p, scale=1.45, vjust=-.15, hjust=.02) + +require(dplyr) +require(ggplot2) +require(shadowtext) +require(nCov2019) + +d <- load_nCov2019() +dd <- d['global'] %>% + as_tibble %>% + rename(confirm=cum_confirm) %>% + filter(confirm > 100 & country != "China") %>% + group_by(country) %>% + mutate(days_since_100 = as.numeric(time - min(time))) %>% + ungroup + + + + +breaks=c(100, 200, 500, 1000, 2000, 5000, 10000, 20000, 50000, 100000) + + +p2 <- ggplot(dd, aes(days_since_100, confirm, color = country)) + + geom_smooth(method='lm', aes(group=1), + data = . %>% filter(!country %in% c("Japan", "Singapore")), + color='grey10', linetype='dashed') + + geom_line(size = 0.8) + + geom_point(pch = 21, size = 1) + + scale_y_log10(expand = expansion(add = c(0,0.1)), + breaks = breaks, labels = breaks) + + scale_x_continuous(expand = expansion(add = c(0,1))) + + theme_minimal(base_size = 14) + + theme( + panel.grid.minor = element_blank(), + legend.position = "none", + plot.margin = margin(3,20,3,3,"mm") + ) + + coord_cartesian(clip = "off") + + geom_shadowtext(aes(label = paste0(" ",country)), hjust=0, vjust = 0, + data = . %>% group_by(country) %>% top_n(1, days_since_100), + bg.color = "white") + + labs(x = "Number of days since 100th case", y = NULL, + title = "Confirmed COVID-19 cases", + subtitle = time(d)) + + +library(chinamap) + +x <- get_nCov2019(lang = 'en') +cn = get_map_china() +cn$province <- trans_province(cn$province) +p3 <- plot(x, region = 'china', chinamap = cn, + continuous_scale = FALSE, + palette = 'Blues', font.size = 2) + + theme_minimal(base_size=14) + +require(cowplot) +pp <- plot_grid(p2, p3, ncol=1, labels=c("B", "C"), + rel_heights=c(.7, 1)) +g <- plot_grid(p1, pp, ncol=2, rel_widths=c(1.2, 1), labels=c("A", "")) +ggsave(g, filename = "nCov2019.png", width=16, height=11) + diff --git a/nCov2019.png b/nCov2019.png new file mode 100644 index 0000000000000000000000000000000000000000..0964ba76e86c72ba72738b0e20f790aab343b73c GIT binary patch literal 1508056 zcmeFZWn5M3-ZhMYfdML^7+}z)gh+`fD1y=@X@JsQl5T7e6(j^Cqy+)#22oK$YDq{d z-Jx_oW9r#^d*0`MzdoPt^*d+ptt{4>^Sb^q#`uqGK2(r9w~d0Hf{cu8+j(h8B{H&| zZ^_8E_H0^0s+>U>3wv@hPLq^7ZnE3x1#~5*YGBQT8^O6!OjxR>q9ki7lTIVL; z>!wM1oiN#vl*zhX^R?w9gl?*k{bUqTvIA$sov(y zA*Zn3psZtlx#Z_WRR58Ko6kR(`neLtlUwbe%~D?e>N!WC&jsdPxPt%db*ka2cJt={ z>#vEw7>&9`^*{XJ7W;#>r~ik)Cre$nj3p{6ie~@x?Ck8sMD2}}|L)2y_RA|v^LOvwrN5AYS2poV(JOYV4B$#iO3Dn| 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