Created
April 2, 2023 10:31
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Plot the amount of sequencing data from SRA
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library(ggplot2) | |
library(tidyverse) | |
library(readr) | |
sra_stat <- read_csv("https://www.ncbi.nlm.nih.gov/Traces/sra/sra_stat.cgi") | |
sra_stat$date <- as.Date(sra_stat$date, format = "%m/%d/%Y") | |
ggplot(sra_stat, aes(x = date, group = 1)) + | |
geom_area(aes(y = bases / 10^15), fill = "orange", alpha = 0.8) + | |
geom_area(aes(y = bytes / 10^15), fill = "blue", alpha = 0.8) + | |
labs(title = "Amount of Sequencing Data in SRA", | |
x = "Year", y = "Petabases (orange) or petabytes (blue)") + | |
scale_x_date(limits = as.Date(c("2013-01-01", Sys.Date()))) + | |
theme_bw(base_size = 12) |
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