Created
January 25, 2025 14:15
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R code to make a chart that compares historic average temperatures in Madison in January and February
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library(tidyverse) | |
clim <- read_csv("c:/Users/user1/Downloads/StnData.csv", col_names = c("date", | |
"avg", | |
"hi", | |
"lo")) | |
clim |> group_by(yr = year(date), mo = month(date, label = T, abbr = TRUE)) |> | |
summarize(avg_temp = mean(avg)) |> | |
filter(mo %in% c("Jan", "Feb")) |> | |
pivot_wider(names_from = mo, values_from = avg_temp) |> | |
mutate(feb_warmer = if_else(Feb > Jan, TRUE, FALSE)) |> | |
ggplot() + | |
geom_segment(aes(x = yr, xend = yr, y = Jan, yend = Feb, color = feb_warmer), arrow = arrow(length = unit(2, "mm"))) + | |
hrbrthemes::scale_color_ipsum(name = "Feb warmer than Jan?")+ | |
labs(title = "Monthly average temperatures in January and February", | |
subtitle = "Madison, Wisconsin", | |
caption = "Source: https://climatology.nelson.wisc.edu/first-order-station-climate-data/madison-climate/historical-temperatures/") + | |
xlab("Year") + | |
ylab("°F") + | |
hrbrthemes::theme_ft_rc() |
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