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Reproduce color prime factorization chart
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#Reproduce this prime factorization poster in R | |
#https://twitter.com/stevenstrogatz/status/1295915404574040065?s=20 | |
library(tidyverse) | |
#Prime factorization function from SO | |
# https://stackoverflow.com/questions/49974601/r-prime-factorization | |
get_prime_factors = function(x){ | |
n=c() | |
i=2 | |
r=x | |
while(prod(n)!=x){ | |
if(!r%%i) {n=c(n,i);r=r/i;i=1} | |
i=i+1 | |
} | |
n | |
} | |
get_prime_factors(9) | |
#Generate a color palette | |
#Control the first few primes... | |
# Make this similar to the original postcad | |
this_palette_start = tibble::tribble( | |
~r, ~g, ~b, | |
255, 255, 255, #white = 1 | |
0, 102, 255, #blue = 2, | |
255, 0, 51, #maroon = 3, | |
255, 255, 0, #yellow = 5, | |
102, 51, 153, #purple = 7, | |
255, 51, 255, #pink = 11, | |
204, 153, 102, #brown = 13, | |
255, 102, 0 #orange = 17 | |
) | |
#..., then add randoms for the rest | |
random_channels <- function(n, k=6){ | |
sample(seq(0, 255, length.out = k), n, replace = TRUE) | |
} | |
set.seed(43) | |
nn=30 | |
this_palette_start %>% | |
bind_rows( | |
tibble(r = random_channels(nn), | |
g = random_channels(nn), | |
b = random_channels(nn)) | |
) %>% | |
distinct() %>% | |
mutate(col = rgb(r, g, b, maxColorValue = 255)) %>% | |
pull(col) -> this_palette | |
this_palette %>% scales::show_col() | |
#Generate and plot all factors | |
tibble::tibble(number = 1:100) %>% | |
mutate(factors = purrr::map(number, get_prime_factors), | |
num_factors = purrr::map_dbl(factors, length)) %>% | |
unnest(factors) %>% | |
add_row(number=1, factors=1, num_factors=1, .before = 1) -> prime_decomp | |
prime_decomp %>% | |
group_by(number) %>% | |
mutate(x_min = (row_number() - 1)/num_factors, | |
x_max = (row_number() - 0)/num_factors, | |
y_min = 0, y_max = 1) %>% | |
ungroup() %>% | |
mutate(number_f = factor(number, | |
levels = as.character(rep(1:10, 10)+rep(9:0, each = 10)*10))) %>% | |
ggplot()+ | |
geom_rect(aes(xmin=x_min, xmax=x_max, ymin=y_min, ymax=y_max, | |
fill = as.factor(factors)), color = "black") + | |
scale_fill_manual(values = this_palette) + | |
coord_fixed(expand=F, xlim=c(0,1), ylim=c(0,1))+ | |
facet_wrap(~number_f, nrow=10, | |
strip.position = "bottom") + | |
theme_void()+ | |
theme( | |
legend.position = "none", | |
panel.border = element_rect(fill = NA, size =1.5), | |
panel.spacing = grid::unit(0, "cm"), | |
strip.background = element_rect(color = "black") | |
) |
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