2024class6/5

library(tidyverse)

── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr     1.1.4     ✔ readr     2.1.5
✔ forcats   1.0.0     ✔ stringr   1.5.1
✔ ggplot2   3.5.1     ✔ tibble    3.2.1
✔ lubridate 1.9.3     ✔ tidyr     1.3.1
✔ purrr     1.0.2     
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

library(primer.data)

connectedness |>
  ggplot(mapping = aes(x = population))+
  geom_histogram(fill = "black") +
  scale_x_log10(labels= scales::comma_format())+
  labs(
  title = "US County Populations in 2018",
  subtitle = "Populations are highly skewed",
  x = "Population",
  y = "Number of Counties",
  caption = "Opprotunity Insights"
   )

`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

Warning: Removed 106 rows containing non-finite outside the scale range
(`stat_bin()`).