library(tidyverse)
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.2.1     ✔ readr     2.2.0
## ✔ forcats   1.0.1     ✔ stringr   1.6.0
## ✔ ggplot2   4.0.3     ✔ tibble    3.3.1
## ✔ lubridate 1.9.5     ✔ tidyr     1.3.2
## ✔ purrr     1.2.2     
## ── 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(readxl)

district<-read_excel("district.xls")
summary(district$DISTNAME)
##    Length  N.unique   N.blank Min.nchar Max.nchar 
##      1207      1196         0         7        50
hist(district$DPETSPEP)

plot(district$DPETHISP,district$DPSTTOFC)

cor(district$DPETTWOP,district$DPETECOP)
## [1] -0.2889805