—title: “Research Paper Data Selection” output: html_document date: “2026-02-23”

library(tidyverse)

## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.4     ✔ readr     2.1.6
## ✔ forcats   1.0.1     ✔ stringr   1.6.0
## ✔ ggplot2   4.0.1     ✔ tibble    3.3.1
## ✔ lubridate 1.9.4     ✔ tidyr     1.3.2
## ✔ purrr     1.2.1     
## ── 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)

Animal_Care<-read_csv("Animal_Care_and_Control_Division_Annual_Statistics-1.csv")

## Rows: 22 Columns: 17
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## dbl (17): Year, Number of Employees, Number of Division Vehicles, Annual Bud...
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

summary(Animal_Care$Year)

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    2004    2009    2014    2014    2020    2025

hist(Animal_Care$`Number of Employees`)

plot(Animal_Care$`Annual Budget`,Animal_Care$Year)

cor(Animal_Care$Strays,Animal_Care$Year)

## [1] -0.9285842

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