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 1.9.4     ✔ tidyr     1.3.1
## ✔ purrr     1.0.4     
## ── 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)

Applied_QM<-read_excel("Applied QM.xlsx")
summary(Applied_QM$year)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    2018    2019    2020    2020    2022    2023
hist(Applied_QM$year)

plot(Applied_QM$year,Applied_QM$`Total Homelessness`)

cor(Applied_QM$year,Applied_QM$`Total Homelessness`)
## [1] 0.4186023