summary(special_ed$DPETSPEP)
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.00 9.90 12.10 12.27 14.20 51.70
summary(special_ed$DPFPASPEP)
## Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
## 0.000 5.800 8.900 9.711 12.500 49.000 5
#4: Missing values: DPFPASPEP
special_ed_clean <- special_ed %>% drop_na(DPFPASPEP)
summary(special_ed_clean$DPFPASPEP)
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 5.800 8.900 9.711 12.500 49.000
ggplot(special_ed_clean, aes(x = DPETSPEP, y = DPFPASPEP)) + geom_point()
cor(special_ed_clean$DPETSPEP, special_ed_clean$DPFPASPEP)
## [1] 0.3700234
#As the percent of special education increases so does the money spent on special education.
```