Datasets used

For this analysis, I have prepared a comprehensive dataset using open data available on niche.com. The data contains overall rating of Pittsburgh Public School District and other 16 districts adjacent to Pittsburgh. Niche.com (https://www.niche.com/) provides the overall rating of a school district in the form of grades with the best rating of A+ and the worst being D+. I have converted the grades into ratings with A+ getting a rating of 10 and D+ gets a rating of 1. The following table shows the conversion: