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Background

In this project I analyzed district-wide standardized test results including every student's math and reading scores, as well as various information on the schools they attend. I aggregated the data to showcase obvious trends in school performance.

Step by Step

The final report includes the following:

District Summary

  • District's key metrics, including:
    • Total Schools
    • Total Students
    • Total Budget
    • Average Math Score
    • Average Reading Score
    • % Passing Math
    • % Passing Reading
    • Overall Passing Rate (Average of the above two)

School Summary

  • Table that summarizes key metrics about each school, including:
    • School Name
    • School Type
    • Total Students
    • Total School Budget
    • Per Student Budget
    • Average Math Score
    • Average Reading Score
    • % Passing Math
    • % Passing Reading
    • Overall Passing Rate (Average of the above two)

Top Performing Schools (By Passing Rate)

  • Table that highlights the top 5 performing schools based on Overall Passing Rate. Includes:
    • School Name
    • School Type
    • Total Students
    • Total School Budget
    • Per Student Budget
    • Average Math Score
    • Average Reading Score
    • % Passing Math
    • % Passing Reading
    • Overall Passing Rate (Average of the above two)

Bottom Performing Schools (By Passing Rate)

  • Table that highlights the bottom 5 performing schools based on Overall Passing Rate. Includes all of the same metrics as above.

Math Scores by Grade

  • Table that lists the average Math Score for students of each grade level (9th, 10th, 11th, 12th) at each school.

Reading Scores by Grade

  • Table that lists the average Reading Score for students of each grade level (9th, 10th, 11th, 12th) at each school.

Scores by School Spending

  • Table that breaks down school performances based on average Spending Ranges (Per Student). Include in the table each of the following:
    • Average Math Score
    • Average Reading Score
    • % Passing Math
    • % Passing Reading
    • Overall Passing Rate (Average of the above two)

Scores by School Size

  • Repeats the above breakdown, but this time the schools are grouped based based on a reasonable approximation of school size (Small, Medium, Large).

Scores by School Type

  • Repeats the above breakdown, but this time group schools based on school type (Charter vs. District).