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pandas-challenge

GA Tech Data Science and Analytics Boot Camp Module 4

Description: PyCitySchools

This assignment utilizes Pandas and Jupyter Notebook to create a report displaying trends using data as it relates to a hypothetical city school district in order to provide assistance in strategic decisions.

The report uses the following key metrics:

  • Total schools
  • Total students
  • Total budget
  • Average math score
  • Average reading score
  • % passing math (the percentage of students who passed math)
  • % passing reading (the percentage of students who passed reading)
  • % overall passing (the percentage of students who passed math AND reading)

By using the data provided, the above key metrics are calculated to show the following results:

  • District Summary
  • School Summary
  • Highest-Performing Schools (by % Overall Passing)
  • Lowest-Performing Schools (by % Overall Passing)
  • Math Scores by Grade
  • Reading Scores by Grade
  • Scores by School Spending
  • Scores by School Size
  • Scores by School Type

Submission Requirements

  • Jupyter Notebook that contains report generated from Python script
  • Data files provided by assignment

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