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School District Dataset

Analyze fictitious school district data with the Python Pandas library and Jupyter notebook. Create one high-level snapshot of the district's key metrics, one summary table with all schools, and 7 analysis tables based on specific criteria. This work helps gain familiarity with manipulating dataframes with Pandas, creating summary tables with Pandas, and using Python functions.

  • District Summary
  • School Summary
  • Top Performing Schools (By Passing Rate)
  • Bottom Performing Schools (By Passing Rate)
  • Math Scores by Grade
  • Reading Schools by Grade
  • Scores by School Spending
  • Scores by School Size
  • Scores by School Type

Screenshot of Jupyter Notebook