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Project: pandas-challenge

Author: Stan Usovicz

Date: December 17, 2024

Description: CU Data Analysis Module 4 Challenge Jupyter / Pandas

Features

This Jupyter Notebook challenge uses school district csv data to produce meaningful district-wide insights and analysis.

The 1st section provides information on:

  • Totals: Schools, Students, Budget
  • Averages: Math Scores, Reading Scores, and Overall Passing

The 2nd section provides additional per school summaries:

  • School types
  • Per Student Budget

The 3rd section: Highest-Performing Schools

The 4th section: Bottom Performing Schools

The 5th section: Math Scores by Grade

The 6th section: Reading Scores by Grade

The 7th section: Scores by School Spending

The 8th section: Scores by School Size

The 9th section: Scores by School Type

Written Report

The findings from this report can be found in the document PyCitySchools_Report.txt

Resources Consulted

StackOverflow GitHub

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