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Analysis of School and Student data using the Pandas Library and the Jupyter Notebook.

Jupyter Notebook 100.00%
python pandas jupyter-notebook school analysis students

pycityschools's Introduction

PyCitySchools

Analysis of School and Student data using the Pandas Library and the Jupyter Notebook.

PyCity Schools Data Summary

  • As a whole, schools with higher budgets, did not yield better test results. By contrast, schools with higher spending per student actually ($645-675) underperformed compared to schools with smaller budgets (<$585 per student).

  • As a whole, smaller and medium sized schools dramatically out-performed large sized schools on passing math performances (89-91% passing vs 67%).

  • As a whole, charter schools out-performed the public district schools across all metrics. However, more analysis will be required to glean if the effect is due to school practices or the fact that charter schools tend to serve smaller student populations per school.


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