https://github.com/jfaccioli/school-performance-pandas
A data analysis to showcase trends in school performance.
https://github.com/jfaccioli/school-performance-pandas
jupyter-notebook pandas python statistics
Last synced: about 2 months ago
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A data analysis to showcase trends in school performance.
- Host: GitHub
- URL: https://github.com/jfaccioli/school-performance-pandas
- Owner: jfaccioli
- Created: 2021-04-12T09:50:50.000Z (about 5 years ago)
- Default Branch: main
- Last Pushed: 2021-09-07T03:48:19.000Z (almost 5 years ago)
- Last Synced: 2025-07-24T07:43:00.868Z (11 months ago)
- Topics: jupyter-notebook, pandas, python, statistics
- Language: Jupyter Notebook
- Homepage:
- Size: 5.58 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# A data analysis using python and pandas to showcase trends in school performance.
## A data analysis to showcase trends in school performance using Pandas.
### District Summary
* District's key metrics, including:
* Total Schools
* Total Students
* Total Budget
* Average Math Score
* Average Reading Score
* % Passing Math (The percentage of students that passed math.)
* % Passing Reading (The percentage of students that passed reading.)
* % Overall Passing (The percentage of students that passed math **and** reading.)
### School Summary
* 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 (The percentage of students that passed math.)
* % Passing Reading (The percentage of students that passed reading.)
* % Overall Passing (The percentage of students that passed math **and** reading.)
### Top Performing Schools (By % Overall Passing)
* Top 5 performing schools based on % Overall Passing.
* School Name
* School Type
* Total Students
* Total School Budget
* Per Student Budget
* Average Math Score
* Average Reading Score
* % Passing Math (The percentage of students that passed math.)
* % Passing Reading (The percentage of students that passed reading.)
* % Overall Passing (The percentage of students that passed math **and** reading.)
### Bottom Performing Schools (By % Overall Passing)
* Bottom 5 performing schools based on % Overall Passing.
### Math Scores by Grade\*\*
* Average Math Score for students of each grade level (9th, 10th, 11th, 12th) at each school.
### Reading Scores by Grade
* Average Reading Score for students of each grade level (9th, 10th, 11th, 12th) at each school.
### Scores by School Spending
* School performances based on average Spending Ranges (Per Student).
* Average Math Score
* Average Reading Score
* % Passing Math (The percentage of students that passed math.)
* % Passing Reading (The percentage of students that passed reading.)
* % Overall Passing (The percentage of students that passed math **and** reading.)
### Scores by School Size
Groups based on a reasonable approximation of school size (Small, Medium, Large).
### Scores by School Type
Groups based on school type (Charter vs. District).