There are two datasets explored in this repository.
US_Education.ipynb is a colab notebook including an exploration by Riley Zito. Pictures of plots are in the NAEP_math_score_plots folder.
See here for a direct link to the notebook US Education Analysis Notebook
All the other files in the respository are an exploration done together by Annie Kroo and Dieter Brehem.
The final commented & compiled analysis and exploration is in this notebook:
Regression Analysis
A prior version of the regression notebook with more exploration and plots which is less concise Regression Analysis
We performed a large amount of data wrangling and analysis in a few different notebooks. The process documents for this project are prominently inside these notebooks:
Additionally, there is a poster made for the project linked below: https://github.com/Inkering/Educational-Exploratory-Data-Analysis/blob/master/education-poster.pdf
National Center for Education Statistics, State Education Survey Data, 1992-2017.
https://nces.ed.gov/ccd/stn-fis.asp
United States Census, School System Finances, 1992-2017.
https://www.census.gov/programs-surveys/school-finances/data/tables.html
The Nation's Report Card, NAEP, 1992-2017
https://www.nationsreportcard.gov/ndecore/x-plore/NDE
Civils Right Data Collection, School Data, 2015-2016.
https://ocrdata.ed.gov/