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The Dataschoolers

Predicting School District Performance

Final Project for 2015 Harvard CS-109 Data Science Course (http://cs109.github.io/2015/index.html)

Process Book :

  1. 1_Main.ipynb
  2. 2_ProcessBookHiLoGradRate.ipynb
  3. 3_ProcessBookNumericalGradRate.ipynb
  4. 4_FinalSVMFeatureSelected.ipynb
  5. 5_VisualizationSchoolCleanupEDA.ipynb
  6. 6_VisualizationSchoolGrouping.ipynb
  7. 7_VisualizationTableauData.ipynb

Data :

  1. date/rawdata : Raw data extract from schools and school districts.
  2. data/finaldata : Final clean data after the data munging process.
  3. data/columnlookup : Column Description

Website :

  1. Link : http://itisaasta.com/psdp/
  2. Source code : dataschoolers/website

Screencast Video :

  1. Link : https://youtu.be/fnh6OD1-7vg