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school_district_prediction (used for schoolstradamus.com)

Most important scripts:

  • app/templates/index.html: the single HTML file that serves as the front-end for the prediction service, receiving inputs and displaying graphs and information
  • app/config.py: configuration settings for the analysis
  • app/create_predictions.py: creates all predictions and outputs/plots the results in various ways for diagnostic purposes
  • app/explore_data.py: performs descriptive analysis of the data and creates various plots, without worrying about prediction
  • app/join_data.py: joins all data in SQL databases
  • app/utilities.py: provides utility functions, such as selecting data from SQL and writing to it
  • app/views.py: Flask decorators binding website pages to functions passing variables

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Schoolstradamus: forecasting a school's future performance

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