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Goals

  • Predict the response time of a tutor to a ping given data associated with the ping (e.g. time sent, tutor's indicated availability status, etc.).

  • Produce an algorithm for selecting the top N tutors most likely to respond to a request for help.

Organization

All scripts should be run from the base directory.

Data
Local data files (raw and processed) should be located here but not committed to the repository.

Classes
Class definitions to set up data structures, and scripts to read raw data from *.npy files and save in pandas DataFrames.

Analysis
Scripts for data processing and analysis.

PlottingScripts
Scripts for data visualization.

PreliminaryAnalysis
Scripts used for initial data exploration that are no longer being maintained and should not be expected to run. Most of the code here is replicated in some form in one of the other directories.