The purpose of the study was to predict the sales per day for each of the next 100 days. We created a general purpose data science module in python that could

  • Digest the daily sales data for the past 3 years and develop a model
  • Identify and use any publicly available sources of data for influencers on sale
  • Produce a prediction model that provided higher accuracy of sale (with 3% of tolerance)
  • Use the model to produce predicted sale at the stores for next 100 days