Data Science: Create a forecasting model for agency resource insights

[ajmachado42]

Overview

A forecasting model would be useful for each agency to help with weekly resource planning. Due to processing power limitations a data set with one year's worth of 311 requests may be used for forecasting on a day-of-the-week level.

Action Items

• EDA on agency data
• Create forecasting model (ARIMA, maybe)
• Evaluate model

Resources/Instructions

TBD

[ajmachado42]

Project repo is here: https://github.com/ajmachado42/Hack-for-LA-311-Data/tree/master/I-1432

[ajmachado42]

Closing this one since there is not enough processing power to do a multi-year analysis which is what would be needed for a strong model.