Prediction Web App

Product Requirements

• Chart showing COVID-19 cases (historical) and our predictions for future cases.
• Displayed interpretability metrics showing driving forces behind the predictions (and whether it is positive or negative).
• Simulation (maybe? if not V2). Users can input different policies or even weather conditions to view how that would affect the forecast.
• Counter Factual simulation (if we had done this n days ago what would our numbers look like now)?

Maybe

• Areas of the county (parks, bars) the probability similar of these place creating spreader event.

Implementation and architecture

• Flask/Django/? (for actual web app)
• Airflow DAG

Useful people

• @isaacmg Task-TS Data Science
• Data Visualization
• Epidemiologists to test
• Public policy to test