red-crescent-covid-19 / data-science-specs

PRC Covid-19 Data Science team repo to manage work division.

Data-Science-Specs

Program Overview

Pakistan is challenged by a national crisis and a calamity in form of Corona Virus Crisis. The Pakistan Red Crescent Society on the orders of the President of Pakistan has started its Corona Crisis Response on the Pakistan Day of 23rd March, 2020.

The PRC response to the Corona Crisis is in support of the Federal and Provincial Governments, the NDMA, and Pakistan Armed Forces initiatives already in place for the same cause. PRC plans to maintain an active and a dynamic liaison to ensure transparency and sharing of its initiative with fellow responders.

PRC Operations

Please find link to a more detailed document on the different PRC programs. We are summarizing the initiatives that will have data available for analysis.

1. PRC Muhafiz App

   Mobile App Used by trained Volunteers to collect symptom data from the community. App Prototype

2. PRC Emergency Management Platform

   Mobile App used by Doctors and Intake Staff at PRC Emergency Facilities to Triage patients. This is combined with web dashboard used by Facility Coordinators to provide realtime intake data to the Ops Center

3. PRC OPS Room

   Ops Room will become a nerve centre for flow of all information received from community, our volunteers reaching out to the community through home visits, referrals to our helpline, cases screened and treated at our Corona Care Hospital, and referral / transfer of cases to hospitals linked with us. The data so collected will be shared with Ministry of Health, and NDMA to support their operations.

Teams

To acheive the PRC goal of collecting information from the field and allocating resources based on a data based approach we require teams solving the following problems.

1. Route Management

2. COVID-19 Symptoms Data Set

3. Location Intelligence

4. Seeding Analytics

5. Demand Forecasting

6. Agent Analytics (Care for the Carer)

7. Report Generation (Dashboard UI + Metrics)

8. Data Engineering

data-science-specs's Issues

Team: Demand Forecasting

Team

Please Assign yourself this issue if you want to work on the COVID-19 Symptoms Data Set

Team

Please Assign yourself this issue if you want to work on the Route Management Team

Team : Location Intelligence

Assign to yourself to self-assign to Location Intelligence Team

Team: Agent Analytics

Team: Location Intelligence

Team: Symptoms Data Set

Please assign yourself this issue if you want to work on this problem.

Team: Route Management

Please assign yourself this issue if you want to work on this problem.

Team: Seeding Analytics

Team: Report Generation

Team: Data Engineering

Dashboard - COVID19

report_dashboard_covid.pdf