1. Challenge #4
Global WASH Data Portal
Emergency Data Science
York University
5 December, 2018
Toronto, Canada
2. Recap of the Challenge
Track 16 UNHCR WASH indicators: changing over time, geo-spatial
Missing Data - 70% urban WASH information (out of camp)
Interoperability with development data (SDG #6)
Make resource allocation decisions
Exportability / compatibility with other platforms
General information access for broad set of users
3. Incomplete data (HR changes, out of camp)
Lack of unified source of data (methodologies)
Validating existing data (trust and quality / Gov data?)
Decision-making based on bad data (limited data / good enough?)
Siloed data, unknown data (data from other sectors logistics /
health)
Dynamic nature of the problem space (fluid environment)
Problems Identified
4. Take advantage of data that already exists
Highlight gaps in existing data
Improve decision making (prioritise needs)
Be accessible to all humanitarian actors
Refined Goals
Anti Goals
Fix the cluster data problem (data quality / unifying data collection)
5. We believe people who are allocating resources
have a problem getting and validating the
information they need to make decisions.
We believe we can help by building the portal with
the following information, to compare both in-camp
and out-of-camp data.
Problem Statement
6. Who are our users
Decision makers (people who have money)
● Good data to efficiently allocate resources, good data, prevent worst case
scenarios
● Behaviors: decisions by committee
What is the least amount of information needed to make
meaningful/impactful decisions?
7. What is the least amount of information
needed to make meaningful/impactful
decisions?
JMP data: joint monitoring program
Latrines
Water
Soap
By site, over time
11. MVP:
In Camp
● Demographic data
● UNHCR WASH Data
● By site and over time
Out of camp (sub-municipal)
● Demographic data
● WASH indicators
● By geography
From JMP (2 year data collection
cycles)
12. We will know we are right when:
● # Visitors to the site, repeat visitors
● Positive user feedback