1.
FLEXTEAM
Fighting Dengue with Data
Capstone Presentation 8 February
2020

2.
1,607
429,409
as of 21-Dec-2019
Source: World Health Organization

3.
Top 5 Regions with
highest cases,
Jan 2019 - Aug 2019
CALABARZON region is one the dengue-affected areas

4.
Where & When?

5.
Problem
How can we address delayed
reporting of dengue
surveillance data through
early prediction?

6.
Solution
A web application
that:
1. Predicts the
spread of dengue

7.
Solution
A web application
that:
1. Predicts the
spread of dengue
2. Visualizes
potential dengue
hotspot locations

8.
FLEXTEAM
Computers Mobile Browsers

9.
Before anything else..

10.
Cities with highest reported
dengue cases in
CALABARZON
CALABARZON Region is one of the dengue affected areas
Source: https://newsinfo.inquirer.net/1145624/dengue-outbreak-declared-in-cavite

11.
Official
Dengue
Reports
Google
Searches
Climate
Data
Data Sources
Mosquitoes
infect and
spread
Dengue
Sickness
and Death
occurs

12.
Our Insights

13.
2019 Highest peaks in August for Cases,
Deaths, and Google Searches

14.
Dengue Cases,
JAN 2015- AUG
2019

15.
Dengue Deaths,
JAN 2015- AUG
2019

16.
Google Searches
Jan 2015- Aug 2019

17.
Forecast Model

18.
Dengue Cases in CALABARZON

19.
Dengue Cases in CALABARZON

20.
Satellite Model

21.
Geospatial Map

22.
Geospatial Map
Vegetation

23.
Geospatial Map
Vegetation Water

24.
Geospatial Mapping
using
+ =
Stagnant
WaterVegetation Water

25.
Tools that we used :

26.
WebApp Demo

27.
Challenges

28.
Challenges
Data Poverty

29.
Challenges
Data Poverty Time Series Complexity

30.
Challenges
Data Poverty Time Series Complexity Availability of weather
data
e

31.
Challenges

32.
Challenges
Copernicus satellite
imagesAccess

33.
Impact

34.
Impact
Every week we can reduce the
lag in public health response to
CALABARZON and save:
4 1,151Lives Cases

35.
Recommendations

36.
FOR GOVE R N MENT
• Make data more accessible
• Validate hotspot locations
• Initialize targeted preventive measures

37.
• Make data more accessible
• Validate hotspot locations
• Initialize targeted preventive measures
(saving resources:)
FOR GOVE R N MENT

38.
FOR THE PUB LIC
• Use information to identify high-risk
areas for dengue

39.
FLEXTEAM
The Folks Behind Our Capstone
RACHELLE LEAH
MELENDRES
Connector
AIKO JANINE PADILLA
Scrummaster
ROXANNE BALLO
Maven

40.
https://opendata.org.ph/flex/

41.
Q & A