Gallery of Analysis

The visualizations of advanced processing shown below improve our understanding of pathogen and disease dynamics, and help determine risk factors. All are available on VectorDataSynergy's Pro Plan.

VectorDataSynergy Pro does not presuppose skills in statistics, modeling, programming, or GIS; the analytics require no additional software. Users just enter their data; the platform processes that data along with the third party data built in by VectorAnalytica. With just a few clicks the system then generates the visualizations illustrated on this page, Directly from the platform, In real time.

Statistical Analysis

Histogram

Dengue cases distribution in Costa Rica (2013-2016).

data source: Dengue Bulletin Costa Rica

Box Plot

Box plot of Age by Race comparison of chest pain cases in ambulatory and emergency rooms (Florida 2012).

data source: Florida Health Department

Box Plot

Mann - Whitney test to compare total charges by quarter for chest pain diagnosis in ambulatory and emergency room services (Florida 2012).

data source: Florida Health Department

Wind Rose

Intensity of wind speed distribution by wind direction.

data source: Weather underground

Multiple scale Time series plots

VectorDataSynergy Output showing vector-borne diseases cases and weather variables in with multiple scales.

Bar plot

Bar plot of 6 Countries with highest  prevalence  of Malaria cases as reported by WHO (2016).

data source: Global Health Observatory 

World Malaria Cases

Top 10 countries with more indigenous confirmed cases of malaria by country reported by  WHO (2010-2014).

data source: Global Health Observatory 

Cluster Dendrogram

Antimicrobial resistance cluster dendrogram.

PCA

Principal Component Analysis for weather variables

Map and Spatial Analysis

Heat map

Heat map of Anopheles Gambeae occurrence data in Southem of Mali.

data source: VectorMap

Point Map

Point map  with call records of mosquito causing a biting nuisance issues in Miami-Dade County (2016).

data source: 311 Service Requests Miami-Dade County

Species distribution models

Raster maps for six Species Distribution Models using 12 high resolution indices as covariates from LANDSAT 8 (August 2013): (Bioclim, Generalized linear model, Domain, Random Forest, Mahalanovich and Support Vector Machine)

SDM error measures

Six error measures to evaluate the accuracy of Maxent model using 12 LANDSAT  covariates at 30 m resolution

Ordinary Kriging Map

Ordinary Kriging map of chest pain cases in Emergency and Ambulatory admissions in Florida (2012).

data source: Florida Department of Heath

Choropleth map

Normalized call index distribution by census block.  Compiled from call requests in Miami-Dade county (2016)about "mosquitoes causing a biting nuisance." 

data source: 311 Service Requests Miami-Dade County and Census of Florida 2010

Multivariate map

Multivariate map of total dengue cases presented, confirmed by laboratory, and fatal cases in Municipality of San Juan Puerto Rico (April 2013).

data source: Weekly report of dengue in PR

Cluster map

Florida cluster of contaminants by gas and oil in 2012 as reported by Environmental agency. 

Risk map

Haiti Sud Department vulnerability map, developed by VectorAnalytica for Global Resilience System in 2016.

data source: Global Resilience System

Interactive vulnerability map

Interactive map of Southern Peninsula of Haiti's vulnerability, developed by VectorAnalytica for Global Resilience System in 2016.

data source: Global Resilience System

Buffer map

Buffer map of San Juan health region in Puerto Rico of confirmed  cases of dengue in April 2013 with 500m influence radius.

data source: Weekly report of dengue in PR, 2010 Florida Census

Heat Map

Heat Map of historical occurrence of Aedes albopictus in Philadelphia / USA 2013.

data source: VectorMap

Species Distribution Model

High resolution indices contribution in Maxent Model of Anopheles Gambeae distribution in Southern Mali/ Africa 2013

Maxent Model of Anopheles Gambeae occurrence data in Southern Mali, using 12 high resolution indices as covariates from LANDSAT  8 in August 2013.

Simulations and Forecasting

Time series forecasting

Dengue Forecasting Model presented by VectorAnalytica at the White House (Washington, DC, September 2015).

data source: Dengue Forecasting Competition/USA 2015

Interactive Time series forecasting

VectorAnalytica dengue forecasting model for dengue cases in CostaRica (2012 to 2017).

data source: Dengue bulletin of Costa Rica

A Surveillance System... a Box

This short video walks viewers through each of the steps with which you ca create a Mosquito Surveillance System, in a box:

  1. Create your own data entry mobile app
  2. Design and build customized query form
  3. Capture data with the app query form you just created
  4. Upload data to cloud for analysis by the platform's built-in descriptive, predictive, and prescriptive analytics 
  5. Display statistical, risk assessment and forecast visualizations
  6. Early warning system informs timely interventions at the local level 
  7. Issue alert notifications
  8. Deploy Resource Locator to assist with crisis management if necessary

 

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