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COVID: The IMPACTful approach (Data source exploration (COVID geotagged…
COVID: The IMPACTful approach
Data source exploration
COVID geotagged data
Twitter Hashtag spread
parsing news articles
Pre existiing datasets (Primary WHO dataset)
Traffic
Google
Department Of Transport
Smallsat data (Vehicle detection)
Regions of interest
Census Data
Defining Goals
Identify levels of awareness wrt regions
(IP) Contrails of aircrafts and ships
Effects of COVID wrt traffic
Environmental Effects
Air pollution
PM2.5
Inland water pollution using smallsat
(IP) Urban Heat Islands
Extrapolate effectiveness of awareness based on traffic
Visualization
Map
Animation through time
Interactive, with information
Knowledge Extraction
ML Algorithms
Image Localization
Regressions
Correlation between data sources
Time Series Exploration, Delta Maps