Visual analytics of mobility network changes observed using mobile phone data during COVID-19 pandemic
Feb 8, 2023·,,
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0 min read
Mohammad Forghani
Christophe Claramunt
Farid Karimipour
Dr. Georg Heiler
Relative change of mean radius of gyration (ROG) for week of March 2nd and week of March 23rd measured at postcode level.Abstract
The limited exchange between human communities is a key factor in preventing the spread of COVID-19. This paper introduces a digital framework that combines an integration of real mobility data at the country scale with a series of modeling techniques and visual capabilities that highlight mobility patterns before and during the pandemic. The findings not only significantly exhibit mobility trends and different degrees of similarities at regional and local levels but also provide potential insight into the emergence of a pandemic on human behavior patterns and their likely socio-economic impacts.
Type
Publication
VISUAL ANALYTICS OF MOBILITY NETWORK CHANGES OBSERVED USING MOBILE PHONE DATA DURING COVID-19 PANDEMIC
Authors
senior data expert
Georg is a Senior data expert at Magenta and a ML-ops engineer at ASCII.
He is solving challenges with data. His interests include geospatial graphs
and time series. Georg transitions the data platform of Magenta to the cloud
and is handling large scale multi-modal ML-ops challenges at ASCII.