Abstract
MotivationMortality Tracker is an in-browser application for data wrangling, analysis, dissemination and visualization of public time series of mortality in the United States. It was developed in response to requests by epidemiologists for portable real time assessment of the effect of COVID-19 on other causes of death and all-cause mortality. This is performed by comparing 2020 real time values with observations from the same week in the previous 5 years, and by enabling the extraction of temporal snapshots of mortality series that facilitate modeling the interdependence between its causes.ResultsOur solution employs a scalable “Data Commons at Web Scale” approach that abstracts all stages of the data cycle as in-browser components. Specifically, the data wrangling computation, not just the orchestration of data retrieval, takes place in the browser, without any requirement to download or install software. This approach, where operations that would normally be computed server-side are maped to in-browser SDKs, is sometimes loosely described as Web APIs, a designation adopted here.Availability https://episphere.github.io/mortalitytracker; webcast demo: youtu.be/ZsvCe7cZzLo.
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