COVID-19 scientific resources

Since the emergence of the new coronavirus (COVID-19) in December 2019, we have adopted a policy of immediately sharing research findings on the developing pandemic. This page provides access to code, data and tools developed by the Imperial College COVID-19 Response Team.



Data scenarios (Report 12)

Rounding out the top-performing sectors of 2014 was an unlikely pair: tech (+16%) and consumer staples (+13.2%)—the most aggressive and most defensive areas of the market, running side-by-side toward the finish line, with confounded spectators struggling to concoct a narrative for this. Why would the least cyclical sectors—healthcare, staples and utilities—lead the markets in a year in which unemployment plummeted and GDP growth gained momentum? Much to the chagrin of the pundit class, sometimes there are no satisfying answers. To quote Kurt Vonnegut:

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