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This repository was archived by the owner on Mar 25, 2021. It is now read-only.
These include both novel signals that we have collected and analyzed ourselves,
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such as our symptom survey [distributed by Facebook](https://delphi.cmu.edu/blog/2020/08/26/covid-19-symptom-surveys-through-facebook/)
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to its users, [Google's symptom survey](https://delphi.cmu.edu/blog/2020/09/18/covid-19-symptom-surveys-through-google/) whose results are delivered to us,
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such as our symptom survey distributed by Facebook
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to its users, Google's symptom survey whose results are delivered to us,
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the percentage of doctor's visits due to COVID-like illness,
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and results from Quidel's antigen tests;
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and also existing signals, such as the confirmed case counts
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and deaths reported by USA Facts and Johns Hopkins University.
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The COVIDcast API freely provides researchers and decision-makers
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with the data they need to conduct their work, and
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is conveniently accessible via easy-to-use [Python](https://cmu-delphi.github.io/covidcast/covidcast-py/html/)
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and [R](https://cmu-delphi.github.io/covidcast/covidcastR/) packages.
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