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99To access Delphi Epidata programmatically, we recommend our client libraries:
1010
1111- R: [ epidatr] ( https://cmu-delphi.github.io/epidatr/ ) ,
12- - Python: [ epidatpy] ( https://github.com/ cmu-delphi/epidatpy ) and [ delphi-epidata] ( https://pypi.org/project/delphi-epidata/ ) ,
12+ - Python: [ epidatpy] ( https://cmu-delphi.github.io /epidatpy/ ) (recommended ) and [ delphi-epidata] ( https://pypi.org/project/delphi-epidata/ ) ,
1313- Javascript: [ delphi-epidata] ( https://github.com/cmu-delphi/delphi-epidata/blob/master/src/client/delphi_epidata.js ) .
1414
1515For anyone looking for COVIDCast data, please visit our [ COVIDCast API Client Libraries] ( covidcast_clients.md ) .
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99To access COVIDcast data, we recommend using the following client libraries:
1010
1111- R: [ epidatr] ( https://cmu-delphi.github.io/epidatr/ )
12- - Python: [ epidatpy] ( https://github.com/ cmu-delphi/epidatpy ) and [ delphi-epidata] ( https://pypi.org/project/delphi-epidata/ ) ,
12+ - Python: [ epidatpy] ( https://cmu-delphi.github.io /epidatpy/ ) (recommended ) and [ delphi-epidata] ( https://pypi.org/project/delphi-epidata/ ) ,
1313
1414These packages provide a convenient way to obtain COVIDcast data as a data frame
1515ready to be used in further analyses and provide convenient mapping and analysis
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