# Installing covidcast !pip install covidcast

from datetime import date import covidcast

covidcast.name_to_fips(["Los Angeles", "Santa Barbara", "Orange"])

covidcast.fips_to_name(["06059", "42003"])

ca_counties_dict = covidcast.fips_to_name("^06.*", ties_method="all")[0] print(ca_counties_dict)

facts_df = covidcast.signal("usa-facts", "confirmed_incidence_num", date(2020, 5, 1), date(2020, 6, 30), geo_type="state", geo_values=["ca", "ny", "tx"]) facts_df

visits_df = covidcast.signal("doctor-visits", "smoothed_cli", date(2020, 5, 1), date(2020, 6, 30), geo_type="state", geo_values=["ca", "ny", "tx"]) visits_df

covidcast.aggregate_signals([facts_df, visits_df])