Created
April 20, 2020 23:13
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import pandas as pd | |
url_confirmed = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_US.csv' | |
url_deaths = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_deaths_US.csv' | |
url_tests = 'https://covidtracking.com/api/v1/states/daily.csv' | |
confirmed = pd.read_csv(url_confirmed) | |
deaths = pd.read_csv(url_deaths) | |
tests = pd.read_csv(url_tests) | |
tests['date'] = pd.to_datetime( | |
tests['date'], format='%Y%m%d').dt.strftime("%m/%d/%y") | |
states = [ | |
# ['al', 'AL', 'Alabama'], | |
# ['ga', 'GA', 'Georgia'], | |
['ms', 'MS', 'Mississippi'], | |
# ['sc', 'SC', 'South Carolina'] | |
] | |
for state in states: | |
state_lowercase = state[0] | |
state_uppercase = state[1] | |
state_name = state[2] | |
print(state_lowercase, state_uppercase, state_name) | |
print('==========') | |
# st_confimed = state_lowercase + "_confirmed" | |
state_confimed = confirmed.loc[confirmed['Province_State'] | |
== state_name].reset_index() | |
state_deaths = deaths.loc[deaths['Province_State'] | |
== state_name].reset_index() | |
state_tests = tests.loc[tests['state'] == state_uppercase].reset_index() | |
state_confimed = state_confimed.drop(['index'], axis=1) | |
state_deaths = state_deaths.drop(['index'], axis=1) | |
state_tests = state_tests.drop(['index'], axis=1) | |
print(state_name + 'Confirmed') | |
print(state_confimed) | |
print('--------------') | |
print(state_name + 'Deaths') | |
print(state_deaths) | |
print('--------------') | |
print(state_name + 'Tests') | |
print(state_tests) | |
state_lowercase_col_list = [] |
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