def api9_detail():
country = request.args.get('country')
recovered = data.getRecovered()
recovered = recovered[recovered['Country/Region'] == country]
if len(recovered.index) == 0:
abort(404)
recovered = recovered.iloc[:,4:]
total = recovered.sum(axis=0)
labels = total.index[1:].values.tolist()
new_recovered = np.nan_to_num(total.values[1:] - total.values[:-1]).tolist()
return {
'labels': labels,
'new_recovered': new_recovered,
}
def vn_linechart02():
country = 'Vietnam'
recovered = data.getRecovered()
recovered = recovered[recovered['Country/Region'] == country]
recovered = recovered.iloc[:,4:]
recovered = recovered.sum(axis=0).values
death = data.getDeath()
death = death[death['Country/Region'] == country]
death = death.iloc[:,4:]
death = death.sum(axis=0).values
return {
'Death': np.nan_to_num(death).tolist(),
'Recovered': np.nan_to_num(recovered).tolist()
}
def api2():
confirmed = data.getConfirmed()
confirmed = pd.concat([confirmed.iloc[:,:4], confirmed.iloc[:,-1].rename('cases')], axis=1)
confirmed['country'] = confirmed.apply(lambda a: a['Country/Region'] if isinstance(a['Province/State'], float)
else a['Province/State'] +', ' + a['Country/Region'], axis=1)
recovered = data.getRecovered().iloc[:,-1].rename('recovered')
death = data.getDeath().iloc[:,-1].rename('deaths')
result = pd.concat([confirmed, recovered, death], axis=1)
result[['recovered', 'deaths']] = result[['recovered', 'deaths']].fillna(0)
result = result.rename(columns={"Lat": "lat", "Long": "lon"})
result = result.drop(['Province/State', 'Country/Region'], axis=1)
result = result.to_dict('record')
return jsonify(result)
def api4():
confirmed = data.getConfirmed()
confirmed = confirmed.iloc[:,4:]
date = confirmed.columns
confirmed = confirmed.sum(axis=0).values
recovered = data.getRecovered()
recovered = recovered.iloc[:,4:]
recovered = recovered.sum(axis=0).values
death = data.getDeath()
death = death.iloc[:,4:]
death = death.sum(axis=0).values
return {
'date': np.nan_to_num(date).tolist(),
'cases': np.nan_to_num(confirmed).tolist(),
'deaths': np.nan_to_num(death).tolist(),
'recovered': np.nan_to_num(recovered).tolist()
}
def api1():
confirmed = data.getConfirmed()
latest_confirmed = confirmed.iloc[:,-1]
total_confirmed = int(latest_confirmed.sum())
recovered = data.getRecovered()
latest_recovered = recovered.iloc[:,-1]
total_recovered = int(latest_recovered.sum())
death = data.getDeath()
latest_death = death.iloc[:,-1]
total_death = int(latest_death.sum())
death_rate = round(total_death / total_confirmed, 4)
recover_rate = round(total_recovered / total_confirmed, 4)
return {
'cases': total_confirmed,
'deaths': total_death,
'recovered': total_recovered,
'death_rate': death_rate,
'recovered_rate': recover_rate
}