Covid19 Forecasting For all Cases in future using fbprophet model

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Python Package to get Covid19 Forecasting For all Cases in future

Installation

pip install covid19forecast
or in colab google cloud
!pip install covid19forecast

Usage for get first cases (confirmed,recoverd,deaths for any countery)

from covid19forecast import cases 

# country name
country='Iraq'
#path for covide19 dataset   
path_csv='covid_19_data.csv'
#name of  folder  
dir_name='Iraq'
# name of out result for all cases in new dataset 
out_csv='iraq.csv'
# what days number to forecasting for any case 
next_periods=10
# what name of dataset for all forecasting for any case
csv_name='iraq.csv'

# to get all cases for country 
all=cases.all_cases(country,path_csv,dir_name,out_csv)

# to get confirmed cases for country 
confirmed=cases.confirmed_case(country,path_csv,dir_name,out_csv)
#to get deaths  cases for country 
deaths=cases.deaths_case(country,path_csv,dir_name,out_csv)

#to get recoverd cases for country 
recoverd=cases.recoverd_case(country,path_csv,dir_name,out_csv)

Usage for get Forcasting for all cases (confirmed,recoverd,deaths for any countery)

from covid19forecast import forecast 

# to get forecasting for country confirmed case
forecast.confirmed_forecast(confirmed,next_periods,dir_name,csv_name,country)
# to get forecasting for country deaths case
forecast.deaths_forecast(deaths,next_periods,dir_name,csv_name,country)
# to get forecasting for country recoverd case
forecast.recoverd_forecast(recoverd,next_periods,dir_name,csv_name,country)

Checking

To verify the retrieved data within this library go to web site to get download new covid19 dataset

https://www.kaggle.com/sudalairajkumar/novel-corona-virus-2019-dataset

Tutorial

u can see tutorial in colab

https://colab.research.google.com/drive/12TnzM0E-oZgsrwlaQ5vYCdhsym6UDNUa