At the beginning of this year, the pandemic occurred and the government announced a lockdown. I wondered about the fluctuation of oil price because of the pandemic. I also want to forecast the oil price at the end of this year. So, scraped over 25 years economic indicators and crude oil prices and tried time series data related algorithms to forecast. I expect that the price of oil will have 18% upside in the end of 2020.