项目作者: Abdulrahman-Adel

项目描述 :
Time Series Forecasting Using Facebook's Prophet and ARIMA
高级语言: Jupyter Notebook
项目地址: git://github.com/Abdulrahman-Adel/COVID-19.git
创建时间: 2020-07-26T04:17:57Z
项目社区:https://github.com/Abdulrahman-Adel/COVID-19

开源协议:MIT License

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COVID-19

Time Series Forecasting Using Facebook’s Prophet


Dataset

This folder contains daily time series summary tables, including confirmed, deaths and recovered. All data is read in from the daily case report. The time series tables are subject to be updated if inaccuracies are identified in our historical data. The daily reports will not be adjusted in these instances to maintain a record of raw data.

Two time series tables are for the US confirmed cases and deaths, reported at the county level. They are named time_series_covid19_confirmed_US.csv, time_series_covid19_deaths_US.csv, respectively.

Three time series tables are for the global confirmed cases, recovered cases and deaths. Australia, Canada and China are reported at the province/state level. Dependencies of the Netherlands, the UK, France and Denmark are listed under the province/state level. The US and other countries are at the country level. The tables are renamed time_series_covid19_confirmed_global.csv and time_series_covid19_deaths_global.csv, and time_series_covid19_recovered_global.csv, respectively.