This is a repository to share the code and results of Team_3 in AICovidHack 2021.
-
The code is written
Python 3
. So, make sure that you have installedPython 3
on your system. -
Clone the repo
git clone https://github.com/abst0603/AIHackCovid.git
-
Change your directory to our directory
cd AIHackCovid
-
Install requirements
pip install -r requirements.txt
Our code has to main parts and for running each of them you should run different scripts.
For this section we performed a statistical analysis evaluate the impact of society-related characteristics of countries on the outbreak of COVID-19 using OWID dataset. To run the code:
-
Go to the
CountriesAnalysis
foldercd CountriesAnalysis
-
Open
countries_analysis.ipynb
using Jupyter Notebook.
For this part, we provide a time-series analysis over the OxCGRT dataset using Prophet algorithm. To run the code:
-
Go to the
TimeSeriesPrediction
foldercd TimeSeriesPrediction
-
To see the result and plots for each country, you should run
timeseries_infectionrate_[CountryName].py
using Python 3.