AIHackCovid

This is a repository to share the code and results of Team_3 in AICovidHack 2021.

Installation

1. The code is written Python 3. So, make sure that you have installed Python 3 on your system.

2. Clone the repo

   git clone https://github.com/abst0603/AIHackCovid.git

3. Change your directory to our directory

   cd AIHackCovid

4. Install requirements

   pip install -r requirements.txt

Run the code

Our code has to main parts and for running each of them you should run different scripts.

Society-related analysis

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:

1. Go to the CountriesAnalysis folder

   cd CountriesAnalysis

2. Open countries_analysis.ipynb using Jupyter Notebook.

Time-series analysis

For this part, we provide a time-series analysis over the OxCGRT dataset using Prophet algorithm. To run the code:

1. Go to the TimeSeriesPrediction folder

   cd TimeSeriesPrediction

2. To see the result and plots for each country, you should run timeseries_infectionrate_[CountryName].py using Python 3.