uvcorona

This is data analytic of relationship between COVID-19 pandemic growth, UV index, and pollution

From paper : https://www.medrxiv.org/content/10.1101/2020.04.30.20086983v1

Medium : https://medium.com/@cbasemaster/uv-light-influences-covid-19-activity-in-the-world-trade-offs-between-northern-subtropical-60395ddced32 and https://medium.com/@cbasemaster/uv-and-pollution-their-relation-to-covid-19-growth-and-its-prediction-eb286a36000a

Before running each file, please download dataset and save in data folder:

Covid-19 pandemic growth:

https://github.com/datasets/covid-19/tree/master/data

UV index mean daily:

http://www.temis.nl/uvradiation/UVarchive/stations_uv.html

historical air pollution data :

https://aqicn.org/data-platform/register/

Please run files in this order:

run uv_read, run corona.py, run air quality.py

Please modify, predict and dig more fruitful knowledge, data mining as you wish

If you find helpful, please cite this paper :

UV light influences covid-19 activity through big data: trade offs between northern subtropical, tropical, and southern subtropical countries
Novanto Yudistira, Sutiman Bambang Sumitro, Alberth Nahas, Nelly Florida Riama
medRxiv 2020.04.30.20086983;  <br />doi: https://doi.org/10.1101/2020.04.30.20086983