Monthly Challenge – Sofia Air – Team Yagoda – Solution

Posted 13 CommentsPosted in Datathons Solutions

Business understanding A vibrant and dynamic lifestyle of a big city leads to a necessity its citizens to deal with  particular drawbacks. In case with the capital of Bulgaria – Sofia, unsatisfactory air quality level has become one of the most discussed topics not only among local environmental agencies but even among European regulatory intuitions: the European […]

Monthly Challenge – Sofia Air – Solution – Banana

Posted 11 CommentsPosted in Prediction systems

Business Understanding Air pollution is one of the major global topics in every part of the modern life – politics, ecology, social responsibility etc. In the last few years it became a major topic for Bulgaria and especially for Sofia. It is a well – known fact that our capital’s air is rather polluted. The […]

The pumpkins

Posted 10 CommentsPosted in Datathons Solutions

1. Business Understanding Particulate matter is considered the air pollutant of most significant concern to the health of the urban population. Researches have shown that exposure to PM can lead to increased days lost from work or school, emergency room visits, hospital stays, and deaths. Both short and long-term exposures to PM can lead to […]

Monthly Challenge – Sofia Air – Solution -[Dirty Minds]

Posted 11 CommentsPosted in Prediction systems

Introduction We were at the opening of the Datatohn 2018 with bated breath. The Case of Telelink is a real challenge to solve one of the most important problems of modern society in the urban areas. Foreknowledge of areas with polluted air would allow many people to take preventive measures and protect themselves from negative […]

Sofia Air Case

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Air pollution is one of the most serious problems in the world. To counter the problem, precautious measurements should be met.

The main objectives to the Sofia Air case were to predict the air pollution in Sofia, Bulgaria for the next 24 hour period and to predict the chance of exceedance of 50 µg/m3 average for the day (EU air quality limit).

Monthly Challenge – Sofia Air – Solution – Kiwi Team

Posted 14 CommentsPosted in Datathons Solutions

 I. Business understanding The fast-paced modern lifestyle has dramatic effect on the quality of life. Bulgaria is an example of a developing country that is not yet self-sustainable. Due to a variety of factors there are frequent cases of air pollution. Open areas often experience more winds and are therefore more likely to have better […]