Author: ana-maria

Datathon Air Sofia Solution – Telelink Televised by Teleloonies

Posted ana-maria, anie, hristogg, kalinkata, izabellataskova Mentors: boryana, pepe, junior, paspaldzhiev, ekaterinamarina4 CommentsPosted in Datathons Solutions

Techonnology and methods used: R – plyr, dplyr, tidyverse, stringr, data.table, geohash, ggmap, maps, robustbase, geosphere, pracma, Hmisc, ggplot2, tidyquant, reshape2, pastecs Python – s3fs, pandas, numpy, matplotlib, plotly, geohash2, folium, geopy OLS Regression, Ridge Regression, Decision Trees Introduction Air pollution beyond the norms is a common problem in many locations. Examining the causes behind and being able to predict […]

Datathon – Sofia Air 2.0 – Solution – Wonder Gang: Articles on Particles

Posted izabellataskova, kameliak, anie, ana-maria, izabellataskova5 CommentsPosted in Datathons Solutions

Techonnology and methods used: R – tidyverse, lubridate, snakecase, sp, raster, spData, sf, leaflet, mapview, ggplot2, shiny, maps, devtools, geojsonio, rgdal, leaflet.esri, leaflet.extras Python – s3fs, pandas, numpy, matplotlib, plotly 1. Business Understanding Air pollution beyond the norms is a common problem in many locations. Examining the causes behind and being able to predict it would help control and reduce pollution, facilitate solving environmental issues and providing a better life to citizens. Air […]