Ahmed Atia Rezk's repositories
radar-chart-saudi-accidents
Analysis of traffic accidents causes per province in Saudi Arabia in 2017-2018. Original data fetched from Saudi Open Data Portal.
spatial-demographics-accidents-saudi
Analysis of spatio demographic dimensions of traffic accidents in Saudi Arabia in 2018-2019.
Spatio-temporal-hotspot-detection
Detection of spatio temporal hotspots of traffic accidents in Saudi Arabia for the years 2015 to 2018. The data is aggregated nonetheless using Hijri calendar years 1437, 1438, 1439. Each Hijri year consists of 12 months and approx. 355 days.
spatio_temporal_analysis_interactive_maps
Spatio-temporal hotspot analysis of traffic accidents in Saudi Arabia. The analysis is conducted using Python PySAL library on traffic accidents data from the years 2015 to 2018. The results are presented using Plotly library.
time-series-traffic-accidents-saudi
Time series analysis of monthly traffic accidents casualties in Saudi Arabia through the years 2015 to 2018. The time series is however analyzed based on the Hijri lunar calendar years 1437, 1438, 1439.
geo-connections-map
Creation of a geographic connections map using python libraries
google-scholar-scrapper
a code scraps the first 10 pages of google scholar search and exports an csv file with article names, authors and year
masters_dissertation
Work notebooks and data used for the master dissertation
spatial-autocorrelation-cholera-tanzania
Exploring the spatial autocorrelation of cholera incidence in Dar es Salaam, Tanzania
Travel-time-calculator-to-hospitals
Calculating the travel time to cholera treatment centers in Dar es Salaam, Tanzania. There were several issues with dataset cleanliness and adequacy for analysis.