Local Chapter Nairobi, Kenya Chapter
Coordinated byKenya ,
Status: Completed
Project Duration: 04 Aug 2023 - 15 Sep 2023
Kenya has an extensive road network that serves as a vital transportation infrastructure for both urban and rural areas. The country’s road network consists of national highways, major roads, secondary roads, and rural access roads. The road network plays a crucial role in facilitating the movement of people, goods, and services across the country.
Road accidents are a significant public safety concern in Kenya, leading to loss of lives, injuries, and economic costs. These have an effect on society when the sole breadwinner loses their life or is unable to work due to injuries, leaving the family vulnerable to hunger and poverty. Understanding the factors contributing to accidents, identifying accident-prone areas (hotspots), and predicting accident severity can play a crucial role in improving road safety measures and preventing economic impacts on society.
Week 1
Understanding the problem and the objectives of the project.
Week 2
Data Collection
Week 3
Data Preprocessing
Week 4
Exploratory Data Analysis
Week 5
Hotspot Identification
Week 6
Accident Severity Modelling
Week 7
Dashboard Development
Week 8
Project Completion
Enhance Problem-Solving Skills. Learn data manipulation techniques. Learn ML modelling techniques. Learn web development.