Road Traffic Accident Dataset of Addis Ababa City

This data set is collected from Addis Ababa Sub city police departments. The data set has been prepared from manual records of road traffic accident of the year 2017-20. All the sensitive information has been excluded during data encoding and finally it has 32 features and 12316 instances of the accident. Then it is preprocessed and for identification of major causes of the accident by analyzing it using different machine learning classification algorithms. RTA Dataset.csv is the dataset before preprocessing and cleaned.csv is the preprocessed dataset.本数据集采集自亚的斯亚贝巴市各分区警察局，其数据来源于2017至2020年的道路交通事故（Road Traffic Accident, RTA）手动记录档案。在数据编码阶段已剔除所有敏感信息，最终形成包含32个特征、12316条交通事故样本的数据集。随后对该数据集开展预处理工作，并通过多种机器学习分类算法进行分析，以识别引发交通事故的主要诱因。其中，RTA Dataset.csv为预处理前的原始数据集，cleaned.csv为完成预处理后的清洗数据集。

搜集汇总

背景与挑战

背景概述

该数据集是亚的斯亚贝巴市2017-2020年的道路交通事故记录，包含32个特征和12316起事故实例，已去除敏感信息并经过预处理，旨在通过机器学习算法分析事故主要原因。