Using Data Manipulation, Cleaning and Visualization Techniques on Recall Dataset from NHTSA

In this script various data analysis techniques used to analize data on recalls about motor vehicles and equipment. This dataset gathered from National Highway Traffic Safety Administration (NHTSA) and it can be accessed from here.

About the Dataset

The dataset includes recall information related to specific NHTSA campaigns. The dataset has 4 different recall type: tires, vehicles, car seats, and equipment. The earliest campaign data is from 1966. The dataset gathered on 4th September 2021.

Table of Contents

1. Data Cleaning
2. Recall and Potentially Affected Count by Each Year
3. Recall and Potentially Affected Count by Manufacturer
4. Potentially Affected Count by Component