According to data from the National Bureau of Statistics (NBS), between Q1 2021 and Q3 2023, there were a staggering 35,000 reported cases of road traffic accidents. These incidents resulted in 16,000 fatalities and over 8,000 fatal cases, painting a bleak picture of road safety in the country. Tragically, more than 1,000 children were among those killed.
The staggering number of fatalities and incidents piqued my curiosity, prompting me to take a deep dive into the underlying statistics. I was determined to understand why so many deaths were occurring on Nigerian roads. Through this exploration, I uncovered the critical factors contributing to this crisis and the areas that desperately need attention.
METHODOLOGY
Data Collection
Source: The data used in this analysis was sourced from the National Bureau of Statistics (NBS) database. This ensures the data is reliable and comprehensive.
Time Frame: The data was collected for the periods from Q1 to Q4 of 2021, Q1 to Q4 of 2022, and Q1 to Q3 of 2023. This time frame provides a broad overview of road traffic accidents over nearly three years.
Quarterly Aggregation: The data from each quarter (Q1, Q2, Q3, and Q4) of the years 2021 and 2022, and from Q1 to Q3 of 2023, was aggregated to provide a consolidated view of road traffic accidents over these periods.
Categorization: Data was categorized by several key metrics, including: the total number of accidents, total fatalities, number of fatal cases, number of children killed, types of vehicles involved, geographical distribution of accidents, etc
Data Cleaning
I ensured that all data entries were complete and free from significant errors or inconsistencies.
Any duplicate record was removed to avoid skewing the analysis
All data formats, vehicle types and geographical locations were standardized to ensure uniformity across the dataset.
All relevant numerical data were converted into consistent units of measurement.
Missing data points were addressed by either imputing values based on trends or excluding incomplete records where appropriate.
Data Visualization
Power BI Utilization: Power BI was used to create interactive and visually appealing dashboards that present the data in an easy-to-understand format.
Dashboard Elements: The dashboards included various elements such as bar charts, pie charts, and maps to represent data on: total accidents and fatalities over the specified periods, breakdown of accidents by vehicle type, regional distribution of accidents, common causes of accidents.
Interactive Features: Filters and slicers were incorporated to allow users to interact with the data, such as viewing specific, years or states.
Custom Visualizations: Custom visuals were utilized to highlight data points and trends. Visuals used include Cards, Line graph and Bar chart.
FINDINGS AND RECOMMENDATIONS
Cases and Casualties
Total Cases: 35,000
Fatal Cases: 8,492
Serious Cases: 22,000
Minor Cases: 5,566
Casualties by Demographics
Male Adults: 13,000 Deaths
Female Adults: 2640 Deaths
Male Children: 543 Deaths
Female Children: 528 Deaths
Top 5 States by Casualties:
Kaduna: over 10,000
Ogun: over 8,000
FCT: over 8,000
Niger: over 6,000
Nasarawa: over 6,000
Top 5 Causes of Road Traffic Accidents
Speeding
Tyre Bust
Traffic Light Violation
Wrongful Overtaking
Dangerous Driving
Trends in Vehicle Incidents
Cars are the leading vehicle type involved in road traffic accidents with over 17,000 incidents
Motorcycles are the second leading vehicle type involved in road traffic incidents with over 12,000 incidents
Buses are the third highest vehicle type involved in road traffic incidents with over 9,000 incidents.
Cleaned dataset in Excel
Power Query Editor: choosing required columns for visualization
Using the first row as Column Headers
Matching data type to values
Dashboard