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Customer Financial Profile Analysis
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Road Safety Analysis | Python, SQL & Power BI
Developed an end-to-end road safety analytics project to help authorities understand accident patterns, identify high-risk areas, and make informed decisions about road safety interventions.
The project involved cleaning and preparing road accident data using Python and Pandas, followed by SQL-based exploratory analysis to investigate accident trends, casualty figures, severity distributions, and geographical patterns.
Using Power BI, I transformed the findings into an interactive dashboard featuring key performance indicators and visualisations that provide an overview of accident activity, highlight trends over time, and reveal differences in accident occurrence across districts and locations.
The analysis also explored accident severity in relation to road types, weather conditions, lighting, and road surface conditions.
Tools used: Python, Pandas, SQL, Power BI.
Project deliverable: An interactive Power BI dashboard supported by data cleaning, transformation, and SQL analysis.
The objective was to turn raw accident data into clear, meaningful insights that can support evidence-based road safety planning and resource prioritisation.
We create eye-catching advertising banners and professional marketing visuals that help businesses attract customers and strengthen their brand presence. We also build smart automation solutions for WhatsApp, email, lead generation, and customer management to save time and grow your business.
I am calling this the "Mistake post".
Wait. Did I post this by mistake?....
No, I promise. This is a bookkeeping post about the mistakes that quietly cost business owners money. There are many, so I will take one mistake at a time. This post is only about Mistake 1.
Mistake 1: Mixing personal and business spending One coffee here, one grocery bill there, and by the end of the month nobody knows whose money was spent. Yes, that coffee was a "business meeting". With yourself.
It looks small. It is not. Here is what it quietly does to your business:
Your profit becomes wrong. Personal costs sit inside business expenses, so the numbers do not show how the business is really performing.
Your bank reconciliation becomes slow. Every personal payment needs an explanation before your books can match the bank statement.
Your tax work becomes harder. When costs are mixed, it is difficult to prove which expenses truly belong to the business.
You lose clarity. You cannot tell how much the business earned and how much you took out for yourself.
Check your statement once a week. Small habit. Clean books. Much less stress at year end.
Mistake 2 is coming in the next post, so follow along so you do not miss it.
