
Mohammed B
Data Analyst
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Portfolio
Werkervaring
E-Commerce Data Analysis & UX Report
Fiverr • Freelance
Apr 2026 - Present • 3 mos
• Designed and delivered a full end-to-end data analysis report on an e-commerce store dataset (205 rows, 7 columns), covering sales performance, customer behavior, and satisfaction metrics. • Applied rigorous data cleaning: removed 5 duplicate rows, imputed missing prices using the Mean, ratings using the Median, payment methods using the Mode, and handled MNAR values to ensure unbiased results. • Performed Student's T-test at a 95% confidence level (P = 0.7) to evaluate whether payment method influenced customer ratings — ruling out payment gateway as a root cause of low satisfaction. • Identified Electronics as the top revenue category (23%+ of total turnover) and Direct Deposit as the dominant payment channel (39%), providing actionable strategic recommendations to drive ROI. • Produced professional data visualizations (bar charts, pie charts, satisfaction distribution) using Matplotlib and Seaborn, and compiled findings into a structured, executive-ready PDF report.