Exploratory & Inferential Analytics of a Fleet Management Operation

This report shows the progress made towards constructing a predictive word model.

* Average Price: Ground Beef, 100% Beef in U.S. City Average Price: * Average Price: Uncooked Beef Steaks per Pound in U.S. City * Average Price: Fresh Whole Chicken per Pound in U.S. City Average * Average Price: Coffee, 100%, Ground Roast, per Pound in U.S. City * Average Price: Eggs, Grade A, Large per Dozen in U.S. City Average * Average Price: Flour, White, All Purpose per Pound in U.S. City * Average Price: Bread in U.S. City Average

An exploration of two weather stations in Siberia at a similar latitude.

DA II Case Study 1 — Exploratory and Inferential Analytics, Lagos Business School MMBA 2026

Final report

This report presents a comprehensive analysis of website traffic and user behavior using a dataset of 2,000 user sessions. Key metrics include page views, session duration, bounce rate, time on page, previous visits, conversion rate, and traffic source (direct, organic, paid, referral, and social). The analysis covers data quality assessment, traffic source performance comparison, engagement metrics relationships, statistical testing (t-test, ANOVA, and regression), and visualizations (bar charts, scatter plots, histograms, boxplots, correlation matrix, and ECDF). Findings identify organic as the top traffic source by volume, referral as the most engaging by session duration, and repeat visitors as significantly higher converters. The report concludes with outlier detection and a multi-metric comparison across traffic sources.