Data Detective: The Missing Shipment

Data Detective: Missing Shipment là interactive mystery game: investigate logistics company cargo disappearance using real data science techniques. You analyze: shipping manifests (SQL queries), GPS tracking logs (geospatial analysis), warehouse inventory (reconciliation), employee records (patterns), financial transactions (anomaly detection). Clues hidden in data: timestamps inconsistencies, route deviations, suspicious correlations.

Game teach: data cleaning (handle missing values, outliers), exploratory analysis (visualize distributions, spot anomalies), hypothesis testing (is this statistically significant?), storytelling (present findings convincingly). Tools: SQL (join tables, filter records), Python pandas (data manipulation), Tableau (interactive dashboards), statistics (regression, correlation). Progressive difficulty: simple queries → complex joins → predictive modeling.

Real forensics techniques: Benford Law (detect fake data), network analysis (connection patterns), time series anomalies. Learn critical thinking: distinguish correlation vs causation, consider alternative explanations, seek disconfirming evidence. Phù hợp aspiring data analysts, business intelligence students, anyone loving mysteries + data!