Analytics Application — Unit 2 | Customer Behavior and Sales Analysis
1. Upload Customer Transaction CSV
No dataset loaded. Upload customer_transactions_clean.csv to begin.
Total Sales
₱0.00
Transactions
0
Customers
0
Average Transaction
₱0.00
Sales by Product
Sales by Category
Sales by Branch
Sales by Channel
Customer Segment Distribution
Top 10 Customers by Spending
Customer Summary
Top 25 customers in the current filter selection.
Customer ID
Transactions
Total Spending
Average Transaction
Segment
Data Preview
First 10 records from the current filtered dataset.
Teaching prompt: Identify at least two patterns in the dashboard, explain what they mean,
and recommend one business action supported by the evidence. Consider data quality, privacy,
confidentiality, fairness, and GEDSI when interpreting customer analytics.