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Customer value / retention and repeat purchase
ShopLens Analytics Interactive dashboard
Track retained transaction value, then explore the project’s snapshot RFM, inactivity, and cohort definitions.
SourceUCI Online Retail II, workbook copyData viewAggregated and filterable in your browser
Preparing the dashboard from summarized data.
Methodology and source limits
Dashboard calculations use the project’s documented cleaning rules where they are reproducible. The accompanying quality panel and reporting files list exclusions, saved-output differences, missing values, and scope limits. Browser datasets contain aggregates or minimized analytical records. Source identifiers, customer and application IDs, descriptions and staff resources are omitted.