Retail intelligence / three independent source populations

RetailIQ Interactive dashboard

Explore the original report’s executive, customer value, persona, affinity, Instacart, segment detail, and quality analyses with verified source metrics.

SourceOnline Retail, mall customer records, and an Instacart order sampleData viewAggregated and filterable in your browser

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.