zerosuum/restockiq-synthetic-retail

RestockIQ Synthetic Retail

Controlled synthetic retail workbook used to develop and evaluate the RestockIQ semifinal prototype. It is not a dataset collected from real merchants.

Dataset identity

• Internal dataset ID: demo-retail-v1
• Period: 2024-01-01 through 2024-06-30
• Stores: 5
• Suppliers: 6
• SKUs: 31
• Calendar days: 182
• Daily sales rows: 28,210
• Purchase-order rows: 549
• Workbook SHA-256: 9d13eb22b2d2a2acecc46661d4984420e8390861a3bf9c0590cae57f9f5858e0

The workbook contains six relational data tables plus three documentation sheets:

• Dim_Stores
• Dim_Products
• Dim_Suppliers
• Dim_Calendar
• Fact_Daily_Sales
• Fact_Purchase_Orders
• README
• Metode_Analisis
• Data_Dictionary

Intended use

The dataset supports controlled architecture validation for censored-demand reconstruction, probabilistic cumulative-demand forecasting, supplier-risk modeling, and cash-constrained replenishment decisions.

It is compatible with RestockIQ's frozen demo-retail-v1 path. The application's general CSV upload accepts only a constrained daily-sales schema and should not be described as universal POS ingestion.

Oracle fields and leakage discipline

The workbook contains fields that reveal the synthetic data-generating process or realized future outcomes. These are evaluation-only and must not be used as production model features, including:

• units_demanded_est
• demand_profile
• avg_daily_demand_per_store
• cash_locked_in_stock_rp
• realized supplier delivery outcomes

RestockIQ's frozen model manifest reports no Oracle fields used as features.

Privacy and provenance

The data is fully synthetic and is not intended to represent a specific merchant. It was not deliberately constructed with personal data or sensitive personal attributes.

Limitations

• Synthetic results do not establish performance on real merchants or production POS data.
• Store, SKU, supplier, demand, pricing, and inventory behavior are controlled simulator constructs.
• Evaluation results should be described as synthetic, controlled, and illustrative.
• No real-world savings, stockout reduction, revenue uplift, service-level improvement, or ROI claim follows from this workbook alone.

Files

• RestockIQ_Dataset_Sintetis.xlsx: frozen workbook
• SHA256SUMS: checksum for the workbook

No license is asserted in this card because the project team has not frozen a licensing decision.