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SAMPLE Synthetic Retail Transactions (Worldwide) — Zero-PII, ML-Ready CSV/Parquet for AOV, ...

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Databricks2025-09-16 收录
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https://marketplace.databricks.com/details/eb5dcb9f-7dda-4808-a829-e8f38de56a10/Zalingo-AI_SAMPLE-Synthetic-Retail-Transactions-(Worldwide)-—-Zero-PII,-ML-Ready-CSV/Parquet-for-AOV,-
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## What this is A privacy-safe **synthetic retail transactions** dataset with realistic baskets and prices, **zero PII**, and production-style schema so you can unblock **AOV/CLV/demand/promo POCs** immediately. ## What you get - Line-item transactions with quantity, unit_price, discount, location, timestamp - Derived metric: total_value per line/basket - Formats: CSV and Parquet - Docs: data dictionary + daily manifest; optional locked schema - Delivery: secure S3 link or private share (Snowflake/Databricks/BigQuery) on request ## Why synthetic? - **Zero PII** and GDPR-friendly experimentation - Start modeling **today** while prod access is pending - Stable distributions for benchmarking algorithms and pipelines ## Known limits - Not a drop-in replacement for your production POS/e-com telemetry - Aggregate patterns approximate real-world behaviour; individual rows are synthetic ## Sample (2,000 rows) We include a **2,000-row CSV** that mirrors the production schema (nulls 0% across sample columns; unique `transaction_id`; ISO8601 timestamps). Add your own summary stats (AOV, discount rate, category mix) if desired. ## Support & customizations Need region/category mixes, holiday uplift, or promo elasticity scenarios? We can generate tailored cohorts and refresh cadences.
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Zalingo AI
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