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feat: v2.0.0 real data - data_dictionary.md
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Data Dictionary — Temu E-commerce Pricing & SKU Variant Dataset

Version: 2.0.0 | Provider: Octoparse Managed Data Service


Table: products.parquet

One row per Temu product listing (SPU). Contains product-level metadata. 85 rows.

Field Type Example Business Context
spu_id string "606068486800016" Temu's Standard Product Unit ID. Use as join key with skus.parquet. Stored as string to prevent int64 overflow.
product_url string "https://m.temu.com/product-g-606068486800016.html" Canonical mobile URL. Append to any Temu domain for desktop.
is_on_sale boolean True Whether the product is currently purchasable. All 85 products in this sample are active.
not_on_sale_reason string "Unavailable for purchase" Only populated when is_on_sale=False. Null for all active products.
goods_property_summary string "Material:Polyester;Style:Casual;Season:Summer" Semicolon-delimited key:value property bag. Keys vary widely across products (~178 unique keys). Useful for taxonomy building. Parse defensively (typos present, e.g. "Seasoon").

Table: skus.parquet

One row per SKU (product variant). Foreign key spu_id joins to products.parquet. 382 rows, avg 4.5 SKUs per product.

Field Type Example Business Context
sku_id string "17592356187455" Temu's variant-level ID. Unique per color/size/style combination.
spu_id string "606068486800016" FK → products.spu_id.
sku_main_pic string "https://aimg.kwcdn.com/..." CDN URL for the SKU's primary image. URLs are static (not signed). Use for visual product matching or multimodal AI pipelines.
sku_original_price float64 12.99 Strikethrough list price in USD. Null for ~69% of SKUs — Temu only renders this when actively showing a "was/now" comparison. Absence ≠ no discount; it means Temu isn't surfacing the comparison at this moment.
sku_discounted_price float64 4.89 Current selling price in USD at scrape time. Range: $2.14 – $219.72.
discount_pct float64 0.6235 Computed: (original − discounted) / original. Only populated when both prices present (120/382 SKUs). Use log1p transform for modeling.
sale_attr_color string "Black" Color variant label. May bundle quantity (e.g. "Red Rose Vine - 3pcs").
sale_attr_size string "6.5-7" Size variant. Format varies: numeric (8), range (6.5-7), children's age (3-4Y), clothing (XL). Normalize before comparison.
sale_attr_quantity string "1pc" Quantity or bundle label. Highly variable — ranges from "1pc" to full product descriptions. Not reliably machine-parseable as numeric.
sale_attr_capacity string "500ml" Volume/storage capacity. Sparse (<1% populated).
sale_attr_model string "Standard" Product model variant. Sparse (~2% populated).
sale_attr_style string "Modern" Style variant. Sparse (~1% populated).
sale_attr_compatible_model string "iPhone 15" Device compatibility for accessories. Sparse (~1% populated).
sale_property_summary string "Color:Black|Size:XL" Pipe-delimited summary of all non-null sale_attr_* values for this SKU. Prefer this over individual columns for display or search.

Derived Metrics (compute on demand)

Metric Formula Use Case
Discount Rate discount_pct (precomputed) Price competitiveness signal
SKU Count per Product COUNT(sku_id) GROUP BY spu_id Variant complexity scoring
Price Spread per Product MAX(sku_discounted_price) - MIN(sku_discounted_price) GROUP BY spu_id Dynamic pricing range per SKU matrix
Has Strikethrough Price sku_original_price.notna() Promotion detection filter

Key Data Limitations

Issue Detail
sku_original_price sparsity 68.6% null — Temu algorithmically controls when strikethrough prices are shown
sale_attr_* mutual exclusivity Each SKU uses at most 1–2 of 7 attribute columns; remaining are null
Price is a snapshot No historical cadence in this sample — prices change frequently on Temu
goods_property_summary key inconsistency ~178 unique keys, some duplicated under different spellings

Generated by Octoparse Managed Data Service pipeline octoparse-temu-pricing-v2. For production-scale Temu price monitoring pipelines (hourly cadence, 10K+ SKUs), visit octoparse.com/managed-data-service.