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# Sample flow (attrition) — WP38

Snapshot 2026-11-01T17:38:30Z. Nothing is deleted; every step is a flag in data/interim/listings_clean.parquet.

step listings
DB product rows (all statuses all stores) 465 388
active = 1 and listing_status = 'published' 390 108
… of an enabled store with >= 1 published listing 390 108
… excluding store_kind = hors_mission 390 074
… keeping one representative per (store normalised title) and non-empty title 370 828
… excluding mirror domains of the same business (sibling stores non-representative) [ASSORTMENT SAMPLE] 370 054
… and CAD-priced store/listing 369 325
… and a positive listed price <= 50 000 CAD not on request [PRICE SAMPLE] 359 612

# Assortment sample diagnostics

text
{
 "listings": 370054,
 "stores": 1557,
 "categories": 20,
 "dup_in_store_listings_removed": 19245,
 "share_autre": 0.1113,
 "available_0_share": 0.1307,
 "on_sale_share": 0.087,
 "has_variants_share": 0.2782,
 "sku_share": 0.7667,
 "vendor_share": 0.7558
}

# Price-sample exclusions (from the assortment sample)

text
{
 "non_cad_listing_or_store": 729,
 "price_missing_or_on_request": 9635,
 "price_zero": 0,
 "price_gt_cap": 78
}

# Price quantiles in the price sample (CAD)

text
{
 "0.001": 0.26,
 "0.01": 1.5,
 "0.1": 5.99,
 "0.5": 24.99,
 "0.9": 274.56,
 "0.99": 3700.0,
 "0.999": 18500.0
}

Top-10 stores hold 37.1% of the assortment sample.

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