nichelib
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Sewing Machines data library

25 products across 4 brands, built from public storefront catalogs. Free pages show aggregates and samples; the licensed dataset carries the full rows with per-value provenance.

25products
4brands
$140median price
100.0%rows with spec data
100.0%values with provenance

Get the Sewing Machines dataset

CSV + XLSX + JSON with 25 normalized rows, per-value provenance, data dictionary and change log.

$79 starter · $199 full license · View license, pricing & free sample →

What the data shows

Across 25 products from 4 brands, the median listing price is $140 and the observed range is $6–$199. The largest brand collections are Singer (12 products), Sailrite (10 products), SINGER (2 products), Juki (1 products). The most completely published numeric fields are screen size in (56.0%), battery voltage (48.0%), warranty months (36.0%), so those are the cuts a buyer can filter on today; fields with lower coverage are listed in the data dictionary and are the target of the next collection pass. This build is quality tier lite and every populated value carries a source URL, quote and fetch time in the licensed bundle.

How to use this library

Filter the licensed CSV/XLSX by brand, category or spec thresholds; every row keeps its source_url and qa_flags columns so an analyst can verify or exclude a value before using it. The free pages below show aggregates and samples only; the paid bundle adds the full row set, the provenance file and the data dictionary.

Brands in the library

BrandProductsMedian price
Singer12$12
Sailrite10$199
SINGER2$30
Juki1—

Field coverage

FieldRows with value
screen_size_in56.0%
battery_voltage48.0%
warranty_months36.0%

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