nichelib
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Learning Management Systems data library

22 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.

22products
4brands
$98median price
100.0%rows with spec data
100.0%values with provenance

Get the Learning Management Systems dataset

CSV + XLSX + JSON with 22 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 22 products from 4 brands, the median listing price is $98 and the observed range is $1–$660. The largest brand collections are Thinkific (11 products), Google Classroom (5 products), TalentLMS (4 products), Docebo (2 products). The most completely published numeric fields are free tier (100.0%), annual billing (100.0%), page plan count (100.0%), plan rank (100.0%), 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
Thinkific11$199
Google Classroom5$11
TalentLMS4$174
Docebo2$50

Field coverage

FieldRows with value
free_tier100.0%
annual_billing100.0%
page_plan_count100.0%
plan_rank100.0%

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