Registry packagePublic

@rawctx/shopify-customers

Shopify customers, retention, and cohort semantic model

OSISchema 1.0Domain ecommerceSource shopifyOwner @pasar6987

Native (downloadable) · Latest 0.1.0 published Mar 3, 2026 · 2 datasets / 4 measures in the latest preview · Updated Mar 3, 2026

Snapshot

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Format

OSI

Latest release

0.1.0Published Mar 3, 2026

Origin

Native (downloadable)Managed directly in rawctx

Installability

DownloadableDirect rawctx snapshot download

Domain

ecommerce

Owner

@pasar6987

Organization

Independent

License

Apache-2.0

Visibility

Public

Tags

shopifyecommercecustomersretentioncohort

Schema preview

OSI 1.0

Model preview

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Models1
Datasets2
Measures4
Dimensions6
Relationships1
AI context1
models/shopifyCustomers.osi.yamlAI context included
2 datasets4 measures6 dimensions1 relationships

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README

Package narrative and examples

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@rawctx/shopify-customers

Shopify semantic package for customer behavior, repeat purchase, and cohort retention.

Included datasets

  • customers from shopify.Customer
  • customerOrders from customer-scoped projection of shopify.Order

Metrics

  • repeatPurchaseRate: customers with 2+ orders divided by all customers
  • cohortCustomers: distinct first-order customers
  • retainedCustomers30d: distinct cohort customers with a repeat event in 30 days
  • retention30dRate: retainedCustomers30d / NULLIF(cohortCustomers, 0)

Key dimensions

  • customerTag (customers.tags)
  • customerState (customers.state)

Caveats

  • Cohort metrics require reliable isFirstOrder and daysSinceFirstOrder derivations.
  • Time-zone alignment should be standardized before retention reporting.

Topology

Semantic graph

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Semantic Graph

Datasets 0 / Measures 0 / Dimensions 0 / Relationships 0

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