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Maplewood Main Library
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North Branch
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Public Library Book Loans & Catalog Dataset (Free Sample)

This is a free sample with 3,503 rows. The full dataset has 36,653 rows across 4 tables.

Library circulation records for a simulated public library system with 3 branches, 12,000 catalog items, 5,000 patrons, and 20,000 loan transactions over 2 years.

Features realistic patterns: summer reading program surge, academic year peaks, genre popularity by age group, overdue rates, fine calculations, and holds/reservations. Includes an anomaly of a water damage incident closing one branch for 2 months.

Ideal for: library management systems, ILS development, circulation analytics, recommendation engines, and public data portal demos.

Sample tables

Table Sample Rows
branches 3
catalog 1,000
loans 2,000
patrons 500
Total 3,503

Full dataset

The complete dataset includes all tables with full row counts:

Table Full Rows
branches 3
catalog 12,000
loans 19,650
patrons 5,000
Total 36,653

Formats included: CSV, Parquet, SQLite

Get the full dataset on Gumroad

About

Generated by Mindweave Technologies -- realistic synthetic datasets for developers, QA teams, and data engineers.

Every dataset features:

  • Enforced foreign key relationships across all tables
  • Realistic statistical distributions (not uniform random)
  • Temporal patterns (seasonal, time-of-day, day-of-week)
  • Injected anomalies for ML training and anomaly detection
  • Deterministic generation (same seed = same output)

Browse all datasets: https://mindweavetech.gumroad.com

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