Data Quality Toolkit

SQL & Python Scripts

$47 AUD

data profiling and monitoring scripts adaptable for any SQL database. Stop guessing about data quality and start measuring it.

What’s Included:

  • 13 SQL scripts (profiling + production monitoring)
  • Advanced Python fuzzy duplicate detection
  • Enterprise metadata framework (7 tables + 3 views)
  • ROI calculator with worked examples
  • Cross-platform: PostgreSQL, SQL Server, MySQL, Oracle, Snowflake, Trino

Key Features:

  • ✓ Six data quality dimensions (Completeness, Uniqueness, Timeliness, Validity, Accuracy, Consistency)
  • ✓ Dynamic query generators for instant profiling
  • ✓ Monitoring examples with pass/warn/fail thresholds
  • ✓ Works where your data lives - no new infrastructure

Buy Data Quality - SQL and Python ScriptsBuy Now - $47 AUD

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Coming Soon

More professional tools and resources are in development.

Planned Products:

  • Dimensional Modeling Templates
  • SCD2 Backfill Templates
  • AWS Data Pipeline Starter Kits
  • Data Interview Guides
  • SQL Performance Optimization Scripts
  • Github - AI Auto Peer Review (On Push)