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Dev.to
Dev.to
6/19/2026
Show Dev: TSAuditor, a data quality auditing library for time-series tabular data

Show Dev: TSAuditor, a data quality auditing library for time-series tabular data

Short summary

TSAuditor is an open-source Python library for automated data quality auditing in time-series tabular datasets, with a focus on financial and sensor data. It detects missing timestamps, duplicates, data gaps, outliers, feature leakage, and structural breaks while validating timestamp continuity. Designed to simplify data cleaning in ETL pipelines, it's now open for community feedback and contributions.

  • Open-source Python library specifically for time-series data quality auditing
  • Detects structural issues: missing timestamps, duplicates, gaps, outliers, leakage, breaks
  • Targets financial and sensor data domains; aims to streamline ETL data cleaning

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