Show Dev: TSAuditor, a data quality auditing library for time-series tabular data (opens in new tab)
Check out the library here! I made TSAuditor, a pure Python, open-source, data-quality auditing library for time-series tabular data, with a focus on financial and sensor domains. tsauditor scans a DataFrame and returns a report of structural problems, anomalies, and data leakage between features along with the prediction target. This library aims to simplify the data cleaning step in an ETL pipeline. It searches the input dataset for: Missing timestamps Hidden duplicates Data gaps Outliers P...
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