datavitals 0.1.3

A reusable Python library for data cleaning, ETL, and SQL query building

datavitals

datavitals is a reusable Python library for data engineering that standardizes:

• Data Cleaning
• ETL (Extract, Transform, Load) pipelines
• SQL query building

It helps data engineers, analysts, and Python developers avoid repetitive code, reduce errors, and maintain consistency across projects.

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Author

Kamaleshkumar.K
LinkedIn Profile
GitHub Repository

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Features

1. Data Cleaning – Remove nulls, duplicates, trim strings, safe numeric conversions.
2. ETL Pipelines – Predefined and custom transformations, safe handling of empty data.
3. SQL Builder – Generate dynamic SELECT queries with optional WHERE and LIMIT clauses.
4. Production-ready Tests – Behaviour-driven tests to ensure reliability.
5. Easy to Use – Minimal learning curve, ready for new projects.

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Installation

Install datavitals using pip:

pip install datavitals