How can I automate data testing in my projects?
An example of an AI chatbot conversation about automating data testing.
How can I automate data testing in my projects?
You can automate data testing by using tools like Apache Airflow, dbt, or custom scripts in Python. What specific data sources are you working with?
I'm working with SQL databases and CSV files.
Great! For SQL databases, you can use libraries like SQLAlchemy for Python. For CSV files, consider using Pandas to validate data. Do you need help with a specific tool?
Yes, I want to know how to set up a test case using Pandas.
To set up a test case with Pandas, you can read your CSV file into a DataFrame and then use assertions to check for expected values. Would you like a code example?
Yes, please provide a code example!
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