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A Data Quality Test Approach with Python to Identify Non-Standard Character Patterns
Jan. 5, 2022, 1:41 p.m. | Erdem Capci
Towards Data Science - Medium towardsdatascience.com
A user-friendly approach to perform data quality tests in Python efficiently
Is it essential to have some standards in your data? Do you want to make a comprehensive data quality test in addition to standard tests? In this post, we will create a program that learns the common character patterns in your data and report the non-standard character patterns as data quality issues. As a bonus, you won’t lose time with additional configuration because it’s compatible with different datasets.
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