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a non numeric value encountered In this article, we will explore how to change column data types in pandas without creating null values. Understanding the Problem. When you try to convert a non-numeric column to a numeric type using the astype method directly, pandas will convert all non-numeric values to NaN Null values. For example, consider the following DataFrame:
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