Web Reference: For your specific problem, if you don't care about the index or the correspondence of values between columns, you can reset index for each column after dropping the duplicates: The ValueError: Length of values (X) does not match length of index (Y) is a common error in Pandas that arises when you attempt to create or modify a DataFrame or Series, and the number of data values you're providing is inconsistent with the number of index labels specified or implied. Nov 22, 2021 · In this article we will fix the error: The length of values does not match the length of the index in Python. Cases of this error occurrence:
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