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…pandas package starting from version 2.1
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Starting from pandas version 2.1, there occurred issues with duplicates that resulted from a change in the way the pandas merge function works. Code was added that filters out those duplicates and half-empty rows.
Also, starting with pandas 3.0 the replace method will be adjusted and certain functionality will no longer function as expected. The code was already adjusted for this.