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andreidore avatar andreidore commented on May 31, 2024

The problem is here:

code

for col in df.columns:
            if col != self.customer_id:
                df[col] = df[col].astype(str).apply(lambda x: x.strip()[:-2] if '.0' in x else x.strip())
            if 'date' in col.lower():
                df[col] = pd.to_datetime(df[col])

All of the columns that are not customer_id and do not contain "date" is transformed into a string

Only the columns that contain "date" are transformed to DateTime.

Your column that store date is called "timestamp"

from rfm.

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