Illogical generated values

[Houmamelte]

Hi i just want to ask about an issue, i generated a 200 rows data from 200 rows original data i got the following result about a 'capital-gain' column Original: mean 1994.04 min 0.00 max 99999.00 median 0.00 Name: capital-gain, dtype: float64

Generated: mean 5527.28 min -102503.00 max 144534.00 median -224.00 Name: capital-gain, dtype: float64

Can this library build a relationship between values? so that capital-gain should not be nigative at all in generated data?