customer_id,age,salary,gender,purchases,region,joined_date 1,25,45000.0,M,5,North,2020-01-15 2,30,,F,3,South,2019-03-22 3,,55000.0,M,8,,2021-07-08 4,22,32000.0,,2,East,2018-11-30 5,45,,F,12,West,2022-02-14 6,28,48000.0,M,,North,2020-06-19 7,,62000.0,F,7,South,2019-09-05 8,33,,M,4,,2021-12-01 9,41,71000.0,,9,East,2017-04-17 10,29,38000.0,F,6,West,2023-01-10