Given the following data:CustomerIDItemBoughtDateTre_234Sofa2022-09-08216_TreShoes08/02/2021215/TreBlanket2021/06/20045/TreMug12-26-2021Tre-345Lamp31/08/2022TREJD19Bucket2022'08/01Which of the following best describes the main issue in the data...

The dataset exhibits inconsistencies in both theCustomerIDandDatecolumns:

CustomerIDColumn:The identifiers use various formats, including underscores (Tre_234), slashes (215/Tre), hyphens (Tre-345), and combinations of letters and numbers (TREJD19). This inconsistency can lead to difficulties in data retrieval and analysis.

DateColumn:Dates are presented in multiple formats, such asYYYY-MM-DD(2022-09-08),MM/DD/YYYY(08/02/2021),YYYY/MM/DD(2021/06/20),MM-DD-YYYY(12-26-2021),DD/MM/YYYY(31/08/2022), and an unconventional format (2022'08/01). Such variability can cause errors in date computations and analyses.

Addressing these inconsistencies is essential to ensure data quality and reliability.