In the era of big data, which of the following challenges are faced by enterprises?

Data is scattered among various departments of the enterprise, and the same data is stored in different formats within each department.

Diversified data structures.

technological advancements of competitors.

Scattered data has problems such as noise, missing, and non-standard storage types, which requires a lot of data preprocessing.