A data lake is defined as:

a$.$

a system or repository that allows for the storage of data in its natural$/$raw format

b$.$

data tools specifically designed to gather data from different sources

c$.$

it contains a collection of organized data that can be stored and accessed electronically

d$.$

open source tools to manage massive amounts of unstructured data

e$.$

is an unusable pile of Big Data