Why Does Cleaning and Collecting Data Take So Long?

cleaning
data_wrangling
data_science

#1

It is said a vast majority of a data scientist’s time is spent gathering and cleaning data. Why don’t data scientists use data cleaning and wrangling software to save time? What are the shortcomings of the current software available on the market, today, that turn data scientists away from using them?