How To Improve The Quality Of Our Data

Now a day’s big data science is the easiest way for industries to collect their data in an organized manner with descriptive statistics. But big data is not 100% accurate and can’t match data in different formats allowing the duplication of data and retarding the quality of data thereby. So how can we improve the quality of our data?
