
Clean data plays an important role in insightful data analysis. Data Cleansing, Data Cleaning or Data Scrubbing is the first step in the overall process of preparing your data. It’s analyzing and determining the best possible solutions to deal with messy, raw data. Data cleaning includes filling in missing values, identifying and fixing errors, and ensuring that all information is contained within rows and columns….