When having data for your business, you need to ensure it’s in the right state before using it to make decisions. Of course, data processing and analysis can help you extract the information you need but they cannot happen without data profiling. This is mostly at a time when data is increasing adversely and infrastructure moving to the cloud.
Unfortunately, not many people understand what data profilingentails. If this sounds like you, then you’ve come to the right place. Read on and unearth some of the things you probably do not know about data profiling.
What is Data Profiling?
Before going any further you ought to know what is data profiling. Well, data profiling is the process of reviewing source data, understanding the structure, content and interrelationships for data projects. One of the most crucial areas to leverage data profiling is when undertaking data warehouse and business intelligence projects.
Some might wonder how this is even possible in the first place. To clear any doubts you may have in mind,data profilinguncovers data quality problems in data sources. The same case applies to what needs to be corrected in ETL (Extra, Transform, Load).
Data Profiling Tools
If you’ve ever performed data profiling, then you can attest to the fact that it is a tedious and labor intensive process. But with the world going digital, it is now possible to use data profiling tools as they make huge data projects feasible. Among the most notable data profiling tools to leverage include open source and commercial data profiling tools.
Before settling on any data profiling tool, be sure to factor in itspros and cons. Keep in mind not all commercial data profiling tools are going to guarantee maximum benefits. Rather than making the payments blindly, examine what the tool of choice has to offer. Fortunately, you can leverage the internet in this regard.
Data profiling is a step you can never skimp on when looking forward to processing and analyzing your data. Provided you get it right;you are set to enjoy numerous benefits especially when making business decisions.