Home Technology Types of Data Profiling You Should Know About

Types of Data Profiling You Should Know About




Truth be told, there’s no way data processing and analysis can take place without data profiling. As data gets bigger and infrastructure moves to the cloud, data profiling is becoming more important than ever. Just in case you did not know, data profiling involves reviewing source data, understanding structure and determining potential for data projects.

For you to get the most from data profiling you ought to know the different types that exist. Luckily, we are here to offer a helping hand. Here are the three main types of data profiling you ought to know about.

Structure Discovery

Structure discovery makes it easy for organizations to figure out how well data is structured. For instance, you can go through phone numbers and determine the percentage that does not have the correct number of digits. Keep in mind validating data is all about making it consistent and ensuring it’s in the correct format. Through this action, you’ll certainly have an easy time when performing mathematical checking on the data.

Content Discovery

Content discovery is all about examining the individual data records with the main intention of discovering the errors present. Provided it is carried out in the best possible manner, content discovery will help you identify the specific rows in a table containing issues. If this is not enough, you can figure out the systemic problems that occur in the data.

Relationship Discovery

Last but not least is relationship discovery which entails figuring out the interrelationship that exists between parts of the data. For instance, you can figure out the relationship between cells or tables in a spreadsheet. By understanding the relationships, you’ll be able to reuse the data. It is highly advisable for you to unite related data sources into one or simply import it in a way that keeps important relationships.

The Bottom Line

These are the three types of data profiling you need to be fully aware of. Be sure to carry out a detailed research if you are to figure out what they entail before making any decision.


Please enter your comment!
Please enter your name here

Linda Barbara

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum imperdiet massa at dignissim gravida. Vivamus vestibulum odio eget eros accumsan, ut dignissim sapien gravida. Vivamus eu sem vitae dui.

Recent posts

Smart Ways to Win at Online Slots Gambling Websites

Online slots gambling websites have changed our lives for the better. Nowadays, you no longer have to make do with brick and mortar casinos...

Why You Should Consider Creating an Account in an Online Casino

Gamblers seem to be prioritizing online casinos when looking forward to changing their lives for the better or running away from the stress that...

Important Things to Know Before Applying for Singapore Work Permit

An essential part of moving to Singapore is getting the correct permits. Just in case you do not know, Singapore has different visa types...

Red Flags to Watch Out for When Searching for a Reputable Online Casino

Playing online casino games seems to be the way to go whenever you want to run away from the stress that life brings at...

Things to Watch Out for When Buying a Women’s Watch

Women are now far more discerning about the timepieces they buy. This has in turn led to an increase in the number of women...

Recent comments