Enhance Your Data Quality with Advanced Data Profiling
Unlock the full potential of your data with Match Data Pro’s comprehensive data profiling solutions. Our advanced data profiling tool offers powerful capabilities for analyzing and understanding your data, ensuring you can make informed decisions and maintain the highest data quality standards.
Comprehensive Data Analysis
Our data profiling tool performs thorough analysis to create detailed data profiles. It assesses data accuracy, completeness, consistency, and more to provide a clear picture of your data’s health.
Improve Data Accuracy
- Pattern Detection – Regular Expression (RegEx) detection that will inform you if the pattern has been detected (Valid Data) or if it has not detected (Invalid Data) in a column of data.
- Counts – Give you an idea of the completeness of your data as well as if the expected max length is within the range that it should be.
- Characters – Different columns should contain different data. A phone number column should not contain letters and a state code should not contain numbers. Punctuation should be normalized.
Optimize Data Quality
- Distinct rows can tell you quickly how much duplication you have in a column.
- Histograms also make it easy to see the repetitive values contained in a column.
Advanced Profiling Techniques
- Does the data set and all of the data contained in each of the fields or columns, match requirements? How many different ways do dates and phone numbers appear? This module looks at the syntax and field types.
- Valid and invalid values can be easily flagged, visualized and corrected as needed.
Optimize Data Quality
- Statistical profiling for numeric values.
- Easily identify the minimum, maximum, mean, median, mode, and extreme values in each column.
