Discover and analyze data sets using a data quality criteria, data quality scores or data quality status with the help of the data quality assessment skill of the data quality agent.
You can view a summary of the data in your catalog. This enables you to identify outliers in your data by requesting a detailed summary that includes data types, statistics, and the number of null and unique values. If the data profile of the requested data set is not available in the catalog, CLAIRE GPT performs on-demand data profiling of the data elements in the data set to return the data summary.
You can also ask CLAIRE GPT to profile data from a file that you upload. You can upload a CSV or Microsoft Excel file up to 25 MB. CLAIRE GPT can profile up to 10,000 rows and 50 columns of data from the file that you provide.
You can also ask CLAIRE GPT to analyze a subset of a data set. For example, you can ask CLAIRE GPT to focus on a sample row within the data set, analyze consistent and repeatable subsets of a data set, or to examine a representative subset.
The data quality assessment skill of the data quality agent also enables you to effectively explore and assess the data quality of systems and business data sets from a business perspective. For example, you can ask to view the data quality rules created by a stakeholder, or rules created in the last quarter, and so on.