Generate cleansed data from a file you upload or a data set in your catalog that contains unclean data with the help of the data quality cleanse skill of the data quality agent.
CLAIRE GPT runs a profile on your data to assess its quality and structure, suggests cleansing rules for your data, and provides a preview of your data with a recommended cleansing plan. After you approve the plan, the agent identifies key data elements, detects missing or incorrect values, standardizes data formats, generates cleansed data, and creates mapplets based on the generated cleansed data. You can use mapplets to create a reusable data cleansing process for similar data sets in the future.
When you ask CLAIRE GPT to cleanse data from the file you provide, you can upload a CSV or Microsoft Excel file up to 25 MB.