Ensure data quality and detect anomalies in your extracted data
Data validation is a critical feature that automatically checks the quality of your extracted data and identifies potential issues before they impact your downstream processes. Kadoa’s validation system helps you maintain high data quality standards and catch problems early.
Web scraping can be unpredictable. Websites change their structure, content varies, and network issues can affect data extraction. Without validation, you might not notice when:
Missing data: Important fields become empty
Format changes: Prices switch from numbers to text
Duplicate content: Same data appears multiple times
Schema drift: New fields appear or existing ones disappear
Quality degradation: Data becomes incomplete or corrupted