data scraping Take a look at Situations: Build check scenarios that mimic actual-planet scenarios exactly where your cleansed data will probably be made use of. This may entail jogging queries, conducting analyses, or making reviews. Manual Intervention: In scenarios where by data format standardization can't be automatic due to complexity