Investor Presentaiton

Issues Noticed (2/2) Data Quality Issues Incomplete data - Non availability of data for all records E.g., RCH ID (Reproductive and Child Health ID) is required in Sneha (malnutrition management solution) - Only 25% of the records have RCH ID Invalid Data о E.g., Mobile numbers having 9 digits, starting with 1 to 5 numbers; DoB indicated as 01-01-1900 or dd-mmm-yyy (24 Sep 197) Gender field indicated as 0, Null, other junk values - De-duplication issues – unique records found duplicated E.g., Same # of UID for multiple records Non-standardized data format DoB format differs (dd-mm-yy/mm-yy/ dd-mmm-yyyy) Impact on data sharing 21/03/22 25 25

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