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Data Quality bundle for life sciences

Use the Data Quality life sciences bundle to evaluate life science elements like Hierarchical Condition Category codes, National Drug Code numbers, National Provider Identifier numbers, and International Classification of Diseases codes. The bundle includes mapplets and other assets that define cleansing, labeling, parsing, and rule specification operations for life sciences data.

The following table describes the life sciences bundle assets:

Name	Type	Description
c_Remove_Non_Digit_Chars	Cleanse	Removes X, S, and underscore characters.
c_Remove_Punctuation	Cleanse	Removes all occurrences of punctuation from the input field.
c_Uppercase	Cleanse	Converts the input text to uppercase.
c_merge_remaining_text	Cleanse	Merges multiple input fields into a single field.
c_Remove_Space	Cleanse	Removes all occurrences of a character space from the input field.
hcc_code_infa	Dictionary	Contains a list of Hierarchical Condition Category (HCC) codes and their corresponding descriptions.
icd_11_infa	Dictionary	Contains a list of International Classification of Diseases (ICD-11) codes and their corresponding descriptions.
ndc_labeler_code	Dictionary	Contains the Labeler code number, which is a substring of the National Drug Code (NDC) numbers and the manufacturers of the drugs that the code numbers represent.
lbl_HCC_Code	Labeler	Labels an input string as "Valid" if the string is present in the dictionary of Hierarchical Condition Category (HCC) codes, and returns the corresponding description for a valid code.
lbl_ICD_11	Labeler	Labels an input string as "Valid" if the string is present in the dictionary of International Classification of Diseases (ICD-11) codes, and returns the corresponding description for a valid code.
lbl_Non_Digit_Chars	Labeler	Labels all non-digit characters consistently.
mplt_Hierarchical_Condition_Category_Code_Parse	Mapplet	Extracts a Hierarchical Condition Category (HCC) code from an input string.
mplt_Hierarchical_Condition_Category_Code_Validate	Mapplet	Validates a Hierarchical Condition Category (HCC) code.
mplt_International_Classification_Of_Diseases_Parse	Mapplet	Extracts an International Classification of Diseases (ICD-11) code from an input string.
mplt_International_Classification_Of_Diseases_Standardize	Mapplet	Standardizes an International Classification of Diseases (ICD-11) code.
mplt_International_Classification_Of_Diseases_Validate	Mapplet	Validates an International Classification of Diseases (ICD-11) code.
mplt_National_Drug_Code_parse	Mapplet	Extracts a National Drug Code (NDC) number. The mapplet recognizes the following number formats: NNNNN-NNNN-NN NNNN-NNNN-NN NNNNN-NNN-NN NNNNN-NNNN-N NNNNNNNNNNN NNNNNNNNNN
mplt_National_Drug_Code_Standardize	Mapplet	Standardizes a National Drug Code (NDC) number to the following format: NNNNN-NNNN-NN
mplt_National_Drug_Code_Validate	Mapplet	Validates a National Drug Code (NDC) number.
mplt_National_Provider_Identifier_Parse	Mapplet	Extracts a National Provider Identifier (NPI) number. The mapplet recognizes NNNNNNNNNN as the valid format.
mplt_National_Provider_Identifier_Standardize	Mapplet	Standardizes a National Provider Identifier (NPI) number to the following format: NNNNNNNNNN
mplt_National_Provider_Identifier_Validate	Mapplet	Validates a National Provider Identifier (NPI) number using the Luhn algorithm.
mplt_Remove_Punctuation_and_Space	Mapplet	Removes all punctuation symbols and character spaces from an input value, and returns the remaining digits and letters.
mplt_Luhn_Algorithm	Mapplet	Applies the Luhn algorithm, a mod 10 calculation commonly used for credit card number check digit validation, to an input value. Returns Valid if the supplied check digit matches the calculated value. Returns Invalid if the supplied check digit does not match the calculated value.
mplt_Hierarchical_Condition_Category_Code_Standardize	Mapplet	Standardizes a Hierarchical Condition Category(HCC) code.
p_HCC_Code	Parse	Extracts a Hierarchical Condition Category (HCC) code from a string of text.
p_ICD_11	Parse	Extracts an International Classification of Diseases (ICD-11) code from a string of text.
p_NDC	Parse	Extracts a National Drug Code (NDC) number from a string of text.
p_NPI	Parse	Extracts a National Provider Identifier (NPI) number from a string of text.
rs_ICD_11	Rule Specification	Identifies an input string as a valid or invalid International Classification of Diseases (ICD-11) code.
rs_NDC_Format	Rule Specification	Formats a National Drug Code (NDC) value as NNNNN-NNNN-NN.
rs_NDC_Labeler	Rule Specification	Compares an input field to the ndc_labeler_code dictionary. If the input field data is present in the dictionary, the rule specification returns the corresponding drug manufacturer name from the dictionary.

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Data Quality accelerator bundles

Data Quality accelerator bundles

Data Quality bundle for life sciences

Data Quality bundle for life sciences