Data normalizing system

A computer system comprising:

• at least one hardware processor;
• a memory;
• and
• a category organizer implemented by the at least one hardware processor and in communication with the memory, wherein the category organizer is configured to:
• receive category data for a first code from a first client of a plurality of clients;
• generate a category rule based on the category data;
• and
• responsive to the category organizer receiving a second code from a second client of the plurality of clients, automatically assign a category to the second code using the category rule, wherein:
• the category data is generated using input from the first client;
• automatically assigning the category to the second code of the second client comprises using the category rule to assign the category to the second code from a plurality of category rules;
• and
• assigning the category to the second code improves an accuracy of a benchmark.

A method, comprising:

• automatically assigning a category to data by a computer system comprising:
• receiving category data for a first code from a first client of a plurality of clients, wherein the category data is generated using input from the first client, wherein the first code is one of a plurality of codes and the plurality of codes identifies purposes of a plurality of records in a database;
• generating a category rule based on the category data;
• responsive to receiving a second code from a second client of the plurality of clients, automatically assigning the category to the second code using the category rule, wherein assigning the category to the second code of the second client comprises using the category rule to assign the category to the second code from a plurality of category rules;
• generating a benchmark from the plurality of records in the database based on the category assigned to the second code;
• and
• improving accuracy of a benchmark by assigning the first category to the second code.

A computer program product, comprising:

• a computer readable storage media including instructions for automatically assigning a category to data, wherein the instructions comprise:
• first program code for receiving category data for a first code from a first client of a plurality of clients, wherein the category data is generated using input from the first client, wherein the first code is one of a plurality of codes, the plurality of codes identifies purposes of a plurality of records in a database;
• second program code for generating a category rule based on the category data;
• third program code for, responsive to receiving a second code from a second client of the plurality of clients, automatically assigning a category to the second code using the category rule, wherein automated assignment of the category to the second code comprises automated use of the category rule to assign the category to the second code from a plurality of category rules;
• fourth program code for generating a benchmark from the plurality of records in the database based on the category assigned to the second code;
• and
• fifth program code for improving accuracy of a benchmark by assigning the first category to the second code.