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Synthetic Data File Generator


Table of Contents

Introduction

This tool can be used to create synthetic (fabricated) NAACCR data files.

To achieve that goal, the tool uses a library that generates random data based on frequencies extracted from the SEER data.

Creating Random Data

The library uses three ways to assign values:
  1. Constant values: the rule always assigns the same value to the field.
  2. Random values from a list: the rule assigns a random value from a specific list of values.
  3. Random values based on a frequency: the rule uses a frequency (usually from a CSV file) to get the value to assign; this results in more common values being assigned more often.
In addition to those assignment mechanisms, each rule might have dependencies to the values assigned by previous rules.

About this tool

This tool was developed by Information Management Services, Inc. under the SEER program of the Surveillance Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute.




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