pccc_icd10_dataset: Randomly Generated ICD 10 Sample Data Set

Description Usage Format

Description

This dataset was produced from a tool available at https://github.com/magic-lantern/icd_file_generator. ICD codes were taken from CMS. The code source, for both the diagnosis and produced codes can be found at https://www.cms.gov/Medicare/Coding/ICD10/2017-ICD-10-CM-and-GEMs.html

Usage

1

Format

A data frame with 1000 rows and 31 variables. There is a patient identifier, ten diagnosis codes, ten procedure codes, and ten "other data" values, specifically:

id

Sequentially assigned patient identifier

dx1

a ICD 10 diagnosis code

dx2

a ICD 10 diagnosis code

dx3

a ICD 10 diagnosis code

dx4

a ICD 10 diagnosis code

dx5

a ICD 10 diagnosis code

dx6

a ICD 10 diagnosis code

dx7

a ICD 10 diagnosis code

dx8

a ICD 10 diagnosis code

dx9

a ICD 10 diagnosis code

dx10

a ICD 10 diagnosis code

pc1

a ICD 10 procedure codes

pc2

a ICD 10 procedure codes

pc3

a ICD 10 procedure codes

pc4

a ICD 10 procedure codes

pc5

a ICD 10 procedure codes

pc6

a ICD 10 procedure codes

pc7

a ICD 10 procedure codes

pc8

a ICD 10 procedure codes

pc9

a ICD 10 procedure codes

pc10

a ICD 10 procedure codes

g1

Random data to simulate other data often present in export of patient data with 20% of values missing.

g2

Random data to simulate other data often present in export of patient data with 20% of values missing.

g3

Random data to simulate other data often present in export of patient data with 20% of values missing.

g4

Random data to simulate other data often present in export of patient data with 20% of values missing.

g5

Random data to simulate other data often present in export of patient data with 20% of values missing.

g6

Random data to simulate other data often present in export of patient data with 20% of values missing.

g7

Random data to simulate other data often present in export of patient data with 20% of values missing.

g8

Random data to simulate other data often present in export of patient data with 20% of values missing.

g9

Random data to simulate other data often present in export of patient data with 20% of values missing.

g10

Random data to simulate other data often present in export of patient data with 20% of values missing.


pccc documentation built on March 18, 2018, 1:46 p.m.